From 899f78c7c4c3a8cff97494665ed52ddb3460d44a Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Thu, 21 Jun 2012 17:27:48 -0400 Subject: Allow SA rule extraction to write to a python buffer + very small sa-extract cleanup --- python/cdec/scfg/extractor.py | 12 +++++------ sa-extract/cn.py | 46 +++++++++++++++++++++---------------------- sa-extract/manager.py | 2 +- sa-extract/model.py | 5 ----- sa-extract/rulefactory.pyx | 15 +++++++------- 5 files changed, 38 insertions(+), 42 deletions(-) diff --git a/python/cdec/scfg/extractor.py b/python/cdec/scfg/extractor.py index 9f1e1137..0a45ddb8 100644 --- a/python/cdec/scfg/extractor.py +++ b/python/cdec/scfg/extractor.py @@ -1,5 +1,5 @@ -#!/usr/bin/env python import StringIO +from itertools import chain import clex import rulefactory @@ -9,12 +9,12 @@ import cdat import sym import log -log.level = -1 - from features import EgivenFCoherent, SampleCountF, CountEF,\ MaxLexEgivenF, MaxLexFgivenE, IsSingletonF, IsSingletonFE from features import contextless +log.level = -1 + class Output(StringIO.StringIO): def close(self): pass @@ -22,8 +22,6 @@ class Output(StringIO.StringIO): def __str__(self): return self.getvalue() -from itertools import chain - def get_cn(sentence): sentence = chain(('',), sentence.split(), ('',)) sentence = (sym.fromstring(word, terminal=True) for word in sentence) @@ -93,9 +91,11 @@ class GrammarExtractor: self.models = tuple(contextless(feature) for feature in self.models) def grammar(self, sentence): + if isinstance(sentence, unicode): + sentence = sentence.encode('utf8') out = Output() cn = get_cn(sentence) - self.factory.input_file(cn, out) + self.factory.input(cn, output=out) return str(out) def main(config): diff --git a/sa-extract/cn.py b/sa-extract/cn.py index e534783f..6e45bcf9 100644 --- a/sa-extract/cn.py +++ b/sa-extract/cn.py @@ -4,11 +4,8 @@ # vim:tabstop=4:autoindent:expandtab -import sys -import math import sym import log -import sgml epsilon = sym.fromstring('*EPS*'); @@ -142,23 +139,26 @@ class ConfusionNet(object): - -#file = open(sys.argv[1], "rb") -#sent = sgml.process_sgml_line(file.read()) -#print sent -#cn = ConfusionNet(sent) -#print cn -#results = cn.listdown() -#for result in results: -# print sym.tostring(result) -#print cn.next(0); -#print cn.next(1); -#print cn.next(2); -#print cn.next(3); -#print cn -#cn = ConfusionNet() -#k = 0 -#while (cn.read(file)): -# print cn - -#print cn.stats +""" +import sys +import sgml +file = open(sys.argv[1], "rb") +sent = sgml.process_sgml_line(file.read()) +print sent +cn = ConfusionNet(sent) +print cn +results = cn.listdown() +for result in results: + print sym.tostring(result) +print cn.next(0); +print cn.next(1); +print cn.next(2); +print cn.next(3); +print cn +cn = ConfusionNet() +k = 0 +while (cn.read(file)): + print cn + +print cn.stats +""" diff --git a/sa-extract/manager.py b/sa-extract/manager.py index 767192c1..3a079c2a 100644 --- a/sa-extract/manager.py +++ b/sa-extract/manager.py @@ -1,5 +1,6 @@ import csuf import cdat +import cintlist class Sampler(object): '''A Sampler implements a logic for choosing @@ -15,7 +16,6 @@ class Sampler(object): return cintlist.CIntList() - class Extractor(object): '''Extractor is responsible for extracting rules from a given context; once a sentence id/location diff --git a/sa-extract/model.py b/sa-extract/model.py index 66c51051..bcdf129a 100644 --- a/sa-extract/model.py +++ b/sa-extract/model.py @@ -1,4 +1,3 @@ - class Model(object): def __init__(self, name=None): object.__init__(self) @@ -6,7 +5,3 @@ class Model(object): self.name = self.__class__.__name__ else: self.name = name - - def input(self, fwords, meta): - pass - diff --git a/sa-extract/rulefactory.pyx b/sa-extract/rulefactory.pyx index 20ea80d2..792489c4 100644 --- a/sa-extract/rulefactory.pyx +++ b/sa-extract/rulefactory.pyx @@ -1321,7 +1321,7 @@ cdef class HieroCachingRuleFactory: candidate.append([next_id,curr[1]+jump]) return sorted(result); - def input(self, fwords, meta): + def input(self, fwords, meta=None, output=None): '''When this function is called on the RuleFactory, it looks up all of the rules that can be used to translate the input sentence''' @@ -1342,13 +1342,14 @@ cdef class HieroCachingRuleFactory: nodes_isteps_away_buffer = {} hit = 0 reachable_buffer = {} - #print "id = ",meta - #print "rule_file = ",self.rule_file - dattrs = sgml.attrs_to_dict(meta) - id = dattrs.get('id', 'NOID') - if self.per_sentence_grammar: + if meta: + dattrs = sgml.attrs_to_dict(meta) + id = dattrs.get('id', 'NOID') + self.excluded_sent_id = int(dattrs.get('exclude', '-1')) + if output: + self.rule_filehandler = output + elif self.per_sentence_grammar: self.rule_filehandler = open(self.rule_file+'.'+id, 'w') - self.excluded_sent_id = int(dattrs.get('exclude', '-1')) #print "max_initial_size = %i" % self.max_initial_size -- cgit v1.2.3 From 0b27ea3f91d0ad2f2ed718839d308db3d1baf5ae Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Fri, 22 Jun 2012 08:48:37 -0400 Subject: single processor fix --- training/mpi_batch_optimize.cc | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/training/mpi_batch_optimize.cc b/training/mpi_batch_optimize.cc index 0db062a7..6432f4a2 100644 --- a/training/mpi_batch_optimize.cc +++ b/training/mpi_batch_optimize.cc @@ -310,7 +310,8 @@ int main(int argc, char** argv) { reduce(world, cllh_observer.acc_obj, test_objective, std::plus(), 0); reduce(world, cllh_observer.trg_words, test_total_words, std::plus(), 0); #else - test_objective = observer.acc_obj; + test_objective = cllh_observer.acc_obj; + test_total_words = cllh_observer.trg_words; #endif if (rank == 0) { // run optimizer only on rank=0 node -- cgit v1.2.3 From b738e349be490c24d3604c224f44fc54e16d3d7b Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Sat, 23 Jun 2012 11:59:48 -0400 Subject: Support for sparse/dense vectors in the python extension - SparseVector, DenseVector - improved Lattice - Lattice translation - Hypergraph reweighting, pruning --- python/cdec/__init__.py | 2 +- python/src/_cdec.cpp | 7825 ++++++++++++++++++++++++++++++++------------- python/src/_cdec.pyx | 135 +- python/src/decoder.pxd | 12 +- python/src/hypergraph.pxd | 68 +- python/src/hypergraph.pxi | 92 + python/src/kbest.pxd | 6 +- python/src/lattice.pxd | 9 +- python/src/lattice.pxi | 56 + python/src/utils.pxd | 55 +- python/src/vectors.pxi | 101 + python/test.py | 17 +- 12 files changed, 5962 insertions(+), 2416 deletions(-) create mode 100644 python/src/hypergraph.pxi create mode 100644 python/src/lattice.pxi create mode 100644 python/src/vectors.pxi diff --git a/python/cdec/__init__.py b/python/cdec/__init__.py index c821f860..eda81194 100644 --- a/python/cdec/__init__.py +++ b/python/cdec/__init__.py @@ -1 +1 @@ -from _cdec import Decoder, Hypergraph, Lattice +from _cdec import Decoder, Lattice diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 55470c89..0b9b9911 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Thu Jun 14 09:24:35 2012 */ +/* Generated by Cython 0.16 on Sat Jun 23 11:57:21 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -272,11 +272,12 @@ #define __PYX_HAVE_API___cdec #include #include +#include #include #include "utils/weights.h" #include "utils/logval.h" -#include "utils/prob.h" #include "utils/wordid.h" +#include "utils/small_vector.h" #include "utils/sparse_vector.h" #include "utils/tdict.cc" #include "utils/verbose.h" @@ -289,6 +290,7 @@ #include "decoder/hg_io.h" #include "decoder/hg_intersect.h" #include "decoder/hg_sampler.h" +#include "decoder/csplit.h" #include "decoder/ff_register.h" #include "decoder/decoder.h" #include "observer.h" @@ -376,46 +378,32 @@ static const char *__pyx_filename; static const char *__pyx_f[] = { "_cdec.pyx", + "vectors.pxi", + "hypergraph.pxi", + "lattice.pxi", }; /*--- Type declarations ---*/ -struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree; -struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample; -struct __pyx_obj_5_cdec_Weights; +struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample; +struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree; struct __pyx_obj_5_cdec_Decoder; +struct __pyx_obj_5_cdec_SparseVector; struct __pyx_obj_5_cdec_Hypergraph; struct __pyx_obj_5_cdec_Lattice; +struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__; struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest; +struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest; +struct __pyx_obj_5_cdec_DenseVector; -/* "_cdec.pyx":105 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 * del derivations * - * def kbest_tree(self, size): # <<<<<<<<<<<<<< - * assert (self.hg != NULL) - * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree { - PyObject_HEAD - KBest::KBestDerivations,ETreeTraversal>::Derivation *__pyx_v_derivation; - KBest::KBestDerivations,ETreeTraversal> *__pyx_v_derivations; - unsigned int __pyx_v_k; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_sentence; - PyObject *__pyx_v_size; - unsigned int __pyx_t_0; - long __pyx_t_1; -}; - - -/* "_cdec.pyx":122 - * hypergraph.Intersect(lat.lattice[0], self.hg) - * * def sample(self, unsigned n): # <<<<<<<<<<<<<< - * assert (self.hg != NULL) * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() + * if self.rng == NULL: */ -struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample { +struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample { PyObject_HEAD std::vector *__pyx_v_hypos; unsigned int __pyx_v_k; @@ -427,35 +415,73 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample { }; -/* "_cdec.pyx":15 - * pass +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":43 + * self.vector.set_value(fid, value) * - * cdef class Weights: # <<<<<<<<<<<<<< - * cdef vector[weight_t]* weights + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) + * cdef str fname + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { + PyObject_HEAD + PyObject *__pyx_v_fname; + size_t __pyx_v_i; + FastSparseVector::const_iterator *__pyx_v_it; + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self; + size_t __pyx_t_0; + size_t __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 + * del derivations * + * def kbest_tree(self, size): # <<<<<<<<<<<<<< + * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) + * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation */ -struct __pyx_obj_5_cdec_Weights { +struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree { PyObject_HEAD - std::vector *weights; + KBest::KBestDerivations,ETreeTraversal>::Derivation *__pyx_v_derivation; + KBest::KBestDerivations,ETreeTraversal> *__pyx_v_derivations; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_size; + PyObject *__pyx_v_tree; + unsigned int __pyx_t_0; + long __pyx_t_1; }; -/* "_cdec.pyx":38 - * yield FDConvert(fid).c_str(), self.weights[0][fid] +/* "_cdec.pyx":15 + * pass * * cdef class Decoder: # <<<<<<<<<<<<<< * cdef decoder.Decoder* dec - * cdef public Weights weights + * cdef public DenseVector weights */ struct __pyx_obj_5_cdec_Decoder { PyObject_HEAD Decoder *dec; - struct __pyx_obj_5_cdec_Weights *weights; + struct __pyx_obj_5_cdec_DenseVector *weights; }; -/* "_cdec.pyx":71 - * return hg +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":32 + * return sparse + * + * cdef class SparseVector: # <<<<<<<<<<<<<< + * cdef FastSparseVector[weight_t]* vector + * + */ +struct __pyx_obj_5_cdec_SparseVector { + PyObject_HEAD + FastSparseVector *vector; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":4 + * cimport kbest as kb * * cdef class Hypergraph: # <<<<<<<<<<<<<< * cdef hypergraph.Hypergraph* hg @@ -468,8 +494,8 @@ struct __pyx_obj_5_cdec_Hypergraph { }; -/* "_cdec.pyx":139 - * # TODO: inside-outside pruning +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":3 + * cimport lattice * * cdef class Lattice: # <<<<<<<<<<<<<< * cdef lattice.Lattice* lattice @@ -481,41 +507,70 @@ struct __pyx_obj_5_cdec_Lattice { }; -/* "_cdec.pyx":33 - * self.weights[0][fid] = value +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":50 + * return hypergraph.AsPLF(self.lattice[0], True).c_str() + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":18 + * self.vector[0][fid] = value * * def __iter__(self): # <<<<<<<<<<<<<< * cdef unsigned fid - * for fid in range(1, self.weights.size()): + * for fid in range(1, self.vector.size()): */ struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ { PyObject_HEAD unsigned int __pyx_v_fid; - struct __pyx_obj_5_cdec_Weights *__pyx_v_self; + struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self; size_t __pyx_t_0; unsigned int __pyx_t_1; }; -/* "_cdec.pyx":92 - * return tree.decode('utf8') +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":32 + * return fmap * * def kbest(self, size): # <<<<<<<<<<<<<< - * assert (self.hg != NULL) * cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size) + * cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation */ -struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest { +struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest { PyObject_HEAD KBest::KBestDerivations,ESentenceTraversal>::Derivation *__pyx_v_derivation; KBest::KBestDerivations,ESentenceTraversal> *__pyx_v_derivations; unsigned int __pyx_v_k; struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_sentence; PyObject *__pyx_v_size; - PyObject *__pyx_v_tree; unsigned int __pyx_t_0; long __pyx_t_1; }; + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3 + * from cython.operator cimport preincrement as pinc + * + * cdef class DenseVector: # <<<<<<<<<<<<<< + * cdef vector[weight_t]* vector + * + */ +struct __pyx_obj_5_cdec_DenseVector { + PyObject_HEAD + std::vector *vector; +}; + #ifndef CYTHON_REFNANNY #define CYTHON_REFNANNY 0 #endif @@ -572,6 +627,14 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest { static PyObject *__Pyx_GetName(PyObject *dict, PyObject *name); /*proto*/ +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact); /*proto*/ + static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/ static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ @@ -581,13 +644,12 @@ static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/ -static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, - const char *name, int exact); /*proto*/ - -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ - -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ +static CYTHON_INLINE int __Pyx_NegateNonNeg(int b) { + return unlikely(b < 0) ? b : !b; +} +static CYTHON_INLINE PyObject* __Pyx_PyBoolOrNull_FromLong(long b) { + return unlikely(b < 0) ? NULL : __Pyx_PyBool_FromLong(b); +} static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); @@ -595,6 +657,78 @@ static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (!j) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +#define __Pyx_GetItemInt_List(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_List_Fast(o, i) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i) { + if (likely(o != Py_None)) { + if (likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + else if ((-PyList_GET_SIZE(o) <= i) & (i < 0)) { + PyObject *r = PyList_GET_ITEM(o, PyList_GET_SIZE(o) + i); + Py_INCREF(r); + return r; + } + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} +#define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_Tuple_Fast(o, i) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i) { + if (likely(o != Py_None)) { + if (likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + else if ((-PyTuple_GET_SIZE(o) <= i) & (i < 0)) { + PyObject *r = PyTuple_GET_ITEM(o, PyTuple_GET_SIZE(o) + i); + Py_INCREF(r); + return r; + } + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} +#define __Pyx_GetItemInt(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_Fast(o, i) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i) { + if (PyList_CheckExact(o)) { + Py_ssize_t n = (likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if (likely((n >= 0) & (n < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } + else if (PyTuple_CheckExact(o)) { + Py_ssize_t n = (likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); + if (likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } + else if (likely(i >= 0)) { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_item)) { + return m->sq_item(o, i); + } + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} + static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ #define __Pyx_PyObject_AsDouble(obj) \ ((likely(PyFloat_CheckExact(obj))) ? \ @@ -693,6 +827,10 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ /* Module declarations from 'libcpp.vector' */ +/* Module declarations from 'libcpp.utility' */ + +/* Module declarations from 'libcpp.pair' */ + /* Module declarations from 'utils' */ /* Module declarations from 'lattice' */ @@ -704,14 +842,17 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ /* Module declarations from 'kbest' */ /* Module declarations from '_cdec' */ -static PyTypeObject *__pyx_ptype_5_cdec_Weights = 0; -static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; +static PyTypeObject *__pyx_ptype_5_cdec_DenseVector = 0; +static PyTypeObject *__pyx_ptype_5_cdec_SparseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; static PyTypeObject *__pyx_ptype_5_cdec_Lattice = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1_kbest = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_2_kbest_tree = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_sample = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_sample = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5___iter__ = 0; #define __Pyx_MODULE_NAME "_cdec" int __pyx_module_is_main__cdec = 0; @@ -719,12 +860,53 @@ int __pyx_module_is_main__cdec = 0; static PyObject *__pyx_builtin_Exception; static PyObject *__pyx_builtin_KeyError; static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_open; +static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_NotImplemented; static PyObject *__pyx_builtin_eval; -static int __pyx_pf_5_cdec_7Weights___cinit__(struct __pyx_obj_5_cdec_Weights *__pyx_v_self, struct __pyx_obj_5_cdec_Decoder *__pyx_v_decoder); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Weights_2__getitem__(struct __pyx_obj_5_cdec_Weights *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static int __pyx_pf_5_cdec_7Weights_4__setitem__(struct __pyx_obj_5_cdec_Weights *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Weights_6__iter__(struct __pyx_obj_5_cdec_Weights *__pyx_v_self); /* proto */ +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_TypeError; +static PyObject *__pyx_builtin_IndexError; +static PyObject *__pyx_builtin_open; +static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static int __pyx_pf_5_cdec_11DenseVector_2__setitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_4__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_7dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_9tosparse(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector___getitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector_2__setitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_4__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_7dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_9todense(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_11__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other, int __pyx_v_op); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_13__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector_15__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_17__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_19__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_21__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +#if PY_MAJOR_VERSION < 3 +static PyObject *__pyx_pf_5_cdec_12SparseVector_23__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +#endif +static PyObject *__pyx_pf_5_cdec_12SparseVector_25__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_27__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_source_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_10kbest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_16sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_19intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, struct __pyx_obj_5_cdec_Lattice *__pyx_v_lat); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_21prune(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_beam_alpha, PyObject *__pyx_v_density, PyObject *__pyx_v_kwargs); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_23lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_25reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ +static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */ +static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_7Lattice_6__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_8__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static void __pyx_pf_5_cdec_7Lattice_13__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, char *__pyx_v_config); /* proto */ static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_cfg); /* proto */ @@ -732,17 +914,16 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_5_cdec_7Decoder_7weights_4__del__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ -static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_6kbest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_9kbest_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_12intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, struct __pyx_obj_5_cdec_Lattice *__pyx_v_lat); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_14sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ -static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_plf_tuple); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_2__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_4__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static void __pyx_pf_5_cdec_7Lattice_6__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static char __pyx_k_1[] = "cannot take the dot product of %s and SparseVector"; +static char __pyx_k_2[] = "comparison not implemented for SparseVector"; +static char __pyx_k_10[] = "csplit_preserve_full_word"; +static char __pyx_k_11[] = "cannot reweight hypergraph with %s"; +static char __pyx_k_13[] = "Cannot create lattice from %s"; +static char __pyx_k_14[] = "lattice index out of range"; +static char __pyx_k_21[] = "Cannot translate input type %s"; +static char __pyx_k__dot[] = "dot"; +static char __pyx_k__inp[] = "inp"; +static char __pyx_k__plf[] = "plf"; static char __pyx_k__eval[] = "eval"; static char __pyx_k__open[] = "open"; static char __pyx_k__self[] = "self"; @@ -754,7 +935,7 @@ static char __pyx_k__strip[] = "strip"; static char __pyx_k__config[] = "config"; static char __pyx_k__decode[] = "decode"; static char __pyx_k__encode[] = "encode"; -static char __pyx_k__decoder[] = "decoder"; +static char __pyx_k__density[] = "density"; static char __pyx_k__grammar[] = "grammar"; static char __pyx_k__KeyError[] = "KeyError"; static char __pyx_k____exit__[] = "__exit__"; @@ -762,149 +943,98 @@ static char __pyx_k____main__[] = "__main__"; static char __pyx_k____test__[] = "__test__"; static char __pyx_k__sentence[] = "sentence"; static char __pyx_k__Exception[] = "Exception"; +static char __pyx_k__TypeError[] = "TypeError"; static char __pyx_k____enter__[] = "__enter__"; -static char __pyx_k__plf_tuple[] = "plf_tuple"; +static char __pyx_k__enumerate[] = "enumerate"; +static char __pyx_k__IndexError[] = "IndexError"; +static char __pyx_k__ValueError[] = "ValueError"; +static char __pyx_k__beam_alpha[] = "beam_alpha"; static char __pyx_k__ParseFailed[] = "ParseFailed"; +static char __pyx_k__NotImplemented[] = "NotImplemented"; +static PyObject *__pyx_kp_s_1; +static PyObject *__pyx_n_s_10; +static PyObject *__pyx_kp_s_11; +static PyObject *__pyx_kp_s_13; +static PyObject *__pyx_kp_s_14; +static PyObject *__pyx_kp_s_2; +static PyObject *__pyx_kp_s_21; static PyObject *__pyx_n_s__Exception; +static PyObject *__pyx_n_s__IndexError; static PyObject *__pyx_n_s__KeyError; +static PyObject *__pyx_n_s__NotImplemented; static PyObject *__pyx_n_s__ParseFailed; +static PyObject *__pyx_n_s__TypeError; +static PyObject *__pyx_n_s__ValueError; static PyObject *__pyx_n_s____enter__; static PyObject *__pyx_n_s____exit__; static PyObject *__pyx_n_s____main__; static PyObject *__pyx_n_s____test__; static PyObject *__pyx_n_s___cdec; +static PyObject *__pyx_n_s__beam_alpha; static PyObject *__pyx_n_s__config; static PyObject 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*__pyx_k_tuple_9; +static PyObject *__pyx_k_tuple_12; +static PyObject *__pyx_k_tuple_15; +static PyObject *__pyx_k_tuple_16; +static PyObject *__pyx_k_tuple_17; +static PyObject *__pyx_k_tuple_18; +static PyObject *__pyx_k_tuple_19; +static PyObject *__pyx_k_tuple_20; /* Python wrapper */ -static int __pyx_pw_5_cdec_7Weights_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static int __pyx_pw_5_cdec_7Weights_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { - struct __pyx_obj_5_cdec_Decoder *__pyx_v_decoder = 0; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__decoder,0}; - int __pyx_r; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); - { - PyObject* values[1] = {0}; - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); - switch (pos_args) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - 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/*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { + {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_source_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7viterbi_source_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_features, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_11kbest, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_14kbest_tree, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_17sample, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_20intersect, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_22prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_24lattice, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_26reweight, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Hypergraph = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Hypergraph = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_Hypergraph = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Hypergraph, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Hypergraph, /*tp_as_number*/ + &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Hypergraph, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Hypergraph, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Hypergraph, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - if (__pyx_pw_5_cdec_7Weights_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } return o; } -static void __pyx_tp_dealloc_5_cdec_Weights(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_7Lattice_14__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_Weights(PyObject *o, Py_ssize_t i) { +static PyObject *__pyx_sq_item_5_cdec_Lattice(PyObject *o, Py_ssize_t i) { PyObject *r; PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); @@ -3263,9 +6429,9 @@ static PyObject *__pyx_sq_item_5_cdec_Weights(PyObject *o, Py_ssize_t i) { return r; } -static int __pyx_mp_ass_subscript_5_cdec_Weights(PyObject *o, PyObject *i, PyObject *v) { +static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) { if (v) { - return __pyx_pw_5_cdec_7Weights_5__setitem__(o, i, v); + return __pyx_pw_5_cdec_7Lattice_5__setitem__(o, i, v); } else { PyErr_Format(PyExc_NotImplementedError, @@ -3274,11 +6440,11 @@ static int __pyx_mp_ass_subscript_5_cdec_Weights(PyObject *o, PyObject *i, PyObj } } -static PyMethodDef __pyx_methods_5_cdec_Weights[] = { +static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Weights = { +static PyNumberMethods __pyx_tp_as_number_Lattice = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -3336,11 +6502,11 @@ static PyNumberMethods __pyx_tp_as_number_Weights = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Weights = { - 0, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_Lattice = { + __pyx_pw_5_cdec_7Lattice_7__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_Weights, /*sq_item*/ + __pyx_sq_item_5_cdec_Lattice, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -3349,13 +6515,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Weights = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Weights = { - 0, /*mp_length*/ - __pyx_pw_5_cdec_7Weights_3__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_Weights, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_Lattice = { + __pyx_pw_5_cdec_7Lattice_7__len__, /*mp_length*/ + __pyx_pw_5_cdec_7Lattice_3__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Weights = { +static PyBufferProcs __pyx_tp_as_buffer_Lattice = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -3376,12 +6542,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Weights = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Weights = { +static PyTypeObject __pyx_type_5_cdec_Lattice = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Weights"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Weights), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Weights, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Lattice, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -3391,24 +6557,24 @@ static PyTypeObject __pyx_type_5_cdec_Weights = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Weights, /*tp_as_number*/ - &__pyx_tp_as_sequence_Weights, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Weights, /*tp_as_mapping*/ + &__pyx_tp_as_number_Lattice, /*tp_as_number*/ + &__pyx_tp_as_sequence_Lattice, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - 0, /*tp_str*/ + __pyx_pw_5_cdec_7Lattice_9__str__, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Weights, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_7Weights_7__iter__, /*tp_iter*/ + __pyx_pw_5_cdec_7Lattice_11__iter__, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Weights, /*tp_methods*/ + __pyx_methods_5_cdec_Lattice, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -3416,9 +6582,9 @@ static PyTypeObject __pyx_type_5_cdec_Weights = { 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ - 0, /*tp_init*/ + __pyx_pw_5_cdec_7Lattice_1__init__, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Weights, /*tp_new*/ + __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -3437,7 +6603,7 @@ static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObj PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; p = ((struct __pyx_obj_5_cdec_Decoder *)o); - p->weights = ((struct __pyx_obj_5_cdec_Weights *)Py_None); Py_INCREF(Py_None); + p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); if (__pyx_pw_5_cdec_7Decoder_1__cinit__(o, a, k) < 0) { Py_DECREF(o); o = 0; } @@ -3472,7 +6638,7 @@ static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) { struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; PyObject* tmp; tmp = ((PyObject*)p->weights); - p->weights = ((struct __pyx_obj_5_cdec_Weights *)Py_None); Py_INCREF(Py_None); + p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } @@ -3655,36 +6821,44 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { - {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7kbest, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_10kbest_tree, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_13intersect, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_15sample, METH_O, __Pyx_DOCSTR(0)}, +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Hypergraph = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -3742,7 +6916,7 @@ static PyNumberMethods __pyx_tp_as_number_Hypergraph = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -3755,13 +6929,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Hypergraph = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -3782,12 +6956,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Hypergraph = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Hypergraph, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -3797,24 +6971,24 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Hypergraph, /*tp_as_number*/ - &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Hypergraph, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct____iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Hypergraph, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -3824,7 +6998,7 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Hypergraph, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -3838,30 +7012,52 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); + p->__pyx_v_fname = 0; + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_7Lattice_7__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_fname)); + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + if (p->__pyx_v_fname) { + e = (*v)(p->__pyx_v_fname, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_fname); + p->__pyx_v_fname = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Lattice = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -3919,7 +7115,7 @@ static PyNumberMethods __pyx_tp_as_number_Lattice = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Lattice = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -3932,13 +7128,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Lattice = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Lattice = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Lattice = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -3959,12 +7155,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Lattice = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Lattice = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Lattice, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -3974,24 +7170,24 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Lattice, /*tp_as_number*/ - &__pyx_tp_as_sequence_Lattice, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_1___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_1___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_1___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - __pyx_pw_5_cdec_7Lattice_3__str__, /*tp_str*/ + 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_1___iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_7Lattice_5__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Lattice, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_1___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -3999,9 +7195,9 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ - __pyx_pw_5_cdec_7Lattice_1__init__, /*tp_init*/ + 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -4015,44 +7211,60 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o); p->__pyx_v_self = 0; + p->__pyx_v_sentence = 0; + p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); + Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } + if (p->__pyx_v_sentence) { + e = (*v)(p->__pyx_v_sentence, a); if (e) return e; + } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Weights *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sentence); + p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2_kbest[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -4110,7 +7322,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -4123,13 +7335,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_kbest = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -4150,12 +7362,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2_kbest"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -4165,24 +7377,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_2_kbest, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_2_kbest, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_2_kbest, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct____iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_2_kbest, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_2_kbest, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -4192,7 +7404,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -4206,28 +7418,28 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o); p->__pyx_v_self = 0; p->__pyx_v_size = 0; p->__pyx_v_tree = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1_kbest(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); Py_XDECREF(p->__pyx_v_size); Py_XDECREF(((PyObject *)p->__pyx_v_tree)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1_kbest(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } @@ -4240,8 +7452,8 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1_kbest(PyObject *o, visi return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1_kbest(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); @@ -4255,11 +7467,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1_kbest(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1_kbest[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1_kbest = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_tree = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -4317,7 +7529,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1_kbest = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1_kbest = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -4330,13 +7542,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1_kbest = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1_kbest = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1_kbest = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -4357,12 +7569,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1_kbest = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1_kbest = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1_kbest"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_kbest_tree"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1_kbest, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -4372,24 +7584,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1_kbest = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_1_kbest, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_1_kbest, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_1_kbest, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_3_kbest_tree, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_1_kbest, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_1_kbest, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_1_kbest, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_1_kbest, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -4399,7 +7611,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1_kbest = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_1_kbest, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -4413,42 +7625,37 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1_kbest = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest_tree(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4_sample(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o); p->__pyx_v_self = 0; p->__pyx_v_sentence = 0; - p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest_tree(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); - Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest_tree(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_sample(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } if (p->__pyx_v_sentence) { e = (*v)(p->__pyx_v_sentence, a); if (e) return e; } - if (p->__pyx_v_size) { - e = (*v)(p->__pyx_v_size, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest_tree(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); @@ -4456,17 +7663,14 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest_tree(PyObject *o) { tmp = ((PyObject*)p->__pyx_v_sentence); p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_size); - p->__pyx_v_size = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2_kbest_tree[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4_sample[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest_tree = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_sample = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -4524,7 +7728,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest_tree = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest_tree = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_sample = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -4537,13 +7741,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest_tree = 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_kbest_tree = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_sample = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest_tree = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_sample = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -4564,12 +7768,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest_tree = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest_tree = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_sample = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2_kbest_tree"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4_sample"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest_tree, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_sample, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -4579,24 +7783,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest_tree = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_2_kbest_tree, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_2_kbest_tree, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_2_kbest_tree, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_4_sample, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_4_sample, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_4_sample, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_2_kbest_tree, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_4_sample, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest_tree, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest_tree, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_sample, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_4_sample, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_2_kbest_tree, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_4_sample, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -4606,7 +7810,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest_tree = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest_tree, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_4_sample, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -4620,52 +7824,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest_tree = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_sample(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o); p->__pyx_v_self = 0; - p->__pyx_v_sentence = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_sample(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_sentence) { - e = (*v)(p->__pyx_v_sentence, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_sentence); - p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_sample[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_sample = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -4723,7 +7919,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_sample = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_sample = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -4736,13 +7932,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_sample = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_sample = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_sample = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -4763,12 +7959,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_sample = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_sample = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_sample"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_sample, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -4778,24 +7974,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_sample = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_3_sample, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_3_sample, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_3_sample, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_5___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_5___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_5___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_3_sample, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_5___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_sample, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_3_sample, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_5___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_5___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_3_sample, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_5___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -4805,7 +8001,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_sample = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_3_sample, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_5___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -4838,22 +8034,37 @@ static struct PyModuleDef __pyx_moduledef = { #endif static __Pyx_StringTabEntry __pyx_string_tab[] = { + {&__pyx_kp_s_1, __pyx_k_1, sizeof(__pyx_k_1), 0, 0, 1, 0}, + {&__pyx_n_s_10, __pyx_k_10, sizeof(__pyx_k_10), 0, 0, 1, 1}, + {&__pyx_kp_s_11, __pyx_k_11, sizeof(__pyx_k_11), 0, 0, 1, 0}, + {&__pyx_kp_s_13, __pyx_k_13, sizeof(__pyx_k_13), 0, 0, 1, 0}, + {&__pyx_kp_s_14, __pyx_k_14, sizeof(__pyx_k_14), 0, 0, 1, 0}, + {&__pyx_kp_s_2, __pyx_k_2, sizeof(__pyx_k_2), 0, 0, 1, 0}, + {&__pyx_kp_s_21, __pyx_k_21, sizeof(__pyx_k_21), 0, 0, 1, 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__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_1___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_2_kbest) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = &__pyx_type_5_cdec___pyx_scope_struct_2_kbest; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = &__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_4_sample = &__pyx_type_5_cdec___pyx_scope_struct_4_sample; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_5___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_5___iter__; /*--- Type import code ---*/ /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ /* "_cdec.pyx":10 - * cimport kbest as kb + * include "lattice.pxi" * * SetSilent(True) # <<<<<<<<<<<<<< - * - * class ParseFailed(Exception): - */ - SetSilent(1); - - /* "_cdec.pyx":12 - * SetSilent(True) - * - * class ParseFailed(Exception): # <<<<<<<<<<<<<< - * pass - * - */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - 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__Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + + /* "_cdec.pyx":1 + * from libcpp.string cimport string # <<<<<<<<<<<<<< + * from libcpp.vector cimport vector + * from utils cimport * + */ + __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s____test__, ((PyObject *)__pyx_t_1)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_3); + if (__pyx_m) { + __Pyx_AddTraceback("init _cdec", __pyx_clineno, __pyx_lineno, __pyx_filename); + Py_DECREF(__pyx_m); __pyx_m = 0; + } else if (!PyErr_Occurred()) { + PyErr_SetString(PyExc_ImportError, "init _cdec"); + } + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + #if PY_MAJOR_VERSION < 3 + return; + #else + return __pyx_m; + #endif } -static void __Pyx_RaiseArgtupleInvalid( - const char* func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found) -{ - Py_ssize_t num_expected; - const char *more_or_less; - if (num_found < num_min) { - num_expected = num_min; - more_or_less = "at least"; - } else { - num_expected = num_max; - more_or_less = "at most"; - } - if (exact) { - more_or_less = "exactly"; - } - PyErr_Format(PyExc_TypeError, - "%s() takes %s %"PY_FORMAT_SIZE_T"d positional argument%s (%"PY_FORMAT_SIZE_T"d given)", - func_name, more_or_less, num_expected, - (num_expected == 1) ? "" : "s", num_found); +/* Runtime support code */ +#if CYTHON_REFNANNY +static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { + PyObject *m = NULL, *p = NULL; + void *r = NULL; + m = PyImport_ImportModule((char *)modname); + if (!m) goto end; + p = PyObject_GetAttrString(m, (char *)"RefNannyAPI"); + if (!p) goto end; + r = PyLong_AsVoidPtr(p); +end: + Py_XDECREF(p); + Py_XDECREF(m); + return (__Pyx_RefNannyAPIStruct *)r; } +#endif /* CYTHON_REFNANNY */ -static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, - const char *name, int exact) -{ - if (!type) { - PyErr_Format(PyExc_SystemError, "Missing type object"); - return 0; - } - if (none_allowed && obj == Py_None) return 1; - else if (exact) { - if (Py_TYPE(obj) == type) return 1; - } - else { - if (PyObject_TypeCheck(obj, type)) return 1; +static PyObject *__Pyx_GetName(PyObject *dict, PyObject *name) { + PyObject *result; + result = PyObject_GetAttr(dict, name); + if (!result) { + if (dict != __pyx_b) { + PyErr_Clear(); + result = PyObject_GetAttr(__pyx_b, name); + } + if (!result) { + PyErr_SetObject(PyExc_NameError, name); + } } - PyErr_Format(PyExc_TypeError, - "Argument '%s' has incorrect type (expected %s, got %s)", - name, type->tp_name, Py_TYPE(obj)->tp_name); - return 0; + return result; } static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { @@ -5465,6 +8653,141 @@ bad: } #endif +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact) +{ + if (!type) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (none_allowed && obj == Py_None) return 1; + else if (exact) { + if (Py_TYPE(obj) == type) return 1; + } + else { + if (PyObject_TypeCheck(obj, type)) return 1; + } + PyErr_Format(PyExc_TypeError, + "Argument '%s' has incorrect type (expected %s, got %s)", + name, type->tp_name, Py_TYPE(obj)->tp_name); + return 0; +} + +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION >= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AS_STRING(kw_name)); + #endif +} + +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + } else { + #if PY_MAJOR_VERSION < 3 + if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) { + #else + if (unlikely(!PyUnicode_Check(key))) { + #endif + goto invalid_keyword_type; + } else { + for (name = first_kw_arg; *name; name++) { + #if PY_MAJOR_VERSION >= 3 + if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) && + PyUnicode_Compare(**name, key) == 0) break; + #else + if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) && + _PyString_Eq(**name, key)) break; + #endif + } + if (*name) { + values[name-argnames] = value; + } else { + for (name=argnames; name != first_kw_arg; name++) { + if (**name == key) goto arg_passed_twice; + #if PY_MAJOR_VERSION >= 3 + if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) && + PyUnicode_Compare(**name, key) == 0) goto arg_passed_twice; + #else + if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) && + _PyString_Eq(**name, key)) goto arg_passed_twice; + #endif + } + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + } + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, **name); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + goto bad; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%s() got an unexpected keyword argument '%s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif +bad: + return -1; +} + +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%s() takes %s %"PY_FORMAT_SIZE_T"d positional argument%s (%"PY_FORMAT_SIZE_T"d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, "need more than %"PY_FORMAT_SIZE_T"d value%s to unpack", @@ -5492,6 +8815,8 @@ static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { return 0; } + + static double __Pyx__PyObject_AsDouble(PyObject* obj) { PyObject* float_value; if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) { diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx index 664724dd..698a66f6 100644 --- a/python/src/_cdec.pyx +++ b/python/src/_cdec.pyx @@ -1,50 +1,28 @@ from libcpp.string cimport string from libcpp.vector cimport vector -from cython.operator cimport dereference as deref from utils cimport * -cimport hypergraph cimport decoder -cimport lattice -cimport kbest as kb + +include "vectors.pxi" +include "hypergraph.pxi" +include "lattice.pxi" SetSilent(True) class ParseFailed(Exception): pass -cdef class Weights: - cdef vector[weight_t]* weights - - def __cinit__(self, Decoder decoder): - self.weights = &decoder.dec.CurrentWeightVector() - - def __getitem__(self, char* fname): - cdef unsigned fid = FDConvert(fname) - if fid <= self.weights.size(): - return self.weights[0][fid] - raise KeyError(fname) - - def __setitem__(self, char* fname, float value): - cdef unsigned fid = FDConvert(fname) - if self.weights.size() <= fid: - self.weights.resize(fid + 1) - self.weights[0][fid] = value - - def __iter__(self): - cdef unsigned fid - for fid in range(1, self.weights.size()): - yield FDConvert(fid).c_str(), self.weights[0][fid] - cdef class Decoder: cdef decoder.Decoder* dec - cdef public Weights weights + cdef public DenseVector weights def __cinit__(self, char* config): decoder.register_feature_functions() cdef istringstream* config_stream = new istringstream(config) self.dec = new decoder.Decoder(config_stream) del config_stream - self.weights = Weights(self) + self.weights = DenseVector() + self.weights.vector = &self.dec.CurrentWeightVector() def __dealloc__(self): del self.dec @@ -55,11 +33,17 @@ cdef class Decoder: fname, value = line.split() self.weights[fname.strip()] = float(value) - # TODO: list, lattice translation - def translate(self, unicode sentence, grammar=None): + def translate(self, sentence, grammar=None): + if isinstance(sentence, unicode): + inp = sentence.strip().encode('utf8') + elif isinstance(sentence, str): + inp = sentence.strip() + elif isinstance(sentence, Lattice): + inp = str(sentence) # PLF format + else: + raise TypeError('Cannot translate input type %s' % type(sentence)) if grammar: self.dec.SetSentenceGrammarFromString(string( grammar)) - inp = sentence.strip().encode('utf8') cdef decoder.BasicObserver observer = decoder.BasicObserver() self.dec.Decode(string(inp), &observer) if observer.hypergraph == NULL: @@ -67,90 +51,3 @@ cdef class Decoder: cdef Hypergraph hg = Hypergraph() hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) return hg - -cdef class Hypergraph: - cdef hypergraph.Hypergraph* hg - cdef MT19937* rng - - def __dealloc__(self): - del self.hg - if self.rng != NULL: - del self.rng - - def viterbi(self): - assert (self.hg != NULL) - cdef vector[WordID] trans - hypergraph.ViterbiESentence(self.hg[0], &trans) - cdef str sentence = GetString(trans).c_str() - return sentence.decode('utf8') - - def viterbi_tree(self): - assert (self.hg != NULL) - cdef str tree = hypergraph.ViterbiETree(self.hg[0]).c_str() - return tree.decode('utf8') - - def kbest(self, size): - assert (self.hg != NULL) - cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size) - cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation - cdef str tree - cdef unsigned k - for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - tree = GetString(derivation._yield).c_str() - yield tree.decode('utf8') - del derivations - - def kbest_tree(self, size): - assert (self.hg != NULL) - cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) - cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation - cdef str sentence - cdef unsigned k - for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - sentence = GetString(derivation._yield).c_str() - yield sentence.decode('utf8') - del derivations - - def intersect(self, Lattice lat): - assert (self.hg != NULL) - hypergraph.Intersect(lat.lattice[0], self.hg) - - def sample(self, unsigned n): - assert (self.hg != NULL) - cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() - if self.rng == NULL: - self.rng = new MT19937() - hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) - cdef str sentence - cdef unsigned k - for k in range(hypos.size()): - sentence = GetString(hypos[0][k].words).c_str() - yield sentence.decode('utf8') - del hypos - - # TODO: get feature expectations, get partition function ("inside" score) - # TODO: reweight the forest with different weights (Hypergraph::Reweight) - # TODO: inside-outside pruning - -cdef class Lattice: - cdef lattice.Lattice* lattice - - def __init__(self, tuple plf_tuple): - self.lattice = new lattice.Lattice() - cdef bytes plf = str(plf_tuple) - hypergraph.PLFtoLattice(string(plf), self.lattice) - - def __str__(self): - return hypergraph.AsPLF(self.lattice[0]).c_str() - - def __iter__(self): - return iter(eval(str(self))) - - def __dealloc__(self): - del self.lattice - -# TODO: wrap SparseVector diff --git a/python/src/decoder.pxd b/python/src/decoder.pxd index ab858841..e2678151 100644 --- a/python/src/decoder.pxd +++ b/python/src/decoder.pxd @@ -4,7 +4,7 @@ from hypergraph cimport Hypergraph from utils cimport istream, weight_t cdef extern from "decoder/ff_register.h": - cdef void register_feature_functions() + void register_feature_functions() cdef extern from "decoder/decoder.h": cdef cppclass SentenceMetadata: @@ -16,20 +16,20 @@ cdef extern from "decoder/decoder.h": cdef cppclass Decoder: Decoder(int argc, char** argv) Decoder(istream* config_file) - bint Decode(string input, DecoderObserver* observer) + bint Decode(string& inp, DecoderObserver* observer) # access this to either *read* or *write* to the decoder's last # weight vector (i.e., the weights of the finest past) vector[weight_t]& CurrentWeightVector() - void SetId(int id) - #const boost::program_options::variables_map& GetConf() const { return conf } + # void SetId(int id) + # const boost::program_options::variables_map& GetConf() const { return conf } # add grammar rules (currently only supported by SCFG decoders) # that will be used on subsequent calls to Decode. rules should be in standard # text format. This function does NOT read from a file. - void SetSupplementalGrammar(string grammar) - void SetSentenceGrammarFromString(string grammar_str) + void SetSupplementalGrammar(string& grammar) + void SetSentenceGrammarFromString(string& grammar_str) cdef extern from "observer.h": cdef cppclass BasicObserver(DecoderObserver): diff --git a/python/src/hypergraph.pxd b/python/src/hypergraph.pxd index 4aef6955..656b1d47 100644 --- a/python/src/hypergraph.pxd +++ b/python/src/hypergraph.pxd @@ -1,41 +1,73 @@ from libcpp.string cimport string from libcpp.vector cimport vector from utils cimport * -cimport lattice +from lattice cimport Lattice cdef extern from "decoder/hg.h": + cdef cppclass EdgeMask "std::vector": + EdgeMask(int size) + bint& operator[](int) + cdef cppclass Hypergraph: + cppclass Edge: + int id_ + int head_node_ # position in hg.nodes_ + SmallVector[unsigned] tail_nodes_ # positions in hg.nodes_ + #TRulePtr rule_ + FastSparseVector[weight_t] feature_values_ + LogVal[double] edge_prob_ + short int i_ + short int j_ + short int prev_i_ + short int prev_j_ cppclass Node: int id_ WordID cat_ WordID NT() - #EdgesVector in_edges_ - #EdgesVector out_edges_ + vector[Edge] in_edges_ + vector[Edge] out_edges_ Hypergraph(Hypergraph) vector[Node] nodes_ + vector[Edge] edges_ + void Reweight(vector[weight_t]& weights) + void Reweight(FastSparseVector& weights) + bint PruneInsideOutside(double beam_alpha, + double density, + EdgeMask* preserve_mask, + bint use_sum_prod_semiring, + double scale, + bint safe_inside) cdef extern from "decoder/viterbi.h": - cdef prob_t ViterbiESentence(Hypergraph hg, vector[WordID]* trans) - cdef string ViterbiETree(Hypergraph hg) + LogVal[double] ViterbiESentence(Hypergraph& hg, vector[WordID]* trans) + string ViterbiETree(Hypergraph& hg) + LogVal[double] ViterbiFSentence(Hypergraph& hg, vector[WordID]* trans) + string ViterbiFTree(Hypergraph& hg) + FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg) + FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg, + FastSparseVector[weight_t]* weights, + bint fatal_dotprod_disagreement) cdef extern from "decoder/hg_io.h" namespace "HypergraphIO": bint ReadFromJSON(istream* inp, Hypergraph* out) - bint WriteToJSON(Hypergraph hg, bint remove_rules, ostream* out) - - #void WriteAsCFG(Hypergraph hg) - #void WriteTarget(string base, unsigned sent_id, Hypergraph hg) - - void ReadFromPLF(string inp, Hypergraph* out, int line=*) - string AsPLF(Hypergraph hg, bint include_global_parentheses=*) - string AsPLF(lattice.Lattice lat, bint include_global_parentheses=*) - void PLFtoLattice(string plf, lattice.Lattice* pl) + bint WriteToJSON(Hypergraph& hg, bint remove_rules, ostream* out) + void ReadFromPLF(string& inp, Hypergraph* out, int line) + string AsPLF(Hypergraph& hg, bint include_global_parentheses) + void PLFtoLattice(string& plf, Lattice* pl) + string AsPLF(Lattice& lat, bint include_global_parentheses) cdef extern from "decoder/hg_intersect.h" namespace "HG": - bint Intersect(lattice.Lattice target, Hypergraph* hg) + bint Intersect(Lattice& target, Hypergraph* hg) cdef extern from "decoder/hg_sampler.h" namespace "HypergraphSampler": cdef cppclass Hypothesis: vector[WordID] words - SparseVector[double] fmap - prob_t model_score - void sample_hypotheses(Hypergraph hg, unsigned n, MT19937* rng, vector[Hypothesis]* hypos) + FastSparseVector[double] fmap + LogVal[double] model_score + void sample_hypotheses(Hypergraph& hg, + unsigned n, + MT19937* rng, + vector[Hypothesis]* hypos) + +cdef extern from "decoder/csplit.h" namespace "CompoundSplit": + int GetFullWordEdgeIndex(Hypergraph& forest) diff --git a/python/src/hypergraph.pxi b/python/src/hypergraph.pxi new file mode 100644 index 00000000..c226d105 --- /dev/null +++ b/python/src/hypergraph.pxi @@ -0,0 +1,92 @@ +cimport hypergraph +cimport kbest as kb + +cdef class Hypergraph: + cdef hypergraph.Hypergraph* hg + cdef MT19937* rng + + def __dealloc__(self): + del self.hg + if self.rng != NULL: + del self.rng + + def viterbi(self): + cdef vector[WordID] trans + hypergraph.ViterbiESentence(self.hg[0], &trans) + cdef str sentence = GetString(trans).c_str() + return sentence.decode('utf8') + + def viterbi_tree(self): + cdef str tree = hypergraph.ViterbiETree(self.hg[0]).c_str() + return tree.decode('utf8') + + def viterbi_source_tree(self): + cdef str tree = hypergraph.ViterbiFTree(self.hg[0]).c_str() + return tree.decode('utf8') + + def viterbi_features(self): + cdef SparseVector fmap = SparseVector() + fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) + return fmap + + def kbest(self, size): + cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size) + cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation + cdef str sentence + cdef unsigned k + for k in range(size): + derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not derivation: break + sentence = GetString(derivation._yield).c_str() + yield sentence.decode('utf8') + del derivations + + def kbest_tree(self, size): + cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) + cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation + cdef str tree + cdef unsigned k + for k in range(size): + derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not derivation: break + tree = GetString(derivation._yield).c_str() + yield tree.decode('utf8') + del derivations + + def sample(self, unsigned n): + cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() + if self.rng == NULL: + self.rng = new MT19937() + hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) + cdef str sentence + cdef unsigned k + for k in range(hypos.size()): + sentence = GetString(hypos[0][k].words).c_str() + yield sentence.decode('utf8') + del hypos + + # TODO richer k-best/sample output (feature vectors, trees?) + + def intersect(self, Lattice lat): + return hypergraph.Intersect(lat.lattice[0], self.hg) + + def prune(self, beam_alpha=0, density=0, **kwargs): + cdef hypergraph.EdgeMask* preserve_mask = NULL + if 'csplit_preserve_full_word' in kwargs: + preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) + preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True + self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) + + def lattice(self): # TODO direct hg -> lattice conversion in cdec + cdef str plf = hypergraph.AsPLF(self.hg[0], True).c_str() + return Lattice(eval(plf)) + + def reweight(self, weights): + if isinstance(weights, SparseVector): + self.hg.Reweight(( weights).vector[0]) + elif isinstance(weights, DenseVector): + self.hg.Reweight(( weights).vector[0]) + else: + raise ValueError('cannot reweight hypergraph with %s' % type(weights)) + + # TODO get feature expectations, get partition function ("inside" score) diff --git a/python/src/kbest.pxd b/python/src/kbest.pxd index e339714a..f34ac5ed 100644 --- a/python/src/kbest.pxd +++ b/python/src/kbest.pxd @@ -1,16 +1,18 @@ from libcpp.vector cimport vector from utils cimport WordID -cimport hypergraph +from hypergraph cimport Hypergraph cdef extern from "decoder/viterbi.h": cdef cppclass ESentenceTraversal: pass cdef cppclass ETreeTraversal: pass + cdef cppclass FTreeTraversal: + pass cdef extern from "decoder/kbest.h" namespace "KBest": cdef cppclass KBestDerivations[T, Traversal]: cppclass Derivation: T _yield "yield" - KBestDerivations(hypergraph.Hypergraph hg, unsigned k) + KBestDerivations(Hypergraph& hg, unsigned k) Derivation* LazyKthBest(unsigned v, unsigned k) diff --git a/python/src/lattice.pxd b/python/src/lattice.pxd index bdfaba80..3a4bc22f 100644 --- a/python/src/lattice.pxd +++ b/python/src/lattice.pxd @@ -1,4 +1,5 @@ from libcpp.vector cimport vector +from libcpp.string cimport string from utils cimport WordID cdef extern from "decoder/lattice.h": @@ -9,8 +10,12 @@ cdef extern from "decoder/lattice.h": LatticeArc() LatticeArc(WordID w, double c, int i) - cdef cppclass Lattice: # (vector[vector[LatticeArc]]) + cdef cppclass Lattice(vector): # (vector[vector[LatticeArc]]) Lattice() Lattice(unsigned t) - Lattice(unsigned t, vector[LatticeArc] v) + Lattice(unsigned t, vector[LatticeArc]& v) bint IsSentence() + vector[LatticeArc]& operator[](unsigned) + +cdef extern from "decoder/lattice.h" namespace "LatticeTools": + void ConvertTextToLattice(string& text, Lattice* pl) diff --git a/python/src/lattice.pxi b/python/src/lattice.pxi new file mode 100644 index 00000000..493c6dcd --- /dev/null +++ b/python/src/lattice.pxi @@ -0,0 +1,56 @@ +cimport lattice + +cdef class Lattice: + cdef lattice.Lattice* lattice + + def __init__(self, inp): + if isinstance(inp, tuple): + self.lattice = new lattice.Lattice(len(inp)) + for i, arcs in enumerate(inp): + self[i] = arcs + else: + if isinstance(inp, unicode): + inp = inp.encode('utf8') + if not isinstance(inp, str): + raise TypeError('Cannot create lattice from %s' % type(inp)) + self.lattice = new lattice.Lattice() + lattice.ConvertTextToLattice(string(inp), self.lattice) + + def __getitem__(self, int index): + if not 0 <= index < len(self): + raise IndexError('lattice index out of range') + arcs = [] + cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] + cdef lattice.LatticeArc* arc + cdef str label + cdef unsigned i + for i in range(arc_vector.size()): + arc = &arc_vector[i] + label = TDConvert(arc.label) + arcs.append((label.decode('utf8'), arc.cost, arc.dist2next)) + return tuple(arcs) + + def __setitem__(self, int index, tuple arcs): + if not 0 <= index < len(self): + raise IndexError('lattice index out of range') + cdef lattice.LatticeArc* arc + for (label, cost, dist2next) in arcs: + if isinstance(label, unicode): + label = label.encode('utf8') + arc = new lattice.LatticeArc(TDConvert(label), cost, dist2next) + self.lattice[0][index].push_back(arc[0]) + del arc + + def __len__(self): + return self.lattice.size() + + def __str__(self): + return hypergraph.AsPLF(self.lattice[0], True).c_str() + + def __iter__(self): + cdef unsigned i + for i in range(len(self)): + yield self[i] + + def __dealloc__(self): + del self.lattice diff --git a/python/src/utils.pxd b/python/src/utils.pxd index 786cd265..3d518524 100644 --- a/python/src/utils.pxd +++ b/python/src/utils.pxd @@ -1,5 +1,6 @@ from libcpp.string cimport string from libcpp.vector cimport vector +from libcpp.pair cimport pair cdef extern from "" namespace "std": cdef cppclass istream: @@ -8,30 +9,60 @@ cdef extern from "" namespace "std": pass cdef cppclass istringstream(istream): istringstream(char*) + ostream cout cdef extern from "utils/weights.h": ctypedef double weight_t cdef extern from "utils/logval.h": cdef cppclass LogVal[T]: - pass + double as_float() -cdef extern from "utils/prob.h": - cdef cppclass prob_t: - pass + double log(LogVal[double]&) cdef extern from "utils/wordid.h": ctypedef int WordID -cdef extern from "utils/sparse_vector.h": - cdef cppclass SparseVector[T]: +cdef extern from "utils/small_vector.h": + cdef cppclass SmallVector[T]: pass +cdef extern from "utils/sparse_vector.h": + cdef cppclass FastSparseVector[T]: + cppclass const_iterator: + const_iterator(FastSparseVector[T]&, bint is_end) + pair[unsigned, T]* ptr "operator->" () + const_iterator& operator++() + bint operator==(const_iterator&) + bint operator!=(const_iterator&) + FastSparseVector() + FastSparseVector(FastSparseVector[T]&) + const_iterator begin() + const_iterator end() + void init_vector(vector[T]* vp) + T value(unsigned k) + void set_value(unsigned k, T& v) + size_t size() + bint nonzero(unsigned k) + bint operator==(FastSparseVector[T]&) + T dot(vector[weight_t]&) # cython bug when [T] + T dot(FastSparseVector[T]&) + + FastSparseVector[weight_t] operator+(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) + FastSparseVector[weight_t] operator-(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) + ostream operator<<(ostream& out, FastSparseVector[weight_t]& v) + +cdef extern from "utils/weights.h" namespace "Weights": + void InitSparseVector(vector[weight_t]& dv, FastSparseVector[weight_t]* sv) + cdef extern from "utils/tdict.cc" namespace "TD": - cdef string GetString(vector[WordID] st) + string GetString(vector[WordID]& st) + unsigned NumWords() + WordID TDConvert "TD::Convert" (char*) + char* TDConvert "TD::Convert" (WordID) cdef extern from "utils/verbose.h": - cdef void SetSilent(bint) + void SetSilent(bint) cdef extern from "utils/fdict.h" namespace "FD": WordID FDConvert "FD::Convert" (char*) @@ -39,15 +70,9 @@ cdef extern from "utils/fdict.h" namespace "FD": cdef extern from "utils/filelib.h": cdef cppclass ReadFile: - ReadFile(string) + ReadFile(string&) istream* stream() cdef extern from "utils/sampler.h": cdef cppclass MT19937: pass - -""" -cdef extern from "" namespace "boost": - cdef cppclass shared_ptr[T]: - void reset(T*) -""" diff --git a/python/src/vectors.pxi b/python/src/vectors.pxi new file mode 100644 index 00000000..74d3a0bd --- /dev/null +++ b/python/src/vectors.pxi @@ -0,0 +1,101 @@ +from cython.operator cimport preincrement as pinc + +cdef class DenseVector: + cdef vector[weight_t]* vector + + def __getitem__(self, char* fname): + cdef unsigned fid = FDConvert(fname) + if fid <= self.vector.size(): + return self.vector[0][fid] + raise KeyError(fname) + + def __setitem__(self, char* fname, float value): + cdef unsigned fid = FDConvert(fname) + if self.vector.size() <= fid: + self.vector.resize(fid + 1) + self.vector[0][fid] = value + + def __iter__(self): + cdef unsigned fid + for fid in range(1, self.vector.size()): + yield FDConvert(fid).c_str(), self.vector[0][fid] + + def dot(self, SparseVector other): + return other.dot(self) + + def tosparse(self): + cdef SparseVector sparse = SparseVector() + sparse.vector = new FastSparseVector[weight_t]() + InitSparseVector(self.vector[0], sparse.vector) + return sparse + +cdef class SparseVector: + cdef FastSparseVector[weight_t]* vector + + def __getitem__(self, char* fname): + cdef unsigned fid = FDConvert(fname) + return self.vector.value(fid) + + def __setitem__(self, char* fname, float value): + cdef unsigned fid = FDConvert(fname) + self.vector.set_value(fid, value) + + def __iter__(self): + cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) + cdef str fname + for i in range(self.vector.size()): + fname = FDConvert(it[0].ptr().first).c_str() + yield (fname, it[0].ptr().second) + pinc(it[0]) + + def dot(self, other): + if isinstance(other, DenseVector): + return self.vector.dot(( other).vector[0]) + elif isinstance(other, SparseVector): + return self.vector.dot(( other).vector[0]) + raise ValueError('cannot take the dot product of %s and SparseVector' % type(other)) + + def todense(self): + cdef DenseVector dense = DenseVector() + dense.vector = new vector[weight_t]() + self.vector.init_vector(dense.vector) + return dense + + def __richcmp__(SparseVector self, SparseVector other, int op): + if op == 2: # == + return self.vector[0] == other.vector[0] + elif op == 3: # != + return not (self == other) + raise NotImplemented('comparison not implemented for SparseVector') + + def __len__(self): + return self.vector.size() + + def __contains__(self, char* fname): + return self.vector.nonzero(FDConvert(fname)) + + def __iadd__(SparseVector self, SparseVector other): + self.vector[0] += other.vector[0] + return self + + def __isub__(SparseVector self, SparseVector other): + self.vector[0] -= other.vector[0] + return self + + def __imul__(SparseVector self, float scalar): + self.vector[0] *= scalar + return self + + def __idiv__(SparseVector self, float scalar): + self.vector[0] /= scalar + return self + + def __add__(SparseVector self, SparseVector other): + cdef SparseVector result = SparseVector() + result.vector = new FastSparseVector[weight_t](self.vector[0] + other.vector[0]) + return result + + def __sub__(SparseVector self, SparseVector other): + cdef SparseVector result = SparseVector() + result.vector = new FastSparseVector[weight_t](self.vector[0] - other.vector[0]) + return result diff --git a/python/test.py b/python/test.py index 1542dd4f..92403298 100644 --- a/python/test.py +++ b/python/test.py @@ -19,14 +19,16 @@ with gzip.open(grammar_file) as f: # Input sentence sentence = u'澳洲 是 与 北韩 有 邦交 的 少数 国家 之一 。' -print 'Input:', sentence +print ' Input:', sentence.encode('utf8') # Decode forest = decoder.translate(sentence, grammar=grammar) # Get viterbi translation print 'Output[0]:', forest.viterbi().encode('utf8') -print ' Tree[0]:', forest.viterbi_tree().encode('utf8') +print ' ETree[0]:', forest.viterbi_tree().encode('utf8') +print ' FTree[0]:', forest.viterbi_source_tree().encode('utf8') +print 'LgProb[0]:', forest.viterbi_features().dot(decoder.weights) # Get k-best translations for i, (sentence, tree) in enumerate(zip(forest.kbest(5), forest.kbest_tree(5)), 1): @@ -37,6 +39,9 @@ for i, (sentence, tree) in enumerate(zip(forest.kbest(5), forest.kbest_tree(5)), for sentence in forest.sample(5): print 'Sample:', sentence.encode('utf8') +# Get feature vector for 1best +fsrc = forest.viterbi_features() + # Reference lattice lattice = ((('australia',0,1),),(('is',0,1),),(('one',0,1),),(('of',0,1),),(('the',0,4),('a',0,4),('a',0,1),('the',0,1),),(('small',0,1),('tiny',0,1),('miniscule',0,1),('handful',0,2),),(('number',0,1),('group',0,1),),(('of',0,2),),(('few',0,1),),(('countries',0,1),),(('that',0,1),),(('has',0,1),('have',0,1),),(('diplomatic',0,1),),(('relations',0,1),),(('with',0,1),),(('north',0,1),),(('korea',0,1),),(('.',0,1),),) @@ -44,6 +49,12 @@ lat = cdec.Lattice(lattice) assert (lattice == tuple(lat)) # Intersect forest and lattice -forest.intersect(lat) +assert forest.intersect(lat) + # Get best synchronous parse print forest.viterbi_tree() +print forest.viterbi_source_tree() + +# Compare 1best and reference feature vectors +fref = forest.viterbi_features() +print dict(fsrc - fref) -- cgit v1.2.3 From b9266b068a37dc46f8de813c59ffbef2e4b89280 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sat, 23 Jun 2012 15:54:21 -0400 Subject: clean up tagger a bit --- configure.ac | 2 +- decoder/ff_tagger.cc | 17 ++++++++++++++--- decoder/tagger.cc | 1 + 3 files changed, 16 insertions(+), 4 deletions(-) diff --git a/configure.ac b/configure.ac index 19498794..e22eddbd 100644 --- a/configure.ac +++ b/configure.ac @@ -130,6 +130,6 @@ then AM_CONDITIONAL([GLC], true) fi -CPPFLAGS="-fPIC $CPPFLAGS -DHAVE_CONFIG_H" +CPPFLAGS="-DPIC -fPIC $CPPFLAGS -DHAVE_CONFIG_H" AC_OUTPUT(Makefile rst_parser/Makefile utils/Makefile mteval/Makefile extools/Makefile decoder/Makefile phrasinator/Makefile training/Makefile training/liblbfgs/Makefile dpmert/Makefile pro-train/Makefile rampion/Makefile klm/util/Makefile klm/lm/Makefile mira/Makefile dtrain/Makefile gi/pyp-topics/src/Makefile gi/clda/src/Makefile gi/pf/Makefile gi/markov_al/Makefile) diff --git a/decoder/ff_tagger.cc b/decoder/ff_tagger.cc index 019315a2..fd9210fa 100644 --- a/decoder/ff_tagger.cc +++ b/decoder/ff_tagger.cc @@ -8,6 +8,17 @@ using namespace std; +namespace { + string Escape(const string& x) { + string y = x; + for (int i = 0; i < y.size(); ++i) { + if (y[i] == '=') y[i]='_'; + if (y[i] == ';') y[i]='_'; + } + return y; + } +} + Tagger_BigramIndicator::Tagger_BigramIndicator(const std::string& param) : FeatureFunction(sizeof(WordID)) { no_uni_ = (LowercaseString(param) == "no_uni"); @@ -28,7 +39,7 @@ void Tagger_BigramIndicator::FireFeature(const WordID& left, os << '_'; if (right < 0) { os << "EOS"; } else { os << TD::Convert(right); } } - fid = FD::Convert(os.str()); + fid = FD::Convert(Escape(os.str())); } features->set_value(fid, 1.0); } @@ -90,7 +101,7 @@ void LexicalPairIndicator::FireFeature(WordID src, if (!fid) { ostringstream os; os << name_ << ':' << TD::Convert(src) << ':' << TD::Convert(trg); - fid = FD::Convert(os.str()); + fid = FD::Convert(Escape(os.str())); } features->set_value(fid, 1.0); } @@ -127,7 +138,7 @@ void OutputIndicator::FireFeature(WordID trg, if (escape.count(trg)) trg = escape[trg]; ostringstream os; os << "T:" << TD::Convert(trg); - fid = FD::Convert(os.str()); + fid = FD::Convert(Escape(os.str())); } features->set_value(fid, 1.0); } diff --git a/decoder/tagger.cc b/decoder/tagger.cc index 54890e85..63e855c8 100644 --- a/decoder/tagger.cc +++ b/decoder/tagger.cc @@ -54,6 +54,7 @@ struct TaggerImpl { const int new_node_id = forest->AddNode(kXCAT)->id_; for (int k = 0; k < tagset_.size(); ++k) { TRulePtr rule(TRule::CreateLexicalRule(src, tagset_[k])); + rule->lhs_ = kXCAT; Hypergraph::Edge* edge = forest->AddEdge(rule, Hypergraph::TailNodeVector()); edge->i_ = i; edge->j_ = i+1; -- cgit v1.2.3 From 535cfe8da7c6107d8415afd1381d59f2a6b9844f Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 24 Jun 2012 15:52:30 -0400 Subject: compute risk / gradient of risk --- training/Makefile.am | 3 ++- training/risk.cc | 43 +++++++++++++++++++++++++++++++++++++++++++ training/risk.h | 25 +++++++++++++++++++++++++ 3 files changed, 70 insertions(+), 1 deletion(-) create mode 100644 training/risk.cc create mode 100644 training/risk.h diff --git a/training/Makefile.am b/training/Makefile.am index 19ee8f0d..68ebfab4 100644 --- a/training/Makefile.am +++ b/training/Makefile.am @@ -27,7 +27,8 @@ noinst_LIBRARIES = libtraining.a libtraining_a_SOURCES = \ candidate_set.cc \ optimize.cc \ - online_optimizer.cc + online_optimizer.cc \ + risk.cc mpi_online_optimize_SOURCES = mpi_online_optimize.cc mpi_online_optimize_LDADD = libtraining.a $(top_srcdir)/decoder/libcdec.a $(top_srcdir)/mteval/libmteval.a $(top_srcdir)/utils/libutils.a ../klm/lm/libklm.a ../klm/util/libklm_util.a -lz diff --git a/training/risk.cc b/training/risk.cc new file mode 100644 index 00000000..347ed3cb --- /dev/null +++ b/training/risk.cc @@ -0,0 +1,43 @@ +#include "risk.h" + +#include "prob.h" +#include "candidate_set.h" +#include "ns.h" + +using namespace std; + +namespace training { + +// g = \sum_e p(e|f) * loss(e) * (phi(e,f) - E[phi(e,f)]) +double CandidateSetRisk::operator()(const vector& params, + SparseVector* g) const { + prob_t z; + for (unsigned i = 0; i < cands_.size(); ++i) { + const prob_t u(cands_[i].fmap.dot(params), init_lnx()); + z += u; + } + const double log_z = log(z); + + SparseVector exp_feats; + if (g) { + for (unsigned i = 0; i < cands_.size(); ++i) { + const double log_prob = cands_[i].fmap.dot(params) - log_z; + const double prob = exp(log_prob); + exp_feats += cands_[i].fmap * prob; + } + } + + double risk = 0; + for (unsigned i = 0; i < cands_.size(); ++i) { + const double log_prob = cands_[i].fmap.dot(params) - log_z; + const double prob = exp(log_prob); + const double r = prob * metric_.ComputeScore(cands_[i].eval_feats); + risk += r; + if (g) (*g) += (cands_[i].fmap - exp_feats) * r; + } + return risk; +} + +} + + diff --git a/training/risk.h b/training/risk.h new file mode 100644 index 00000000..00ff60ec --- /dev/null +++ b/training/risk.h @@ -0,0 +1,25 @@ +#ifndef _RISK_H_ +#define _RISK_H_ + +#include +#include "sparse_vector.h" +class EvaluationMetric; + +namespace training { + class CandidateSet; + + class CandidateSetRisk { + explicit CandidateSetRisk(const CandidateSet& cs, const EvaluationMetric& metric) : + cands_(cs), + metric_(metric) {} + // compute the risk (expected loss) of a CandidateSet + // (optional) the gradient of the risk with respect to params + double operator()(const std::vector& params, + SparseVector* g = NULL) const; + private: + const CandidateSet& cands_; + const EvaluationMetric& metric_; + }; +}; + +#endif -- cgit v1.2.3 From ac40b555b98a2ea295d48e95263086b52ed3b74b Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 24 Jun 2012 22:30:50 -0400 Subject: minimum risk training, not completely ready for primetime --- Makefile.am | 20 +- minrisk/Makefile.am | 6 + minrisk/minrisk.pl | 540 ++++++++++++++++++++++++++++++++++++++ minrisk/minrisk_generate_input.pl | 18 ++ minrisk/minrisk_optimize.cc | 141 ++++++++++ training/risk.cc | 4 +- training/risk.h | 1 + 7 files changed, 728 insertions(+), 2 deletions(-) create mode 100644 minrisk/Makefile.am create mode 100755 minrisk/minrisk.pl create mode 100755 minrisk/minrisk_generate_input.pl create mode 100644 minrisk/minrisk_optimize.cc diff --git a/Makefile.am b/Makefile.am index ea5e2b3f..4df72cff 100644 --- a/Makefile.am +++ b/Makefile.am @@ -1,7 +1,25 @@ # warning - the subdirectories in the following list should # be kept in topologically sorted order. Also, DO NOT introduce # cyclic dependencies between these directories! -SUBDIRS = utils mteval klm/util klm/lm decoder phrasinator training training/liblbfgs mira dtrain dpmert pro-train rampion extools gi/pf gi/markov_al rst_parser +SUBDIRS = \ + utils \ + mteval \ + klm/util \ + klm/lm \ + decoder \ + phrasinator \ + training \ + training/liblbfgs \ + mira \ + dtrain \ + dpmert \ + pro-train \ + rampion \ + minrisk \ + extools \ + gi/pf \ + gi/markov_al \ + rst_parser #gi/pyp-topics/src gi/clda/src gi/posterior-regularisation/prjava diff --git a/minrisk/Makefile.am b/minrisk/Makefile.am new file mode 100644 index 00000000..a24f047c --- /dev/null +++ b/minrisk/Makefile.am @@ -0,0 +1,6 @@ +bin_PROGRAMS = minrisk_optimize + +minrisk_optimize_SOURCES = minrisk_optimize.cc +minrisk_optimize_LDADD = $(top_srcdir)/training/libtraining.a $(top_srcdir)/decoder/libcdec.a $(top_srcdir)/mteval/libmteval.a $(top_srcdir)/utils/libutils.a $(top_srcdir)/training/liblbfgs/liblbfgs.a -lz + +AM_CPPFLAGS = -W -Wall $(GTEST_CPPFLAGS) -I$(top_srcdir)/utils -I$(top_srcdir)/decoder -I$(top_srcdir)/mteval -I$(top_srcdir)/training diff --git a/minrisk/minrisk.pl b/minrisk/minrisk.pl new file mode 100755 index 00000000..99893a66 --- /dev/null +++ b/minrisk/minrisk.pl @@ -0,0 +1,540 @@ +#!/usr/bin/env perl +use strict; +my @ORIG_ARGV=@ARGV; +use Cwd qw(getcwd); +my $SCRIPT_DIR; BEGIN { use Cwd qw/ abs_path /; use File::Basename; $SCRIPT_DIR = dirname(abs_path($0)); push @INC, $SCRIPT_DIR, "$SCRIPT_DIR/../environment"; } + +# Skip local config (used for distributing jobs) if we're running in local-only mode +use LocalConfig; +use Getopt::Long; +use IPC::Open2; +use POSIX ":sys_wait_h"; +my $QSUB_CMD = qsub_args(mert_memory()); +my $default_jobs = env_default_jobs(); + +my $VEST_DIR="$SCRIPT_DIR/../dpmert"; +require "$VEST_DIR/libcall.pl"; + +# Default settings +my $srcFile; +my $refFiles; +my $bin_dir = $SCRIPT_DIR; +die "Bin directory $bin_dir missing/inaccessible" unless -d $bin_dir; +my $FAST_SCORE="$bin_dir/../mteval/fast_score"; +die "Can't execute $FAST_SCORE" unless -x $FAST_SCORE; +my $MAPINPUT = "$bin_dir/minrisk_generate_input.pl"; +my $MAPPER = "$bin_dir/minrisk_optimize"; +my $parallelize = "$VEST_DIR/parallelize.pl"; +my $libcall = "$VEST_DIR/libcall.pl"; +my $sentserver = "$VEST_DIR/sentserver"; +my $sentclient = "$VEST_DIR/sentclient"; +my $LocalConfig = "$SCRIPT_DIR/../environment/LocalConfig.pm"; + +my $SCORER = $FAST_SCORE; +die "Can't find $MAPPER" unless -x $MAPPER; +my $cdec = "$bin_dir/../decoder/cdec"; +die "Can't find decoder in $cdec" unless -x $cdec; +die "Can't find $parallelize" unless -x $parallelize; +die "Can't find $libcall" unless -e $libcall; +my $decoder = $cdec; +my $lines_per_mapper = 30; +my $iteration = 1; +my $best_weights; +my $psi = 1; +my $default_max_iter = 30; +my $max_iterations = $default_max_iter; +my $jobs = $default_jobs; # number of decode nodes +my $pmem = "4g"; +my $disable_clean = 0; +my %seen_weights; +my $help = 0; +my $epsilon = 0.0001; +my $dryrun = 0; +my $last_score = -10000000; +my $metric = "ibm_bleu"; +my $dir; +my $iniFile; +my $weights; +my $use_make = 1; # use make to parallelize +my $useqsub = 0; +my $initial_weights; +my $pass_suffix = ''; +my $cpbin=1; + +# regularization strength +my $tune_regularizer = 0; +my $reg = 500; +my $reg_previous = 5000; +my $dont_accum = 0; + +# Process command-line options +Getopt::Long::Configure("no_auto_abbrev"); +if (GetOptions( + "jobs=i" => \$jobs, + "dont-clean" => \$disable_clean, + "dont-accumulate" => \$dont_accum, + "pass-suffix=s" => \$pass_suffix, + "qsub" => \$useqsub, + "dry-run" => \$dryrun, + "epsilon=s" => \$epsilon, + "help" => \$help, + "weights=s" => \$initial_weights, + "reg=f" => \$reg, + "use-make=i" => \$use_make, + "max-iterations=i" => \$max_iterations, + "pmem=s" => \$pmem, + "cpbin!" => \$cpbin, + "ref-files=s" => \$refFiles, + "metric=s" => \$metric, + "source-file=s" => \$srcFile, + "workdir=s" => \$dir, +) == 0 || @ARGV!=1 || $help) { + print_help(); + exit; +} + +die "--tune-regularizer is no longer supported with --reg-previous and --reg. Please tune manually.\n" if $tune_regularizer; + +if ($useqsub) { + $use_make = 0; + die "LocalEnvironment.pm does not have qsub configuration for this host. Cannot run with --qsub!\n" unless has_qsub(); +} + +my @missing_args = (); +if (!defined $srcFile) { push @missing_args, "--source-file"; } +if (!defined $refFiles) { push @missing_args, "--ref-files"; } +if (!defined $initial_weights) { push @missing_args, "--weights"; } +die "Please specify missing arguments: " . join (', ', @missing_args) . "\n" if (@missing_args); + +if ($metric =~ /^(combi|ter)$/i) { + $lines_per_mapper = 5; +} + +($iniFile) = @ARGV; + + +sub write_config; +sub enseg; +sub print_help; + +my $nodelist; +my $host =check_output("hostname"); chomp $host; +my $bleu; +my $interval_count = 0; +my $logfile; +my $projected_score; + +# used in sorting scores +my $DIR_FLAG = '-r'; +if ($metric =~ /^ter$|^aer$/i) { + $DIR_FLAG = ''; +} + +my $refs_comma_sep = get_comma_sep_refs('r',$refFiles); + +unless ($dir){ + $dir = "rampion"; +} +unless ($dir =~ /^\//){ # convert relative path to absolute path + my $basedir = check_output("pwd"); + chomp $basedir; + $dir = "$basedir/$dir"; +} + + +# Initializations and helper functions +srand; + +my @childpids = (); +my @cleanupcmds = (); + +sub cleanup { + print STDERR "Cleanup...\n"; + for my $pid (@childpids){ unchecked_call("kill $pid"); } + for my $cmd (@cleanupcmds){ unchecked_call("$cmd"); } + exit 1; +}; +# Always call cleanup, no matter how we exit +*CORE::GLOBAL::exit = + sub{ cleanup(); }; +$SIG{INT} = "cleanup"; +$SIG{TERM} = "cleanup"; +$SIG{HUP} = "cleanup"; + +my $decoderBase = check_output("basename $decoder"); chomp $decoderBase; +my $newIniFile = "$dir/$decoderBase.ini"; +my $inputFileName = "$dir/input"; +my $user = $ENV{"USER"}; +# process ini file +-e $iniFile || die "Error: could not open $iniFile for reading\n"; +open(INI, $iniFile); + +use File::Basename qw(basename); +#pass bindir, refs to vars holding bin +sub modbin { + local $_; + my $bindir=shift; + check_call("mkdir -p $bindir"); + -d $bindir || die "couldn't make bindir $bindir"; + for (@_) { + my $src=$$_; + $$_="$bindir/".basename($src); + check_call("cp -p $src $$_"); + } +} +sub dirsize { + opendir ISEMPTY,$_[0]; + return scalar(readdir(ISEMPTY))-1; +} +my @allweights; +if ($dryrun){ + write_config(*STDERR); + exit 0; +} else { + if (-e $dir && dirsize($dir)>1 && -e "$dir/hgs" ){ # allow preexisting logfile, binaries, but not dist-pro.pl outputs + die "ERROR: working dir $dir already exists\n\n"; + } else { + -e $dir || mkdir $dir; + mkdir "$dir/hgs"; + modbin("$dir/bin",\$LocalConfig,\$cdec,\$SCORER,\$MAPINPUT,\$MAPPER,\$parallelize,\$sentserver,\$sentclient,\$libcall) if $cpbin; + mkdir "$dir/scripts"; + my $cmdfile="$dir/rerun-pro.sh"; + open CMD,'>',$cmdfile; + print CMD "cd ",&getcwd,"\n"; +# print CMD &escaped_cmdline,"\n"; #buggy - last arg is quoted. + my $cline=&cmdline."\n"; + print CMD $cline; + close CMD; + print STDERR $cline; + chmod(0755,$cmdfile); + check_call("cp $initial_weights $dir/weights.0"); + die "Can't find weights.0" unless (-e "$dir/weights.0"); + } + write_config(*STDERR); +} + + +# Generate initial files and values +check_call("cp $iniFile $newIniFile"); +$iniFile = $newIniFile; + +my $newsrc = "$dir/dev.input"; +enseg($srcFile, $newsrc); +$srcFile = $newsrc; +my $devSize = 0; +open F, "<$srcFile" or die "Can't read $srcFile: $!"; +while() { $devSize++; } +close F; + +unless($best_weights){ $best_weights = $weights; } +unless($projected_score){ $projected_score = 0.0; } +$seen_weights{$weights} = 1; +my $kbest = "$dir/kbest"; +if ($dont_accum) { + $kbest = ''; +} else { + check_call("mkdir -p $kbest"); + $kbest = "--kbest_repository $kbest"; +} + +my $random_seed = int(time / 1000); +my $lastWeightsFile; +my $lastPScore = 0; +# main optimization loop +while (1){ + print STDERR "\n\nITERATION $iteration\n==========\n"; + + if ($iteration > $max_iterations){ + print STDERR "\nREACHED STOPPING CRITERION: Maximum iterations\n"; + last; + } + # iteration-specific files + my $runFile="$dir/run.raw.$iteration"; + my $onebestFile="$dir/1best.$iteration"; + my $logdir="$dir/logs.$iteration"; + my $decoderLog="$logdir/decoder.sentserver.log.$iteration"; + my $scorerLog="$logdir/scorer.log.$iteration"; + check_call("mkdir -p $logdir"); + + + #decode + print STDERR "RUNNING DECODER AT "; + print STDERR unchecked_output("date"); + my $im1 = $iteration - 1; + my $weightsFile="$dir/weights.$im1"; + push @allweights, "-w $dir/weights.$im1"; + `rm -f $dir/hgs/*.gz`; + my $decoder_cmd = "$decoder -c $iniFile --weights$pass_suffix $weightsFile -O $dir/hgs"; + my $pcmd; + if ($use_make) { + $pcmd = "cat $srcFile | $parallelize --use-fork -p $pmem -e $logdir -j $jobs --"; + } else { + $pcmd = "cat $srcFile | $parallelize -p $pmem -e $logdir -j $jobs --"; + } + my $cmd = "$pcmd $decoder_cmd 2> $decoderLog 1> $runFile"; + print STDERR "COMMAND:\n$cmd\n"; + check_bash_call($cmd); + my $num_hgs; + my $num_topbest; + my $retries = 0; + while($retries < 5) { + $num_hgs = check_output("ls $dir/hgs/*.gz | wc -l"); + $num_topbest = check_output("wc -l < $runFile"); + print STDERR "NUMBER OF HGs: $num_hgs\n"; + print STDERR "NUMBER OF TOP-BEST HYPs: $num_topbest\n"; + if($devSize == $num_hgs && $devSize == $num_topbest) { + last; + } else { + print STDERR "Incorrect number of hypergraphs or topbest. Waiting for distributed filesystem and retrying...\n"; + sleep(3); + } + $retries++; + } + die "Dev set contains $devSize sentences, but we don't have topbest and hypergraphs for all these! Decoder failure? Check $decoderLog\n" if ($devSize != $num_hgs || $devSize != $num_topbest); + my $dec_score = check_output("cat $runFile | $SCORER $refs_comma_sep -m $metric"); + chomp $dec_score; + print STDERR "DECODER SCORE: $dec_score\n"; + + # save space + check_call("gzip -f $runFile"); + check_call("gzip -f $decoderLog"); + + # run optimizer + print STDERR "RUNNING OPTIMIZER AT "; + print STDERR unchecked_output("date"); + print STDERR " - GENERATE TRAINING EXEMPLARS\n"; + my $mergeLog="$logdir/prune-merge.log.$iteration"; + + my $score = 0; + my $icc = 0; + my $inweights="$dir/weights.$im1"; + my $outweights="$dir/weights.$iteration"; + $cmd="$MAPINPUT $dir/hgs > $dir/agenda.$im1"; + print STDERR "COMMAND:\n$cmd\n"; + check_call($cmd); + $cmd="$MAPPER $refs_comma_sep -m $metric -i $dir/agenda.$im1 $kbest -w $inweights > $outweights"; + check_call($cmd); + $lastWeightsFile = $outweights; + $iteration++; + `rm hgs/*.gz`; + print STDERR "\n==========\n"; +} + +print STDERR "\nFINAL WEIGHTS: $lastWeightsFile\n(Use -w with the decoder)\n\n"; + +print STDOUT "$lastWeightsFile\n"; + +exit 0; + +sub get_lines { + my $fn = shift @_; + open FL, "<$fn" or die "Couldn't read $fn: $!"; + my $lc = 0; + while() { $lc++; } + return $lc; +} + +sub get_comma_sep_refs { + my ($r,$p) = @_; + my $o = check_output("echo $p"); + chomp $o; + my @files = split /\s+/, $o; + return "-$r " . join(" -$r ", @files); +} + +sub read_weights_file { + my ($file) = @_; + open F, "<$file" or die "Couldn't read $file: $!"; + my @r = (); + my $pm = -1; + while() { + next if /^#/; + next if /^\s*$/; + chomp; + if (/^(.+)\s+(.+)$/) { + my $m = $1; + my $w = $2; + die "Weights out of order: $m <= $pm" unless $m > $pm; + push @r, $w; + } else { + warn "Unexpected feature name in weight file: $_"; + } + } + close F; + return join ' ', @r; +} + +# subs +sub write_config { + my $fh = shift; + my $cleanup = "yes"; + if ($disable_clean) {$cleanup = "no";} + + print $fh "\n"; + print $fh "DECODER: $decoder\n"; + print $fh "INI FILE: $iniFile\n"; + print $fh "WORKING DIR: $dir\n"; + print $fh "SOURCE (DEV): $srcFile\n"; + print $fh "REFS (DEV): $refFiles\n"; + print $fh "EVAL METRIC: $metric\n"; + print $fh "MAX ITERATIONS: $max_iterations\n"; + print $fh "JOBS: $jobs\n"; + print $fh "HEAD NODE: $host\n"; + print $fh "PMEM (DECODING): $pmem\n"; + print $fh "CLEANUP: $cleanup\n"; +} + +sub update_weights_file { + my ($neww, $rfn, $rpts) = @_; + my @feats = @$rfn; + my @pts = @$rpts; + my $num_feats = scalar @feats; + my $num_pts = scalar @pts; + die "$num_feats (num_feats) != $num_pts (num_pts)" unless $num_feats == $num_pts; + open G, ">$neww" or die; + for (my $i = 0; $i < $num_feats; $i++) { + my $f = $feats[$i]; + my $lambda = $pts[$i]; + print G "$f $lambda\n"; + } + close G; +} + +sub enseg { + my $src = shift; + my $newsrc = shift; + open(SRC, $src); + open(NEWSRC, ">$newsrc"); + my $i=0; + while (my $line=){ + chomp $line; + if ($line =~ /^\s* tags, you must include a zero-based id attribute"; + } + } else { + print NEWSRC "$line\n"; + } + $i++; + } + close SRC; + close NEWSRC; + die "Empty dev set!" if ($i == 0); +} + +sub print_help { + + my $executable = check_output("basename $0"); chomp $executable; + print << "Help"; + +Usage: $executable [options] + + $executable [options] + Runs a complete PRO optimization using the ini file specified. + +Required: + + --ref-files + Dev set ref files. This option takes only a single string argument. + To use multiple files (including file globbing), this argument should + be quoted. + + --source-file + Dev set source file. + + --weights + Initial weights file (use empty file to start from 0) + +General options: + + --help + Print this message and exit. + + --dont-accumulate + Don't accumulate k-best lists from multiple iterations. + + --max-iterations + Maximum number of iterations to run. If not specified, defaults + to $default_max_iter. + + --metric + Metric to optimize. + Example values: IBM_BLEU, NIST_BLEU, Koehn_BLEU, TER, Combi + + --pass-suffix + If the decoder is doing multi-pass decoding, the pass suffix "2", + "3", etc., is used to control what iteration of weights is set. + + --workdir + Directory for intermediate and output files. If not specified, the + name is derived from the ini filename. Assuming that the ini + filename begins with the decoder name and ends with ini, the default + name of the working directory is inferred from the middle part of + the filename. E.g. an ini file named decoder.foo.ini would have + a default working directory name foo. + +Regularization options: + + --reg + l2 regularization strength [default=500]. The greater this value, + the closer to zero the weights will be. + +Job control options: + + --jobs + Number of decoder processes to run in parallel. [default=$default_jobs] + + --qsub + Use qsub to run jobs in parallel (qsub must be configured in + environment/LocalEnvironment.pm) + + --pmem + Amount of physical memory requested for parallel decoding jobs + (used with qsub requests only) + +Help +} + +sub convert { + my ($str) = @_; + my @ps = split /;/, $str; + my %dict = (); + for my $p (@ps) { + my ($k, $v) = split /=/, $p; + $dict{$k} = $v; + } + return %dict; +} + + +sub cmdline { + return join ' ',($0,@ORIG_ARGV); +} + +#buggy: last arg gets quoted sometimes? +my $is_shell_special=qr{[ \t\n\\><|&;"'`~*?{}$!()]}; +my $shell_escape_in_quote=qr{[\\"\$`!]}; + +sub escape_shell { + my ($arg)=@_; + return undef unless defined $arg; + if ($arg =~ /$is_shell_special/) { + $arg =~ s/($shell_escape_in_quote)/\\$1/g; + return "\"$arg\""; + } + return $arg; +} + +sub escaped_shell_args { + return map {local $_=$_;chomp;escape_shell($_)} @_; +} + +sub escaped_shell_args_str { + return join ' ',&escaped_shell_args(@_); +} + +sub escaped_cmdline { + return "$0 ".&escaped_shell_args_str(@ORIG_ARGV); +} diff --git a/minrisk/minrisk_generate_input.pl b/minrisk/minrisk_generate_input.pl new file mode 100755 index 00000000..b30fc4fd --- /dev/null +++ b/minrisk/minrisk_generate_input.pl @@ -0,0 +1,18 @@ +#!/usr/bin/perl -w +use strict; + +die "Usage: $0 HG_DIR\n" unless scalar @ARGV == 1; +my $d = shift @ARGV; +die "Can't find directory $d" unless -d $d; + +opendir(DIR, $d) or die "Can't read $d: $!"; +my @hgs = grep { /\.gz$/ } readdir(DIR); +closedir DIR; + +for my $hg (@hgs) { + my $file = $hg; + my $id = $hg; + $id =~ s/(\.json)?\.gz//; + print "$d/$file $id\n"; +} + diff --git a/minrisk/minrisk_optimize.cc b/minrisk/minrisk_optimize.cc new file mode 100644 index 00000000..5096acc1 --- /dev/null +++ b/minrisk/minrisk_optimize.cc @@ -0,0 +1,141 @@ +#include +#include +#include +#include + +#include +#include + +#include "liblbfgs/lbfgs++.h" +#include "filelib.h" +#include "stringlib.h" +#include "weights.h" +#include "hg_io.h" +#include "kbest.h" +#include "viterbi.h" +#include "ns.h" +#include "ns_docscorer.h" +#include "candidate_set.h" +#include "risk.h" + +using namespace std; +namespace po = boost::program_options; + +void InitCommandLine(int argc, char** argv, po::variables_map* conf) { + po::options_description opts("Configuration options"); + opts.add_options() + ("reference,r",po::value >(), "[REQD] Reference translation (tokenized text)") + ("weights,w",po::value(), "[REQD] Weights files from current iterations") + ("input,i",po::value()->default_value("-"), "Input file to map (- is STDIN)") + ("evaluation_metric,m",po::value()->default_value("IBM_BLEU"), "Evaluation metric (ibm_bleu, koehn_bleu, nist_bleu, ter, meteor, etc.)") + ("kbest_repository,R",po::value(), "Accumulate k-best lists from previous iterations (parameter is path to repository)") + ("kbest_size,k",po::value()->default_value(500u), "Top k-hypotheses to extract") + ("help,h", "Help"); + po::options_description dcmdline_options; + dcmdline_options.add(opts); + po::store(parse_command_line(argc, argv, dcmdline_options), *conf); + bool flag = false; + if (!conf->count("reference")) { + cerr << "Please specify one or more references using -r \n"; + flag = true; + } + if (!conf->count("weights")) { + cerr << "Please specify weights using -w \n"; + flag = true; + } + if (flag || conf->count("help")) { + cerr << dcmdline_options << endl; + exit(1); + } +} + +EvaluationMetric* metric = NULL; + +struct RiskObjective { + explicit RiskObjective(const vector& tr) : training(tr) {} + double operator()(const vector& x, double* g) const { + fill(g, g + x.size(), 0.0); + double obj = 0; + for (unsigned i = 0; i < training.size(); ++i) { + training::CandidateSetRisk risk(training[i], *metric); + SparseVector tg; + double r = risk(x, &tg); + obj += r; + for (SparseVector::iterator it = tg.begin(); it != tg.end(); ++it) + g[it->first] += it->second; + } + cerr << (1-(obj / training.size())) << endl; + return obj; + } + const vector& training; +}; + +double LearnParameters(const vector& training, + const double C1, + const unsigned memory_buffers, + vector* px) { + RiskObjective obj(training); + LBFGS lbfgs(px, obj, memory_buffers, C1); + lbfgs.MinimizeFunction(); + return 0; +} + +// runs lines 4--15 of rampion algorithm +int main(int argc, char** argv) { + po::variables_map conf; + InitCommandLine(argc, argv, &conf); + const string evaluation_metric = conf["evaluation_metric"].as(); + + metric = EvaluationMetric::Instance(evaluation_metric); + DocumentScorer ds(metric, conf["reference"].as >()); + cerr << "Loaded " << ds.size() << " references for scoring with " << evaluation_metric << endl; + double goodsign = -1; + double badsign = -goodsign; + + Hypergraph hg; + string last_file; + ReadFile in_read(conf["input"].as()); + string kbest_repo; + if (conf.count("kbest_repository")) { + kbest_repo = conf["kbest_repository"].as(); + MkDirP(kbest_repo); + } + istream &in=*in_read.stream(); + const unsigned kbest_size = conf["kbest_size"].as(); + vector weights; + const string weightsf = conf["weights"].as(); + Weights::InitFromFile(weightsf, &weights); + string line, file; + vector kis; + cerr << "Loading hypergraphs...\n"; + while(getline(in, line)) { + istringstream is(line); + int sent_id; + kis.resize(kis.size() + 1); + training::CandidateSet& curkbest = kis.back(); + string kbest_file; + if (kbest_repo.size()) { + ostringstream os; + os << kbest_repo << "/kbest." << sent_id << ".txt.gz"; + kbest_file = os.str(); + if (FileExists(kbest_file)) + curkbest.ReadFromFile(kbest_file); + } + is >> file >> sent_id; + ReadFile rf(file); + if (kis.size() % 5 == 0) { cerr << '.'; } + if (kis.size() % 200 == 0) { cerr << " [" << kis.size() << "]\n"; } + HypergraphIO::ReadFromJSON(rf.stream(), &hg); + hg.Reweight(weights); + curkbest.AddKBestCandidates(hg, kbest_size, ds[sent_id]); + if (kbest_file.size()) + curkbest.WriteToFile(kbest_file); + } + cerr << "\nHypergraphs loaded.\n"; + weights.resize(FD::NumFeats()); + + LearnParameters(kis, 0.0, 100, &weights); + Weights::WriteToFile("-", weights); + return 0; +} + diff --git a/training/risk.cc b/training/risk.cc index 347ed3cb..d5a12cfd 100644 --- a/training/risk.cc +++ b/training/risk.cc @@ -31,7 +31,9 @@ double CandidateSetRisk::operator()(const vector& params, for (unsigned i = 0; i < cands_.size(); ++i) { const double log_prob = cands_[i].fmap.dot(params) - log_z; const double prob = exp(log_prob); - const double r = prob * metric_.ComputeScore(cands_[i].eval_feats); + const double cost = metric_.IsErrorMetric() ? metric_.ComputeScore(cands_[i].eval_feats) + : 1.0 - metric_.ComputeScore(cands_[i].eval_feats); + const double r = prob * cost; risk += r; if (g) (*g) += (cands_[i].fmap - exp_feats) * r; } diff --git a/training/risk.h b/training/risk.h index 00ff60ec..2e8db0fb 100644 --- a/training/risk.h +++ b/training/risk.h @@ -9,6 +9,7 @@ namespace training { class CandidateSet; class CandidateSetRisk { + public: explicit CandidateSetRisk(const CandidateSet& cs, const EvaluationMetric& metric) : cands_(cs), metric_(metric) {} -- cgit v1.2.3 From e1b85b4f02045c62400b9c755883e7fae14557f6 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 24 Jun 2012 22:38:11 -0400 Subject: missed dependency --- configure.ac | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/configure.ac b/configure.ac index e22eddbd..eb2f4aaa 100644 --- a/configure.ac +++ b/configure.ac @@ -132,4 +132,4 @@ fi CPPFLAGS="-DPIC -fPIC $CPPFLAGS -DHAVE_CONFIG_H" -AC_OUTPUT(Makefile rst_parser/Makefile utils/Makefile mteval/Makefile extools/Makefile decoder/Makefile phrasinator/Makefile training/Makefile training/liblbfgs/Makefile dpmert/Makefile pro-train/Makefile rampion/Makefile klm/util/Makefile klm/lm/Makefile mira/Makefile dtrain/Makefile gi/pyp-topics/src/Makefile gi/clda/src/Makefile gi/pf/Makefile gi/markov_al/Makefile) +AC_OUTPUT(Makefile rst_parser/Makefile utils/Makefile mteval/Makefile extools/Makefile decoder/Makefile phrasinator/Makefile training/Makefile training/liblbfgs/Makefile dpmert/Makefile pro-train/Makefile rampion/Makefile minrisk/Makefile klm/util/Makefile klm/lm/Makefile mira/Makefile dtrain/Makefile gi/pyp-topics/src/Makefile gi/clda/src/Makefile gi/pf/Makefile gi/markov_al/Makefile) -- cgit v1.2.3 From c84ef9590d11819b7f8441a53b1699a912d949e1 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Tue, 26 Jun 2012 13:03:46 -0400 Subject: minrisk impl --- minrisk/minrisk.pl | 2 +- minrisk/minrisk_optimize.cc | 7 +++++++ 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/minrisk/minrisk.pl b/minrisk/minrisk.pl index 99893a66..d05b9595 100755 --- a/minrisk/minrisk.pl +++ b/minrisk/minrisk.pl @@ -133,7 +133,7 @@ if ($metric =~ /^ter$|^aer$/i) { my $refs_comma_sep = get_comma_sep_refs('r',$refFiles); unless ($dir){ - $dir = "rampion"; + $dir = "minrisk"; } unless ($dir =~ /^\//){ # convert relative path to absolute path my $basedir = check_output("pwd"); diff --git a/minrisk/minrisk_optimize.cc b/minrisk/minrisk_optimize.cc index 5096acc1..6e651994 100644 --- a/minrisk/minrisk_optimize.cc +++ b/minrisk/minrisk_optimize.cc @@ -105,6 +105,13 @@ int main(int argc, char** argv) { vector weights; const string weightsf = conf["weights"].as(); Weights::InitFromFile(weightsf, &weights); + double t = 0; + for (unsigned i = 0; i < weights.size(); ++i) + t += weights[i] * weights[i]; + if (t > 0) { + for (unsigned i = 0; i < weights.size(); ++i) + weights[i] /= sqrt(t); + } string line, file; vector kis; cerr << "Loading hypergraphs...\n"; -- cgit v1.2.3 From 3044d6d1c6d428e8d06c255e3a2d739bcd187679 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Fri, 29 Jun 2012 18:45:26 -0700 Subject: add option for entropy optimization --- minrisk/minrisk_optimize.cc | 67 +++++++++++++++++++++++++++++++++++++++------ training/Makefile.am | 1 + training/entropy.cc | 41 +++++++++++++++++++++++++++ training/entropy.h | 22 +++++++++++++++ utils/fdict.h | 2 ++ 5 files changed, 124 insertions(+), 9 deletions(-) create mode 100644 training/entropy.cc create mode 100644 training/entropy.h diff --git a/minrisk/minrisk_optimize.cc b/minrisk/minrisk_optimize.cc index 6e651994..da8b5260 100644 --- a/minrisk/minrisk_optimize.cc +++ b/minrisk/minrisk_optimize.cc @@ -17,6 +17,7 @@ #include "ns_docscorer.h" #include "candidate_set.h" #include "risk.h" +#include "entropy.h" using namespace std; namespace po = boost::program_options; @@ -28,6 +29,9 @@ void InitCommandLine(int argc, char** argv, po::variables_map* conf) { ("weights,w",po::value(), "[REQD] Weights files from current iterations") ("input,i",po::value()->default_value("-"), "Input file to map (- is STDIN)") ("evaluation_metric,m",po::value()->default_value("IBM_BLEU"), "Evaluation metric (ibm_bleu, koehn_bleu, nist_bleu, ter, meteor, etc.)") + ("temperature,T",po::value()->default_value(0.0), "Temperature parameter for objective (>0 increases the entropy)") + ("l1_strength,C",po::value()->default_value(0.0), "L1 regularization strength") + ("memory_buffers,M",po::value()->default_value(20), "Memory buffers used in LBFGS") ("kbest_repository,R",po::value(), "Accumulate k-best lists from previous iterations (parameter is path to repository)") ("kbest_size,k",po::value()->default_value(500u), "Top k-hypotheses to extract") ("help,h", "Help"); @@ -52,36 +56,80 @@ void InitCommandLine(int argc, char** argv, po::variables_map* conf) { EvaluationMetric* metric = NULL; struct RiskObjective { - explicit RiskObjective(const vector& tr) : training(tr) {} + explicit RiskObjective(const vector& tr, const double temp) : training(tr), T(temp) {} double operator()(const vector& x, double* g) const { fill(g, g + x.size(), 0.0); double obj = 0; + double h = 0; for (unsigned i = 0; i < training.size(); ++i) { training::CandidateSetRisk risk(training[i], *metric); - SparseVector tg; + training::CandidateSetEntropy entropy(training[i]); + SparseVector tg, hg; double r = risk(x, &tg); + double hh = entropy(x, &hg); + h += hh; obj += r; for (SparseVector::iterator it = tg.begin(); it != tg.end(); ++it) g[it->first] += it->second; + if (T) { + for (SparseVector::iterator it = hg.begin(); it != hg.end(); ++it) + g[it->first] += T * it->second; + } } - cerr << (1-(obj / training.size())) << endl; - return obj; + cerr << (1-(obj / training.size())) << " H=" << h << endl; + return obj - T * h; } const vector& training; + const double T; // temperature for entropy regularization }; double LearnParameters(const vector& training, + const double temp, // > 0 increases the entropy, < 0 decreases the entropy const double C1, const unsigned memory_buffers, vector* px) { - RiskObjective obj(training); + RiskObjective obj(training, temp); LBFGS lbfgs(px, obj, memory_buffers, C1); lbfgs.MinimizeFunction(); return 0; } -// runs lines 4--15 of rampion algorithm +#if 0 +struct FooLoss { + double operator()(const vector& x, double* g) const { + fill(g, g + x.size(), 0.0); + training::CandidateSet cs; + training::CandidateSetEntropy cse(cs); + cs.cs.resize(3); + cs.cs[0].fmap.set_value(FD::Convert("F1"), -1.0); + cs.cs[1].fmap.set_value(FD::Convert("F2"), 1.0); + cs.cs[2].fmap.set_value(FD::Convert("F1"), 2.0); + cs.cs[2].fmap.set_value(FD::Convert("F2"), 0.5); + SparseVector xx; + double h = cse(x, &xx); + cerr << cse(x, &xx) << endl; cerr << "G: " << xx << endl; + for (SparseVector::iterator i = xx.begin(); i != xx.end(); ++i) + g[i->first] += i->second; + return -h; + } +}; +#endif + int main(int argc, char** argv) { +#if 0 + training::CandidateSet cs; + training::CandidateSetEntropy cse(cs); + cs.cs.resize(3); + cs.cs[0].fmap.set_value(FD::Convert("F1"), -1.0); + cs.cs[1].fmap.set_value(FD::Convert("F2"), 1.0); + cs.cs[2].fmap.set_value(FD::Convert("F1"), 2.0); + cs.cs[2].fmap.set_value(FD::Convert("F2"), 0.5); + FooLoss foo; + vector ww(FD::NumFeats()); ww[FD::Convert("F1")] = 1.0; + LBFGS lbfgs(&ww, foo, 100, 0.0); + lbfgs.MinimizeFunction(); + return 1; +#endif po::variables_map conf; InitCommandLine(argc, argv, &conf); const string evaluation_metric = conf["evaluation_metric"].as(); @@ -89,8 +137,6 @@ int main(int argc, char** argv) { metric = EvaluationMetric::Instance(evaluation_metric); DocumentScorer ds(metric, conf["reference"].as >()); cerr << "Loaded " << ds.size() << " references for scoring with " << evaluation_metric << endl; - double goodsign = -1; - double badsign = -goodsign; Hypergraph hg; string last_file; @@ -141,7 +187,10 @@ int main(int argc, char** argv) { cerr << "\nHypergraphs loaded.\n"; weights.resize(FD::NumFeats()); - LearnParameters(kis, 0.0, 100, &weights); + double c1 = conf["l1_strength"].as(); + double temp = conf["temperature"].as(); + unsigned m = conf["memory_buffers"].as(); + LearnParameters(kis, temp, c1, m, &weights); Weights::WriteToFile("-", weights); return 0; } diff --git a/training/Makefile.am b/training/Makefile.am index 68ebfab4..4cef0d5b 100644 --- a/training/Makefile.am +++ b/training/Makefile.am @@ -26,6 +26,7 @@ TESTS = lbfgs_test optimize_test noinst_LIBRARIES = libtraining.a libtraining_a_SOURCES = \ candidate_set.cc \ + entropy.cc \ optimize.cc \ online_optimizer.cc \ risk.cc diff --git a/training/entropy.cc b/training/entropy.cc new file mode 100644 index 00000000..4fdbe2be --- /dev/null +++ b/training/entropy.cc @@ -0,0 +1,41 @@ +#include "entropy.h" + +#include "prob.h" +#include "candidate_set.h" + +using namespace std; + +namespace training { + +// see Mann and McCallum "Efficient Computation of Entropy Gradient ..." for +// a mostly clear derivation of: +// g = E[ F(x,y) * log p(y|x) ] + H(y | x) * E[ F(x,y) ] +double CandidateSetEntropy::operator()(const vector& params, + SparseVector* g) const { + prob_t z; + vector dps(cands_.size()); + for (unsigned i = 0; i < cands_.size(); ++i) { + dps[i] = cands_[i].fmap.dot(params); + const prob_t u(dps[i], init_lnx()); + z += u; + } + const double log_z = log(z); + + SparseVector exp_feats; + double entropy = 0; + for (unsigned i = 0; i < cands_.size(); ++i) { + const double log_prob = cands_[i].fmap.dot(params) - log_z; + const double prob = exp(log_prob); + const double e_logprob = prob * log_prob; + entropy -= e_logprob; + if (g) { + (*g) += cands_[i].fmap * e_logprob; + exp_feats += cands_[i].fmap * prob; + } + } + if (g) (*g) += exp_feats * entropy; + return entropy; +} + +} + diff --git a/training/entropy.h b/training/entropy.h new file mode 100644 index 00000000..796589ca --- /dev/null +++ b/training/entropy.h @@ -0,0 +1,22 @@ +#ifndef _CSENTROPY_H_ +#define _CSENTROPY_H_ + +#include +#include "sparse_vector.h" + +namespace training { + class CandidateSet; + + class CandidateSetEntropy { + public: + explicit CandidateSetEntropy(const CandidateSet& cs) : cands_(cs) {} + // compute the entropy (expected log likelihood) of a CandidateSet + // (optional) the gradient of the entropy with respect to params + double operator()(const std::vector& params, + SparseVector* g = NULL) const; + private: + const CandidateSet& cands_; + }; +}; + +#endif diff --git a/utils/fdict.h b/utils/fdict.h index 71547d2e..eb853fb2 100644 --- a/utils/fdict.h +++ b/utils/fdict.h @@ -33,6 +33,8 @@ struct FD { assert(dict_.max() == 0); // dictionary must not have // been added to hash_ = new PerfectHashFunction(cmph_file); +#else + (void) cmph_file; #endif } static inline int NumFeats() { -- cgit v1.2.3 From dc9e428224d95adf63da6460a2031348de295ca1 Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Sun, 1 Jul 2012 00:38:30 -0400 Subject: [python] MT evaluation --- python/cdec/__init__.py | 1 + python/cdec/score.py | 1 + python/setup.py | 7 +- python/src/_cdec.cpp | 6817 +++++++++++++++++++++++++++++++++++---------- python/src/_cdec.pyx | 4 +- python/src/hypergraph.pxi | 15 +- python/src/kbest.pxd | 2 + python/src/mteval.pxd | 47 + python/src/mteval.pxi | 116 + python/src/utils.pxd | 10 +- python/src/vectors.pxi | 34 +- python/test.py | 4 +- 12 files changed, 5501 insertions(+), 1557 deletions(-) create mode 100644 python/cdec/score.py create mode 100644 python/src/mteval.pxd create mode 100644 python/src/mteval.pxi diff --git a/python/cdec/__init__.py b/python/cdec/__init__.py index eda81194..0d7b8782 100644 --- a/python/cdec/__init__.py +++ b/python/cdec/__init__.py @@ -1 +1,2 @@ from _cdec import Decoder, Lattice +import score diff --git a/python/cdec/score.py b/python/cdec/score.py new file mode 100644 index 00000000..c107446f --- /dev/null +++ b/python/cdec/score.py @@ -0,0 +1 @@ +from _cdec import BLEU, TER diff --git a/python/setup.py b/python/setup.py index 49a1ec8f..cc8b289d 100644 --- a/python/setup.py +++ b/python/setup.py @@ -3,8 +3,8 @@ from distutils.extension import Extension from Cython.Distutils import build_ext import os -INC = ['..', 'src/', '../decoder', '../utils'] -LIB = ['../decoder', '../utils', '../mteval', '../klm/lm', '../klm/util'] +INC = ['..', 'src/', '../decoder', '../utils', '../mteval'] +LIB = ['../decoder', '../utils', '../mteval', '../training', '../klm/lm', '../klm/util'] BOOST_ROOT = os.getenv('BOOST_ROOT') if BOOST_ROOT: @@ -18,7 +18,8 @@ ext_modules = [ include_dirs=INC, library_dirs=LIB, libraries=['boost_program_options-mt', 'z', - 'cdec', 'utils', 'mteval', 'klm', 'klm_util']) + 'cdec', 'utils', 'mteval', 'training', 'klm', 'klm_util'], + extra_compile_args=['-DHAVE_CONFIG_H']), ] setup( diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 0b9b9911..7d45e27f 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Sat Jun 23 11:57:21 2012 */ +/* Generated by Cython 0.16 on Sun Jul 1 00:36:19 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -279,11 +279,12 @@ #include "utils/wordid.h" #include "utils/small_vector.h" #include "utils/sparse_vector.h" -#include "utils/tdict.cc" +#include "utils/tdict.h" #include "utils/verbose.h" #include "utils/fdict.h" #include "utils/filelib.h" #include "utils/sampler.h" +#include #include "decoder/lattice.h" #include "decoder/hg.h" #include "decoder/viterbi.h" @@ -295,6 +296,8 @@ #include "decoder/decoder.h" #include "observer.h" #include "decoder/kbest.h" +#include "mteval/ns.h" +#include "training/candidate_set.h" #ifdef _OPENMP #include #endif /* _OPENMP */ @@ -381,37 +384,66 @@ static const char *__pyx_f[] = { "vectors.pxi", "hypergraph.pxi", "lattice.pxi", + "mteval.pxi", }; /*--- Type declarations ---*/ -struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample; +struct __pyx_obj_5_cdec_Scorer; +struct __pyx_obj_5_cdec_SufficientStats; struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features; struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree; struct __pyx_obj_5_cdec_Decoder; +struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set; +struct __pyx_obj_5_cdec_SegmentEvaluator; struct __pyx_obj_5_cdec_SparseVector; struct __pyx_obj_5_cdec_Hypergraph; struct __pyx_obj_5_cdec_Lattice; -struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__; struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest; +struct __pyx_obj_5_cdec_Candidate; +struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample; struct __pyx_obj_5_cdec_DenseVector; +struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__; +struct __pyx_opt_args_5_cdec_as_str; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":3 + * cimport mteval + * + * cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< + * cdef bytes ret + * if isinstance(sentence, unicode): + */ +struct __pyx_opt_args_5_cdec_as_str { + int __pyx_n; + PyObject *error_msg; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87 + * del cs + * + * cdef class Scorer: # <<<<<<<<<<<<<< + * cdef string* name * - * def sample(self, unsigned n): # <<<<<<<<<<<<<< - * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() - * if self.rng == NULL: */ -struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample { +struct __pyx_obj_5_cdec_Scorer { PyObject_HEAD - std::vector *__pyx_v_hypos; - unsigned int __pyx_v_k; - unsigned int __pyx_v_n; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_sentence; - size_t __pyx_t_0; - unsigned int __pyx_t_1; + std::string *name; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":27 + * return fmap + * + * cdef class SufficientStats: # <<<<<<<<<<<<<< + * cdef mteval.SufficientStats* stats + * cdef mteval.EvaluationMetric* metric + */ +struct __pyx_obj_5_cdec_SufficientStats { + PyObject_HEAD + SufficientStats *stats; + EvaluationMetric *metric; }; @@ -433,6 +465,26 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 + * del derivations + * + * def kbest_features(self, size): # <<<<<<<<<<<<<< + * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) + * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features { + PyObject_HEAD + KBest::KBestDerivations,FeatureVectorTraversal>::Derivation *__pyx_v_derivation; + KBest::KBestDerivations,FeatureVectorTraversal> *__pyx_v_derivations; + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_size; + unsigned int __pyx_t_0; + long __pyx_t_1; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 * del derivations * @@ -454,7 +506,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree { /* "_cdec.pyx":15 - * pass + * class ParseFailed(Exception): pass * * cdef class Decoder: # <<<<<<<<<<<<<< * cdef decoder.Decoder* dec @@ -467,6 +519,40 @@ struct __pyx_obj_5_cdec_Decoder { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75 + * return sf + * + * def candidate_set(self, Hypergraph hypergraph, unsigned k): # <<<<<<<<<<<<<< + * cdef mteval.CandidateSet* cs = new mteval.CandidateSet() + * cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set { + PyObject_HEAD + struct __pyx_obj_5_cdec_Candidate *__pyx_v_candidate; + training::CandidateSet *__pyx_v_cs; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph; + unsigned int __pyx_v_i; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self; + unsigned int __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59 + * return result + * + * cdef class SegmentEvaluator: # <<<<<<<<<<<<<< + * cdef shared_ptr[mteval.SegmentEvaluator]* scorer + * cdef mteval.EvaluationMetric* metric + */ +struct __pyx_obj_5_cdec_SegmentEvaluator { + PyObject_HEAD + boost::shared_ptr *scorer; + EvaluationMetric *metric; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":32 * return sparse * @@ -507,22 +593,6 @@ struct __pyx_obj_5_cdec_Lattice { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":50 - * return hypergraph.AsPLF(self.lattice[0], True).c_str() - * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(len(self)): - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ { - PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; - Py_ssize_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":18 * self.vector[0][fid] = value * @@ -559,6 +629,39 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":13 + * return ret + * + * cdef class Candidate: # <<<<<<<<<<<<<< + * cdef mteval.Candidate* candidate + * cdef public float score + */ +struct __pyx_obj_5_cdec_Candidate { + PyObject_HEAD + const training::Candidate *candidate; + float score; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69 + * del derivations + * + * def sample(self, unsigned n): # <<<<<<<<<<<<<< + * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() + * if self.rng == NULL: + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample { + PyObject_HEAD + std::vector *__pyx_v_hypos; + unsigned int __pyx_v_k; + unsigned int __pyx_v_n; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_sentence; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3 * from cython.operator cimport preincrement as pinc * @@ -571,6 +674,39 @@ struct __pyx_obj_5_cdec_DenseVector { std::vector *vector; }; + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":50 + * return hypergraph.AsPLF(self.lattice[0], True).c_str() + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":45 + * return self.stats.size() + * + * def __iter__(self): # <<<<<<<<<<<<<< + * for i in range(len(self)): + * yield self.stats[0][i] + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ { + PyObject_HEAD + PyObject *__pyx_v_i; + struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self; + Py_ssize_t __pyx_t_0; + PyObject *__pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + #ifndef CYTHON_REFNANNY #define CYTHON_REFNANNY 0 #endif @@ -635,6 +771,8 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, const char *name, int exact); /*proto*/ +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ + static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/ static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ @@ -736,8 +874,6 @@ static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ - static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ @@ -801,6 +937,9 @@ static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, PyObject *closure); static int __pyx_Generator_init(void); +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename); /*proto*/ + static int __Pyx_check_binary_version(void); typedef struct { @@ -841,18 +980,28 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ /* Module declarations from 'kbest' */ +/* Module declarations from 'mteval' */ + /* Module declarations from '_cdec' */ static PyTypeObject *__pyx_ptype_5_cdec_DenseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_SparseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; static PyTypeObject *__pyx_ptype_5_cdec_Lattice = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Candidate = 0; +static PyTypeObject *__pyx_ptype_5_cdec_SufficientStats = 0; +static PyTypeObject *__pyx_ptype_5_cdec_SegmentEvaluator = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Scorer = 0; static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_sample = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5_sample = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8_candidate_set = 0; +static char *__pyx_f_5_cdec_as_str(PyObject *, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args); /*proto*/ #define __Pyx_MODULE_NAME "_cdec" int __pyx_module_is_main__cdec = 0; @@ -860,11 +1009,10 @@ int __pyx_module_is_main__cdec = 0; static PyObject *__pyx_builtin_Exception; static PyObject *__pyx_builtin_KeyError; static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_NotImplemented; static PyObject *__pyx_builtin_eval; static PyObject *__pyx_builtin_enumerate; -static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_IndexError; static PyObject *__pyx_builtin_open; static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ @@ -877,7 +1025,7 @@ static int __pyx_pf_5_cdec_12SparseVector_2__setitem__(struct __pyx_obj_5_cdec_S static PyObject *__pyx_pf_5_cdec_12SparseVector_4__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_12SparseVector_7dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ static PyObject *__pyx_pf_5_cdec_12SparseVector_9todense(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_11__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other, int __pyx_v_op); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_11__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */ static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_13__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_12SparseVector_15__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ static PyObject *__pyx_pf_5_cdec_12SparseVector_17__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ @@ -886,8 +1034,12 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_21__imul__(struct __pyx_obj_5_cd #if PY_MAJOR_VERSION < 3 static PyObject *__pyx_pf_5_cdec_12SparseVector_23__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ #endif -static PyObject *__pyx_pf_5_cdec_12SparseVector_25__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_27__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_25__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_27__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_29__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +#if PY_MAJOR_VERSION < 3 +static PyObject *__pyx_pf_5_cdec_12SparseVector_31__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +#endif static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ @@ -895,11 +1047,12 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_source_tree(struct __pyx_ static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_10kbest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_16sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_19intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, struct __pyx_obj_5_cdec_Lattice *__pyx_v_lat); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_21prune(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_beam_alpha, PyObject *__pyx_v_density, PyObject *__pyx_v_kwargs); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_23lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_25reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, struct __pyx_obj_5_cdec_Lattice *__pyx_v_lat); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_beam_alpha, PyObject *__pyx_v_density, PyObject *__pyx_v_kwargs); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_28reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */ @@ -907,6 +1060,23 @@ static Py_ssize_t __pyx_pf_5_cdec_7Lattice_6__len__(struct __pyx_obj_5_cdec_Latt static PyObject *__pyx_pf_5_cdec_7Lattice_8__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ static void __pyx_pf_5_cdec_7Lattice_13__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9Candidate_4fmap___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9Candidate_5score___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_9Candidate_5score_2__set__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static void __pyx_pf_5_cdec_15SufficientStats___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_5score___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_6detail___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_x, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_y); /* proto */ +static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, PyObject *__pyx_v_sentence); /* proto */ +static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph, unsigned int __pyx_v_k); /* proto */ +static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, char *__pyx_v_name); /* proto */ +static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */ +static PyObject *__pyx_pf_5_cdec_6Scorer_4__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, char *__pyx_v_config); /* proto */ static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_cfg); /* proto */ @@ -920,12 +1090,18 @@ static char __pyx_k_10[] = "csplit_preserve_full_word"; static char __pyx_k_11[] = "cannot reweight hypergraph with %s"; static char __pyx_k_13[] = "Cannot create lattice from %s"; static char __pyx_k_14[] = "lattice index out of range"; -static char __pyx_k_21[] = "Cannot translate input type %s"; +static char __pyx_k_19[] = "Cannot convert type %s to str"; +static char __pyx_k_23[] = "Cannot translate input type %s"; +static char __pyx_k__k[] = "k"; +static char __pyx_k__TER[] = "TER"; static char __pyx_k__dot[] = "dot"; static char __pyx_k__inp[] = "inp"; static char __pyx_k__plf[] = "plf"; +static char __pyx_k__BLEU[] = "BLEU"; static char __pyx_k__eval[] = "eval"; +static char __pyx_k__name[] = "name"; static char __pyx_k__open[] = "open"; +static char __pyx_k__refs[] = "refs"; static char __pyx_k__self[] = "self"; static char __pyx_k__utf8[] = "utf8"; static char __pyx_k___cdec[] = "_cdec"; @@ -937,18 +1113,20 @@ static char __pyx_k__decode[] = "decode"; static char __pyx_k__encode[] = "encode"; static char __pyx_k__density[] = "density"; static char __pyx_k__grammar[] = "grammar"; +static char __pyx_k__IBM_BLEU[] = "IBM_BLEU"; static char __pyx_k__KeyError[] = "KeyError"; static char __pyx_k____exit__[] = "__exit__"; static char __pyx_k____main__[] = "__main__"; static char __pyx_k____test__[] = "__test__"; +static char __pyx_k__encoding[] = "encoding"; static char __pyx_k__sentence[] = "sentence"; static char __pyx_k__Exception[] = "Exception"; static char __pyx_k__TypeError[] = "TypeError"; static char __pyx_k____enter__[] = "__enter__"; static char __pyx_k__enumerate[] = "enumerate"; static char __pyx_k__IndexError[] = "IndexError"; -static char __pyx_k__ValueError[] = "ValueError"; static char __pyx_k__beam_alpha[] = "beam_alpha"; +static char __pyx_k__hypergraph[] = "hypergraph"; static char __pyx_k__ParseFailed[] = "ParseFailed"; static char __pyx_k__NotImplemented[] = "NotImplemented"; static PyObject *__pyx_kp_s_1; @@ -956,15 +1134,18 @@ static PyObject *__pyx_n_s_10; static PyObject *__pyx_kp_s_11; static PyObject *__pyx_kp_s_13; static PyObject *__pyx_kp_s_14; +static PyObject *__pyx_kp_s_19; static PyObject *__pyx_kp_s_2; -static PyObject *__pyx_kp_s_21; +static PyObject *__pyx_kp_s_23; +static PyObject *__pyx_n_s__BLEU; static PyObject *__pyx_n_s__Exception; +static PyObject *__pyx_n_s__IBM_BLEU; static PyObject *__pyx_n_s__IndexError; static PyObject *__pyx_n_s__KeyError; static PyObject *__pyx_n_s__NotImplemented; static PyObject *__pyx_n_s__ParseFailed; +static PyObject *__pyx_n_s__TER; static PyObject *__pyx_n_s__TypeError; -static PyObject *__pyx_n_s__ValueError; static PyObject *__pyx_n_s____enter__; static PyObject *__pyx_n_s____exit__; static PyObject *__pyx_n_s____main__; @@ -976,13 +1157,18 @@ static PyObject *__pyx_n_s__decode; static PyObject *__pyx_n_s__density; static PyObject *__pyx_n_s__dot; static PyObject *__pyx_n_s__encode; +static PyObject *__pyx_n_s__encoding; static PyObject *__pyx_n_s__enumerate; static PyObject *__pyx_n_s__eval; static PyObject *__pyx_n_s__grammar; +static PyObject *__pyx_n_s__hypergraph; static PyObject *__pyx_n_s__inp; +static PyObject *__pyx_n_s__k; +static PyObject *__pyx_n_s__name; static PyObject *__pyx_n_s__open; static PyObject *__pyx_n_s__plf; static PyObject *__pyx_n_s__range; +static PyObject *__pyx_n_s__refs; static PyObject *__pyx_n_s__self; static PyObject *__pyx_n_s__sentence; static PyObject *__pyx_n_s__split; @@ -1002,8 +1188,11 @@ static PyObject *__pyx_k_tuple_15; static PyObject *__pyx_k_tuple_16; static PyObject *__pyx_k_tuple_17; static PyObject *__pyx_k_tuple_18; -static PyObject *__pyx_k_tuple_19; static PyObject *__pyx_k_tuple_20; +static PyObject *__pyx_k_tuple_21; +static PyObject *__pyx_k_tuple_22; +static PyObject *__pyx_k_tuple_24; +static PyObject *__pyx_k_tuple_25; /* Python wrapper */ static PyObject *__pyx_pw_5_cdec_11DenseVector_1__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname); /*proto*/ @@ -1857,7 +2046,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_7dot(struct __pyx_obj_5_cdec_Spa * return self.vector.dot(( other).vector[0]) * elif isinstance(other, SparseVector): # <<<<<<<<<<<<<< * return self.vector.dot(( other).vector[0]) - * raise ValueError('cannot take the dot product of %s and SparseVector' % type(other)) + * raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) */ __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)); __Pyx_INCREF(__pyx_t_1); @@ -1869,7 +2058,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_7dot(struct __pyx_obj_5_cdec_Spa * return self.vector.dot(( other).vector[0]) * elif isinstance(other, SparseVector): * return self.vector.dot(( other).vector[0]) # <<<<<<<<<<<<<< - * raise ValueError('cannot take the dot product of %s and SparseVector' % type(other)) + * raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) * */ __Pyx_XDECREF(__pyx_r); @@ -1885,7 +2074,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_7dot(struct __pyx_obj_5_cdec_Spa /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":56 * elif isinstance(other, SparseVector): * return self.vector.dot(( other).vector[0]) - * raise ValueError('cannot take the dot product of %s and SparseVector' % type(other)) # <<<<<<<<<<<<<< + * raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) # <<<<<<<<<<<<<< * * def todense(self): */ @@ -1896,7 +2085,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_7dot(struct __pyx_obj_5_cdec_Spa PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_t_1)); __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_builtin_ValueError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_1, 0, 0, 0); @@ -1928,7 +2117,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_10todense(PyObject *__pyx_v_self } /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":58 - * raise ValueError('cannot take the dot product of %s and SparseVector' % type(other)) + * raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) * * def todense(self): # <<<<<<<<<<<<<< * cdef DenseVector dense = DenseVector() @@ -1980,7 +2169,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_9todense(struct __pyx_obj_5_cdec * self.vector.init_vector(dense.vector) * return dense # <<<<<<<<<<<<<< * - * def __richcmp__(SparseVector self, SparseVector other, int op): + * def __richcmp__(SparseVector x, SparseVector y, int op): */ __Pyx_XDECREF(__pyx_r); __Pyx_INCREF(((PyObject *)__pyx_v_dense)); @@ -2001,14 +2190,14 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_9todense(struct __pyx_obj_5_cdec } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_12SparseVector_12__richcmp__(PyObject *__pyx_v_self, PyObject *__pyx_v_other, int __pyx_v_op); /*proto*/ -static PyObject *__pyx_pw_5_cdec_12SparseVector_12__richcmp__(PyObject *__pyx_v_self, PyObject *__pyx_v_other, int __pyx_v_op) { +static PyObject *__pyx_pw_5_cdec_12SparseVector_12__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op); /*proto*/ +static PyObject *__pyx_pw_5_cdec_12SparseVector_12__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__richcmp__ (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_self), __pyx_ptype_5_cdec_SparseVector, 1, "self", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SparseVector, 1, "other", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_r = __pyx_pf_5_cdec_12SparseVector_11__richcmp__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other), ((int)__pyx_v_op)); + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_x), __pyx_ptype_5_cdec_SparseVector, 1, "x", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_y), __pyx_ptype_5_cdec_SparseVector, 1, "y", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = __pyx_pf_5_cdec_12SparseVector_11__richcmp__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_x), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_y), ((int)__pyx_v_op)); goto __pyx_L0; __pyx_L1_error:; __pyx_r = NULL; @@ -2020,12 +2209,12 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_12__richcmp__(PyObject *__pyx_v_ /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":64 * return dense * - * def __richcmp__(SparseVector self, SparseVector other, int op): # <<<<<<<<<<<<<< + * 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NotImplemented('comparison not implemented for SparseVector') */ switch (__pyx_v_op) { /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":65 * - * def __richcmp__(SparseVector self, SparseVector other, int op): + * def __richcmp__(SparseVector x, SparseVector y, int op): * if op == 2: # == # <<<<<<<<<<<<<< - * return self.vector[0] == other.vector[0] + * return x.vector[0] == y.vector[0] * elif op == 3: # != */ case 2: /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":66 - * def __richcmp__(SparseVector self, SparseVector other, int op): + * def __richcmp__(SparseVector x, SparseVector y, int op): * if op == 2: # == - * return self.vector[0] == other.vector[0] # <<<<<<<<<<<<<< + * return x.vector[0] == y.vector[0] # <<<<<<<<<<<<<< * elif op == 3: # != - * return not (self == other) + * return not (x == y) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong(((__pyx_v_self->vector[0]) == (__pyx_v_other->vector[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBool_FromLong(((__pyx_v_x->vector[0]) == (__pyx_v_y->vector[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -2070,22 +2259,22 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11__richcmp__(struct __pyx_obj_5 /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":67 * if op == 2: # == - * return self.vector[0] == other.vector[0] + * return x.vector[0] == y.vector[0] * elif op == 3: # != # <<<<<<<<<<<<<< - * return not (self == other) + * return not (x == y) * raise NotImplemented('comparison not implemented for SparseVector') */ case 3: /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":68 - * return self.vector[0] == other.vector[0] + * return x.vector[0] == y.vector[0] * elif op == 3: # != - * return not (self == other) # <<<<<<<<<<<<<< + * return not (x == y) # <<<<<<<<<<<<<< * raise NotImplemented('comparison not implemented for SparseVector') * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyObject_RichCompare(((PyObject *)__pyx_v_self), ((PyObject *)__pyx_v_other), Py_EQ); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_RichCompare(((PyObject *)__pyx_v_x), ((PyObject *)__pyx_v_y), Py_EQ); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; @@ -2099,7 +2288,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11__richcmp__(struct __pyx_obj_5 /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":69 * elif op == 3: # != - * return not (self == other) + * return not (x == y) * raise NotImplemented('comparison not implemented for SparseVector') # <<<<<<<<<<<<<< * * def __len__(self): @@ -2439,7 +2628,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_23__idiv__(struct __pyx_obj_5_cd * self.vector[0] /= scalar * return self # <<<<<<<<<<<<<< * - * def __add__(SparseVector self, SparseVector other): + * def __add__(SparseVector x, SparseVector y): */ __Pyx_XDECREF(__pyx_r); __Pyx_INCREF(((PyObject *)__pyx_v_self)); @@ -2455,14 +2644,14 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_23__idiv__(struct __pyx_obj_5_cd #endif /*!(#if PY_MAJOR_VERSION < 3)*/ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_12SparseVector_26__add__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/ -static PyObject *__pyx_pw_5_cdec_12SparseVector_26__add__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) { +static PyObject *__pyx_pw_5_cdec_12SparseVector_26__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /*proto*/ +static PyObject *__pyx_pw_5_cdec_12SparseVector_26__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__add__ (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_self), __pyx_ptype_5_cdec_SparseVector, 1, "self", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SparseVector, 1, "other", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_r = __pyx_pf_5_cdec_12SparseVector_25__add__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other)); + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_x), __pyx_ptype_5_cdec_SparseVector, 1, "x", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_y), __pyx_ptype_5_cdec_SparseVector, 1, "y", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = __pyx_pf_5_cdec_12SparseVector_25__add__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_x), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_y)); goto __pyx_L0; __pyx_L1_error:; __pyx_r = NULL; @@ -2474,12 +2663,12 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_26__add__(PyObject *__pyx_v_self /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":93 * return self * - * def __add__(SparseVector self, SparseVector other): # <<<<<<<<<<<<<< + * def __add__(SparseVector x, SparseVector y): # <<<<<<<<<<<<<< * cdef SparseVector result = SparseVector() - * result.vector = new FastSparseVector[weight_t](self.vector[0] + other.vector[0]) + * result.vector = new FastSparseVector[weight_t](x.vector[0] + y.vector[0]) */ -static PyObject 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"/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":96 * cdef SparseVector result = SparseVector() - * result.vector = new FastSparseVector[weight_t](self.vector[0] + other.vector[0]) + * result.vector = new FastSparseVector[weight_t](x.vector[0] + y.vector[0]) * return result # <<<<<<<<<<<<<< * - * def __sub__(SparseVector self, SparseVector other): + * def __sub__(SparseVector x, SparseVector y): */ __Pyx_XDECREF(__pyx_r); __Pyx_INCREF(((PyObject *)__pyx_v_result)); @@ -2536,14 +2725,14 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_25__add__(struct __pyx_obj_5_cde } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_12SparseVector_28__sub__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/ -static PyObject *__pyx_pw_5_cdec_12SparseVector_28__sub__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) { +static PyObject *__pyx_pw_5_cdec_12SparseVector_28__sub__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /*proto*/ +static PyObject 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__pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_1)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_1))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_plf = ((PyObject*)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":82 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":95 * def lattice(self): # TODO direct hg -> lattice conversion in cdec * cdef str plf = hypergraph.AsPLF(self.hg[0], True).c_str() * return Lattice(eval(plf)) # <<<<<<<<<<<<<< @@ -3817,17 +4440,17 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_23lattice(struct __pyx_obj_5_cdec_ * def reweight(self, weights): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_Globals(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto 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(PyCFunction)__pyx_pw_5_cdec_11DenseVector_10tosparse, METH_NOARGS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_DenseVector = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 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/*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_DenseVector = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.DenseVector"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_DenseVector), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_DenseVector, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_DenseVector, /*tp_as_number*/ + &__pyx_tp_as_sequence_DenseVector, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_DenseVector, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_DenseVector, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_11DenseVector_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_DenseVector, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_DenseVector, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_SparseVector(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_5_cdec_12SparseVector_3__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = { + {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_8dot, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("todense"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_10todense, METH_NOARGS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SparseVector = { + __pyx_pw_5_cdec_12SparseVector_26__add__, /*nb_add*/ + __pyx_pw_5_cdec_12SparseVector_28__sub__, /*nb_subtract*/ + __pyx_pw_5_cdec_12SparseVector_30__mul__, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_5_cdec_12SparseVector_32__div__, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + __pyx_pw_5_cdec_12SparseVector_18__iadd__, /*nb_inplace_add*/ + __pyx_pw_5_cdec_12SparseVector_20__isub__, /*nb_inplace_subtract*/ + __pyx_pw_5_cdec_12SparseVector_22__imul__, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_5_cdec_12SparseVector_24__idiv__, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_SparseVector = { + __pyx_pw_5_cdec_12SparseVector_14__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_SparseVector, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + __pyx_pw_5_cdec_12SparseVector_16__contains__, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SparseVector = { + __pyx_pw_5_cdec_12SparseVector_14__len__, /*mp_length*/ + __pyx_pw_5_cdec_12SparseVector_1__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_5_cdec_SparseVector, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_SparseVector = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_SparseVector = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SparseVector"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SparseVector), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SparseVector, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_SparseVector, /*tp_as_number*/ + &__pyx_tp_as_sequence_SparseVector, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SparseVector, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_SparseVector, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + __pyx_pw_5_cdec_12SparseVector_12__richcmp__, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_12SparseVector_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SparseVector, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_SparseVector, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { + {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_source_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7viterbi_source_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_features, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_11kbest, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_14kbest_tree, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_17kbest_features, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_20sample, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_23intersect, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_25prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_27lattice, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_29reweight, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Hypergraph = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Hypergraph = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_Hypergraph = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Hypergraph, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Hypergraph, /*tp_as_number*/ + &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Hypergraph, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Hypergraph, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Hypergraph, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_7Lattice_14__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_5_cdec_Lattice(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_5_cdec_7Lattice_5__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Lattice = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Lattice = { + __pyx_pw_5_cdec_7Lattice_7__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_Lattice, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Lattice = { + __pyx_pw_5_cdec_7Lattice_7__len__, /*mp_length*/ + __pyx_pw_5_cdec_7Lattice_3__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Lattice = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_Lattice = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Lattice, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Lattice, /*tp_as_number*/ + &__pyx_tp_as_sequence_Lattice, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_5_cdec_7Lattice_9__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_7Lattice_11__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Lattice, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + __pyx_pw_5_cdec_7Lattice_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Candidate(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_5words_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_4fmap_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_5score_1__get__(o); +} + +static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_9Candidate_5score_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_Candidate[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_Candidate[] = { + {(char *)"words", __pyx_getprop_5_cdec_9Candidate_words, 0, 0, 0}, + {(char *)"fmap", __pyx_getprop_5_cdec_9Candidate_fmap, 0, 0, 0}, + {(char *)"score", __pyx_getprop_5_cdec_9Candidate_score, __pyx_setprop_5_cdec_9Candidate_score, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Candidate = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Candidate = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Candidate = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Candidate = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_Candidate = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Candidate"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Candidate), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Candidate, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Candidate, /*tp_as_number*/ + &__pyx_tp_as_sequence_Candidate, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Candidate, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Candidate, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Candidate, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_Candidate, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Candidate, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) { + return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, void *x) { + return __pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_SufficientStats[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = { + {(char *)"score", __pyx_getprop_5_cdec_15SufficientStats_score, 0, 0, 0}, + {(char *)"detail", __pyx_getprop_5_cdec_15SufficientStats_detail, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_10__add__, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + __pyx_pw_5_cdec_15SufficientStats_8__iadd__, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_SufficientStats = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_SufficientStats = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SufficientStats"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SufficientStats), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SufficientStats, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_SufficientStats, /*tp_as_number*/ + &__pyx_tp_as_sequence_SufficientStats, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SufficientStats, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_SufficientStats, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_15SufficientStats_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SufficientStats, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_SufficientStats, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_SufficientStats, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_SegmentEvaluator(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_5_cdec_SegmentEvaluator[] = { + {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SegmentEvaluator = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_SegmentEvaluator = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SegmentEvaluator = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_SegmentEvaluator = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SegmentEvaluator"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SegmentEvaluator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SegmentEvaluator, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_SegmentEvaluator, /*tp_as_number*/ + &__pyx_tp_as_sequence_SegmentEvaluator, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SegmentEvaluator, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_SegmentEvaluator, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SegmentEvaluator, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_SegmentEvaluator, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Scorer(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + if (__pyx_pw_5_cdec_6Scorer_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } return o; } -static void __pyx_tp_dealloc_5_cdec_DenseVector(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_Scorer(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_DenseVector(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; -} - -static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, PyObject *v) { - if (v) { - return __pyx_pw_5_cdec_11DenseVector_3__setitem__(o, i, v); - } - else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; - } -} -static PyMethodDef __pyx_methods_5_cdec_DenseVector[] = { - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_8dot, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_10tosparse, METH_NOARGS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec_Scorer[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_DenseVector = { +static PyNumberMethods __pyx_tp_as_number_Scorer = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -5931,11 +9512,11 @@ static PyNumberMethods __pyx_tp_as_number_DenseVector = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { +static PySequenceMethods __pyx_tp_as_sequence_Scorer = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_DenseVector, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -5944,13 +9525,13 @@ static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_DenseVector = { +static PyMappingMethods __pyx_tp_as_mapping_Scorer = { 0, /*mp_length*/ - __pyx_pw_5_cdec_11DenseVector_1__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_DenseVector, /*mp_ass_subscript*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_DenseVector = { +static PyBufferProcs __pyx_tp_as_buffer_Scorer = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -5971,12 +9552,12 @@ static PyBufferProcs __pyx_tp_as_buffer_DenseVector = { #endif }; -static PyTypeObject __pyx_type_5_cdec_DenseVector = { +static PyTypeObject __pyx_type_5_cdec_Scorer = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.DenseVector"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_DenseVector), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Scorer"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Scorer), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_DenseVector, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Scorer, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -5986,24 +9567,24 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_DenseVector, /*tp_as_number*/ - &__pyx_tp_as_sequence_DenseVector, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_DenseVector, /*tp_as_mapping*/ + &__pyx_tp_as_number_Scorer, /*tp_as_number*/ + &__pyx_tp_as_sequence_Scorer, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Scorer, /*tp_as_mapping*/ 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ + __pyx_pw_5_cdec_6Scorer_3__call__, /*tp_call*/ + __pyx_pw_5_cdec_6Scorer_5__str__, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_DenseVector, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_Scorer, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_11DenseVector_5__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_DenseVector, /*tp_methods*/ + __pyx_methods_5_cdec_Scorer, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -6013,7 +9594,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_DenseVector, /*tp_new*/ + __pyx_tp_new_5_cdec_Scorer, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -6027,43 +9608,78 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec_Decoder *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_Decoder *)o); + p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_5_cdec_7Decoder_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } return o; } -static void __pyx_tp_dealloc_5_cdec_SparseVector(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_Decoder(PyObject *o) { + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_7Decoder_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_XDECREF(((PyObject *)p->weights)); (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; + +static int __pyx_tp_traverse_5_cdec_Decoder(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + if (p->weights) { + e = (*v)(((PyObject*)p->weights), a); if (e) return e; + } + return 0; } -static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) { +static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) { + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + PyObject* tmp; + tmp = ((PyObject*)p->weights); + p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) { + return __pyx_pw_5_cdec_7Decoder_7weights_1__get__(o); +} + +static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) { if (v) { - return __pyx_pw_5_cdec_12SparseVector_3__setitem__(o, i, v); + return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v); } else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; + return __pyx_pw_5_cdec_7Decoder_7weights_5__del__(o); } } -static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = { - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_8dot, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("todense"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_10todense, METH_NOARGS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec_Decoder[] = { + {__Pyx_NAMESTR("read_weights"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_5read_weights, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("translate"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_7translate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_26__add__, /*nb_add*/ - __pyx_pw_5_cdec_12SparseVector_28__sub__, /*nb_subtract*/ +static struct PyGetSetDef __pyx_getsets_5_cdec_Decoder[] = { + {(char *)"weights", __pyx_getprop_5_cdec_7Decoder_weights, __pyx_setprop_5_cdec_7Decoder_weights, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Decoder = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ 0, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 0, /*nb_divide*/ @@ -6097,11 +9713,11 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - __pyx_pw_5_cdec_12SparseVector_18__iadd__, /*nb_inplace_add*/ - __pyx_pw_5_cdec_12SparseVector_20__isub__, /*nb_inplace_subtract*/ - __pyx_pw_5_cdec_12SparseVector_22__imul__, /*nb_inplace_multiply*/ + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_24__idiv__, /*nb_inplace_divide*/ + 0, /*nb_inplace_divide*/ #endif 0, /*nb_inplace_remainder*/ 0, /*nb_inplace_power*/ @@ -6119,26 +9735,26 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_14__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_Decoder = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_SparseVector, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ - __pyx_pw_5_cdec_12SparseVector_16__contains__, /*sq_contains*/ + 0, /*sq_contains*/ 0, /*sq_inplace_concat*/ 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_14__len__, /*mp_length*/ - __pyx_pw_5_cdec_12SparseVector_1__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_SparseVector, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_Decoder = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_SparseVector = { +static PyBufferProcs __pyx_tp_as_buffer_Decoder = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -6159,12 +9775,12 @@ static PyBufferProcs __pyx_tp_as_buffer_SparseVector = { #endif }; -static PyTypeObject __pyx_type_5_cdec_SparseVector = { +static PyTypeObject __pyx_type_5_cdec_Decoder = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.SparseVector"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_SparseVector), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Decoder"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Decoder), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_SparseVector, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Decoder, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -6174,26 +9790,26 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_SparseVector, /*tp_as_number*/ - &__pyx_tp_as_sequence_SparseVector, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_SparseVector, /*tp_as_mapping*/ + &__pyx_tp_as_number_Decoder, /*tp_as_number*/ + &__pyx_tp_as_sequence_Decoder, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Decoder, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_SparseVector, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer_Decoder, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ - __pyx_pw_5_cdec_12SparseVector_12__richcmp__, /*tp_richcompare*/ + __pyx_tp_traverse_5_cdec_Decoder, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_Decoder, /*tp_clear*/ + 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_12SparseVector_5__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_SparseVector, /*tp_methods*/ + __pyx_methods_5_cdec_Decoder, /*tp_methods*/ 0, /*tp_members*/ - 0, /*tp_getset*/ + __pyx_getsets_5_cdec_Decoder, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -6201,7 +9817,7 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_SparseVector, /*tp_new*/ + __pyx_tp_new_5_cdec_Decoder, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -6215,41 +9831,44 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { - {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_source_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7viterbi_source_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_features, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_11kbest, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_14kbest_tree, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_17sample, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_20intersect, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_22prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_24lattice, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_26reweight, METH_O, __Pyx_DOCSTR(0)}, +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Hypergraph = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -6307,7 +9926,7 @@ static PyNumberMethods __pyx_tp_as_number_Hypergraph = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -6320,13 +9939,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Hypergraph = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -6347,12 +9966,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Hypergraph = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Hypergraph, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -6362,24 +9981,24 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Hypergraph, /*tp_as_number*/ - &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Hypergraph, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct____iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Hypergraph, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -6389,7 +10008,7 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Hypergraph, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -6403,48 +10022,52 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); + p->__pyx_v_fname = 0; + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_7Lattice_14__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_fname)); + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_Lattice(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; -} -static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) { - if (v) { - return __pyx_pw_5_cdec_7Lattice_5__setitem__(o, i, v); +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + if (p->__pyx_v_fname) { + e = (*v)(p->__pyx_v_fname, a); if (e) return e; } - else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } + return 0; } -static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_fname); + p->__pyx_v_fname = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Lattice = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -6502,11 +10125,11 @@ static PyNumberMethods __pyx_tp_as_number_Lattice = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Lattice = { - __pyx_pw_5_cdec_7Lattice_7__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_Lattice, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -6515,13 +10138,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Lattice = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Lattice = { - __pyx_pw_5_cdec_7Lattice_7__len__, /*mp_length*/ - __pyx_pw_5_cdec_7Lattice_3__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1___iter__ = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Lattice = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -6542,12 +10165,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Lattice = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Lattice = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Lattice, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -6557,24 +10180,24 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Lattice, /*tp_as_number*/ - &__pyx_tp_as_sequence_Lattice, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_1___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_1___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_1___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - __pyx_pw_5_cdec_7Lattice_9__str__, /*tp_str*/ + 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_1___iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_7Lattice_11__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Lattice, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_1___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -6582,9 +10205,9 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ - __pyx_pw_5_cdec_7Lattice_1__init__, /*tp_init*/ + 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -6598,76 +10221,60 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec_Decoder *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec_Decoder *)o); - p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); - if (__pyx_pw_5_cdec_7Decoder_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o); + p->__pyx_v_self = 0; + p->__pyx_v_sentence = 0; + p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Decoder(PyObject *o) { - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_7Decoder_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - Py_XDECREF(((PyObject *)p->weights)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); + Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec_Decoder(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; - if (p->weights) { - e = (*v)(((PyObject*)p->weights), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_sentence) { + e = (*v)(p->__pyx_v_sentence, a); if (e) return e; + } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) { - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; PyObject* tmp; - tmp = ((PyObject*)p->weights); - p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sentence); + p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) { - return __pyx_pw_5_cdec_7Decoder_7weights_1__get__(o); -} - -static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v); - } - else { - return __pyx_pw_5_cdec_7Decoder_7weights_5__del__(o); - } -} - -static PyMethodDef __pyx_methods_5_cdec_Decoder[] = { - {__Pyx_NAMESTR("read_weights"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_5read_weights, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("translate"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_7translate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2_kbest[] = { {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_Decoder[] = { - {(char *)"weights", __pyx_getprop_5_cdec_7Decoder_weights, __pyx_setprop_5_cdec_7Decoder_weights, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_Decoder = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -6725,7 +10332,7 @@ static PyNumberMethods __pyx_tp_as_number_Decoder = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Decoder = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -6738,13 +10345,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Decoder = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Decoder = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_kbest = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Decoder = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -6765,12 +10372,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Decoder = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Decoder = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Decoder"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Decoder), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2_kbest"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Decoder, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -6780,26 +10387,26 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Decoder, /*tp_as_number*/ - &__pyx_tp_as_sequence_Decoder, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Decoder, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_2_kbest, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_2_kbest, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_2_kbest, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Decoder, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_2_kbest, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec_Decoder, /*tp_traverse*/ - __pyx_tp_clear_5_cdec_Decoder, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Decoder, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_2_kbest, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_Decoder, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -6807,7 +10414,7 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Decoder, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -6821,44 +10428,60 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o); p->__pyx_v_self = 0; + p->__pyx_v_size = 0; + p->__pyx_v_tree = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_size); + Py_XDECREF(((PyObject *)p->__pyx_v_tree)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } + if (p->__pyx_v_tree) { + e = (*v)(p->__pyx_v_tree, a); if (e) return e; + } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_tree); + p->__pyx_v_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_tree = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -6916,7 +10539,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -6929,13 +10552,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -6956,12 +10579,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_kbest_tree"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -6971,24 +10594,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_3_kbest_tree, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct____iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -6998,7 +10621,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -7012,52 +10635,60 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); - p->__pyx_v_fname = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o); + p->__pyx_v_fmap = 0; p->__pyx_v_self = 0; + p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_fname)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_fmap)); Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; - if (p->__pyx_v_fname) { - e = (*v)(p->__pyx_v_fname, a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; + if (p->__pyx_v_fmap) { + e = (*v)(((PyObject*)p->__pyx_v_fmap), a); if (e) return e; } if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_fname); - p->__pyx_v_fname = ((PyObject*)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_fmap); + p->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_kbest_features = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -7115,7 +10746,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -7128,13 +10759,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -7155,12 +10786,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4_kbest_features"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -7170,24 +10801,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_1___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_1___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_1___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_4_kbest_features, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_1___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_1___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -7197,7 +10828,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -7211,42 +10842,37 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5_sample(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o); p->__pyx_v_self = 0; p->__pyx_v_sentence = 0; - p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); - Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } if (p->__pyx_v_sentence) { e = (*v)(p->__pyx_v_sentence, a); if (e) return e; } - if (p->__pyx_v_size) { - e = (*v)(p->__pyx_v_size, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); @@ -7254,17 +10880,14 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { tmp = ((PyObject*)p->__pyx_v_sentence); p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_size); - p->__pyx_v_size = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2_kbest[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5_sample[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5_sample = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -7322,7 +10945,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5_sample = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -7335,13 +10958,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_kbest = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5_sample = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5_sample = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -7362,12 +10985,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2_kbest"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5_sample"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -7377,24 +11000,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_2_kbest, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_2_kbest, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_2_kbest, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_5_sample, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_5_sample, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_5_sample, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_2_kbest, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_5_sample, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_2_kbest, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_5_sample, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -7404,7 +11027,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_5_sample, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -7418,60 +11041,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o); p->__pyx_v_self = 0; - p->__pyx_v_size = 0; - p->__pyx_v_tree = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(p->__pyx_v_size); - Py_XDECREF(((PyObject *)p->__pyx_v_tree)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_size) { - e = (*v)(p->__pyx_v_size, a); if (e) return e; - } - if (p->__pyx_v_tree) { - e = (*v)(p->__pyx_v_tree, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_size); - p->__pyx_v_size = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_tree); - p->__pyx_v_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_tree = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -7529,7 +11136,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_tree = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -7542,13 +11149,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree = 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_6___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -7569,12 +11176,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_kbest_tree"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_6___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -7584,24 +11191,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_3_kbest_tree, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_6___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_6___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_6___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_6___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_6___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -7611,7 +11218,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -7625,52 +11232,60 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4_sample(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o); + p->__pyx_v_i = 0; p->__pyx_v_self = 0; - p->__pyx_v_sentence = 0; + p->__pyx_t_1 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; + Py_XDECREF(p->__pyx_v_i); Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); + Py_XDECREF(p->__pyx_t_1); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_sample(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; + if (p->__pyx_v_i) { + e = (*v)(p->__pyx_v_i, a); if (e) return e; + } if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_sentence) { - e = (*v)(p->__pyx_v_sentence, a); if (e) return e; + if (p->__pyx_t_1) { + e = (*v)(p->__pyx_t_1, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_7___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_i); + p->__pyx_v_i = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SufficientStats *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_sentence); - p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_t_1); + p->__pyx_t_1 = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4_sample[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_7___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_sample = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -7728,7 +11343,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_sample = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_sample = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -7741,13 +11356,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_sample = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_sample = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_7___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_sample = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -7768,12 +11383,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_sample = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_sample = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4_sample"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_sample, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -7783,24 +11398,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_sample = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_4_sample, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_4_sample, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_4_sample, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_7___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_7___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_7___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_4_sample, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_7___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_sample, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_4_sample, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_7___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_4_sample, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_7___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -7810,7 +11425,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_sample = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_4_sample, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -7824,44 +11439,60 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_sample = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_candidate_set(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o); + p->__pyx_v_candidate = 0; + p->__pyx_v_hypergraph = 0; p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_candidate_set(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_candidate)); + Py_XDECREF(((PyObject *)p->__pyx_v_hypergraph)); Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_candidate_set(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o; + if (p->__pyx_v_candidate) { + e = (*v)(((PyObject*)p->__pyx_v_candidate), a); if (e) return e; + } + if (p->__pyx_v_hypergraph) { + e = (*v)(((PyObject*)p->__pyx_v_hypergraph), a); if (e) return e; + } if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8_candidate_set(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o; PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_candidate); + p->__pyx_v_candidate = ((struct __pyx_obj_5_cdec_Candidate *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_hypergraph); + p->__pyx_v_hypergraph = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SegmentEvaluator *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8_candidate_set[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_candidate_set = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -7919,7 +11550,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_candidate_set = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -7932,13 +11563,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8_candidate_set = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_candidate_set = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -7959,12 +11590,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_candidate_set = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8_candidate_set"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -7974,24 +11605,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_5___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_5___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_5___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_8_candidate_set, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_8_candidate_set, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_8_candidate_set, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_5___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_8_candidate_set, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_5___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_5___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_5___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -8001,7 +11632,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_5___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -8039,15 +11670,18 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_11, __pyx_k_11, sizeof(__pyx_k_11), 0, 0, 1, 0}, {&__pyx_kp_s_13, __pyx_k_13, sizeof(__pyx_k_13), 0, 0, 1, 0}, {&__pyx_kp_s_14, __pyx_k_14, sizeof(__pyx_k_14), 0, 0, 1, 0}, + {&__pyx_kp_s_19, __pyx_k_19, sizeof(__pyx_k_19), 0, 0, 1, 0}, {&__pyx_kp_s_2, __pyx_k_2, sizeof(__pyx_k_2), 0, 0, 1, 0}, - {&__pyx_kp_s_21, __pyx_k_21, sizeof(__pyx_k_21), 0, 0, 1, 0}, + {&__pyx_kp_s_23, __pyx_k_23, sizeof(__pyx_k_23), 0, 0, 1, 0}, + {&__pyx_n_s__BLEU, __pyx_k__BLEU, sizeof(__pyx_k__BLEU), 0, 0, 1, 1}, {&__pyx_n_s__Exception, __pyx_k__Exception, sizeof(__pyx_k__Exception), 0, 0, 1, 1}, + {&__pyx_n_s__IBM_BLEU, __pyx_k__IBM_BLEU, sizeof(__pyx_k__IBM_BLEU), 0, 0, 1, 1}, {&__pyx_n_s__IndexError, __pyx_k__IndexError, sizeof(__pyx_k__IndexError), 0, 0, 1, 1}, {&__pyx_n_s__KeyError, __pyx_k__KeyError, sizeof(__pyx_k__KeyError), 0, 0, 1, 1}, {&__pyx_n_s__NotImplemented, __pyx_k__NotImplemented, sizeof(__pyx_k__NotImplemented), 0, 0, 1, 1}, {&__pyx_n_s__ParseFailed, __pyx_k__ParseFailed, sizeof(__pyx_k__ParseFailed), 0, 0, 1, 1}, + {&__pyx_n_s__TER, __pyx_k__TER, sizeof(__pyx_k__TER), 0, 0, 1, 1}, {&__pyx_n_s__TypeError, __pyx_k__TypeError, sizeof(__pyx_k__TypeError), 0, 0, 1, 1}, - {&__pyx_n_s__ValueError, __pyx_k__ValueError, sizeof(__pyx_k__ValueError), 0, 0, 1, 1}, {&__pyx_n_s____enter__, __pyx_k____enter__, sizeof(__pyx_k____enter__), 0, 0, 1, 1}, {&__pyx_n_s____exit__, __pyx_k____exit__, sizeof(__pyx_k____exit__), 0, 0, 1, 1}, {&__pyx_n_s____main__, __pyx_k____main__, sizeof(__pyx_k____main__), 0, 0, 1, 1}, @@ -8059,13 +11693,18 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__density, __pyx_k__density, sizeof(__pyx_k__density), 0, 0, 1, 1}, {&__pyx_n_s__dot, __pyx_k__dot, sizeof(__pyx_k__dot), 0, 0, 1, 1}, {&__pyx_n_s__encode, __pyx_k__encode, sizeof(__pyx_k__encode), 0, 0, 1, 1}, + {&__pyx_n_s__encoding, __pyx_k__encoding, sizeof(__pyx_k__encoding), 0, 0, 1, 1}, {&__pyx_n_s__enumerate, __pyx_k__enumerate, sizeof(__pyx_k__enumerate), 0, 0, 1, 1}, {&__pyx_n_s__eval, __pyx_k__eval, sizeof(__pyx_k__eval), 0, 0, 1, 1}, {&__pyx_n_s__grammar, __pyx_k__grammar, sizeof(__pyx_k__grammar), 0, 0, 1, 1}, + {&__pyx_n_s__hypergraph, __pyx_k__hypergraph, sizeof(__pyx_k__hypergraph), 0, 0, 1, 1}, {&__pyx_n_s__inp, __pyx_k__inp, sizeof(__pyx_k__inp), 0, 0, 1, 1}, + {&__pyx_n_s__k, __pyx_k__k, sizeof(__pyx_k__k), 0, 0, 1, 1}, + {&__pyx_n_s__name, __pyx_k__name, sizeof(__pyx_k__name), 0, 0, 1, 1}, {&__pyx_n_s__open, __pyx_k__open, sizeof(__pyx_k__open), 0, 0, 1, 1}, {&__pyx_n_s__plf, __pyx_k__plf, sizeof(__pyx_k__plf), 0, 0, 1, 1}, {&__pyx_n_s__range, __pyx_k__range, sizeof(__pyx_k__range), 0, 0, 1, 1}, + {&__pyx_n_s__refs, __pyx_k__refs, sizeof(__pyx_k__refs), 0, 0, 1, 1}, {&__pyx_n_s__self, __pyx_k__self, sizeof(__pyx_k__self), 0, 0, 1, 1}, {&__pyx_n_s__sentence, __pyx_k__sentence, sizeof(__pyx_k__sentence), 0, 0, 1, 1}, {&__pyx_n_s__split, __pyx_k__split, sizeof(__pyx_k__split), 0, 0, 1, 1}, @@ -8074,14 +11713,13 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {0, 0, 0, 0, 0, 0, 0} }; static int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_KeyError = __Pyx_GetName(__pyx_b, __pyx_n_s__KeyError); if (!__pyx_builtin_KeyError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_ValueError = __Pyx_GetName(__pyx_b, __pyx_n_s__ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_enumerate = __Pyx_GetName(__pyx_b, __pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_IndexError = __Pyx_GetName(__pyx_b, __pyx_n_s__IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_open = __Pyx_GetName(__pyx_b, __pyx_n_s__open); if (!__pyx_builtin_open) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; @@ -8095,7 +11733,7 @@ static int __Pyx_InitCachedConstants(void) { /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":69 * elif op == 3: # != - * return not (self == other) + * return not (x == y) * raise NotImplemented('comparison not implemented for SparseVector') # <<<<<<<<<<<<<< * * def __len__(self): @@ -8177,14 +11815,14 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_8)); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":65 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78 * for k in range(hypos.size()): * sentence = GetString(hypos[0][k].words).c_str() * yield sentence.decode('utf8') # <<<<<<<<<<<<<< * del hypos * */ - __pyx_k_tuple_9 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_9 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_9); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); PyTuple_SET_ITEM(__pyx_k_tuple_9, 0, ((PyObject *)__pyx_n_s__utf8)); @@ -8261,6 +11899,20 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_18)); + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":6 + * cdef bytes ret + * if isinstance(sentence, unicode): + * ret = sentence.encode('utf8') # <<<<<<<<<<<<<< + * elif isinstance(sentence, str): + * ret = sentence + */ + __pyx_k_tuple_20 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_20)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_20); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_k_tuple_20, 0, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_20)); + /* "_cdec.pyx":31 * * def read_weights(self, cfg): @@ -8268,18 +11920,18 @@ static int __Pyx_InitCachedConstants(void) { * for line in fp: * fname, value = line.split() */ - __pyx_k_tuple_19 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_19)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_19); + __pyx_k_tuple_21 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_21); __Pyx_INCREF(Py_None); - PyTuple_SET_ITEM(__pyx_k_tuple_19, 0, Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_21, 0, Py_None); __Pyx_GIVEREF(Py_None); __Pyx_INCREF(Py_None); - PyTuple_SET_ITEM(__pyx_k_tuple_19, 1, Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_21, 1, Py_None); __Pyx_GIVEREF(Py_None); __Pyx_INCREF(Py_None); - PyTuple_SET_ITEM(__pyx_k_tuple_19, 2, Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_21, 2, Py_None); __Pyx_GIVEREF(Py_None); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_19)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_21)); /* "_cdec.pyx":38 * def translate(self, sentence, grammar=None): @@ -8288,12 +11940,37 @@ static int __Pyx_InitCachedConstants(void) { * elif isinstance(sentence, str): * inp = sentence.strip() */ - __pyx_k_tuple_20 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_20); + __pyx_k_tuple_22 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_22); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_k_tuple_20, 0, ((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_k_tuple_22, 0, ((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_20)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_22)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 + * return self.name.c_str() + * + * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< + * TER = Scorer('TER') + */ + __pyx_k_tuple_24 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_24)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_24); + __Pyx_INCREF(((PyObject *)__pyx_n_s__IBM_BLEU)); + PyTuple_SET_ITEM(__pyx_k_tuple_24, 0, ((PyObject *)__pyx_n_s__IBM_BLEU)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__IBM_BLEU)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_24)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 + * + * BLEU = Scorer('IBM_BLEU') + * TER = Scorer('TER') # <<<<<<<<<<<<<< + */ + __pyx_k_tuple_25 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_25)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_25); + __Pyx_INCREF(((PyObject *)__pyx_n_s__TER)); + PyTuple_SET_ITEM(__pyx_k_tuple_25, 0, ((PyObject *)__pyx_n_s__TER)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__TER)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_25)); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -8389,6 +12066,18 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Lattice", (PyObject *)&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Lattice = &__pyx_type_5_cdec_Lattice; + if (PyType_Ready(&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Candidate", (PyObject *)&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Candidate = &__pyx_type_5_cdec_Candidate; + if (PyType_Ready(&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SufficientStats", (PyObject *)&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_SufficientStats = &__pyx_type_5_cdec_SufficientStats; + if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_SegmentEvaluator = &__pyx_type_5_cdec_SegmentEvaluator; + if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Scorer = &__pyx_type_5_cdec_Scorer; if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Decoder = &__pyx_type_5_cdec_Decoder; @@ -8400,42 +12089,69 @@ PyMODINIT_FUNC PyInit__cdec(void) __pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = &__pyx_type_5_cdec___pyx_scope_struct_2_kbest; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = &__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_4_sample = &__pyx_type_5_cdec___pyx_scope_struct_4_sample; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_5___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_5___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = &__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_5_sample = &__pyx_type_5_cdec___pyx_scope_struct_5_sample; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_6___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_7___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_candidate_set) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_8_candidate_set = &__pyx_type_5_cdec___pyx_scope_struct_8_candidate_set; /*--- Type import code ---*/ /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ - /* "_cdec.pyx":10 - * include "lattice.pxi" + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 + * return self.name.c_str() + * + * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< + * TER = Scorer('TER') + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_24), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 + * + * BLEU = Scorer('IBM_BLEU') + * TER = Scorer('TER') # <<<<<<<<<<<<<< + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_25), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_cdec.pyx":11 + * include "mteval.pxi" * * SetSilent(True) # <<<<<<<<<<<<<< * - * class ParseFailed(Exception): + * class ParseFailed(Exception): pass */ SetSilent(1); - /* "_cdec.pyx":12 + /* "_cdec.pyx":13 * SetSilent(True) * - * class ParseFailed(Exception): # <<<<<<<<<<<<<< - * pass + * class ParseFailed(Exception): pass # <<<<<<<<<<<<<< * + * cdef class Decoder: */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(__pyx_builtin_Exception); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_builtin_Exception); __Pyx_GIVEREF(__pyx_builtin_Exception); - __pyx_t_3 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; @@ -8673,6 +12389,18 @@ static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed return 0; } +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + static void __Pyx_RaiseDoubleKeywordsError( const char* func_name, PyObject* kw_name) @@ -8889,18 +12617,6 @@ bad: return -1; } -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_Format(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(PyObject_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); - return 0; -} - static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { PyThreadState *tstate = PyThreadState_GET(); *type = tstate->exc_type; @@ -9693,6 +13409,25 @@ static int __pyx_Generator_init(void) return PyType_Ready(&__pyx_GeneratorType); } +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +} + static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx index 698a66f6..6fafbbc0 100644 --- a/python/src/_cdec.pyx +++ b/python/src/_cdec.pyx @@ -6,11 +6,11 @@ cimport decoder include "vectors.pxi" include "hypergraph.pxi" include "lattice.pxi" +include "mteval.pxi" SetSilent(True) -class ParseFailed(Exception): - pass +class ParseFailed(Exception): pass cdef class Decoder: cdef decoder.Decoder* dec diff --git a/python/src/hypergraph.pxi b/python/src/hypergraph.pxi index c226d105..ce78b729 100644 --- a/python/src/hypergraph.pxi +++ b/python/src/hypergraph.pxi @@ -53,6 +53,19 @@ cdef class Hypergraph: yield tree.decode('utf8') del derivations + def kbest_features(self, size): + cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) + cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation + cdef SparseVector fmap + cdef unsigned k + for k in range(size): + derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not derivation: break + fmap = SparseVector() + fmap.vector = new FastSparseVector[weight_t](derivation._yield) + yield fmap + del derivations + def sample(self, unsigned n): cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() if self.rng == NULL: @@ -87,6 +100,6 @@ cdef class Hypergraph: elif isinstance(weights, DenseVector): self.hg.Reweight(( weights).vector[0]) else: - raise ValueError('cannot reweight hypergraph with %s' % type(weights)) + raise TypeError('cannot reweight hypergraph with %s' % type(weights)) # TODO get feature expectations, get partition function ("inside" score) diff --git a/python/src/kbest.pxd b/python/src/kbest.pxd index f34ac5ed..cef42bd3 100644 --- a/python/src/kbest.pxd +++ b/python/src/kbest.pxd @@ -9,6 +9,8 @@ cdef extern from "decoder/viterbi.h": pass cdef cppclass FTreeTraversal: pass + cdef cppclass FeatureVectorTraversal: + pass cdef extern from "decoder/kbest.h" namespace "KBest": cdef cppclass KBestDerivations[T, Traversal]: diff --git a/python/src/mteval.pxd b/python/src/mteval.pxd new file mode 100644 index 00000000..52af6297 --- /dev/null +++ b/python/src/mteval.pxd @@ -0,0 +1,47 @@ +from libcpp.vector cimport vector +from libcpp.string cimport string +from utils cimport * +from hypergraph cimport Hypergraph + +cdef extern from "mteval/ns.h": + cdef cppclass SufficientStats: + SufficientStats() + SufficientStats(SufficientStats&) + unsigned size() + float operator[](unsigned i) + void swap(SufficientStats& other) + + SufficientStats add "operator+" (SufficientStats&, SufficientStats&) + + cdef cppclass SegmentEvaluator: + void Evaluate(vector[WordID]& hyp, SufficientStats* out) + + cdef cppclass EvaluationMetric: + string& MetricId() + bint IsErrorMetric() + float ComputeScore(SufficientStats& stats) + string DetailedScore(SufficientStats& stats) + shared_ptr[SegmentEvaluator] CreateSegmentEvaluator(vector[vector[WordID]]& refs) + ComputeSufficientStatistics(vector[WordID]& hyp, + vector[WordID]& refs, + SufficientStats* out) + +cdef extern from "mteval/ns.h" namespace "EvaluationMetric": + EvaluationMetric* Instance(string& metric_id) + EvaluationMetric* Instance() # IBM_BLEU + +cdef extern from "training/candidate_set.h" namespace "training": + cdef cppclass Candidate "const training::Candidate": + vector[WordID] ewords + FastSparseVector[weight_t] fmap + SufficientStats eval_feats + + cdef cppclass CandidateSet: + CandidateSet() + unsigned size() + Candidate& operator[](unsigned i) + void ReadFromFile(string& file) + void WriteToFile(string& file) + void AddKBestCandidates(Hypergraph& hg, + unsigned kbest_size, + SegmentEvaluator* scorer) diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi new file mode 100644 index 00000000..dabdf927 --- /dev/null +++ b/python/src/mteval.pxi @@ -0,0 +1,116 @@ +cimport mteval + +cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): + cdef bytes ret + if isinstance(sentence, unicode): + ret = sentence.encode('utf8') + elif isinstance(sentence, str): + ret = sentence + else: + raise TypeError(error_msg % type(sentence)) + return ret + +cdef class Candidate: + cdef mteval.Candidate* candidate + cdef public float score + + property words: + def __get__(self): + return unicode(GetString(self.candidate.ewords).c_str(), encoding='utf8') + + property fmap: + def __get__(self): + cdef SparseVector fmap = SparseVector() + fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) + return fmap + +cdef class SufficientStats: + cdef mteval.SufficientStats* stats + cdef mteval.EvaluationMetric* metric + + def __dealloc__(self): + del self.stats + + property score: + def __get__(self): + return self.metric.ComputeScore(self.stats[0]) + + property detail: + def __get__(self): + return self.metric.DetailedScore(self.stats[0]).c_str() + + def __len__(self): + return self.stats.size() + + def __iter__(self): + for i in range(len(self)): + yield self.stats[0][i] + + def __iadd__(SufficientStats self, SufficientStats other): + self.stats[0] += other.stats[0] + return self + + def __add__(SufficientStats x, SufficientStats y): + cdef SufficientStats result = SufficientStats() + result.stats = new mteval.SufficientStats(mteval.add(x.stats[0], y.stats[0])) + result.metric = x.metric + return result + +cdef class SegmentEvaluator: + cdef shared_ptr[mteval.SegmentEvaluator]* scorer + cdef mteval.EvaluationMetric* metric + + def __dealloc__(self): + del self.scorer + + def evaluate(self, sentence): + cdef vector[WordID] hyp + cdef SufficientStats sf = SufficientStats() + sf.metric = self.metric + sf.stats = new mteval.SufficientStats() + ConvertSentence(string(as_str(sentence.strip())), &hyp) + self.scorer.get().Evaluate(hyp, sf.stats) + return sf + + def candidate_set(self, Hypergraph hypergraph, unsigned k): + cdef mteval.CandidateSet* cs = new mteval.CandidateSet() + cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) + cdef Candidate candidate + cdef unsigned i + for i in range(cs.size()): + candidate = Candidate() + candidate.candidate = &cs[0][i] + candidate.score = self.metric.ComputeScore(cs[0][i].eval_feats) + yield candidate + del cs + +cdef class Scorer: + cdef string* name + + def __cinit__(self, char* name): + self.name = new string(name) + + def __call__(self, refs): + cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0]) + if isinstance(refs, unicode) or isinstance(refs, str): + refs = [refs] + cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]() + cdef vector[WordID]* refv + cdef bytes ref_str + for ref in refs: + refv = new vector[WordID]() + ConvertSentence(string(as_str(ref.strip())), refv) + refsv.push_back(refv[0]) + del refv + cdef unsigned i + cdef SegmentEvaluator evaluator = SegmentEvaluator() + evaluator.metric = metric + evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) + del refsv # in theory should not delete but store in SegmentEvaluator + return evaluator + + def __str__(self): + return self.name.c_str() + +BLEU = Scorer('IBM_BLEU') +TER = Scorer('TER') diff --git a/python/src/utils.pxd b/python/src/utils.pxd index 3d518524..94fab5ef 100644 --- a/python/src/utils.pxd +++ b/python/src/utils.pxd @@ -50,16 +50,19 @@ cdef extern from "utils/sparse_vector.h": FastSparseVector[weight_t] operator+(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) FastSparseVector[weight_t] operator-(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) + FastSparseVector[weight_t] operator*(FastSparseVector[weight_t]&, double&) + FastSparseVector[weight_t] operator/(FastSparseVector[weight_t]&, double&) ostream operator<<(ostream& out, FastSparseVector[weight_t]& v) cdef extern from "utils/weights.h" namespace "Weights": void InitSparseVector(vector[weight_t]& dv, FastSparseVector[weight_t]* sv) -cdef extern from "utils/tdict.cc" namespace "TD": +cdef extern from "utils/tdict.h" namespace "TD": string GetString(vector[WordID]& st) unsigned NumWords() WordID TDConvert "TD::Convert" (char*) char* TDConvert "TD::Convert" (WordID) + void ConvertSentence(string& sent, vector[WordID]* ids) cdef extern from "utils/verbose.h": void SetSilent(bint) @@ -76,3 +79,8 @@ cdef extern from "utils/filelib.h": cdef extern from "utils/sampler.h": cdef cppclass MT19937: pass + +cdef extern from "" namespace "boost": + cdef cppclass shared_ptr[T]: + shared_ptr(shared_ptr& r) + T* get() diff --git a/python/src/vectors.pxi b/python/src/vectors.pxi index 74d3a0bd..233c9530 100644 --- a/python/src/vectors.pxi +++ b/python/src/vectors.pxi @@ -53,7 +53,7 @@ cdef class SparseVector: return self.vector.dot(( other).vector[0]) elif isinstance(other, SparseVector): return self.vector.dot(( other).vector[0]) - raise ValueError('cannot take the dot product of %s and SparseVector' % type(other)) + raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) def todense(self): cdef DenseVector dense = DenseVector() @@ -61,11 +61,11 @@ cdef class SparseVector: self.vector.init_vector(dense.vector) return dense - def __richcmp__(SparseVector self, SparseVector other, int op): + def __richcmp__(SparseVector x, SparseVector y, int op): if op == 2: # == - return self.vector[0] == other.vector[0] + return x.vector[0] == y.vector[0] elif op == 3: # != - return not (self == other) + return not (x == y) raise NotImplemented('comparison not implemented for SparseVector') def __len__(self): @@ -90,12 +90,30 @@ cdef class SparseVector: self.vector[0] /= scalar return self - def __add__(SparseVector self, SparseVector other): + def __add__(SparseVector x, SparseVector y): cdef SparseVector result = SparseVector() - result.vector = new FastSparseVector[weight_t](self.vector[0] + other.vector[0]) + result.vector = new FastSparseVector[weight_t](x.vector[0] + y.vector[0]) return result - def __sub__(SparseVector self, SparseVector other): + def __sub__(SparseVector x, SparseVector y): cdef SparseVector result = SparseVector() - result.vector = new FastSparseVector[weight_t](self.vector[0] - other.vector[0]) + result.vector = new FastSparseVector[weight_t](x.vector[0] - y.vector[0]) + return result + + def __mul__(x, y): + cdef SparseVector vector + cdef float scalar + if isinstance(x, SparseVector): vector, scalar = x, y + else: vector, scalar = y, x + cdef SparseVector result = SparseVector() + result.vector = new FastSparseVector[weight_t](vector.vector[0] * scalar) + return result + + def __div__(x, y): + cdef SparseVector vector + cdef float scalar + if isinstance(x, SparseVector): vector, scalar = x, y + else: vector, scalar = y, x + cdef SparseVector result = SparseVector() + result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar) return result diff --git a/python/test.py b/python/test.py index 92403298..b3900eef 100644 --- a/python/test.py +++ b/python/test.py @@ -31,9 +31,11 @@ print ' FTree[0]:', forest.viterbi_source_tree().encode('utf8') print 'LgProb[0]:', forest.viterbi_features().dot(decoder.weights) # Get k-best translations -for i, (sentence, tree) in enumerate(zip(forest.kbest(5), forest.kbest_tree(5)), 1): +kbest = zip(forest.kbest(5), forest.kbest_tree(5), forest.kbest_features(5)) +for i, (sentence, tree, features) in enumerate(kbest, 1): print 'Output[%d]:' % i, sentence.encode('utf8') print ' Tree[%d]:' % i, tree.encode('utf8') + print ' FVect[%d]:' % i, dict(features) # Sample translations from the forest for sentence in forest.sample(5): -- cgit v1.2.3 From 5584ad22d3d3fae7ea195fe6cd7cf56cd0f35ba0 Mon Sep 17 00:00:00 2001 From: Waleed Ammar Date: Mon, 2 Jul 2012 16:51:21 -0400 Subject: (1) allow prefixes and separators used in feature instantiations to be configured. (2) minor refactoring. --- decoder/ff_ngrams.cc | 85 ++++++++++++++++++++++++++++++++++++++++++++-------- decoder/ff_ngrams.h | 2 +- 2 files changed, 73 insertions(+), 14 deletions(-) diff --git a/decoder/ff_ngrams.cc b/decoder/ff_ngrams.cc index d6d79f5e..9c13fdbb 100644 --- a/decoder/ff_ngrams.cc +++ b/decoder/ff_ngrams.cc @@ -48,6 +48,9 @@ struct State { namespace { string Escape(const string& x) { + if (x.find('=') == string::npos && x.find(';') == string::npos) { + return x; + } string y = x; for (int i = 0; i < y.size(); ++i) { if (y[i] == '=') y[i]='_'; @@ -57,10 +60,17 @@ namespace { } } -static bool ParseArgs(string const& in, bool* explicit_markers, unsigned* order) { +static bool ParseArgs(string const& in, bool* explicit_markers, unsigned* order, vector& prefixes, string& target_separator) { vector const& argv=SplitOnWhitespace(in); *explicit_markers = false; *order = 3; + prefixes.push_back("NOT-USED"); + prefixes.push_back("U:"); // default unigram prefix + prefixes.push_back("B:"); // default bigram prefix + prefixes.push_back("T:"); // ...etc + prefixes.push_back("4:"); // ...etc + prefixes.push_back("5:"); // max allowed! + target_separator = "_"; #define LMSPEC_NEXTARG if (i==argv.end()) { \ cerr << "Missing argument for "<<*last<<". "; goto usage; \ } else { ++i; } @@ -73,6 +83,30 @@ static bool ParseArgs(string const& in, bool* explicit_markers, unsigned* order) case 'x': *explicit_markers = true; break; + case 'U': + LMSPEC_NEXTARG; + prefixes[1] = *i; + break; + case 'B': + LMSPEC_NEXTARG; + prefixes[2] = *i; + break; + case 'T': + LMSPEC_NEXTARG; + prefixes[3] = *i; + break; + case '4': + LMSPEC_NEXTARG; + prefixes[4] = *i; + break; + case '5': + LMSPEC_NEXTARG; + prefixes[5] = *i; + break; + case 'S': + LMSPEC_NEXTARG; + target_separator = *i; + break; case 'o': LMSPEC_NEXTARG; *order=atoi((*i).c_str()); break; @@ -86,7 +120,29 @@ static bool ParseArgs(string const& in, bool* explicit_markers, unsigned* order) } return true; usage: - cerr << "NgramFeatures is incorrect!\n"; + cerr << "Wrong parameters for NgramFeatures.\n\n" + + << "NgramFeatures Usage: \n" + << " feature_function=NgramFeatures filename.lm [-x] [-o ] \n" + << " [-U ] [-B ][-T ]\n" + << " [-4 <4-gram-prefix>] [-5 <5-gram-prefix>] [-S ]\n\n" + + << "Defaults: \n" + << " = 3\n" + << " = U:\n" + << " = B:\n" + << " = T:\n" + << " <4-gram-prefix> = 4:\n" + << " <5-gram-prefix> = 5:\n" + << " = _\n" + << " -x (i.e. explicit sos/eos markers) is turned off\n\n" + + << "Example configuration: \n" + << " feature_function=NgramFeatures -o 3 -T tri: -S |\n\n" + + << "Example feature instantiation: \n" + << " tri:a|b|c \n\n"; + return false; } @@ -158,16 +214,12 @@ class NgramDetectorImpl { int& fid = ft->fids[curword]; ++n; if (!fid) { - const char* code="_UBT456789"; // prefix code (unigram, bigram, etc.) ostringstream os; - os << code[n] << ':'; + os << prefixes_[n]; for (int i = n-1; i >= 0; --i) { - os << (i != n-1 ? "_" : ""); + os << (i != n-1 ? target_separator_ : ""); const string& tok = TD::Convert(buf[i]); - if (tok.find('=') == string::npos) - os << tok; - else - os << Escape(tok); + os << Escape(tok); } fid = FD::Convert(os.str()); } @@ -297,7 +349,8 @@ class NgramDetectorImpl { } public: - explicit NgramDetectorImpl(bool explicit_markers, unsigned order) : + explicit NgramDetectorImpl(bool explicit_markers, unsigned order, + vector& prefixes, string& target_separator) : kCDEC_UNK(TD::Convert("")) , add_sos_eos_(!explicit_markers) { order_ = order; @@ -305,6 +358,8 @@ class NgramDetectorImpl { unscored_size_offset_ = (order_ - 1) * sizeof(WordID); is_complete_offset_ = unscored_size_offset_ + 1; unscored_words_offset_ = is_complete_offset_ + 1; + prefixes_ = prefixes; + target_separator_ = target_separator; // special handling of beginning / ending sentence markers dummy_state_ = new char[state_size_]; @@ -340,6 +395,8 @@ class NgramDetectorImpl { char* dummy_state_; vector dummy_ants_; TRulePtr dummy_rule_; + vector prefixes_; + string target_separator_; struct FidTree { map fids; map levels; @@ -348,11 +405,13 @@ class NgramDetectorImpl { }; NgramDetector::NgramDetector(const string& param) { - string filename, mapfile, featname; + string filename, mapfile, featname, target_separator; + vector prefixes; bool explicit_markers = false; unsigned order = 3; - ParseArgs(param, &explicit_markers, &order); - pimpl_ = new NgramDetectorImpl(explicit_markers, order); + ParseArgs(param, &explicit_markers, &order, prefixes, target_separator); + pimpl_ = new NgramDetectorImpl(explicit_markers, order, prefixes, + target_separator); SetStateSize(pimpl_->ReserveStateSize()); } diff --git a/decoder/ff_ngrams.h b/decoder/ff_ngrams.h index 82f61b33..064dbb49 100644 --- a/decoder/ff_ngrams.h +++ b/decoder/ff_ngrams.h @@ -10,7 +10,7 @@ struct NgramDetectorImpl; class NgramDetector : public FeatureFunction { public: - // param = "filename.lm [-o n]" + // param = "filename.lm [-o ] [-U ] [-B ] [-T ] [-4 <4-gram-prefix>] [-5 <5-gram-prefix>] [-S ] NgramDetector(const std::string& param); ~NgramDetector(); virtual void FinalTraversalFeatures(const void* context, -- cgit v1.2.3 From 7937972d2478a3b377930a30b77b07d2e6e902ba Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Mon, 2 Jul 2012 17:05:08 -0400 Subject: [python] Explicit candidate set; memory leak fixes --- python/src/_cdec.cpp | 3321 ++++++++++++++++++++++++++++----------------- python/src/hypergraph.pxi | 58 +- python/src/mteval.pxi | 47 +- python/src/vectors.pxi | 41 +- python/test.py | 3 + training/candidate_set.cc | 9 +- 6 files changed, 2215 insertions(+), 1264 deletions(-) diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 7d45e27f..bc522b32 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Sun Jul 1 00:36:19 2012 */ +/* Generated by Cython 0.16 on Mon Jul 2 17:01:11 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -389,12 +389,12 @@ static const char *__pyx_f[] = { /*--- Type declarations ---*/ struct __pyx_obj_5_cdec_Scorer; +struct __pyx_obj_5_cdec_CandidateSet; struct __pyx_obj_5_cdec_SufficientStats; struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__; struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features; struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree; struct __pyx_obj_5_cdec_Decoder; -struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set; struct __pyx_obj_5_cdec_SegmentEvaluator; struct __pyx_obj_5_cdec_SparseVector; struct __pyx_obj_5_cdec_Hypergraph; @@ -405,6 +405,7 @@ struct __pyx_obj_5_cdec_Candidate; struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample; struct __pyx_obj_5_cdec_DenseVector; struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__; struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__; struct __pyx_opt_args_5_cdec_as_str; @@ -420,8 +421,8 @@ struct __pyx_opt_args_5_cdec_as_str { PyObject *error_msg; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87 - * del cs +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":109 + * return CandidateSet(self) * * cdef class Scorer: # <<<<<<<<<<<<<< * cdef string* name @@ -433,6 +434,21 @@ struct __pyx_obj_5_cdec_Scorer { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59 + * return result + * + * cdef class CandidateSet: # <<<<<<<<<<<<<< + * cdef shared_ptr[mteval.SegmentEvaluator]* scorer + * cdef mteval.EvaluationMetric* metric + */ +struct __pyx_obj_5_cdec_CandidateSet { + PyObject_HEAD + boost::shared_ptr *scorer; + EvaluationMetric *metric; + training::CandidateSet *cs; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":27 * return fmap * @@ -447,16 +463,15 @@ struct __pyx_obj_5_cdec_SufficientStats { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":43 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":55 * self.vector.set_value(fid, value) * * def __iter__(self): # <<<<<<<<<<<<<< * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) - * cdef str fname + * try: */ struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { PyObject_HEAD - PyObject *__pyx_v_fname; size_t __pyx_v_i; FastSparseVector::const_iterator *__pyx_v_it; struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self; @@ -465,8 +480,8 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":60 + * del derivations * * def kbest_features(self, size): # <<<<<<<<<<<<<< * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) @@ -485,8 +500,8 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":46 + * del derivations * * def kbest_tree(self, size): # <<<<<<<<<<<<<< * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) @@ -519,28 +534,8 @@ struct __pyx_obj_5_cdec_Decoder { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75 - * return sf - * - * def candidate_set(self, Hypergraph hypergraph, unsigned k): # <<<<<<<<<<<<<< - * cdef mteval.CandidateSet* cs = new mteval.CandidateSet() - * cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set { - PyObject_HEAD - struct __pyx_obj_5_cdec_Candidate *__pyx_v_candidate; - training::CandidateSet *__pyx_v_cs; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph; - unsigned int __pyx_v_i; - unsigned int __pyx_v_k; - struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self; - unsigned int __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59 - * return result +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 + * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) * * cdef class SegmentEvaluator: # <<<<<<<<<<<<<< * cdef shared_ptr[mteval.SegmentEvaluator]* scorer @@ -553,7 +548,7 @@ struct __pyx_obj_5_cdec_SegmentEvaluator { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":32 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":36 * return sparse * * cdef class SparseVector: # <<<<<<<<<<<<<< @@ -593,7 +588,7 @@ struct __pyx_obj_5_cdec_Lattice { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":18 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":22 * self.vector[0][fid] = value * * def __iter__(self): # <<<<<<<<<<<<<< @@ -643,8 +638,8 @@ struct __pyx_obj_5_cdec_Candidate { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75 + * del derivations * * def sample(self, unsigned n): # <<<<<<<<<<<<<< * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() @@ -666,7 +661,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample { * from cython.operator cimport preincrement as pinc * * cdef class DenseVector: # <<<<<<<<<<<<<< - * cdef vector[weight_t]* vector + * cdef vector[weight_t]* vector # Not owned by DenseVector * */ struct __pyx_obj_5_cdec_DenseVector { @@ -691,6 +686,22 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 + * return candidate + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":45 * return self.stats.size() * @@ -989,6 +1000,7 @@ static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; static PyTypeObject *__pyx_ptype_5_cdec_Lattice = 0; static PyTypeObject *__pyx_ptype_5_cdec_Candidate = 0; static PyTypeObject *__pyx_ptype_5_cdec_SufficientStats = 0; +static PyTypeObject *__pyx_ptype_5_cdec_CandidateSet = 0; static PyTypeObject *__pyx_ptype_5_cdec_SegmentEvaluator = 0; static PyTypeObject *__pyx_ptype_5_cdec_Scorer = 0; static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; @@ -1000,7 +1012,7 @@ static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5_sample = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8_candidate_set = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8___iter__ = 0; static char *__pyx_f_5_cdec_as_str(PyObject *, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args); /*proto*/ #define __Pyx_MODULE_NAME "_cdec" int __pyx_module_is_main__cdec = 0; @@ -1015,30 +1027,32 @@ static PyObject *__pyx_builtin_eval; static PyObject *__pyx_builtin_enumerate; static PyObject *__pyx_builtin_IndexError; static PyObject *__pyx_builtin_open; -static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static int __pyx_pf_5_cdec_11DenseVector_2__setitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_4__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_7dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_9tosparse(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector___getitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static int __pyx_pf_5_cdec_12SparseVector_2__setitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_4__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_7dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_9todense(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_11__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */ -static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_13__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_12SparseVector_15__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_17__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_19__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_21__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_11DenseVector___len__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_2__getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static int __pyx_pf_5_cdec_11DenseVector_4__setitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_6__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_9dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_11tosparse(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static void __pyx_pf_5_cdec_12SparseVector___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_2copy(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_4__getitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector_6__setitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_8__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_15__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector_17__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_19__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_21__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_23__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ #if PY_MAJOR_VERSION < 3 -static PyObject *__pyx_pf_5_cdec_12SparseVector_23__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_25__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ #endif -static PyObject *__pyx_pf_5_cdec_12SparseVector_25__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_27__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_29__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_27__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_29__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_31__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ #if PY_MAJOR_VERSION < 3 -static PyObject *__pyx_pf_5_cdec_12SparseVector_31__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_33__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ #endif static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ @@ -1071,12 +1085,19 @@ static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_ static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other); /* proto */ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_x, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_y); /* proto */ +static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_evaluator); /* proto */ +static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, unsigned int __pyx_v_k); /* proto */ +static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph, unsigned int __pyx_v_k); /* proto */ static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, PyObject *__pyx_v_sentence); /* proto */ -static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph, unsigned int __pyx_v_k); /* proto */ +static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, char *__pyx_v_name); /* proto */ -static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */ -static PyObject *__pyx_pf_5_cdec_6Scorer_4__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ +static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */ +static PyObject *__pyx_pf_5_cdec_6Scorer_6__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, char *__pyx_v_config); /* proto */ static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_cfg); /* proto */ @@ -1124,6 +1145,7 @@ static char __pyx_k__Exception[] = "Exception"; static char __pyx_k__TypeError[] = "TypeError"; static char __pyx_k____enter__[] = "__enter__"; static char __pyx_k__enumerate[] = "enumerate"; +static char __pyx_k__evaluator[] = "evaluator"; static char __pyx_k__IndexError[] = "IndexError"; static char __pyx_k__beam_alpha[] = "beam_alpha"; static char __pyx_k__hypergraph[] = "hypergraph"; @@ -1160,6 +1182,7 @@ static PyObject *__pyx_n_s__encode; static PyObject *__pyx_n_s__encoding; static PyObject *__pyx_n_s__enumerate; static PyObject *__pyx_n_s__eval; +static PyObject *__pyx_n_s__evaluator; static PyObject *__pyx_n_s__grammar; static PyObject *__pyx_n_s__hypergraph; static PyObject *__pyx_n_s__inp; @@ -1195,14 +1218,54 @@ static PyObject *__pyx_k_tuple_24; static PyObject *__pyx_k_tuple_25; /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_11DenseVector_1__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname); /*proto*/ -static PyObject *__pyx_pw_5_cdec_11DenseVector_1__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname) { +static Py_ssize_t __pyx_pw_5_cdec_11DenseVector_1__len__(PyObject *__pyx_v_self); /*proto*/ +static Py_ssize_t __pyx_pw_5_cdec_11DenseVector_1__len__(PyObject *__pyx_v_self) { + Py_ssize_t __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__len__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_11DenseVector___len__(((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":6 + * cdef vector[weight_t]* vector # Not owned by DenseVector + * + * def __len__(self): # <<<<<<<<<<<<<< + * return self.vector.size() + * + */ + +static Py_ssize_t __pyx_pf_5_cdec_11DenseVector___len__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self) { + Py_ssize_t __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__len__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":7 + * + * def __len__(self): + * return self.vector.size() # <<<<<<<<<<<<<< + * + * def __getitem__(self, char* fname): + */ + __pyx_r = __pyx_v_self->vector->size(); + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_11DenseVector_3__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname); /*proto*/ +static PyObject *__pyx_pw_5_cdec_11DenseVector_3__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname) { char *__pyx_v_fname; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0); assert(__pyx_arg_fname); { - __pyx_v_fname = PyBytes_AsString(__pyx_arg_fname); if (unlikely((!__pyx_v_fname) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fname = PyBytes_AsString(__pyx_arg_fname); if (unlikely((!__pyx_v_fname) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -1210,21 +1273,21 @@ static PyObject *__pyx_pw_5_cdec_11DenseVector_1__getitem__(PyObject *__pyx_v_se __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_11DenseVector___getitem__(((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_self), ((char *)__pyx_v_fname)); + __pyx_r = __pyx_pf_5_cdec_11DenseVector_2__getitem__(((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_self), ((char *)__pyx_v_fname)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":6 - * cdef vector[weight_t]* vector +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":9 + * return self.vector.size() * * def __getitem__(self, char* fname): # <<<<<<<<<<<<<< - * cdef unsigned fid = FDConvert(fname) - * if fid <= self.vector.size(): + * cdef int fid = FDConvert(fname) + * if 0 <= fid < self.vector.size(): */ -static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname) { - unsigned int __pyx_v_fid; +static PyObject *__pyx_pf_5_cdec_11DenseVector_2__getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname) { + int __pyx_v_fid; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; @@ -1235,34 +1298,37 @@ static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cd int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__getitem__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":7 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":10 * * def __getitem__(self, char* fname): - * cdef unsigned fid = FDConvert(fname) # <<<<<<<<<<<<<< - * if fid <= self.vector.size(): + * cdef int fid = FDConvert(fname) # <<<<<<<<<<<<<< + * if 0 <= fid < self.vector.size(): * return self.vector[0][fid] */ __pyx_v_fid = FD::Convert(__pyx_v_fname); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":8 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":11 * def __getitem__(self, char* fname): - * cdef unsigned fid = FDConvert(fname) - * if fid <= self.vector.size(): # <<<<<<<<<<<<<< + * cdef int fid = FDConvert(fname) + * if 0 <= fid < self.vector.size(): # <<<<<<<<<<<<<< * return self.vector[0][fid] * raise KeyError(fname) */ - __pyx_t_1 = (__pyx_v_fid <= __pyx_v_self->vector->size()); + __pyx_t_1 = (0 <= __pyx_v_fid); + if (__pyx_t_1) { + __pyx_t_1 = (__pyx_v_fid < __pyx_v_self->vector->size()); + } if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":9 - * cdef unsigned fid = FDConvert(fname) - * if fid <= self.vector.size(): + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":12 + * cdef int fid = FDConvert(fname) + * if 0 <= fid < self.vector.size(): * return self.vector[0][fid] # <<<<<<<<<<<<<< * raise KeyError(fname) * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = PyFloat_FromDouble(((__pyx_v_self->vector[0])[__pyx_v_fid])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyFloat_FromDouble(((__pyx_v_self->vector[0])[__pyx_v_fid])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -1271,26 +1337,26 @@ static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cd } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":10 - * if fid <= self.vector.size(): + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":13 + * if 0 <= fid < self.vector.size(): * return self.vector[0][fid] * raise KeyError(fname) # <<<<<<<<<<<<<< * * def __setitem__(self, char* fname, float value): */ - __pyx_t_2 = PyBytes_FromString(__pyx_v_fname); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyBytes_FromString(__pyx_v_fname); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_t_2)); __Pyx_GIVEREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(__pyx_builtin_KeyError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_builtin_KeyError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_2, 0, 0, 0); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; @@ -1306,18 +1372,18 @@ static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cd } /* Python wrapper */ -static int __pyx_pw_5_cdec_11DenseVector_3__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname, PyObject *__pyx_arg_value); /*proto*/ -static int __pyx_pw_5_cdec_11DenseVector_3__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname, PyObject *__pyx_arg_value) { +static int __pyx_pw_5_cdec_11DenseVector_5__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname, PyObject *__pyx_arg_value); /*proto*/ +static int __pyx_pw_5_cdec_11DenseVector_5__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname, PyObject *__pyx_arg_value) { char *__pyx_v_fname; float __pyx_v_value; int __pyx_r; __Pyx_RefNannyDeclarations 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"/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":19 + * if fid < 0: raise KeyError(fname) * if self.vector.size() <= fid: * self.vector.resize(fid + 1) # <<<<<<<<<<<<<< * self.vector[0][fid] = value * */ __pyx_v_self->vector->resize((__pyx_v_fid + 1)); - goto __pyx_L3; + goto __pyx_L4; } - __pyx_L3:; + __pyx_L4:; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":16 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":20 * if self.vector.size() <= fid: * self.vector.resize(fid + 1) * self.vector[0][fid] = value # <<<<<<<<<<<<<< @@ -1386,23 +1483,30 @@ static int __pyx_pf_5_cdec_11DenseVector_2__setitem__(struct __pyx_obj_5_cdec_De ((__pyx_v_self->vector[0])[__pyx_v_fid]) = __pyx_v_value; __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("_cdec.DenseVector.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; + __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } 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__Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":18 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":22 * self.vector[0][fid] = value * * def __iter__(self): # <<<<<<<<<<<<<< @@ -1410,7 +1514,7 @@ static PyObject *__pyx_pw_5_cdec_11DenseVector_5__iter__(PyObject *__pyx_v_self) * for fid in range(1, self.vector.size()): */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_4__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_11DenseVector_6__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self) { struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations @@ -1428,7 +1532,7 @@ static PyObject *__pyx_pf_5_cdec_11DenseVector_4__iter__(struct __pyx_obj_5_cdec __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_11DenseVector_6generator, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_11DenseVector_8generator, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -1446,7 +1550,7 @@ static PyObject *__pyx_pf_5_cdec_11DenseVector_4__iter__(struct __pyx_obj_5_cdec return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_11DenseVector_6generator(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_11DenseVector_8generator(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; @@ -1465,9 +1569,9 @@ static PyObject *__pyx_gb_5_cdec_11DenseVector_6generator(__pyx_GeneratorObject return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":20 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":24 * def __iter__(self): * cdef unsigned fid * for fid in range(1, self.vector.size()): # <<<<<<<<<<<<<< @@ -1478,18 +1582,18 @@ static PyObject *__pyx_gb_5_cdec_11DenseVector_6generator(__pyx_GeneratorObject for (__pyx_t_2 = 1; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_cur_scope->__pyx_v_fid = __pyx_t_2; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":21 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":25 * cdef unsigned fid * for fid in range(1, self.vector.size()): * yield FDConvert(fid).c_str(), self.vector[0][fid] # <<<<<<<<<<<<<< * * def dot(self, SparseVector other): */ - __pyx_t_3 = PyBytes_FromString(FD::Convert(__pyx_cur_scope->__pyx_v_fid).c_str()); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyBytes_FromString(FD::Convert(__pyx_cur_scope->__pyx_v_fid).c_str()); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); - __pyx_t_4 = PyFloat_FromDouble(((__pyx_cur_scope->__pyx_v_self->vector[0])[__pyx_cur_scope->__pyx_v_fid])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyFloat_FromDouble(((__pyx_cur_scope->__pyx_v_self->vector[0])[__pyx_cur_scope->__pyx_v_fid])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_3)); __Pyx_GIVEREF(((PyObject *)__pyx_t_3)); @@ -1509,7 +1613,7 @@ static PyObject *__pyx_gb_5_cdec_11DenseVector_6generator(__pyx_GeneratorObject __pyx_L6_resume_from_yield:; __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[1]; 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{__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_builtin_NotImplemented, ((PyObject *)__pyx_k_tuple_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_Raise(__pyx_t_1, 0, 0, 0); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; @@ -2312,17 +2521,17 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11__richcmp__(struct __pyx_obj_5 } /* Python wrapper */ -static Py_ssize_t __pyx_pw_5_cdec_12SparseVector_14__len__(PyObject *__pyx_v_self); /*proto*/ -static Py_ssize_t __pyx_pw_5_cdec_12SparseVector_14__len__(PyObject *__pyx_v_self) { +static Py_ssize_t 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((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other)); + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SparseVector, 1, "other", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = __pyx_pf_5_cdec_12SparseVector_19__iadd__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other)); goto __pyx_L0; __pyx_L1_error:; __pyx_r = NULL; @@ -2417,7 +2626,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_18__iadd__(PyObject *__pyx_v_sel return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":77 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":84 * return self.vector.nonzero(FDConvert(fname)) * * def __iadd__(SparseVector self, SparseVector other): # <<<<<<<<<<<<<< @@ -2425,12 +2634,12 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_18__iadd__(PyObject *__pyx_v_sel * return self */ -static PyObject 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__pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_5); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __pyx_r = __pyx_t_5; + __pyx_t_5 = 0; + __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; + __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L10_resume_from_yield:; + __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; + __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L5;} + } + __pyx_L8_break:; } - __pyx_L5_break:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":42 - * sentence = GetString(derivation._yield).c_str() - * yield sentence.decode('utf8') - * del derivations # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 + * yield sentence.decode('utf8') + * finally: + * del derivations # <<<<<<<<<<<<<< * * def kbest_tree(self, size): */ - delete __pyx_cur_scope->__pyx_v_derivations; + /*finally:*/ { + int __pyx_why; + PyObject *__pyx_exc_type, *__pyx_exc_value, *__pyx_exc_tb; + int __pyx_exc_lineno; + __pyx_exc_type = 0; __pyx_exc_value = 0; __pyx_exc_tb = 0; __pyx_exc_lineno = 0; + __pyx_why = 0; goto __pyx_L6; + __pyx_L5: { + __pyx_why = 4; + __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); + __pyx_exc_lineno = __pyx_lineno; + goto __pyx_L6; + } + __pyx_L6:; + delete __pyx_cur_scope->__pyx_v_derivations; + switch (__pyx_why) { + case 4: { + __Pyx_ErrRestore(__pyx_exc_type, __pyx_exc_value, __pyx_exc_tb); + __pyx_lineno = __pyx_exc_lineno; + __pyx_exc_type = 0; + __pyx_exc_value = 0; + __pyx_exc_tb = 0; + goto __pyx_L1_error; + } + } + } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; @@ -3610,8 +3854,8 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_14kbest_tree(PyObject *__pyx_v_sel return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":46 + * del derivations * * def kbest_tree(self, size): # <<<<<<<<<<<<<< * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) @@ -3639,7 +3883,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_tree(struct __pyx_obj_5_cd __Pyx_INCREF(__pyx_cur_scope->__pyx_v_size); __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_size); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_15generator3, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_15generator3, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -3670,110 +3914,146 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_15generator3(__pyx_GeneratorObject __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L7_resume_from_yield; + case 1: goto __pyx_L10_resume_from_yield; default: /* CPython raises the right error here */ __Pyx_RefNannyFinishContext(); return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":45 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":47 * * def kbest_tree(self, size): * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) # <<<<<<<<<<<<<< * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation * cdef str tree */ - __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_cur_scope->__pyx_v_derivations = new KBest::KBestDerivations,ETreeTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":49 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":51 * cdef str tree * cdef unsigned k - * for k in range(size): # <<<<<<<<<<<<<< - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * if not derivation: break + * try: # <<<<<<<<<<<<<< + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) */ - __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_2; __pyx_t_1+=1) { - __pyx_cur_scope->__pyx_v_k = __pyx_t_1; + /*try:*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":50 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":52 * cdef unsigned k - * for k in range(size): - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<< - * if not derivation: break - * tree = GetString(derivation._yield).c_str() - */ - __pyx_cur_scope->__pyx_v_derivation = __pyx_cur_scope->__pyx_v_derivations->LazyKthBest((__pyx_cur_scope->__pyx_v_self->hg->nodes_.size() - 1), __pyx_cur_scope->__pyx_v_k); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":51 - * for k in range(size): - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * if not derivation: break # <<<<<<<<<<<<<< - * tree = GetString(derivation._yield).c_str() - * yield tree.decode('utf8') - */ - __pyx_t_3 = (!(__pyx_cur_scope->__pyx_v_derivation != 0)); - if (__pyx_t_3) { - goto __pyx_L5_break; - goto __pyx_L6; - } - __pyx_L6:; + * try: + * for k in range(size): # <<<<<<<<<<<<<< + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + * if not derivation: break + */ + __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L5;} + for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_2; __pyx_t_1+=1) { + __pyx_cur_scope->__pyx_v_k = __pyx_t_1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":53 + * try: + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<< + * if not derivation: break + * tree = GetString(derivation._yield).c_str() + */ + __pyx_cur_scope->__pyx_v_derivation = __pyx_cur_scope->__pyx_v_derivations->LazyKthBest((__pyx_cur_scope->__pyx_v_self->hg->nodes_.size() - 1), __pyx_cur_scope->__pyx_v_k); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":54 + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + * if not derivation: break # <<<<<<<<<<<<<< + * tree = GetString(derivation._yield).c_str() + * yield tree.decode('utf8') + */ + __pyx_t_3 = (!(__pyx_cur_scope->__pyx_v_derivation != 0)); + if (__pyx_t_3) { + goto __pyx_L8_break; + goto __pyx_L9; + } + __pyx_L9:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":52 - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * if not derivation: break - * tree = GetString(derivation._yield).c_str() # <<<<<<<<<<<<<< - * yield tree.decode('utf8') - * del derivations + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":55 + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + * if not derivation: break + * tree = GetString(derivation._yield).c_str() # <<<<<<<<<<<<<< + * yield tree.decode('utf8') + * finally: */ - __pyx_t_4 = PyBytes_FromString(TD::GetString(__pyx_cur_scope->__pyx_v_derivation->yield).c_str()); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_4)); - if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_4)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_4))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_tree)); - __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_tree)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); - __pyx_cur_scope->__pyx_v_tree = ((PyObject*)__pyx_t_4); - __pyx_t_4 = 0; + __pyx_t_4 = PyBytes_FromString(TD::GetString(__pyx_cur_scope->__pyx_v_derivation->yield).c_str()); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(((PyObject *)__pyx_t_4)); + if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_4)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_4))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_tree)); + __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_tree)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); + __pyx_cur_scope->__pyx_v_tree = ((PyObject*)__pyx_t_4); + __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":53 - * if not derivation: break - * tree = GetString(derivation._yield).c_str() - * yield tree.decode('utf8') # <<<<<<<<<<<<<< - * del derivations - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 + * if not derivation: break + * tree = GetString(derivation._yield).c_str() + * yield tree.decode('utf8') # <<<<<<<<<<<<<< + * finally: + * del derivations */ - __pyx_t_4 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_tree), __pyx_n_s__decode); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_8), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_r = __pyx_t_5; - __pyx_t_5 = 0; - __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; - __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 1; - return __pyx_r; - __pyx_L7_resume_from_yield:; - __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; - __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_tree), __pyx_n_s__decode); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_4); + __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_8), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_5); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __pyx_r = __pyx_t_5; + __pyx_t_5 = 0; + __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; + __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L10_resume_from_yield:; + __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; + __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L5;} + } + __pyx_L8_break:; } - __pyx_L5_break:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":54 - * tree = GetString(derivation._yield).c_str() - * yield tree.decode('utf8') - * del derivations # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":58 + * yield tree.decode('utf8') + * finally: + * del derivations # <<<<<<<<<<<<<< * * def kbest_features(self, size): */ - delete __pyx_cur_scope->__pyx_v_derivations; + /*finally:*/ { + int __pyx_why; + PyObject *__pyx_exc_type, *__pyx_exc_value, *__pyx_exc_tb; + int __pyx_exc_lineno; + __pyx_exc_type = 0; __pyx_exc_value = 0; __pyx_exc_tb = 0; __pyx_exc_lineno = 0; + __pyx_why = 0; goto __pyx_L6; + __pyx_L5: { + __pyx_why = 4; + __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); + __pyx_exc_lineno = __pyx_lineno; + goto __pyx_L6; + } + __pyx_L6:; + delete __pyx_cur_scope->__pyx_v_derivations; + switch (__pyx_why) { + case 4: { + __Pyx_ErrRestore(__pyx_exc_type, __pyx_exc_value, __pyx_exc_tb); + __pyx_lineno = __pyx_exc_lineno; + __pyx_exc_type = 0; + __pyx_exc_value = 0; + __pyx_exc_tb = 0; + goto __pyx_L1_error; + } + } + } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; @@ -3799,8 +4079,8 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_17kbest_features(PyObject *__pyx_v return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":60 + * del derivations * * def kbest_features(self, size): # <<<<<<<<<<<<<< * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) @@ -3828,7 +4108,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_size); __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_size); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_18generator4, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_18generator4, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -3858,113 +4138,148 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L7_resume_from_yield; + case 1: goto __pyx_L10_resume_from_yield; default: /* CPython raises the right error here */ __Pyx_RefNannyFinishContext(); return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":57 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61 * * def kbest_features(self, size): * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) # <<<<<<<<<<<<<< * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation * cdef SparseVector fmap */ - __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_cur_scope->__pyx_v_derivations = new KBest::KBestDerivations,FeatureVectorTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":65 * cdef SparseVector fmap * cdef unsigned k - * for k in range(size): # <<<<<<<<<<<<<< - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * if not derivation: break + * try: # <<<<<<<<<<<<<< + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) */ - __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_2; __pyx_t_1+=1) { - __pyx_cur_scope->__pyx_v_k = __pyx_t_1; + /*try:*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":62 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":66 * cdef unsigned k - * for k in range(size): - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<< - * if not derivation: break - * fmap = SparseVector() - */ - __pyx_cur_scope->__pyx_v_derivation = __pyx_cur_scope->__pyx_v_derivations->LazyKthBest((__pyx_cur_scope->__pyx_v_self->hg->nodes_.size() - 1), __pyx_cur_scope->__pyx_v_k); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":63 - * for k in range(size): - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * if not derivation: break # <<<<<<<<<<<<<< - * fmap = SparseVector() - * fmap.vector = new FastSparseVector[weight_t](derivation._yield) - */ - __pyx_t_3 = (!(__pyx_cur_scope->__pyx_v_derivation != 0)); - if (__pyx_t_3) { - goto __pyx_L5_break; - goto __pyx_L6; - } - __pyx_L6:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":64 - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * if not derivation: break - * fmap = SparseVector() # <<<<<<<<<<<<<< - * fmap.vector = new FastSparseVector[weight_t](derivation._yield) - * yield fmap - */ - __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); - __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); - __Pyx_GIVEREF(__pyx_t_4); - __pyx_cur_scope->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_4); - __pyx_t_4 = 0; + * try: + * for k in range(size): # <<<<<<<<<<<<<< + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + * if not derivation: break + */ + __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L5;} + for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_2; __pyx_t_1+=1) { + __pyx_cur_scope->__pyx_v_k = __pyx_t_1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":67 + * try: + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<< + * if not derivation: break + * fmap = SparseVector() + */ + __pyx_cur_scope->__pyx_v_derivation = __pyx_cur_scope->__pyx_v_derivations->LazyKthBest((__pyx_cur_scope->__pyx_v_self->hg->nodes_.size() - 1), __pyx_cur_scope->__pyx_v_k); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":68 + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + * if not derivation: break # <<<<<<<<<<<<<< + * fmap = SparseVector() + * fmap.vector = new FastSparseVector[weight_t](derivation._yield) + */ + __pyx_t_3 = (!(__pyx_cur_scope->__pyx_v_derivation != 0)); + if (__pyx_t_3) { + goto __pyx_L8_break; + goto __pyx_L9; + } + __pyx_L9:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":65 - * if not derivation: break - * fmap = SparseVector() - * fmap.vector = new FastSparseVector[weight_t](derivation._yield) # <<<<<<<<<<<<<< - * yield fmap - * del derivations + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69 + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + * if not derivation: break + * fmap = SparseVector() # <<<<<<<<<<<<<< + * fmap.vector = new FastSparseVector[weight_t](derivation._yield) + * yield fmap */ - __pyx_cur_scope->__pyx_v_fmap->vector = new FastSparseVector(__pyx_cur_scope->__pyx_v_derivation->yield); + __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); + __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); + __Pyx_GIVEREF(__pyx_t_4); + __pyx_cur_scope->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_4); + __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":66 - * fmap = SparseVector() - * fmap.vector = new FastSparseVector[weight_t](derivation._yield) - * yield fmap # <<<<<<<<<<<<<< - * del derivations - * - */ - __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); - __pyx_r = ((PyObject *)__pyx_cur_scope->__pyx_v_fmap); - __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; - __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 1; - return __pyx_r; - 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__pyx_cur_scope->__pyx_t_1 = __pyx_t_2; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L10_resume_from_yield:; + __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; + __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L5;} + } + __pyx_L8_break:; } - __pyx_L5_break:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":67 - * fmap.vector = new FastSparseVector[weight_t](derivation._yield) - * yield fmap - * del derivations # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":73 + * yield fmap + * finally: + * del derivations # <<<<<<<<<<<<<< * * def sample(self, unsigned n): */ - delete __pyx_cur_scope->__pyx_v_derivations; + /*finally:*/ { + int __pyx_why; + PyObject *__pyx_exc_type, *__pyx_exc_value, *__pyx_exc_tb; + int __pyx_exc_lineno; + __pyx_exc_type = 0; __pyx_exc_value = 0; __pyx_exc_tb = 0; __pyx_exc_lineno = 0; + __pyx_why = 0; goto __pyx_L6; + __pyx_L5: { + __pyx_why = 4; + __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); + __pyx_exc_lineno = __pyx_lineno; + goto __pyx_L6; + } + __pyx_L6:; + delete __pyx_cur_scope->__pyx_v_derivations; + switch (__pyx_why) { + case 4: { + __Pyx_ErrRestore(__pyx_exc_type, __pyx_exc_value, __pyx_exc_tb); + __pyx_lineno = __pyx_exc_lineno; + __pyx_exc_type = 0; + __pyx_exc_value = 0; + __pyx_exc_tb = 0; + goto __pyx_L1_error; + } + } + } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; @@ -3986,7 +4301,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, P __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("sample (wrapper)", 0); assert(__pyx_arg_n); { - __pyx_v_n = __Pyx_PyInt_AsUnsignedInt(__pyx_arg_n); if (unlikely((__pyx_v_n == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_n = __Pyx_PyInt_AsUnsignedInt(__pyx_arg_n); if (unlikely((__pyx_v_n == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -3999,8 +4314,8 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, P return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75 + * del derivations * * def sample(self, unsigned n): # <<<<<<<<<<<<<< * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() @@ -4026,7 +4341,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_H __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __pyx_cur_scope->__pyx_v_n = __pyx_v_n; { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_21generator5, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_21generator5, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -4057,15 +4372,15 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L7_resume_from_yield; + case 1: goto __pyx_L10_resume_from_yield; default: /* CPython raises the right error here */ __Pyx_RefNannyFinishContext(); return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":70 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 * * def sample(self, unsigned n): * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() # <<<<<<<<<<<<<< @@ -4074,7 +4389,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject */ __pyx_cur_scope->__pyx_v_hypos = new std::vector(); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":71 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":77 * def sample(self, unsigned n): * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() * if self.rng == NULL: # <<<<<<<<<<<<<< @@ -4084,7 +4399,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject __pyx_t_1 = (__pyx_cur_scope->__pyx_v_self->rng == NULL); if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":72 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78 * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() * if self.rng == NULL: * self.rng = new MT19937() # <<<<<<<<<<<<<< @@ -4096,7 +4411,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject } __pyx_L4:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":73 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":79 * if self.rng == NULL: * self.rng = new MT19937() * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) # <<<<<<<<<<<<<< @@ -4105,68 +4420,104 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject */ HypergraphSampler::sample_hypotheses((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_cur_scope->__pyx_v_n, __pyx_cur_scope->__pyx_v_self->rng, __pyx_cur_scope->__pyx_v_hypos); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":82 * cdef str sentence * cdef unsigned k - * for k in range(hypos.size()): # <<<<<<<<<<<<<< - * sentence = GetString(hypos[0][k].words).c_str() - * yield sentence.decode('utf8') + * try: # <<<<<<<<<<<<<< + * for k in range(hypos.size()): + * sentence = GetString(hypos[0][k].words).c_str() */ - __pyx_t_2 = __pyx_cur_scope->__pyx_v_hypos->size(); - for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { - __pyx_cur_scope->__pyx_v_k = __pyx_t_3; + /*try:*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":77 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":83 * cdef unsigned k - * for k in range(hypos.size()): - * sentence = GetString(hypos[0][k].words).c_str() # <<<<<<<<<<<<<< - * yield sentence.decode('utf8') - * del hypos - */ - __pyx_t_4 = PyBytes_FromString(TD::GetString(((__pyx_cur_scope->__pyx_v_hypos[0])[__pyx_cur_scope->__pyx_v_k]).words).c_str()); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_4)); - if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_4)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_4))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); - __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); - __pyx_cur_scope->__pyx_v_sentence = ((PyObject*)__pyx_t_4); - __pyx_t_4 = 0; + * try: + * for k in range(hypos.size()): # <<<<<<<<<<<<<< + * sentence = GetString(hypos[0][k].words).c_str() + * yield sentence.decode('utf8') + */ + __pyx_t_2 = __pyx_cur_scope->__pyx_v_hypos->size(); + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_cur_scope->__pyx_v_k = __pyx_t_3; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":84 + * try: + * for k in range(hypos.size()): + * sentence = GetString(hypos[0][k].words).c_str() # <<<<<<<<<<<<<< + * yield sentence.decode('utf8') + * finally: + */ + __pyx_t_4 = PyBytes_FromString(TD::GetString(((__pyx_cur_scope->__pyx_v_hypos[0])[__pyx_cur_scope->__pyx_v_k]).words).c_str()); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} + __Pyx_GOTREF(((PyObject *)__pyx_t_4)); + if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_4)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_4))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} + __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); + __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); + __pyx_cur_scope->__pyx_v_sentence = ((PyObject*)__pyx_t_4); + __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78 - * for k in range(hypos.size()): - * sentence = GetString(hypos[0][k].words).c_str() - * yield sentence.decode('utf8') # <<<<<<<<<<<<<< - * del hypos - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":85 + * for k in range(hypos.size()): + * sentence = GetString(hypos[0][k].words).c_str() + * yield sentence.decode('utf8') # <<<<<<<<<<<<<< + * finally: + * del hypos */ - __pyx_t_4 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_sentence), __pyx_n_s__decode); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - 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goto __pyx_L6;} + __Pyx_GOTREF(__pyx_t_4); + __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_9), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;} + __Pyx_GOTREF(__pyx_t_5); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __pyx_r = __pyx_t_5; + __pyx_t_5 = 0; + __pyx_cur_scope->__pyx_t_0 = __pyx_t_2; + __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L10_resume_from_yield:; + __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; + __pyx_t_3 = __pyx_cur_scope->__pyx_t_1; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;} + } } - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":79 - * sentence = GetString(hypos[0][k].words).c_str() - * yield sentence.decode('utf8') - * del hypos # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":87 + * yield sentence.decode('utf8') + * finally: + * del hypos # <<<<<<<<<<<<<< * * # TODO richer k-best/sample output (feature vectors, trees?) */ - delete __pyx_cur_scope->__pyx_v_hypos; + /*finally:*/ { + int __pyx_why; + PyObject *__pyx_exc_type, *__pyx_exc_value, *__pyx_exc_tb; + int __pyx_exc_lineno; + __pyx_exc_type = 0; __pyx_exc_value = 0; __pyx_exc_tb = 0; __pyx_exc_lineno = 0; + __pyx_why = 0; goto __pyx_L7; + __pyx_L6: { + __pyx_why = 4; + __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); + __pyx_exc_lineno = __pyx_lineno; + goto __pyx_L7; + } + __pyx_L7:; + delete __pyx_cur_scope->__pyx_v_hypos; + switch (__pyx_why) { + case 4: { + __Pyx_ErrRestore(__pyx_exc_type, __pyx_exc_value, __pyx_exc_tb); + __pyx_lineno = __pyx_exc_lineno; + __pyx_exc_type = 0; + __pyx_exc_value = 0; + __pyx_exc_tb = 0; + goto __pyx_L1_error; + } + } + } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; @@ -4186,7 +4537,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("intersect (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_lat), __pyx_ptype_5_cdec_Lattice, 1, "lat", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_lat), __pyx_ptype_5_cdec_Lattice, 1, "lat", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_10Hypergraph_22intersect(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_lat)); goto __pyx_L0; __pyx_L1_error:; @@ -4196,7 +4547,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":83 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91 * # TODO richer k-best/sample output (feature vectors, trees?) * * def intersect(self, Lattice lat): # <<<<<<<<<<<<<< @@ -4213,7 +4564,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cde int __pyx_clineno = 0; __Pyx_RefNannySetupContext("intersect", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":84 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":92 * * def intersect(self, Lattice lat): * return hypergraph.Intersect(lat.lattice[0], self.hg) # <<<<<<<<<<<<<< @@ -4221,7 +4572,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cde * def prune(self, beam_alpha=0, density=0, **kwargs): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong(HG::Intersect((__pyx_v_lat->lattice[0]), __pyx_v_self->hg)); if (unlikely(!__pyx_t_1)) 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preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True */ - __pyx_t_1 = ((PyDict_Contains(((PyObject *)__pyx_v_kwargs), ((PyObject *)__pyx_n_s_10)))); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((PyDict_Contains(((PyObject *)__pyx_v_kwargs), ((PyObject *)__pyx_n_s_10)))); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":89 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":97 * cdef hypergraph.EdgeMask* preserve_mask = NULL * if 'csplit_preserve_full_word' in kwargs: * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) # <<<<<<<<<<<<<< @@ -4354,28 +4705,50 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hy */ __pyx_v_preserve_mask = new std::vector(__pyx_v_self->hg->edges_.size()); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":90 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":98 * if 'csplit_preserve_full_word' in kwargs: * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True # <<<<<<<<<<<<<< * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) - * + * if preserve_mask: */ ((__pyx_v_preserve_mask[0])[CompoundSplit::GetFullWordEdgeIndex((__pyx_v_self->hg[0]))]) = 1; goto __pyx_L3; } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":99 * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) # <<<<<<<<<<<<<< + * if preserve_mask: + * del preserve_mask + */ + __pyx_t_2 = __pyx_PyFloat_AsDouble(__pyx_v_beam_alpha); if (unlikely((__pyx_t_2 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_PyFloat_AsDouble(__pyx_v_density); if (unlikely((__pyx_t_3 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->hg->PruneInsideOutside(__pyx_t_2, __pyx_t_3, __pyx_v_preserve_mask, 0, 1.0, 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":100 + * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True + * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) + * if preserve_mask: # <<<<<<<<<<<<<< + * del preserve_mask + * + */ + __pyx_t_1 = (__pyx_v_preserve_mask != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":101 + * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) + * if preserve_mask: + * del preserve_mask # <<<<<<<<<<<<<< * * def lattice(self): # TODO direct hg -> lattice conversion in cdec */ - __pyx_t_2 = __pyx_PyFloat_AsDouble(__pyx_v_beam_alpha); if (unlikely((__pyx_t_2 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_3 = __pyx_PyFloat_AsDouble(__pyx_v_density); if (unlikely((__pyx_t_3 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_self->hg->PruneInsideOutside(__pyx_t_2, __pyx_t_3, __pyx_v_preserve_mask, 0, 1.0, 0); + delete __pyx_v_preserve_mask; + goto __pyx_L4; + } + __pyx_L4:; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; @@ -4399,8 +4772,8 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_27lattice(PyObject *__pyx_v_self, return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":93 - * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":103 + * del preserve_mask * * def lattice(self): # TODO direct hg -> lattice conversion in cdec # <<<<<<<<<<<<<< * cdef str plf = hypergraph.AsPLF(self.hg[0], True).c_str() @@ -4419,20 +4792,20 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_ int __pyx_clineno = 0; __Pyx_RefNannySetupContext("lattice", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":94 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":104 * * def lattice(self): # TODO direct hg -> lattice conversion in cdec * cdef str plf = hypergraph.AsPLF(self.hg[0], True).c_str() # <<<<<<<<<<<<<< * return Lattice(eval(plf)) * */ - __pyx_t_1 = PyBytes_FromString(HypergraphIO::AsPLF((__pyx_v_self->hg[0]), 1).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; 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__pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Scorer.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -6843,7 +7529,7 @@ static int __pyx_pw_5_cdec_6Scorer_1__cinit__(PyObject *__pyx_v_self, PyObject * return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112 * cdef string* name * * def __cinit__(self, char* name): # <<<<<<<<<<<<<< @@ -6856,12 +7542,12 @@ static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__p 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__Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); + __pyx_pf_5_cdec_6Scorer_2__dealloc__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 + * self.name = new string(name) + * + * def __dealloc__(self): # <<<<<<<<<<<<<< + * del self.name + * + */ + +static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Scorer *__pyx_v_self) { + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__dealloc__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 + * + * def __dealloc__(self): + * del self.name # <<<<<<<<<<<<<< + * + * def __call__(self, refs): + */ + delete __pyx_v_self->name; + + __Pyx_RefNannyFinishContext(); +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ +static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_refs = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__refs,0}; PyObject *__pyx_r = 0; @@ -6896,7 +7615,7 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_3__call__(PyObject *__pyx_v_self, PyObj else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__call__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__call__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; @@ -6907,26 +7626,26 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_3__call__(PyObject *__pyx_v_self, PyObj } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__call__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__call__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Scorer.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_6Scorer_2__call__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self), __pyx_v_refs); + __pyx_r = __pyx_pf_5_cdec_6Scorer_4__call__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self), __pyx_v_refs); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":93 - * self.name = new string(name) +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":118 + * del 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{__pyx_filename = __pyx_f[4]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_INCREF(__pyx_v_refs); PyList_SET_ITEM(__pyx_t_1, 0, __pyx_v_refs); @@ -6998,7 +7717,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":97 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":122 * if isinstance(refs, unicode) or isinstance(refs, str): * refs = [refs] * cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]() # <<<<<<<<<<<<<< @@ -7007,7 +7726,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_refsv = new std::vector >(); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":100 + /* 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__pyx_t_8 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":103 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":128 * refv = new vector[WordID]() * ConvertSentence(string(as_str(ref.strip())), refv) * refsv.push_back(refv[0]) # <<<<<<<<<<<<<< @@ -7077,7 +7796,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_refsv->push_back((__pyx_v_refv[0])); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":104 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":129 * ConvertSentence(string(as_str(ref.strip())), refv) * refsv.push_back(refv[0]) * del refv # <<<<<<<<<<<<<< @@ -7088,19 +7807,19 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score } __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":106 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":131 * del refv * cdef unsigned i * cdef SegmentEvaluator evaluator = SegmentEvaluator() # <<<<<<<<<<<<<< * evaluator.metric = metric * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SegmentEvaluator)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SegmentEvaluator)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_evaluator = ((struct __pyx_obj_5_cdec_SegmentEvaluator *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":107 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":132 * cdef unsigned i * cdef SegmentEvaluator evaluator = SegmentEvaluator() * evaluator.metric = metric 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delete but store in SegmentEvaluator # <<<<<<<<<<<<<< @@ -7127,7 +7846,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score */ delete __pyx_v_refsv; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":110 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":135 * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) * del refsv # in theory should not delete but store in SegmentEvaluator * return evaluator # <<<<<<<<<<<<<< @@ -7157,17 +7876,17 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_6Scorer_5__str__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_6Scorer_5__str__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_6Scorer_7__str__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_6Scorer_7__str__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__str__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_6Scorer_4__str__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_6Scorer_6__str__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":137 * return evaluator * * def __str__(self): # <<<<<<<<<<<<<< @@ -7175,7 +7894,7 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_5__str__(PyObject *__pyx_v_self) { * */ -static PyObject *__pyx_pf_5_cdec_6Scorer_4__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_6Scorer_6__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; @@ -7184,7 +7903,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__str__(struct __pyx_obj_5_cdec_Scorer int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__str__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":113 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":138 * * def __str__(self): * return self.name.c_str() # <<<<<<<<<<<<<< @@ -7192,7 +7911,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__str__(struct __pyx_obj_5_cdec_Scorer * BLEU = Scorer('IBM_BLEU') */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(__pyx_v_self->name->c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyBytes_FromString(__pyx_v_self->name->c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); __pyx_r = ((PyObject *)__pyx_t_1); __pyx_t_1 = 0; @@ -8129,7 +8848,7 @@ static PyObject *__pyx_sq_item_5_cdec_DenseVector(PyObject *o, Py_ssize_t i) { static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, PyObject *v) { if (v) { - return __pyx_pw_5_cdec_11DenseVector_3__setitem__(o, i, v); + return __pyx_pw_5_cdec_11DenseVector_5__setitem__(o, i, v); } else { PyErr_Format(PyExc_NotImplementedError, @@ -8139,8 +8858,8 @@ static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, P } static PyMethodDef __pyx_methods_5_cdec_DenseVector[] = { - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_8dot, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_10tosparse, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_10dot, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_12tosparse, METH_NOARGS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; @@ -8203,7 +8922,7 @@ static PyNumberMethods __pyx_tp_as_number_DenseVector = { }; static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { - 0, /*sq_length*/ + __pyx_pw_5_cdec_11DenseVector_1__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ __pyx_sq_item_5_cdec_DenseVector, /*sq_item*/ @@ -8216,8 +8935,8 @@ static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { }; static PyMappingMethods __pyx_tp_as_mapping_DenseVector = { - 0, /*mp_length*/ - __pyx_pw_5_cdec_11DenseVector_1__getitem__, /*mp_subscript*/ + __pyx_pw_5_cdec_11DenseVector_1__len__, /*mp_length*/ + __pyx_pw_5_cdec_11DenseVector_3__getitem__, /*mp_subscript*/ __pyx_mp_ass_subscript_5_cdec_DenseVector, /*mp_ass_subscript*/ }; @@ -8272,7 +8991,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_11DenseVector_5__iter__, /*tp_iter*/ + __pyx_pw_5_cdec_11DenseVector_7__iter__, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_5_cdec_DenseVector, /*tp_methods*/ 0, /*tp_members*/ @@ -8305,6 +9024,15 @@ static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, } static void __pyx_tp_dealloc_5_cdec_SparseVector(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_12SparseVector_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } (*Py_TYPE(o)->tp_free)(o); } static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { @@ -8317,7 +9045,7 @@ static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) { if (v) { - return __pyx_pw_5_cdec_12SparseVector_3__setitem__(o, i, v); + return __pyx_pw_5_cdec_12SparseVector_7__setitem__(o, i, v); } else { PyErr_Format(PyExc_NotImplementedError, @@ -8327,17 +9055,17 @@ static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, } static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = { - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_8dot, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("todense"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_10todense, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_3copy, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_12dot, METH_O, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; static PyNumberMethods __pyx_tp_as_number_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_26__add__, /*nb_add*/ - __pyx_pw_5_cdec_12SparseVector_28__sub__, /*nb_subtract*/ - __pyx_pw_5_cdec_12SparseVector_30__mul__, /*nb_multiply*/ + __pyx_pw_5_cdec_12SparseVector_28__add__, /*nb_add*/ + __pyx_pw_5_cdec_12SparseVector_30__sub__, /*nb_subtract*/ + __pyx_pw_5_cdec_12SparseVector_32__mul__, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_32__div__, /*nb_divide*/ + __pyx_pw_5_cdec_12SparseVector_34__div__, /*nb_divide*/ #endif 0, /*nb_remainder*/ 0, /*nb_divmod*/ @@ -8368,11 +9096,11 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - __pyx_pw_5_cdec_12SparseVector_18__iadd__, /*nb_inplace_add*/ - __pyx_pw_5_cdec_12SparseVector_20__isub__, /*nb_inplace_subtract*/ - __pyx_pw_5_cdec_12SparseVector_22__imul__, /*nb_inplace_multiply*/ + __pyx_pw_5_cdec_12SparseVector_20__iadd__, /*nb_inplace_add*/ + __pyx_pw_5_cdec_12SparseVector_22__isub__, /*nb_inplace_subtract*/ + __pyx_pw_5_cdec_12SparseVector_24__imul__, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_24__idiv__, /*nb_inplace_divide*/ + __pyx_pw_5_cdec_12SparseVector_26__idiv__, /*nb_inplace_divide*/ #endif 0, /*nb_inplace_remainder*/ 0, /*nb_inplace_power*/ @@ -8391,21 +9119,21 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { }; static PySequenceMethods __pyx_tp_as_sequence_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_14__len__, /*sq_length*/ + __pyx_pw_5_cdec_12SparseVector_16__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ __pyx_sq_item_5_cdec_SparseVector, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ - __pyx_pw_5_cdec_12SparseVector_16__contains__, /*sq_contains*/ + __pyx_pw_5_cdec_12SparseVector_18__contains__, /*sq_contains*/ 0, /*sq_inplace_concat*/ 0, /*sq_inplace_repeat*/ }; static PyMappingMethods __pyx_tp_as_mapping_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_14__len__, /*mp_length*/ - __pyx_pw_5_cdec_12SparseVector_1__getitem__, /*mp_subscript*/ + __pyx_pw_5_cdec_12SparseVector_16__len__, /*mp_length*/ + __pyx_pw_5_cdec_12SparseVector_5__getitem__, /*mp_subscript*/ __pyx_mp_ass_subscript_5_cdec_SparseVector, /*mp_ass_subscript*/ }; @@ -8458,9 +9186,9 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ - __pyx_pw_5_cdec_12SparseVector_12__richcmp__, /*tp_richcompare*/ + __pyx_pw_5_cdec_12SparseVector_14__richcmp__, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_12SparseVector_5__iter__, /*tp_iter*/ + __pyx_pw_5_cdec_12SparseVector_9__iter__, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_5_cdec_SparseVector, /*tp_methods*/ 0, /*tp_members*/ @@ -9258,6 +9986,194 @@ static PyTypeObject __pyx_type_5_cdec_SufficientStats = { #endif }; +static PyObject *__pyx_tp_new_5_cdec_CandidateSet(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + if (__pyx_pw_5_cdec_12CandidateSet_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_5_cdec_CandidateSet(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_5_cdec_CandidateSet(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyMethodDef __pyx_methods_5_cdec_CandidateSet[] = { + {__Pyx_NAMESTR("add_kbest"), (PyCFunction)__pyx_pw_5_cdec_12CandidateSet_12add_kbest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_CandidateSet = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_CandidateSet, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*mp_length*/ + __pyx_pw_5_cdec_12CandidateSet_7__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_CandidateSet = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_CandidateSet = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.CandidateSet"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_CandidateSet), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_CandidateSet, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_CandidateSet, /*tp_as_number*/ + &__pyx_tp_as_sequence_CandidateSet, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_CandidateSet, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_CandidateSet, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_12CandidateSet_9__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_CandidateSet, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_CandidateSet, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -9279,7 +10195,7 @@ static void __pyx_tp_dealloc_5_cdec_SegmentEvaluator(PyObject *o) { static PyMethodDef __pyx_methods_5_cdec_SegmentEvaluator[] = { {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_NOARGS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; @@ -9447,6 +10363,15 @@ static PyObject *__pyx_tp_new_5_cdec_Scorer(PyTypeObject *t, PyObject *a, PyObje } static void __pyx_tp_dealloc_5_cdec_Scorer(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_6Scorer_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } (*Py_TYPE(o)->tp_free)(o); } @@ -9571,8 +10496,8 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { &__pyx_tp_as_sequence_Scorer, /*tp_as_sequence*/ &__pyx_tp_as_mapping_Scorer, /*tp_as_mapping*/ 0, /*tp_hash*/ - __pyx_pw_5_cdec_6Scorer_3__call__, /*tp_call*/ - __pyx_pw_5_cdec_6Scorer_5__str__, /*tp_str*/ + __pyx_pw_5_cdec_6Scorer_5__call__, /*tp_call*/ + __pyx_pw_5_cdec_6Scorer_7__str__, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ &__pyx_tp_as_buffer_Scorer, /*tp_as_buffer*/ @@ -10027,14 +10952,12 @@ static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); - p->__pyx_v_fname = 0; p->__pyx_v_self = 0; return o; } static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_fname)); Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } @@ -10042,9 +10965,6 @@ static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { int e; struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; - if (p->__pyx_v_fname) { - e = (*v)(p->__pyx_v_fname, a); if (e) return e; - } if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } @@ -10054,9 +10974,6 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, v static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_fname); - p->__pyx_v_fname = ((PyObject*)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); @@ -11439,60 +12356,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_candidate_set(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o); - p->__pyx_v_candidate = 0; - p->__pyx_v_hypergraph = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_candidate_set(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_candidate)); - Py_XDECREF(((PyObject *)p->__pyx_v_hypergraph)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_candidate_set(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o; - if (p->__pyx_v_candidate) { - e = (*v)(((PyObject*)p->__pyx_v_candidate), a); if (e) return e; - } - if (p->__pyx_v_hypergraph) { - e = (*v)(((PyObject*)p->__pyx_v_hypergraph), a); if (e) return e; - } + struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8_candidate_set(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_candidate); - p->__pyx_v_candidate = ((struct __pyx_obj_5_cdec_Candidate *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_hypergraph); - p->__pyx_v_hypergraph = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SegmentEvaluator *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_CandidateSet *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8_candidate_set[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_candidate_set = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11550,7 +12451,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_candidate_set = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_candidate_set = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -11563,13 +12464,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_candidate_set 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8_candidate_set = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_candidate_set = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11590,12 +12491,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_candidate_set = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_candidate_set = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8_candidate_set"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11605,24 +12506,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_candidate_set = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_8_candidate_set, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_8_candidate_set, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_8_candidate_set, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_8___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_8___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_8___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_8_candidate_set, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_8___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_8___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_8___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_8___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -11632,7 +12533,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_candidate_set = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_8___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11696,6 +12597,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__encoding, __pyx_k__encoding, sizeof(__pyx_k__encoding), 0, 0, 1, 1}, {&__pyx_n_s__enumerate, 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__Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_KeyError = __Pyx_GetName(__pyx_b, __pyx_n_s__KeyError); if (!__pyx_builtin_KeyError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_enumerate = __Pyx_GetName(__pyx_b, __pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_IndexError = 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_7 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_7); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); PyTuple_SET_ITEM(__pyx_k_tuple_7, 0, ((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_7)); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":53 - * if not derivation: break - * tree = GetString(derivation._yield).c_str() - * yield tree.decode('utf8') # <<<<<<<<<<<<<< - * del derivations - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 + * if not derivation: break + * tree = GetString(derivation._yield).c_str() + * yield tree.decode('utf8') # <<<<<<<<<<<<<< + * finally: + * del derivations */ - __pyx_k_tuple_8 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_8 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_8); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); PyTuple_SET_ITEM(__pyx_k_tuple_8, 0, ((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_8)); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78 - * for k in range(hypos.size()): - * sentence = GetString(hypos[0][k].words).c_str() - * yield sentence.decode('utf8') # <<<<<<<<<<<<<< - * del hypos - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":85 + * for k in range(hypos.size()): + * sentence = GetString(hypos[0][k].words).c_str() + * yield sentence.decode('utf8') # <<<<<<<<<<<<<< + * finally: + * del hypos */ - __pyx_k_tuple_9 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_9 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_9); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); PyTuple_SET_ITEM(__pyx_k_tuple_9, 0, ((PyObject *)__pyx_n_s__utf8)); @@ -11947,25 +12849,25 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_22)); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":140 * return self.name.c_str() * * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') */ - __pyx_k_tuple_24 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_24)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_24 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_24)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_24); __Pyx_INCREF(((PyObject *)__pyx_n_s__IBM_BLEU)); PyTuple_SET_ITEM(__pyx_k_tuple_24, 0, ((PyObject *)__pyx_n_s__IBM_BLEU)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__IBM_BLEU)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_24)); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":141 * * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< */ - __pyx_k_tuple_25 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_25)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_25 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_25)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_25); __Pyx_INCREF(((PyObject *)__pyx_n_s__TER)); PyTuple_SET_ITEM(__pyx_k_tuple_25, 0, ((PyObject *)__pyx_n_s__TER)); @@ -12057,8 +12959,8 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_DenseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "DenseVector", (PyObject *)&__pyx_type_5_cdec_DenseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_DenseVector = &__pyx_type_5_cdec_DenseVector; - if (PyType_Ready(&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "SparseVector", (PyObject *)&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SparseVector", (PyObject *)&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SparseVector = &__pyx_type_5_cdec_SparseVector; if (PyType_Ready(&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Hypergraph", (PyObject *)&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -12072,57 +12974,60 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "SufficientStats", (PyObject *)&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SufficientStats = &__pyx_type_5_cdec_SufficientStats; - if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "CandidateSet", (PyObject *)&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_CandidateSet = &__pyx_type_5_cdec_CandidateSet; + if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SegmentEvaluator = &__pyx_type_5_cdec_SegmentEvaluator; - if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Scorer = &__pyx_type_5_cdec_Scorer; if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Decoder = &__pyx_type_5_cdec_Decoder; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct____iter__ = &__pyx_type_5_cdec___pyx_scope_struct____iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_1___iter__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_2_kbest) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = &__pyx_type_5_cdec___pyx_scope_struct_2_kbest; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = &__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = &__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_5_sample = &__pyx_type_5_cdec___pyx_scope_struct_5_sample; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_6___iter__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_7___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_candidate_set) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_8_candidate_set = &__pyx_type_5_cdec___pyx_scope_struct_8_candidate_set; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_8___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_8___iter__; /*--- Type import code ---*/ /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":140 * return self.name.c_str() * * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_24), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_24), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":141 * * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_25), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_25), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "_cdec.pyx":11 diff --git a/python/src/hypergraph.pxi b/python/src/hypergraph.pxi index ce78b729..9d09722e 100644 --- a/python/src/hypergraph.pxi +++ b/python/src/hypergraph.pxi @@ -32,39 +32,45 @@ cdef class Hypergraph: def kbest(self, size): cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size) cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation - cdef str sentence + cdef bytes sentence cdef unsigned k - for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - sentence = GetString(derivation._yield).c_str() - yield sentence.decode('utf8') - del derivations + try: + for k in range(size): + derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not derivation: break + sentence = GetString(derivation._yield).c_str() + yield sentence.decode('utf8') + finally: + del derivations def kbest_tree(self, size): cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation cdef str tree cdef unsigned k - for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - tree = GetString(derivation._yield).c_str() - yield tree.decode('utf8') - del derivations + try: + for k in range(size): + derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not derivation: break + tree = GetString(derivation._yield).c_str() + yield tree.decode('utf8') + finally: + del derivations def kbest_features(self, size): cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation cdef SparseVector fmap cdef unsigned k - for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - fmap = SparseVector() - fmap.vector = new FastSparseVector[weight_t](derivation._yield) - yield fmap - del derivations + try: + for k in range(size): + derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not derivation: break + fmap = SparseVector() + fmap.vector = new FastSparseVector[weight_t](derivation._yield) + yield fmap + finally: + del derivations def sample(self, unsigned n): cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() @@ -73,10 +79,12 @@ cdef class Hypergraph: hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) cdef str sentence cdef unsigned k - for k in range(hypos.size()): - sentence = GetString(hypos[0][k].words).c_str() - yield sentence.decode('utf8') - del hypos + try: + for k in range(hypos.size()): + sentence = GetString(hypos[0][k].words).c_str() + yield sentence.decode('utf8') + finally: + del hypos # TODO richer k-best/sample output (feature vectors, trees?) @@ -89,6 +97,8 @@ cdef class Hypergraph: preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) + if preserve_mask: + del preserve_mask def lattice(self): # TODO direct hg -> lattice conversion in cdec cdef str plf = hypergraph.AsPLF(self.hg[0], True).c_str() diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi index dabdf927..9afb6fe1 100644 --- a/python/src/mteval.pxi +++ b/python/src/mteval.pxi @@ -56,6 +56,37 @@ cdef class SufficientStats: result.metric = x.metric return result +cdef class CandidateSet: + cdef shared_ptr[mteval.SegmentEvaluator]* scorer + cdef mteval.EvaluationMetric* metric + cdef mteval.CandidateSet* cs + + def __cinit__(self, SegmentEvaluator evaluator): + self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) + self.metric = evaluator.metric + self.cs = new mteval.CandidateSet() + + def __dealloc__(self): + del self.scorer + del self.cs + + def __len__(self): + return self.cs.size() + + def __getitem__(self, unsigned k): + cdef Candidate candidate = Candidate() + candidate.candidate = &self.cs[0][k] + candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) + return candidate + + def __iter__(self): + cdef unsigned i + for i in range(len(self)): + yield self[i] + + def add_kbest(self, Hypergraph hypergraph, unsigned k): + self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) + cdef class SegmentEvaluator: cdef shared_ptr[mteval.SegmentEvaluator]* scorer cdef mteval.EvaluationMetric* metric @@ -72,23 +103,17 @@ cdef class SegmentEvaluator: self.scorer.get().Evaluate(hyp, sf.stats) return sf - def candidate_set(self, Hypergraph hypergraph, unsigned k): - cdef mteval.CandidateSet* cs = new mteval.CandidateSet() - cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) - cdef Candidate candidate - cdef unsigned i - for i in range(cs.size()): - candidate = Candidate() - candidate.candidate = &cs[0][i] - candidate.score = self.metric.ComputeScore(cs[0][i].eval_feats) - yield candidate - del cs + def candidate_set(self): + return CandidateSet(self) cdef class Scorer: cdef string* name def __cinit__(self, char* name): self.name = new string(name) + + def __dealloc__(self): + del self.name def __call__(self, refs): cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0]) diff --git a/python/src/vectors.pxi b/python/src/vectors.pxi index 233c9530..fc0c365f 100644 --- a/python/src/vectors.pxi +++ b/python/src/vectors.pxi @@ -1,16 +1,20 @@ from cython.operator cimport preincrement as pinc cdef class DenseVector: - cdef vector[weight_t]* vector + cdef vector[weight_t]* vector # Not owned by DenseVector + + def __len__(self): + return self.vector.size() def __getitem__(self, char* fname): - cdef unsigned fid = FDConvert(fname) - if fid <= self.vector.size(): + cdef int fid = FDConvert(fname) + if 0 <= fid < self.vector.size(): return self.vector[0][fid] raise KeyError(fname) def __setitem__(self, char* fname, float value): - cdef unsigned fid = FDConvert(fname) + cdef int fid = FDConvert(fname) + if fid < 0: raise KeyError(fname) if self.vector.size() <= fid: self.vector.resize(fid + 1) self.vector[0][fid] = value @@ -32,21 +36,30 @@ cdef class DenseVector: cdef class SparseVector: cdef FastSparseVector[weight_t]* vector + def __dealloc__(self): + del self.vector + + def copy(self): + return self * 1 + def __getitem__(self, char* fname): - cdef unsigned fid = FDConvert(fname) + cdef int fid = FDConvert(fname) + if fid < 0: raise KeyError(fname) return self.vector.value(fid) def __setitem__(self, char* fname, float value): - cdef unsigned fid = FDConvert(fname) + cdef int fid = FDConvert(fname) + if fid < 0: raise KeyError(fname) self.vector.set_value(fid, value) def __iter__(self): cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) - cdef str fname - for i in range(self.vector.size()): - fname = FDConvert(it[0].ptr().first).c_str() - yield (fname, it[0].ptr().second) - pinc(it[0]) + try: + for i in range(self.vector.size()): + yield (FDConvert(it[0].ptr().first).c_str(), it[0].ptr().second) + pinc(it[0]) # ++it + finally: + del it def dot(self, other): if isinstance(other, DenseVector): @@ -54,12 +67,6 @@ cdef class SparseVector: elif isinstance(other, SparseVector): return self.vector.dot(( other).vector[0]) raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) - - def todense(self): - cdef DenseVector dense = DenseVector() - dense.vector = new vector[weight_t]() - self.vector.init_vector(dense.vector) - return dense def __richcmp__(SparseVector x, SparseVector y, int op): if op == 2: # == diff --git a/python/test.py b/python/test.py index b3900eef..8069aa0a 100644 --- a/python/test.py +++ b/python/test.py @@ -60,3 +60,6 @@ print forest.viterbi_source_tree() # Compare 1best and reference feature vectors fref = forest.viterbi_features() print dict(fsrc - fref) + +# Prune hypergraph +forest.prune(density=100) diff --git a/training/candidate_set.cc b/training/candidate_set.cc index 8c086ece..087efec3 100644 --- a/training/candidate_set.cc +++ b/training/candidate_set.cc @@ -4,6 +4,7 @@ #include +#include "verbose.h" #include "ns.h" #include "filelib.h" #include "wordid.h" @@ -118,7 +119,7 @@ void CandidateSet::WriteToFile(const string& file) const { } void CandidateSet::ReadFromFile(const string& file) { - cerr << "Reading candidates from " << file << endl; + if(!SILENT) cerr << "Reading candidates from " << file << endl; ReadFile rf(file); istream& in = *rf.stream(); string cand; @@ -133,11 +134,11 @@ void CandidateSet::ReadFromFile(const string& file) { ParseSparseVector(feats, 0, &cs.back().fmap); cs.back().eval_feats = SufficientStats(ss); } - cerr << " read " << cs.size() << " candidates\n"; + if(!SILENT) cerr << " read " << cs.size() << " candidates\n"; } void CandidateSet::Dedup() { - cerr << "Dedup in=" << cs.size(); + if(!SILENT) cerr << "Dedup in=" << cs.size(); tr1::unordered_set u; while(cs.size() > 0) { u.insert(cs.back()); @@ -148,7 +149,7 @@ void CandidateSet::Dedup() { cs.push_back(*it); it = u.erase(it); } - cerr << " out=" << cs.size() << endl; + if(!SILENT) cerr << " out=" << cs.size() << endl; } void CandidateSet::AddKBestCandidates(const Hypergraph& hg, size_t kbest_size, const SegmentEvaluator* scorer) { -- cgit v1.2.3 From 32a8d92affae91094f2348b73dd26be800e10abd Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Thu, 5 Jul 2012 14:33:14 -0400 Subject: Fix for pow(double, double) + [python] check bounds for candidate set --- dtrain/score.cc | 8 +- python/src/_cdec.cpp | 304 +++++++++++++++++++++++++++++--------------------- python/src/mteval.pxi | 4 +- 3 files changed, 184 insertions(+), 132 deletions(-) diff --git a/dtrain/score.cc b/dtrain/score.cc index 4a7cac6e..34fc86a9 100644 --- a/dtrain/score.cc +++ b/dtrain/score.cc @@ -103,7 +103,7 @@ SmoothBleuScorer::Score(vector& hyp, vector& ref, i_bleu[j] += (1/((score_t)j+1)) * i_ng; } } - sum += exp(i_bleu[i])/(pow(2.0, N_-i)); + sum += exp(i_bleu[i])/pow(2.0, (double)(N_-i)); } return brevity_penalty(hyp_len, ref_len) * sum; } @@ -126,7 +126,7 @@ SumBleuScorer::Score(vector& hyp, vector& ref, unsigned j = 1; for (unsigned i = 0; i < M; i++) { if (counts.sum_[i] == 0 || counts.clipped_[i] == 0) break; - sum += ((score_t)counts.clipped_[i]/counts.sum_[i])/pow(2., N_-j+1); + sum += ((score_t)counts.clipped_[i]/counts.sum_[i])/pow(2.0, (double) (N_-j+1)); j++; } return brevity_penalty(hyp_len, ref_len) * sum; @@ -150,7 +150,7 @@ SumExpBleuScorer::Score(vector& hyp, vector& ref, unsigned j = 1; for (unsigned i = 0; i < M; i++) { if (counts.sum_[i] == 0 || counts.clipped_[i] == 0) break; - sum += exp(((score_t)counts.clipped_[i]/counts.sum_[i]))/pow(2., N_-j+1); + sum += exp(((score_t)counts.clipped_[i]/counts.sum_[i]))/pow(2.0, (double) (N_-j+1)); j++; } return brevity_penalty(hyp_len, ref_len) * sum; @@ -178,7 +178,7 @@ SumWhateverBleuScorer::Score(vector& hyp, vector& ref, unsigned j = 1; for (unsigned i = 0; i < M; i++) { if (counts.sum_[i] == 0 || counts.clipped_[i] == 0) break; - sum += exp(v[i] * log(((score_t)counts.clipped_[i]/counts.sum_[i])))/pow(2., N_-j+1); + sum += exp(v[i] * log(((score_t)counts.clipped_[i]/counts.sum_[i])))/pow(2.0, (double) (N_-j+1)); j++; } return brevity_penalty(hyp_len, ref_len) * sum; diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index bc522b32..948d99b6 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Mon Jul 2 17:01:11 2012 */ +/* Generated by Cython 0.16 on Thu Jul 5 13:43:06 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -421,7 +421,7 @@ struct __pyx_opt_args_5_cdec_as_str { PyObject *error_msg; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":109 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":111 * return CandidateSet(self) * * cdef class Scorer: # <<<<<<<<<<<<<< @@ -534,7 +534,7 @@ struct __pyx_obj_5_cdec_Decoder { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":92 * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) * * cdef class SegmentEvaluator: # <<<<<<<<<<<<<< @@ -686,7 +686,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":84 * return candidate * * def __iter__(self): # <<<<<<<<<<<<<< @@ -1088,7 +1088,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(struct __pyx_obj_5_c static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_evaluator); /* proto */ static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, unsigned int __pyx_v_k); /* proto */ +static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, int __pyx_v_k); /* proto */ static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph, unsigned int __pyx_v_k); /* proto */ static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ @@ -1112,7 +1112,8 @@ static char __pyx_k_11[] = "cannot reweight hypergraph with %s"; static char __pyx_k_13[] = "Cannot create lattice from %s"; static char __pyx_k_14[] = "lattice index out of range"; static char __pyx_k_19[] = "Cannot convert type %s to str"; -static char __pyx_k_23[] = "Cannot translate input type %s"; +static char __pyx_k_21[] = "candidate set index out of range"; +static char __pyx_k_25[] = "Cannot translate input type %s"; static char __pyx_k__k[] = "k"; static char __pyx_k__TER[] = "TER"; static char __pyx_k__dot[] = "dot"; @@ -1158,7 +1159,8 @@ static PyObject *__pyx_kp_s_13; static PyObject *__pyx_kp_s_14; static PyObject *__pyx_kp_s_19; static PyObject *__pyx_kp_s_2; -static PyObject *__pyx_kp_s_23; +static PyObject *__pyx_kp_s_21; +static PyObject *__pyx_kp_s_25; static PyObject *__pyx_n_s__BLEU; static PyObject *__pyx_n_s__Exception; static PyObject *__pyx_n_s__IBM_BLEU; @@ -1212,10 +1214,11 @@ static PyObject *__pyx_k_tuple_16; static PyObject *__pyx_k_tuple_17; static PyObject *__pyx_k_tuple_18; static PyObject *__pyx_k_tuple_20; -static PyObject *__pyx_k_tuple_21; static PyObject *__pyx_k_tuple_22; +static PyObject *__pyx_k_tuple_23; static PyObject *__pyx_k_tuple_24; -static PyObject *__pyx_k_tuple_25; +static PyObject *__pyx_k_tuple_26; +static PyObject *__pyx_k_tuple_27; /* Python wrapper */ static Py_ssize_t __pyx_pw_5_cdec_11DenseVector_1__len__(PyObject *__pyx_v_self); /*proto*/ @@ -6958,7 +6961,7 @@ static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cde * def __len__(self): * return self.cs.size() # <<<<<<<<<<<<<< * - * def __getitem__(self, unsigned k): + * def __getitem__(self,int k): */ __pyx_r = __pyx_v_self->cs->size(); goto __pyx_L0; @@ -6972,12 +6975,12 @@ static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cde /* Python wrapper */ static PyObject *__pyx_pw_5_cdec_12CandidateSet_7__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_k); /*proto*/ static PyObject *__pyx_pw_5_cdec_12CandidateSet_7__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_k) { - unsigned int __pyx_v_k; + int __pyx_v_k; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0); assert(__pyx_arg_k); { - __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(__pyx_arg_k); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_k = __Pyx_PyInt_AsInt(__pyx_arg_k); if (unlikely((__pyx_v_k == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -6985,7 +6988,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_7__getitem__(PyObject *__pyx_v_s __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_12CandidateSet_6__getitem__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), ((unsigned int)__pyx_v_k)); + __pyx_r = __pyx_pf_5_cdec_12CandidateSet_6__getitem__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), ((int)__pyx_v_k)); __Pyx_RefNannyFinishContext(); return __pyx_r; } @@ -6993,16 +6996,18 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_7__getitem__(PyObject *__pyx_v_s /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":76 * return self.cs.size() * - * def __getitem__(self, unsigned k): # <<<<<<<<<<<<<< - * cdef Candidate candidate = Candidate() - * candidate.candidate = &self.cs[0][k] + * def __getitem__(self,int k): # <<<<<<<<<<<<<< + * if not 0 <= k < self.cs.size(): + * raise IndexError('candidate set index out of range') */ -static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, unsigned int __pyx_v_k) { +static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, int __pyx_v_k) { struct __pyx_obj_5_cdec_Candidate *__pyx_v_candidate = 0; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; + int __pyx_t_1; + int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; @@ -7010,18 +7015,48 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":77 * - * def __getitem__(self, unsigned k): + * def __getitem__(self,int k): + * if not 0 <= k < self.cs.size(): # <<<<<<<<<<<<<< + * raise IndexError('candidate set index out of range') + * cdef Candidate candidate = Candidate() + */ + __pyx_t_1 = (0 <= __pyx_v_k); + if (__pyx_t_1) { + __pyx_t_1 = (__pyx_v_k < __pyx_v_self->cs->size()); + } + __pyx_t_2 = (!__pyx_t_1); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":78 + * def __getitem__(self,int k): + * if not 0 <= k < self.cs.size(): + * raise IndexError('candidate set index out of range') # <<<<<<<<<<<<<< + * cdef Candidate candidate = Candidate() + * candidate.candidate = &self.cs[0][k] + */ + __pyx_t_3 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_22), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_Raise(__pyx_t_3, 0, 0, 0); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + {__pyx_filename = __pyx_f[4]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":79 + * if not 0 <= k < self.cs.size(): + * raise IndexError('candidate set index out of range') * cdef Candidate candidate = Candidate() # <<<<<<<<<<<<<< * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Candidate)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_candidate = ((struct __pyx_obj_5_cdec_Candidate *)__pyx_t_1); - __pyx_t_1 = 0; + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Candidate)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_v_candidate = ((struct __pyx_obj_5_cdec_Candidate *)__pyx_t_3); + __pyx_t_3 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":78 - * def __getitem__(self, unsigned k): + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80 + * raise IndexError('candidate set index out of range') * cdef Candidate candidate = Candidate() * candidate.candidate = &self.cs[0][k] # <<<<<<<<<<<<<< * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) @@ -7029,7 +7064,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ */ __pyx_v_candidate->candidate = (&((__pyx_v_self->cs[0])[__pyx_v_k])); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":79 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":81 * cdef Candidate candidate = Candidate() * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) # <<<<<<<<<<<<<< @@ -7038,7 +7073,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ */ __pyx_v_candidate->score = __pyx_v_self->metric->ComputeScore(((__pyx_v_self->cs[0])[__pyx_v_k]).eval_feats); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) * return candidate # <<<<<<<<<<<<<< @@ -7053,7 +7088,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_3); __Pyx_AddTraceback("_cdec.CandidateSet.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; @@ -7075,7 +7110,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_9__iter__(PyObject *__pyx_v_self return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":84 * return candidate * * def __iter__(self): # <<<<<<<<<<<<<< @@ -7101,7 +7136,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cde __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator8, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator8, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -7136,27 +7171,27 @@ static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator8(__pyx_GeneratorObje return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":84 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":86 * def __iter__(self): * cdef unsigned i * for i in range(len(self)): # <<<<<<<<<<<<<< * yield self[i] * */ - __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_cur_scope->__pyx_v_i = __pyx_t_2; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87 * cdef unsigned i * for i in range(len(self)): * yield self[i] # <<<<<<<<<<<<<< * * def add_kbest(self, Hypergraph hypergraph, unsigned k): */ - __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_r = __pyx_t_3; __pyx_t_3 = 0; @@ -7170,7 +7205,7 @@ static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator8(__pyx_GeneratorObje __pyx_L6_resume_from_yield:; __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; @@ -7214,11 +7249,11 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__k); if (likely(values[1])) kw_args--; else { - 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__pyx_v_hypergraph = ((struct __pyx_obj_5_cdec_Hypergraph *)values[0]); - __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(values[1]); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(values[1]); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.CandidateSet.add_kbest", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_12CandidateSet_11add_kbest(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_hypergraph, __pyx_v_k); goto __pyx_L0; __pyx_L1_error:; @@ -7247,7 +7282,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":89 * yield self[i] * * def add_kbest(self, Hypergraph hypergraph, unsigned k): # <<<<<<<<<<<<<< @@ -7260,7 +7295,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_c __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("add_kbest", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":88 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 * * def add_kbest(self, Hypergraph hypergraph, unsigned k): * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) # <<<<<<<<<<<<<< @@ -7284,7 +7319,7 @@ static void __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(PyObject *__pyx_v_se __Pyx_RefNannyFinishContext(); } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":94 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":96 * cdef mteval.EvaluationMetric* metric * * def __dealloc__(self): # <<<<<<<<<<<<<< @@ -7296,7 +7331,7 @@ static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __Pyx_RefNannyDeclarations 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(unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_CandidateSet)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __pyx_r = __pyx_t_2; @@ -7507,18 +7542,18 @@ static int __pyx_pw_5_cdec_6Scorer_1__cinit__(PyObject *__pyx_v_self, PyObject * else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; } else { values[0] = PyTuple_GET_ITEM(__pyx_args, 0); } - __pyx_v_name = PyBytes_AsString(values[0]); if (unlikely((!__pyx_v_name) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_name = PyBytes_AsString(values[0]); if (unlikely((!__pyx_v_name) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Scorer.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -7529,7 +7564,7 @@ static int __pyx_pw_5_cdec_6Scorer_1__cinit__(PyObject *__pyx_v_self, PyObject * return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":114 * cdef string* name * * def __cinit__(self, char* name): # <<<<<<<<<<<<<< @@ -7542,7 +7577,7 @@ static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__p __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":113 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 * * def __cinit__(self, char* name): * self.name = new string(name) # <<<<<<<<<<<<<< @@ -7565,7 +7600,7 @@ static void __pyx_pw_5_cdec_6Scorer_3__dealloc__(PyObject *__pyx_v_self) { __Pyx_RefNannyFinishContext(); } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":117 * self.name = new string(name) * * def __dealloc__(self): # <<<<<<<<<<<<<< @@ -7577,7 +7612,7 @@ static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_ __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":118 * * def __dealloc__(self): * del self.name # <<<<<<<<<<<<<< @@ -7615,7 +7650,7 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObj else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__call__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__call__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; @@ -7626,7 +7661,7 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObj } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__call__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__call__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Scorer.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -7637,7 +7672,7 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObj return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":118 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":120 * del self.name * * def __call__(self, refs): # <<<<<<<<<<<<<< @@ -7667,7 +7702,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score __Pyx_RefNannySetupContext("__call__", 0); __Pyx_INCREF(__pyx_v_refs); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":119 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":121 * * def __call__(self, refs): * cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0]) # <<<<<<<<<<<<<< @@ -7676,7 +7711,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_metric = EvaluationMetric::Instance((__pyx_v_self->name[0])); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":120 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":122 * def __call__(self, refs): * cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0]) * if isinstance(refs, unicode) or isinstance(refs, str): # <<<<<<<<<<<<<< @@ -7698,14 +7733,14 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score } if (__pyx_t_4) { - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":121 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":123 * cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0]) * if isinstance(refs, unicode) or isinstance(refs, str): * refs = [refs] # <<<<<<<<<<<<<< * cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]() * cdef vector[WordID]* refv */ - __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_INCREF(__pyx_v_refs); PyList_SET_ITEM(__pyx_t_1, 0, 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= 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":126 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":128 * cdef bytes ref_str * for ref in refs: * refv = new vector[WordID]() # <<<<<<<<<<<<<< @@ -7772,22 +7807,22 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_refv = new std::vector(); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":127 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":129 * for ref in refs: * refv = new vector[WordID]() * ConvertSentence(string(as_str(ref.strip())), refv) # <<<<<<<<<<<<<< * refsv.push_back(refv[0]) * del refv */ - __pyx_t_7 = PyObject_GetAttr(__pyx_v_ref, __pyx_n_s__strip); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyObject_GetAttr(__pyx_v_ref, __pyx_n_s__strip); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); - __pyx_t_8 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; TD::ConvertSentence(std::string(__pyx_f_5_cdec_as_str(__pyx_t_8, NULL)), __pyx_v_refv); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":128 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":130 * refv = new vector[WordID]() * ConvertSentence(string(as_str(ref.strip())), refv) * refsv.push_back(refv[0]) # <<<<<<<<<<<<<< @@ -7796,7 +7831,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_refsv->push_back((__pyx_v_refv[0])); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":129 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":131 * ConvertSentence(string(as_str(ref.strip())), refv) * refsv.push_back(refv[0]) * del refv # <<<<<<<<<<<<<< @@ -7807,19 +7842,19 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score } __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":131 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":133 * del refv * cdef unsigned i * cdef SegmentEvaluator evaluator = SegmentEvaluator() # <<<<<<<<<<<<<< * evaluator.metric = metric * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SegmentEvaluator)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SegmentEvaluator)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_evaluator = ((struct __pyx_obj_5_cdec_SegmentEvaluator *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":132 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":134 * cdef unsigned i * cdef SegmentEvaluator evaluator = SegmentEvaluator() * evaluator.metric = metric # <<<<<<<<<<<<<< @@ -7828,7 +7863,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_evaluator->metric = __pyx_v_metric; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":133 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":135 * cdef SegmentEvaluator evaluator = SegmentEvaluator() * evaluator.metric = 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1, Py_None); __Pyx_GIVEREF(Py_None); __Pyx_INCREF(Py_None); - PyTuple_SET_ITEM(__pyx_k_tuple_21, 2, Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_23, 2, Py_None); __Pyx_GIVEREF(Py_None); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_21)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_23)); /* "_cdec.pyx":38 * def translate(self, sentence, grammar=None): @@ -12842,37 +12892,37 @@ static int __Pyx_InitCachedConstants(void) { * elif isinstance(sentence, str): * inp = sentence.strip() */ - __pyx_k_tuple_22 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_22); + __pyx_k_tuple_24 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_24)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_24); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_k_tuple_22, 0, ((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_k_tuple_24, 0, ((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_22)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_24)); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":140 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":142 * return self.name.c_str() * * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') */ - __pyx_k_tuple_24 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_24)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_24); + __pyx_k_tuple_26 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_26)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_26); __Pyx_INCREF(((PyObject *)__pyx_n_s__IBM_BLEU)); - PyTuple_SET_ITEM(__pyx_k_tuple_24, 0, ((PyObject *)__pyx_n_s__IBM_BLEU)); + PyTuple_SET_ITEM(__pyx_k_tuple_26, 0, ((PyObject *)__pyx_n_s__IBM_BLEU)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__IBM_BLEU)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_24)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_26)); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":141 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":143 * * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< */ - __pyx_k_tuple_25 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_25)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_25); + __pyx_k_tuple_27 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_27)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_27); __Pyx_INCREF(((PyObject *)__pyx_n_s__TER)); - PyTuple_SET_ITEM(__pyx_k_tuple_25, 0, ((PyObject *)__pyx_n_s__TER)); + PyTuple_SET_ITEM(__pyx_k_tuple_27, 0, ((PyObject *)__pyx_n_s__TER)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__TER)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_25)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_27)); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -12977,11 +13027,11 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "CandidateSet", (PyObject *)&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_CandidateSet = &__pyx_type_5_cdec_CandidateSet; - if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SegmentEvaluator = &__pyx_type_5_cdec_SegmentEvaluator; - if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Scorer = &__pyx_type_5_cdec_Scorer; if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -13002,32 +13052,32 @@ PyMODINIT_FUNC PyInit__cdec(void) __pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_6___iter__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_7___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_8___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_8___iter__; /*--- Type import code ---*/ /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":140 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":142 * return self.name.c_str() * * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_24), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_26), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":141 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":143 * * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_25), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_27), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "_cdec.pyx":11 diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi index 9afb6fe1..67a29f6f 100644 --- a/python/src/mteval.pxi +++ b/python/src/mteval.pxi @@ -73,7 +73,9 @@ cdef class CandidateSet: def __len__(self): return self.cs.size() - def __getitem__(self, unsigned k): + def __getitem__(self,int k): + if not 0 <= k < self.cs.size(): + raise IndexError('candidate set index out of range') cdef Candidate candidate = Candidate() candidate.candidate = &self.cs[0][k] candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) -- cgit v1.2.3 From 757f56e391bd2e1d7442ab38fc98aff00d064d38 Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Thu, 5 Jul 2012 16:53:26 -0400 Subject: [python] Add convenience methods --- python/src/_cdec.cpp | 4730 ++++++++++++++++++++++++++++++++++-------------- python/src/_cdec.pyx | 18 +- python/src/lattice.pxi | 12 + python/src/mteval.pxi | 17 +- python/src/vectors.pxi | 6 + 5 files changed, 3388 insertions(+), 1395 deletions(-) diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 948d99b6..3a127ba9 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Thu Jul 5 13:43:06 2012 */ +/* Generated by Cython 0.16 on Thu Jul 5 16:20:15 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -402,11 +402,13 @@ struct __pyx_obj_5_cdec_Lattice; struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest; struct __pyx_obj_5_cdec_Candidate; +struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines; struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample; struct __pyx_obj_5_cdec_DenseVector; struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot; struct __pyx_opt_args_5_cdec_as_str; /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":3 @@ -421,7 +423,7 @@ struct __pyx_opt_args_5_cdec_as_str { PyObject *error_msg; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":111 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":122 * return CandidateSet(self) * * cdef class Scorer: # <<<<<<<<<<<<<< @@ -434,7 +436,7 @@ struct __pyx_obj_5_cdec_Scorer { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70 * return result * * cdef class CandidateSet: # <<<<<<<<<<<<<< @@ -449,7 +451,7 @@ struct __pyx_obj_5_cdec_CandidateSet { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":27 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":36 * return fmap * * cdef class SufficientStats: # <<<<<<<<<<<<<< @@ -525,7 +527,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree { * * cdef class Decoder: # <<<<<<<<<<<<<< * cdef decoder.Decoder* dec - * cdef public DenseVector weights + * cdef DenseVector weights */ struct __pyx_obj_5_cdec_Decoder { PyObject_HEAD @@ -534,7 +536,7 @@ struct __pyx_obj_5_cdec_Decoder { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":92 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":103 * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) * * cdef class SegmentEvaluator: # <<<<<<<<<<<<<< @@ -624,8 +626,8 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":13 - * return ret +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":22 + * return stats * * cdef class Candidate: # <<<<<<<<<<<<<< * cdef mteval.Candidate* candidate @@ -638,6 +640,29 @@ struct __pyx_obj_5_cdec_Candidate { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":59 + * + * def todot(self): + * def lines(): # <<<<<<<<<<<<<< + * yield 'digraph lattice {' + * yield 'rankdir = LR;' + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *__pyx_outer_scope; + PyObject *__pyx_v_delta; + PyObject *__pyx_v_i; + PyObject *__pyx_v_label; + PyObject *__pyx_v_weight; + Py_ssize_t __pyx_t_0; + PyObject *__pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); + PyObject *__pyx_t_3; + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75 * del derivations * @@ -686,14 +711,31 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":84 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":54 + * return self.stats.size() + * + * def __iter__(self): # <<<<<<<<<<<<<< + * for i in range(len(self)): + * yield self.stats[0][i] + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ { + PyObject_HEAD + PyObject *__pyx_v_i; + struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self; + Py_ssize_t __pyx_t_0; + PyObject *__pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":95 * return candidate * * def __iter__(self): # <<<<<<<<<<<<<< * cdef unsigned i * for i in range(len(self)): */ -struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ { PyObject_HEAD unsigned int __pyx_v_i; struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self; @@ -702,20 +744,16 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":45 - * return self.stats.size() +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 + * del self.lattice * - * def __iter__(self): # <<<<<<<<<<<<<< - * for i in range(len(self)): - * yield self.stats[0][i] + * def todot(self): # <<<<<<<<<<<<<< + * def lines(): + * yield 'digraph lattice {' */ -struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot { PyObject_HEAD - PyObject *__pyx_v_i; - struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self; - Py_ssize_t __pyx_t_0; - PyObject *__pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); + struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; }; #ifndef CYTHON_REFNANNY @@ -878,6 +916,8 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i) return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); } +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); + static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ #define __Pyx_PyObject_AsDouble(obj) \ ((likely(PyFloat_CheckExact(obj))) ? \ @@ -895,6 +935,48 @@ static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *na static PyObject* __Pyx_Globals(void); /*proto*/ +#define __Pyx_CyFunction_USED 1 +#include +#define __Pyx_CYFUNCTION_STATICMETHOD 0x01 +#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 +#define __Pyx_CYFUNCTION_CCLASS 0x04 +#define __Pyx_CyFunction_GetClosure(f) \ + (((__pyx_CyFunctionObject *) (f))->func_closure) +#define __Pyx_CyFunction_GetClassObj(f) \ + (((__pyx_CyFunctionObject *) (f))->func_classobj) +#define __Pyx_CyFunction_Defaults(type, f) \ + ((type *)(((__pyx_CyFunctionObject *) (f))->defaults)) +#define __Pyx_CyFunction_SetDefaultsGetter(f, g) \ + ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g) +typedef struct { + PyCFunctionObject func; + int flags; + PyObject *func_dict; + PyObject *func_weakreflist; + PyObject *func_name; + PyObject *func_doc; + PyObject *func_code; + PyObject *func_closure; + PyObject *func_classobj; /* No-args super() class cell */ + void *defaults; + int defaults_pyobjects; + PyObject *defaults_tuple; /* Const defaults tuple */ + PyObject *(*defaults_getter)(PyObject *); +} __pyx_CyFunctionObject; +static PyTypeObject *__pyx_CyFunctionType = 0; +#define __Pyx_CyFunction_NewEx(ml, flags, self, module, code) \ + __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, self, module, code) +static PyObject *__Pyx_CyFunction_New(PyTypeObject *, + PyMethodDef *ml, int flags, + PyObject *self, PyObject *module, + PyObject* code); +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m, + size_t size, + int pyobjects); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, + PyObject *tuple); +static int __Pyx_CyFunction_init(void); + static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); @@ -1011,9 +1093,12 @@ static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5_sample = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7_todot = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8_lines = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_9___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_10___iter__ = 0; static char *__pyx_f_5_cdec_as_str(PyObject *, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args); /*proto*/ +static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject *, PyObject *); /*proto*/ #define __Pyx_MODULE_NAME "_cdec" int __pyx_module_is_main__cdec = 0; @@ -1042,17 +1127,18 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */ static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_15__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_12SparseVector_17__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_19__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_21__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_23__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_19__neg__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_21__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_23__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_25__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ #if PY_MAJOR_VERSION < 3 -static PyObject *__pyx_pf_5_cdec_12SparseVector_25__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_27__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ #endif -static PyObject *__pyx_pf_5_cdec_12SparseVector_27__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_29__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_31__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_29__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_31__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_33__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ #if PY_MAJOR_VERSION < 3 -static PyObject *__pyx_pf_5_cdec_12SparseVector_33__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_35__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ #endif static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ @@ -1074,6 +1160,8 @@ static Py_ssize_t __pyx_pf_5_cdec_7Lattice_6__len__(struct __pyx_obj_5_cdec_Latt static PyObject *__pyx_pf_5_cdec_7Lattice_8__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ static void __pyx_pf_5_cdec_7Lattice_13__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_5todot_lines(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_15todot(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_9Candidate_4fmap___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_9Candidate_5score___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ @@ -1084,7 +1172,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_6detail___get__(struct __pyx_ static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_x, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_evaluator); /* proto */ static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ @@ -1100,20 +1188,31 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score static PyObject *__pyx_pf_5_cdec_6Scorer_6__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, char *__pyx_v_config); /* proto */ static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_cfg); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_sentence, PyObject *__pyx_v_grammar); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_5_cdec_7Decoder_7weights_4__del__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ static char __pyx_k_1[] = "cannot take the dot product of %s and SparseVector"; static char __pyx_k_2[] = "comparison not implemented for SparseVector"; static char __pyx_k_10[] = "csplit_preserve_full_word"; static char __pyx_k_11[] = "cannot reweight hypergraph with %s"; static char __pyx_k_13[] = "Cannot create lattice from %s"; static char __pyx_k_14[] = "lattice index out of range"; -static char __pyx_k_19[] = "Cannot convert type %s to str"; -static char __pyx_k_21[] = "candidate set index out of range"; -static char __pyx_k_25[] = "Cannot translate input type %s"; +static char __pyx_k_19[] = "digraph lattice {"; + static char __pyx_k_20[] = "rankdir = LR;"; + static char __pyx_k_21[] = "node [shape=circle];"; + static char __pyx_k_22[] = "%d -> %d [label=\"%s\"];"; + static char __pyx_k_23[] = "\""; + static char __pyx_k_24[] = "\\\""; + static char __pyx_k_26[] = "%d [shape=doublecircle]"; +static char __pyx_k_27[] = "}"; +static char __pyx_k_30[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi"; +static char __pyx_k_31[] = "\n"; +static char __pyx_k_33[] = "Cannot convert type %s to str"; +static char __pyx_k_35[] = "candidate set index out of range"; +static char __pyx_k_37[] = "cannot initialize weights with %s"; +static char __pyx_k_40[] = "Cannot translate input type %s"; +static char __pyx_k__i[] = "i"; static char __pyx_k__k[] = "k"; static char __pyx_k__TER[] = "TER"; static char __pyx_k__dot[] = "dot"; @@ -1121,20 +1220,27 @@ static char __pyx_k__inp[] = "inp"; static char __pyx_k__plf[] = "plf"; static char __pyx_k__BLEU[] = "BLEU"; static char __pyx_k__eval[] = "eval"; +static char __pyx_k__join[] = "join"; static char __pyx_k__name[] = "name"; static char __pyx_k__open[] = "open"; static char __pyx_k__refs[] = "refs"; static char __pyx_k__self[] = "self"; static char __pyx_k__utf8[] = "utf8"; static char __pyx_k___cdec[] = "_cdec"; +static char __pyx_k__delta[] = "delta"; +static char __pyx_k__items[] = "items"; +static char __pyx_k__label[] = "label"; +static char __pyx_k__lines[] = "lines"; static char __pyx_k__range[] = "range"; static char __pyx_k__split[] = "split"; static char __pyx_k__strip[] = "strip"; static char __pyx_k__config[] = "config"; static char __pyx_k__decode[] = "decode"; static char __pyx_k__encode[] = "encode"; +static char __pyx_k__weight[] = "weight"; static char __pyx_k__density[] = "density"; static char __pyx_k__grammar[] = "grammar"; +static char __pyx_k__replace[] = "replace"; static char __pyx_k__IBM_BLEU[] = "IBM_BLEU"; static char __pyx_k__KeyError[] = "KeyError"; static char __pyx_k____exit__[] = "__exit__"; @@ -1159,8 +1265,19 @@ static PyObject *__pyx_kp_s_13; static PyObject *__pyx_kp_s_14; static PyObject *__pyx_kp_s_19; static PyObject *__pyx_kp_s_2; +static PyObject *__pyx_kp_s_20; static PyObject *__pyx_kp_s_21; -static PyObject *__pyx_kp_s_25; +static PyObject *__pyx_kp_s_22; +static PyObject *__pyx_kp_s_23; +static PyObject *__pyx_kp_s_24; +static PyObject *__pyx_kp_s_26; +static PyObject *__pyx_kp_s_27; +static PyObject *__pyx_kp_s_30; +static PyObject *__pyx_kp_s_31; +static PyObject *__pyx_kp_s_33; +static PyObject *__pyx_kp_s_35; +static PyObject *__pyx_kp_s_37; +static PyObject *__pyx_kp_s_40; static PyObject *__pyx_n_s__BLEU; static PyObject *__pyx_n_s__Exception; static PyObject *__pyx_n_s__IBM_BLEU; @@ -1178,6 +1295,7 @@ static PyObject *__pyx_n_s___cdec; static PyObject *__pyx_n_s__beam_alpha; static PyObject *__pyx_n_s__config; static PyObject *__pyx_n_s__decode; +static PyObject *__pyx_n_s__delta; static PyObject *__pyx_n_s__density; static PyObject *__pyx_n_s__dot; static PyObject *__pyx_n_s__encode; @@ -1187,18 +1305,25 @@ static PyObject *__pyx_n_s__eval; static PyObject *__pyx_n_s__evaluator; static PyObject *__pyx_n_s__grammar; static PyObject *__pyx_n_s__hypergraph; +static PyObject *__pyx_n_s__i; static PyObject *__pyx_n_s__inp; +static PyObject *__pyx_n_s__items; +static PyObject *__pyx_n_s__join; static PyObject *__pyx_n_s__k; +static PyObject *__pyx_n_s__label; +static PyObject *__pyx_n_s__lines; static PyObject *__pyx_n_s__name; static PyObject *__pyx_n_s__open; static PyObject *__pyx_n_s__plf; static PyObject *__pyx_n_s__range; static PyObject *__pyx_n_s__refs; +static PyObject *__pyx_n_s__replace; static PyObject *__pyx_n_s__self; static PyObject *__pyx_n_s__sentence; static PyObject *__pyx_n_s__split; static PyObject *__pyx_n_s__strip; static PyObject *__pyx_n_s__utf8; +static PyObject *__pyx_n_s__weight; static PyObject *__pyx_int_0; static PyObject *__pyx_int_1; static PyObject *__pyx_k_tuple_3; @@ -1213,12 +1338,16 @@ static PyObject *__pyx_k_tuple_15; static PyObject *__pyx_k_tuple_16; static PyObject *__pyx_k_tuple_17; static PyObject *__pyx_k_tuple_18; -static PyObject *__pyx_k_tuple_20; -static PyObject *__pyx_k_tuple_22; -static PyObject *__pyx_k_tuple_23; -static PyObject *__pyx_k_tuple_24; -static PyObject *__pyx_k_tuple_26; -static PyObject *__pyx_k_tuple_27; +static PyObject *__pyx_k_tuple_25; +static PyObject *__pyx_k_tuple_28; +static PyObject *__pyx_k_tuple_32; +static PyObject *__pyx_k_tuple_34; +static PyObject *__pyx_k_tuple_36; +static PyObject *__pyx_k_tuple_38; +static PyObject *__pyx_k_tuple_39; +static PyObject *__pyx_k_tuple_41; +static PyObject *__pyx_k_tuple_42; +static PyObject *__pyx_k_codeobj_29; /* Python wrapper */ static Py_ssize_t __pyx_pw_5_cdec_11DenseVector_1__len__(PyObject *__pyx_v_self); /*proto*/ @@ -2602,7 +2731,7 @@ static int __pyx_pf_5_cdec_12SparseVector_17__contains__(struct __pyx_obj_5_cdec * def __contains__(self, char* fname): * return self.vector.nonzero(FDConvert(fname)) # <<<<<<<<<<<<<< * - * def __iadd__(SparseVector self, SparseVector other): + * def __neg__(self): */ __pyx_r = __pyx_v_self->vector->nonzero(FD::Convert(__pyx_v_fname)); goto __pyx_L0; @@ -2614,13 +2743,97 @@ static int __pyx_pf_5_cdec_12SparseVector_17__contains__(struct __pyx_obj_5_cdec } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_12SparseVector_20__iadd__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/ -static PyObject *__pyx_pw_5_cdec_12SparseVector_20__iadd__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) { +static PyObject *__pyx_pw_5_cdec_12SparseVector_20__neg__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_12SparseVector_20__neg__(PyObject *__pyx_v_self) { + PyObject 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__neg__(self): + * cdef SparseVector result = SparseVector() # <<<<<<<<<<<<<< + * result.vector = new FastSparseVector[weight_t](self.vector[0]) + * result.vector[0] *= -1.0 + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_result = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":86 + * def __neg__(self): + * cdef SparseVector result = SparseVector() + * result.vector = new FastSparseVector[weight_t](self.vector[0]) # <<<<<<<<<<<<<< + * result.vector[0] *= -1.0 + * return result + */ + __pyx_v_result->vector = new FastSparseVector((__pyx_v_self->vector[0])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":87 + * cdef SparseVector result = SparseVector() + 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((struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)__pyx_generator->closure); + struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; Py_ssize_t __pyx_t_1; PyObject *__pyx_t_2 = NULL; @@ -6549,31 +7407,31 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator7(__pyx_GeneratorOb return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":46 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":55 * * def __iter__(self): * for i in range(len(self)): # <<<<<<<<<<<<<< * yield self.stats[0][i] * */ - __pyx_t_1 = PyObject_Length(((PyObject 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__LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) { __pyx_t_3 = __pyx_t_2; __Pyx_INCREF(__pyx_t_3); __pyx_t_1 = 0; __pyx_t_4 = NULL; } else { - __pyx_t_1 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext; } @@ -6590,7 +7448,7 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator7(__pyx_GeneratorOb if (unlikely(!__pyx_t_2)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -6602,15 +7460,15 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator7(__pyx_GeneratorOb __pyx_cur_scope->__pyx_v_i = __pyx_t_2; __pyx_t_2 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":47 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":56 * def __iter__(self): * for i in range(len(self)): 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__Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -6629,7 +7487,7 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator7(__pyx_GeneratorOb __pyx_cur_scope->__pyx_t_1 = 0; __Pyx_XGOTREF(__pyx_t_3); __pyx_t_4 = __pyx_cur_scope->__pyx_t_2; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; PyErr_SetNone(PyExc_StopIteration); @@ -6651,7 +7509,7 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_8__iadd__(PyObject *__pyx_v_s PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__iadd__ (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SufficientStats, 1, "other", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SufficientStats, 1, "other", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_15SufficientStats_7__iadd__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_other)); goto __pyx_L0; __pyx_L1_error:; @@ -6661,7 +7519,7 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_8__iadd__(PyObject *__pyx_v_s return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":49 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":58 * yield self.stats[0][i] * * def __iadd__(SufficientStats self, SufficientStats other): # <<<<<<<<<<<<<< @@ -6674,7 +7532,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_ __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__iadd__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":50 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59 * * def __iadd__(SufficientStats self, SufficientStats other): * self.stats[0] += other.stats[0] # <<<<<<<<<<<<<< @@ -6683,12 +7541,12 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_ */ (__pyx_v_self->stats[0]) += (__pyx_v_other->stats[0]); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":51 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":60 * def __iadd__(SufficientStats self, SufficientStats other): * self.stats[0] += other.stats[0] * return self # <<<<<<<<<<<<<< * - * def __add__(SufficientStats x, SufficientStats y): + * def __add__(x, y): */ __Pyx_XDECREF(__pyx_r); __Pyx_INCREF(((PyObject *)__pyx_v_self)); @@ -6708,26 +7566,22 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__add__(PyObject *__pyx_v_x PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__add__ (wrapper)", 0); - if 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- * cdef SufficientStats result = SufficientStats() - * result.stats = new mteval.SufficientStats(mteval.add(x.stats[0], y.stats[0])) + * def __add__(x, y): # <<<<<<<<<<<<<< + * cdef SufficientStats sx = as_stats(x, y) + * cdef SufficientStats sy = as_stats(y, x) */ -static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_x, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_y) { +static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) { + struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_sx = 0; + struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_sy = 0; struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_result = 0; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations @@ -6737,39 +7591,63 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(struct __pyx_obj_5_c int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__add__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":54 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":63 * - * def __add__(SufficientStats x, SufficientStats y): + * def __add__(x, y): + * cdef SufficientStats sx = as_stats(x, y) # <<<<<<<<<<<<<< + * cdef SufficientStats sy = as_stats(y, x) + * cdef SufficientStats result = SufficientStats() + */ + __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_x, __pyx_v_y)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_sx = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":64 + * def __add__(x, y): + * cdef SufficientStats sx = as_stats(x, y) + * cdef SufficientStats sy = as_stats(y, x) # <<<<<<<<<<<<<< + * cdef SufficientStats result = SufficientStats() + * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) + */ + __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_y, __pyx_v_x)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_sy = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65 + * cdef SufficientStats sx = as_stats(x, y) + * cdef SufficientStats sy = as_stats(y, x) * cdef SufficientStats result = SufficientStats() # <<<<<<<<<<<<<< - * result.stats = new mteval.SufficientStats(mteval.add(x.stats[0], y.stats[0])) - * result.metric = x.metric + * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) + * result.metric = sx.metric */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_result = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":55 - * def __add__(SufficientStats x, SufficientStats y): + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":66 + * cdef SufficientStats sy = as_stats(y, x) * cdef SufficientStats result = SufficientStats() - * result.stats = new mteval.SufficientStats(mteval.add(x.stats[0], y.stats[0])) # <<<<<<<<<<<<<< - * result.metric = x.metric + * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) # <<<<<<<<<<<<<< + * result.metric = sx.metric * return result */ - __pyx_v_result->stats = new SufficientStats(operator+((__pyx_v_x->stats[0]), (__pyx_v_y->stats[0]))); + __pyx_v_result->stats = new SufficientStats(operator+((__pyx_v_sx->stats[0]), (__pyx_v_sy->stats[0]))); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":56 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":67 * cdef SufficientStats result = SufficientStats() - * result.stats = new mteval.SufficientStats(mteval.add(x.stats[0], y.stats[0])) - * result.metric = x.metric # <<<<<<<<<<<<<< + * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) + * result.metric = sx.metric # <<<<<<<<<<<<<< * return result * */ - __pyx_v_result->metric = __pyx_v_x->metric; + __pyx_v_result->metric = __pyx_v_sx->metric; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":57 - * result.stats = new mteval.SufficientStats(mteval.add(x.stats[0], y.stats[0])) - * result.metric = x.metric + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":68 + * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) + * result.metric = sx.metric * return result # <<<<<<<<<<<<<< * * cdef class CandidateSet: @@ -6786,6 +7664,8 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(struct __pyx_obj_5_c __Pyx_AddTraceback("_cdec.SufficientStats.__add__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; + __Pyx_XDECREF((PyObject *)__pyx_v_sx); + __Pyx_XDECREF((PyObject *)__pyx_v_sy); __Pyx_XDECREF((PyObject *)__pyx_v_result); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); @@ -6818,7 +7698,7 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; @@ -6829,13 +7709,13 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.CandidateSet.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return -1; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_evaluator), __pyx_ptype_5_cdec_SegmentEvaluator, 1, "evaluator", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_evaluator), __pyx_ptype_5_cdec_SegmentEvaluator, 1, "evaluator", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_12CandidateSet___cinit__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_evaluator); goto __pyx_L0; __pyx_L1_error:; @@ -6845,7 +7725,7 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":64 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75 * cdef mteval.CandidateSet* cs * * def __cinit__(self, SegmentEvaluator evaluator): # <<<<<<<<<<<<<< @@ -6858,7 +7738,7 @@ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_Cand __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":76 * * def __cinit__(self, SegmentEvaluator evaluator): * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) # <<<<<<<<<<<<<< @@ -6867,7 +7747,7 @@ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_Cand */ __pyx_v_self->scorer = new boost::shared_ptr((__pyx_v_evaluator->scorer[0])); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":66 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":77 * def __cinit__(self, SegmentEvaluator evaluator): * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) * self.metric = evaluator.metric # <<<<<<<<<<<<<< @@ -6876,7 +7756,7 @@ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_Cand */ __pyx_v_self->metric = __pyx_v_evaluator->metric; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":67 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":78 * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) * self.metric = evaluator.metric * self.cs = new mteval.CandidateSet() # <<<<<<<<<<<<<< @@ -6899,7 +7779,7 @@ static void __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(PyObject *__pyx_v_self) __Pyx_RefNannyFinishContext(); } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":69 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80 * self.cs = new mteval.CandidateSet() * * def __dealloc__(self): # <<<<<<<<<<<<<< @@ -6911,7 +7791,7 @@ static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __p __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":81 * * def __dealloc__(self): * del self.scorer # <<<<<<<<<<<<<< @@ -6920,7 +7800,7 @@ static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __p */ delete __pyx_v_self->scorer; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":71 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 * def __dealloc__(self): * del self.scorer * del self.cs # <<<<<<<<<<<<<< @@ -6943,7 +7823,7 @@ static Py_ssize_t __pyx_pw_5_cdec_12CandidateSet_5__len__(PyObject *__pyx_v_self return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":73 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":84 * del self.cs * * def __len__(self): # <<<<<<<<<<<<<< @@ -6956,7 +7836,7 @@ static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cde __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__len__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":74 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 * * def __len__(self): * return self.cs.size() # <<<<<<<<<<<<<< @@ -6980,7 +7860,7 @@ static PyObject 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_36), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[4]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} goto __pyx_L3; } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":79 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 * if not 0 <= k < self.cs.size(): * raise IndexError('candidate set index out of range') * cdef Candidate candidate = Candidate() # <<<<<<<<<<<<<< * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) */ - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Candidate)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Candidate)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_v_candidate = ((struct __pyx_obj_5_cdec_Candidate *)__pyx_t_3); __pyx_t_3 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":91 * raise IndexError('candidate set index out of range') * cdef Candidate candidate = Candidate() * candidate.candidate = &self.cs[0][k] # <<<<<<<<<<<<<< @@ -7064,7 +7944,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ */ __pyx_v_candidate->candidate = (&((__pyx_v_self->cs[0])[__pyx_v_k])); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":81 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":92 * cdef Candidate candidate = Candidate() * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) # <<<<<<<<<<<<<< @@ -7073,7 +7953,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ */ __pyx_v_candidate->score = __pyx_v_self->metric->ComputeScore(((__pyx_v_self->cs[0])[__pyx_v_k]).eval_feats); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":93 * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) * return candidate # <<<<<<<<<<<<<< @@ -7110,7 +7990,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_9__iter__(PyObject *__pyx_v_self return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":84 +/* 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*)__pyx_ptype_5_cdec___pyx_scope_struct_10___iter__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_10___iter__, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_cur_scope)) { __Pyx_RefNannyFinishContext(); return NULL; @@ -7136,7 +8016,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cde __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator8, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator8, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -7156,7 +8036,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cde static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator8(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { - struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)__pyx_generator->closure); + struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; Py_ssize_t __pyx_t_1; unsigned int __pyx_t_2; @@ -7171,27 +8051,27 @@ static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator8(__pyx_GeneratorObje return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":86 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":97 * def __iter__(self): * cdef unsigned i * for i in range(len(self)): # <<<<<<<<<<<<<< * yield self[i] * */ - __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_cur_scope->__pyx_v_i = __pyx_t_2; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87 + /* 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__pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; @@ -7249,11 +8129,11 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__k); if (likely(values[1])) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, 1); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, 1); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "add_kbest") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "add_kbest") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 2) { goto __pyx_L5_argtuple_error; @@ -7262,17 +8142,17 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se values[1] = PyTuple_GET_ITEM(__pyx_args, 1); } __pyx_v_hypergraph = ((struct __pyx_obj_5_cdec_Hypergraph *)values[0]); - __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(values[1]); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(values[1]); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.CandidateSet.add_kbest", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_12CandidateSet_11add_kbest(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_hypergraph, __pyx_v_k); goto __pyx_L0; __pyx_L1_error:; @@ -7282,7 +8162,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":89 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":100 * yield self[i] * * def add_kbest(self, Hypergraph hypergraph, unsigned k): # <<<<<<<<<<<<<< @@ -7295,7 +8175,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_c __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("add_kbest", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":101 * * def add_kbest(self, Hypergraph hypergraph, unsigned k): * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) # <<<<<<<<<<<<<< @@ -7319,7 +8199,7 @@ static void __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(PyObject *__pyx_v_se __Pyx_RefNannyFinishContext(); } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":96 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":107 * cdef mteval.EvaluationMetric* metric * * def __dealloc__(self): # <<<<<<<<<<<<<< @@ -7331,7 +8211,7 @@ static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":97 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":108 * * def __dealloc__(self): * del self.scorer # <<<<<<<<<<<<<< @@ -7354,7 +8234,7 @@ static PyObject *__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate(PyObject *__pyx_v_ return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":99 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":110 * del self.scorer * * def evaluate(self, sentence): # <<<<<<<<<<<<<< @@ -7374,19 +8254,19 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5 int __pyx_clineno = 0; __Pyx_RefNannySetupContext("evaluate", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":101 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112 * def evaluate(self, sentence): * cdef vector[WordID] hyp * cdef SufficientStats sf = SufficientStats() # <<<<<<<<<<<<<< * sf.metric = self.metric * sf.stats = new mteval.SufficientStats() */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_sf = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":102 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":113 * cdef vector[WordID] hyp * cdef SufficientStats sf = SufficientStats() * sf.metric = self.metric # <<<<<<<<<<<<<< @@ -7395,7 +8275,7 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5 */ __pyx_v_sf->metric = __pyx_v_self->metric; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":103 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":114 * cdef SufficientStats sf = SufficientStats() * sf.metric = self.metric * sf.stats = new mteval.SufficientStats() # <<<<<<<<<<<<<< @@ -7404,22 +8284,22 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5 */ __pyx_v_sf->stats = new SufficientStats(); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":104 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 * sf.metric = self.metric * sf.stats = new mteval.SufficientStats() * ConvertSentence(string(as_str(sentence.strip())), &hyp) # <<<<<<<<<<<<<< * self.scorer.get().Evaluate(hyp, sf.stats) * return sf */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; TD::ConvertSentence(std::string(__pyx_f_5_cdec_as_str(__pyx_t_2, NULL)), (&__pyx_v_hyp)); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":105 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 * sf.stats = new mteval.SufficientStats() * ConvertSentence(string(as_str(sentence.strip())), &hyp) * self.scorer.get().Evaluate(hyp, sf.stats) # <<<<<<<<<<<<<< @@ -7428,7 +8308,7 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5 */ __pyx_v_self->scorer->get()->Evaluate(__pyx_v_hyp, __pyx_v_sf->stats); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":106 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":117 * ConvertSentence(string(as_str(sentence.strip())), &hyp) * self.scorer.get().Evaluate(hyp, sf.stats) * return sf # <<<<<<<<<<<<<< @@ -7465,7 +8345,7 @@ static PyObject *__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set(PyObject *__p return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":108 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":119 * return sf * * def candidate_set(self): # <<<<<<<<<<<<<< @@ -7483,7 +8363,7 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_ int __pyx_clineno = 0; __Pyx_RefNannySetupContext("candidate_set", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":109 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":120 * * def candidate_set(self): * return CandidateSet(self) # <<<<<<<<<<<<<< @@ -7491,12 +8371,12 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_ * cdef class Scorer: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_INCREF(((PyObject *)__pyx_v_self)); PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_self)); __Pyx_GIVEREF(((PyObject *)__pyx_v_self)); - __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_CandidateSet)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_CandidateSet)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __pyx_r = __pyx_t_2; @@ -7542,18 +8422,18 @@ static int __pyx_pw_5_cdec_6Scorer_1__cinit__(PyObject *__pyx_v_self, PyObject * else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; } else { values[0] = PyTuple_GET_ITEM(__pyx_args, 0); } - __pyx_v_name = PyBytes_AsString(values[0]); if (unlikely((!__pyx_v_name) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_name = PyBytes_AsString(values[0]); if (unlikely((!__pyx_v_name) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Scorer.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -7564,7 +8444,7 @@ static int __pyx_pw_5_cdec_6Scorer_1__cinit__(PyObject *__pyx_v_self, PyObject * return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":114 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":125 * cdef string* name * * def __cinit__(self, char* name): # <<<<<<<<<<<<<< @@ -7577,7 +8457,7 @@ static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__p __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":126 * * def __cinit__(self, char* name): * self.name = new string(name) # <<<<<<<<<<<<<< @@ -7600,7 +8480,7 @@ static void __pyx_pw_5_cdec_6Scorer_3__dealloc__(PyObject *__pyx_v_self) { __Pyx_RefNannyFinishContext(); } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":117 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":128 * self.name = new string(name) * * def __dealloc__(self): # <<<<<<<<<<<<<< @@ -7612,7 +8492,7 @@ static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_ __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":118 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":129 * * def __dealloc__(self): * del self.name # <<<<<<<<<<<<<< @@ -7650,7 +8530,7 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObj else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__call__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__call__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; @@ -7661,7 +8541,7 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObj } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__call__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__call__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Scorer.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -7672,7 +8552,7 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObj return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":120 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":131 * del self.name * * def __call__(self, refs): # <<<<<<<<<<<<<< @@ -7702,7 +8582,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score __Pyx_RefNannySetupContext("__call__", 0); __Pyx_INCREF(__pyx_v_refs); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":121 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":132 * * 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vector[vector[WordID]]* refsv = new vector[vector[WordID]]() * cdef vector[WordID]* refv */ - __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_INCREF(__pyx_v_refs); PyList_SET_ITEM(__pyx_t_1, 0, __pyx_v_refs); @@ -7752,7 +8632,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":124 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":135 * if isinstance(refs, unicode) or isinstance(refs, str): * refs = [refs] * cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]() # <<<<<<<<<<<<<< @@ -7761,7 +8641,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_refsv = new std::vector >(); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":127 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":138 * cdef vector[WordID]* refv * cdef bytes ref_str * for ref in refs: # <<<<<<<<<<<<<< @@ -7772,7 +8652,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score __pyx_t_1 = __pyx_v_refs; __Pyx_INCREF(__pyx_t_1); __pyx_t_5 = 0; __pyx_t_6 = NULL; } else { - __pyx_t_5 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_refs); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_refs); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_6 = Py_TYPE(__pyx_t_1)->tp_iternext; } @@ -7788,7 +8668,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score if 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__pyx_L0:; + __Pyx_XDECREF(__pyx_v_fname); + __Pyx_XDECREF(__pyx_v_fval); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + /* Python wrapper */ static PyObject *__pyx_pw_5_cdec_7Decoder_5read_weights(PyObject *__pyx_v_self, PyObject *__pyx_v_cfg); /*proto*/ static PyObject *__pyx_pw_5_cdec_7Decoder_5read_weights(PyObject *__pyx_v_self, PyObject *__pyx_v_cfg) { @@ -8145,8 +9318,8 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_5read_weights(PyObject *__pyx_v_self, return __pyx_r; } -/* "_cdec.pyx":30 - * del self.dec +/* "_cdec.pyx":46 + * raise TypeError('cannot initialize weights with %s' % type(weights)) * * def read_weights(self, cfg): # <<<<<<<<<<<<<< * with open(cfg) as fp: @@ -8181,7 +9354,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ int __pyx_clineno = 0; __Pyx_RefNannySetupContext("read_weights", 0); - /* "_cdec.pyx":31 + /* "_cdec.pyx":47 * * def read_weights(self, cfg): * with open(cfg) as fp: # <<<<<<<<<<<<<< @@ -8189,19 +9362,19 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__Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - __pyx_t_3 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -8216,7 +9389,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_v_fp = __pyx_t_4; __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - /* "_cdec.pyx":32 + /* "_cdec.pyx":48 * def read_weights(self, cfg): * with open(cfg) as fp: * for line in fp: # <<<<<<<<<<<<<< @@ -8227,7 +9400,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_t_4 = __pyx_v_fp; __Pyx_INCREF(__pyx_t_4); __pyx_t_8 = 0; __pyx_t_9 = NULL; } else { - __pyx_t_8 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_fp); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_8 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_fp); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_9 = Py_TYPE(__pyx_t_4)->tp_iternext; } @@ -8243,7 +9416,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ if (unlikely(!__pyx_t_2)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L7_error;} } break; } @@ -8253,16 +9426,16 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_v_line = __pyx_t_2; __pyx_t_2 = 0; - /* "_cdec.pyx":33 + /* "_cdec.pyx":49 * with open(cfg) as fp: * for line in fp: * fname, value = 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(PyList_CheckExact(__pyx_t_1))) { @@ -8271,7 +9444,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L7_error;} } __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_10 = PyTuple_GET_ITEM(sequence, 1); @@ -8279,7 +9452,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ if (unlikely(PyList_GET_SIZE(sequence) != 2)) { if (PyList_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L7_error;} } __pyx_t_2 = PyList_GET_ITEM(sequence, 0); __pyx_t_10 = PyList_GET_ITEM(sequence, 1); @@ -8289,7 +9462,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } else { Py_ssize_t index = -1; - __pyx_t_11 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_11 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_11); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_12 = Py_TYPE(__pyx_t_11)->tp_iternext; @@ -8297,14 +9470,14 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_GOTREF(__pyx_t_2); index = 1; __pyx_t_10 = __pyx_t_12(__pyx_t_11); if (unlikely(!__pyx_t_10)) goto __pyx_L18_unpacking_failed; __Pyx_GOTREF(__pyx_t_10); - if (__Pyx_IternextUnpackEndCheck(__pyx_t_12(__pyx_t_11), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + if (__Pyx_IternextUnpackEndCheck(__pyx_t_12(__pyx_t_11), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; goto __pyx_L19_unpacking_done; __pyx_L18_unpacking_failed:; __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __pyx_L19_unpacking_done:; } __Pyx_XDECREF(__pyx_v_fname); @@ -8314,22 +9487,22 @@ static PyObject 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__pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_10 = PyObject_GetAttr(__pyx_v_fname, __pyx_n_s__strip); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_10 = PyObject_GetAttr(__pyx_v_fname, __pyx_n_s__strip); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_10); - __pyx_t_2 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - if 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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __Pyx_GOTREF(__pyx_t_15); __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_15); __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0; - if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __pyx_t_16 = (!__pyx_t_14); if (__pyx_t_16) { __Pyx_GIVEREF(__pyx_t_4); @@ -8384,7 +9557,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_GIVEREF(__pyx_t_2); __Pyx_ErrRestore(__pyx_t_4, __pyx_t_1, __pyx_t_2); __pyx_t_4 = 0; __pyx_t_1 = 0; __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} goto __pyx_L22; } __pyx_L22:; @@ -8410,13 +9583,13 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ } /*finally:*/ { if (__pyx_t_3) { - __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_23, NULL); + __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_38, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __pyx_t_16 = __Pyx_PyObject_IsTrue(__pyx_t_7); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - if (unlikely(__pyx_t_16 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__pyx_t_16 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } } goto __pyx_L23; @@ -8458,7 +9631,7 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyO { PyObject* values[2] = {0,0}; - /* "_cdec.pyx":36 + /* "_cdec.pyx":52 * self.weights[fname.strip()] = float(value) * * def translate(self, sentence, grammar=None): # <<<<<<<<<<<<<< @@ -8488,7 +9661,7 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyO } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "translate") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "translate") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { @@ -8503,7 +9676,7 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyO } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("translate", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("translate", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Decoder.translate", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -8529,7 +9702,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec int __pyx_clineno = 0; __Pyx_RefNannySetupContext("translate", 0); - /* "_cdec.pyx":37 + /* "_cdec.pyx":53 * * def translate(self, sentence, grammar=None): * if isinstance(sentence, unicode): # <<<<<<<<<<<<<< @@ -8542,22 +9715,22 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":38 + /* "_cdec.pyx":54 * def translate(self, sentence, grammar=None): * if isinstance(sentence, unicode): * inp = sentence.strip().encode('utf8') # <<<<<<<<<<<<<< * elif isinstance(sentence, str): * inp = sentence.strip() */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__encode); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__encode); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_24), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_39), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_v_inp = __pyx_t_3; @@ -8565,7 +9738,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec goto __pyx_L3; } - /* "_cdec.pyx":39 + /* "_cdec.pyx":55 * if isinstance(sentence, unicode): * inp = sentence.strip().encode('utf8') * elif isinstance(sentence, str): # <<<<<<<<<<<<<< @@ -8578,16 +9751,16 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":40 + /* "_cdec.pyx":56 * inp = sentence.strip().encode('utf8') * elif isinstance(sentence, str): * inp = sentence.strip() # <<<<<<<<<<<<<< * elif isinstance(sentence, Lattice): * inp = str(sentence) # PLF format */ - __pyx_t_3 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_inp = __pyx_t_1; @@ -8595,7 +9768,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec goto __pyx_L3; } - /* "_cdec.pyx":41 + /* "_cdec.pyx":57 * elif isinstance(sentence, str): * inp = sentence.strip() * elif isinstance(sentence, Lattice): # <<<<<<<<<<<<<< @@ -8608,19 +9781,19 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":42 + /* "_cdec.pyx":58 * inp = sentence.strip() * elif isinstance(sentence, Lattice): * inp = str(sentence) # PLF format # <<<<<<<<<<<<<< * else: * raise TypeError('Cannot translate input type %s' % type(sentence)) */ - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_INCREF(__pyx_v_sentence); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_sentence); __Pyx_GIVEREF(__pyx_v_sentence); - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __pyx_v_inp = __pyx_t_3; @@ -8629,53 +9802,53 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec } /*else*/ { - /* "_cdec.pyx":44 + /* "_cdec.pyx":60 * inp = str(sentence) # PLF format * else: * raise TypeError('Cannot translate input type %s' % type(sentence)) # <<<<<<<<<<<<<< * if grammar: * self.dec.SetSentenceGrammarFromString(string( grammar)) */ - __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_25), ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_40), ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_3)); __Pyx_GIVEREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; - __pyx_t_3 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L3:; - /* "_cdec.pyx":45 + /* "_cdec.pyx":61 * else: * raise TypeError('Cannot translate input type %s' % type(sentence)) * if grammar: # <<<<<<<<<<<<<< * self.dec.SetSentenceGrammarFromString(string( grammar)) * cdef decoder.BasicObserver observer = decoder.BasicObserver() */ - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_grammar); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_grammar); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_2) { - /* "_cdec.pyx":46 + /* "_cdec.pyx":62 * raise TypeError('Cannot translate input type %s' % type(sentence)) * if grammar: * self.dec.SetSentenceGrammarFromString(string( grammar)) # <<<<<<<<<<<<<< * cdef decoder.BasicObserver observer = decoder.BasicObserver() * self.dec.Decode(string(inp), &observer) */ - __pyx_t_4 = PyBytes_AsString(__pyx_v_grammar); if (unlikely((!__pyx_t_4) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyBytes_AsString(__pyx_v_grammar); if (unlikely((!__pyx_t_4) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->dec->SetSentenceGrammarFromString(std::string(((char *)__pyx_t_4))); goto __pyx_L4; } __pyx_L4:; - /* "_cdec.pyx":47 + /* "_cdec.pyx":63 * if grammar: * self.dec.SetSentenceGrammarFromString(string( grammar)) * cdef decoder.BasicObserver observer = decoder.BasicObserver() # <<<<<<<<<<<<<< @@ -8684,17 +9857,17 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec */ __pyx_v_observer = BasicObserver(); - /* "_cdec.pyx":48 + /* "_cdec.pyx":64 * self.dec.SetSentenceGrammarFromString(string( grammar)) * cdef decoder.BasicObserver observer = decoder.BasicObserver() * self.dec.Decode(string(inp), &observer) # <<<<<<<<<<<<<< * if observer.hypergraph == NULL: * raise ParseFailed() */ - __pyx_t_4 = PyBytes_AsString(__pyx_v_inp); if (unlikely((!__pyx_t_4) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyBytes_AsString(__pyx_v_inp); if (unlikely((!__pyx_t_4) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->dec->Decode(std::string(((char *)__pyx_t_4)), (&__pyx_v_observer)); - /* "_cdec.pyx":49 + /* "_cdec.pyx":65 * cdef decoder.BasicObserver observer = decoder.BasicObserver() * self.dec.Decode(string(inp), &observer) * if observer.hypergraph == NULL: # <<<<<<<<<<<<<< @@ -8704,38 +9877,38 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __pyx_t_2 = (__pyx_v_observer.hypergraph == NULL); if (__pyx_t_2) { - /* "_cdec.pyx":50 + /* "_cdec.pyx":66 * self.dec.Decode(string(inp), &observer) * if observer.hypergraph == NULL: * raise ParseFailed() # <<<<<<<<<<<<<< * cdef Hypergraph hg = Hypergraph() * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) */ - __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__ParseFailed); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; 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__pyx_L1_error;} goto __pyx_L5; } __pyx_L5:; - /* "_cdec.pyx":51 + /* "_cdec.pyx":67 * if observer.hypergraph == NULL: * raise ParseFailed() * cdef Hypergraph hg = Hypergraph() # <<<<<<<<<<<<<< * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) * return hg */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Hypergraph)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Hypergraph)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_hg = ((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_t_1); __pyx_t_1 = 0; - /* "_cdec.pyx":52 + /* "_cdec.pyx":68 * raise ParseFailed() * cdef Hypergraph hg = Hypergraph() * hg.hg = new 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/*tp_traverse*/ + 0, /*tp_clear*/ + __pyx_pw_5_cdec_12SparseVector_14__richcmp__, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_12SparseVector_9__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SparseVector, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_SparseVector, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; -static PyObject *__pyx_tp_new_5_cdec_DenseVector(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; } -static void __pyx_tp_dealloc_5_cdec_DenseVector(PyObject *o) { - (*Py_TYPE(o)->tp_free)(o); -} -static PyObject *__pyx_sq_item_5_cdec_DenseVector(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; -} - -static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, PyObject *v) { - if (v) { - return __pyx_pw_5_cdec_11DenseVector_5__setitem__(o, i, v); - } - else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; +static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); } + (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_DenseVector[] = { - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_10dot, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_12tosparse, METH_NOARGS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { + {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_source_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7viterbi_source_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_features, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_11kbest, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_14kbest_tree, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_17kbest_features, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_20sample, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_23intersect, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_25prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_27lattice, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_29reweight, METH_O, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_DenseVector = { +static PyNumberMethods __pyx_tp_as_number_Hypergraph = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -8956,11 +10419,11 @@ static PyNumberMethods __pyx_tp_as_number_DenseVector = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { - __pyx_pw_5_cdec_11DenseVector_1__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_DenseVector, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -8969,13 +10432,13 @@ static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_DenseVector = { - __pyx_pw_5_cdec_11DenseVector_1__len__, /*mp_length*/ - __pyx_pw_5_cdec_11DenseVector_3__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_DenseVector, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_Hypergraph = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_DenseVector = { +static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -8996,12 +10459,12 @@ static PyBufferProcs __pyx_tp_as_buffer_DenseVector = { #endif }; -static PyTypeObject __pyx_type_5_cdec_DenseVector = { +static PyTypeObject __pyx_type_5_cdec_Hypergraph = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.DenseVector"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_DenseVector), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_DenseVector, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Hypergraph, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -9011,24 +10474,24 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_DenseVector, /*tp_as_number*/ - &__pyx_tp_as_sequence_DenseVector, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_DenseVector, /*tp_as_mapping*/ + &__pyx_tp_as_number_Hypergraph, /*tp_as_number*/ + &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_DenseVector, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_Hypergraph, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_11DenseVector_7__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_DenseVector, /*tp_methods*/ + __pyx_methods_5_cdec_Hypergraph, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -9038,7 +10501,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_DenseVector, /*tp_new*/ + __pyx_tp_new_5_cdec_Hypergraph, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -9052,25 +10515,25 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; } -static void __pyx_tp_dealloc_5_cdec_SparseVector(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_12SparseVector_1__dealloc__(o); + __pyx_pw_5_cdec_7Lattice_14__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); } (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { +static PyObject *__pyx_sq_item_5_cdec_Lattice(PyObject *o, Py_ssize_t i) { PyObject *r; PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); @@ -9078,9 +10541,9 @@ static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { return r; } -static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) { +static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) { if (v) { - return __pyx_pw_5_cdec_12SparseVector_7__setitem__(o, i, v); + return __pyx_pw_5_cdec_7Lattice_5__setitem__(o, i, v); } else { PyErr_Format(PyExc_NotImplementedError, @@ -9089,18 +10552,17 @@ static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, } } -static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = { - {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_3copy, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_12dot, METH_O, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { + {__Pyx_NAMESTR("todot"), (PyCFunction)__pyx_pw_5_cdec_7Lattice_16todot, METH_NOARGS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_28__add__, /*nb_add*/ - __pyx_pw_5_cdec_12SparseVector_30__sub__, /*nb_subtract*/ - __pyx_pw_5_cdec_12SparseVector_32__mul__, /*nb_multiply*/ +static PyNumberMethods __pyx_tp_as_number_Lattice = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_34__div__, /*nb_divide*/ + 0, /*nb_divide*/ #endif 0, /*nb_remainder*/ 0, /*nb_divmod*/ @@ -9131,11 +10593,11 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - __pyx_pw_5_cdec_12SparseVector_20__iadd__, /*nb_inplace_add*/ - __pyx_pw_5_cdec_12SparseVector_22__isub__, /*nb_inplace_subtract*/ - __pyx_pw_5_cdec_12SparseVector_24__imul__, /*nb_inplace_multiply*/ + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_26__idiv__, /*nb_inplace_divide*/ + 0, /*nb_inplace_divide*/ #endif 0, /*nb_inplace_remainder*/ 0, /*nb_inplace_power*/ @@ -9153,26 +10615,26 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_16__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_Lattice = { + __pyx_pw_5_cdec_7Lattice_7__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_SparseVector, /*sq_item*/ + __pyx_sq_item_5_cdec_Lattice, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ - __pyx_pw_5_cdec_12SparseVector_18__contains__, /*sq_contains*/ + 0, /*sq_contains*/ 0, /*sq_inplace_concat*/ 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_16__len__, /*mp_length*/ - __pyx_pw_5_cdec_12SparseVector_5__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_SparseVector, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_Lattice = { + __pyx_pw_5_cdec_7Lattice_7__len__, /*mp_length*/ + __pyx_pw_5_cdec_7Lattice_3__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_SparseVector = { +static PyBufferProcs __pyx_tp_as_buffer_Lattice = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -9193,12 +10655,12 @@ static PyBufferProcs __pyx_tp_as_buffer_SparseVector = { #endif }; -static PyTypeObject __pyx_type_5_cdec_SparseVector = { +static PyTypeObject __pyx_type_5_cdec_Lattice = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.SparseVector"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_SparseVector), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_SparseVector, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Lattice, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -9208,24 +10670,24 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_SparseVector, /*tp_as_number*/ - &__pyx_tp_as_sequence_SparseVector, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_SparseVector, /*tp_as_mapping*/ + &__pyx_tp_as_number_Lattice, /*tp_as_number*/ + &__pyx_tp_as_sequence_Lattice, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - 0, /*tp_str*/ + __pyx_pw_5_cdec_7Lattice_9__str__, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_SparseVector, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ - __pyx_pw_5_cdec_12SparseVector_14__richcmp__, /*tp_richcompare*/ + 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_12SparseVector_9__iter__, /*tp_iter*/ + __pyx_pw_5_cdec_7Lattice_11__iter__, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_SparseVector, /*tp_methods*/ + __pyx_methods_5_cdec_Lattice, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -9233,9 +10695,9 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ - 0, /*tp_init*/ + __pyx_pw_5_cdec_7Lattice_1__init__, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_SparseVector, /*tp_new*/ + __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -9249,42 +10711,50 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec_Candidate(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { - {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_source_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7viterbi_source_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_features, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_11kbest, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_14kbest_tree, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_17kbest_features, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_20sample, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_23intersect, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_25prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_27lattice, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_29reweight, METH_O, __Pyx_DOCSTR(0)}, +static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_5words_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_4fmap_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_5score_1__get__(o); +} + +static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_9Candidate_5score_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_Candidate[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Hypergraph = { +static struct PyGetSetDef __pyx_getsets_5_cdec_Candidate[] = { + {(char *)"words", __pyx_getprop_5_cdec_9Candidate_words, 0, 0, 0}, + {(char *)"fmap", __pyx_getprop_5_cdec_9Candidate_fmap, 0, 0, 0}, + {(char *)"score", __pyx_getprop_5_cdec_9Candidate_score, __pyx_setprop_5_cdec_9Candidate_score, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Candidate = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -9342,7 +10812,7 @@ static PyNumberMethods __pyx_tp_as_number_Hypergraph = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { +static PySequenceMethods __pyx_tp_as_sequence_Candidate = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -9355,13 +10825,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Hypergraph = { +static PyMappingMethods __pyx_tp_as_mapping_Candidate = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { +static PyBufferProcs __pyx_tp_as_buffer_Candidate = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -9382,12 +10852,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Hypergraph = { +static PyTypeObject __pyx_type_5_cdec_Candidate = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Candidate"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Candidate), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Hypergraph, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Candidate, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -9397,15 +10867,15 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Hypergraph, /*tp_as_number*/ - &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ + &__pyx_tp_as_number_Candidate, /*tp_as_number*/ + &__pyx_tp_as_sequence_Candidate, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Candidate, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Hypergraph, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_Candidate, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ @@ -9414,9 +10884,9 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Hypergraph, /*tp_methods*/ + __pyx_methods_5_cdec_Candidate, /*tp_methods*/ 0, /*tp_members*/ - 0, /*tp_getset*/ + __pyx_getsets_5_cdec_Candidate, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -9424,7 +10894,7 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Hypergraph, /*tp_new*/ + __pyx_tp_new_5_cdec_Candidate, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -9438,49 +10908,45 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_7Lattice_14__dealloc__(o); + __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); } (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_Lattice(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; + +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) { + return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o); } -static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) { - if (v) { - return __pyx_pw_5_cdec_7Lattice_5__setitem__(o, i, v); - } - else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; - } +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, void *x) { + return __pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(o); } -static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { +static PyMethodDef __pyx_methods_5_cdec_SufficientStats[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Lattice = { - 0, /*nb_add*/ +static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = { + {(char *)"score", __pyx_getprop_5_cdec_15SufficientStats_score, 0, 0, 0}, + {(char *)"detail", __pyx_getprop_5_cdec_15SufficientStats_detail, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_10__add__, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -9515,7 +10981,7 @@ static PyNumberMethods __pyx_tp_as_number_Lattice = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - 0, /*nb_inplace_add*/ + __pyx_pw_5_cdec_15SufficientStats_8__iadd__, /*nb_inplace_add*/ 0, /*nb_inplace_subtract*/ 0, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -9537,11 +11003,11 @@ static PyNumberMethods __pyx_tp_as_number_Lattice = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Lattice = { - __pyx_pw_5_cdec_7Lattice_7__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_Lattice, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -9550,13 +11016,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Lattice = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Lattice = { - __pyx_pw_5_cdec_7Lattice_7__len__, /*mp_length*/ - __pyx_pw_5_cdec_7Lattice_3__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Lattice = { +static PyBufferProcs __pyx_tp_as_buffer_SufficientStats = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -9577,12 +11043,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Lattice = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Lattice = { +static PyTypeObject __pyx_type_5_cdec_SufficientStats = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.SufficientStats"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SufficientStats), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Lattice, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_SufficientStats, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -9592,34 +11058,34 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Lattice, /*tp_as_number*/ - &__pyx_tp_as_sequence_Lattice, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ + &__pyx_tp_as_number_SufficientStats, /*tp_as_number*/ + &__pyx_tp_as_sequence_SufficientStats, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SufficientStats, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - __pyx_pw_5_cdec_7Lattice_9__str__, /*tp_str*/ + 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_SufficientStats, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_7Lattice_11__iter__, /*tp_iter*/ + __pyx_pw_5_cdec_15SufficientStats_5__iter__, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Lattice, /*tp_methods*/ + __pyx_methods_5_cdec_SufficientStats, /*tp_methods*/ 0, /*tp_members*/ - 0, /*tp_getset*/ + __pyx_getsets_5_cdec_SufficientStats, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ - __pyx_pw_5_cdec_7Lattice_1__init__, /*tp_init*/ + 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ + __pyx_tp_new_5_cdec_SufficientStats, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -9633,50 +11099,41 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_CandidateSet(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + if (__pyx_pw_5_cdec_12CandidateSet_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } return o; } -static void __pyx_tp_dealloc_5_cdec_Candidate(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_CandidateSet(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } (*Py_TYPE(o)->tp_free)(o); } - -static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9Candidate_5words_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9Candidate_4fmap_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9Candidate_5score_1__get__(o); -} - -static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_5_cdec_9Candidate_5score_3__set__(o, v); - } - else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; - } +static PyObject *__pyx_sq_item_5_cdec_CandidateSet(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; } -static PyMethodDef __pyx_methods_5_cdec_Candidate[] = { - {0, 0, 0, 0} -}; - -static struct PyGetSetDef __pyx_getsets_5_cdec_Candidate[] = { - {(char *)"words", __pyx_getprop_5_cdec_9Candidate_words, 0, 0, 0}, - {(char *)"fmap", __pyx_getprop_5_cdec_9Candidate_fmap, 0, 0, 0}, - {(char *)"score", __pyx_getprop_5_cdec_9Candidate_score, __pyx_setprop_5_cdec_9Candidate_score, 0, 0}, - {0, 0, 0, 0, 0} +static PyMethodDef __pyx_methods_5_cdec_CandidateSet[] = { + {__Pyx_NAMESTR("add_kbest"), (PyCFunction)__pyx_pw_5_cdec_12CandidateSet_12add_kbest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Candidate = { +static PyNumberMethods __pyx_tp_as_number_CandidateSet = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -9734,11 +11191,11 @@ static PyNumberMethods __pyx_tp_as_number_Candidate = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Candidate = { - 0, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - 0, /*sq_item*/ + __pyx_sq_item_5_cdec_CandidateSet, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -9747,13 +11204,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Candidate = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Candidate = { - 0, /*mp_length*/ - 0, /*mp_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*mp_length*/ + __pyx_pw_5_cdec_12CandidateSet_7__getitem__, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Candidate = { +static PyBufferProcs __pyx_tp_as_buffer_CandidateSet = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -9774,12 +11231,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Candidate = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Candidate = { +static PyTypeObject __pyx_type_5_cdec_CandidateSet = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Candidate"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Candidate), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.CandidateSet"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_CandidateSet), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Candidate, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_CandidateSet, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -9789,26 +11246,26 @@ static PyTypeObject __pyx_type_5_cdec_Candidate = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Candidate, /*tp_as_number*/ - &__pyx_tp_as_sequence_Candidate, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Candidate, /*tp_as_mapping*/ + &__pyx_tp_as_number_CandidateSet, /*tp_as_number*/ + &__pyx_tp_as_sequence_CandidateSet, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_CandidateSet, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Candidate, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_CandidateSet, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ + __pyx_pw_5_cdec_12CandidateSet_9__iter__, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Candidate, /*tp_methods*/ + __pyx_methods_5_cdec_CandidateSet, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_Candidate, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -9816,7 +11273,7 @@ static PyTypeObject __pyx_type_5_cdec_Candidate = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Candidate, /*tp_new*/ + __pyx_tp_new_5_cdec_CandidateSet, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -9830,18 +11287,18 @@ static PyTypeObject __pyx_type_5_cdec_Candidate = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; } -static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_SegmentEvaluator(PyObject *o) { { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(o); + __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); @@ -9849,26 +11306,14 @@ static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) { - return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, void *x) { - return __pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(o); -} - -static PyMethodDef __pyx_methods_5_cdec_SufficientStats[] = { +static PyMethodDef __pyx_methods_5_cdec_SegmentEvaluator[] = { + {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_NOARGS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = { - {(char *)"score", __pyx_getprop_5_cdec_15SufficientStats_score, 0, 0, 0}, - {(char *)"detail", __pyx_getprop_5_cdec_15SufficientStats_detail, 0, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_SufficientStats = { - __pyx_pw_5_cdec_15SufficientStats_10__add__, /*nb_add*/ +static PyNumberMethods __pyx_tp_as_number_SegmentEvaluator = { + 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -9903,7 +11348,7 @@ static PyNumberMethods __pyx_tp_as_number_SufficientStats = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - __pyx_pw_5_cdec_15SufficientStats_8__iadd__, /*nb_inplace_add*/ + 0, /*nb_inplace_add*/ 0, /*nb_inplace_subtract*/ 0, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -9925,8 +11370,8 @@ static PyNumberMethods __pyx_tp_as_number_SufficientStats = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { - __pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_SegmentEvaluator = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ 0, /*sq_item*/ @@ -9938,13 +11383,13 @@ static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = { - __pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/ +static PyMappingMethods __pyx_tp_as_mapping_SegmentEvaluator = { + 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_SufficientStats = { +static PyBufferProcs __pyx_tp_as_buffer_SegmentEvaluator = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -9965,12 +11410,12 @@ static PyBufferProcs __pyx_tp_as_buffer_SufficientStats = { #endif }; -static PyTypeObject __pyx_type_5_cdec_SufficientStats = { +static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.SufficientStats"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_SufficientStats), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.SegmentEvaluator"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SegmentEvaluator), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_SufficientStats, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_SegmentEvaluator, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -9980,26 +11425,26 @@ static PyTypeObject __pyx_type_5_cdec_SufficientStats = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_SufficientStats, /*tp_as_number*/ - &__pyx_tp_as_sequence_SufficientStats, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_SufficientStats, /*tp_as_mapping*/ + &__pyx_tp_as_number_SegmentEvaluator, /*tp_as_number*/ + &__pyx_tp_as_sequence_SegmentEvaluator, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SegmentEvaluator, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_SufficientStats, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_SegmentEvaluator, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_15SufficientStats_5__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_SufficientStats, /*tp_methods*/ + __pyx_methods_5_cdec_SegmentEvaluator, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_SufficientStats, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -10007,7 +11452,7 @@ static PyTypeObject __pyx_type_5_cdec_SufficientStats = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_SufficientStats, /*tp_new*/ + __pyx_tp_new_5_cdec_SegmentEvaluator, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -10021,41 +11466,33 @@ static PyTypeObject __pyx_type_5_cdec_SufficientStats = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_CandidateSet(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Scorer(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - if (__pyx_pw_5_cdec_12CandidateSet_1__cinit__(o, a, k) < 0) { + if (__pyx_pw_5_cdec_6Scorer_1__cinit__(o, a, k) < 0) { Py_DECREF(o); o = 0; } return o; } -static void __pyx_tp_dealloc_5_cdec_CandidateSet(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_Scorer(PyObject *o) { { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(o); + __pyx_pw_5_cdec_6Scorer_3__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); } (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_CandidateSet(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; -} -static PyMethodDef __pyx_methods_5_cdec_CandidateSet[] = { - {__Pyx_NAMESTR("add_kbest"), (PyCFunction)__pyx_pw_5_cdec_12CandidateSet_12add_kbest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec_Scorer[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_CandidateSet = { +static PyNumberMethods __pyx_tp_as_number_Scorer = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -10113,11 +11550,11 @@ static PyNumberMethods __pyx_tp_as_number_CandidateSet = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { - __pyx_pw_5_cdec_12CandidateSet_5__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_Scorer = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_CandidateSet, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -10126,13 +11563,13 @@ static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_CandidateSet = { - __pyx_pw_5_cdec_12CandidateSet_5__len__, /*mp_length*/ - __pyx_pw_5_cdec_12CandidateSet_7__getitem__, /*mp_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_Scorer = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_CandidateSet = { +static PyBufferProcs __pyx_tp_as_buffer_Scorer = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -10153,12 +11590,12 @@ static PyBufferProcs __pyx_tp_as_buffer_CandidateSet = { #endif }; -static PyTypeObject __pyx_type_5_cdec_CandidateSet = { +static PyTypeObject __pyx_type_5_cdec_Scorer = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.CandidateSet"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_CandidateSet), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Scorer"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Scorer), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_CandidateSet, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Scorer, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -10168,24 +11605,24 @@ static PyTypeObject __pyx_type_5_cdec_CandidateSet = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_CandidateSet, /*tp_as_number*/ - &__pyx_tp_as_sequence_CandidateSet, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_CandidateSet, /*tp_as_mapping*/ + &__pyx_tp_as_number_Scorer, /*tp_as_number*/ + &__pyx_tp_as_sequence_Scorer, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Scorer, /*tp_as_mapping*/ 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ + __pyx_pw_5_cdec_6Scorer_5__call__, /*tp_call*/ + __pyx_pw_5_cdec_6Scorer_7__str__, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_CandidateSet, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_Scorer, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_12CandidateSet_9__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_CandidateSet, /*tp_methods*/ + __pyx_methods_5_cdec_Scorer, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -10195,7 +11632,7 @@ static PyTypeObject __pyx_type_5_cdec_CandidateSet = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_CandidateSet, /*tp_new*/ + __pyx_tp_new_5_cdec_Scorer, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -10209,32 +11646,77 @@ static PyTypeObject __pyx_type_5_cdec_CandidateSet = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec_Decoder *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_Decoder *)o); + p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_5_cdec_7Decoder_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } return o; } -static void __pyx_tp_dealloc_5_cdec_SegmentEvaluator(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_Decoder(PyObject *o) { + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(o); + __pyx_pw_5_cdec_7Decoder_3__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); } + Py_XDECREF(((PyObject *)p->weights)); (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_SegmentEvaluator[] = { - {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_NOARGS, __Pyx_DOCSTR(0)}, +static int __pyx_tp_traverse_5_cdec_Decoder(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + if (p->weights) { + e = (*v)(((PyObject*)p->weights), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) { + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + PyObject* tmp; + tmp = ((PyObject*)p->weights); + p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) { + return __pyx_pw_5_cdec_7Decoder_7weights_1__get__(o); +} + +static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_Decoder[] = { + {__Pyx_NAMESTR("read_weights"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_5read_weights, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("translate"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_7translate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_SegmentEvaluator = { +static struct PyGetSetDef __pyx_getsets_5_cdec_Decoder[] = { + {(char *)"weights", __pyx_getprop_5_cdec_7Decoder_weights, __pyx_setprop_5_cdec_7Decoder_weights, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Decoder = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -10292,7 +11774,7 @@ static PyNumberMethods __pyx_tp_as_number_SegmentEvaluator = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_SegmentEvaluator = { +static PySequenceMethods __pyx_tp_as_sequence_Decoder = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -10305,13 +11787,13 @@ static PySequenceMethods __pyx_tp_as_sequence_SegmentEvaluator = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_SegmentEvaluator = { +static PyMappingMethods __pyx_tp_as_mapping_Decoder = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_SegmentEvaluator = { +static PyBufferProcs __pyx_tp_as_buffer_Decoder = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -10332,12 +11814,12 @@ static PyBufferProcs __pyx_tp_as_buffer_SegmentEvaluator = { #endif }; -static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { +static PyTypeObject __pyx_type_5_cdec_Decoder = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.SegmentEvaluator"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_SegmentEvaluator), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Decoder"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Decoder), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_SegmentEvaluator, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Decoder, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -10347,26 +11829,26 @@ static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_SegmentEvaluator, /*tp_as_number*/ - &__pyx_tp_as_sequence_SegmentEvaluator, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_SegmentEvaluator, /*tp_as_mapping*/ + &__pyx_tp_as_number_Decoder, /*tp_as_number*/ + &__pyx_tp_as_sequence_Decoder, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Decoder, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_SegmentEvaluator, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer_Decoder, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec_Decoder, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_Decoder, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_SegmentEvaluator, /*tp_methods*/ + __pyx_methods_5_cdec_Decoder, /*tp_methods*/ 0, /*tp_members*/ - 0, /*tp_getset*/ + __pyx_getsets_5_cdec_Decoder, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -10374,7 +11856,7 @@ static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_SegmentEvaluator, /*tp_new*/ + __pyx_tp_new_5_cdec_Decoder, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -10388,33 +11870,44 @@ static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Scorer(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - if (__pyx_pw_5_cdec_6Scorer_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Scorer(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_6Scorer_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_Scorer[] = { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Scorer = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -10472,7 +11965,7 @@ static PyNumberMethods __pyx_tp_as_number_Scorer = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Scorer = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -10485,13 +11978,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Scorer = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Scorer = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Scorer = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -10512,12 +12005,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Scorer = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Scorer = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Scorer"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Scorer), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Scorer, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -10527,24 +12020,24 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Scorer, /*tp_as_number*/ - &__pyx_tp_as_sequence_Scorer, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Scorer, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ - __pyx_pw_5_cdec_6Scorer_5__call__, /*tp_call*/ - __pyx_pw_5_cdec_6Scorer_7__str__, /*tp_str*/ + 0, /*tp_call*/ + 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Scorer, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct____iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Scorer, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -10554,7 +12047,7 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Scorer, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -10568,76 +12061,44 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec_Decoder *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec_Decoder *)o); - p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); - if (__pyx_pw_5_cdec_7Decoder_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Decoder(PyObject *o) { - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_7Decoder_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - Py_XDECREF(((PyObject *)p->weights)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec_Decoder(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; - if (p->weights) { - e = (*v)(((PyObject*)p->weights), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) { - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; PyObject* tmp; - tmp = ((PyObject*)p->weights); - p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) { - return __pyx_pw_5_cdec_7Decoder_7weights_1__get__(o); -} - -static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v); - } - else { - return __pyx_pw_5_cdec_7Decoder_7weights_5__del__(o); - } -} - -static PyMethodDef __pyx_methods_5_cdec_Decoder[] = { - {__Pyx_NAMESTR("read_weights"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_5read_weights, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("translate"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_7translate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1___iter__[] = { {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_Decoder[] = { - {(char *)"weights", __pyx_getprop_5_cdec_7Decoder_weights, __pyx_setprop_5_cdec_7Decoder_weights, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_Decoder = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -10695,7 +12156,7 @@ static PyNumberMethods __pyx_tp_as_number_Decoder = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Decoder = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -10708,13 +12169,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Decoder = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Decoder = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Decoder = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -10735,12 +12196,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Decoder = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Decoder = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Decoder"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Decoder), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Decoder, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -10750,26 +12211,26 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Decoder, /*tp_as_number*/ - &__pyx_tp_as_sequence_Decoder, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Decoder, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_1___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_1___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_1___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Decoder, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_1___iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec_Decoder, /*tp_traverse*/ - __pyx_tp_clear_5_cdec_Decoder, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Decoder, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_1___iter__, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_Decoder, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -10777,7 +12238,7 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Decoder, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -10791,44 +12252,60 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o); p->__pyx_v_self = 0; + p->__pyx_v_sentence = 0; + p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); + Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } + if (p->__pyx_v_sentence) { + e = (*v)(p->__pyx_v_sentence, a); if (e) return e; + } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sentence); + p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2_kbest[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -10886,7 +12363,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -10899,13 +12376,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_kbest = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -10926,12 +12403,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2_kbest"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -10941,24 +12418,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_2_kbest, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_2_kbest, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_2_kbest, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct____iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_2_kbest, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_2_kbest, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -10968,7 +12445,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -10982,44 +12459,60 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o); p->__pyx_v_self = 0; + p->__pyx_v_size = 0; + p->__pyx_v_tree = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_size); + Py_XDECREF(((PyObject *)p->__pyx_v_tree)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } + if (p->__pyx_v_tree) { + e = (*v)(p->__pyx_v_tree, a); if (e) return e; + } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_tree); + p->__pyx_v_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_tree = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11077,7 +12570,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -11090,13 +12583,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11117,12 +12610,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_kbest_tree"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11132,24 +12625,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_1___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_1___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_1___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_3_kbest_tree, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_1___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_1___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -11159,7 +12652,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11173,60 +12666,60 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o); + p->__pyx_v_fmap = 0; p->__pyx_v_self = 0; - p->__pyx_v_sentence = 0; p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_fmap)); Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; + if (p->__pyx_v_fmap) { + e = (*v)(((PyObject*)p->__pyx_v_fmap), a); if (e) return e; + } if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_sentence) { - e = (*v)(p->__pyx_v_sentence, a); if (e) return e; - } if (p->__pyx_v_size) { e = (*v)(p->__pyx_v_size, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_fmap); + p->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_sentence); - p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_size); p->__pyx_v_size = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2_kbest[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_kbest_features = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11284,7 +12777,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -11297,13 +12790,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_kbest = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11324,12 +12817,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2_kbest"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4_kbest_features"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11339,24 +12832,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_2_kbest, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_2_kbest, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_2_kbest, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_4_kbest_features, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_2_kbest, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_2_kbest, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -11366,7 +12859,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11380,60 +12873,52 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5_sample(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o); p->__pyx_v_self = 0; - p->__pyx_v_size = 0; - p->__pyx_v_tree = 0; + p->__pyx_v_sentence = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(p->__pyx_v_size); - Py_XDECREF(((PyObject *)p->__pyx_v_tree)); + Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_size) { - e = (*v)(p->__pyx_v_size, a); if (e) return e; - } - if (p->__pyx_v_tree) { - e = (*v)(p->__pyx_v_tree, a); if (e) return e; + if (p->__pyx_v_sentence) { + e = (*v)(p->__pyx_v_sentence, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_size); - p->__pyx_v_size = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_tree); - p->__pyx_v_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_sentence); + p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5_sample[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_tree = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5_sample = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11491,7 +12976,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_tree = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5_sample = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -11504,13 +12989,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree = 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5_sample = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5_sample = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11531,12 +13016,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_kbest_tree"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5_sample"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11546,24 +13031,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_3_kbest_tree, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_5_sample, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_5_sample, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_5_sample, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_5_sample, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_5_sample, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -11573,7 +13058,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_5_sample, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11587,60 +13072,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o); - p->__pyx_v_fmap = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o); p->__pyx_v_self = 0; - p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_fmap)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; - if (p->__pyx_v_fmap) { - e = (*v)(((PyObject*)p->__pyx_v_fmap), a); if (e) return e; - } + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_size) { - e = (*v)(p->__pyx_v_size, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_fmap); - p->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_size); - p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_kbest_features = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11698,7 +13167,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_kbest_features = #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -11711,13 +13180,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_kbest_feature 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_6___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11738,12 +13207,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4_kbest_features"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_6___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11753,24 +13222,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_4_kbest_features, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_6___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_6___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_6___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_6___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_6___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -11780,7 +13249,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11794,52 +13263,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5_sample(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7_todot(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o); p->__pyx_v_self = 0; - p->__pyx_v_sentence = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_7_todot(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_sentence) { - e = (*v)(p->__pyx_v_sentence, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_7_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_sentence); - p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5_sample[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_7_todot[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5_sample = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7_todot = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11897,7 +13358,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5_sample = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5_sample = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7_todot = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -11910,13 +13371,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5_sample = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5_sample = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_7_todot = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5_sample = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7_todot = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11937,12 +13398,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5_sample = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7_todot = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5_sample"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7_todot"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7_todot, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11952,24 +13413,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_5_sample, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_5_sample, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_5_sample, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_7_todot, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_7_todot, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_7_todot, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_5_sample, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_7_todot, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_7_todot, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_7_todot, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_5_sample, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_7_todot, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -11979,7 +13440,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_5_sample, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_7_todot, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11993,44 +13454,92 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_lines(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o); - p->__pyx_v_self = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_delta = 0; + p->__pyx_v_i = 0; + p->__pyx_v_label = 0; + p->__pyx_v_weight = 0; + p->__pyx_t_1 = 0; + p->__pyx_t_3 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_self)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_delta); + Py_XDECREF(p->__pyx_v_i); + Py_XDECREF(p->__pyx_v_label); + Py_XDECREF(p->__pyx_v_weight); + Py_XDECREF(p->__pyx_t_1); + Py_XDECREF(p->__pyx_t_3); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_lines(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; - if (p->__pyx_v_self) { - e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_delta) { + e = (*v)(p->__pyx_v_delta, a); if (e) return e; + } + if (p->__pyx_v_i) { + e = (*v)(p->__pyx_v_i, a); if (e) return e; + } + if (p->__pyx_v_label) { + e = (*v)(p->__pyx_v_label, a); if (e) return e; + } + if (p->__pyx_v_weight) { + e = (*v)(p->__pyx_v_weight, a); if (e) return e; + } + if (p->__pyx_t_1) { + e = (*v)(p->__pyx_t_1, a); if (e) return e; + } + if (p->__pyx_t_3) { + e = (*v)(p->__pyx_t_3, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_delta); + p->__pyx_v_delta = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_i); + p->__pyx_v_i = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_label); + p->__pyx_v_label = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_weight); + p->__pyx_v_weight = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_1); + p->__pyx_t_1 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_3); + p->__pyx_t_3 = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8_lines[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_lines = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -12088,7 +13597,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_lines = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -12101,13 +13610,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_6___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8_lines = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_lines = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -12128,12 +13637,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_lines = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_6___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8_lines"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_lines, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -12143,24 +13652,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_6___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_6___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_6___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_8_lines, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_8_lines, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_8_lines, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_6___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_8_lines, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_lines, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_8_lines, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_6___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_8_lines, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -12170,7 +13679,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_8_lines, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -12184,28 +13693,28 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o); p->__pyx_v_i = 0; p->__pyx_v_self = 0; p->__pyx_t_1 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o; Py_XDECREF(p->__pyx_v_i); Py_XDECREF(((PyObject *)p->__pyx_v_self)); Py_XDECREF(p->__pyx_t_1); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_9___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o; if (p->__pyx_v_i) { e = (*v)(p->__pyx_v_i, a); if (e) return e; } @@ -12218,8 +13727,8 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___iter__(PyObject *o, v return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_7___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_9___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_i); p->__pyx_v_i = Py_None; Py_INCREF(Py_None); @@ -12233,11 +13742,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_7___iter__(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_7___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_9___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_9___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -12295,7 +13804,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_9___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -12308,13 +13817,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_7___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_9___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -12335,12 +13844,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_9___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -12350,24 +13859,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_7___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_7___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_7___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_9___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_9___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_9___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_7___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_9___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_7___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_9___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_9___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_7___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_9___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -12377,7 +13886,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_9___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -12391,32 +13900,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_10___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_CandidateSet *)Py_None); Py_INCREF(Py_None); @@ -12424,11 +13933,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8___iter__(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_10___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -12486,7 +13995,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_10___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -12499,13 +14008,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_10___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -12526,12 +14035,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_10___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -12541,24 +14050,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_8___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_8___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_8___iter__, /*tp_as_mapping*/ + 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_27); + __pyx_k_tuple_42 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_42)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_42); __Pyx_INCREF(((PyObject *)__pyx_n_s__TER)); - PyTuple_SET_ITEM(__pyx_k_tuple_27, 0, ((PyObject *)__pyx_n_s__TER)); + PyTuple_SET_ITEM(__pyx_k_tuple_42, 0, ((PyObject *)__pyx_n_s__TER)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__TER)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_27)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_42)); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -13018,20 +14599,20 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Lattice", (PyObject *)&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Lattice = &__pyx_type_5_cdec_Lattice; - if (PyType_Ready(&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Candidate", (PyObject *)&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Candidate", (PyObject *)&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Candidate = &__pyx_type_5_cdec_Candidate; - if (PyType_Ready(&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "SufficientStats", (PyObject *)&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SufficientStats", (PyObject *)&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SufficientStats = &__pyx_type_5_cdec_SufficientStats; - if (PyType_Ready(&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "CandidateSet", (PyObject *)&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "CandidateSet", (PyObject *)&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_CandidateSet = &__pyx_type_5_cdec_CandidateSet; - if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SegmentEvaluator = &__pyx_type_5_cdec_SegmentEvaluator; - if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Scorer = &__pyx_type_5_cdec_Scorer; if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -13050,34 +14631,38 @@ PyMODINIT_FUNC PyInit__cdec(void) __pyx_ptype_5_cdec___pyx_scope_struct_5_sample = &__pyx_type_5_cdec___pyx_scope_struct_5_sample; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_6___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = 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+static PyObject * +__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op) +{ + if (op->func_dict == NULL) { + op->func_dict = PyDict_New(); + if (op->func_dict == NULL) + return NULL; + } + Py_INCREF(op->func_dict); + return op->func_dict; +} +static int +__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; + if (value == NULL) { + PyErr_SetString(PyExc_TypeError, + "function's dictionary may not be deleted"); + return -1; + } + if (!PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "setting function's dictionary to a non-dict"); + return -1; + } + tmp = op->func_dict; + Py_INCREF(value); + op->func_dict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_globals(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + PyObject* dict = PyModule_GetDict(__pyx_m); + Py_XINCREF(dict); + return dict; +} +static PyObject * +__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + Py_INCREF(Py_None); + 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__Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + PyObject_GC_UnTrack(m); + if (m->func_weakreflist != NULL) + PyObject_ClearWeakRefs((PyObject *) m); + __Pyx_CyFunction_clear(m); + PyObject_GC_Del(m); +} +static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) +{ + Py_VISIT(m->func_closure); + Py_VISIT(m->func.m_module); + Py_VISIT(m->func_dict); + Py_VISIT(m->func_name); + Py_VISIT(m->func_doc); + Py_VISIT(m->func_code); + Py_VISIT(m->func_classobj); + Py_VISIT(m->defaults_tuple); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_VISIT(pydefaults[i]); + } + return 0; +} +static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type) +{ + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { + Py_INCREF(func); + return func; + } + if (m->flags & 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diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx index 6fafbbc0..cccfec0b 100644 --- a/python/src/_cdec.pyx +++ b/python/src/_cdec.pyx @@ -14,7 +14,7 @@ class ParseFailed(Exception): pass cdef class Decoder: cdef decoder.Decoder* dec - cdef public DenseVector weights + cdef DenseVector weights def __cinit__(self, char* config): decoder.register_feature_functions() @@ -27,6 +27,22 @@ cdef class Decoder: def __dealloc__(self): del self.dec + property weights: + def __get__(self): + return self.weights + + def __set__(self, weights): + if isinstance(weights, DenseVector): + self.weights.vector[0] = ( weights).vector[0] + elif isinstance(weights, SparseVector): + self.weights.vector.clear() + (( weights).vector[0]).init_vector(self.weights.vector) + elif isinstance(weights, dict): + for fname, fval in weights.items(): + self.weights[fname] = fval + else: + raise TypeError('cannot initialize weights with %s' % type(weights)) + def read_weights(self, cfg): with open(cfg) as fp: for line in fp: diff --git a/python/src/lattice.pxi b/python/src/lattice.pxi index 493c6dcd..f8341e29 100644 --- a/python/src/lattice.pxi +++ b/python/src/lattice.pxi @@ -54,3 +54,15 @@ cdef class Lattice: def __dealloc__(self): del self.lattice + + def todot(self): + def lines(): + yield 'digraph lattice {' + yield 'rankdir = LR;' + yield 'node [shape=circle];' + for i in range(len(self)): + for label, weight, delta in self[i]: + yield '%d -> %d [label="%s"];' % (i, i+delta, label.replace('"', '\\"')) + yield '%d [shape=doublecircle]' % len(self) + yield '}' + return '\n'.join(lines()).encode('utf8') diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi index 67a29f6f..d90eb9a6 100644 --- a/python/src/mteval.pxi +++ b/python/src/mteval.pxi @@ -10,6 +10,15 @@ cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): raise TypeError(error_msg % type(sentence)) return ret +cdef SufficientStats as_stats(x, y): + if isinstance(x, SufficientStats): + return x + elif x == 0 and isinstance(y, SufficientStats): + stats = SufficientStats() + stats.stats = new mteval.SufficientStats() + stats.metric = ( y).metric + return stats + cdef class Candidate: cdef mteval.Candidate* candidate cdef public float score @@ -50,10 +59,12 @@ cdef class SufficientStats: self.stats[0] += other.stats[0] return self - def __add__(SufficientStats x, SufficientStats y): + def __add__(x, y): + cdef SufficientStats sx = as_stats(x, y) + cdef SufficientStats sy = as_stats(y, x) cdef SufficientStats result = SufficientStats() - result.stats = new mteval.SufficientStats(mteval.add(x.stats[0], y.stats[0])) - result.metric = x.metric + result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) + result.metric = sx.metric return result cdef class CandidateSet: diff --git a/python/src/vectors.pxi b/python/src/vectors.pxi index fc0c365f..ce95968c 100644 --- a/python/src/vectors.pxi +++ b/python/src/vectors.pxi @@ -80,6 +80,12 @@ cdef class SparseVector: def __contains__(self, char* fname): return self.vector.nonzero(FDConvert(fname)) + + def __neg__(self): + cdef SparseVector result = SparseVector() + result.vector = new FastSparseVector[weight_t](self.vector[0]) + result.vector[0] *= -1.0 + return result def __iadd__(SparseVector self, SparseVector other): self.vector[0] += other.vector[0] -- cgit v1.2.3 From 42532406b1246e6f17766b804b8bd5cce828f0fa Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Wed, 11 Jul 2012 16:08:43 +0900 Subject: [python] Direct hypergraph access - small API changes (*_trees methods) - decoder config can now passed as arguments --- python/src/_cdec.cpp | 17915 +++++++++++++++++++++++++++++++------------- python/src/_cdec.pyx | 49 +- python/src/decoder.pxd | 4 +- python/src/hypergraph.pxd | 52 +- python/src/hypergraph.pxi | 161 +- python/src/lattice.pxi | 5 +- python/src/mteval.pxi | 10 - python/src/trule.pxi | 55 + python/src/utils.pxd | 12 +- python/test.py | 20 +- 10 files changed, 12924 insertions(+), 5359 deletions(-) create mode 100644 python/src/trule.pxi diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 3a127ba9..e86dcf7b 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Thu Jul 5 16:20:15 2012 */ +/* Generated by Cython 0.16 on Wed Jul 11 16:05:22 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -285,7 +285,9 @@ #include "utils/filelib.h" #include "utils/sampler.h" #include +#include #include "decoder/lattice.h" +#include "decoder/trule.h" #include "decoder/hg.h" #include "decoder/viterbi.h" #include "decoder/hg_io.h" @@ -384,35 +386,51 @@ static const char *__pyx_f[] = { "vectors.pxi", "hypergraph.pxi", "lattice.pxi", + "trule.pxi", "mteval.pxi", }; /*--- Type declarations ---*/ struct __pyx_obj_5_cdec_Scorer; +struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config; +struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr; +struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr; +struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__; +struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__; struct __pyx_obj_5_cdec_CandidateSet; -struct __pyx_obj_5_cdec_SufficientStats; -struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__; +struct __pyx_obj_5_cdec_TRule; +struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees; +struct __pyx_obj_5_cdec_SegmentEvaluator; struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features; -struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree; +struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample; +struct __pyx_obj_5_cdec_Candidate; +struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__; +struct __pyx_obj_5_cdec_HypergraphEdge; +struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__; struct __pyx_obj_5_cdec_Decoder; -struct __pyx_obj_5_cdec_SegmentEvaluator; +struct __pyx_obj_5_cdec_HypergraphNode; struct __pyx_obj_5_cdec_SparseVector; -struct __pyx_obj_5_cdec_Hypergraph; -struct __pyx_obj_5_cdec_Lattice; +struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr; +struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__; struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest; -struct __pyx_obj_5_cdec_Candidate; -struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines; -struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample; struct __pyx_obj_5_cdec_DenseVector; -struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot; +struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines; +struct __pyx_obj_5_cdec_SufficientStats; +struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot; +struct __pyx_obj_5_cdec_Hypergraph; +struct __pyx_obj_5_cdec_Lattice; +struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase; +struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__; +struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__; struct __pyx_opt_args_5_cdec_as_str; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":3 - * cimport mteval +/* "_cdec.pyx":6 + * cimport decoder * * cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< * cdef bytes ret @@ -423,7 +441,7 @@ struct __pyx_opt_args_5_cdec_as_str { PyObject *error_msg; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":122 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112 * return CandidateSet(self) * * cdef class Scorer: # <<<<<<<<<<<<<< @@ -436,197 +454,243 @@ struct __pyx_obj_5_cdec_Scorer { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70 - * return result +/* "_cdec.pyx":27 + * class ParseFailed(Exception): pass * - * cdef class CandidateSet: # <<<<<<<<<<<<<< - * cdef shared_ptr[mteval.SegmentEvaluator]* scorer - * cdef mteval.EvaluationMetric* metric + * def _make_config(config): # <<<<<<<<<<<<<< + * for key, value in config.items(): + * if isinstance(value, dict): */ -struct __pyx_obj_5_cdec_CandidateSet { +struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config { PyObject_HEAD - boost::shared_ptr *scorer; - EvaluationMetric *metric; - training::CandidateSet *cs; + PyObject *__pyx_v_config; + PyObject *__pyx_v_info; + PyObject *__pyx_v_key; + PyObject *__pyx_v_name; + PyObject *__pyx_v_value; + PyObject *__pyx_t_0; + PyObject *__pyx_t_1; + Py_ssize_t __pyx_t_2; + PyObject *(*__pyx_t_3)(PyObject *); + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":36 - * return fmap +/* "_cdec.pyx":53 + * 'csplit', 'tagger', 'lexalign'): + * raise InvalidConfig('formalism "%s" unknown' % formalism) + * config_str = '\n'.join('%s = %s' % kv for kv in _make_config(config)) # <<<<<<<<<<<<<< + * cdef istringstream* config_stream = new istringstream(config_str) + * self.dec = new decoder.Decoder(config_stream) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *__pyx_outer_scope; + PyObject *__pyx_v_kv; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":2 + * def _phrase(phrase): + * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) # <<<<<<<<<<<<<< * - * cdef class SufficientStats: # <<<<<<<<<<<<<< - * cdef mteval.SufficientStats* stats - * cdef mteval.EvaluationMetric* metric + * cdef class TRule: */ -struct __pyx_obj_5_cdec_SufficientStats { +struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr { PyObject_HEAD - SufficientStats *stats; - EvaluationMetric *metric; + struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *__pyx_outer_scope; + PyObject *__pyx_v_w; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":55 - * self.vector.set_value(fid, value) +/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":53 + * return TDConvert(-self.rule.lhs_) * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) - * try: + * def __str__(self): # <<<<<<<<<<<<<< + * scores = ' '.join('%s=%s' % feat for feat in self.scores) + * return '[%s] ||| %s ||| %s ||| %s' % (self.lhs, _phrase(self.f), _phrase(self.e), scores) */ -struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ { PyObject_HEAD - size_t __pyx_v_i; - FastSparseVector::const_iterator *__pyx_v_it; - struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self; - size_t __pyx_t_0; - size_t __pyx_t_1; + struct __pyx_obj_5_cdec_TRule *__pyx_v_self; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":60 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":189 * - * def kbest_features(self, size): # <<<<<<<<<<<<<< - * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) - * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation + * property in_edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.node.in_edges_.size()): */ -struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features { +struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ { PyObject_HEAD - KBest::KBestDerivations,FeatureVectorTraversal>::Derivation *__pyx_v_derivation; - KBest::KBestDerivations,FeatureVectorTraversal> *__pyx_v_derivations; - struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap; - unsigned int __pyx_v_k; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_size; - unsigned int __pyx_t_0; - long __pyx_t_1; + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":46 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":49 + * return hypergraph.AsPLF(self.lattice[0], True).c_str() * - * def kbest_tree(self, size): # <<<<<<<<<<<<<< - * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) - * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): */ -struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree { +struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ { PyObject_HEAD - KBest::KBestDerivations,ETreeTraversal>::Derivation *__pyx_v_derivation; - KBest::KBestDerivations,ETreeTraversal> *__pyx_v_derivations; - unsigned int __pyx_v_k; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_size; - PyObject *__pyx_v_tree; - unsigned int __pyx_t_0; - long __pyx_t_1; + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; }; -/* "_cdec.pyx":15 - * class ParseFailed(Exception): pass +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":121 * - * cdef class Decoder: # <<<<<<<<<<<<<< - * cdef decoder.Decoder* dec - * cdef DenseVector weights + * property nodes: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.hg.nodes_.size()): */ -struct __pyx_obj_5_cdec_Decoder { +struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ { PyObject_HEAD - Decoder *dec; - struct __pyx_obj_5_cdec_DenseVector *weights; + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":103 - * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":60 + * return result * - * cdef class SegmentEvaluator: # <<<<<<<<<<<<<< + * cdef class CandidateSet: # <<<<<<<<<<<<<< * cdef shared_ptr[mteval.SegmentEvaluator]* scorer * cdef mteval.EvaluationMetric* metric */ -struct __pyx_obj_5_cdec_SegmentEvaluator { +struct __pyx_obj_5_cdec_CandidateSet { PyObject_HEAD boost::shared_ptr *scorer; EvaluationMetric *metric; + training::CandidateSet *cs; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":36 - * return sparse - * - * cdef class SparseVector: # <<<<<<<<<<<<<< - * cdef FastSparseVector[weight_t]* vector +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":195 * + * property out_edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.node.out_edges_.size()): */ -struct __pyx_obj_5_cdec_SparseVector { +struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ { PyObject_HEAD - FastSparseVector *vector; + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":4 - * cimport kbest as kb +/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":4 + * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) + * + * cdef class TRule: # <<<<<<<<<<<<<< + * cdef hypergraph.TRule* rule * - * cdef class Hypergraph: # <<<<<<<<<<<<<< - * cdef hypergraph.Hypergraph* hg - * cdef MT19937* rng */ -struct __pyx_obj_5_cdec_Hypergraph { +struct __pyx_obj_5_cdec_TRule { PyObject_HEAD - Hypergraph *hg; - MT19937 *rng; + TRule *rule; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":3 - * cimport lattice - * - * cdef class Lattice: # <<<<<<<<<<<<<< - * cdef lattice.Lattice* lattice +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":43 + * del derivations * + * def kbest_trees(self, size): # <<<<<<<<<<<<<< + * cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal]* f_derivations = new kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal](self.hg[0], size) + * cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal].Derivation* f_derivation */ -struct __pyx_obj_5_cdec_Lattice { +struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees { PyObject_HEAD - Lattice *lattice; + KBest::KBestDerivations,ETreeTraversal>::Derivation *__pyx_v_e_derivation; + KBest::KBestDerivations,ETreeTraversal> *__pyx_v_e_derivations; + PyObject *__pyx_v_e_tree; + KBest::KBestDerivations,FTreeTraversal>::Derivation *__pyx_v_f_derivation; + KBest::KBestDerivations,FTreeTraversal> *__pyx_v_f_derivations; + PyObject *__pyx_v_f_tree; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_size; + unsigned int __pyx_t_0; + long __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":22 - * self.vector[0][fid] = value +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":93 + * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned fid - * for fid in range(1, self.vector.size()): + * cdef class SegmentEvaluator: # <<<<<<<<<<<<<< + * cdef shared_ptr[mteval.SegmentEvaluator]* scorer + * cdef mteval.EvaluationMetric* metric */ -struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ { +struct __pyx_obj_5_cdec_SegmentEvaluator { PyObject_HEAD - unsigned int __pyx_v_fid; - struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self; - size_t __pyx_t_0; - unsigned int __pyx_t_1; + boost::shared_ptr *scorer; + EvaluationMetric *metric; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":32 - * return fmap +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61 + * del e_derivations * - * def kbest(self, size): # <<<<<<<<<<<<<< - * cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size) - * cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation + * def kbest_features(self, size): # <<<<<<<<<<<<<< + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation */ -struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest { +struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features { PyObject_HEAD - KBest::KBestDerivations,ESentenceTraversal>::Derivation *__pyx_v_derivation; - KBest::KBestDerivations,ESentenceTraversal> *__pyx_v_derivations; + KBest::KBestDerivations,FeatureVectorTraversal>::Derivation *__pyx_v_derivation; + KBest::KBestDerivations,FeatureVectorTraversal> *__pyx_v_derivations; + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap; unsigned int __pyx_v_k; struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_sentence; PyObject *__pyx_v_size; unsigned int __pyx_t_0; long __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":22 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 + * del derivations + * + * def sample(self, unsigned n): # <<<<<<<<<<<<<< + * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() + * if self.rng == NULL: + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample { + PyObject_HEAD + std::vector *__pyx_v_hypos; + unsigned int __pyx_v_k; + unsigned int __pyx_v_n; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":12 * return stats * * cdef class Candidate: # <<<<<<<<<<<<<< @@ -640,85 +704,63 @@ struct __pyx_obj_5_cdec_Candidate { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":59 - * - * def todot(self): - * def lines(): # <<<<<<<<<<<<<< - * yield 'digraph lattice {' - * yield 'rankdir = LR;' - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines { - PyObject_HEAD - struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *__pyx_outer_scope; - PyObject *__pyx_v_delta; - PyObject *__pyx_v_i; - PyObject *__pyx_v_label; - PyObject *__pyx_v_weight; - Py_ssize_t __pyx_t_0; - PyObject *__pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); - PyObject *__pyx_t_3; - Py_ssize_t __pyx_t_4; - PyObject *(*__pyx_t_5)(PyObject *); -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":115 * - * def sample(self, unsigned n): # <<<<<<<<<<<<<< - * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() - * if self.rng == NULL: + * property edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.hg.edges_.size()): */ -struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample { +struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ { PyObject_HEAD - std::vector *__pyx_v_hypos; - unsigned int __pyx_v_k; - unsigned int __pyx_v_n; + unsigned int __pyx_v_i; struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_sentence; size_t __pyx_t_0; unsigned int __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3 - * from cython.operator cimport preincrement as pinc - * - * cdef class DenseVector: # <<<<<<<<<<<<<< - * cdef vector[weight_t]* vector # Not owned by DenseVector +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":133 + * include "trule.pxi" * + * cdef class HypergraphEdge: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef hypergraph.HypergraphEdge* edge */ -struct __pyx_obj_5_cdec_DenseVector { +struct __pyx_obj_5_cdec_HypergraphEdge { PyObject_HEAD - std::vector *vector; + struct __pyx_vtabstruct_5_cdec_HypergraphEdge *__pyx_vtab; + Hypergraph *hg; + const Hypergraph::Edge *edge; + struct __pyx_obj_5_cdec_TRule *trule; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":50 - * return hypergraph.AsPLF(self.lattice[0], True).c_str() +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":55 + * self.vector.set_value(fid, value) * * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(len(self)): + * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) + * try: */ -struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; - Py_ssize_t __pyx_t_0; - unsigned int __pyx_t_1; + size_t __pyx_v_i; + FastSparseVector::const_iterator *__pyx_v_it; + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self; + size_t __pyx_t_0; + size_t __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":54 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":44 * return self.stats.size() * * def __iter__(self): # <<<<<<<<<<<<<< * for i in range(len(self)): * yield self.stats[0][i] */ -struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ { PyObject_HEAD PyObject *__pyx_v_i; struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self; @@ -728,34 +770,272 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":95 - * return candidate +/* "_cdec.pyx":38 + * yield key, bytes(value) * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(len(self)): + * cdef class Decoder: # <<<<<<<<<<<<<< + * cdef decoder.Decoder* dec + * cdef DenseVector weights */ -struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ { +struct __pyx_obj_5_cdec_Decoder { PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self; - Py_ssize_t __pyx_t_0; - unsigned int __pyx_t_1; + Decoder *dec; + struct __pyx_obj_5_cdec_DenseVector *weights; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":179 + * raise NotImplemented('comparison not implemented for HypergraphEdge') + * + * cdef class HypergraphNode: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef hypergraph.HypergraphNode* node + */ +struct __pyx_obj_5_cdec_HypergraphNode { + PyObject_HEAD + struct __pyx_vtabstruct_5_cdec_HypergraphNode *__pyx_vtab; + Hypergraph *hg; + const Hypergraph::Node *node; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":36 + * return sparse + * + * cdef class SparseVector: # <<<<<<<<<<<<<< + * cdef FastSparseVector[weight_t]* vector + * + */ +struct __pyx_obj_5_cdec_SparseVector { + PyObject_HEAD + FastSparseVector *vector; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":54 + * + * def __str__(self): + * scores = ' '.join('%s=%s' % feat for feat in self.scores) # <<<<<<<<<<<<<< + * return '[%s] ||| %s ||| %s ||| %s' % (self.lhs, _phrase(self.f), _phrase(self.e), scores) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *__pyx_outer_scope; + PyObject *__pyx_v_feat; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":153 + * + * property tail_nodes: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.edge.tail_nodes_.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self; + unsigned int __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":22 + * self.vector[0][fid] = value + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned fid + * for fid in range(1, self.vector.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ { + PyObject_HEAD + unsigned int __pyx_v_fid; + struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":31 + * return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') + * + * def kbest(self, size): # <<<<<<<<<<<<<< + * cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal]* derivations = new kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal](self.hg[0], size) + * cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal].Derivation* derivation + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest { + PyObject_HEAD + KBest::KBestDerivations,ESentenceTraversal>::Derivation *__pyx_v_derivation; + KBest::KBestDerivations,ESentenceTraversal> *__pyx_v_derivations; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_size; + unsigned int __pyx_t_0; + long __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3 + * from cython.operator cimport preincrement as pinc + * + * cdef class DenseVector: # <<<<<<<<<<<<<< + * cdef vector[weight_t]* vector # Not owned by DenseVector + * + */ +struct __pyx_obj_5_cdec_DenseVector { + PyObject_HEAD + std::vector *vector; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 + * + * def todot(self): + * def lines(): # <<<<<<<<<<<<<< + * yield 'digraph lattice {' + * yield 'rankdir = LR;' + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *__pyx_outer_scope; + PyObject *__pyx_v_delta; + PyObject *__pyx_v_i; + PyObject *__pyx_v_label; + PyObject *__pyx_v_weight; + Py_ssize_t __pyx_t_0; + PyObject *__pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); + PyObject *__pyx_t_3; + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":26 + * return fmap + * + * cdef class SufficientStats: # <<<<<<<<<<<<<< + * cdef mteval.SufficientStats* stats + * cdef mteval.EvaluationMetric* metric + */ +struct __pyx_obj_5_cdec_SufficientStats { + PyObject_HEAD + SufficientStats *stats; + EvaluationMetric *metric; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":57 * del self.lattice * * def todot(self): # <<<<<<<<<<<<<< * def lines(): * yield 'digraph lattice {' */ -struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot { +struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot { PyObject_HEAD struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; }; + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":4 + * cimport kbest + * + * cdef class Hypergraph: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef MT19937* rng + */ +struct __pyx_obj_5_cdec_Hypergraph { + PyObject_HEAD + Hypergraph *hg; + MT19937 *rng; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":3 + * cimport lattice + * + * cdef class Lattice: # <<<<<<<<<<<<<< + * cdef lattice.Lattice* lattice + * + */ +struct __pyx_obj_5_cdec_Lattice { + PyObject_HEAD + Lattice *lattice; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":1 + * def _phrase(phrase): # <<<<<<<<<<<<<< + * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) + * + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase { + PyObject_HEAD + PyObject *__pyx_v_phrase; +}; + + +/* "_cdec.pyx":42 + * cdef DenseVector weights + * + * def __cinit__(self, config_str=None, **config): # <<<<<<<<<<<<<< + * """ Configuration can be given as a string: + * Decoder('formalism = scfg') + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ { + PyObject_HEAD + PyObject *__pyx_v_config; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 + * return candidate + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":179 + * raise NotImplemented('comparison not implemented for HypergraphEdge') + * + * cdef class HypergraphNode: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef hypergraph.HypergraphNode* node + */ + +struct __pyx_vtabstruct_5_cdec_HypergraphNode { + PyObject *(*init)(struct __pyx_obj_5_cdec_HypergraphNode *, Hypergraph *, unsigned int); +}; +static struct __pyx_vtabstruct_5_cdec_HypergraphNode *__pyx_vtabptr_5_cdec_HypergraphNode; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":133 + * include "trule.pxi" + * + * cdef class HypergraphEdge: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef hypergraph.HypergraphEdge* edge + */ + +struct __pyx_vtabstruct_5_cdec_HypergraphEdge { + PyObject *(*init)(struct __pyx_obj_5_cdec_HypergraphEdge *, Hypergraph *, unsigned int); +}; +static struct __pyx_vtabstruct_5_cdec_HypergraphEdge *__pyx_vtabptr_5_cdec_HypergraphEdge; #ifndef CYTHON_REFNANNY #define CYTHON_REFNANNY 0 #endif @@ -838,6 +1118,27 @@ static CYTHON_INLINE PyObject* __Pyx_PyBoolOrNull_FromLong(long b) { return unlikely(b < 0) ? NULL : __Pyx_PyBool_FromLong(b); } +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { + if (likely(PyList_CheckExact(L))) { + if (PyList_Append(L, x) < 0) return NULL; + Py_INCREF(Py_None); + return Py_None; /* this is just to have an accurate signature */ + } + else { + PyObject *r, *m; + m = __Pyx_GetAttrString(L, "append"); + if (!m) return NULL; + r = PyObject_CallFunctionObjArgs(m, x, NULL); + Py_DECREF(m); + return r; + } +} + +#define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL); +static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject *, PyObject *); /*proto*/ + static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); @@ -916,8 +1217,6 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i) return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); } -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); - static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ #define __Pyx_PyObject_AsDouble(obj) \ ((likely(PyFloat_CheckExact(obj))) ? \ @@ -977,6 +1276,18 @@ static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, PyObject *tuple); static int __Pyx_CyFunction_init(void); +#include + +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); /*proto*/ + +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals); /*proto*/ + +#if PY_MAJOR_VERSION >= 3 +#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals +#else +#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals +#endif + static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); @@ -1009,6 +1320,9 @@ static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename); /*proto*/ + static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ #define __Pyx_Generator_USED @@ -1030,11 +1344,10 @@ static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, PyObject *closure); static int __pyx_Generator_init(void); -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename); /*proto*/ - static int __Pyx_check_binary_version(void); +static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ + typedef struct { int code_line; PyCodeObject* code_object; @@ -1079,6 +1392,9 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ static PyTypeObject *__pyx_ptype_5_cdec_DenseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_SparseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; +static PyTypeObject *__pyx_ptype_5_cdec_TRule = 0; +static PyTypeObject *__pyx_ptype_5_cdec_HypergraphEdge = 0; +static PyTypeObject *__pyx_ptype_5_cdec_HypergraphNode = 0; static PyTypeObject *__pyx_ptype_5_cdec_Lattice = 0; static PyTypeObject *__pyx_ptype_5_cdec_Candidate = 0; static PyTypeObject *__pyx_ptype_5_cdec_SufficientStats = 0; @@ -1089,14 +1405,26 @@ static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_trees = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5_sample = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7_todot = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8_lines = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_9___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_10___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8__phrase = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_9_genexpr = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_10___str__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_11_genexpr = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_12___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_13___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_14___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_15___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_16_todot = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_17_lines = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_18___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_19___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_20__make_config = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_21___cinit__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_22_genexpr = 0; static char *__pyx_f_5_cdec_as_str(PyObject *, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args); /*proto*/ static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject *, PyObject *); /*proto*/ #define __Pyx_MODULE_NAME "_cdec" @@ -1104,9 +1432,9 @@ int __pyx_module_is_main__cdec = 0; /* Implementation of '_cdec' */ static PyObject *__pyx_builtin_Exception; +static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_KeyError; static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_NotImplemented; static PyObject *__pyx_builtin_eval; static PyObject *__pyx_builtin_enumerate; @@ -1142,17 +1470,44 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_35__div__(PyObject *__pyx_v_x, P #endif static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_source_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_joshua(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_10kbest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, struct __pyx_obj_5_cdec_Lattice *__pyx_v_lat); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_beam_alpha, PyObject *__pyx_v_density, PyObject *__pyx_v_kwargs); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_28reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_5edges___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_5nodes___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_4goal___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_phrase); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_5arity___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_1f___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_1e___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_6scores___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_3lhs___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule___str__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_14HypergraphEdge___len__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_9head_node___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_10tail_nodes___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4span___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_14feature_values___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4prob___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_2__richcmp__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_y, int __pyx_v_op); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_5trule___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_2__set__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_4__del__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_4span___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_3cat___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode___richcmp__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_y, int __pyx_v_op); /* proto */ static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */ @@ -1186,45 +1541,70 @@ static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__p static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */ static PyObject *__pyx_pf_5_cdec_6Scorer_6__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, char *__pyx_v_config); /* proto */ +static PyObject *__pyx_pf_5_cdec_2_make_config(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_config); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_9__cinit___genexpr(PyObject *__pyx_self); /* proto */ +static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_config_str, PyObject *__pyx_v_config); /* proto */ static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_cfg); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_9formalism___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_sentence, PyObject *__pyx_v_grammar); /* proto */ -static char __pyx_k_1[] = "cannot take the dot product of %s and SparseVector"; -static char __pyx_k_2[] = "comparison not implemented for SparseVector"; -static char __pyx_k_10[] = "csplit_preserve_full_word"; -static char __pyx_k_11[] = "cannot reweight hypergraph with %s"; -static char __pyx_k_13[] = "Cannot create lattice from %s"; -static char __pyx_k_14[] = "lattice index out of range"; -static char __pyx_k_19[] = "digraph lattice {"; - static char __pyx_k_20[] = "rankdir = LR;"; - static char __pyx_k_21[] = "node [shape=circle];"; - static char __pyx_k_22[] = "%d -> %d [label=\"%s\"];"; - static char __pyx_k_23[] = "\""; - static char __pyx_k_24[] = "\\\""; - static char __pyx_k_26[] = "%d [shape=doublecircle]"; -static char __pyx_k_27[] = "}"; -static char __pyx_k_30[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi"; -static char __pyx_k_31[] = "\n"; -static char __pyx_k_33[] = "Cannot convert type %s to str"; -static char __pyx_k_35[] = "candidate set index out of range"; -static char __pyx_k_37[] = "cannot initialize weights with %s"; -static char __pyx_k_40[] = "Cannot translate input type %s"; +static char __pyx_k_1[] = "Cannot convert type %s to str"; +static char __pyx_k_3[] = "cannot take the dot product of %s and SparseVector"; +static char __pyx_k_4[] = "comparison not implemented for SparseVector"; +static char __pyx_k_6[] = "csplit_preserve_full_word"; +static char __pyx_k_7[] = "cannot reweight hypergraph with %s"; +static char __pyx_k_8[] = "[%s,%d]"; +static char __pyx_k_10[] = " "; +static char __pyx_k_11[] = "%s=%s"; +static char __pyx_k_12[] = "[%s] ||| %s ||| %s ||| %s"; +static char __pyx_k_13[] = "comparison not implemented for HypergraphEdge"; +static char __pyx_k_15[] = "comparison not implemented for HypergraphNode"; +static char __pyx_k_18[] = "Cannot create lattice from %s"; +static char __pyx_k_19[] = "lattice index out of range"; +static char __pyx_k_23[] = "digraph lattice {"; + static char __pyx_k_24[] = "rankdir = LR;"; + static char __pyx_k_25[] = "node [shape=circle];"; + static char __pyx_k_26[] = "%d -> %d [label=\"%s\"];"; + static char __pyx_k_27[] = "\""; + static char __pyx_k_28[] = "\\\""; + static char __pyx_k_30[] = "%d [shape=doublecircle]"; +static char __pyx_k_31[] = "}"; +static char __pyx_k_34[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi"; +static char __pyx_k_35[] = "\n"; +static char __pyx_k_37[] = "candidate set index out of range"; +static char __pyx_k_39[] = "%s %s"; +static char __pyx_k_40[] = "%s = %s"; +static char __pyx_k_42[] = "formalism \"%s\" unknown"; +static char __pyx_k_43[] = "cannot initialize weights with %s"; +static char __pyx_k_44[] = "#"; +static char __pyx_k_48[] = "Cannot translate input type %s"; +static char __pyx_k_51[] = "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi"; +static char __pyx_k_56[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx"; +static char __pyx_k__e[] = "e"; +static char __pyx_k__f[] = "f"; static char __pyx_k__i[] = "i"; static char __pyx_k__k[] = "k"; +static char __pyx_k__pb[] = "pb"; static char __pyx_k__TER[] = "TER"; static char __pyx_k__dot[] = "dot"; +static char __pyx_k__fst[] = "fst"; +static char __pyx_k__get[] = "get"; static char __pyx_k__inp[] = "inp"; +static char __pyx_k__key[] = "key"; +static char __pyx_k__lhs[] = "lhs"; static char __pyx_k__plf[] = "plf"; static char __pyx_k__BLEU[] = "BLEU"; static char __pyx_k__eval[] = "eval"; +static char __pyx_k__info[] = "info"; static char __pyx_k__join[] = "join"; static char __pyx_k__name[] = "name"; static char __pyx_k__open[] = "open"; static char __pyx_k__refs[] = "refs"; +static char __pyx_k__scfg[] = "scfg"; static char __pyx_k__self[] = "self"; +static char __pyx_k__span[] = "span"; static char __pyx_k__utf8[] = "utf8"; static char __pyx_k___cdec[] = "_cdec"; static char __pyx_k__delta[] = "delta"; @@ -1234,11 +1614,17 @@ static char __pyx_k__lines[] = "lines"; static char __pyx_k__range[] = "range"; static char __pyx_k__split[] = "split"; static char __pyx_k__strip[] = "strip"; +static char __pyx_k__value[] = "value"; static char __pyx_k__config[] = "config"; -static char __pyx_k__decode[] = "decode"; +static char __pyx_k__csplit[] = "csplit"; static char __pyx_k__encode[] = "encode"; +static char __pyx_k__phrase[] = "phrase"; +static char __pyx_k__scores[] = "scores"; +static char __pyx_k__tagger[] = "tagger"; static char __pyx_k__weight[] = "weight"; +static char __pyx_k___phrase[] = "_phrase"; static char __pyx_k__density[] = "density"; +static char __pyx_k__genexpr[] = "genexpr"; static char __pyx_k__grammar[] = "grammar"; static char __pyx_k__replace[] = "replace"; static char __pyx_k__IBM_BLEU[] = "IBM_BLEU"; @@ -1247,41 +1633,62 @@ static char __pyx_k____exit__[] = "__exit__"; static char __pyx_k____main__[] = "__main__"; static char __pyx_k____test__[] = "__test__"; static char __pyx_k__encoding[] = "encoding"; +static char __pyx_k__in_edges[] = "in_edges"; +static char __pyx_k__lexalign[] = "lexalign"; +static char __pyx_k__lextrans[] = "lextrans"; static char __pyx_k__sentence[] = "sentence"; static char __pyx_k__Exception[] = "Exception"; 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__pyx_t_3; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; + int __pyx_t_4; + int __pyx_t_5; + PyObject *__pyx_t_6 = NULL; + PyObject *__pyx_t_7 = NULL; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { @@ -4136,91 +4719,155 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_15generator3(__pyx_GeneratorObject return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":47 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 * - * def kbest_tree(self, size): - * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) # 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__Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); __pyx_exc_lineno = __pyx_lineno; goto __pyx_L6; } __pyx_L6:; - delete __pyx_cur_scope->__pyx_v_derivations; + delete __pyx_cur_scope->__pyx_v_f_derivations; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":59 + * finally: + * del f_derivations + * del e_derivations # <<<<<<<<<<<<<< + * + * def kbest_features(self, size): + */ + delete __pyx_cur_scope->__pyx_v_e_derivations; switch (__pyx_why) { case 4: { __Pyx_ErrRestore(__pyx_exc_type, __pyx_exc_value, __pyx_exc_tb); @@ -4273,9 +4929,9 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_15generator3(__pyx_GeneratorObject PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_AddTraceback("kbest_tree", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_6); + __Pyx_XDECREF(__pyx_t_7); + __Pyx_AddTraceback("kbest_trees", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; @@ -4295,12 +4951,12 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_17kbest_features(PyObject *__pyx_v return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":60 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61 + * del e_derivations * * def kbest_features(self, size): # <<<<<<<<<<<<<< - * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) - * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size) { @@ -4324,7 +4980,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_size); __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_size); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_18generator4, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_18generator4, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -4360,19 +5016,19 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":62 * * def kbest_features(self, size): - * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) # <<<<<<<<<<<<<< - * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) # <<<<<<<<<<<<<< + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation * cdef SparseVector fmap */ - __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_cur_scope->__pyx_v_derivations = new KBest::KBestDerivations,FeatureVectorTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":65 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":66 * cdef SparseVector fmap * cdef unsigned k * try: # <<<<<<<<<<<<<< @@ -4381,18 +5037,18 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject */ /*try:*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":66 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":67 * cdef unsigned k * try: * for k in range(size): # <<<<<<<<<<<<<< * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) * if not derivation: break */ - __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L5;} + __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L5;} for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_2; __pyx_t_1+=1) { __pyx_cur_scope->__pyx_v_k = __pyx_t_1; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":67 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":68 * try: * for k in range(size): * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<< @@ -4401,7 +5057,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject */ __pyx_cur_scope->__pyx_v_derivation = __pyx_cur_scope->__pyx_v_derivations->LazyKthBest((__pyx_cur_scope->__pyx_v_self->hg->nodes_.size() - 1), __pyx_cur_scope->__pyx_v_k); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":68 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69 * for k in range(size): * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) * if not derivation: break # <<<<<<<<<<<<<< @@ -4415,14 +5071,14 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject } __pyx_L9:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":70 * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) * if not derivation: break * fmap = SparseVector() # <<<<<<<<<<<<<< * fmap.vector = new FastSparseVector[weight_t](derivation._yield) * yield fmap */ - __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L5;} + __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L5;} __Pyx_GOTREF(__pyx_t_4); __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); @@ -4430,7 +5086,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject __pyx_cur_scope->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_4); __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":70 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":71 * if not derivation: break * fmap = SparseVector() * fmap.vector = new FastSparseVector[weight_t](derivation._yield) # <<<<<<<<<<<<<< @@ -4439,7 +5095,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject */ __pyx_cur_scope->__pyx_v_fmap->vector = new FastSparseVector(__pyx_cur_scope->__pyx_v_derivation->yield); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":71 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":72 * fmap = SparseVector() * fmap.vector = new FastSparseVector[weight_t](derivation._yield) * yield fmap # <<<<<<<<<<<<<< @@ -4458,12 +5114,12 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject __pyx_L10_resume_from_yield:; __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L5;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L5;} } __pyx_L8_break:; } - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":73 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":74 * yield fmap * finally: * del derivations # <<<<<<<<<<<<<< @@ -4517,7 +5173,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, P __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("sample (wrapper)", 0); assert(__pyx_arg_n); { - __pyx_v_n = __Pyx_PyInt_AsUnsignedInt(__pyx_arg_n); if (unlikely((__pyx_v_n == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_n = __Pyx_PyInt_AsUnsignedInt(__pyx_arg_n); if (unlikely((__pyx_v_n == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -4530,7 +5186,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, P return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 * del derivations * * def sample(self, unsigned n): # <<<<<<<<<<<<<< @@ -4557,7 +5213,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_H __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __pyx_cur_scope->__pyx_v_n = __pyx_v_n; { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_21generator5, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_21generator5, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -4594,9 +5250,9 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":77 * * def sample(self, unsigned n): * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() # <<<<<<<<<<<<<< @@ -4605,7 +5261,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject */ __pyx_cur_scope->__pyx_v_hypos = new std::vector(); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":77 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78 * def sample(self, unsigned n): * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() * if self.rng == NULL: # <<<<<<<<<<<<<< @@ -4615,33 +5271,33 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject __pyx_t_1 = (__pyx_cur_scope->__pyx_v_self->rng == NULL); if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":79 * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() * if self.rng == NULL: * self.rng = new MT19937() # <<<<<<<<<<<<<< * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) - * cdef str sentence + * cdef unsigned k */ __pyx_cur_scope->__pyx_v_self->rng = new MT19937(); goto __pyx_L4; } __pyx_L4:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":79 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":80 * if self.rng == NULL: * self.rng = new MT19937() * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) # <<<<<<<<<<<<<< - * cdef str sentence * cdef unsigned k + * try: */ HypergraphSampler::sample_hypotheses((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_cur_scope->__pyx_v_n, __pyx_cur_scope->__pyx_v_self->rng, __pyx_cur_scope->__pyx_v_hypos); /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":82 - * cdef str sentence + * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) * cdef unsigned k * try: # <<<<<<<<<<<<<< * for k in range(hypos.size()): - * 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(unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;} - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_r = __pyx_t_5; - __pyx_t_5 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; + __pyx_r = __pyx_t_4; + __pyx_t_4 = 0; __pyx_cur_scope->__pyx_t_0 = __pyx_t_2; __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; __Pyx_XGIVEREF(__pyx_r); @@ -4696,16 +5344,16 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject __pyx_L10_resume_from_yield:; __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; __pyx_t_3 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} } } - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":87 - * yield sentence.decode('utf8') + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":86 + * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') * finally: * del hypos # <<<<<<<<<<<<<< * - * # TODO richer k-best/sample output (feature vectors, trees?) + * def intersect(self, Lattice lat): */ /*finally:*/ { int __pyx_why; @@ -4715,8 +5363,8 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject __pyx_why = 0; goto __pyx_L7; __pyx_L6: { __pyx_why = 4; - __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); __pyx_exc_lineno = __pyx_lineno; goto __pyx_L7; @@ -4753,7 +5401,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("intersect (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_lat), __pyx_ptype_5_cdec_Lattice, 1, "lat", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_lat), __pyx_ptype_5_cdec_Lattice, 1, "lat", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_10Hypergraph_22intersect(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_lat)); goto __pyx_L0; __pyx_L1_error:; @@ -4763,8 +5411,8 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91 - * # TODO richer k-best/sample output (feature vectors, trees?) +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":88 + * del hypos * * def intersect(self, Lattice lat): # <<<<<<<<<<<<<< * return hypergraph.Intersect(lat.lattice[0], self.hg) @@ -4780,7 +5428,7 @@ static PyObject 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((PyDict_Contains(((PyObject *)__pyx_v_kwargs), ((PyObject *)__pyx_n_s_6)))); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":97 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":94 * cdef hypergraph.EdgeMask* preserve_mask = NULL * if 'csplit_preserve_full_word' in kwargs: * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) # <<<<<<<<<<<<<< @@ -4921,7 +5569,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hy */ __pyx_v_preserve_mask = new std::vector(__pyx_v_self->hg->edges_.size()); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":98 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":95 * if 'csplit_preserve_full_word' in kwargs: * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) * 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_PyFloat_AsDouble(__pyx_v_beam_alpha); if (unlikely((__pyx_t_2 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_PyFloat_AsDouble(__pyx_v_density); if (unlikely((__pyx_t_3 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->hg->PruneInsideOutside(__pyx_t_2, __pyx_t_3, __pyx_v_preserve_mask, 0, 1.0, 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":100 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":97 * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) * if preserve_mask: # <<<<<<<<<<<<<< @@ -4954,7 +5602,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hy __pyx_t_1 = (__pyx_v_preserve_mask != 0); if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":101 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":98 * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) * if preserve_mask: * del preserve_mask # <<<<<<<<<<<<<< @@ -4988,7 +5636,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_27lattice(PyObject *__pyx_v_self, return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":103 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":100 * del preserve_mask * * def lattice(self): # TODO direct hg -> lattice conversion in cdec # <<<<<<<<<<<<<< @@ -5008,20 +5656,20 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_ int __pyx_clineno = 0; __Pyx_RefNannySetupContext("lattice", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":104 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":101 * * def lattice(self): # TODO direct hg -> lattice conversion in cdec * cdef str plf = hypergraph.AsPLF(self.hg[0], True).c_str() # <<<<<<<<<<<<<< * return Lattice(eval(plf)) * */ - __pyx_t_1 = PyBytes_FromString(HypergraphIO::AsPLF((__pyx_v_self->hg[0]), 1).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyBytes_FromString(HypergraphIO::AsPLF((__pyx_v_self->hg[0]), 1).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_1)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_1))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_1)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_1))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_plf = ((PyObject*)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":105 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":102 * def lattice(self): # TODO direct hg -> lattice conversion in cdec * cdef str plf = hypergraph.AsPLF(self.hg[0], True).c_str() * return Lattice(eval(plf)) # <<<<<<<<<<<<<< @@ -5029,17 +5677,17 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_ * def reweight(self, weights): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_Globals(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_Globals(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); if (((PyObject *)__pyx_v_plf)) { - if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__plf), ((PyObject *)__pyx_v_plf)) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__plf), ((PyObject *)__pyx_v_plf)) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } if (((PyObject *)__pyx_v_self)) { - if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__self), ((PyObject *)__pyx_v_self)) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = 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__pyx_pw_5_cdec_11DenseVector_7__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_DenseVector, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_DenseVector, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_SparseVector(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_12SparseVector_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_5_cdec_12SparseVector_7__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = { + {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_3copy, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_12dot, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SparseVector = { + __pyx_pw_5_cdec_12SparseVector_30__add__, /*nb_add*/ + __pyx_pw_5_cdec_12SparseVector_32__sub__, /*nb_subtract*/ + __pyx_pw_5_cdec_12SparseVector_34__mul__, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_5_cdec_12SparseVector_36__div__, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + __pyx_pw_5_cdec_12SparseVector_20__neg__, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + __pyx_pw_5_cdec_12SparseVector_22__iadd__, /*nb_inplace_add*/ + __pyx_pw_5_cdec_12SparseVector_24__isub__, /*nb_inplace_subtract*/ + __pyx_pw_5_cdec_12SparseVector_26__imul__, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_5_cdec_12SparseVector_28__idiv__, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_SparseVector = { + __pyx_pw_5_cdec_12SparseVector_16__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_SparseVector, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + __pyx_pw_5_cdec_12SparseVector_18__contains__, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SparseVector = { + __pyx_pw_5_cdec_12SparseVector_16__len__, /*mp_length*/ + __pyx_pw_5_cdec_12SparseVector_5__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_5_cdec_SparseVector, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_SparseVector = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_SparseVector = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SparseVector"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SparseVector), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SparseVector, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_SparseVector, /*tp_as_number*/ + &__pyx_tp_as_sequence_SparseVector, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SparseVector, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_SparseVector, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + __pyx_pw_5_cdec_12SparseVector_14__richcmp__, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_12SparseVector_9__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SparseVector, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_SparseVector, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_edges(PyObject *o, void *x) { + return __pyx_pw_5_cdec_10Hypergraph_5edges_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_nodes(PyObject *o, void *x) { + return __pyx_pw_5_cdec_10Hypergraph_5nodes_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_goal(PyObject *o, void *x) { + return __pyx_pw_5_cdec_10Hypergraph_4goal_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { + {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_trees"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_trees, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7viterbi_features, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_joshua"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_joshua, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_11kbest, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest_trees"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_14kbest_trees, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_17kbest_features, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_20sample, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_23intersect, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_25prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_27lattice, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_29reweight, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_Hypergraph[] = { + {(char *)"edges", __pyx_getprop_5_cdec_10Hypergraph_edges, 0, 0, 0}, + {(char *)"nodes", __pyx_getprop_5_cdec_10Hypergraph_nodes, 0, 0, 0}, + {(char *)"goal", __pyx_getprop_5_cdec_10Hypergraph_goal, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Hypergraph = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Hypergraph = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_Hypergraph = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Hypergraph, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Hypergraph, /*tp_as_number*/ + &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Hypergraph, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Hypergraph, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_Hypergraph, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Hypergraph, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_TRule(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_TRule(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_arity(PyObject *o, void *x) { + return __pyx_pw_5_cdec_5TRule_5arity_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_f(PyObject *o, void *x) { + return __pyx_pw_5_cdec_5TRule_1f_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_e(PyObject *o, void *x) { + return __pyx_pw_5_cdec_5TRule_1e_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_scores(PyObject *o, void *x) { + return __pyx_pw_5_cdec_5TRule_6scores_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_lhs(PyObject *o, void *x) { + return __pyx_pw_5_cdec_5TRule_3lhs_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_TRule[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_TRule[] = { + {(char *)"arity", __pyx_getprop_5_cdec_5TRule_arity, 0, 0, 0}, + {(char *)"f", __pyx_getprop_5_cdec_5TRule_f, 0, 0, 0}, + {(char *)"e", __pyx_getprop_5_cdec_5TRule_e, 0, 0, 0}, + {(char *)"scores", __pyx_getprop_5_cdec_5TRule_scores, 0, 0, 0}, + {(char *)"lhs", __pyx_getprop_5_cdec_5TRule_lhs, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_TRule = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_TRule = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_TRule = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_TRule = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_TRule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.TRule"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_TRule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_TRule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_TRule, /*tp_as_number*/ + &__pyx_tp_as_sequence_TRule, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_TRule, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_5_cdec_5TRule_1__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_TRule, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_TRule, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_TRule, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_TRule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_5_cdec_HypergraphEdge __pyx_vtable_5_cdec_HypergraphEdge; + +static PyObject *__pyx_tp_new_5_cdec_HypergraphEdge(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec_HypergraphEdge *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_HypergraphEdge *)o); + p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphEdge; + p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + return o; +} + +static void __pyx_tp_dealloc_5_cdec_HypergraphEdge(PyObject *o) { + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + Py_XDECREF(((PyObject *)p->trule)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec_HypergraphEdge(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + if (p->trule) { + e = (*v)(((PyObject*)p->trule), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec_HypergraphEdge(PyObject *o) { + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + PyObject* tmp; + tmp = ((PyObject*)p->trule); + p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_head_node(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_9head_node_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_10tail_nodes_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_span(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_4span_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_feature_values(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_prob(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_4prob_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_trule(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(o); +} + +static int __pyx_setprop_5_cdec_14HypergraphEdge_trule(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_3__set__(o, v); + } + else { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_5_cdec_HypergraphEdge[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphEdge[] = { + {(char *)"head_node", __pyx_getprop_5_cdec_14HypergraphEdge_head_node, 0, 0, 0}, + {(char *)"tail_nodes", __pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes, 0, 0, 0}, + {(char *)"span", __pyx_getprop_5_cdec_14HypergraphEdge_span, 0, 0, 0}, + {(char *)"feature_values", __pyx_getprop_5_cdec_14HypergraphEdge_feature_values, 0, 0, 0}, + {(char *)"prob", __pyx_getprop_5_cdec_14HypergraphEdge_prob, 0, 0, 0}, + {(char *)"trule", __pyx_getprop_5_cdec_14HypergraphEdge_trule, __pyx_setprop_5_cdec_14HypergraphEdge_trule, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_HypergraphEdge = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_HypergraphEdge = { + __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_HypergraphEdge = { + __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_HypergraphEdge = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_HypergraphEdge = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.HypergraphEdge"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_HypergraphEdge), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_HypergraphEdge, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_HypergraphEdge, /*tp_as_number*/ + &__pyx_tp_as_sequence_HypergraphEdge, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_HypergraphEdge, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_HypergraphEdge, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec_HypergraphEdge, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_HypergraphEdge, /*tp_clear*/ + __pyx_pw_5_cdec_14HypergraphEdge_3__richcmp__, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_HypergraphEdge, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_HypergraphEdge, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_HypergraphEdge, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_5_cdec_HypergraphNode __pyx_vtable_5_cdec_HypergraphNode; + +static PyObject *__pyx_tp_new_5_cdec_HypergraphNode(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec_HypergraphNode *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_HypergraphNode *)o); + p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphNode; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_HypergraphNode(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_in_edges(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_8in_edges_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_out_edges(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_9out_edges_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_span(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_4span_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_cat(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_3cat_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_HypergraphNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphNode[] = { + {(char *)"in_edges", __pyx_getprop_5_cdec_14HypergraphNode_in_edges, 0, 0, 0}, + {(char *)"out_edges", __pyx_getprop_5_cdec_14HypergraphNode_out_edges, 0, 0, 0}, + {(char *)"span", __pyx_getprop_5_cdec_14HypergraphNode_span, 0, 0, 0}, + {(char *)"cat", __pyx_getprop_5_cdec_14HypergraphNode_cat, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_HypergraphNode = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_HypergraphNode = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_HypergraphNode = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_HypergraphNode = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_HypergraphNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.HypergraphNode"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_HypergraphNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_HypergraphNode, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_HypergraphNode, /*tp_as_number*/ + &__pyx_tp_as_sequence_HypergraphNode, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_HypergraphNode, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_HypergraphNode, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + __pyx_pw_5_cdec_14HypergraphNode_1__richcmp__, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_HypergraphNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_HypergraphNode, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_HypergraphNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_7Lattice_14__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_5_cdec_Lattice(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_5_cdec_7Lattice_5__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { + {__Pyx_NAMESTR("todot"), (PyCFunction)__pyx_pw_5_cdec_7Lattice_16todot, METH_NOARGS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Lattice = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Lattice = { + __pyx_pw_5_cdec_7Lattice_7__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_Lattice, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Lattice = { + __pyx_pw_5_cdec_7Lattice_7__len__, /*mp_length*/ + __pyx_pw_5_cdec_7Lattice_3__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Lattice = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_Lattice = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Lattice, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Lattice, /*tp_as_number*/ + &__pyx_tp_as_sequence_Lattice, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_5_cdec_7Lattice_9__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_7Lattice_11__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Lattice, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + __pyx_pw_5_cdec_7Lattice_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Candidate(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_5words_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_4fmap_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_5score_1__get__(o); +} + +static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_9Candidate_5score_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_Candidate[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_Candidate[] = { + {(char *)"words", __pyx_getprop_5_cdec_9Candidate_words, 0, 0, 0}, + {(char *)"fmap", __pyx_getprop_5_cdec_9Candidate_fmap, 0, 0, 0}, + {(char *)"score", __pyx_getprop_5_cdec_9Candidate_score, __pyx_setprop_5_cdec_9Candidate_score, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Candidate = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Candidate = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Candidate = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Candidate = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_Candidate = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Candidate"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Candidate), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Candidate, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Candidate, /*tp_as_number*/ + &__pyx_tp_as_sequence_Candidate, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Candidate, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Candidate, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Candidate, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_Candidate, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Candidate, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) { + return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, void *x) { + return __pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_SufficientStats[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = { + {(char *)"score", __pyx_getprop_5_cdec_15SufficientStats_score, 0, 0, 0}, + {(char *)"detail", __pyx_getprop_5_cdec_15SufficientStats_detail, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_10__add__, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + __pyx_pw_5_cdec_15SufficientStats_8__iadd__, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_SufficientStats = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_SufficientStats = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SufficientStats"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SufficientStats), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SufficientStats, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_SufficientStats, /*tp_as_number*/ + &__pyx_tp_as_sequence_SufficientStats, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SufficientStats, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_SufficientStats, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_15SufficientStats_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SufficientStats, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_SufficientStats, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_SufficientStats, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_CandidateSet(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + if (__pyx_pw_5_cdec_12CandidateSet_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_5_cdec_CandidateSet(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_5_cdec_CandidateSet(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyMethodDef __pyx_methods_5_cdec_CandidateSet[] = { + {__Pyx_NAMESTR("add_kbest"), (PyCFunction)__pyx_pw_5_cdec_12CandidateSet_12add_kbest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_CandidateSet = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_CandidateSet, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*mp_length*/ + __pyx_pw_5_cdec_12CandidateSet_7__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_CandidateSet = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_CandidateSet = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.CandidateSet"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_CandidateSet), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_CandidateSet, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_CandidateSet, /*tp_as_number*/ + &__pyx_tp_as_sequence_CandidateSet, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_CandidateSet, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_CandidateSet, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_12CandidateSet_9__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_CandidateSet, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_CandidateSet, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_SegmentEvaluator(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_5_cdec_SegmentEvaluator[] = { + {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_NOARGS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SegmentEvaluator = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_SegmentEvaluator = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SegmentEvaluator = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_SegmentEvaluator = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SegmentEvaluator"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SegmentEvaluator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SegmentEvaluator, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_SegmentEvaluator, /*tp_as_number*/ + &__pyx_tp_as_sequence_SegmentEvaluator, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SegmentEvaluator, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_SegmentEvaluator, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SegmentEvaluator, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_SegmentEvaluator, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Scorer(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + if (__pyx_pw_5_cdec_6Scorer_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Scorer(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_6Scorer_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_5_cdec_Scorer[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Scorer = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Scorer = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Scorer = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Scorer = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_Scorer = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Scorer"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Scorer), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Scorer, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Scorer, /*tp_as_number*/ + &__pyx_tp_as_sequence_Scorer, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Scorer, /*tp_as_mapping*/ + 0, /*tp_hash*/ + __pyx_pw_5_cdec_6Scorer_5__call__, /*tp_call*/ + __pyx_pw_5_cdec_6Scorer_7__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Scorer, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Scorer, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Scorer, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec_Decoder *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_Decoder *)o); + p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_5_cdec_7Decoder_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Decoder(PyObject *o) { + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_7Decoder_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_XDECREF(((PyObject *)p->weights)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec_Decoder(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + if (p->weights) { + e = (*v)(((PyObject*)p->weights), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) { + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + PyObject* tmp; + tmp = ((PyObject*)p->weights); + p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) { + return __pyx_pw_5_cdec_7Decoder_7weights_1__get__(o); +} + +static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_7Decoder_formalism(PyObject *o, void *x) { + return __pyx_pw_5_cdec_7Decoder_9formalism_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_Decoder[] = { + {__Pyx_NAMESTR("read_weights"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_5read_weights, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("translate"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_7translate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_Decoder[] = { + {(char *)"weights", __pyx_getprop_5_cdec_7Decoder_weights, __pyx_setprop_5_cdec_7Decoder_weights, 0, 0}, + {(char *)"formalism", __pyx_getprop_5_cdec_7Decoder_formalism, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Decoder = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Decoder = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Decoder = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Decoder = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_Decoder = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Decoder"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Decoder), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Decoder, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Decoder, /*tp_as_number*/ + &__pyx_tp_as_sequence_Decoder, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Decoder, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Decoder, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec_Decoder, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_Decoder, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Decoder, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_Decoder, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Decoder, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct____iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} - /* "_cdec.pyx":67 - * if observer.hypergraph == NULL: - * raise ParseFailed() - * cdef Hypergraph hg = Hypergraph() # <<<<<<<<<<<<<< - * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) - * return hg - */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Hypergraph)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_hg = ((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_t_1); - __pyx_t_1 = 0; +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1___iter__[] = { + {0, 0, 0, 0} +}; - /* "_cdec.pyx":68 - * raise ParseFailed() - * cdef Hypergraph hg = Hypergraph() - * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) # <<<<<<<<<<<<<< - * return hg - */ - __pyx_v_hg->hg = new Hypergraph((__pyx_v_observer.hypergraph[0])); +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; - /* "_cdec.pyx":69 - * cdef Hypergraph hg = Hypergraph() - * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) - * return hg # <<<<<<<<<<<<<< - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_hg)); - __pyx_r = ((PyObject *)__pyx_v_hg); - goto __pyx_L0; +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("_cdec.Decoder.translate", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; - __pyx_L0:; - __Pyx_XDECREF(__pyx_v_inp); - __Pyx_XDECREF((PyObject *)__pyx_v_hg); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1___iter__ = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; -static PyObject *__pyx_tp_new_5_cdec_DenseVector(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number___pyx_scope_struct_1___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_1___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_1___iter__, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_1___iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_1___iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o); + p->__pyx_v_self = 0; + p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_DenseVector(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_DenseVector(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; -} -static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, PyObject *v) { - if (v) { - return __pyx_pw_5_cdec_11DenseVector_5__setitem__(o, i, v); +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; } + return 0; } -static PyMethodDef __pyx_methods_5_cdec_DenseVector[] = { - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_10dot, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_12tosparse, METH_NOARGS, __Pyx_DOCSTR(0)}, +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2_kbest[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_DenseVector = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -10033,11 +17076,11 @@ static PyNumberMethods __pyx_tp_as_number_DenseVector = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { - __pyx_pw_5_cdec_11DenseVector_1__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_DenseVector, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -10046,13 +17089,13 @@ static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_DenseVector = { - __pyx_pw_5_cdec_11DenseVector_1__len__, /*mp_length*/ - __pyx_pw_5_cdec_11DenseVector_3__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_DenseVector, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_kbest = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_DenseVector = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -10073,12 +17116,12 @@ static PyBufferProcs __pyx_tp_as_buffer_DenseVector = { #endif }; -static PyTypeObject __pyx_type_5_cdec_DenseVector = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.DenseVector"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_DenseVector), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2_kbest"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_DenseVector, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -10088,24 +17131,24 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_DenseVector, /*tp_as_number*/ - &__pyx_tp_as_sequence_DenseVector, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_DenseVector, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_2_kbest, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_2_kbest, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_2_kbest, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_DenseVector, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_2_kbest, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_11DenseVector_7__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_DenseVector, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_2_kbest, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -10115,7 +17158,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_DenseVector, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -10129,60 +17172,78 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_trees(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o); + p->__pyx_v_e_tree = 0; + p->__pyx_v_f_tree = 0; + p->__pyx_v_self = 0; + p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_SparseVector(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_12SparseVector_1__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_trees(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_e_tree)); + Py_XDECREF(((PyObject *)p->__pyx_v_f_tree)); + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; -} -static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) { - if (v) { - return __pyx_pw_5_cdec_12SparseVector_7__setitem__(o, i, v); +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_trees(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o; + if (p->__pyx_v_e_tree) { + e = (*v)(p->__pyx_v_e_tree, a); if (e) return e; } - else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; + if (p->__pyx_v_f_tree) { + e = (*v)(p->__pyx_v_f_tree, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; } + return 0; } -static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = { - {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_3copy, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_12dot, METH_O, __Pyx_DOCSTR(0)}, +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_trees(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_e_tree); + p->__pyx_v_e_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_tree); + p->__pyx_v_f_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_trees[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_30__add__, /*nb_add*/ - __pyx_pw_5_cdec_12SparseVector_32__sub__, /*nb_subtract*/ - __pyx_pw_5_cdec_12SparseVector_34__mul__, /*nb_multiply*/ +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_trees = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_36__div__, /*nb_divide*/ + 0, /*nb_divide*/ #endif 0, /*nb_remainder*/ 0, /*nb_divmod*/ 0, /*nb_power*/ - __pyx_pw_5_cdec_12SparseVector_20__neg__, /*nb_negative*/ + 0, /*nb_negative*/ 0, /*nb_positive*/ 0, /*nb_absolute*/ 0, /*nb_nonzero*/ @@ -10208,11 +17269,11 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - __pyx_pw_5_cdec_12SparseVector_22__iadd__, /*nb_inplace_add*/ - __pyx_pw_5_cdec_12SparseVector_24__isub__, /*nb_inplace_subtract*/ - __pyx_pw_5_cdec_12SparseVector_26__imul__, /*nb_inplace_multiply*/ + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_28__idiv__, /*nb_inplace_divide*/ + 0, /*nb_inplace_divide*/ #endif 0, /*nb_inplace_remainder*/ 0, /*nb_inplace_power*/ @@ -10230,26 +17291,26 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_16__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_trees = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_SparseVector, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ - __pyx_pw_5_cdec_12SparseVector_18__contains__, /*sq_contains*/ + 0, /*sq_contains*/ 0, /*sq_inplace_concat*/ 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_16__len__, /*mp_length*/ - __pyx_pw_5_cdec_12SparseVector_5__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_SparseVector, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_kbest_trees = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_SparseVector = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_trees = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -10270,12 +17331,12 @@ static PyBufferProcs __pyx_tp_as_buffer_SparseVector = { #endif }; -static PyTypeObject __pyx_type_5_cdec_SparseVector = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_trees = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.SparseVector"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_SparseVector), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_kbest_trees"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_SparseVector, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_trees, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -10285,24 +17346,24 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_SparseVector, /*tp_as_number*/ - &__pyx_tp_as_sequence_SparseVector, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_SparseVector, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_3_kbest_trees, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_3_kbest_trees, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_3_kbest_trees, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_SparseVector, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_3_kbest_trees, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ - __pyx_pw_5_cdec_12SparseVector_14__richcmp__, /*tp_richcompare*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_trees, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_trees, /*tp_clear*/ + 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_12SparseVector_9__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_SparseVector, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_trees, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -10312,7 +17373,7 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_SparseVector, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_trees, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -10326,42 +17387,60 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o); + p->__pyx_v_fmap = 0; + p->__pyx_v_self = 0; + p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_fmap)); + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { - {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_source_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7viterbi_source_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_features, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_11kbest, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_14kbest_tree, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_17kbest_features, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_20sample, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_23intersect, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_25prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_27lattice, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_29reweight, METH_O, __Pyx_DOCSTR(0)}, +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; + if (p->__pyx_v_fmap) { + e = (*v)(((PyObject*)p->__pyx_v_fmap), a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_fmap); + p->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Hypergraph = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_kbest_features = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -10419,7 +17498,7 @@ static PyNumberMethods __pyx_tp_as_number_Hypergraph = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -10432,13 +17511,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Hypergraph = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -10459,12 +17538,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Hypergraph = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4_kbest_features"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Hypergraph, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -10474,24 +17553,24 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Hypergraph, /*tp_as_number*/ - &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_4_kbest_features, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Hypergraph, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Hypergraph, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -10501,7 +17580,7 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Hypergraph, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -10515,49 +17594,44 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5_sample(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p; PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - return o; -} - -static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_7Lattice_14__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - (*Py_TYPE(o)->tp_free)(o); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o); + p->__pyx_v_self = 0; + return o; } -static PyObject *__pyx_sq_item_5_cdec_Lattice(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) { - if (v) { - return __pyx_pw_5_cdec_7Lattice_5__setitem__(o, i, v); - } - else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } + return 0; } -static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { - {__Pyx_NAMESTR("todot"), (PyCFunction)__pyx_pw_5_cdec_7Lattice_16todot, METH_NOARGS, __Pyx_DOCSTR(0)}, +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5_sample[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Lattice = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5_sample = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -10615,11 +17689,11 @@ static PyNumberMethods __pyx_tp_as_number_Lattice = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Lattice = { - __pyx_pw_5_cdec_7Lattice_7__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5_sample = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_Lattice, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -10628,13 +17702,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Lattice = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Lattice = { - __pyx_pw_5_cdec_7Lattice_7__len__, /*mp_length*/ - __pyx_pw_5_cdec_7Lattice_3__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5_sample = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Lattice = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5_sample = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -10655,12 +17729,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Lattice = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Lattice = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5_sample"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Lattice, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -10670,24 +17744,24 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Lattice, /*tp_as_number*/ - &__pyx_tp_as_sequence_Lattice, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_5_sample, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_5_sample, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_5_sample, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - __pyx_pw_5_cdec_7Lattice_9__str__, /*tp_str*/ + 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_5_sample, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_7Lattice_11__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Lattice, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_5_sample, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -10695,9 +17769,9 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ - __pyx_pw_5_cdec_7Lattice_1__init__, /*tp_init*/ + 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_5_sample, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -10711,50 +17785,44 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o); + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Candidate(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9Candidate_5words_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9Candidate_4fmap_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9Candidate_5score_1__get__(o); +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___get__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; } -static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_5_cdec_9Candidate_5score_3__set__(o, v); - } - else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; - } +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_6___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; } -static PyMethodDef __pyx_methods_5_cdec_Candidate[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6___get__[] = { {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_Candidate[] = { - {(char *)"words", __pyx_getprop_5_cdec_9Candidate_words, 0, 0, 0}, - {(char *)"fmap", __pyx_getprop_5_cdec_9Candidate_fmap, 0, 0, 0}, - {(char *)"score", __pyx_getprop_5_cdec_9Candidate_score, __pyx_setprop_5_cdec_9Candidate_score, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_Candidate = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___get__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -10812,7 +17880,7 @@ static PyNumberMethods __pyx_tp_as_number_Candidate = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Candidate = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___get__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -10825,13 +17893,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Candidate = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Candidate = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_6___get__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Candidate = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___get__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -10852,12 +17920,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Candidate = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Candidate = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___get__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Candidate"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Candidate), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_6___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Candidate, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___get__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -10867,26 +17935,26 @@ static PyTypeObject __pyx_type_5_cdec_Candidate = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Candidate, /*tp_as_number*/ - &__pyx_tp_as_sequence_Candidate, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Candidate, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_6___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_6___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_6___get__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Candidate, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_6___get__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_6___get__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Candidate, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_6___get__, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_Candidate, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -10894,7 +17962,7 @@ static PyTypeObject __pyx_type_5_cdec_Candidate = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Candidate, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_6___get__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -10908,45 +17976,45 @@ static PyTypeObject __pyx_type_5_cdec_Candidate = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o); + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) { - return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o); +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___get__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; } -static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, void *x) { - return __pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(o); +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_7___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; } -static PyMethodDef __pyx_methods_5_cdec_SufficientStats[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_7___get__[] = { {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = { - {(char *)"score", __pyx_getprop_5_cdec_15SufficientStats_score, 0, 0, 0}, - {(char *)"detail", __pyx_getprop_5_cdec_15SufficientStats_detail, 0, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_SufficientStats = { - __pyx_pw_5_cdec_15SufficientStats_10__add__, /*nb_add*/ +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7___get__ = { + 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -10981,7 +18049,7 @@ static PyNumberMethods __pyx_tp_as_number_SufficientStats = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - __pyx_pw_5_cdec_15SufficientStats_8__iadd__, /*nb_inplace_add*/ + 0, /*nb_inplace_add*/ 0, /*nb_inplace_subtract*/ 0, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -11003,8 +18071,8 @@ static PyNumberMethods __pyx_tp_as_number_SufficientStats = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { - __pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7___get__ = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ 0, /*sq_item*/ @@ -11016,13 +18084,13 @@ static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = { - __pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/ +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_7___get__ = { + 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_SufficientStats = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7___get__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11043,12 +18111,12 @@ static PyBufferProcs __pyx_tp_as_buffer_SufficientStats = { #endif }; -static PyTypeObject __pyx_type_5_cdec_SufficientStats = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___get__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.SufficientStats"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_SufficientStats), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_SufficientStats, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___get__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11058,26 +18126,26 @@ static PyTypeObject __pyx_type_5_cdec_SufficientStats = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_SufficientStats, /*tp_as_number*/ - &__pyx_tp_as_sequence_SufficientStats, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_SufficientStats, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_7___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_7___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_7___get__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_SufficientStats, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_7___get__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_7___get__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_15SufficientStats_5__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_SufficientStats, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_7___get__, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_SufficientStats, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -11085,7 +18153,7 @@ static PyTypeObject __pyx_type_5_cdec_SufficientStats = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_SufficientStats, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_7___get__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11099,41 +18167,44 @@ static PyTypeObject __pyx_type_5_cdec_SufficientStats = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_CandidateSet(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8__phrase(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - if (__pyx_pw_5_cdec_12CandidateSet_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o); + p->__pyx_v_phrase = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_CandidateSet(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8__phrase(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o; + Py_XDECREF(p->__pyx_v_phrase); (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_CandidateSet(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8__phrase(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o; + if (p->__pyx_v_phrase) { + e = (*v)(p->__pyx_v_phrase, a); if (e) return e; + } + return 0; } -static PyMethodDef __pyx_methods_5_cdec_CandidateSet[] = { - {__Pyx_NAMESTR("add_kbest"), (PyCFunction)__pyx_pw_5_cdec_12CandidateSet_12add_kbest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8__phrase(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_phrase); + p->__pyx_v_phrase = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8__phrase[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_CandidateSet = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8__phrase = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11191,11 +18262,11 @@ static PyNumberMethods __pyx_tp_as_number_CandidateSet = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { - __pyx_pw_5_cdec_12CandidateSet_5__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8__phrase = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_CandidateSet, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -11204,13 +18275,13 @@ static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_CandidateSet = { - __pyx_pw_5_cdec_12CandidateSet_5__len__, /*mp_length*/ - __pyx_pw_5_cdec_12CandidateSet_7__getitem__, /*mp_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8__phrase = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_CandidateSet = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8__phrase = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11231,12 +18302,12 @@ static PyBufferProcs __pyx_tp_as_buffer_CandidateSet = { #endif }; -static PyTypeObject __pyx_type_5_cdec_CandidateSet = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8__phrase = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.CandidateSet"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_CandidateSet), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8__phrase"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_CandidateSet, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8__phrase, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11246,24 +18317,24 @@ static PyTypeObject __pyx_type_5_cdec_CandidateSet = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_CandidateSet, /*tp_as_number*/ - &__pyx_tp_as_sequence_CandidateSet, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_CandidateSet, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_8__phrase, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_8__phrase, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_8__phrase, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_CandidateSet, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_8__phrase, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_8__phrase, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_8__phrase, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_12CandidateSet_9__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_CandidateSet, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_8__phrase, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -11273,7 +18344,7 @@ static PyTypeObject __pyx_type_5_cdec_CandidateSet = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_CandidateSet, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_8__phrase, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11287,32 +18358,60 @@ static PyTypeObject __pyx_type_5_cdec_CandidateSet = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_w = 0; + p->__pyx_t_0 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_SegmentEvaluator(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_w); + Py_XDECREF(p->__pyx_t_0); (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_SegmentEvaluator[] = { - {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_NOARGS, __Pyx_DOCSTR(0)}, +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_9_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_w) { + e = (*v)(p->__pyx_v_w, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_9_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_w); + p->__pyx_v_w = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_9_genexpr[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_SegmentEvaluator = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_9_genexpr = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11370,7 +18469,7 @@ static PyNumberMethods __pyx_tp_as_number_SegmentEvaluator = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_SegmentEvaluator = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_9_genexpr = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -11383,13 +18482,13 @@ static PySequenceMethods __pyx_tp_as_sequence_SegmentEvaluator = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_SegmentEvaluator = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_9_genexpr = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_SegmentEvaluator = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9_genexpr = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11410,12 +18509,12 @@ static PyBufferProcs __pyx_tp_as_buffer_SegmentEvaluator = { #endif }; -static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9_genexpr = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.SegmentEvaluator"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_SegmentEvaluator), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_9_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_SegmentEvaluator, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9_genexpr, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11425,24 +18524,24 @@ static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_SegmentEvaluator, /*tp_as_number*/ - &__pyx_tp_as_sequence_SegmentEvaluator, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_SegmentEvaluator, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_9_genexpr, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_9_genexpr, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_9_genexpr, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_SegmentEvaluator, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_9_genexpr, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_9_genexpr, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_9_genexpr, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_SegmentEvaluator, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_9_genexpr, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -11452,7 +18551,7 @@ static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_SegmentEvaluator, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_9_genexpr, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11466,33 +18565,44 @@ static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Scorer(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10___str__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - if (__pyx_pw_5_cdec_6Scorer_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o); + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Scorer(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_6Scorer_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___str__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_Scorer[] = { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___str__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_10___str__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_10___str__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Scorer = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10___str__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11550,7 +18660,7 @@ static PyNumberMethods __pyx_tp_as_number_Scorer = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Scorer = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_10___str__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -11563,13 +18673,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Scorer = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Scorer = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_10___str__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Scorer = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10___str__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11590,12 +18700,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Scorer = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Scorer = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___str__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Scorer"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Scorer), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_10___str__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Scorer, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___str__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11605,24 +18715,24 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Scorer, /*tp_as_number*/ - &__pyx_tp_as_sequence_Scorer, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Scorer, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_10___str__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_10___str__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_10___str__, /*tp_as_mapping*/ 0, /*tp_hash*/ - __pyx_pw_5_cdec_6Scorer_5__call__, /*tp_call*/ - __pyx_pw_5_cdec_6Scorer_7__str__, /*tp_str*/ + 0, /*tp_call*/ + 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Scorer, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_10___str__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___str__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_10___str__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Scorer, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_10___str__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -11632,7 +18742,7 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Scorer, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_10___str__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11646,77 +18756,60 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec_Decoder *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_11_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec_Decoder *)o); - p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); - if (__pyx_pw_5_cdec_7Decoder_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_feat = 0; + p->__pyx_t_0 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Decoder(PyObject *o) { - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_7Decoder_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - Py_XDECREF(((PyObject *)p->weights)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_11_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_feat); + Py_XDECREF(p->__pyx_t_0); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec_Decoder(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_11_genexpr(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; - if (p->weights) { - e = (*v)(((PyObject*)p->weights), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_feat) { + e = (*v)(p->__pyx_v_feat, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) { - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_11_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o; PyObject* tmp; - tmp = ((PyObject*)p->weights); - p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_feat); + p->__pyx_v_feat = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) { - return __pyx_pw_5_cdec_7Decoder_7weights_1__get__(o); -} - -static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v); - } - else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; - } -} - -static PyMethodDef __pyx_methods_5_cdec_Decoder[] = { - {__Pyx_NAMESTR("read_weights"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_5read_weights, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("translate"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_7translate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_11_genexpr[] = { {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_Decoder[] = { - {(char *)"weights", __pyx_getprop_5_cdec_7Decoder_weights, __pyx_setprop_5_cdec_7Decoder_weights, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_Decoder = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_11_genexpr = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11774,7 +18867,7 @@ static PyNumberMethods __pyx_tp_as_number_Decoder = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Decoder = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_11_genexpr = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -11787,13 +18880,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Decoder = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Decoder = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_11_genexpr = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Decoder = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_11_genexpr = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11814,12 +18907,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Decoder = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Decoder = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_11_genexpr = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Decoder"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Decoder), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_11_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Decoder, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_11_genexpr, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11829,26 +18922,26 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Decoder, /*tp_as_number*/ - &__pyx_tp_as_sequence_Decoder, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Decoder, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_11_genexpr, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_11_genexpr, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_11_genexpr, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Decoder, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_11_genexpr, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec_Decoder, /*tp_traverse*/ - __pyx_tp_clear_5_cdec_Decoder, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_11_genexpr, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_11_genexpr, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Decoder, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_11_genexpr, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_Decoder, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -11856,7 +18949,7 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Decoder, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_11_genexpr, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11870,44 +18963,44 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_12___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_12___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_12___get__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_12___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_HypergraphEdge *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_12___get__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_12___get__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11965,7 +19058,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_12___get__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -11978,13 +19071,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_12___get__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_12___get__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -12005,12 +19098,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_12___get__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_12___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_12___get__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -12020,24 +19113,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_12___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_12___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_12___get__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct____iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_12___get__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_12___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_12___get__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_12___get__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -12047,7 +19140,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_12___get__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -12061,44 +19154,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_13___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_13___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_13___get__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_13___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_HypergraphNode *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_13___get__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_13___get__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -12156,7 +19249,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_13___get__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -12169,13 +19262,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_13___get__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_13___get__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -12196,12 +19289,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_13___get__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_13___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_13___get__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -12211,24 +19304,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_1___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_1___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_1___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_13___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_13___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_13___get__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_1___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_13___get__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_13___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_13___get__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_1___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_13___get__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -12238,7 +19331,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_13___get__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -12251,61 +19344,45 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { 0, /*tp_version_tag*/ #endif }; - -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_14___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o); p->__pyx_v_self = 0; - p->__pyx_v_sentence = 0; - p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_14___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); - Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_14___get__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_sentence) { - e = (*v)(p->__pyx_v_sentence, a); if (e) return e; - } - if (p->__pyx_v_size) { - e = (*v)(p->__pyx_v_size, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_14___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_sentence); - p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_size); - p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_HypergraphNode *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2_kbest[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_14___get__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_14___get__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -12363,7 +19440,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_14___get__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -12376,13 +19453,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_kbest = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_14___get__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_14___get__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -12403,12 +19480,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_14___get__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2_kbest"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_14___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_14___get__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -12418,24 +19495,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_2_kbest, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_2_kbest, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_2_kbest, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_14___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_14___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_14___get__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_2_kbest, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_14___get__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_14___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_14___get__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_2_kbest, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_14___get__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -12445,7 +19522,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_14___get__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -12459,60 +19536,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_15___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o); p->__pyx_v_self = 0; - p->__pyx_v_size = 0; - p->__pyx_v_tree = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_15___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(p->__pyx_v_size); - Py_XDECREF(((PyObject *)p->__pyx_v_tree)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_15___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_size) { - e = (*v)(p->__pyx_v_size, a); if (e) return e; - } - if (p->__pyx_v_tree) { - e = (*v)(p->__pyx_v_tree, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_15___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_size); - p->__pyx_v_size = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_tree); - p->__pyx_v_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_15___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_tree = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_15___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -12570,7 +19631,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_tree = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_15___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -12583,13 +19644,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree = 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_15___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_15___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -12610,12 +19671,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_15___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_kbest_tree"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_15___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_15___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -12625,24 +19686,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_3_kbest_tree, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_15___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_15___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_15___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_15___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_15___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_15___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_15___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -12652,7 +19713,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_15___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -12666,60 +19727,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_16_todot(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o); - p->__pyx_v_fmap = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)o); p->__pyx_v_self = 0; - p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_fmap)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_16_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_16_todot(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; - if (p->__pyx_v_fmap) { - e = (*v)(((PyObject*)p->__pyx_v_fmap), a); if (e) return e; - } + struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_size) { - e = (*v)(p->__pyx_v_size, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_16_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_fmap); - p->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_size); - p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_16_todot[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_kbest_features = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_16_todot = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -12777,7 +19822,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_kbest_features = #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_16_todot = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -12790,13 +19835,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_kbest_feature 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_16_todot = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_16_todot = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -12817,12 +19862,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_16_todot = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4_kbest_features"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_16_todot"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_16_todot, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -12832,24 +19877,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_4_kbest_features, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_16_todot, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_16_todot, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_16_todot, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_16_todot, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_16_todot, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_16_todot, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_16_todot, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -12859,7 +19904,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_16_todot, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -12873,52 +19918,92 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5_sample(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_17_lines(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o); - p->__pyx_v_self = 0; - p->__pyx_v_sentence = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_delta = 0; + p->__pyx_v_i = 0; + p->__pyx_v_label = 0; + p->__pyx_v_weight = 0; + p->__pyx_t_1 = 0; + p->__pyx_t_3 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_17_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_delta); + Py_XDECREF(p->__pyx_v_i); + Py_XDECREF(p->__pyx_v_label); + Py_XDECREF(p->__pyx_v_weight); + Py_XDECREF(p->__pyx_t_1); + Py_XDECREF(p->__pyx_t_3); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_17_lines(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; - if (p->__pyx_v_self) { - e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_delta) { + e = (*v)(p->__pyx_v_delta, a); if (e) return e; + } + if (p->__pyx_v_i) { + e = (*v)(p->__pyx_v_i, a); if (e) return e; + } + if (p->__pyx_v_label) { + e = (*v)(p->__pyx_v_label, a); if (e) return e; } - if (p->__pyx_v_sentence) { - e = (*v)(p->__pyx_v_sentence, a); if (e) return e; + if (p->__pyx_v_weight) { + e = (*v)(p->__pyx_v_weight, a); if (e) return e; + } + if (p->__pyx_t_1) { + e = (*v)(p->__pyx_t_1, a); if (e) return e; + } + if (p->__pyx_t_3) { + e = (*v)(p->__pyx_t_3, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_17_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_delta); + p->__pyx_v_delta = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_sentence); - p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_i); + p->__pyx_v_i = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_label); + p->__pyx_v_label = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_weight); + p->__pyx_v_weight = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_1); + p->__pyx_t_1 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_3); + p->__pyx_t_3 = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5_sample[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_17_lines[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5_sample = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_17_lines = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -12976,7 +20061,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5_sample = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5_sample = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_17_lines = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -12989,13 +20074,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5_sample = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5_sample = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_17_lines = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5_sample = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_17_lines = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -13016,12 +20101,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5_sample = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_17_lines = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5_sample"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_17_lines"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_17_lines, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -13031,24 +20116,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_5_sample, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_5_sample, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_5_sample, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_17_lines, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_17_lines, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_17_lines, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_5_sample, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_17_lines, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_17_lines, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_17_lines, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_5_sample, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_17_lines, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -13058,7 +20143,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_5_sample, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_17_lines, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -13072,44 +20157,60 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_18___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o); + p->__pyx_v_i = 0; p->__pyx_v_self = 0; + p->__pyx_t_1 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_18___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; + Py_XDECREF(p->__pyx_v_i); Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_t_1); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_18___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; + if (p->__pyx_v_i) { + e = (*v)(p->__pyx_v_i, a); if (e) return e; + } if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } + if (p->__pyx_t_1) { + e = (*v)(p->__pyx_t_1, a); if (e) return e; + } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_18___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_i); + p->__pyx_v_i = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SufficientStats *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_1); + p->__pyx_t_1 = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_18___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_18___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -13167,7 +20268,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_18___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -13180,13 +20281,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_6___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_18___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_18___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -13207,12 +20308,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_18___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_6___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_18___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_18___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -13222,24 +20323,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_6___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_6___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_6___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_18___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_18___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_18___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_6___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_18___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_18___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_18___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_6___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_18___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -13249,7 +20350,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_18___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -13263,44 +20364,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7_todot(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_19___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7_todot(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_19___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_7_todot(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_19___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_7_todot(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_19___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_CandidateSet *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_7_todot[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_19___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7_todot = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_19___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -13358,7 +20459,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7_todot = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7_todot = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_19___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -13371,13 +20472,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7_todot = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_7_todot = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_19___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7_todot = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_19___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -13398,12 +20499,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7_todot = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7_todot = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_19___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7_todot"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_19___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7_todot, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_19___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -13413,24 +20514,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7_todot = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_7_todot, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_7_todot, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_7_todot, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_19___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_19___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_19___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_7_todot, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_19___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_7_todot, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_7_todot, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_19___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_19___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_7_todot, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_19___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -13440,7 +20541,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7_todot = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_7_todot, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_19___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -13454,92 +20555,92 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7_todot = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_lines(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_20__make_config(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o); - p->__pyx_outer_scope = 0; - p->__pyx_v_delta = 0; - p->__pyx_v_i = 0; - p->__pyx_v_label = 0; - p->__pyx_v_weight = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o); + p->__pyx_v_config = 0; + p->__pyx_v_info = 0; + p->__pyx_v_key = 0; + p->__pyx_v_name = 0; + p->__pyx_v_value = 0; + p->__pyx_t_0 = 0; p->__pyx_t_1 = 0; - p->__pyx_t_3 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_lines(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o; - Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); - Py_XDECREF(p->__pyx_v_delta); - Py_XDECREF(p->__pyx_v_i); - Py_XDECREF(p->__pyx_v_label); - Py_XDECREF(p->__pyx_v_weight); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20__make_config(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o; + Py_XDECREF(p->__pyx_v_config); + Py_XDECREF(p->__pyx_v_info); + Py_XDECREF(p->__pyx_v_key); + Py_XDECREF(p->__pyx_v_name); + Py_XDECREF(p->__pyx_v_value); + Py_XDECREF(p->__pyx_t_0); Py_XDECREF(p->__pyx_t_1); - Py_XDECREF(p->__pyx_t_3); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_lines(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_20__make_config(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o; - if (p->__pyx_outer_scope) { - e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o; + if (p->__pyx_v_config) { + e = (*v)(p->__pyx_v_config, a); if (e) return e; } - if (p->__pyx_v_delta) { - e = (*v)(p->__pyx_v_delta, a); if (e) return e; + if (p->__pyx_v_info) { + e = (*v)(p->__pyx_v_info, a); if (e) return e; } - if (p->__pyx_v_i) { - e = (*v)(p->__pyx_v_i, a); if (e) return e; + if (p->__pyx_v_key) { + e = (*v)(p->__pyx_v_key, a); if (e) return e; } - if (p->__pyx_v_label) { - e = (*v)(p->__pyx_v_label, a); if (e) return e; + if (p->__pyx_v_name) { + e = (*v)(p->__pyx_v_name, a); if (e) return e; } - if (p->__pyx_v_weight) { - e = (*v)(p->__pyx_v_weight, a); if (e) return e; + if (p->__pyx_v_value) { + e = (*v)(p->__pyx_v_value, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; } if (p->__pyx_t_1) { e = (*v)(p->__pyx_t_1, a); if (e) return e; } - if (p->__pyx_t_3) { - e = (*v)(p->__pyx_t_3, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8_lines(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_20__make_config(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_outer_scope); - p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_config); + p->__pyx_v_config = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_delta); - p->__pyx_v_delta = Py_None; Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_info); + p->__pyx_v_info = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_i); - p->__pyx_v_i = Py_None; Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_key); + p->__pyx_v_key = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_label); - p->__pyx_v_label = Py_None; Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_name); + p->__pyx_v_name = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_weight); - p->__pyx_v_weight = Py_None; Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_value); + p->__pyx_v_value = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_t_1); p->__pyx_t_1 = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_t_3); - p->__pyx_t_3 = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8_lines[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_20__make_config[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_lines = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_20__make_config = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -13597,7 +20698,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_lines = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_lines = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_20__make_config = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -13610,13 +20711,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_lines = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8_lines = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_20__make_config = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_lines = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_20__make_config = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -13637,12 +20738,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_lines = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_lines = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_20__make_config = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8_lines"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_20__make_config"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_lines, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20__make_config, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -13652,24 +20753,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_lines = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_8_lines, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_8_lines, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_8_lines, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_20__make_config, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_20__make_config, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_20__make_config, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_8_lines, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_20__make_config, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_lines, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_8_lines, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_20__make_config, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_20__make_config, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_8_lines, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_20__make_config, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -13679,7 +20780,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_lines = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_8_lines, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_20__make_config, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -13693,60 +20794,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_lines = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_21___cinit__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o); - p->__pyx_v_i = 0; - p->__pyx_v_self = 0; - p->__pyx_t_1 = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o); + p->__pyx_v_config = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o; - Py_XDECREF(p->__pyx_v_i); - Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(p->__pyx_t_1); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_21___cinit__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o; + Py_XDECREF(p->__pyx_v_config); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_9___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_21___cinit__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o; - if (p->__pyx_v_i) { - e = (*v)(p->__pyx_v_i, a); if (e) return e; - } - if (p->__pyx_v_self) { - e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; - } - if (p->__pyx_t_1) { - e = (*v)(p->__pyx_t_1, a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o; + if (p->__pyx_v_config) { + e = (*v)(p->__pyx_v_config, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_9___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_21___cinit__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_i); - p->__pyx_v_i = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SufficientStats *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_t_1); - p->__pyx_t_1 = Py_None; Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_config); + p->__pyx_v_config = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_9___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_21___cinit__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_9___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_21___cinit__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -13804,7 +20889,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_9___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_9___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_21___cinit__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -13817,13 +20902,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_9___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_9___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_21___cinit__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_21___cinit__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -13844,12 +20929,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_21___cinit__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_9___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_21___cinit__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_21___cinit__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -13859,24 +20944,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_9___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_9___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_9___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_21___cinit__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_21___cinit__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_21___cinit__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_9___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_21___cinit__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_9___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_9___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_21___cinit__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_21___cinit__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_9___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_21___cinit__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -13886,7 +20971,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_9___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_21___cinit__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -13900,44 +20985,60 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_22_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o); - p->__pyx_v_self = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_kv = 0; + p->__pyx_t_0 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_self)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_22_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_kv); + Py_XDECREF(p->__pyx_t_0); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_22_genexpr(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o; - if (p->__pyx_v_self) { - e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_kv) { + e = (*v)(p->__pyx_v_kv, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_10___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_22_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_CandidateSet *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_kv); + p->__pyx_v_kv = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_10___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_22_genexpr[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_22_genexpr = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -13995,7 +21096,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_10___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_22_genexpr = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -14008,13 +21109,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_10___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_10___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_22_genexpr = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_22_genexpr = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -14035,12 +21136,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_22_genexpr = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_10___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_22_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_22_genexpr, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -14050,24 +21151,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_10___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_10___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_10___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_22_genexpr, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_22_genexpr, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_22_genexpr, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_10___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_22_genexpr, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_10___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_22_genexpr, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_22_genexpr, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_10___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_22_genexpr, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -14077,7 +21178,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_10___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_22_genexpr, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -14111,29 +21212,42 @@ static struct PyModuleDef __pyx_moduledef = { static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_1, __pyx_k_1, sizeof(__pyx_k_1), 0, 0, 1, 0}, - {&__pyx_n_s_10, __pyx_k_10, sizeof(__pyx_k_10), 0, 0, 1, 1}, + {&__pyx_kp_s_10, __pyx_k_10, sizeof(__pyx_k_10), 0, 0, 1, 0}, {&__pyx_kp_s_11, __pyx_k_11, sizeof(__pyx_k_11), 0, 0, 1, 0}, + {&__pyx_kp_s_12, __pyx_k_12, sizeof(__pyx_k_12), 0, 0, 1, 0}, {&__pyx_kp_s_13, __pyx_k_13, sizeof(__pyx_k_13), 0, 0, 1, 0}, - {&__pyx_kp_s_14, __pyx_k_14, sizeof(__pyx_k_14), 0, 0, 1, 0}, + {&__pyx_kp_s_15, __pyx_k_15, sizeof(__pyx_k_15), 0, 0, 1, 0}, + {&__pyx_kp_s_18, __pyx_k_18, sizeof(__pyx_k_18), 0, 0, 1, 0}, {&__pyx_kp_s_19, __pyx_k_19, sizeof(__pyx_k_19), 0, 0, 1, 0}, - {&__pyx_kp_s_2, __pyx_k_2, sizeof(__pyx_k_2), 0, 0, 1, 0}, - {&__pyx_kp_s_20, __pyx_k_20, sizeof(__pyx_k_20), 0, 0, 1, 0}, - {&__pyx_kp_s_21, __pyx_k_21, sizeof(__pyx_k_21), 0, 0, 1, 0}, - {&__pyx_kp_s_22, __pyx_k_22, sizeof(__pyx_k_22), 0, 0, 1, 0}, {&__pyx_kp_s_23, __pyx_k_23, sizeof(__pyx_k_23), 0, 0, 1, 0}, {&__pyx_kp_s_24, __pyx_k_24, sizeof(__pyx_k_24), 0, 0, 1, 0}, + {&__pyx_kp_s_25, __pyx_k_25, sizeof(__pyx_k_25), 0, 0, 1, 0}, {&__pyx_kp_s_26, __pyx_k_26, sizeof(__pyx_k_26), 0, 0, 1, 0}, {&__pyx_kp_s_27, __pyx_k_27, sizeof(__pyx_k_27), 0, 0, 1, 0}, + {&__pyx_kp_s_28, __pyx_k_28, sizeof(__pyx_k_28), 0, 0, 1, 0}, + {&__pyx_kp_s_3, __pyx_k_3, sizeof(__pyx_k_3), 0, 0, 1, 0}, {&__pyx_kp_s_30, __pyx_k_30, sizeof(__pyx_k_30), 0, 0, 1, 0}, {&__pyx_kp_s_31, __pyx_k_31, sizeof(__pyx_k_31), 0, 0, 1, 0}, - {&__pyx_kp_s_33, __pyx_k_33, sizeof(__pyx_k_33), 0, 0, 1, 0}, + {&__pyx_kp_s_34, __pyx_k_34, sizeof(__pyx_k_34), 0, 0, 1, 0}, {&__pyx_kp_s_35, __pyx_k_35, sizeof(__pyx_k_35), 0, 0, 1, 0}, {&__pyx_kp_s_37, __pyx_k_37, sizeof(__pyx_k_37), 0, 0, 1, 0}, + {&__pyx_kp_s_39, __pyx_k_39, sizeof(__pyx_k_39), 0, 0, 1, 0}, + {&__pyx_kp_s_4, __pyx_k_4, sizeof(__pyx_k_4), 0, 0, 1, 0}, {&__pyx_kp_s_40, __pyx_k_40, sizeof(__pyx_k_40), 0, 0, 1, 0}, + {&__pyx_kp_s_42, __pyx_k_42, sizeof(__pyx_k_42), 0, 0, 1, 0}, + {&__pyx_kp_s_43, __pyx_k_43, sizeof(__pyx_k_43), 0, 0, 1, 0}, + {&__pyx_kp_s_44, __pyx_k_44, sizeof(__pyx_k_44), 0, 0, 1, 0}, + {&__pyx_kp_s_48, __pyx_k_48, sizeof(__pyx_k_48), 0, 0, 1, 0}, + {&__pyx_kp_s_51, __pyx_k_51, sizeof(__pyx_k_51), 0, 0, 1, 0}, + {&__pyx_kp_s_56, __pyx_k_56, sizeof(__pyx_k_56), 0, 0, 1, 0}, + {&__pyx_n_s_6, __pyx_k_6, sizeof(__pyx_k_6), 0, 0, 1, 1}, + {&__pyx_kp_s_7, __pyx_k_7, sizeof(__pyx_k_7), 0, 0, 1, 0}, + {&__pyx_kp_s_8, __pyx_k_8, sizeof(__pyx_k_8), 0, 0, 1, 0}, {&__pyx_n_s__BLEU, __pyx_k__BLEU, sizeof(__pyx_k__BLEU), 0, 0, 1, 1}, {&__pyx_n_s__Exception, __pyx_k__Exception, sizeof(__pyx_k__Exception), 0, 0, 1, 1}, {&__pyx_n_s__IBM_BLEU, __pyx_k__IBM_BLEU, sizeof(__pyx_k__IBM_BLEU), 0, 0, 1, 1}, {&__pyx_n_s__IndexError, __pyx_k__IndexError, sizeof(__pyx_k__IndexError), 0, 0, 1, 1}, + {&__pyx_n_s__InvalidConfig, __pyx_k__InvalidConfig, sizeof(__pyx_k__InvalidConfig), 0, 0, 1, 1}, {&__pyx_n_s__KeyError, __pyx_k__KeyError, sizeof(__pyx_k__KeyError), 0, 0, 1, 1}, {&__pyx_n_s__NotImplemented, __pyx_k__NotImplemented, sizeof(__pyx_k__NotImplemented), 0, 0, 1, 1}, {&__pyx_n_s__ParseFailed, __pyx_k__ParseFailed, sizeof(__pyx_k__ParseFailed), 0, 0, 1, 1}, @@ -14144,50 +21258,73 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s____main__, __pyx_k____main__, sizeof(__pyx_k____main__), 0, 0, 1, 1}, {&__pyx_n_s____test__, __pyx_k____test__, sizeof(__pyx_k____test__), 0, 0, 1, 1}, {&__pyx_n_s___cdec, __pyx_k___cdec, sizeof(__pyx_k___cdec), 0, 0, 1, 1}, + {&__pyx_n_s___make_config, __pyx_k___make_config, sizeof(__pyx_k___make_config), 0, 0, 1, 1}, + {&__pyx_n_s___phrase, __pyx_k___phrase, sizeof(__pyx_k___phrase), 0, 0, 1, 1}, {&__pyx_n_s__beam_alpha, __pyx_k__beam_alpha, sizeof(__pyx_k__beam_alpha), 0, 0, 1, 1}, {&__pyx_n_s__config, __pyx_k__config, sizeof(__pyx_k__config), 0, 0, 1, 1}, - {&__pyx_n_s__decode, __pyx_k__decode, sizeof(__pyx_k__decode), 0, 0, 1, 1}, + {&__pyx_n_s__config_str, __pyx_k__config_str, sizeof(__pyx_k__config_str), 0, 0, 1, 1}, + {&__pyx_n_s__csplit, __pyx_k__csplit, sizeof(__pyx_k__csplit), 0, 0, 1, 1}, {&__pyx_n_s__delta, __pyx_k__delta, sizeof(__pyx_k__delta), 0, 0, 1, 1}, {&__pyx_n_s__density, __pyx_k__density, sizeof(__pyx_k__density), 0, 0, 1, 1}, {&__pyx_n_s__dot, __pyx_k__dot, sizeof(__pyx_k__dot), 0, 0, 1, 1}, + {&__pyx_n_s__e, __pyx_k__e, sizeof(__pyx_k__e), 0, 0, 1, 1}, {&__pyx_n_s__encode, __pyx_k__encode, sizeof(__pyx_k__encode), 0, 0, 1, 1}, {&__pyx_n_s__encoding, __pyx_k__encoding, sizeof(__pyx_k__encoding), 0, 0, 1, 1}, {&__pyx_n_s__enumerate, __pyx_k__enumerate, sizeof(__pyx_k__enumerate), 0, 0, 1, 1}, {&__pyx_n_s__eval, __pyx_k__eval, sizeof(__pyx_k__eval), 0, 0, 1, 1}, {&__pyx_n_s__evaluator, __pyx_k__evaluator, sizeof(__pyx_k__evaluator), 0, 0, 1, 1}, + {&__pyx_n_s__f, __pyx_k__f, sizeof(__pyx_k__f), 0, 0, 1, 1}, + {&__pyx_n_s__formalism, __pyx_k__formalism, sizeof(__pyx_k__formalism), 0, 0, 1, 1}, + {&__pyx_n_s__fst, __pyx_k__fst, sizeof(__pyx_k__fst), 0, 0, 1, 1}, + {&__pyx_n_s__genexpr, __pyx_k__genexpr, sizeof(__pyx_k__genexpr), 0, 0, 1, 1}, + {&__pyx_n_s__get, __pyx_k__get, sizeof(__pyx_k__get), 0, 0, 1, 1}, {&__pyx_n_s__grammar, __pyx_k__grammar, sizeof(__pyx_k__grammar), 0, 0, 1, 1}, {&__pyx_n_s__hypergraph, __pyx_k__hypergraph, sizeof(__pyx_k__hypergraph), 0, 0, 1, 1}, {&__pyx_n_s__i, __pyx_k__i, sizeof(__pyx_k__i), 0, 0, 1, 1}, + {&__pyx_n_s__in_edges, __pyx_k__in_edges, sizeof(__pyx_k__in_edges), 0, 0, 1, 1}, + {&__pyx_n_s__info, __pyx_k__info, sizeof(__pyx_k__info), 0, 0, 1, 1}, {&__pyx_n_s__inp, __pyx_k__inp, sizeof(__pyx_k__inp), 0, 0, 1, 1}, {&__pyx_n_s__items, __pyx_k__items, sizeof(__pyx_k__items), 0, 0, 1, 1}, {&__pyx_n_s__join, __pyx_k__join, sizeof(__pyx_k__join), 0, 0, 1, 1}, {&__pyx_n_s__k, __pyx_k__k, sizeof(__pyx_k__k), 0, 0, 1, 1}, + {&__pyx_n_s__key, __pyx_k__key, sizeof(__pyx_k__key), 0, 0, 1, 1}, {&__pyx_n_s__label, __pyx_k__label, sizeof(__pyx_k__label), 0, 0, 1, 1}, + {&__pyx_n_s__lexalign, __pyx_k__lexalign, sizeof(__pyx_k__lexalign), 0, 0, 1, 1}, + {&__pyx_n_s__lextrans, __pyx_k__lextrans, sizeof(__pyx_k__lextrans), 0, 0, 1, 1}, + {&__pyx_n_s__lhs, __pyx_k__lhs, sizeof(__pyx_k__lhs), 0, 0, 1, 1}, {&__pyx_n_s__lines, __pyx_k__lines, sizeof(__pyx_k__lines), 0, 0, 1, 1}, {&__pyx_n_s__name, __pyx_k__name, sizeof(__pyx_k__name), 0, 0, 1, 1}, {&__pyx_n_s__open, __pyx_k__open, sizeof(__pyx_k__open), 0, 0, 1, 1}, + {&__pyx_n_s__pb, __pyx_k__pb, sizeof(__pyx_k__pb), 0, 0, 1, 1}, + {&__pyx_n_s__phrase, __pyx_k__phrase, sizeof(__pyx_k__phrase), 0, 0, 1, 1}, {&__pyx_n_s__plf, __pyx_k__plf, sizeof(__pyx_k__plf), 0, 0, 1, 1}, {&__pyx_n_s__range, __pyx_k__range, sizeof(__pyx_k__range), 0, 0, 1, 1}, {&__pyx_n_s__refs, __pyx_k__refs, sizeof(__pyx_k__refs), 0, 0, 1, 1}, {&__pyx_n_s__replace, __pyx_k__replace, sizeof(__pyx_k__replace), 0, 0, 1, 1}, + {&__pyx_n_s__scfg, __pyx_k__scfg, sizeof(__pyx_k__scfg), 0, 0, 1, 1}, + {&__pyx_n_s__scores, __pyx_k__scores, sizeof(__pyx_k__scores), 0, 0, 1, 1}, {&__pyx_n_s__self, __pyx_k__self, sizeof(__pyx_k__self), 0, 0, 1, 1}, {&__pyx_n_s__sentence, __pyx_k__sentence, sizeof(__pyx_k__sentence), 0, 0, 1, 1}, + {&__pyx_n_s__span, __pyx_k__span, sizeof(__pyx_k__span), 0, 0, 1, 1}, {&__pyx_n_s__split, __pyx_k__split, sizeof(__pyx_k__split), 0, 0, 1, 1}, + {&__pyx_n_s__startswith, __pyx_k__startswith, sizeof(__pyx_k__startswith), 0, 0, 1, 1}, {&__pyx_n_s__strip, __pyx_k__strip, sizeof(__pyx_k__strip), 0, 0, 1, 1}, + {&__pyx_n_s__tagger, __pyx_k__tagger, sizeof(__pyx_k__tagger), 0, 0, 1, 1}, {&__pyx_n_s__utf8, __pyx_k__utf8, sizeof(__pyx_k__utf8), 0, 0, 1, 1}, + {&__pyx_n_s__value, __pyx_k__value, sizeof(__pyx_k__value), 0, 0, 1, 1}, {&__pyx_n_s__weight, __pyx_k__weight, sizeof(__pyx_k__weight), 0, 0, 1, 1}, {0, 0, 0, 0, 0, 0, 0} }; static int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_KeyError = __Pyx_GetName(__pyx_b, __pyx_n_s__KeyError); if (!__pyx_builtin_KeyError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} 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{__pyx_filename = __pyx_f[5]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SegmentEvaluator = &__pyx_type_5_cdec_SegmentEvaluator; - if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Scorer = &__pyx_type_5_cdec_Scorer; - if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Decoder = &__pyx_type_5_cdec_Decoder; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto 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__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = &__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_kbest_trees) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_trees = &__pyx_type_5_cdec___pyx_scope_struct_3_kbest_trees; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = &__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_5_sample = &__pyx_type_5_cdec___pyx_scope_struct_5_sample; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_6___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7_todot) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_7_todot = &__pyx_type_5_cdec___pyx_scope_struct_7_todot; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_lines) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_8_lines = &__pyx_type_5_cdec___pyx_scope_struct_8_lines; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_9___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_9___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_9___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_10___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_10___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_10___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_6___get__ = &__pyx_type_5_cdec___pyx_scope_struct_6___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_7___get__ = &__pyx_type_5_cdec___pyx_scope_struct_7___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8__phrase) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_8__phrase = &__pyx_type_5_cdec___pyx_scope_struct_8__phrase; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_9_genexpr) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_9_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_9_genexpr; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_10___str__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_10___str__ = &__pyx_type_5_cdec___pyx_scope_struct_10___str__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_11_genexpr) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_11_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_11_genexpr; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_12___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_12___get__ = &__pyx_type_5_cdec___pyx_scope_struct_12___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_13___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_13___get__ = &__pyx_type_5_cdec___pyx_scope_struct_13___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_14___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_14___get__ = &__pyx_type_5_cdec___pyx_scope_struct_14___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_15___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_15___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_15___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_16_todot) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_16_todot = &__pyx_type_5_cdec___pyx_scope_struct_16_todot; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_17_lines) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_17_lines = &__pyx_type_5_cdec___pyx_scope_struct_17_lines; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_18___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_18___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_18___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_19___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_19___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_19___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_20__make_config) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_20__make_config = &__pyx_type_5_cdec___pyx_scope_struct_20__make_config; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_21___cinit__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_21___cinit__ = &__pyx_type_5_cdec___pyx_scope_struct_21___cinit__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_22_genexpr) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_22_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_22_genexpr; /*--- Type import code ---*/ /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":153 + /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":1 + * def _phrase(phrase): # <<<<<<<<<<<<<< + * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) + * + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_1_phrase, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s___phrase, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":143 * return self.name.c_str() * * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_41), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_52), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":154 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":144 * * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_42), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_53), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "_cdec.pyx":11 + /* "_cdec.pyx":21 * include "mteval.pxi" * * SetSilent(True) # <<<<<<<<<<<<<< + * decoder.register_feature_functions() * - * class ParseFailed(Exception): pass */ SetSilent(1); - /* "_cdec.pyx":13 + /* "_cdec.pyx":22 + * * SetSilent(True) + * decoder.register_feature_functions() # <<<<<<<<<<<<<< * - * class ParseFailed(Exception): pass # <<<<<<<<<<<<<< + * class InvalidConfig(Exception): pass + */ + register_feature_functions(); + + /* "_cdec.pyx":24 + * decoder.register_feature_functions() + * + * class InvalidConfig(Exception): pass # <<<<<<<<<<<<<< + * class ParseFailed(Exception): pass * - * cdef class Decoder: */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(__pyx_builtin_Exception); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_builtin_Exception); __Pyx_GIVEREF(__pyx_builtin_Exception); - __pyx_t_3 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1), __pyx_n_s__InvalidConfig, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__InvalidConfig, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + /* "_cdec.pyx":25 + * + * class InvalidConfig(Exception): pass + * class ParseFailed(Exception): pass # <<<<<<<<<<<<<< + * + * def _make_config(config): + */ + __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_INCREF(__pyx_builtin_Exception); + PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_builtin_Exception); + __Pyx_GIVEREF(__pyx_builtin_Exception); + __pyx_t_2 = __Pyx_CreateClass(((PyObject *)__pyx_t_3), ((PyObject *)__pyx_t_1), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + + /* "_cdec.pyx":27 + * class ParseFailed(Exception): pass + * + * def _make_config(config): # <<<<<<<<<<<<<< + * for key, value in config.items(): + * if isinstance(value, dict): + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_3_make_config, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s___make_config, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + /* "_cdec.pyx":1 * from libcpp.string cimport string # <<<<<<<<<<<<<< * from libcpp.vector cimport vector @@ -15056,6 +22302,36 @@ static void __Pyx_RaiseArgtupleInvalid( (num_expected == 1) ? "" : "s", num_found); } +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { + PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); +} + +static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject* defval) { + PyObject* next; + if (unlikely(!PyIter_Check(iterator))) { + PyErr_Format(PyExc_TypeError, + "%.200s object is not an iterator", iterator->ob_type->tp_name); + return NULL; + } + next = (*(Py_TYPE(iterator)->tp_iternext))(iterator); + if (likely(next)) { + return next; + } else if (defval) { + if (PyErr_Occurred()) { + if(!PyErr_ExceptionMatches(PyExc_StopIteration)) + return NULL; + PyErr_Clear(); + } + Py_INCREF(defval); + return defval; + } else if (PyErr_Occurred()) { + return NULL; + } else { + PyErr_SetNone(PyExc_StopIteration); + return NULL; + } +} + static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, "need more than %"PY_FORMAT_SIZE_T"d value%s to unpack", @@ -15085,10 +22361,6 @@ static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { - PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); -} - static double __Pyx__PyObject_AsDouble(PyObject* obj) { PyObject* float_value; if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) { @@ -15625,6 +22897,78 @@ static void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) Py_INCREF(tuple); } +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { + if (s1 == s2) { + return (equals == Py_EQ); + } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { + if (PyBytes_GET_SIZE(s1) != PyBytes_GET_SIZE(s2)) { + return (equals == Py_NE); + } else if (PyBytes_GET_SIZE(s1) == 1) { + if (equals == Py_EQ) + return (PyBytes_AS_STRING(s1)[0] == PyBytes_AS_STRING(s2)[0]); + else + return (PyBytes_AS_STRING(s1)[0] != PyBytes_AS_STRING(s2)[0]); + } else { + int result = memcmp(PyBytes_AS_STRING(s1), PyBytes_AS_STRING(s2), (size_t)PyBytes_GET_SIZE(s1)); + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) { + return (equals == Py_NE); + } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) { + return (equals == Py_NE); + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +} + +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { + if (s1 == s2) { + return (equals == Py_EQ); + } else if (PyUnicode_CheckExact(s1) & PyUnicode_CheckExact(s2)) { + #if CYTHON_PEP393_ENABLED + if ((PyUnicode_READY(s1) < 0) || (PyUnicode_READY(s2) < 0)) + return -1; + if (PyUnicode_GET_LENGTH(s1) != PyUnicode_GET_LENGTH(s2)) { + return (equals == Py_NE); + } else if (PyUnicode_GET_LENGTH(s1) == 1) { + Py_UCS4 ch1 = PyUnicode_READ_CHAR(s1, 0); + Py_UCS4 ch2 = PyUnicode_READ_CHAR(s2, 0); + return (equals == Py_EQ) ? (ch1 == ch2) : (ch1 != ch2); + #else + if (PyUnicode_GET_SIZE(s1) != PyUnicode_GET_SIZE(s2)) { + return (equals == Py_NE); + } else if (PyUnicode_GET_SIZE(s1) == 1) { + Py_UNICODE ch1 = PyUnicode_AS_UNICODE(s1)[0]; + Py_UNICODE ch2 = PyUnicode_AS_UNICODE(s2)[0]; + return (equals == Py_EQ) ? (ch1 == ch2) : (ch1 != ch2); + #endif + } else { + int result = PyUnicode_Compare(s1, s2); + if ((result == -1) && unlikely(PyErr_Occurred())) + return -1; + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & PyUnicode_CheckExact(s2)) { + return (equals == Py_NE); + } else if ((s2 == Py_None) & PyUnicode_CheckExact(s1)) { + return (equals == Py_NE); + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +} + static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { const unsigned char neg_one = (unsigned char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; @@ -16025,6 +23369,25 @@ static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* } } +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +} + static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; PyThreadState *tstate = PyThreadState_GET(); @@ -16312,25 +23675,6 @@ static int __pyx_Generator_init(void) return PyType_Ready(&__pyx_GeneratorType); } -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename) { - PyObject *old_exc, *old_val, *old_tb; - PyObject *ctx; - __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); - #if PY_MAJOR_VERSION < 3 - ctx = PyString_FromString(name); - #else - ctx = PyUnicode_FromString(name); - #endif - __Pyx_ErrRestore(old_exc, old_val, old_tb); - if (!ctx) { - PyErr_WriteUnraisable(Py_None); - } else { - PyErr_WriteUnraisable(ctx); - Py_DECREF(ctx); - } -} - static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); @@ -16350,6 +23694,23 @@ static int __Pyx_check_binary_version(void) { return 0; } +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + PyObject *ob = PyCapsule_New(vtable, 0, 0); +#else + PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); +#endif + if (!ob) + goto bad; + if (PyDict_SetItemString(dict, "__pyx_vtable__", ob) < 0) + goto bad; + Py_DECREF(ob); + return 0; +bad: + Py_XDECREF(ob); + return -1; +} + static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { int start = 0, mid = 0, end = count - 1; if (end >= 0 && code_line > entries[end].code_line) { diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx index cccfec0b..879e8b72 100644 --- a/python/src/_cdec.pyx +++ b/python/src/_cdec.pyx @@ -3,22 +3,55 @@ from libcpp.vector cimport vector from utils cimport * cimport decoder +cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): + cdef bytes ret + if isinstance(sentence, unicode): + ret = sentence.encode('utf8') + elif isinstance(sentence, str): + ret = sentence + else: + raise TypeError(error_msg % type(sentence)) + return ret + include "vectors.pxi" include "hypergraph.pxi" include "lattice.pxi" include "mteval.pxi" SetSilent(True) +decoder.register_feature_functions() +class InvalidConfig(Exception): pass class ParseFailed(Exception): pass +def _make_config(config): + for key, value in config.items(): + if isinstance(value, dict): + for name, info in value.items(): + yield key, '%s %s' % (name, info) + elif isinstance(value, list): + for name in value: + yield key, name + else: + yield key, bytes(value) + cdef class Decoder: cdef decoder.Decoder* dec cdef DenseVector weights - def __cinit__(self, char* config): - decoder.register_feature_functions() - cdef istringstream* config_stream = new istringstream(config) + def __cinit__(self, config_str=None, **config): + """ Configuration can be given as a string: + Decoder('formalism = scfg') + or using keyword arguments: + Decoder(formalism='scfg') + """ + if config_str is None: + formalism = config.get('formalism', None) + if formalism not in ('scfg', 'fst', 'lextrans', 'pb', + 'csplit', 'tagger', 'lexalign'): + raise InvalidConfig('formalism "%s" unknown' % formalism) + config_str = '\n'.join('%s = %s' % kv for kv in _make_config(config)) + cdef istringstream* config_stream = new istringstream(config_str) self.dec = new decoder.Decoder(config_stream) del config_stream self.weights = DenseVector() @@ -43,9 +76,15 @@ cdef class Decoder: else: raise TypeError('cannot initialize weights with %s' % type(weights)) - def read_weights(self, cfg): - with open(cfg) as fp: + property formalism: + def __get__(self): + cdef variables_map* conf = &self.dec.GetConf() + return conf[0]['formalism'].as_str().c_str() + + def read_weights(self, weights): + with open(weights) as fp: for line in fp: + if line.strip().startswith('#'): continue fname, value = line.split() self.weights[fname.strip()] = float(value) diff --git a/python/src/decoder.pxd b/python/src/decoder.pxd index e2678151..660bcb39 100644 --- a/python/src/decoder.pxd +++ b/python/src/decoder.pxd @@ -1,7 +1,7 @@ from libcpp.string cimport string from libcpp.vector cimport vector from hypergraph cimport Hypergraph -from utils cimport istream, weight_t +from utils cimport istream, weight_t, variables_map cdef extern from "decoder/ff_register.h": void register_feature_functions() @@ -23,7 +23,7 @@ cdef extern from "decoder/decoder.h": vector[weight_t]& CurrentWeightVector() # void SetId(int id) - # const boost::program_options::variables_map& GetConf() const { return conf } + variables_map& GetConf() # add grammar rules (currently only supported by SCFG decoders) # that will be used on subsequent calls to Decode. rules should be in standard diff --git a/python/src/hypergraph.pxd b/python/src/hypergraph.pxd index 656b1d47..14c60dd0 100644 --- a/python/src/hypergraph.pxd +++ b/python/src/hypergraph.pxd @@ -3,32 +3,43 @@ from libcpp.vector cimport vector from utils cimport * from lattice cimport Lattice +cdef extern from "decoder/trule.h": + cdef cppclass TRule: + vector[WordID] f_ + vector[WordID] e_ + FastSparseVector[weight_t] scores_ + WordID lhs_ + int arity_ + bint IsUnary() + bint IsGoal() + cdef extern from "decoder/hg.h": cdef cppclass EdgeMask "std::vector": EdgeMask(int size) bint& operator[](int) + cdef cppclass HypergraphEdge "const Hypergraph::Edge": + int id_ + int head_node_ # position in hg.nodes_ + SmallVector[unsigned] tail_nodes_ # positions in hg.nodes_ + shared_ptr[TRule] rule_ + FastSparseVector[weight_t] feature_values_ + LogVal[double] edge_prob_ # weights.dot(feature_values_) + # typically source span: + short int i_ + short int j_ + + cdef cppclass HypergraphNode "const Hypergraph::Node": + int id_ + WordID cat_ # non-terminal category if <0, 0 if not set + vector[int] in_edges_ # positions in hg.edge_prob_ + vector[int] out_edges_ # positions in hg.edge_prob_ + cdef cppclass Hypergraph: - cppclass Edge: - int id_ - int head_node_ # position in hg.nodes_ - SmallVector[unsigned] tail_nodes_ # positions in hg.nodes_ - #TRulePtr rule_ - FastSparseVector[weight_t] feature_values_ - LogVal[double] edge_prob_ - short int i_ - short int j_ - short int prev_i_ - short int prev_j_ - cppclass Node: - int id_ - WordID cat_ - WordID NT() - vector[Edge] in_edges_ - vector[Edge] out_edges_ Hypergraph(Hypergraph) - vector[Node] nodes_ - vector[Edge] edges_ + vector[HypergraphNode] nodes_ + vector[HypergraphEdge] edges_ + int GoalNode() void Reweight(vector[weight_t]& weights) void Reweight(FastSparseVector& weights) bint PruneInsideOutside(double beam_alpha, @@ -47,6 +58,7 @@ cdef extern from "decoder/viterbi.h": FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg, FastSparseVector[weight_t]* weights, bint fatal_dotprod_disagreement) + string JoshuaVisualizationString(Hypergraph& hg) cdef extern from "decoder/hg_io.h" namespace "HypergraphIO": bint ReadFromJSON(istream* inp, Hypergraph* out) @@ -62,7 +74,7 @@ cdef extern from "decoder/hg_intersect.h" namespace "HG": cdef extern from "decoder/hg_sampler.h" namespace "HypergraphSampler": cdef cppclass Hypothesis: vector[WordID] words - FastSparseVector[double] fmap + FastSparseVector[weight_t] fmap LogVal[double] model_score void sample_hypotheses(Hypergraph& hg, unsigned n, diff --git a/python/src/hypergraph.pxi b/python/src/hypergraph.pxi index 9d09722e..2e2c04a2 100644 --- a/python/src/hypergraph.pxi +++ b/python/src/hypergraph.pxi @@ -1,5 +1,5 @@ cimport hypergraph -cimport kbest as kb +cimport kbest cdef class Hypergraph: cdef hypergraph.Hypergraph* hg @@ -13,53 +13,54 @@ cdef class Hypergraph: def viterbi(self): cdef vector[WordID] trans hypergraph.ViterbiESentence(self.hg[0], &trans) - cdef str sentence = GetString(trans).c_str() - return sentence.decode('utf8') + return unicode(GetString(trans).c_str(), 'utf8') - def viterbi_tree(self): - cdef str tree = hypergraph.ViterbiETree(self.hg[0]).c_str() - return tree.decode('utf8') - - def viterbi_source_tree(self): - cdef str tree = hypergraph.ViterbiFTree(self.hg[0]).c_str() - return tree.decode('utf8') + def viterbi_trees(self): + f_tree = unicode(hypergraph.ViterbiFTree(self.hg[0]).c_str(), 'utf8') + e_tree = unicode(hypergraph.ViterbiETree(self.hg[0]).c_str(), 'utf8') + return (f_tree, e_tree) def viterbi_features(self): cdef SparseVector fmap = SparseVector() fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) return fmap + def viterbi_joshua(self): + return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') + def kbest(self, size): - cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size) - cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation - cdef bytes sentence + cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal]* derivations = new kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal].Derivation* derivation cdef unsigned k try: for k in range(size): derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) if not derivation: break - sentence = GetString(derivation._yield).c_str() - yield sentence.decode('utf8') + yield unicode(GetString(derivation._yield).c_str(), 'utf8') finally: del derivations - def kbest_tree(self, size): - cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) - cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation - cdef str tree + def kbest_trees(self, size): + cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal]* f_derivations = new kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal].Derivation* f_derivation + cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal]* e_derivations = new kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal].Derivation* e_derivation cdef unsigned k try: for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - tree = GetString(derivation._yield).c_str() - yield tree.decode('utf8') + f_derivation = f_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + e_derivation = e_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not f_derivation or not e_derivation: break + f_tree = unicode(GetString(f_derivation._yield).c_str(), 'utf8') + e_tree = unicode(GetString(e_derivation._yield).c_str(), 'utf8') + yield (f_tree, e_tree) finally: - del derivations + del f_derivations + del e_derivations def kbest_features(self, size): - cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) - cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation + cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation cdef SparseVector fmap cdef unsigned k try: @@ -77,17 +78,13 @@ cdef class Hypergraph: if self.rng == NULL: self.rng = new MT19937() hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) - cdef str sentence cdef unsigned k try: for k in range(hypos.size()): - sentence = GetString(hypos[0][k].words).c_str() - yield sentence.decode('utf8') + yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') finally: del hypos - # TODO richer k-best/sample output (feature vectors, trees?) - def intersect(self, Lattice lat): return hypergraph.Intersect(lat.lattice[0], self.hg) @@ -113,3 +110,105 @@ cdef class Hypergraph: raise TypeError('cannot reweight hypergraph with %s' % type(weights)) # TODO get feature expectations, get partition function ("inside" score) + + property edges: + def __get__(self): + cdef unsigned i + for i in range(self.hg.edges_.size()): + yield HypergraphEdge().init(self.hg, i) + + property nodes: + def __get__(self): + cdef unsigned i + for i in range(self.hg.nodes_.size()): + yield HypergraphNode().init(self.hg, i) + + property goal: + def __get__(self): + return HypergraphNode().init(self.hg, self.hg.GoalNode()) + + +include "trule.pxi" + +cdef class HypergraphEdge: + cdef hypergraph.Hypergraph* hg + cdef hypergraph.HypergraphEdge* edge + cdef public TRule trule + + cdef init(self, hypergraph.Hypergraph* hg, unsigned i): + self.hg = hg + self.edge = &hg.edges_[i] + self.trule = TRule() + self.trule.rule = self.edge.rule_.get() + return self + + def __len__(self): + return self.edge.tail_nodes_.size() + + property head_node: + def __get__(self): + return HypergraphNode().init(self.hg, self.edge.head_node_) + + property tail_nodes: + def __get__(self): + cdef unsigned i + for i in range(self.edge.tail_nodes_.size()): + yield HypergraphNode().init(self.hg, self.edge.tail_nodes_[i]) + + property span: + def __get__(self): + return (self.edge.i_, self.edge.j_) + + property feature_values: + def __get__(self): + cdef SparseVector vector = SparseVector() + vector.vector = new FastSparseVector[double](self.edge.feature_values_) + return vector + + property prob: + def __get__(self): + return self.edge.edge_prob_.as_float() + + def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): + if op == 2: # == + return x.edge == y.edge + elif op == 3: # != + return not (x == y) + raise NotImplemented('comparison not implemented for HypergraphEdge') + +cdef class HypergraphNode: + cdef hypergraph.Hypergraph* hg + cdef hypergraph.HypergraphNode* node + + cdef init(self, hypergraph.Hypergraph* hg, unsigned i): + self.hg = hg + self.node = &hg.nodes_[i] + return self + + property in_edges: + def __get__(self): + cdef unsigned i + for i in range(self.node.in_edges_.size()): + yield HypergraphEdge().init(self.hg, self.node.in_edges_[i]) + + property out_edges: + def __get__(self): + cdef unsigned i + for i in range(self.node.out_edges_.size()): + yield HypergraphEdge().init(self.hg, self.node.out_edges_[i]) + + property span: + def __get__(self): + return next(self.in_edges).span + + property cat: + def __get__(self): + if self.node.cat_: + return TDConvert(-self.node.cat_) + + def __richcmp__(HypergraphNode x, HypergraphNode y, int op): + if op == 2: # == + return x.node == y.node + elif op == 3: # != + return not (x == y) + raise NotImplemented('comparison not implemented for HypergraphNode') diff --git a/python/src/lattice.pxi b/python/src/lattice.pxi index f8341e29..c6b29e8b 100644 --- a/python/src/lattice.pxi +++ b/python/src/lattice.pxi @@ -22,12 +22,11 @@ cdef class Lattice: arcs = [] cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] cdef lattice.LatticeArc* arc - cdef str label cdef unsigned i for i in range(arc_vector.size()): arc = &arc_vector[i] - label = TDConvert(arc.label) - arcs.append((label.decode('utf8'), arc.cost, arc.dist2next)) + label = unicode(TDConvert(arc.label), 'utf8') + arcs.append((label, arc.cost, arc.dist2next)) return tuple(arcs) def __setitem__(self, int index, tuple arcs): diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi index d90eb9a6..4ba73168 100644 --- a/python/src/mteval.pxi +++ b/python/src/mteval.pxi @@ -1,15 +1,5 @@ cimport mteval -cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): - cdef bytes ret - if isinstance(sentence, unicode): - ret = sentence.encode('utf8') - elif isinstance(sentence, str): - ret = sentence - else: - raise TypeError(error_msg % type(sentence)) - return ret - cdef SufficientStats as_stats(x, y): if isinstance(x, SufficientStats): return x diff --git a/python/src/trule.pxi b/python/src/trule.pxi new file mode 100644 index 00000000..6168014d --- /dev/null +++ b/python/src/trule.pxi @@ -0,0 +1,55 @@ +def _phrase(phrase): + return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) + +cdef class TRule: + cdef hypergraph.TRule* rule + + property arity: + def __get__(self): + return self.rule.arity_ + + property f: + def __get__(self): + cdef vector[WordID]* f = &self.rule.f_ + cdef WordID w + cdef words = [] + cdef unsigned i + cdef int idx = 0 + for i in range(f.size()): + w = f[0][i] + if w < 0: + idx += 1 + words.append((TDConvert(-w), idx)) + else: + words.append(unicode(TDConvert(w), encoding='utf8')) + return words + + property e: + def __get__(self): + cdef vector[WordID]* e = &self.rule.e_ + cdef WordID w + cdef words = [] + cdef unsigned i + cdef int idx = 0 + for i in range(e.size()): + w = e[0][i] + if w < 1: + idx += 1 + words.append((TDConvert(1-w), idx)) + else: + words.append(unicode(TDConvert(w), encoding='utf8')) + return words + + property scores: + def __get__(self): + cdef SparseVector scores = SparseVector() + scores.vector = new FastSparseVector[double](self.rule.scores_) + return scores + + property lhs: + def __get__(self): + return TDConvert(-self.rule.lhs_) + + def __str__(self): + scores = ' '.join('%s=%s' % feat for feat in self.scores) + return '[%s] ||| %s ||| %s ||| %s' % (self.lhs, _phrase(self.f), _phrase(self.e), scores) diff --git a/python/src/utils.pxd b/python/src/utils.pxd index 94fab5ef..15e77c49 100644 --- a/python/src/utils.pxd +++ b/python/src/utils.pxd @@ -9,7 +9,6 @@ cdef extern from "" namespace "std": pass cdef cppclass istringstream(istream): istringstream(char*) - ostream cout cdef extern from "utils/weights.h": ctypedef double weight_t @@ -25,7 +24,8 @@ cdef extern from "utils/wordid.h": cdef extern from "utils/small_vector.h": cdef cppclass SmallVector[T]: - pass + T& operator[](unsigned) + unsigned size() cdef extern from "utils/sparse_vector.h": cdef cppclass FastSparseVector[T]: @@ -84,3 +84,11 @@ cdef extern from "" namespace "boost": cdef cppclass shared_ptr[T]: shared_ptr(shared_ptr& r) T* get() + +cdef extern from "": + cdef cppclass variable_value "const boost::program_options::variable_value": + string as_str "as" () + + cdef cppclass variables_map "const boost::program_options::variables_map": + unsigned count(char* name) + variable_value& operator[](char* name) diff --git a/python/test.py b/python/test.py index 8069aa0a..54859e81 100644 --- a/python/test.py +++ b/python/test.py @@ -2,12 +2,11 @@ import cdec import gzip -config = 'formalism=scfg' weights = '../tests/system_tests/australia/weights' grammar_file = '../tests/system_tests/australia/australia.scfg.gz' # Load decoder width configuration -decoder = cdec.Decoder(config) +decoder = cdec.Decoder(formalism='scfg') # Read weights decoder.read_weights(weights) @@ -26,15 +25,17 @@ forest = decoder.translate(sentence, grammar=grammar) # Get viterbi translation print 'Output[0]:', forest.viterbi().encode('utf8') -print ' ETree[0]:', forest.viterbi_tree().encode('utf8') -print ' FTree[0]:', forest.viterbi_source_tree().encode('utf8') +f_tree, e_tree = forest.viterbi_trees() +print ' FTree[0]:', f_tree.encode('utf8') +print ' ETree[0]:', e_tree.encode('utf8') print 'LgProb[0]:', forest.viterbi_features().dot(decoder.weights) # Get k-best translations -kbest = zip(forest.kbest(5), forest.kbest_tree(5), forest.kbest_features(5)) -for i, (sentence, tree, features) in enumerate(kbest, 1): +kbest = zip(forest.kbest(5), forest.kbest_trees(5), forest.kbest_features(5)) +for i, (sentence, (f_tree, e_tree), features) in enumerate(kbest, 1): print 'Output[%d]:' % i, sentence.encode('utf8') - print ' Tree[%d]:' % i, tree.encode('utf8') + print ' FTree[%d]:' % i, f_tree.encode('utf8') + print ' ETree[%d]:' % i, e_tree.encode('utf8') print ' FVect[%d]:' % i, dict(features) # Sample translations from the forest @@ -54,8 +55,9 @@ assert (lattice == tuple(lat)) assert forest.intersect(lat) # Get best synchronous parse -print forest.viterbi_tree() -print forest.viterbi_source_tree() +f_tree, e_tree = forest.viterbi_trees() +print 'FTree:', f_tree.encode('utf8') +print 'ETree:', e_tree.encode('utf8') # Compare 1best and reference feature vectors fref = forest.viterbi_features() -- cgit v1.2.3 From 30c3f2b7186e6dc19acb8856b280b8dd97d1f679 Mon Sep 17 00:00:00 2001 From: Kenneth Heafield Date: Mon, 16 Jul 2012 10:50:56 -0400 Subject: Fix slow backoff lookup --- klm/lm/model.cc | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/klm/lm/model.cc b/klm/lm/model.cc index c081788c..a2d31ce0 100644 --- a/klm/lm/model.cc +++ b/klm/lm/model.cc @@ -53,9 +53,6 @@ template void GenericModel void GenericModel::InitializeFromARPA(const char *file, const Config &config) { // Backing file is the ARPA. Steal it so we can make the backing file the mmap output if any. util::FilePiece f(backing_.file.release(), file, config.messages); @@ -126,7 +123,7 @@ template FullScoreReturn GenericModel Date: Fri, 20 Jul 2012 00:46:10 -0400 Subject: enable programmatic setting of grammar objects, cleanup of grammar handling --- decoder/decoder.cc | 10 +++----- decoder/decoder.h | 6 +++-- decoder/scfg_translator.cc | 63 ++++++++++++++++++---------------------------- decoder/translator.h | 4 +-- dtrain/dtrain.cc | 4 +-- python/src/_cdec.pyx | 2 +- 6 files changed, 38 insertions(+), 51 deletions(-) diff --git a/decoder/decoder.cc b/decoder/decoder.cc index 333f0fb6..ad4e9e07 100644 --- a/decoder/decoder.cc +++ b/decoder/decoder.cc @@ -743,16 +743,14 @@ bool Decoder::Decode(const string& input, DecoderObserver* o) { } vector& Decoder::CurrentWeightVector() { return pimpl_->CurrentWeightVector(); } const vector& Decoder::CurrentWeightVector() const { return pimpl_->CurrentWeightVector(); } -void Decoder::SetSupplementalGrammar(const std::string& grammar_string) { - assert(pimpl_->translator->GetDecoderType() == "SCFG"); - static_cast(*pimpl_->translator).SetSupplementalGrammar(grammar_string); +void Decoder::AddSupplementalGrammar(GrammarPtr gp) { + static_cast(*pimpl_->translator).AddSupplementalGrammar(gp); } -void Decoder::SetSentenceGrammarFromString(const std::string& grammar_str) { +void Decoder::AddSupplementalGrammarFromString(const std::string& grammar_string) { assert(pimpl_->translator->GetDecoderType() == "SCFG"); - static_cast(*pimpl_->translator).SetSentenceGrammarFromString(grammar_str); + static_cast(*pimpl_->translator).AddSupplementalGrammarFromString(grammar_string); } - bool DecoderImpl::Decode(const string& input, DecoderObserver* o) { string buf = input; NgramCache::Clear(); // clear ngram cache for remote LM (if used) diff --git a/decoder/decoder.h b/decoder/decoder.h index 6b2f7b16..bef2ff5e 100644 --- a/decoder/decoder.h +++ b/decoder/decoder.h @@ -37,6 +37,8 @@ struct DecoderObserver { virtual void NotifyDecodingComplete(const SentenceMetadata& smeta); }; +struct Grammar; // TODO once the decoder interface is cleaned up, + // this should be somewhere else struct Decoder { Decoder(int argc, char** argv); Decoder(std::istream* config_file); @@ -54,8 +56,8 @@ struct Decoder { // add grammar rules (currently only supported by SCFG decoders) // that will be used on subsequent calls to Decode. rules should be in standard // text format. This function does NOT read from a file. - void SetSupplementalGrammar(const std::string& grammar); - void SetSentenceGrammarFromString(const std::string& grammar_str); + void AddSupplementalGrammar(boost::shared_ptr gp); + void AddSupplementalGrammarFromString(const std::string& grammar_string); private: boost::program_options::variables_map conf; boost::shared_ptr pimpl_; diff --git a/decoder/scfg_translator.cc b/decoder/scfg_translator.cc index 185f979a..aaa6c40b 100644 --- a/decoder/scfg_translator.cc +++ b/decoder/scfg_translator.cc @@ -20,7 +20,6 @@ #define reverse_foreach BOOST_REVERSE_FOREACH using namespace std; -static bool usingSentenceGrammar = false; static bool printGrammarsUsed = false; struct SCFGTranslatorImpl { @@ -91,31 +90,31 @@ struct SCFGTranslatorImpl { bool show_tree_structure_; unsigned int ctf_iterations_; vector grammars; - GrammarPtr sup_grammar_; + set sup_grammars_; - struct Equals { Equals(const GrammarPtr& v) : v_(v) {} - bool operator()(const GrammarPtr& x) const { return x == v_; } const GrammarPtr& v_; }; + struct ContainedIn { + ContainedIn(const set& gs) : gs_(gs) {} + bool operator()(const GrammarPtr& x) const { return gs_.find(x) != gs_.end(); } + const set& gs_; + }; - void SetSupplementalGrammar(const std::string& grammar_string) { - grammars.erase(remove_if(grammars.begin(), grammars.end(), Equals(sup_grammar_)), grammars.end()); + void AddSupplementalGrammarFromString(const std::string& grammar_string) { + grammars.erase(remove_if(grammars.begin(), grammars.end(), ContainedIn(sup_grammars_)), grammars.end()); istringstream in(grammar_string); - sup_grammar_.reset(new TextGrammar(&in)); - grammars.push_back(sup_grammar_); + TextGrammar* sent_grammar = new TextGrammar(&in); + sent_grammar->SetMaxSpan(max_span_limit); + sent_grammar->SetGrammarName("SupFromString"); + AddSupplementalGrammar(GrammarPtr(sent_grammar)); } - struct NameEquals { NameEquals(const string name) : name_(name) {} - bool operator()(const GrammarPtr& x) const { return x->GetGrammarName() == name_; } const string name_; }; + void AddSupplementalGrammar(GrammarPtr gp) { + sup_grammars_.insert(gp); + grammars.push_back(gp); + } - void SetSentenceGrammarFromString(const std::string& grammar_str) { - assert(grammar_str != ""); - if (!SILENT) cerr << "Setting sentence grammar" << endl; - usingSentenceGrammar = true; - istringstream in(grammar_str); - TextGrammar* sent_grammar = new TextGrammar(&in); - sent_grammar->SetMaxSpan(max_span_limit); - sent_grammar->SetGrammarName("__psg"); - grammars.erase(remove_if(grammars.begin(), grammars.end(), NameEquals("__psg")), grammars.end()); - grammars.push_back(GrammarPtr(sent_grammar)); + void RemoveSupplementalGrammars() { + grammars.erase(remove_if(grammars.begin(), grammars.end(), ContainedIn(sup_grammars_)), grammars.end()); + sup_grammars_.clear(); } bool Translate(const string& input, @@ -301,34 +300,22 @@ Check for grammar pointer in the sentence markup, for use with sentence specific void SCFGTranslator::ProcessMarkupHintsImpl(const map& kv) { map::const_iterator it = kv.find("grammar"); - - if (it == kv.end()) { - usingSentenceGrammar= false; - return; - } - //Create sentence specific grammar from specified file name and load grammar into list of grammars - usingSentenceGrammar = true; TextGrammar* sentGrammar = new TextGrammar(it->second); sentGrammar->SetMaxSpan(pimpl_->max_span_limit); sentGrammar->SetGrammarName(it->second); - pimpl_->grammars.push_back(GrammarPtr(sentGrammar)); - + pimpl_->AddSupplementalGrammar(GrammarPtr(sentGrammar)); } -void SCFGTranslator::SetSupplementalGrammar(const std::string& grammar) { - pimpl_->SetSupplementalGrammar(grammar); +void SCFGTranslator::AddSupplementalGrammarFromString(const std::string& grammar) { + pimpl_->AddSupplementalGrammarFromString(grammar); } -void SCFGTranslator::SetSentenceGrammarFromString(const std::string& grammar_str) { - pimpl_->SetSentenceGrammarFromString(grammar_str); +void SCFGTranslator::AddSupplementalGrammar(GrammarPtr grammar) { + pimpl_->AddSupplementalGrammar(grammar); } void SCFGTranslator::SentenceCompleteImpl() { - - if(usingSentenceGrammar) // Drop the last sentence grammar from the list of grammars - { - pimpl_->grammars.pop_back(); - } + pimpl_->RemoveSupplementalGrammars(); } std::string SCFGTranslator::GetDecoderType() const { diff --git a/decoder/translator.h b/decoder/translator.h index cfd3b08a..fc2bb760 100644 --- a/decoder/translator.h +++ b/decoder/translator.h @@ -58,8 +58,8 @@ class SCFGTranslatorImpl; class SCFGTranslator : public Translator { public: SCFGTranslator(const boost::program_options::variables_map& conf); - void SetSupplementalGrammar(const std::string& grammar); - void SetSentenceGrammarFromString(const std::string& grammar); + void AddSupplementalGrammar(GrammarPtr gp); + void AddSupplementalGrammarFromString(const std::string& grammar); virtual std::string GetDecoderType() const; protected: bool TranslateImpl(const std::string& src, diff --git a/dtrain/dtrain.cc b/dtrain/dtrain.cc index b3e62914..b7a4bb6f 100644 --- a/dtrain/dtrain.cc +++ b/dtrain/dtrain.cc @@ -364,7 +364,7 @@ main(int argc, char** argv) boost::replace_all(in, "\t", "\n"); in += "\n"; grammar_buf_out << in << DTRAIN_GRAMMAR_DELIM << " " << in_split[0] << endl; - decoder.SetSentenceGrammarFromString(in); + decoder.AddSupplementalGrammarFromString(in); src_str_buf.push_back(in_split[1]); // decode observer->SetRef(ref_ids); @@ -378,7 +378,7 @@ main(int argc, char** argv) if (boost::starts_with(rule, DTRAIN_GRAMMAR_DELIM)) break; grammar_str += rule + "\n"; } - decoder.SetSentenceGrammarFromString(grammar_str); + decoder.AddSupplementalGrammarFromString(grammar_str); // decode observer->SetRef(ref_ids_buf[ii]); decoder.Decode(src_str_buf[ii], observer); diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx index 879e8b72..164d6570 100644 --- a/python/src/_cdec.pyx +++ b/python/src/_cdec.pyx @@ -98,7 +98,7 @@ cdef class Decoder: else: raise TypeError('Cannot translate input type %s' % type(sentence)) if grammar: - self.dec.SetSentenceGrammarFromString(string( grammar)) + self.dec.AddSupplementalGrammarFromString(string( grammar)) cdef decoder.BasicObserver observer = decoder.BasicObserver() self.dec.Decode(string(inp), &observer) if observer.hypergraph == NULL: -- cgit v1.2.3 From c4c9c2febd5af552ecddc215758e32b88013fbc7 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Fri, 20 Jul 2012 01:06:50 -0400 Subject: fix --- decoder/scfg_translator.cc | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/decoder/scfg_translator.cc b/decoder/scfg_translator.cc index aaa6c40b..a978cfc2 100644 --- a/decoder/scfg_translator.cc +++ b/decoder/scfg_translator.cc @@ -299,11 +299,12 @@ Check for grammar pointer in the sentence markup, for use with sentence specific */ void SCFGTranslator::ProcessMarkupHintsImpl(const map& kv) { map::const_iterator it = kv.find("grammar"); - - TextGrammar* sentGrammar = new TextGrammar(it->second); - sentGrammar->SetMaxSpan(pimpl_->max_span_limit); - sentGrammar->SetGrammarName(it->second); - pimpl_->AddSupplementalGrammar(GrammarPtr(sentGrammar)); + if (it != kv.end()) { + TextGrammar* sentGrammar = new TextGrammar(it->second); + sentGrammar->SetMaxSpan(pimpl_->max_span_limit); + sentGrammar->SetGrammarName(it->second); + pimpl_->AddSupplementalGrammar(GrammarPtr(sentGrammar)); + } } void SCFGTranslator::AddSupplementalGrammarFromString(const std::string& grammar) { -- cgit v1.2.3 From 06f90d83a1feafad301d365a4a437e44f68be45b Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Sat, 21 Jul 2012 01:22:53 -0400 Subject: [python] Support for grammars - Translation rules can now be create programatically - Grammars = list of translation rules can be used for translation - Feature expectations on the hypergraph (inside_outside) --- python/cdec/__init__.py | 3 +- python/cdec/scfg/extractor.py | 20 +- python/setup.py | 34 +- python/src/_cdec.cpp | 23051 +++++++++++++++++++++++----------------- python/src/_cdec.pyx | 29 +- python/src/decoder.pxd | 7 +- python/src/grammar.pxd | 43 + python/src/grammar.pxi | 176 + python/src/hypergraph.pxd | 15 +- python/src/hypergraph.pxi | 28 +- python/src/lattice.pxi | 2 +- python/src/trule.pxi | 55 - python/src/utils.pxd | 2 + python/src/vectors.pxi | 1 + python/test.py | 3 + 15 files changed, 13863 insertions(+), 9606 deletions(-) create mode 100644 python/src/grammar.pxd create mode 100644 python/src/grammar.pxi delete mode 100644 python/src/trule.pxi diff --git a/python/cdec/__init__.py b/python/cdec/__init__.py index 0d7b8782..89c323ba 100644 --- a/python/cdec/__init__.py +++ b/python/cdec/__init__.py @@ -1,2 +1 @@ -from _cdec import Decoder, Lattice -import score +from _cdec import Decoder, Lattice, TRule, NT, NTRef diff --git a/python/cdec/scfg/extractor.py b/python/cdec/scfg/extractor.py index 0a45ddb8..1dfa2421 100644 --- a/python/cdec/scfg/extractor.py +++ b/python/cdec/scfg/extractor.py @@ -1,3 +1,5 @@ +import sys, os +import re import StringIO from itertools import chain @@ -32,7 +34,16 @@ class PhonyGrammar: pass class GrammarExtractor: - def __init__(self, config): + def __init__(self, cfg): + if isinstance(cfg, dict): + config = cfg + elif isinstance(cfg, str): + cfg_file = os.path.basename(cfg) + if not re.match(r'^\w+\.py$', cfg_file): + raise ValueError('Config must be a *.py file') + sys.path.append(os.path.dirname(cfg)) + config = __import__(cfg_file.replace('.py', '')).__dict__ + sys.path.pop() alignment = calignment.Alignment(config['a_file'], from_binary=True) self.factory = rulefactory.HieroCachingRuleFactory( # compiled alignment object (REQUIRED) @@ -99,13 +110,10 @@ class GrammarExtractor: return str(out) def main(config): - sys.path.append(os.path.dirname(config)) - module = __import__(os.path.basename(config).replace('.py', '')) - extractor = GrammarExtractor(module.__dict__) - print extractor.grammar(next(sys.stdin)) + extractor = GrammarExtractor(config) + sys.stdout.write(extractor.grammar(next(sys.stdin))) if __name__ == '__main__': - import sys, os if len(sys.argv) != 2 or not sys.argv[1].endswith('.py'): sys.stderr.write('Usage: %s config.py\n' % sys.argv[0]) sys.exit(1) diff --git a/python/setup.py b/python/setup.py index cc8b289d..701841a4 100644 --- a/python/setup.py +++ b/python/setup.py @@ -1,30 +1,50 @@ from distutils.core import setup from distutils.extension import Extension -from Cython.Distutils import build_ext +import sys import os +import glob INC = ['..', 'src/', '../decoder', '../utils', '../mteval'] LIB = ['../decoder', '../utils', '../mteval', '../training', '../klm/lm', '../klm/util'] +LINK_ARGS = [] +# Detect Boost BOOST_ROOT = os.getenv('BOOST_ROOT') if BOOST_ROOT: - INC.append(os.path.join(BOOST_ROOT, 'include/')) - LIB.append(os.path.join(BOOST_ROOT, 'lib/')) + BOOST_INC = os.path.join(BOOST_ROOT, 'include') + BOOST_LIB = os.path.join(BOOST_ROOT, 'lib') + if not os.path.exists(BOOST_INC): + sys.stderr.write('Error: could not find Boost headers in <%s>\n' % BOOST_INC) + sys.exit(1) + if not os.path.exists(BOOST_LIB): + sys.stderr.write('Error: could not find Boost libraries in <%s>\n' % BOOST_LIB) + sys.exit(1) + INC.append(BOOST_INC) + LIB.append(BOOST_LIB) + LINK_ARGS += ['-Wl,-rpath', '-Wl,'+BOOST_LIB] +else: + BOOST_LIB = '/usr/local/lib' + +# Detect -mt +if glob.glob(os.path.join(BOOST_LIB, 'libboost_program_options-mt.*')): + BOOST_PROGRAM_OPTIONS = 'boost_program_options-mt' +else: + BOOST_PROGRAM_OPTIONS = 'boost_program_options' ext_modules = [ Extension(name='_cdec', - sources=['src/_cdec.pyx'], + sources=['src/_cdec.cpp'], language='C++', include_dirs=INC, library_dirs=LIB, - libraries=['boost_program_options-mt', 'z', + libraries=[BOOST_PROGRAM_OPTIONS, 'z', 'cdec', 'utils', 'mteval', 'training', 'klm', 'klm_util'], - extra_compile_args=['-DHAVE_CONFIG_H']), + extra_compile_args=['-DHAVE_CONFIG_H'], + extra_link_args=LINK_ARGS), ] setup( name='cdec', - cmdclass={'build_ext': build_ext}, ext_modules=ext_modules, packages=['cdec', 'cdec.scfg'] ) diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index e86dcf7b..3c95ca50 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Wed Jul 11 16:05:22 2012 */ +/* Generated by Cython 0.16 on Fri Jul 20 18:16:48 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -286,14 +286,16 @@ #include "utils/sampler.h" #include #include -#include "decoder/lattice.h" #include "decoder/trule.h" +#include "decoder/grammar.h" +#include "decoder/lattice.h" #include "decoder/hg.h" #include "decoder/viterbi.h" #include "decoder/hg_io.h" #include "decoder/hg_intersect.h" #include "decoder/hg_sampler.h" #include "decoder/csplit.h" +#include "decoder/inside_outside.h" #include "decoder/ff_register.h" #include "decoder/decoder.h" #include "observer.h" @@ -384,57 +386,64 @@ static const char *__pyx_filename; static const char *__pyx_f[] = { "_cdec.pyx", "vectors.pxi", + "grammar.pxi", "hypergraph.pxi", "lattice.pxi", - "trule.pxi", "mteval.pxi", }; /*--- Type declarations ---*/ struct __pyx_obj_5_cdec_Scorer; -struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config; -struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr; -struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr; -struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__; +struct __pyx_obj_5_cdec_NTRef; +struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__; +struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr; +struct __pyx_obj_5_cdec_Grammar; struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__; -struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot; +struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase; struct __pyx_obj_5_cdec_CandidateSet; struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__; +struct __pyx_obj_5_cdec_BaseTRule; struct __pyx_obj_5_cdec_TRule; -struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees; +struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr; struct __pyx_obj_5_cdec_SegmentEvaluator; -struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features; -struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample; +struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__; struct __pyx_obj_5_cdec_Candidate; -struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr; +struct __pyx_obj_5_cdec_NT; struct __pyx_obj_5_cdec_HypergraphEdge; struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__; struct __pyx_obj_5_cdec_Decoder; struct __pyx_obj_5_cdec_HypergraphNode; struct __pyx_obj_5_cdec_SparseVector; -struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr; +struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__; struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__; -struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest; +struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__; struct __pyx_obj_5_cdec_DenseVector; -struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines; +struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__; struct __pyx_obj_5_cdec_SufficientStats; -struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot; +struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest; +struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features; +struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__; +struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees; struct __pyx_obj_5_cdec_Hypergraph; struct __pyx_obj_5_cdec_Lattice; -struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase; -struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__; -struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample; +struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config; +struct __pyx_obj_5_cdec_TextGrammar; +struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines; struct __pyx_opt_args_5_cdec_as_str; /* "_cdec.pyx":6 * cimport decoder * - * cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< + * cdef char* as_str(data, error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< * cdef bytes ret - * if isinstance(sentence, unicode): + * if isinstance(data, unicode): */ struct __pyx_opt_args_5_cdec_as_str { int __pyx_n; @@ -454,39 +463,42 @@ struct __pyx_obj_5_cdec_Scorer { }; -/* "_cdec.pyx":27 - * class ParseFailed(Exception): pass +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":18 + * return '[%s]' % self.cat * - * def _make_config(config): # <<<<<<<<<<<<<< - * for key, value in config.items(): - * if isinstance(value, dict): + * cdef class NTRef: # <<<<<<<<<<<<<< + * cdef public unsigned ref + * def __init__(self, ref): + */ +struct __pyx_obj_5_cdec_NTRef { + PyObject_HEAD + unsigned int ref; +}; + + +/* "_cdec.pyx":43 + * cdef DenseVector weights + * + * def __cinit__(self, config_str=None, **config): # <<<<<<<<<<<<<< + * """ Configuration can be given as a string: + * Decoder('formalism = scfg') */ -struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config { +struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ { PyObject_HEAD PyObject *__pyx_v_config; - PyObject *__pyx_v_info; - PyObject *__pyx_v_key; - PyObject *__pyx_v_name; - PyObject *__pyx_v_value; - PyObject *__pyx_t_0; - PyObject *__pyx_t_1; - Py_ssize_t __pyx_t_2; - PyObject *(*__pyx_t_3)(PyObject *); - Py_ssize_t __pyx_t_4; - PyObject *(*__pyx_t_5)(PyObject *); }; -/* "_cdec.pyx":53 +/* "_cdec.pyx":54 * 'csplit', 'tagger', 'lexalign'): * raise InvalidConfig('formalism "%s" unknown' % formalism) * config_str = '\n'.join('%s = %s' % kv for kv in _make_config(config)) # <<<<<<<<<<<<<< * cdef istringstream* config_stream = new istringstream(config_str) * self.dec = new decoder.Decoder(config_stream) */ -struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr { +struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr { PyObject_HEAD - struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *__pyx_outer_scope; + struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *__pyx_outer_scope; PyObject *__pyx_v_kv; PyObject *__pyx_t_0; Py_ssize_t __pyx_t_1; @@ -494,80 +506,58 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":2 - * def _phrase(phrase): - * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) # <<<<<<<<<<<<<< +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":146 + * self.rule.get().ComputeArity() * - * cdef class TRule: - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr { - PyObject_HEAD - struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *__pyx_outer_scope; - PyObject *__pyx_v_w; - PyObject *__pyx_t_0; - Py_ssize_t __pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":53 - * return TDConvert(-self.rule.lhs_) + * cdef class Grammar: # <<<<<<<<<<<<<< + * cdef shared_ptr[grammar.Grammar]* grammar * - * def __str__(self): # <<<<<<<<<<<<<< - * scores = ' '.join('%s=%s' % feat for feat in self.scores) - * return '[%s] ||| %s ||| %s ||| %s' % (self.lhs, _phrase(self.f), _phrase(self.e), scores) */ -struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ { +struct __pyx_obj_5_cdec_Grammar { PyObject_HEAD - struct __pyx_obj_5_cdec_TRule *__pyx_v_self; + boost::shared_ptr *grammar; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":189 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":119 * - * property in_edges: + * property nodes: * def __get__(self): # <<<<<<<<<<<<<< * cdef unsigned i - * for i in range(self.node.in_edges_.size()): + * for i in range(self.hg.nodes_.size()): */ struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ { PyObject_HEAD unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; size_t __pyx_t_0; unsigned int __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":49 - * return hypergraph.AsPLF(self.lattice[0], True).c_str() +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":57 + * del self.lattice * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(len(self)): + * def todot(self): # <<<<<<<<<<<<<< + * def lines(): + * yield 'digraph lattice {' */ -struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot { PyObject_HEAD - unsigned int __pyx_v_i; struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; - Py_ssize_t __pyx_t_0; - unsigned int __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":121 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":3 + * cimport grammar + * + * def _phrase(phrase): # <<<<<<<<<<<<<< + * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) * - * property nodes: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(self.hg.nodes_.size()): */ -struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase { PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - size_t __pyx_t_0; - unsigned int __pyx_t_1; + PyObject *__pyx_v_phrase; }; @@ -586,55 +576,61 @@ struct __pyx_obj_5_cdec_CandidateSet { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":195 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":167 * - * property out_edges: + * property tail_nodes: * def __get__(self): # <<<<<<<<<<<<<< * cdef unsigned i - * for i in range(self.node.out_edges_.size()): + * for i in range(self.edge.tail_nodes_.size()): */ struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ { PyObject_HEAD unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self; - size_t __pyx_t_0; + struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self; + unsigned int __pyx_t_0; unsigned int __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":4 - * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":26 + * return '[%d]' % self.ref * - * cdef class TRule: # <<<<<<<<<<<<<< - * cdef hypergraph.TRule* rule + * cdef class BaseTRule: # <<<<<<<<<<<<<< + * cdef shared_ptr[grammar.TRule]* rule * */ -struct __pyx_obj_5_cdec_TRule { +struct __pyx_obj_5_cdec_BaseTRule { PyObject_HEAD - TRule *rule; + boost::shared_ptr *rule; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":43 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":135 + * _phrase(self.f), _phrase(self.e), scores) * - * def kbest_trees(self, size): # <<<<<<<<<<<<<< - * cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal]* f_derivations = new kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal](self.hg[0], size) - * cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal].Derivation* f_derivation + * cdef class TRule(BaseTRule): # <<<<<<<<<<<<<< + * def __cinit__(self, lhs, f, e, scores, a=None): + * self.rule = new shared_ptr[grammar.TRule](new grammar.TRule()) + */ +struct __pyx_obj_5_cdec_TRule { + struct __pyx_obj_5_cdec_BaseTRule __pyx_base; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":4 + * + * def _phrase(phrase): + * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) # <<<<<<<<<<<<<< + * + * cdef class NT: */ -struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees { +struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr { PyObject_HEAD - KBest::KBestDerivations,ETreeTraversal>::Derivation *__pyx_v_e_derivation; - KBest::KBestDerivations,ETreeTraversal> *__pyx_v_e_derivations; - PyObject *__pyx_v_e_tree; - KBest::KBestDerivations,FTreeTraversal>::Derivation *__pyx_v_f_derivation; - KBest::KBestDerivations,FTreeTraversal> *__pyx_v_f_derivations; - PyObject *__pyx_v_f_tree; - unsigned int __pyx_v_k; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_size; - unsigned int __pyx_t_0; - long __pyx_t_1; + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *__pyx_outer_scope; + PyObject *__pyx_v_w; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); }; @@ -652,41 +648,20 @@ struct __pyx_obj_5_cdec_SegmentEvaluator { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61 - * del e_derivations - * - * def kbest_features(self, size): # <<<<<<<<<<<<<< - * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) - * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features { - PyObject_HEAD - KBest::KBestDerivations,FeatureVectorTraversal>::Derivation *__pyx_v_derivation; - KBest::KBestDerivations,FeatureVectorTraversal> *__pyx_v_derivations; - struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap; - unsigned int __pyx_v_k; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_size; - unsigned int __pyx_t_0; - long __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":44 + * return self.stats.size() * - * def sample(self, unsigned n): # <<<<<<<<<<<<<< - * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() - * if self.rng == NULL: + * def __iter__(self): # <<<<<<<<<<<<<< + * for i in range(len(self)): + * yield self.stats[0][i] */ -struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample { +struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ { PyObject_HEAD - std::vector *__pyx_v_hypos; - unsigned int __pyx_v_k; - unsigned int __pyx_v_n; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - size_t __pyx_t_0; - unsigned int __pyx_t_1; + PyObject *__pyx_v_i; + struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self; + Py_ssize_t __pyx_t_0; + PyObject *__pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); }; @@ -704,24 +679,39 @@ struct __pyx_obj_5_cdec_Candidate { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":115 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":131 * - * property edges: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(self.hg.edges_.size()): + * def __str__(self): + * scores = ' '.join('%s=%s' % feat for feat in self.scores) # <<<<<<<<<<<<<< + * return '%s ||| %s ||| %s ||| %s' % (self.lhs, + * _phrase(self.f), _phrase(self.e), scores) */ -struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr { PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - size_t __pyx_t_0; - unsigned int __pyx_t_1; + struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *__pyx_outer_scope; + PyObject *__pyx_v_feat; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":6 + * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) + * + * cdef class NT: # <<<<<<<<<<<<<< + * cdef public char* cat + * cdef public unsigned ref + */ +struct __pyx_obj_5_cdec_NT { + PyObject_HEAD + char *cat; + unsigned int ref; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":133 - * include "trule.pxi" +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":147 + * return vector * * cdef class HypergraphEdge: # <<<<<<<<<<<<<< * cdef hypergraph.Hypergraph* hg @@ -732,7 +722,7 @@ struct __pyx_obj_5_cdec_HypergraphEdge { struct __pyx_vtabstruct_5_cdec_HypergraphEdge *__pyx_vtab; Hypergraph *hg; const Hypergraph::Edge *edge; - struct __pyx_obj_5_cdec_TRule *trule; + struct __pyx_obj_5_cdec_BaseTRule *trule; }; @@ -741,36 +731,52 @@ struct __pyx_obj_5_cdec_HypergraphEdge { * * def __iter__(self): # <<<<<<<<<<<<<< * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) - * try: + * cdef unsigned i */ struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { PyObject_HEAD - size_t __pyx_v_i; + unsigned int __pyx_v_i; FastSparseVector::const_iterator *__pyx_v_it; struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self; size_t __pyx_t_0; - size_t __pyx_t_1; + unsigned int __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":44 - * return self.stats.size() +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":209 * - * def __iter__(self): # <<<<<<<<<<<<<< - * for i in range(len(self)): - * yield self.stats[0][i] + * property out_edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.node.out_edges_.size()): */ -struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ { PyObject_HEAD - PyObject *__pyx_v_i; - struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self; - Py_ssize_t __pyx_t_0; - PyObject *__pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":90 + * + * property a: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ { + PyObject_HEAD + std::vector *__pyx_v_a; + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; }; -/* "_cdec.pyx":38 +/* "_cdec.pyx":39 * yield key, bytes(value) * * cdef class Decoder: # <<<<<<<<<<<<<< @@ -784,7 +790,7 @@ struct __pyx_obj_5_cdec_Decoder { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":179 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":193 * raise NotImplemented('comparison not implemented for HypergraphEdge') * * cdef class HypergraphNode: # <<<<<<<<<<<<<< @@ -812,106 +818,83 @@ struct __pyx_obj_5_cdec_SparseVector { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":54 +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":49 + * return hypergraph.AsPLF(self.lattice[0], True).c_str() * - * def __str__(self): - * scores = ' '.join('%s=%s' % feat for feat in self.scores) # <<<<<<<<<<<<<< - * return '[%s] ||| %s ||| %s ||| %s' % (self.lhs, _phrase(self.f), _phrase(self.e), scores) + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): */ -struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr { +struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ { PyObject_HEAD - struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *__pyx_outer_scope; - PyObject *__pyx_v_feat; - PyObject *__pyx_t_0; - Py_ssize_t __pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":153 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":113 * - * property tail_nodes: + * property edges: * def __get__(self): # <<<<<<<<<<<<<< * cdef unsigned i - * for i in range(self.edge.tail_nodes_.size()): + * for i in range(self.hg.edges_.size()): */ struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ { PyObject_HEAD unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self; - unsigned int __pyx_t_0; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + size_t __pyx_t_0; unsigned int __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":22 - * self.vector[0][fid] = value +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 + * return candidate * * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned fid - * for fid in range(1, self.vector.size()): + * cdef unsigned i + * for i in range(len(self)): */ -struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ { PyObject_HEAD - unsigned int __pyx_v_fid; - struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self; - size_t __pyx_t_0; + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self; + Py_ssize_t __pyx_t_0; unsigned int __pyx_t_1; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":31 - * return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3 + * from cython.operator cimport preincrement as pinc + * + * cdef class DenseVector: # <<<<<<<<<<<<<< + * cdef vector[weight_t]* vector # Not owned by DenseVector * - * def kbest(self, size): # <<<<<<<<<<<<<< - * cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal]* derivations = new kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal](self.hg[0], size) - * cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal].Derivation* derivation */ -struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest { - PyObject_HEAD - KBest::KBestDerivations,ESentenceTraversal>::Derivation *__pyx_v_derivation; - KBest::KBestDerivations,ESentenceTraversal> *__pyx_v_derivations; - unsigned int __pyx_v_k; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_size; - unsigned int __pyx_t_0; - long __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3 - * from cython.operator cimport preincrement as pinc - * - * cdef class DenseVector: # <<<<<<<<<<<<<< - * cdef vector[weight_t]* vector # Not owned by DenseVector - * - */ -struct __pyx_obj_5_cdec_DenseVector { +struct __pyx_obj_5_cdec_DenseVector { PyObject_HEAD std::vector *vector; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":152 + * del self.grammar * - * def todot(self): - * def lines(): # <<<<<<<<<<<<<< - * yield 'digraph lattice {' - * yield 'rankdir = LR;' + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef grammar.GrammarIter* root = self.grammar.get().GetRoot() + * cdef grammar.RuleBin* rbin = root.GetRules() */ -struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines { +struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ { PyObject_HEAD - struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *__pyx_outer_scope; - PyObject *__pyx_v_delta; - PyObject *__pyx_v_i; - PyObject *__pyx_v_label; - PyObject *__pyx_v_weight; - Py_ssize_t __pyx_t_0; - PyObject *__pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); - PyObject *__pyx_t_3; - Py_ssize_t __pyx_t_4; - PyObject *(*__pyx_t_5)(PyObject *); + unsigned int __pyx_v_i; + const RuleBin *__pyx_v_rbin; + const GrammarIter *__pyx_v_root; + struct __pyx_obj_5_cdec_Grammar *__pyx_v_self; + struct __pyx_obj_5_cdec_TRule *__pyx_v_trule; + int __pyx_t_0; + unsigned int __pyx_t_1; }; @@ -929,16 +912,94 @@ struct __pyx_obj_5_cdec_SufficientStats { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":57 - * del self.lattice +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":31 + * return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') * - * def todot(self): # <<<<<<<<<<<<<< - * def lines(): - * yield 'digraph lattice {' + * def kbest(self, size): # <<<<<<<<<<<<<< + * cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal]* derivations = new kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal](self.hg[0], size) + * cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal].Derivation* derivation */ -struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot { +struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest { PyObject_HEAD - struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; + KBest::KBestDerivations,ESentenceTraversal>::Derivation *__pyx_v_derivation; + KBest::KBestDerivations,ESentenceTraversal> *__pyx_v_derivations; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_size; + unsigned int __pyx_t_0; + long __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61 + * del e_derivations + * + * def kbest_features(self, size): # <<<<<<<<<<<<<< + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features { + PyObject_HEAD + KBest::KBestDerivations,FeatureVectorTraversal>::Derivation *__pyx_v_derivation; + KBest::KBestDerivations,FeatureVectorTraversal> *__pyx_v_derivations; + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_size; + unsigned int __pyx_t_0; + long __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":203 + * + * property in_edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.node.in_edges_.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":130 + * self.rule.get().lhs_ = -TDConvert(lhs.cat) + * + * def __str__(self): # <<<<<<<<<<<<<< + * scores = ' '.join('%s=%s' % feat for feat in self.scores) + * return '%s ||| %s ||| %s ||| %s' % (self.lhs, + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ { + PyObject_HEAD + struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":43 + * del derivations + * + * def kbest_trees(self, size): # <<<<<<<<<<<<<< + * cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal]* f_derivations = new kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal](self.hg[0], size) + * cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal].Derivation* f_derivation + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees { + PyObject_HEAD + KBest::KBestDerivations,ETreeTraversal>::Derivation *__pyx_v_e_derivation; + KBest::KBestDerivations,ETreeTraversal> *__pyx_v_e_derivations; + PyObject *__pyx_v_e_tree; + KBest::KBestDerivations,FTreeTraversal>::Derivation *__pyx_v_f_derivation; + KBest::KBestDerivations,FTreeTraversal> *__pyx_v_f_derivations; + PyObject *__pyx_v_f_tree; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_size; + unsigned int __pyx_t_0; + long __pyx_t_1; }; @@ -969,48 +1030,100 @@ struct __pyx_obj_5_cdec_Lattice { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":1 - * def _phrase(phrase): # <<<<<<<<<<<<<< - * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 + * del derivations * + * def sample(self, unsigned n): # <<<<<<<<<<<<<< + * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() + * if self.rng == NULL: */ -struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase { +struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample { PyObject_HEAD - PyObject *__pyx_v_phrase; + std::vector *__pyx_v_hypos; + unsigned int __pyx_v_k; + unsigned int __pyx_v_n; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; }; -/* "_cdec.pyx":42 - * cdef DenseVector weights +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":22 + * self.vector[0][fid] = value * - * def __cinit__(self, config_str=None, **config): # <<<<<<<<<<<<<< - * """ Configuration can be given as a string: - * Decoder('formalism = scfg') + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned fid + * for fid in range(1, self.vector.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ { + PyObject_HEAD + unsigned int __pyx_v_fid; + struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "_cdec.pyx":28 + * class ParseFailed(Exception): pass + * + * def _make_config(config): # <<<<<<<<<<<<<< + * for key, value in config.items(): + * if isinstance(value, dict): */ -struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config { PyObject_HEAD PyObject *__pyx_v_config; + PyObject *__pyx_v_info; + PyObject *__pyx_v_key; + PyObject *__pyx_v_name; + PyObject *__pyx_v_value; + PyObject *__pyx_t_0; + PyObject *__pyx_t_1; + Py_ssize_t __pyx_t_2; + PyObject *(*__pyx_t_3)(PyObject *); + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 - * return candidate +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":169 + * self.grammar.get().SetGrammarName(string(name)) * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(len(self)): + * cdef class TextGrammar(Grammar): # <<<<<<<<<<<<<< + * def __cinit__(self, rules): + * self.grammar = new shared_ptr[grammar.Grammar](new grammar.TextGrammar()) + */ +struct __pyx_obj_5_cdec_TextGrammar { + struct __pyx_obj_5_cdec_Grammar __pyx_base; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 + * + * def todot(self): + * def lines(): # <<<<<<<<<<<<<< + * yield 'digraph lattice {' + * yield 'rankdir = LR;' */ -struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines { PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self; + struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *__pyx_outer_scope; + PyObject *__pyx_v_delta; + PyObject *__pyx_v_i; + PyObject *__pyx_v_label; + PyObject *__pyx_v_weight; Py_ssize_t __pyx_t_0; - unsigned int __pyx_t_1; + PyObject *__pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); + PyObject *__pyx_t_3; + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":179 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":193 * raise NotImplemented('comparison not implemented for HypergraphEdge') * * cdef class HypergraphNode: # <<<<<<<<<<<<<< @@ -1024,8 +1137,8 @@ struct __pyx_vtabstruct_5_cdec_HypergraphNode { static struct __pyx_vtabstruct_5_cdec_HypergraphNode *__pyx_vtabptr_5_cdec_HypergraphNode; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":133 - * include "trule.pxi" +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":147 + * return vector * * cdef class HypergraphEdge: # <<<<<<<<<<<<<< * cdef hypergraph.Hypergraph* hg @@ -1102,6 +1215,8 @@ static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); + static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/ static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ @@ -1111,15 +1226,6 @@ static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/ -static CYTHON_INLINE int __Pyx_NegateNonNeg(int b) { - return unlikely(b < 0) ? b : !b; -} -static CYTHON_INLINE PyObject* __Pyx_PyBoolOrNull_FromLong(long b) { - return unlikely(b < 0) ? NULL : __Pyx_PyBool_FromLong(b); -} - -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); - static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { if (likely(PyList_CheckExact(L))) { if (PyList_Append(L, x) < 0) return NULL; @@ -1136,15 +1242,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { } } -#define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL); -static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject *, PyObject *); /*proto*/ - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); - -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); - -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ - static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { PyObject *r; if (!j) return NULL; @@ -1217,6 +1314,22 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i) return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); } +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ + +static CYTHON_INLINE int __Pyx_NegateNonNeg(int b) { + return unlikely(b < 0) ? b : !b; +} +static CYTHON_INLINE PyObject* __Pyx_PyBoolOrNull_FromLong(long b) { + return unlikely(b < 0) ? NULL : __Pyx_PyBool_FromLong(b); +} + +#define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL); +static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject *, PyObject *); /*proto*/ + static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ #define __Pyx_PyObject_AsDouble(obj) \ ((likely(PyFloat_CheckExact(obj))) ? \ @@ -1232,6 +1345,8 @@ static PyObject *__Pyx_FindPy2Metaclass(PyObject *bases); /*proto*/ static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *name, PyObject *modname); /*proto*/ +static CYTHON_INLINE WordID __Pyx_PyInt_from_py_WordID(PyObject *); + static PyObject* __Pyx_Globals(void); /*proto*/ #define __Pyx_CyFunction_USED 1 @@ -1378,6 +1493,8 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ /* Module declarations from 'utils' */ +/* Module declarations from 'grammar' */ + /* Module declarations from 'lattice' */ /* Module declarations from 'hypergraph' */ @@ -1391,8 +1508,13 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ /* Module declarations from '_cdec' */ static PyTypeObject *__pyx_ptype_5_cdec_DenseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_SparseVector = 0; -static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; +static PyTypeObject *__pyx_ptype_5_cdec_NT = 0; +static PyTypeObject *__pyx_ptype_5_cdec_NTRef = 0; +static PyTypeObject *__pyx_ptype_5_cdec_BaseTRule = 0; static PyTypeObject *__pyx_ptype_5_cdec_TRule = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Grammar = 0; +static PyTypeObject *__pyx_ptype_5_cdec_TextGrammar = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; static PyTypeObject *__pyx_ptype_5_cdec_HypergraphEdge = 0; static PyTypeObject *__pyx_ptype_5_cdec_HypergraphNode = 0; static PyTypeObject *__pyx_ptype_5_cdec_Lattice = 0; @@ -1404,27 +1526,29 @@ static PyTypeObject *__pyx_ptype_5_cdec_Scorer = 0; static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_trees = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5_sample = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6___get__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7___get__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8__phrase = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_9_genexpr = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_10___str__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_11_genexpr = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_2__phrase = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_genexpr = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5___str__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6_genexpr = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8_kbest = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_9_kbest_trees = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_10_kbest_features = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_11_sample = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_12___get__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_13___get__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_14___get__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_15___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_16_todot = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_17_lines = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_18___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_19___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_20__make_config = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_21___cinit__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_22_genexpr = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_15___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_16___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_17___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_18_todot = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_19_lines = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_20___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_21___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_22__make_config = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_23___cinit__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_24_genexpr = 0; static char *__pyx_f_5_cdec_as_str(PyObject *, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args); /*proto*/ static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject *, PyObject *); /*proto*/ #define __Pyx_MODULE_NAME "_cdec" @@ -1436,6 +1560,7 @@ static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_KeyError; static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_NotImplemented; +static PyObject *__pyx_builtin_ValueError; static PyObject *__pyx_builtin_eval; static PyObject *__pyx_builtin_enumerate; static PyObject *__pyx_builtin_IndexError; @@ -1468,6 +1593,38 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_33__mul__(PyObject *__pyx_v_x, P #if PY_MAJOR_VERSION < 3 static PyObject *__pyx_pf_5_cdec_12SparseVector_35__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ #endif +static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_phrase); /* proto */ +static int __pyx_pf_5_cdec_2NT___init__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_cat, PyObject *__pyx_v_ref); /* proto */ +static PyObject *__pyx_pf_5_cdec_2NT_2__str__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_2NT_3cat___get__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_2NT_3cat_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_5_cdec_2NT_3ref___get__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_2NT_3ref_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_5_cdec_5NTRef___init__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, PyObject *__pyx_v_ref); /* proto */ +static PyObject *__pyx_pf_5_cdec_5NTRef_2__str__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5NTRef_3ref___get__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5NTRef_3ref_2__set__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static void __pyx_pf_5_cdec_9BaseTRule___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9BaseTRule_5arity___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_9BaseTRule_1f_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_5_cdec_9BaseTRule_1e___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_9BaseTRule_1e_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_e); /* proto */ +static PyObject *__pyx_pf_5_cdec_9BaseTRule_1a___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_9BaseTRule_1a_3__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_a); /* proto */ +static PyObject *__pyx_pf_5_cdec_9BaseTRule_6scores___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_9BaseTRule_6scores_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_scores); /* proto */ +static PyObject *__pyx_pf_5_cdec_9BaseTRule_3lhs___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_9BaseTRule_3lhs_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_lhs); /* proto */ +static PyObject *__pyx_pf_5_cdec_9BaseTRule_7__str___genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9BaseTRule_2__str__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5TRule___cinit__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_lhs, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_a); /* proto */ +static void __pyx_pf_5_cdec_7Grammar___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Grammar_2__iter__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Grammar_4name___get__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_7Grammar_4name_2__set__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ +static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextGrammar *__pyx_v_self, PyObject *__pyx_v_rules); /* proto */ static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ @@ -1484,15 +1641,8 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_28reweight(struct __pyx_obj_5_cdec static PyObject *__pyx_pf_5_cdec_10Hypergraph_5edges___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_5nodes___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_4goal___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_phrase); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_5arity___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_1f___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_1e___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_6scores___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_3lhs___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule___str__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_6npaths___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_30inside_outside(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static Py_ssize_t __pyx_pf_5_cdec_14HypergraphEdge___len__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_9head_node___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_10tail_nodes___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ @@ -1508,7 +1658,7 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(struct __py static PyObject *__pyx_pf_5_cdec_14HypergraphNode_4span___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_14HypergraphNode_3cat___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_14HypergraphNode___richcmp__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_y, int __pyx_v_op); /* proto */ -static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ +static int __pyx_pf_5_cdec_7Lattice___cinit__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */ static Py_ssize_t __pyx_pf_5_cdec_7Lattice_6__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ @@ -1553,41 +1703,46 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec static char __pyx_k_1[] = "Cannot convert type %s to str"; static char __pyx_k_3[] = "cannot take the dot product of %s and SparseVector"; static char __pyx_k_4[] = "comparison not implemented for SparseVector"; -static char __pyx_k_6[] = "csplit_preserve_full_word"; -static char __pyx_k_7[] = "cannot reweight hypergraph with %s"; +static char __pyx_k_7[] = " "; static char __pyx_k_8[] = "[%s,%d]"; -static char __pyx_k_10[] = " "; +static char __pyx_k_9[] = "[%s]"; +static char __pyx_k_10[] = "[%d]"; static char __pyx_k_11[] = "%s=%s"; -static char __pyx_k_12[] = "[%s] ||| %s ||| %s ||| %s"; -static char __pyx_k_13[] = "comparison not implemented for HypergraphEdge"; -static char __pyx_k_15[] = "comparison not implemented for HypergraphNode"; -static char __pyx_k_18[] = "Cannot create lattice from %s"; -static char __pyx_k_19[] = "lattice index out of range"; -static char __pyx_k_23[] = "digraph lattice {"; - static char __pyx_k_24[] = "rankdir = LR;"; - static char __pyx_k_25[] = "node [shape=circle];"; - static char __pyx_k_26[] = "%d -> %d [label=\"%s\"];"; - static char __pyx_k_27[] = "\""; - static char __pyx_k_28[] = "\\\""; - static char __pyx_k_30[] = "%d [shape=doublecircle]"; -static char __pyx_k_31[] = "}"; -static char __pyx_k_34[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi"; -static char __pyx_k_35[] = "\n"; -static char __pyx_k_37[] = "candidate set index out of range"; -static char __pyx_k_39[] = "%s %s"; -static char __pyx_k_40[] = "%s = %s"; -static char __pyx_k_42[] = "formalism \"%s\" unknown"; -static char __pyx_k_43[] = "cannot initialize weights with %s"; -static char __pyx_k_44[] = "#"; -static char __pyx_k_48[] = "Cannot translate input type %s"; -static char __pyx_k_51[] = "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi"; -static char __pyx_k_56[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx"; +static char __pyx_k_12[] = "%s ||| %s ||| %s ||| %s"; +static char __pyx_k_13[] = "the grammar should contain TRule objects"; +static char __pyx_k_15[] = "csplit_preserve_full_word"; +static char __pyx_k_16[] = "cannot reweight hypergraph with %s"; +static char __pyx_k_17[] = "comparison not implemented for HypergraphEdge"; +static char __pyx_k_19[] = "comparison not implemented for HypergraphNode"; +static char __pyx_k_22[] = "Cannot create lattice from %s"; +static char __pyx_k_23[] = "lattice index out of range"; +static char __pyx_k_27[] = "digraph lattice {"; + static char __pyx_k_28[] = "rankdir = LR;"; + static char __pyx_k_29[] = "node [shape=circle];"; + static char __pyx_k_30[] = "%d -> %d [label=\"%s\"];"; + static char __pyx_k_31[] = "\""; + static char __pyx_k_32[] = "\\\""; + static char __pyx_k_34[] = "%d [shape=doublecircle]"; +static char __pyx_k_35[] = "}"; +static char __pyx_k_38[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi"; +static char __pyx_k_39[] = "\n"; +static char __pyx_k_41[] = "candidate set index out of range"; +static char __pyx_k_43[] = "%s %s"; +static char __pyx_k_44[] = "%s = %s"; +static char __pyx_k_46[] = "formalism \"%s\" unknown"; +static char __pyx_k_47[] = "cannot initialize weights with %s"; +static char __pyx_k_48[] = "#"; +static char __pyx_k_51[] = "Cannot translate input type %s"; +static char __pyx_k_54[] = "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi"; +static char __pyx_k_59[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx"; +static char __pyx_k__a[] = "a"; static char __pyx_k__e[] = "e"; static char __pyx_k__f[] = "f"; static char __pyx_k__i[] = "i"; static char __pyx_k__k[] = "k"; static char __pyx_k__pb[] = "pb"; static char __pyx_k__TER[] = "TER"; +static char __pyx_k__cat[] = "cat"; static char __pyx_k__dot[] = "dot"; static char __pyx_k__fst[] = "fst"; static char __pyx_k__get[] = "get"; @@ -1595,6 +1750,7 @@ static char __pyx_k__inp[] = "inp"; static char __pyx_k__key[] = "key"; static char __pyx_k__lhs[] = "lhs"; static char __pyx_k__plf[] = "plf"; +static char __pyx_k__ref[] = "ref"; static char __pyx_k__BLEU[] = "BLEU"; static char __pyx_k__eval[] = "eval"; static char __pyx_k__info[] = "info"; @@ -1612,6 +1768,7 @@ static char __pyx_k__items[] = "items"; static char __pyx_k__label[] = "label"; static char __pyx_k__lines[] = "lines"; static char __pyx_k__range[] = "range"; +static char __pyx_k__rules[] = "rules"; static char __pyx_k__split[] = "split"; static char __pyx_k__strip[] = "strip"; static char __pyx_k__value[] = "value"; @@ -1644,6 +1801,7 @@ static char __pyx_k__enumerate[] = "enumerate"; static char __pyx_k__evaluator[] = "evaluator"; static char __pyx_k__formalism[] = "formalism"; static char __pyx_k__IndexError[] = "IndexError"; +static char __pyx_k__ValueError[] = "ValueError"; static char __pyx_k__beam_alpha[] = "beam_alpha"; static char __pyx_k__config_str[] = "config_str"; static char __pyx_k__hypergraph[] = "hypergraph"; @@ -1657,33 +1815,36 @@ static PyObject *__pyx_kp_s_10; static PyObject *__pyx_kp_s_11; static PyObject *__pyx_kp_s_12; static PyObject *__pyx_kp_s_13; -static PyObject *__pyx_kp_s_15; -static PyObject *__pyx_kp_s_18; +static PyObject *__pyx_n_s_15; +static PyObject *__pyx_kp_s_16; +static PyObject *__pyx_kp_s_17; static PyObject *__pyx_kp_s_19; +static PyObject *__pyx_kp_s_22; static PyObject *__pyx_kp_s_23; -static PyObject *__pyx_kp_s_24; -static PyObject *__pyx_kp_s_25; -static PyObject *__pyx_kp_s_26; static PyObject *__pyx_kp_s_27; static PyObject *__pyx_kp_s_28; +static PyObject *__pyx_kp_s_29; static PyObject *__pyx_kp_s_3; static PyObject *__pyx_kp_s_30; static PyObject *__pyx_kp_s_31; +static PyObject *__pyx_kp_s_32; static PyObject *__pyx_kp_s_34; static PyObject *__pyx_kp_s_35; -static PyObject *__pyx_kp_s_37; +static PyObject *__pyx_kp_s_38; static PyObject *__pyx_kp_s_39; static PyObject *__pyx_kp_s_4; -static PyObject *__pyx_kp_s_40; -static PyObject *__pyx_kp_s_42; +static PyObject *__pyx_kp_s_41; static PyObject *__pyx_kp_s_43; static PyObject *__pyx_kp_s_44; +static PyObject *__pyx_kp_s_46; +static PyObject *__pyx_kp_s_47; static PyObject *__pyx_kp_s_48; static PyObject *__pyx_kp_s_51; -static PyObject *__pyx_kp_s_56; -static PyObject *__pyx_n_s_6; +static PyObject *__pyx_kp_s_54; +static PyObject *__pyx_kp_s_59; static PyObject *__pyx_kp_s_7; static PyObject *__pyx_kp_s_8; +static PyObject *__pyx_kp_s_9; static PyObject *__pyx_n_s__BLEU; static PyObject *__pyx_n_s__Exception; static PyObject *__pyx_n_s__IBM_BLEU; @@ -1694,6 +1855,7 @@ static PyObject *__pyx_n_s__NotImplemented; static PyObject *__pyx_n_s__ParseFailed; static PyObject *__pyx_n_s__TER; static PyObject *__pyx_n_s__TypeError; +static PyObject *__pyx_n_s__ValueError; static PyObject *__pyx_n_s____enter__; static PyObject *__pyx_n_s____exit__; static PyObject *__pyx_n_s____main__; @@ -1701,7 +1863,9 @@ static PyObject *__pyx_n_s____test__; static PyObject *__pyx_n_s___cdec; static PyObject *__pyx_n_s___make_config; static PyObject *__pyx_n_s___phrase; +static PyObject *__pyx_n_s__a; static PyObject *__pyx_n_s__beam_alpha; +static PyObject *__pyx_n_s__cat; static PyObject *__pyx_n_s__config; static PyObject *__pyx_n_s__config_str; static PyObject *__pyx_n_s__csplit; @@ -1740,8 +1904,10 @@ static PyObject *__pyx_n_s__pb; static PyObject *__pyx_n_s__phrase; static PyObject *__pyx_n_s__plf; static PyObject *__pyx_n_s__range; +static PyObject *__pyx_n_s__ref; static PyObject *__pyx_n_s__refs; static PyObject *__pyx_n_s__replace; +static PyObject *__pyx_n_s__rules; static PyObject *__pyx_n_s__scfg; static PyObject *__pyx_n_s__scores; static PyObject *__pyx_n_s__self; @@ -1758,38 +1924,38 @@ static PyObject *__pyx_int_0; static PyObject *__pyx_int_1; static PyObject *__pyx_k_tuple_2; static PyObject *__pyx_k_tuple_5; -static PyObject *__pyx_k_tuple_9; +static PyObject *__pyx_k_tuple_6; static PyObject *__pyx_k_tuple_14; -static PyObject *__pyx_k_tuple_16; -static PyObject *__pyx_k_tuple_17; +static PyObject *__pyx_k_tuple_18; static PyObject *__pyx_k_tuple_20; static PyObject *__pyx_k_tuple_21; -static PyObject *__pyx_k_tuple_22; -static PyObject *__pyx_k_tuple_29; -static PyObject *__pyx_k_tuple_32; +static PyObject *__pyx_k_tuple_24; +static PyObject *__pyx_k_tuple_25; +static PyObject *__pyx_k_tuple_26; +static PyObject *__pyx_k_tuple_33; static PyObject *__pyx_k_tuple_36; -static PyObject *__pyx_k_tuple_38; -static PyObject *__pyx_k_tuple_41; +static PyObject *__pyx_k_tuple_40; +static PyObject *__pyx_k_tuple_42; static PyObject *__pyx_k_tuple_45; -static PyObject *__pyx_k_tuple_46; -static PyObject *__pyx_k_tuple_47; static PyObject *__pyx_k_tuple_49; +static PyObject *__pyx_k_tuple_50; static PyObject *__pyx_k_tuple_52; -static PyObject *__pyx_k_tuple_53; -static PyObject *__pyx_k_tuple_54; -static PyObject *__pyx_k_codeobj_33; -static PyObject *__pyx_k_codeobj_50; -static PyObject *__pyx_k_codeobj_55; +static PyObject *__pyx_k_tuple_55; +static PyObject *__pyx_k_tuple_56; +static PyObject *__pyx_k_tuple_57; +static PyObject *__pyx_k_codeobj_37; +static PyObject *__pyx_k_codeobj_53; +static PyObject *__pyx_k_codeobj_58; /* "_cdec.pyx":6 * cimport decoder * - * cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< + * cdef char* as_str(data, error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< * cdef bytes ret - * if isinstance(sentence, unicode): + * if isinstance(data, unicode): */ -static char *__pyx_f_5_cdec_as_str(PyObject *__pyx_v_sentence, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args) { +static char *__pyx_f_5_cdec_as_str(PyObject *__pyx_v_data, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args) { PyObject *__pyx_v_error_msg = ((PyObject *)__pyx_kp_s_1); PyObject *__pyx_v_ret = 0; char *__pyx_r; @@ -1809,26 +1975,26 @@ static char *__pyx_f_5_cdec_as_str(PyObject *__pyx_v_sentence, struct __pyx_opt_ } /* "_cdec.pyx":8 - * cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): + * cdef char* as_str(data, error_msg='Cannot convert type %s to str'): * cdef bytes ret - * if isinstance(sentence, unicode): # <<<<<<<<<<<<<< - * ret = sentence.encode('utf8') - * elif isinstance(sentence, str): + * if isinstance(data, unicode): # <<<<<<<<<<<<<< + * ret = data.encode('utf8') + * elif isinstance(data, str): */ __pyx_t_1 = ((PyObject *)((PyObject*)(&PyUnicode_Type))); __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_sentence, __pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_data, __pyx_t_1); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { /* "_cdec.pyx":9 * cdef bytes ret - * if isinstance(sentence, unicode): - * ret = sentence.encode('utf8') # <<<<<<<<<<<<<< - * elif isinstance(sentence, str): - * ret = sentence + * if isinstance(data, unicode): + * ret = data.encode('utf8') # <<<<<<<<<<<<<< + * elif isinstance(data, str): + * ret = data */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__encode); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_data, __pyx_n_s__encode); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); @@ -1840,40 +2006,40 @@ static char *__pyx_f_5_cdec_as_str(PyObject *__pyx_v_sentence, struct __pyx_opt_ } /* "_cdec.pyx":10 - * if isinstance(sentence, unicode): - * ret = sentence.encode('utf8') - * elif isinstance(sentence, str): # <<<<<<<<<<<<<< - * ret = sentence + * if isinstance(data, unicode): + * ret = data.encode('utf8') + * elif isinstance(data, str): # <<<<<<<<<<<<<< + * ret = data * else: */ __pyx_t_3 = ((PyObject *)((PyObject*)(&PyString_Type))); __Pyx_INCREF(__pyx_t_3); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_sentence, __pyx_t_3); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_data, __pyx_t_3); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (__pyx_t_2) { /* "_cdec.pyx":11 - * ret = sentence.encode('utf8') - * elif isinstance(sentence, str): - * ret = sentence # <<<<<<<<<<<<<< + * ret = data.encode('utf8') + * elif isinstance(data, str): + * ret = data # <<<<<<<<<<<<<< * else: - * raise TypeError(error_msg % type(sentence)) + * raise TypeError(error_msg % type(data)) */ - if (!(likely(PyBytes_CheckExact(__pyx_v_sentence))||((__pyx_v_sentence) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected bytes, got %.200s", Py_TYPE(__pyx_v_sentence)->tp_name), 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_INCREF(__pyx_v_sentence); - __pyx_v_ret = ((PyObject*)__pyx_v_sentence); + if (!(likely(PyBytes_CheckExact(__pyx_v_data))||((__pyx_v_data) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected bytes, got %.200s", Py_TYPE(__pyx_v_data)->tp_name), 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_INCREF(__pyx_v_data); + __pyx_v_ret = ((PyObject*)__pyx_v_data); goto __pyx_L3; } /*else*/ { /* "_cdec.pyx":13 - * ret = sentence + * ret = data * else: - * raise TypeError(error_msg % type(sentence)) # <<<<<<<<<<<<<< + * raise TypeError(error_msg % type(data)) # <<<<<<<<<<<<<< * return ret * */ - __pyx_t_3 = PyNumber_Remainder(__pyx_v_error_msg, ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_Remainder(__pyx_v_error_msg, ((PyObject *)Py_TYPE(__pyx_v_data))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); @@ -1891,7 +2057,7 @@ static char *__pyx_f_5_cdec_as_str(PyObject *__pyx_v_sentence, struct __pyx_opt_ /* "_cdec.pyx":14 * else: - * raise TypeError(error_msg % type(sentence)) + * raise TypeError(error_msg % type(data)) * return ret # <<<<<<<<<<<<<< * * include "vectors.pxi" @@ -2789,7 +2955,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_9__iter__(PyObject *__pyx_v_self * * def __iter__(self): # <<<<<<<<<<<<<< * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) - * try: + * cdef unsigned i */ static PyObject *__pyx_pf_5_cdec_12SparseVector_8__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self) { @@ -2833,7 +2999,7 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; size_t __pyx_t_1; - size_t __pyx_t_2; + unsigned int __pyx_t_2; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; PyObject *__pyx_t_5 = NULL; @@ -2853,22 +3019,22 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje * * def __iter__(self): * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) # <<<<<<<<<<<<<< + * cdef unsigned i * try: - * for i in range(self.vector.size()): */ __pyx_cur_scope->__pyx_v_it = new FastSparseVector::const_iterator((__pyx_cur_scope->__pyx_v_self->vector[0]), 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":57 - * def __iter__(self): + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":58 * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) + * cdef unsigned i * try: # <<<<<<<<<<<<<< * for i in range(self.vector.size()): * yield (FDConvert(it[0].ptr().first).c_str(), it[0].ptr().second) */ /*try:*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":58 - * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":59 + * cdef unsigned i * try: * for i in range(self.vector.size()): # <<<<<<<<<<<<<< * yield (FDConvert(it[0].ptr().first).c_str(), it[0].ptr().second) @@ -2878,18 +3044,18 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_cur_scope->__pyx_v_i = __pyx_t_2; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":59 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":60 * try: * for i in range(self.vector.size()): * yield (FDConvert(it[0].ptr().first).c_str(), it[0].ptr().second) # <<<<<<<<<<<<<< * pinc(it[0]) # ++it * finally: */ - __pyx_t_3 = PyBytes_FromString(FD::Convert((__pyx_cur_scope->__pyx_v_it[0]).operator->()->first).c_str()); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L5;} + __pyx_t_3 = PyBytes_FromString(FD::Convert((__pyx_cur_scope->__pyx_v_it[0]).operator->()->first).c_str()); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L5;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); - __pyx_t_4 = PyFloat_FromDouble((__pyx_cur_scope->__pyx_v_it[0]).operator->()->second); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L5;} + __pyx_t_4 = PyFloat_FromDouble((__pyx_cur_scope->__pyx_v_it[0]).operator->()->second); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L5;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L5;} + __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L5;} __Pyx_GOTREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_3)); __Pyx_GIVEREF(((PyObject *)__pyx_t_3)); @@ -2909,9 +3075,9 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje __pyx_L9_resume_from_yield:; __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L5;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L5;} - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":60 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":61 * for i in range(self.vector.size()): * yield (FDConvert(it[0].ptr().first).c_str(), 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(unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -3030,7 +3196,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp goto __pyx_L3; } - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":67 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":68 * if isinstance(other, DenseVector): * return self.vector.dot(( other).vector[0]) * elif isinstance(other, SparseVector): # <<<<<<<<<<<<<< @@ -3043,7 +3209,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":68 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":69 * return self.vector.dot(( other).vector[0]) * elif isinstance(other, SparseVector): * return self.vector.dot(( other).vector[0]) # <<<<<<<<<<<<<< @@ -3051,7 +3217,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->vector->dot((((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other)->vector[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->vector->dot((((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other)->vector[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -3060,26 +3226,26 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":69 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":70 * elif isinstance(other, SparseVector): * return self.vector.dot(( other).vector[0]) * raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) # <<<<<<<<<<<<<< * * def __richcmp__(SparseVector x, SparseVector y, int op): */ - __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_3), ((PyObject *)Py_TYPE(__pyx_v_other))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_3), ((PyObject *)Py_TYPE(__pyx_v_other))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_t_1)); __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_1, 0, 0, 0); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; @@ -3100,8 +3266,8 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_14__richcmp__(PyObject *__pyx_v_ PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__richcmp__ (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_x), __pyx_ptype_5_cdec_SparseVector, 1, "x", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_y), __pyx_ptype_5_cdec_SparseVector, 1, "y", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_x), __pyx_ptype_5_cdec_SparseVector, 1, "x", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_y), __pyx_ptype_5_cdec_SparseVector, 1, "y", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_12SparseVector_13__richcmp__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_x), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_y), ((int)__pyx_v_op)); goto __pyx_L0; __pyx_L1_error:; @@ -3111,7 +3277,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_14__richcmp__(PyObject *__pyx_v_ return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":71 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":72 * raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) * * def __richcmp__(SparseVector x, SparseVector y, int op): # <<<<<<<<<<<<<< @@ -3129,7 +3295,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5 int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__richcmp__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":74 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":75 * if op == 2: # == * return x.vector[0] == y.vector[0] * elif op == 3: # != # <<<<<<<<<<<<<< @@ -3138,7 +3304,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5 */ switch (__pyx_v_op) { - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":72 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":73 * * def __richcmp__(SparseVector x, SparseVector y, int op): * if op == 2: # == # <<<<<<<<<<<<<< @@ -3147,7 +3313,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5 */ case 2: - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":73 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":74 * def __richcmp__(SparseVector x, SparseVector y, int op): * if op == 2: # == * return x.vector[0] == y.vector[0] # <<<<<<<<<<<<<< @@ -3155,14 +3321,14 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5 * return not (x == y) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong(((__pyx_v_x->vector[0]) == (__pyx_v_y->vector[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBool_FromLong(((__pyx_v_x->vector[0]) == (__pyx_v_y->vector[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; goto __pyx_L0; break; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":74 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":75 * if op == 2: # == * return x.vector[0] == y.vector[0] * elif op == 3: # != # <<<<<<<<<<<<<< @@ -3171,7 +3337,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5 */ case 3: - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":75 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":76 * return x.vector[0] == y.vector[0] * elif op == 3: # != * return not (x == y) # <<<<<<<<<<<<<< @@ -3179,11 +3345,11 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5 * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyObject_RichCompare(((PyObject *)__pyx_v_x), ((PyObject *)__pyx_v_y), Py_EQ); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_RichCompare(((PyObject *)__pyx_v_x), ((PyObject *)__pyx_v_y), Py_EQ); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyBool_FromLong((!__pyx_t_2)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBool_FromLong((!__pyx_t_2)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -3191,18 +3357,18 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5 break; } - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":76 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":77 * elif op == 3: # != * return not (x == y) * raise NotImplemented('comparison not implemented for SparseVector') # <<<<<<<<<<<<<< * * def __len__(self): */ - __pyx_t_1 = PyObject_Call(__pyx_builtin_NotImplemented, ((PyObject *)__pyx_k_tuple_5), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_builtin_NotImplemented, ((PyObject *)__pyx_k_tuple_5), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_Raise(__pyx_t_1, 0, 0, 0); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; @@ -3227,7 +3393,7 @@ static Py_ssize_t __pyx_pw_5_cdec_12SparseVector_16__len__(PyObject *__pyx_v_sel return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":78 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":79 * raise NotImplemented('comparison not implemented for SparseVector') * * def __len__(self): # <<<<<<<<<<<<<< @@ -3240,7 +3406,7 @@ static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_15__len__(struct 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__pyx_pw_5_cdec_12SparseVector_18__contains__(PyObject *__pyx_v_self, return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":81 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":82 * return self.vector.size() * * def __contains__(self, char* fname): # <<<<<<<<<<<<<< @@ -3290,7 +3456,7 @@ static int __pyx_pf_5_cdec_12SparseVector_17__contains__(struct __pyx_obj_5_cdec __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__contains__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":82 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":83 * * def __contains__(self, char* fname): * return self.vector.nonzero(FDConvert(fname)) # <<<<<<<<<<<<<< @@ -3317,7 +3483,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_20__neg__(PyObject *__pyx_v_self return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":84 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":85 * return self.vector.nonzero(FDConvert(fname)) * * def 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__pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_result = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":86 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":87 * def __neg__(self): * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](self.vector[0]) # <<<<<<<<<<<<<< @@ -3356,7 +3522,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_19__neg__(struct __pyx_obj_5_cde */ __pyx_v_result->vector = new FastSparseVector((__pyx_v_self->vector[0])); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":87 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":88 * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](self.vector[0]) * result.vector[0] *= -1.0 # <<<<<<<<<<<<<< @@ -3365,7 +3531,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_19__neg__(struct __pyx_obj_5_cde */ (__pyx_v_result->vector[0]) *= -1.0; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":88 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":89 * result.vector = new FastSparseVector[weight_t](self.vector[0]) * result.vector[0] *= -1.0 * return result # <<<<<<<<<<<<<< @@ -3396,7 +3562,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_22__iadd__(PyObject *__pyx_v_sel PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__iadd__ (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SparseVector, 1, "other", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SparseVector, 1, "other", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_12SparseVector_21__iadd__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((struct 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"/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":96 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":97 * def __isub__(SparseVector self, SparseVector other): * self.vector[0] -= other.vector[0] * return self # <<<<<<<<<<<<<< @@ -3512,7 +3678,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_26__imul__(PyObject *__pyx_v_sel __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__imul__ (wrapper)", 0); assert(__pyx_arg_scalar); { - __pyx_v_scalar = __pyx_PyFloat_AsFloat(__pyx_arg_scalar); if (unlikely((__pyx_v_scalar == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_scalar = __pyx_PyFloat_AsFloat(__pyx_arg_scalar); if (unlikely((__pyx_v_scalar == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -3525,7 +3691,7 @@ static PyObject 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__pyx_pf_5_cdec_12SparseVector_29__add__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_x), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_y)); goto __pyx_L0; __pyx_L1_error:; @@ -3649,7 +3815,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_30__add__(PyObject *__pyx_v_x, P return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":106 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":107 * return self * * def __add__(SparseVector x, SparseVector y): # <<<<<<<<<<<<<< @@ -3667,19 +3833,19 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_29__add__(struct __pyx_obj_5_cde int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__add__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":107 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":108 * * def __add__(SparseVector x, SparseVector y): * cdef SparseVector result = SparseVector() # <<<<<<<<<<<<<< * result.vector = new FastSparseVector[weight_t](x.vector[0] + y.vector[0]) * return result 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__pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_5_cdec_12SparseVector_7__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = { + {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_3copy, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_12dot, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SparseVector = { + __pyx_pw_5_cdec_12SparseVector_30__add__, /*nb_add*/ + __pyx_pw_5_cdec_12SparseVector_32__sub__, /*nb_subtract*/ + __pyx_pw_5_cdec_12SparseVector_34__mul__, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_5_cdec_12SparseVector_36__div__, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 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/*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_SparseVector = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SparseVector"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SparseVector), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SparseVector, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_SparseVector, /*tp_as_number*/ + &__pyx_tp_as_sequence_SparseVector, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SparseVector, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_SparseVector, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + __pyx_pw_5_cdec_12SparseVector_14__richcmp__, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_12SparseVector_9__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SparseVector, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_SparseVector, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_NT(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_NT(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_2NT_cat(PyObject *o, void *x) { + return __pyx_pw_5_cdec_2NT_3cat_1__get__(o); +} + +static int __pyx_setprop_5_cdec_2NT_cat(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_2NT_3cat_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_2NT_ref(PyObject *o, void *x) { + return __pyx_pw_5_cdec_2NT_3ref_1__get__(o); +} + +static int __pyx_setprop_5_cdec_2NT_ref(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_2NT_3ref_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_NT[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_NT[] = { + {(char *)"cat", __pyx_getprop_5_cdec_2NT_cat, __pyx_setprop_5_cdec_2NT_cat, 0, 0}, + {(char *)"ref", __pyx_getprop_5_cdec_2NT_ref, __pyx_setprop_5_cdec_2NT_ref, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_NT = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_NT = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_NT = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_NT = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_NT = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.NT"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_NT), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_NT, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_NT, /*tp_as_number*/ + &__pyx_tp_as_sequence_NT, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_NT, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_5_cdec_2NT_3__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_NT, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_NT, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_NT, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + __pyx_pw_5_cdec_2NT_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_NT, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_NTRef(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_NTRef(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_5NTRef_ref(PyObject *o, void *x) { + return __pyx_pw_5_cdec_5NTRef_3ref_1__get__(o); +} + +static int __pyx_setprop_5_cdec_5NTRef_ref(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_5NTRef_3ref_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_NTRef[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_NTRef[] = { + {(char *)"ref", __pyx_getprop_5_cdec_5NTRef_ref, __pyx_setprop_5_cdec_5NTRef_ref, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_NTRef = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_NTRef = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_NTRef = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_NTRef = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_NTRef = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.NTRef"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_NTRef), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_NTRef, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_NTRef, /*tp_as_number*/ + &__pyx_tp_as_sequence_NTRef, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_NTRef, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_5_cdec_5NTRef_3__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_NTRef, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_NTRef, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_NTRef, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + __pyx_pw_5_cdec_5NTRef_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_NTRef, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_BaseTRule(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_BaseTRule(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_9BaseTRule_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_9BaseTRule_arity(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9BaseTRule_5arity_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_9BaseTRule_f(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9BaseTRule_1f_1__get__(o); +} + +static int __pyx_setprop_5_cdec_9BaseTRule_f(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_9BaseTRule_1f_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_9BaseTRule_e(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9BaseTRule_1e_1__get__(o); +} + +static int __pyx_setprop_5_cdec_9BaseTRule_e(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_9BaseTRule_1e_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_9BaseTRule_a(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9BaseTRule_1a_1__get__(o); +} + +static int __pyx_setprop_5_cdec_9BaseTRule_a(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_9BaseTRule_1a_4__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_9BaseTRule_scores(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9BaseTRule_6scores_1__get__(o); +} + +static int __pyx_setprop_5_cdec_9BaseTRule_scores(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_9BaseTRule_6scores_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_9BaseTRule_lhs(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9BaseTRule_3lhs_1__get__(o); +} + +static int __pyx_setprop_5_cdec_9BaseTRule_lhs(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_9BaseTRule_3lhs_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_BaseTRule[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_BaseTRule[] = { + {(char *)"arity", __pyx_getprop_5_cdec_9BaseTRule_arity, 0, 0, 0}, + {(char *)"f", __pyx_getprop_5_cdec_9BaseTRule_f, __pyx_setprop_5_cdec_9BaseTRule_f, 0, 0}, + {(char *)"e", __pyx_getprop_5_cdec_9BaseTRule_e, __pyx_setprop_5_cdec_9BaseTRule_e, 0, 0}, + {(char *)"a", __pyx_getprop_5_cdec_9BaseTRule_a, __pyx_setprop_5_cdec_9BaseTRule_a, 0, 0}, + {(char *)"scores", __pyx_getprop_5_cdec_9BaseTRule_scores, __pyx_setprop_5_cdec_9BaseTRule_scores, 0, 0}, + {(char *)"lhs", __pyx_getprop_5_cdec_9BaseTRule_lhs, __pyx_setprop_5_cdec_9BaseTRule_lhs, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_BaseTRule = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_BaseTRule = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_BaseTRule = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_BaseTRule = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_BaseTRule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.BaseTRule"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_BaseTRule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_BaseTRule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_BaseTRule, /*tp_as_number*/ + &__pyx_tp_as_sequence_BaseTRule, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_BaseTRule, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_5_cdec_9BaseTRule_3__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_BaseTRule, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_BaseTRule, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_BaseTRule, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_BaseTRule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_TRule(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = __pyx_tp_new_5_cdec_BaseTRule(t, a, k); + if (!o) return 0; + if (__pyx_pw_5_cdec_5TRule_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static PyMethodDef __pyx_methods_5_cdec_TRule[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_TRule = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_TRule = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_TRule = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_TRule = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_TRule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.TRule"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_TRule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_BaseTRule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_TRule, /*tp_as_number*/ + &__pyx_tp_as_sequence_TRule, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_TRule, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_TRule, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_TRule, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_TRule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; - /* "_cdec.pyx":94 - * if isinstance(sentence, unicode): - * inp = sentence.strip().encode('utf8') - * elif isinstance(sentence, str): # <<<<<<<<<<<<<< - * inp = sentence.strip() - * elif 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= str(sentence) # PLF format - * else: - * raise TypeError('Cannot translate input type %s' % type(sentence)) # <<<<<<<<<<<<<< - * if grammar: - * self.dec.SetSentenceGrammarFromString(string( grammar)) - */ - __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_48), ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_3)); - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_3)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_3)); - __pyx_t_3 = 0; - __pyx_t_3 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - 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PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; - /* "_cdec.pyx":108 - * cdef Hypergraph hg = Hypergraph() - * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) - * return hg # <<<<<<<<<<<<<< - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_hg)); - __pyx_r = ((PyObject *)__pyx_v_hg); - goto __pyx_L0; +static PySequenceMethods __pyx_tp_as_sequence_Grammar = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("_cdec.Decoder.translate", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; - __pyx_L0:; - __Pyx_XDECREF(__pyx_v_inp); - __Pyx_XDECREF((PyObject *)__pyx_v_hg); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} +static PyMappingMethods __pyx_tp_as_mapping_Grammar = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; -static PyObject *__pyx_tp_new_5_cdec_DenseVector(PyTypeObject *t, PyObject *a, PyObject *k) { - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - return o; -} +static PyBufferProcs __pyx_tp_as_buffer_Grammar = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; -static void __pyx_tp_dealloc_5_cdec_DenseVector(PyObject *o) { - (*Py_TYPE(o)->tp_free)(o); -} -static PyObject *__pyx_sq_item_5_cdec_DenseVector(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; -} +static PyTypeObject __pyx_type_5_cdec_Grammar = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Grammar"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Grammar), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Grammar, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Grammar, /*tp_as_number*/ + &__pyx_tp_as_sequence_Grammar, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Grammar, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Grammar, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_7Grammar_3__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Grammar, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_Grammar, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Grammar, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; -static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, PyObject *v) { - if (v) { - return __pyx_pw_5_cdec_11DenseVector_5__setitem__(o, i, v); - } - else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; +static PyObject *__pyx_tp_new_5_cdec_TextGrammar(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = __pyx_tp_new_5_cdec_Grammar(t, a, k); + if (!o) return 0; + if (__pyx_pw_5_cdec_11TextGrammar_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; } + return o; } -static PyMethodDef __pyx_methods_5_cdec_DenseVector[] = { - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_10dot, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_12tosparse, METH_NOARGS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec_TextGrammar[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_DenseVector = { +static PyNumberMethods __pyx_tp_as_number_TextGrammar = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -14101,11 +18057,11 @@ static PyNumberMethods __pyx_tp_as_number_DenseVector = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { - __pyx_pw_5_cdec_11DenseVector_1__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_TextGrammar = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_DenseVector, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -14114,13 +18070,13 @@ static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_DenseVector = { - __pyx_pw_5_cdec_11DenseVector_1__len__, /*mp_length*/ - __pyx_pw_5_cdec_11DenseVector_3__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_DenseVector, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_TextGrammar = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_DenseVector = { +static PyBufferProcs __pyx_tp_as_buffer_TextGrammar = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -14141,12 +18097,12 @@ static PyBufferProcs __pyx_tp_as_buffer_DenseVector = { #endif }; -static PyTypeObject __pyx_type_5_cdec_DenseVector = { +static PyTypeObject __pyx_type_5_cdec_TextGrammar = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.DenseVector"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_DenseVector), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.TextGrammar"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_TextGrammar), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_DenseVector, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Grammar, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -14156,24 +18112,24 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_DenseVector, /*tp_as_number*/ - &__pyx_tp_as_sequence_DenseVector, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_DenseVector, /*tp_as_mapping*/ + &__pyx_tp_as_number_TextGrammar, /*tp_as_number*/ + &__pyx_tp_as_sequence_TextGrammar, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_TextGrammar, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_DenseVector, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_TextGrammar, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_11DenseVector_7__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_DenseVector, /*tp_methods*/ + __pyx_methods_5_cdec_TextGrammar, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -14183,7 +18139,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_DenseVector, /*tp_new*/ + __pyx_tp_new_5_cdec_TextGrammar, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -14197,60 +18153,77 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; } -static void __pyx_tp_dealloc_5_cdec_SparseVector(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_12SparseVector_1__dealloc__(o); + __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); } (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; + +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_edges(PyObject *o, void *x) { + return __pyx_pw_5_cdec_10Hypergraph_5edges_1__get__(o); } -static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) { - if (v) { - return __pyx_pw_5_cdec_12SparseVector_7__setitem__(o, i, v); - } - else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; - } +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_nodes(PyObject *o, void *x) { + return __pyx_pw_5_cdec_10Hypergraph_5nodes_1__get__(o); } -static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = { - {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_3copy, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_12dot, METH_O, __Pyx_DOCSTR(0)}, +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_goal(PyObject *o, void *x) { + return __pyx_pw_5_cdec_10Hypergraph_4goal_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_npaths(PyObject *o, void *x) { + return __pyx_pw_5_cdec_10Hypergraph_6npaths_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { + {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_trees"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_trees, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7viterbi_features, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_joshua"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_joshua, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_11kbest, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest_trees"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_14kbest_trees, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_17kbest_features, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_20sample, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_23intersect, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_25prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_27lattice, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_29reweight, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("inside_outside"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_31inside_outside, METH_NOARGS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_30__add__, /*nb_add*/ - __pyx_pw_5_cdec_12SparseVector_32__sub__, /*nb_subtract*/ - __pyx_pw_5_cdec_12SparseVector_34__mul__, /*nb_multiply*/ +static struct PyGetSetDef __pyx_getsets_5_cdec_Hypergraph[] = { + {(char *)"edges", __pyx_getprop_5_cdec_10Hypergraph_edges, 0, 0, 0}, + {(char *)"nodes", __pyx_getprop_5_cdec_10Hypergraph_nodes, 0, 0, 0}, + {(char *)"goal", __pyx_getprop_5_cdec_10Hypergraph_goal, 0, 0, 0}, + {(char *)"npaths", __pyx_getprop_5_cdec_10Hypergraph_npaths, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Hypergraph = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_36__div__, /*nb_divide*/ + 0, /*nb_divide*/ #endif 0, /*nb_remainder*/ 0, /*nb_divmod*/ 0, /*nb_power*/ - __pyx_pw_5_cdec_12SparseVector_20__neg__, /*nb_negative*/ + 0, /*nb_negative*/ 0, /*nb_positive*/ 0, /*nb_absolute*/ 0, /*nb_nonzero*/ @@ -14276,11 +18249,11 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - __pyx_pw_5_cdec_12SparseVector_22__iadd__, /*nb_inplace_add*/ - __pyx_pw_5_cdec_12SparseVector_24__isub__, /*nb_inplace_subtract*/ - __pyx_pw_5_cdec_12SparseVector_26__imul__, /*nb_inplace_multiply*/ + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_28__idiv__, /*nb_inplace_divide*/ + 0, /*nb_inplace_divide*/ #endif 0, /*nb_inplace_remainder*/ 0, /*nb_inplace_power*/ @@ -14298,26 +18271,26 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_16__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_SparseVector, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ - __pyx_pw_5_cdec_12SparseVector_18__contains__, /*sq_contains*/ + 0, /*sq_contains*/ 0, /*sq_inplace_concat*/ 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_16__len__, /*mp_length*/ - __pyx_pw_5_cdec_12SparseVector_5__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_SparseVector, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_Hypergraph = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_SparseVector = { +static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -14338,12 +18311,12 @@ static PyBufferProcs __pyx_tp_as_buffer_SparseVector = { #endif }; -static PyTypeObject __pyx_type_5_cdec_SparseVector = { +static PyTypeObject __pyx_type_5_cdec_Hypergraph = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.SparseVector"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_SparseVector), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_SparseVector, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Hypergraph, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -14353,26 +18326,26 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_SparseVector, /*tp_as_number*/ - &__pyx_tp_as_sequence_SparseVector, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_SparseVector, /*tp_as_mapping*/ + &__pyx_tp_as_number_Hypergraph, /*tp_as_number*/ + &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_SparseVector, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_Hypergraph, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ - __pyx_pw_5_cdec_12SparseVector_14__richcmp__, /*tp_richcompare*/ + 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_12SparseVector_9__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_SparseVector, /*tp_methods*/ + __pyx_methods_5_cdec_Hypergraph, /*tp_methods*/ 0, /*tp_members*/ - 0, /*tp_getset*/ + __pyx_getsets_5_cdec_Hypergraph, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -14380,7 +18353,7 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_SparseVector, /*tp_new*/ + __pyx_tp_new_5_cdec_Hypergraph, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -14393,62 +18366,90 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*tp_version_tag*/ #endif }; +static struct __pyx_vtabstruct_5_cdec_HypergraphEdge __pyx_vtable_5_cdec_HypergraphEdge; + +static PyObject *__pyx_tp_new_5_cdec_HypergraphEdge(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec_HypergraphEdge *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_HypergraphEdge *)o); + p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphEdge; + p->trule = ((struct __pyx_obj_5_cdec_BaseTRule *)Py_None); Py_INCREF(Py_None); + return o; +} + +static void __pyx_tp_dealloc_5_cdec_HypergraphEdge(PyObject *o) { + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + Py_XDECREF(((PyObject *)p->trule)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec_HypergraphEdge(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + if (p->trule) { + e = (*v)(((PyObject*)p->trule), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec_HypergraphEdge(PyObject *o) { + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + PyObject* tmp; + tmp = ((PyObject*)p->trule); + p->trule = ((struct __pyx_obj_5_cdec_BaseTRule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} -static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - return o; +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_head_node(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_9head_node_1__get__(o); } -static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - (*Py_TYPE(o)->tp_free)(o); +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_10tail_nodes_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_10Hypergraph_edges(PyObject *o, void *x) { - return __pyx_pw_5_cdec_10Hypergraph_5edges_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_span(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_4span_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_10Hypergraph_nodes(PyObject *o, void *x) { - return __pyx_pw_5_cdec_10Hypergraph_5nodes_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_feature_values(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_10Hypergraph_goal(PyObject *o, void *x) { - return __pyx_pw_5_cdec_10Hypergraph_4goal_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_prob(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_4prob_1__get__(o); } -static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { - {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_trees"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_trees, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7viterbi_features, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_joshua"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_joshua, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_11kbest, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest_trees"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_14kbest_trees, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("kbest_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_17kbest_features, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_20sample, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_23intersect, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_25prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_27lattice, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_29reweight, METH_O, __Pyx_DOCSTR(0)}, +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_trule(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(o); +} + +static int __pyx_setprop_5_cdec_14HypergraphEdge_trule(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_3__set__(o, v); + } + else { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_5_cdec_HypergraphEdge[] = { {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_Hypergraph[] = { - {(char *)"edges", __pyx_getprop_5_cdec_10Hypergraph_edges, 0, 0, 0}, - {(char *)"nodes", __pyx_getprop_5_cdec_10Hypergraph_nodes, 0, 0, 0}, - {(char *)"goal", __pyx_getprop_5_cdec_10Hypergraph_goal, 0, 0, 0}, +static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphEdge[] = { + {(char *)"head_node", __pyx_getprop_5_cdec_14HypergraphEdge_head_node, 0, 0, 0}, + {(char *)"tail_nodes", __pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes, 0, 0, 0}, + {(char *)"span", __pyx_getprop_5_cdec_14HypergraphEdge_span, 0, 0, 0}, + {(char *)"feature_values", __pyx_getprop_5_cdec_14HypergraphEdge_feature_values, 0, 0, 0}, + {(char *)"prob", __pyx_getprop_5_cdec_14HypergraphEdge_prob, 0, 0, 0}, + {(char *)"trule", __pyx_getprop_5_cdec_14HypergraphEdge_trule, __pyx_setprop_5_cdec_14HypergraphEdge_trule, 0, 0}, {0, 0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Hypergraph = { +static PyNumberMethods __pyx_tp_as_number_HypergraphEdge = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -14506,8 +18507,8 @@ static PyNumberMethods __pyx_tp_as_number_Hypergraph = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { - 0, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_HypergraphEdge = { + __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ 0, /*sq_item*/ @@ -14519,13 +18520,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Hypergraph = { - 0, /*mp_length*/ +static PyMappingMethods __pyx_tp_as_mapping_HypergraphEdge = { + __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { +static PyBufferProcs __pyx_tp_as_buffer_HypergraphEdge = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -14546,12 +18547,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Hypergraph = { +static PyTypeObject __pyx_type_5_cdec_HypergraphEdge = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.HypergraphEdge"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_HypergraphEdge), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Hypergraph, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_HypergraphEdge, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -14561,26 +18562,26 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Hypergraph, /*tp_as_number*/ - &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ + &__pyx_tp_as_number_HypergraphEdge, /*tp_as_number*/ + &__pyx_tp_as_sequence_HypergraphEdge, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_HypergraphEdge, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Hypergraph, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer_HypergraphEdge, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ - 0, /*tp_richcompare*/ + __pyx_tp_traverse_5_cdec_HypergraphEdge, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_HypergraphEdge, /*tp_clear*/ + __pyx_pw_5_cdec_14HypergraphEdge_3__richcmp__, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Hypergraph, /*tp_methods*/ + __pyx_methods_5_cdec_HypergraphEdge, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_Hypergraph, /*tp_getset*/ + __pyx_getsets_5_cdec_HypergraphEdge, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -14588,7 +18589,7 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Hypergraph, /*tp_new*/ + __pyx_tp_new_5_cdec_HypergraphEdge, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -14601,51 +18602,50 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*tp_version_tag*/ #endif }; +static struct __pyx_vtabstruct_5_cdec_HypergraphNode __pyx_vtable_5_cdec_HypergraphNode; -static PyObject *__pyx_tp_new_5_cdec_TRule(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_HypergraphNode(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec_HypergraphNode *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_HypergraphNode *)o); + p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphNode; return o; } -static void __pyx_tp_dealloc_5_cdec_TRule(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_HypergraphNode(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_5TRule_arity(PyObject *o, void *x) { - return __pyx_pw_5_cdec_5TRule_5arity_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_5TRule_f(PyObject *o, void *x) { - return __pyx_pw_5_cdec_5TRule_1f_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_in_edges(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_8in_edges_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_5TRule_e(PyObject *o, void *x) { - return __pyx_pw_5_cdec_5TRule_1e_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_out_edges(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_9out_edges_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_5TRule_scores(PyObject *o, void *x) { - return __pyx_pw_5_cdec_5TRule_6scores_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_span(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_4span_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_5TRule_lhs(PyObject *o, void *x) { - return __pyx_pw_5_cdec_5TRule_3lhs_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_cat(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_3cat_1__get__(o); } -static PyMethodDef __pyx_methods_5_cdec_TRule[] = { +static PyMethodDef __pyx_methods_5_cdec_HypergraphNode[] = { {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_TRule[] = { - {(char *)"arity", __pyx_getprop_5_cdec_5TRule_arity, 0, 0, 0}, - {(char *)"f", __pyx_getprop_5_cdec_5TRule_f, 0, 0, 0}, - {(char *)"e", __pyx_getprop_5_cdec_5TRule_e, 0, 0, 0}, - {(char *)"scores", __pyx_getprop_5_cdec_5TRule_scores, 0, 0, 0}, - {(char *)"lhs", __pyx_getprop_5_cdec_5TRule_lhs, 0, 0, 0}, +static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphNode[] = { + {(char *)"in_edges", __pyx_getprop_5_cdec_14HypergraphNode_in_edges, 0, 0, 0}, + {(char *)"out_edges", __pyx_getprop_5_cdec_14HypergraphNode_out_edges, 0, 0, 0}, + {(char *)"span", __pyx_getprop_5_cdec_14HypergraphNode_span, 0, 0, 0}, + {(char *)"cat", __pyx_getprop_5_cdec_14HypergraphNode_cat, 0, 0, 0}, {0, 0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_TRule = { +static PyNumberMethods __pyx_tp_as_number_HypergraphNode = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -14703,7 +18703,7 @@ static PyNumberMethods __pyx_tp_as_number_TRule = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_TRule = { +static PySequenceMethods __pyx_tp_as_sequence_HypergraphNode = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -14716,13 +18716,13 @@ static PySequenceMethods __pyx_tp_as_sequence_TRule = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_TRule = { +static PyMappingMethods __pyx_tp_as_mapping_HypergraphNode = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_TRule = { +static PyBufferProcs __pyx_tp_as_buffer_HypergraphNode = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -14743,12 +18743,12 @@ static PyBufferProcs __pyx_tp_as_buffer_TRule = { #endif }; -static PyTypeObject __pyx_type_5_cdec_TRule = { +static PyTypeObject __pyx_type_5_cdec_HypergraphNode = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.TRule"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_TRule), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.HypergraphNode"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_HypergraphNode), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_TRule, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_HypergraphNode, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -14758,26 +18758,26 @@ static PyTypeObject __pyx_type_5_cdec_TRule = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_TRule, /*tp_as_number*/ - &__pyx_tp_as_sequence_TRule, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_TRule, /*tp_as_mapping*/ + &__pyx_tp_as_number_HypergraphNode, /*tp_as_number*/ + &__pyx_tp_as_sequence_HypergraphNode, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_HypergraphNode, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - __pyx_pw_5_cdec_5TRule_1__str__, /*tp_str*/ + 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_TRule, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_HypergraphNode, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ - 0, /*tp_richcompare*/ + __pyx_pw_5_cdec_14HypergraphNode_1__richcmp__, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_TRule, /*tp_methods*/ + __pyx_methods_5_cdec_HypergraphNode, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_TRule, /*tp_getset*/ + __pyx_getsets_5_cdec_HypergraphNode, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -14785,7 +18785,7 @@ static PyTypeObject __pyx_type_5_cdec_TRule = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_TRule, /*tp_new*/ + __pyx_tp_new_5_cdec_HypergraphNode, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -14798,90 +18798,53 @@ static PyTypeObject __pyx_type_5_cdec_TRule = { 0, /*tp_version_tag*/ #endif }; -static struct __pyx_vtabstruct_5_cdec_HypergraphEdge __pyx_vtable_5_cdec_HypergraphEdge; -static PyObject *__pyx_tp_new_5_cdec_HypergraphEdge(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec_HypergraphEdge *p; +static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec_HypergraphEdge *)o); - p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphEdge; - p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_5_cdec_7Lattice_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } return o; } -static void __pyx_tp_dealloc_5_cdec_HypergraphEdge(PyObject *o) { - struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; - Py_XDECREF(((PyObject *)p->trule)); - (*Py_TYPE(o)->tp_free)(o); -} - -static int __pyx_tp_traverse_5_cdec_HypergraphEdge(PyObject *o, visitproc v, void *a) { - int e; - struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; - if (p->trule) { - e = (*v)(((PyObject*)p->trule), a); if (e) return e; +static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_7Lattice_14__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); } - return 0; -} - -static int __pyx_tp_clear_5_cdec_HypergraphEdge(PyObject *o) { - struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; - PyObject* tmp; - tmp = ((PyObject*)p->trule); - p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} - -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_head_node(PyObject *o, void *x) { - return __pyx_pw_5_cdec_14HypergraphEdge_9head_node_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes(PyObject *o, void *x) { - return __pyx_pw_5_cdec_14HypergraphEdge_10tail_nodes_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_span(PyObject *o, void *x) { - return __pyx_pw_5_cdec_14HypergraphEdge_4span_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_feature_values(PyObject *o, void *x) { - return __pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_prob(PyObject *o, void *x) { - return __pyx_pw_5_cdec_14HypergraphEdge_4prob_1__get__(o); + (*Py_TYPE(o)->tp_free)(o); } - -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_trule(PyObject *o, void *x) { - return __pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(o); +static PyObject *__pyx_sq_item_5_cdec_Lattice(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; } -static int __pyx_setprop_5_cdec_14HypergraphEdge_trule(PyObject *o, PyObject *v, void *x) { +static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) { if (v) { - return __pyx_pw_5_cdec_14HypergraphEdge_5trule_3__set__(o, v); + return __pyx_pw_5_cdec_7Lattice_5__setitem__(o, i, v); } else { - return __pyx_pw_5_cdec_14HypergraphEdge_5trule_5__del__(o); + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; } } - -static PyMethodDef __pyx_methods_5_cdec_HypergraphEdge[] = { - {0, 0, 0, 0} -}; - -static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphEdge[] = { - {(char *)"head_node", __pyx_getprop_5_cdec_14HypergraphEdge_head_node, 0, 0, 0}, - {(char *)"tail_nodes", __pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes, 0, 0, 0}, - {(char *)"span", __pyx_getprop_5_cdec_14HypergraphEdge_span, 0, 0, 0}, - {(char *)"feature_values", __pyx_getprop_5_cdec_14HypergraphEdge_feature_values, 0, 0, 0}, - {(char *)"prob", __pyx_getprop_5_cdec_14HypergraphEdge_prob, 0, 0, 0}, - {(char *)"trule", __pyx_getprop_5_cdec_14HypergraphEdge_trule, __pyx_setprop_5_cdec_14HypergraphEdge_trule, 0, 0}, - {0, 0, 0, 0, 0} + +static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { + {__Pyx_NAMESTR("todot"), (PyCFunction)__pyx_pw_5_cdec_7Lattice_16todot, METH_NOARGS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_HypergraphEdge = { +static PyNumberMethods __pyx_tp_as_number_Lattice = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -14939,11 +18902,11 @@ static PyNumberMethods __pyx_tp_as_number_HypergraphEdge = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_HypergraphEdge = { - __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_Lattice = { + __pyx_pw_5_cdec_7Lattice_7__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - 0, /*sq_item*/ + __pyx_sq_item_5_cdec_Lattice, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -14952,13 +18915,13 @@ static PySequenceMethods __pyx_tp_as_sequence_HypergraphEdge = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_HypergraphEdge = { - __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*mp_length*/ - 0, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_Lattice = { + __pyx_pw_5_cdec_7Lattice_7__len__, /*mp_length*/ + __pyx_pw_5_cdec_7Lattice_3__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_HypergraphEdge = { +static PyBufferProcs __pyx_tp_as_buffer_Lattice = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -14979,12 +18942,12 @@ static PyBufferProcs __pyx_tp_as_buffer_HypergraphEdge = { #endif }; -static PyTypeObject __pyx_type_5_cdec_HypergraphEdge = { +static PyTypeObject __pyx_type_5_cdec_Lattice = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.HypergraphEdge"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_HypergraphEdge), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_HypergraphEdge, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Lattice, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -14994,26 +18957,26 @@ static PyTypeObject __pyx_type_5_cdec_HypergraphEdge = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_HypergraphEdge, /*tp_as_number*/ - &__pyx_tp_as_sequence_HypergraphEdge, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_HypergraphEdge, /*tp_as_mapping*/ + &__pyx_tp_as_number_Lattice, /*tp_as_number*/ + &__pyx_tp_as_sequence_Lattice, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - 0, /*tp_str*/ + __pyx_pw_5_cdec_7Lattice_9__str__, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_HypergraphEdge, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + &__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec_HypergraphEdge, /*tp_traverse*/ - __pyx_tp_clear_5_cdec_HypergraphEdge, /*tp_clear*/ - __pyx_pw_5_cdec_14HypergraphEdge_3__richcmp__, /*tp_richcompare*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ + __pyx_pw_5_cdec_7Lattice_11__iter__, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_HypergraphEdge, /*tp_methods*/ + __pyx_methods_5_cdec_Lattice, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_HypergraphEdge, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -15021,7 +18984,7 @@ static PyTypeObject __pyx_type_5_cdec_HypergraphEdge = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_HypergraphEdge, /*tp_new*/ + __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -15034,50 +18997,51 @@ static PyTypeObject __pyx_type_5_cdec_HypergraphEdge = { 0, /*tp_version_tag*/ #endif }; -static struct __pyx_vtabstruct_5_cdec_HypergraphNode __pyx_vtable_5_cdec_HypergraphNode; -static PyObject *__pyx_tp_new_5_cdec_HypergraphNode(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec_HypergraphNode *p; +static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec_HypergraphNode *)o); - p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphNode; return o; } -static void __pyx_tp_dealloc_5_cdec_HypergraphNode(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_Candidate(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_in_edges(PyObject *o, void *x) { - return __pyx_pw_5_cdec_14HypergraphNode_8in_edges_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_5words_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_out_edges(PyObject *o, void *x) { - return __pyx_pw_5_cdec_14HypergraphNode_9out_edges_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_4fmap_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_span(PyObject *o, void *x) { - return __pyx_pw_5_cdec_14HypergraphNode_4span_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_5score_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_cat(PyObject *o, void *x) { - return __pyx_pw_5_cdec_14HypergraphNode_3cat_1__get__(o); +static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_9Candidate_5score_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } } -static PyMethodDef __pyx_methods_5_cdec_HypergraphNode[] = { +static PyMethodDef __pyx_methods_5_cdec_Candidate[] = { {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphNode[] = { - {(char *)"in_edges", __pyx_getprop_5_cdec_14HypergraphNode_in_edges, 0, 0, 0}, - {(char *)"out_edges", __pyx_getprop_5_cdec_14HypergraphNode_out_edges, 0, 0, 0}, - {(char *)"span", __pyx_getprop_5_cdec_14HypergraphNode_span, 0, 0, 0}, - {(char *)"cat", __pyx_getprop_5_cdec_14HypergraphNode_cat, 0, 0, 0}, +static struct PyGetSetDef __pyx_getsets_5_cdec_Candidate[] = { + {(char *)"words", __pyx_getprop_5_cdec_9Candidate_words, 0, 0, 0}, + {(char *)"fmap", __pyx_getprop_5_cdec_9Candidate_fmap, 0, 0, 0}, + {(char *)"score", __pyx_getprop_5_cdec_9Candidate_score, __pyx_setprop_5_cdec_9Candidate_score, 0, 0}, {0, 0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_HypergraphNode = { +static PyNumberMethods __pyx_tp_as_number_Candidate = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -15135,7 +19099,7 @@ static PyNumberMethods __pyx_tp_as_number_HypergraphNode = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_HypergraphNode = { +static PySequenceMethods __pyx_tp_as_sequence_Candidate = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -15148,13 +19112,13 @@ static PySequenceMethods __pyx_tp_as_sequence_HypergraphNode = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_HypergraphNode = { +static PyMappingMethods __pyx_tp_as_mapping_Candidate = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_HypergraphNode = { +static PyBufferProcs __pyx_tp_as_buffer_Candidate = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -15175,12 +19139,12 @@ static PyBufferProcs __pyx_tp_as_buffer_HypergraphNode = { #endif }; -static PyTypeObject __pyx_type_5_cdec_HypergraphNode = { +static PyTypeObject __pyx_type_5_cdec_Candidate = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.HypergraphNode"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_HypergraphNode), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Candidate"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Candidate), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_HypergraphNode, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Candidate, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -15190,26 +19154,26 @@ static PyTypeObject __pyx_type_5_cdec_HypergraphNode = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_HypergraphNode, /*tp_as_number*/ - &__pyx_tp_as_sequence_HypergraphNode, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_HypergraphNode, /*tp_as_mapping*/ + &__pyx_tp_as_number_Candidate, /*tp_as_number*/ + &__pyx_tp_as_sequence_Candidate, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Candidate, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_HypergraphNode, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_Candidate, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ - __pyx_pw_5_cdec_14HypergraphNode_1__richcmp__, /*tp_richcompare*/ + 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_HypergraphNode, /*tp_methods*/ + __pyx_methods_5_cdec_Candidate, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_HypergraphNode, /*tp_getset*/ + __pyx_getsets_5_cdec_Candidate, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -15217,7 +19181,7 @@ static PyTypeObject __pyx_type_5_cdec_HypergraphNode = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_HypergraphNode, /*tp_new*/ + __pyx_tp_new_5_cdec_Candidate, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -15231,50 +19195,45 @@ static PyTypeObject __pyx_type_5_cdec_HypergraphNode = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_7Lattice_14__dealloc__(o); + __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); } (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_Lattice(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; + +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) { + return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o); } -static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) { - if (v) { - return __pyx_pw_5_cdec_7Lattice_5__setitem__(o, i, v); - } - else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; - } +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, void *x) { + return __pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(o); } -static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { - {__Pyx_NAMESTR("todot"), (PyCFunction)__pyx_pw_5_cdec_7Lattice_16todot, METH_NOARGS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec_SufficientStats[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Lattice = { - 0, /*nb_add*/ +static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = { + {(char *)"score", __pyx_getprop_5_cdec_15SufficientStats_score, 0, 0, 0}, + {(char *)"detail", __pyx_getprop_5_cdec_15SufficientStats_detail, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_10__add__, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -15309,7 +19268,7 @@ static PyNumberMethods __pyx_tp_as_number_Lattice = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - 0, /*nb_inplace_add*/ + __pyx_pw_5_cdec_15SufficientStats_8__iadd__, /*nb_inplace_add*/ 0, /*nb_inplace_subtract*/ 0, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -15331,11 +19290,11 @@ static PyNumberMethods __pyx_tp_as_number_Lattice = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Lattice = { - __pyx_pw_5_cdec_7Lattice_7__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_Lattice, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -15344,13 +19303,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Lattice = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Lattice = { - __pyx_pw_5_cdec_7Lattice_7__len__, /*mp_length*/ - __pyx_pw_5_cdec_7Lattice_3__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Lattice = { +static PyBufferProcs __pyx_tp_as_buffer_SufficientStats = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -15371,12 +19330,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Lattice = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Lattice = { +static PyTypeObject __pyx_type_5_cdec_SufficientStats = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.SufficientStats"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SufficientStats), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Lattice, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_SufficientStats, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -15386,34 +19345,34 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Lattice, /*tp_as_number*/ - &__pyx_tp_as_sequence_Lattice, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ + &__pyx_tp_as_number_SufficientStats, /*tp_as_number*/ + &__pyx_tp_as_sequence_SufficientStats, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SufficientStats, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - __pyx_pw_5_cdec_7Lattice_9__str__, /*tp_str*/ + 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_SufficientStats, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_7Lattice_11__iter__, /*tp_iter*/ + __pyx_pw_5_cdec_15SufficientStats_5__iter__, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Lattice, /*tp_methods*/ + __pyx_methods_5_cdec_SufficientStats, /*tp_methods*/ 0, /*tp_members*/ - 0, /*tp_getset*/ + __pyx_getsets_5_cdec_SufficientStats, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ - __pyx_pw_5_cdec_7Lattice_1__init__, /*tp_init*/ + 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ + __pyx_tp_new_5_cdec_SufficientStats, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -15427,50 +19386,41 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_CandidateSet(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + if (__pyx_pw_5_cdec_12CandidateSet_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } return o; } -static void __pyx_tp_dealloc_5_cdec_Candidate(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_CandidateSet(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } (*Py_TYPE(o)->tp_free)(o); } - -static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9Candidate_5words_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9Candidate_4fmap_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9Candidate_5score_1__get__(o); -} - -static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_5_cdec_9Candidate_5score_3__set__(o, v); - } - else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; - } +static PyObject *__pyx_sq_item_5_cdec_CandidateSet(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; } -static PyMethodDef __pyx_methods_5_cdec_Candidate[] = { +static PyMethodDef __pyx_methods_5_cdec_CandidateSet[] = { + {__Pyx_NAMESTR("add_kbest"), (PyCFunction)__pyx_pw_5_cdec_12CandidateSet_12add_kbest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_Candidate[] = { - {(char *)"words", __pyx_getprop_5_cdec_9Candidate_words, 0, 0, 0}, - {(char *)"fmap", __pyx_getprop_5_cdec_9Candidate_fmap, 0, 0, 0}, - {(char *)"score", __pyx_getprop_5_cdec_9Candidate_score, __pyx_setprop_5_cdec_9Candidate_score, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_Candidate = { +static PyNumberMethods __pyx_tp_as_number_CandidateSet = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -15528,11 +19478,11 @@ static PyNumberMethods __pyx_tp_as_number_Candidate = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Candidate = { - 0, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - 0, /*sq_item*/ + __pyx_sq_item_5_cdec_CandidateSet, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -15541,13 +19491,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Candidate = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Candidate = { - 0, /*mp_length*/ - 0, /*mp_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*mp_length*/ + __pyx_pw_5_cdec_12CandidateSet_7__getitem__, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Candidate = { +static PyBufferProcs __pyx_tp_as_buffer_CandidateSet = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -15568,12 +19518,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Candidate = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Candidate = { +static PyTypeObject __pyx_type_5_cdec_CandidateSet = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Candidate"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Candidate), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.CandidateSet"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_CandidateSet), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Candidate, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_CandidateSet, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -15583,26 +19533,26 @@ static PyTypeObject __pyx_type_5_cdec_Candidate = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Candidate, /*tp_as_number*/ - &__pyx_tp_as_sequence_Candidate, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Candidate, /*tp_as_mapping*/ + &__pyx_tp_as_number_CandidateSet, /*tp_as_number*/ + &__pyx_tp_as_sequence_CandidateSet, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_CandidateSet, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Candidate, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_CandidateSet, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ + __pyx_pw_5_cdec_12CandidateSet_9__iter__, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Candidate, /*tp_methods*/ + __pyx_methods_5_cdec_CandidateSet, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_Candidate, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -15610,7 +19560,7 @@ static PyTypeObject __pyx_type_5_cdec_Candidate = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Candidate, /*tp_new*/ + __pyx_tp_new_5_cdec_CandidateSet, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -15624,18 +19574,18 @@ static PyTypeObject __pyx_type_5_cdec_Candidate = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; } -static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_SegmentEvaluator(PyObject *o) { { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(o); + __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); @@ -15643,26 +19593,14 @@ static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) { - return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, void *x) { - return __pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(o); -} - -static PyMethodDef __pyx_methods_5_cdec_SufficientStats[] = { +static PyMethodDef __pyx_methods_5_cdec_SegmentEvaluator[] = { + {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_NOARGS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = { - {(char *)"score", __pyx_getprop_5_cdec_15SufficientStats_score, 0, 0, 0}, - {(char *)"detail", __pyx_getprop_5_cdec_15SufficientStats_detail, 0, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_SufficientStats = { - __pyx_pw_5_cdec_15SufficientStats_10__add__, /*nb_add*/ +static PyNumberMethods __pyx_tp_as_number_SegmentEvaluator = { + 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -15697,7 +19635,7 @@ static PyNumberMethods __pyx_tp_as_number_SufficientStats = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - __pyx_pw_5_cdec_15SufficientStats_8__iadd__, /*nb_inplace_add*/ + 0, /*nb_inplace_add*/ 0, /*nb_inplace_subtract*/ 0, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -15719,8 +19657,8 @@ static PyNumberMethods __pyx_tp_as_number_SufficientStats = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { - __pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_SegmentEvaluator = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ 0, /*sq_item*/ @@ -15732,13 +19670,13 @@ static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = { - __pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/ +static PyMappingMethods __pyx_tp_as_mapping_SegmentEvaluator = { + 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_SufficientStats = { +static PyBufferProcs __pyx_tp_as_buffer_SegmentEvaluator = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -15759,12 +19697,12 @@ static PyBufferProcs __pyx_tp_as_buffer_SufficientStats = { #endif }; -static PyTypeObject __pyx_type_5_cdec_SufficientStats = { +static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.SufficientStats"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_SufficientStats), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.SegmentEvaluator"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SegmentEvaluator), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_SufficientStats, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_SegmentEvaluator, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -15774,26 +19712,26 @@ static PyTypeObject __pyx_type_5_cdec_SufficientStats = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_SufficientStats, /*tp_as_number*/ - &__pyx_tp_as_sequence_SufficientStats, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_SufficientStats, /*tp_as_mapping*/ + &__pyx_tp_as_number_SegmentEvaluator, /*tp_as_number*/ + &__pyx_tp_as_sequence_SegmentEvaluator, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SegmentEvaluator, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_SufficientStats, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_SegmentEvaluator, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_15SufficientStats_5__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_SufficientStats, /*tp_methods*/ + __pyx_methods_5_cdec_SegmentEvaluator, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_SufficientStats, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -15801,7 +19739,7 @@ static PyTypeObject __pyx_type_5_cdec_SufficientStats = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_SufficientStats, /*tp_new*/ + __pyx_tp_new_5_cdec_SegmentEvaluator, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -15815,41 +19753,33 @@ static PyTypeObject __pyx_type_5_cdec_SufficientStats = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_CandidateSet(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Scorer(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - if (__pyx_pw_5_cdec_12CandidateSet_1__cinit__(o, a, k) < 0) { + if (__pyx_pw_5_cdec_6Scorer_1__cinit__(o, a, k) < 0) { Py_DECREF(o); o = 0; } return o; } -static void __pyx_tp_dealloc_5_cdec_CandidateSet(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_Scorer(PyObject *o) { { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(o); + __pyx_pw_5_cdec_6Scorer_3__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); } (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_sq_item_5_cdec_CandidateSet(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; -} -static PyMethodDef __pyx_methods_5_cdec_CandidateSet[] = { - {__Pyx_NAMESTR("add_kbest"), (PyCFunction)__pyx_pw_5_cdec_12CandidateSet_12add_kbest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec_Scorer[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_CandidateSet = { +static PyNumberMethods __pyx_tp_as_number_Scorer = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -15907,11 +19837,11 @@ static PyNumberMethods __pyx_tp_as_number_CandidateSet = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { - __pyx_pw_5_cdec_12CandidateSet_5__len__, /*sq_length*/ +static PySequenceMethods __pyx_tp_as_sequence_Scorer = { + 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_CandidateSet, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -15920,13 +19850,13 @@ static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_CandidateSet = { - __pyx_pw_5_cdec_12CandidateSet_5__len__, /*mp_length*/ - __pyx_pw_5_cdec_12CandidateSet_7__getitem__, /*mp_subscript*/ +static PyMappingMethods __pyx_tp_as_mapping_Scorer = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_CandidateSet = { +static PyBufferProcs __pyx_tp_as_buffer_Scorer = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -15947,12 +19877,12 @@ static PyBufferProcs __pyx_tp_as_buffer_CandidateSet = { #endif }; -static PyTypeObject __pyx_type_5_cdec_CandidateSet = { +static PyTypeObject __pyx_type_5_cdec_Scorer = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.CandidateSet"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_CandidateSet), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Scorer"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Scorer), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_CandidateSet, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Scorer, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -15962,24 +19892,24 @@ static PyTypeObject __pyx_type_5_cdec_CandidateSet = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_CandidateSet, /*tp_as_number*/ - &__pyx_tp_as_sequence_CandidateSet, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_CandidateSet, /*tp_as_mapping*/ + &__pyx_tp_as_number_Scorer, /*tp_as_number*/ + &__pyx_tp_as_sequence_Scorer, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Scorer, /*tp_as_mapping*/ 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ + __pyx_pw_5_cdec_6Scorer_5__call__, /*tp_call*/ + __pyx_pw_5_cdec_6Scorer_7__str__, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_CandidateSet, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_Scorer, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_12CandidateSet_9__iter__, /*tp_iter*/ + 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_CandidateSet, /*tp_methods*/ + __pyx_methods_5_cdec_Scorer, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -15989,7 +19919,7 @@ static PyTypeObject __pyx_type_5_cdec_CandidateSet = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_CandidateSet, /*tp_new*/ + __pyx_tp_new_5_cdec_Scorer, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -16003,32 +19933,82 @@ static PyTypeObject __pyx_type_5_cdec_CandidateSet = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec_Decoder *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_Decoder *)o); + p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_5_cdec_7Decoder_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } return o; } -static void __pyx_tp_dealloc_5_cdec_SegmentEvaluator(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_Decoder(PyObject *o) { + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(o); + __pyx_pw_5_cdec_7Decoder_3__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); } + Py_XDECREF(((PyObject *)p->weights)); (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_SegmentEvaluator[] = { - {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_NOARGS, __Pyx_DOCSTR(0)}, +static int __pyx_tp_traverse_5_cdec_Decoder(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + if (p->weights) { + e = (*v)(((PyObject*)p->weights), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) { + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + PyObject* tmp; + tmp = ((PyObject*)p->weights); + p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) { + return __pyx_pw_5_cdec_7Decoder_7weights_1__get__(o); +} + +static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_7Decoder_formalism(PyObject *o, void *x) { + return __pyx_pw_5_cdec_7Decoder_9formalism_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_Decoder[] = { + {__Pyx_NAMESTR("read_weights"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_5read_weights, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("translate"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_7translate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_SegmentEvaluator = { +static struct PyGetSetDef __pyx_getsets_5_cdec_Decoder[] = { + {(char *)"weights", __pyx_getprop_5_cdec_7Decoder_weights, __pyx_setprop_5_cdec_7Decoder_weights, 0, 0}, + {(char *)"formalism", __pyx_getprop_5_cdec_7Decoder_formalism, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Decoder = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -16086,7 +20066,7 @@ static PyNumberMethods __pyx_tp_as_number_SegmentEvaluator = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_SegmentEvaluator = { +static PySequenceMethods __pyx_tp_as_sequence_Decoder = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -16099,13 +20079,13 @@ static PySequenceMethods __pyx_tp_as_sequence_SegmentEvaluator = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_SegmentEvaluator = { +static PyMappingMethods __pyx_tp_as_mapping_Decoder = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_SegmentEvaluator = { +static PyBufferProcs __pyx_tp_as_buffer_Decoder = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -16126,12 +20106,12 @@ static PyBufferProcs __pyx_tp_as_buffer_SegmentEvaluator = { #endif }; -static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { +static PyTypeObject __pyx_type_5_cdec_Decoder = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.SegmentEvaluator"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_SegmentEvaluator), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Decoder"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Decoder), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_SegmentEvaluator, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Decoder, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -16141,26 +20121,26 @@ static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_SegmentEvaluator, /*tp_as_number*/ - &__pyx_tp_as_sequence_SegmentEvaluator, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_SegmentEvaluator, /*tp_as_mapping*/ + &__pyx_tp_as_number_Decoder, /*tp_as_number*/ + &__pyx_tp_as_sequence_Decoder, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Decoder, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_SegmentEvaluator, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer_Decoder, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec_Decoder, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_Decoder, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_SegmentEvaluator, /*tp_methods*/ + __pyx_methods_5_cdec_Decoder, /*tp_methods*/ 0, /*tp_members*/ - 0, /*tp_getset*/ + __pyx_getsets_5_cdec_Decoder, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -16168,7 +20148,7 @@ static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_SegmentEvaluator, /*tp_new*/ + __pyx_tp_new_5_cdec_Decoder, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -16182,33 +20162,44 @@ static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Scorer(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - if (__pyx_pw_5_cdec_6Scorer_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Scorer(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_6Scorer_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static PyMethodDef __pyx_methods_5_cdec_Scorer[] = { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Scorer = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -16266,7 +20257,7 @@ static PyNumberMethods __pyx_tp_as_number_Scorer = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Scorer = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -16279,13 +20270,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Scorer = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Scorer = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Scorer = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -16306,12 +20297,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Scorer = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Scorer = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Scorer"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Scorer), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Scorer, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -16321,24 +20312,24 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Scorer, /*tp_as_number*/ - &__pyx_tp_as_sequence_Scorer, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Scorer, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ - __pyx_pw_5_cdec_6Scorer_5__call__, /*tp_call*/ - __pyx_pw_5_cdec_6Scorer_7__str__, /*tp_str*/ + 0, /*tp_call*/ + 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Scorer, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct____iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Scorer, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -16348,7 +20339,7 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Scorer, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -16362,82 +20353,44 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec_Decoder *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec_Decoder *)o); - p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); - if (__pyx_pw_5_cdec_7Decoder_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Decoder(PyObject *o) { - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_5_cdec_7Decoder_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - Py_XDECREF(((PyObject *)p->weights)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec_Decoder(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; - if (p->weights) { - e = (*v)(((PyObject*)p->weights), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) { - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; PyObject* tmp; - tmp = ((PyObject*)p->weights); - p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) { - return __pyx_pw_5_cdec_7Decoder_7weights_1__get__(o); -} - -static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v); - } - else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; - } -} - -static PyObject *__pyx_getprop_5_cdec_7Decoder_formalism(PyObject *o, void *x) { - return __pyx_pw_5_cdec_7Decoder_9formalism_1__get__(o); -} - -static PyMethodDef __pyx_methods_5_cdec_Decoder[] = { - {__Pyx_NAMESTR("read_weights"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_5read_weights, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("translate"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_7translate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1___iter__[] = { {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_Decoder[] = { - {(char *)"weights", __pyx_getprop_5_cdec_7Decoder_weights, __pyx_setprop_5_cdec_7Decoder_weights, 0, 0}, - {(char *)"formalism", __pyx_getprop_5_cdec_7Decoder_formalism, 0, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_Decoder = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -16495,7 +20448,7 @@ static PyNumberMethods __pyx_tp_as_number_Decoder = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Decoder = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -16508,13 +20461,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Decoder = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Decoder = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Decoder = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -16535,12 +20488,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Decoder = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Decoder = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Decoder"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Decoder), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Decoder, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -16550,26 +20503,26 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Decoder, /*tp_as_number*/ - &__pyx_tp_as_sequence_Decoder, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Decoder, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_1___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_1___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_1___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Decoder, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_1___iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec_Decoder, /*tp_traverse*/ - __pyx_tp_clear_5_cdec_Decoder, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Decoder, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_1___iter__, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_Decoder, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -16577,7 +20530,7 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Decoder, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -16591,44 +20544,44 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2__phrase(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); - p->__pyx_v_self = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)o); + p->__pyx_v_phrase = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_self)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2__phrase(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)o; + Py_XDECREF(p->__pyx_v_phrase); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2__phrase(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; - if (p->__pyx_v_self) { - e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)o; + if (p->__pyx_v_phrase) { + e = (*v)(p->__pyx_v_phrase, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2__phrase(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_phrase); + p->__pyx_v_phrase = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2__phrase[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2__phrase = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -16686,7 +20639,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2__phrase = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -16699,13 +20652,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2__phrase = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2__phrase = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -16726,12 +20679,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2__phrase = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2__phrase"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2__phrase, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -16741,24 +20694,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_2__phrase, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_2__phrase, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_2__phrase, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct____iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_2__phrase, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_2__phrase, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_2__phrase, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_2__phrase, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -16768,7 +20721,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_2__phrase, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -16782,44 +20735,60 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); - p->__pyx_v_self = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_w = 0; + p->__pyx_t_0 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_self)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_w); + Py_XDECREF(p->__pyx_t_0); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_genexpr(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; - if (p->__pyx_v_self) { - e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_w) { + e = (*v)(p->__pyx_v_w, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_w); + p->__pyx_v_w = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_genexpr[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_genexpr = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -16877,7 +20846,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_genexpr = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -16890,13 +20859,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_genexpr = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_genexpr = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -16917,12 +20886,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_genexpr = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_genexpr, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -16932,24 +20901,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_1___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_1___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_1___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_3_genexpr, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_3_genexpr, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_3_genexpr, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_1___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_3_genexpr, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_genexpr, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_3_genexpr, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_1___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_3_genexpr, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -16959,7 +20928,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_3_genexpr, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -16973,52 +20942,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)o); p->__pyx_v_self = 0; - p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4___get__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_size) { - e = (*v)(p->__pyx_v_size, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_size); - p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_BaseTRule *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2_kbest[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4___get__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4___get__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -17076,7 +21037,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4___get__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -17089,13 +21050,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_kbest = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4___get__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4___get__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -17116,12 +21077,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4___get__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2_kbest"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4___get__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -17131,24 +21092,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_2_kbest, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_2_kbest, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_2_kbest, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_4___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_4___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_4___get__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_2_kbest, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_4___get__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_4___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_4___get__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_2_kbest, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_4___get__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -17158,7 +21119,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_4___get__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -17172,68 +21133,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_trees(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5___str__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o); - p->__pyx_v_e_tree = 0; - p->__pyx_v_f_tree = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o); p->__pyx_v_self = 0; - p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_trees(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_e_tree)); - Py_XDECREF(((PyObject *)p->__pyx_v_f_tree)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5___str__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_trees(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5___str__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o; - if (p->__pyx_v_e_tree) { - e = (*v)(p->__pyx_v_e_tree, a); if (e) return e; - } - if (p->__pyx_v_f_tree) { - e = (*v)(p->__pyx_v_f_tree, a); if (e) return e; - } + struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->__pyx_v_size) { - e = (*v)(p->__pyx_v_size, a); if (e) return e; - } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_trees(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5___str__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_e_tree); - p->__pyx_v_e_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_f_tree); - p->__pyx_v_f_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_size); - p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_BaseTRule *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_trees[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5___str__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_trees = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5___str__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -17291,7 +21228,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_trees = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_trees = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5___str__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -17304,13 +21241,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_trees = 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_kbest_trees = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5___str__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_trees = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5___str__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -17331,12 +21268,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_trees = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_trees = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5___str__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_kbest_trees"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5___str__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_trees, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5___str__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -17346,24 +21283,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_trees = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_3_kbest_trees, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_3_kbest_trees, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_3_kbest_trees, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_5___str__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_5___str__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_5___str__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_3_kbest_trees, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_5___str__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_trees, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_trees, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_5___str__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_5___str__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_trees, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_5___str__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -17373,7 +21310,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_trees = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_trees, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_5___str__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -17387,60 +21324,60 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_trees = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o); - p->__pyx_v_fmap = 0; - p->__pyx_v_self = 0; - p->__pyx_v_size = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_feat = 0; + p->__pyx_t_0 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_fmap)); - Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(p->__pyx_v_size); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_feat); + Py_XDECREF(p->__pyx_t_0); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_6_genexpr(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; - if (p->__pyx_v_fmap) { - e = (*v)(((PyObject*)p->__pyx_v_fmap), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; } - if (p->__pyx_v_self) { - e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + if (p->__pyx_v_feat) { + e = (*v)(p->__pyx_v_feat, a); if (e) return e; } - if (p->__pyx_v_size) { - e = (*v)(p->__pyx_v_size, a); if (e) return e; + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_6_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_fmap); - p->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_feat); + p->__pyx_v_feat = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_size); - p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6_genexpr[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_kbest_features = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6_genexpr = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -17498,7 +21435,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_kbest_features = #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6_genexpr = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -17511,13 +21448,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_kbest_feature 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_6_genexpr = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6_genexpr = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -17538,12 +21475,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6_genexpr = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4_kbest_features"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_6_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6_genexpr, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -17553,24 +21490,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_4_kbest_features, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_6_genexpr, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_6_genexpr, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_6_genexpr, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_6_genexpr, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_6_genexpr, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_6_genexpr, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_6_genexpr, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -17580,7 +21517,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_6_genexpr, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -17594,44 +21531,52 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5_sample(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o); p->__pyx_v_self = 0; + p->__pyx_v_trule = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(((PyObject *)p->__pyx_v_trule)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } + if (p->__pyx_v_trule) { + e = (*v)(((PyObject*)p->__pyx_v_trule), a); if (e) return e; + } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_7___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Grammar *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_trule); + p->__pyx_v_trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5_sample[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_7___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5_sample = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -17689,7 +21634,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5_sample = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5_sample = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -17702,13 +21647,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5_sample = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5_sample = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_7___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5_sample = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -17729,12 +21674,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5_sample = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5_sample"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -17744,24 +21689,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_5_sample, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_5_sample, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_5_sample, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_7___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_7___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_7___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_5_sample, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_7___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_7___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_5_sample, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_7___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -17771,7 +21716,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_5_sample, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -17785,44 +21730,52 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6___get__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)o); p->__pyx_v_self = 0; + p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___get__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___get__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_kbest(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_6___get__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6___get__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8_kbest[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___get__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_kbest = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -17880,7 +21833,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___get__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___get__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_kbest = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -17893,13 +21846,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___get__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_6___get__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8_kbest = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___get__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_kbest = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -17920,12 +21873,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___get__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___get__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_kbest = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_6___get__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8_kbest"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___get__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_kbest, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -17935,24 +21888,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___get__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_6___get__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_6___get__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_6___get__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_8_kbest, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_8_kbest, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_8_kbest, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_6___get__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_8_kbest, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___get__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_6___get__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_kbest, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_8_kbest, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_6___get__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_8_kbest, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -17962,7 +21915,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___get__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_6___get__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_8_kbest, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -17976,44 +21929,68 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___get__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7___get__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9_kbest_trees(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *)o); + p->__pyx_v_e_tree = 0; + p->__pyx_v_f_tree = 0; p->__pyx_v_self = 0; + p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___get__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9_kbest_trees(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_e_tree)); + Py_XDECREF(((PyObject *)p->__pyx_v_f_tree)); Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___get__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_9_kbest_trees(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *)o; + if (p->__pyx_v_e_tree) { + e = (*v)(p->__pyx_v_e_tree, a); if (e) return e; + } + if (p->__pyx_v_f_tree) { + e = (*v)(p->__pyx_v_f_tree, a); if (e) return e; + } if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_7___get__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_9_kbest_trees(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *)o; PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_e_tree); + p->__pyx_v_e_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_tree); + p->__pyx_v_f_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_7___get__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_9_kbest_trees[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7___get__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_9_kbest_trees = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -18071,7 +22048,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7___get__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7___get__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_9_kbest_trees = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -18084,13 +22061,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7___get__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_7___get__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_9_kbest_trees = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7___get__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9_kbest_trees = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -18111,12 +22088,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7___get__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___get__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9_kbest_trees = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7___get__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_9_kbest_trees"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___get__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -18126,24 +22103,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___get__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_7___get__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_7___get__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_7___get__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_9_kbest_trees, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_9_kbest_trees, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_9_kbest_trees, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_7___get__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_9_kbest_trees, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___get__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_7___get__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_7___get__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -18153,7 +22130,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___get__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_7___get__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -18167,44 +22144,60 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___get__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8__phrase(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10_kbest_features(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o); - p->__pyx_v_phrase = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *)o); + p->__pyx_v_fmap = 0; + p->__pyx_v_self = 0; + p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8__phrase(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o; - Py_XDECREF(p->__pyx_v_phrase); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_fmap)); + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8__phrase(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_10_kbest_features(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o; - if (p->__pyx_v_phrase) { - e = (*v)(p->__pyx_v_phrase, a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *)o; + if (p->__pyx_v_fmap) { + e = (*v)(((PyObject*)p->__pyx_v_fmap), a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8__phrase(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_10_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_phrase); - p->__pyx_v_phrase = Py_None; Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_fmap); + p->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8__phrase[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_10_kbest_features[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8__phrase = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10_kbest_features = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -18262,7 +22255,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8__phrase = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8__phrase = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_10_kbest_features = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -18275,13 +22268,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8__phrase = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8__phrase = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_10_kbest_features = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8__phrase = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10_kbest_features = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -18302,12 +22295,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8__phrase = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8__phrase = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10_kbest_features = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8__phrase"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_10_kbest_features"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8__phrase, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10_kbest_features, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -18317,24 +22310,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8__phrase = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_8__phrase, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_8__phrase, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_8__phrase, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_10_kbest_features, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_10_kbest_features, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_10_kbest_features, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_8__phrase, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_10_kbest_features, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_8__phrase, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_8__phrase, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_10_kbest_features, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_10_kbest_features, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_8__phrase, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_10_kbest_features, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -18344,7 +22337,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8__phrase = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_8__phrase, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_10_kbest_features, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -18358,60 +22351,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8__phrase = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_11_sample(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o); - p->__pyx_outer_scope = 0; - p->__pyx_v_w = 0; - p->__pyx_t_0 = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)o); + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9_genexpr(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o; - Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); - Py_XDECREF(p->__pyx_v_w); - Py_XDECREF(p->__pyx_t_0); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_11_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_9_genexpr(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_11_sample(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o; - if (p->__pyx_outer_scope) { - e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; - } - if (p->__pyx_v_w) { - e = (*v)(p->__pyx_v_w, a); if (e) return e; - } - if (p->__pyx_t_0) { - e = (*v)(p->__pyx_t_0, a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_9_genexpr(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_11_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_outer_scope); - p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_w); - p->__pyx_v_w = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_t_0); - p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_9_genexpr[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_11_sample[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_9_genexpr = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_11_sample = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -18469,7 +22446,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_9_genexpr = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_9_genexpr = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_11_sample = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -18482,13 +22459,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_9_genexpr = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_9_genexpr = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_11_sample = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9_genexpr = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_11_sample = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -18509,12 +22486,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9_genexpr = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9_genexpr = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_11_sample = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_9_genexpr"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_11_sample"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9_genexpr, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_11_sample, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -18524,24 +22501,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9_genexpr = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_9_genexpr, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_9_genexpr, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_9_genexpr, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_11_sample, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_11_sample, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_11_sample, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_9_genexpr, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_11_sample, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_9_genexpr, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_9_genexpr, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_11_sample, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_11_sample, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_9_genexpr, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_11_sample, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -18551,7 +22528,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9_genexpr = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_9_genexpr, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_11_sample, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -18565,44 +22542,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9_genexpr = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10___str__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_12___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___str__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_12___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___str__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_12___get__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_10___str__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_12___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_10___str__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_12___get__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10___str__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_12___get__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -18660,7 +22637,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10___str__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_10___str__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_12___get__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -18673,13 +22650,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_10___str__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_10___str__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_12___get__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10___str__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_12___get__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -18700,12 +22677,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10___str__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___str__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_12___get__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_10___str__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_12___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___str__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_12___get__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -18715,24 +22692,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___str__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_10___str__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_10___str__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_10___str__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_12___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_12___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_12___get__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_10___str__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_12___get__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___str__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_10___str__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_12___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_12___get__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_10___str__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_12___get__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -18742,7 +22719,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___str__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_10___str__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_12___get__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -18756,60 +22733,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___str__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_11_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_13___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o); - p->__pyx_outer_scope = 0; - p->__pyx_v_feat = 0; - p->__pyx_t_0 = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o); + p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_11_genexpr(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o; - Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); - Py_XDECREF(p->__pyx_v_feat); - Py_XDECREF(p->__pyx_t_0); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_13___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_11_genexpr(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_13___get__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o; - if (p->__pyx_outer_scope) { - e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; - } - if (p->__pyx_v_feat) { - e = (*v)(p->__pyx_v_feat, a); if (e) return e; - } - if (p->__pyx_t_0) { - e = (*v)(p->__pyx_t_0, a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_11_genexpr(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_13___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_outer_scope); - p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_feat); - p->__pyx_v_feat = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_t_0); - p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_11_genexpr[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_13___get__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_11_genexpr = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_13___get__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -18867,7 +22828,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_11_genexpr = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_11_genexpr = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_13___get__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -18880,13 +22841,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_11_genexpr = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_11_genexpr = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_13___get__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_11_genexpr = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_13___get__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -18907,12 +22868,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_11_genexpr = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_11_genexpr = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_13___get__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_11_genexpr"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_13___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_11_genexpr, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_13___get__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -18922,24 +22883,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_11_genexpr = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_11_genexpr, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_11_genexpr, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_11_genexpr, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_13___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_13___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_13___get__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_11_genexpr, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_13___get__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_11_genexpr, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_11_genexpr, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_13___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_13___get__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_11_genexpr, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_13___get__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -18949,7 +22910,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_11_genexpr = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_11_genexpr, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_13___get__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -18963,32 +22924,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_11_genexpr = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_12___get__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_14___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_12___get__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_14___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_12___get__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_14___get__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_12___get__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_14___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_HypergraphEdge *)Py_None); Py_INCREF(Py_None); @@ -18996,11 +22957,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_12___get__(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_12___get__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_14___get__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_12___get__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_14___get__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -19058,7 +23019,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_12___get__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_12___get__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_14___get__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -19071,13 +23032,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_12___get__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_12___get__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_14___get__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_12___get__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_14___get__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -19098,12 +23059,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_12___get__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_12___get__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_14___get__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_12___get__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_14___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_12___get__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_14___get__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -19113,24 +23074,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_12___get__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_12___get__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_12___get__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_12___get__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_14___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_14___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_14___get__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_12___get__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_14___get__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_12___get__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_12___get__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_14___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_14___get__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_12___get__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_14___get__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -19140,7 +23101,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_12___get__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_12___get__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_14___get__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -19154,32 +23115,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_12___get__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_13___get__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_15___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_13___get__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_15___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_13___get__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_15___get__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_13___get__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_15___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_HypergraphNode *)Py_None); Py_INCREF(Py_None); @@ -19187,11 +23148,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_13___get__(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_13___get__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_15___get__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_13___get__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_15___get__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -19249,7 +23210,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_13___get__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_13___get__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_15___get__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -19262,13 +23223,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_13___get__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_13___get__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_15___get__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_13___get__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_15___get__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -19289,12 +23250,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_13___get__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_13___get__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_15___get__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_13___get__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_15___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_13___get__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_15___get__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -19304,24 +23265,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_13___get__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_13___get__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_13___get__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_13___get__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_15___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_15___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_15___get__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_13___get__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_15___get__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_13___get__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_13___get__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_15___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_15___get__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_13___get__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_15___get__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -19331,7 +23292,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_13___get__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_13___get__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_15___get__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -19345,32 +23306,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_13___get__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_14___get__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_16___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_14___get__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_16___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_14___get__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_16___get__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_14___get__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_16___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_HypergraphNode *)Py_None); Py_INCREF(Py_None); @@ -19378,11 +23339,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_14___get__(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_14___get__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_16___get__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_14___get__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_16___get__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -19440,7 +23401,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_14___get__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_14___get__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_16___get__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -19453,13 +23414,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_14___get__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_14___get__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_16___get__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_14___get__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_16___get__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -19480,12 +23441,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_14___get__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_14___get__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_16___get__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_14___get__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_16___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_14___get__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_16___get__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -19495,24 +23456,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_14___get__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_14___get__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_14___get__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_14___get__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_16___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_16___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_16___get__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_14___get__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_16___get__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_14___get__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_14___get__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_16___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_16___get__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_14___get__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_16___get__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -19522,7 +23483,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_14___get__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_14___get__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_16___get__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -19536,32 +23497,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_14___get__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_15___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_17___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_15___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_17___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_15___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_17___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_15___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_17___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); @@ -19569,11 +23530,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_15___iter__(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_15___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_17___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_15___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_17___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -19631,7 +23592,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_15___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_15___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_17___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -19644,13 +23605,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_15___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_15___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_17___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_15___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_17___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -19671,12 +23632,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_15___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_15___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_17___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_15___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_17___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_15___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_17___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -19686,24 +23647,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_15___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_15___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_15___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_15___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_17___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_17___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_17___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_15___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_17___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_15___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_15___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_17___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_17___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_15___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_17___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -19713,7 +23674,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_15___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_15___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_17___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -19727,32 +23688,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_15___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_16_todot(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_18_todot(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_16_todot(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_18_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_16_todot(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_18_todot(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_16_todot(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_18_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); @@ -19760,11 +23721,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_16_todot(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_16_todot[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_18_todot[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_16_todot = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_18_todot = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -19822,7 +23783,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_16_todot = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_16_todot = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_18_todot = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -19835,13 +23796,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_16_todot = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_16_todot = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_18_todot = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_16_todot = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_18_todot = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -19862,12 +23823,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_16_todot = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_16_todot = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_18_todot = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_16_todot"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_18_todot"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_16_todot, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_18_todot, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -19877,24 +23838,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_16_todot = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_16_todot, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_16_todot, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_16_todot, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_18_todot, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_18_todot, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_18_todot, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_16_todot, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_18_todot, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_16_todot, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_16_todot, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_18_todot, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_18_todot, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_16_todot, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_18_todot, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -19904,7 +23865,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_16_todot = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_16_todot, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_18_todot, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -19918,11 +23879,11 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_16_todot = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_17_lines(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_19_lines(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *)o); p->__pyx_outer_scope = 0; p->__pyx_v_delta = 0; p->__pyx_v_i = 0; @@ -19933,8 +23894,8 @@ static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_17_lines(PyTypeObject *t return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_17_lines(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_19_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *)o; Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); Py_XDECREF(p->__pyx_v_delta); Py_XDECREF(p->__pyx_v_i); @@ -19945,9 +23906,9 @@ static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_17_lines(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_17_lines(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_19_lines(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *)o; if (p->__pyx_outer_scope) { e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; } @@ -19972,11 +23933,11 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_17_lines(PyObject *o, vis return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_17_lines(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_19_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_outer_scope); - p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)Py_None); Py_INCREF(Py_None); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_delta); p->__pyx_v_delta = Py_None; Py_INCREF(Py_None); @@ -19999,11 +23960,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_17_lines(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_17_lines[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_19_lines[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_17_lines = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_19_lines = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -20061,7 +24022,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_17_lines = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_17_lines = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_19_lines = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -20074,13 +24035,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_17_lines = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_17_lines = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_19_lines = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_17_lines = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_19_lines = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -20101,12 +24062,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_17_lines = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_17_lines = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_19_lines = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_17_lines"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_19_lines"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_17_lines, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_19_lines, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -20116,24 +24077,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_17_lines = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_17_lines, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_17_lines, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_17_lines, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_19_lines, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_19_lines, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_19_lines, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_17_lines, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_19_lines, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_17_lines, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_17_lines, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_19_lines, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_19_lines, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_17_lines, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_19_lines, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -20143,7 +24104,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_17_lines = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_17_lines, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_19_lines, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -20157,28 +24118,28 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_17_lines = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_18___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_20___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *)o); p->__pyx_v_i = 0; p->__pyx_v_self = 0; p->__pyx_t_1 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_18___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *)o; Py_XDECREF(p->__pyx_v_i); Py_XDECREF(((PyObject *)p->__pyx_v_self)); Py_XDECREF(p->__pyx_t_1); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_18___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_20___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *)o; if (p->__pyx_v_i) { e = (*v)(p->__pyx_v_i, a); if (e) return e; } @@ -20191,8 +24152,8 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_18___iter__(PyObject *o, return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_18___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_20___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_i); p->__pyx_v_i = Py_None; Py_INCREF(Py_None); @@ -20206,11 +24167,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_18___iter__(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_18___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_20___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_18___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_20___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -20268,7 +24229,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_18___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_18___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_20___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -20281,13 +24242,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_18___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_18___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_20___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_18___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_20___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -20308,12 +24269,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_18___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_18___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_20___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_18___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_20___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_18___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -20323,24 +24284,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_18___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_18___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_18___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_18___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_20___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_20___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_20___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_18___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_20___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_18___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_18___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_20___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_20___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_18___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_20___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -20350,7 +24311,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_18___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_18___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_20___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -20364,32 +24325,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_18___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_19___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_21___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_19___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_21___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_19___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_21___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_19___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_21___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_CandidateSet *)Py_None); Py_INCREF(Py_None); @@ -20397,11 +24358,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_19___iter__(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_19___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_21___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_19___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_21___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -20459,7 +24420,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_19___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_19___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_21___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -20472,13 +24433,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_19___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_19___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_21___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_19___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_21___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -20499,12 +24460,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_19___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_19___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_21___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_19___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_21___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_19___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_21___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -20514,24 +24475,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_19___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_19___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_19___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_19___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_21___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_21___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_21___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_19___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_21___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_19___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_19___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_21___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_21___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_19___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_21___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -20541,7 +24502,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_19___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_19___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_21___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -20555,11 +24516,11 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_19___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_20__make_config(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_22__make_config(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *)o); p->__pyx_v_config = 0; p->__pyx_v_info = 0; p->__pyx_v_key = 0; @@ -20570,8 +24531,8 @@ static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_20__make_config(PyTypeOb return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20__make_config(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_22__make_config(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *)o; Py_XDECREF(p->__pyx_v_config); Py_XDECREF(p->__pyx_v_info); Py_XDECREF(p->__pyx_v_key); @@ -20582,9 +24543,9 @@ static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20__make_config(PyObject (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_20__make_config(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_22__make_config(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *)o; if (p->__pyx_v_config) { e = (*v)(p->__pyx_v_config, a); if (e) return e; } @@ -20609,8 +24570,8 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_20__make_config(PyObject return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_20__make_config(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_22__make_config(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_config); p->__pyx_v_config = Py_None; Py_INCREF(Py_None); @@ -20636,11 +24597,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_20__make_config(PyObject *o) return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_20__make_config[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_22__make_config[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_20__make_config = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_22__make_config = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -20698,7 +24659,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_20__make_config = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_20__make_config = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_22__make_config = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -20711,13 +24672,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_20__make_config 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_20__make_config = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_22__make_config = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_20__make_config = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_22__make_config = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -20738,12 +24699,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_20__make_config = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_20__make_config = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_22__make_config = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_20__make_config"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_22__make_config"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20__make_config, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_22__make_config, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -20753,24 +24714,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_20__make_config = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_20__make_config, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_20__make_config, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_20__make_config, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_22__make_config, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_22__make_config, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_22__make_config, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_20__make_config, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_22__make_config, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_20__make_config, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_20__make_config, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_22__make_config, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_22__make_config, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_20__make_config, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_22__make_config, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -20780,7 +24741,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_20__make_config = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_20__make_config, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_22__make_config, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -20794,32 +24755,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_20__make_config = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_21___cinit__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_23___cinit__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *)o); p->__pyx_v_config = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_21___cinit__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_23___cinit__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *)o; Py_XDECREF(p->__pyx_v_config); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_21___cinit__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_23___cinit__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *)o; if (p->__pyx_v_config) { e = (*v)(p->__pyx_v_config, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_21___cinit__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_23___cinit__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_config); p->__pyx_v_config = Py_None; Py_INCREF(Py_None); @@ -20827,11 +24788,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_21___cinit__(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_21___cinit__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_23___cinit__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_21___cinit__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_23___cinit__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -20889,7 +24850,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_21___cinit__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_21___cinit__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_23___cinit__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -20902,13 +24863,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_21___cinit__ = 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_21___cinit__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_23___cinit__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_21___cinit__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_23___cinit__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -20929,12 +24890,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_21___cinit__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_21___cinit__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_23___cinit__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_21___cinit__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_23___cinit__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_21___cinit__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_23___cinit__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -20944,24 +24905,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_21___cinit__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_21___cinit__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_21___cinit__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_21___cinit__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_23___cinit__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_23___cinit__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_23___cinit__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_21___cinit__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_23___cinit__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_21___cinit__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_21___cinit__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_23___cinit__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_23___cinit__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_21___cinit__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_23___cinit__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -20971,7 +24932,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_21___cinit__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_21___cinit__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_23___cinit__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -20985,28 +24946,28 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_21___cinit__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_22_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_24_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *)o); p->__pyx_outer_scope = 0; p->__pyx_v_kv = 0; p->__pyx_t_0 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_22_genexpr(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_24_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *)o; Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); Py_XDECREF(p->__pyx_v_kv); Py_XDECREF(p->__pyx_t_0); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_22_genexpr(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_24_genexpr(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *)o; if (p->__pyx_outer_scope) { e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; } @@ -21019,11 +24980,11 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_22_genexpr(PyObject *o, v return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_22_genexpr(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_24_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_outer_scope); - p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)Py_None); Py_INCREF(Py_None); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_kv); p->__pyx_v_kv = Py_None; Py_INCREF(Py_None); @@ -21034,11 +24995,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_22_genexpr(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_22_genexpr[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_24_genexpr[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_22_genexpr = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_24_genexpr = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -21096,7 +25057,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_22_genexpr = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_22_genexpr = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_24_genexpr = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -21109,13 +25070,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_22_genexpr = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_22_genexpr = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_24_genexpr = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_22_genexpr = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_24_genexpr = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -21136,12 +25097,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_22_genexpr = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_22_genexpr = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_24_genexpr = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_22_genexpr"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_24_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_22_genexpr, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_24_genexpr, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -21151,24 +25112,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_22_genexpr = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_22_genexpr, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_22_genexpr, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_22_genexpr, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_24_genexpr, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_24_genexpr, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_24_genexpr, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_22_genexpr, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_24_genexpr, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_22_genexpr, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_22_genexpr, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_24_genexpr, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_24_genexpr, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_22_genexpr, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_24_genexpr, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -21178,7 +25139,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_22_genexpr = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_22_genexpr, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_24_genexpr, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -21216,33 +25177,36 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_11, __pyx_k_11, sizeof(__pyx_k_11), 0, 0, 1, 0}, {&__pyx_kp_s_12, __pyx_k_12, sizeof(__pyx_k_12), 0, 0, 1, 0}, {&__pyx_kp_s_13, __pyx_k_13, sizeof(__pyx_k_13), 0, 0, 1, 0}, - {&__pyx_kp_s_15, __pyx_k_15, sizeof(__pyx_k_15), 0, 0, 1, 0}, - {&__pyx_kp_s_18, __pyx_k_18, sizeof(__pyx_k_18), 0, 0, 1, 0}, + {&__pyx_n_s_15, __pyx_k_15, sizeof(__pyx_k_15), 0, 0, 1, 1}, + {&__pyx_kp_s_16, __pyx_k_16, sizeof(__pyx_k_16), 0, 0, 1, 0}, + {&__pyx_kp_s_17, __pyx_k_17, sizeof(__pyx_k_17), 0, 0, 1, 0}, {&__pyx_kp_s_19, __pyx_k_19, sizeof(__pyx_k_19), 0, 0, 1, 0}, + {&__pyx_kp_s_22, __pyx_k_22, sizeof(__pyx_k_22), 0, 0, 1, 0}, {&__pyx_kp_s_23, __pyx_k_23, sizeof(__pyx_k_23), 0, 0, 1, 0}, - {&__pyx_kp_s_24, __pyx_k_24, sizeof(__pyx_k_24), 0, 0, 1, 0}, - {&__pyx_kp_s_25, __pyx_k_25, sizeof(__pyx_k_25), 0, 0, 1, 0}, - {&__pyx_kp_s_26, __pyx_k_26, sizeof(__pyx_k_26), 0, 0, 1, 0}, {&__pyx_kp_s_27, __pyx_k_27, sizeof(__pyx_k_27), 0, 0, 1, 0}, {&__pyx_kp_s_28, __pyx_k_28, sizeof(__pyx_k_28), 0, 0, 1, 0}, + {&__pyx_kp_s_29, __pyx_k_29, sizeof(__pyx_k_29), 0, 0, 1, 0}, {&__pyx_kp_s_3, __pyx_k_3, sizeof(__pyx_k_3), 0, 0, 1, 0}, {&__pyx_kp_s_30, __pyx_k_30, sizeof(__pyx_k_30), 0, 0, 1, 0}, {&__pyx_kp_s_31, __pyx_k_31, sizeof(__pyx_k_31), 0, 0, 1, 0}, + {&__pyx_kp_s_32, __pyx_k_32, sizeof(__pyx_k_32), 0, 0, 1, 0}, {&__pyx_kp_s_34, __pyx_k_34, sizeof(__pyx_k_34), 0, 0, 1, 0}, {&__pyx_kp_s_35, __pyx_k_35, sizeof(__pyx_k_35), 0, 0, 1, 0}, - {&__pyx_kp_s_37, __pyx_k_37, sizeof(__pyx_k_37), 0, 0, 1, 0}, + {&__pyx_kp_s_38, __pyx_k_38, sizeof(__pyx_k_38), 0, 0, 1, 0}, {&__pyx_kp_s_39, __pyx_k_39, sizeof(__pyx_k_39), 0, 0, 1, 0}, {&__pyx_kp_s_4, __pyx_k_4, sizeof(__pyx_k_4), 0, 0, 1, 0}, - {&__pyx_kp_s_40, __pyx_k_40, sizeof(__pyx_k_40), 0, 0, 1, 0}, - {&__pyx_kp_s_42, __pyx_k_42, sizeof(__pyx_k_42), 0, 0, 1, 0}, + {&__pyx_kp_s_41, __pyx_k_41, sizeof(__pyx_k_41), 0, 0, 1, 0}, {&__pyx_kp_s_43, __pyx_k_43, sizeof(__pyx_k_43), 0, 0, 1, 0}, {&__pyx_kp_s_44, __pyx_k_44, sizeof(__pyx_k_44), 0, 0, 1, 0}, + {&__pyx_kp_s_46, __pyx_k_46, sizeof(__pyx_k_46), 0, 0, 1, 0}, + {&__pyx_kp_s_47, __pyx_k_47, sizeof(__pyx_k_47), 0, 0, 1, 0}, {&__pyx_kp_s_48, __pyx_k_48, sizeof(__pyx_k_48), 0, 0, 1, 0}, {&__pyx_kp_s_51, __pyx_k_51, sizeof(__pyx_k_51), 0, 0, 1, 0}, - {&__pyx_kp_s_56, __pyx_k_56, sizeof(__pyx_k_56), 0, 0, 1, 0}, - {&__pyx_n_s_6, __pyx_k_6, sizeof(__pyx_k_6), 0, 0, 1, 1}, + {&__pyx_kp_s_54, __pyx_k_54, sizeof(__pyx_k_54), 0, 0, 1, 0}, + {&__pyx_kp_s_59, __pyx_k_59, sizeof(__pyx_k_59), 0, 0, 1, 0}, {&__pyx_kp_s_7, __pyx_k_7, sizeof(__pyx_k_7), 0, 0, 1, 0}, {&__pyx_kp_s_8, __pyx_k_8, sizeof(__pyx_k_8), 0, 0, 1, 0}, + {&__pyx_kp_s_9, __pyx_k_9, sizeof(__pyx_k_9), 0, 0, 1, 0}, {&__pyx_n_s__BLEU, __pyx_k__BLEU, sizeof(__pyx_k__BLEU), 0, 0, 1, 1}, {&__pyx_n_s__Exception, __pyx_k__Exception, sizeof(__pyx_k__Exception), 0, 0, 1, 1}, {&__pyx_n_s__IBM_BLEU, __pyx_k__IBM_BLEU, sizeof(__pyx_k__IBM_BLEU), 0, 0, 1, 1}, @@ -21253,6 +25217,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__ParseFailed, __pyx_k__ParseFailed, sizeof(__pyx_k__ParseFailed), 0, 0, 1, 1}, {&__pyx_n_s__TER, __pyx_k__TER, sizeof(__pyx_k__TER), 0, 0, 1, 1}, {&__pyx_n_s__TypeError, __pyx_k__TypeError, sizeof(__pyx_k__TypeError), 0, 0, 1, 1}, + {&__pyx_n_s__ValueError, __pyx_k__ValueError, sizeof(__pyx_k__ValueError), 0, 0, 1, 1}, {&__pyx_n_s____enter__, __pyx_k____enter__, sizeof(__pyx_k____enter__), 0, 0, 1, 1}, {&__pyx_n_s____exit__, __pyx_k____exit__, sizeof(__pyx_k____exit__), 0, 0, 1, 1}, {&__pyx_n_s____main__, __pyx_k____main__, sizeof(__pyx_k____main__), 0, 0, 1, 1}, @@ -21260,7 +25225,9 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s___cdec, __pyx_k___cdec, sizeof(__pyx_k___cdec), 0, 0, 1, 1}, {&__pyx_n_s___make_config, __pyx_k___make_config, sizeof(__pyx_k___make_config), 0, 0, 1, 1}, {&__pyx_n_s___phrase, __pyx_k___phrase, sizeof(__pyx_k___phrase), 0, 0, 1, 1}, + {&__pyx_n_s__a, __pyx_k__a, sizeof(__pyx_k__a), 0, 0, 1, 1}, {&__pyx_n_s__beam_alpha, __pyx_k__beam_alpha, sizeof(__pyx_k__beam_alpha), 0, 0, 1, 1}, + {&__pyx_n_s__cat, __pyx_k__cat, sizeof(__pyx_k__cat), 0, 0, 1, 1}, {&__pyx_n_s__config, __pyx_k__config, sizeof(__pyx_k__config), 0, 0, 1, 1}, {&__pyx_n_s__config_str, __pyx_k__config_str, sizeof(__pyx_k__config_str), 0, 0, 1, 1}, {&__pyx_n_s__csplit, __pyx_k__csplit, sizeof(__pyx_k__csplit), 0, 0, 1, 1}, @@ -21299,8 +25266,10 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__phrase, __pyx_k__phrase, sizeof(__pyx_k__phrase), 0, 0, 1, 1}, {&__pyx_n_s__plf, __pyx_k__plf, sizeof(__pyx_k__plf), 0, 0, 1, 1}, {&__pyx_n_s__range, __pyx_k__range, sizeof(__pyx_k__range), 0, 0, 1, 1}, + {&__pyx_n_s__ref, __pyx_k__ref, sizeof(__pyx_k__ref), 0, 0, 1, 1}, {&__pyx_n_s__refs, __pyx_k__refs, sizeof(__pyx_k__refs), 0, 0, 1, 1}, {&__pyx_n_s__replace, __pyx_k__replace, sizeof(__pyx_k__replace), 0, 0, 1, 1}, + {&__pyx_n_s__rules, __pyx_k__rules, sizeof(__pyx_k__rules), 0, 0, 1, 1}, {&__pyx_n_s__scfg, __pyx_k__scfg, sizeof(__pyx_k__scfg), 0, 0, 1, 1}, {&__pyx_n_s__scores, __pyx_k__scores, sizeof(__pyx_k__scores), 0, 0, 1, 1}, {&__pyx_n_s__self, __pyx_k__self, sizeof(__pyx_k__self), 0, 0, 1, 1}, @@ -21316,15 +25285,16 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {0, 0, 0, 0, 0, 0, 0} }; static int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_KeyError = __Pyx_GetName(__pyx_b, __pyx_n_s__KeyError); if (!__pyx_builtin_KeyError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_enumerate = __Pyx_GetName(__pyx_b, __pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_IndexError = __Pyx_GetName(__pyx_b, __pyx_n_s__IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_open = __Pyx_GetName(__pyx_b, __pyx_n_s__open); if (!__pyx_builtin_open) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_ValueError = __Pyx_GetName(__pyx_b, __pyx_n_s__ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_enumerate = __Pyx_GetName(__pyx_b, __pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_IndexError = __Pyx_GetName(__pyx_b, __pyx_n_s__IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_open = __Pyx_GetName(__pyx_b, __pyx_n_s__open); if (!__pyx_builtin_open) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; __pyx_L1_error:; return -1; @@ -21336,10 +25306,10 @@ static int __Pyx_InitCachedConstants(void) { /* "_cdec.pyx":9 * cdef bytes ret - * if isinstance(sentence, unicode): - * ret = sentence.encode('utf8') # <<<<<<<<<<<<<< - * elif isinstance(sentence, str): - * ret = sentence + * if isinstance(data, unicode): + * ret = data.encode('utf8') # <<<<<<<<<<<<<< + * elif isinstance(data, str): + * ret = data */ __pyx_k_tuple_2 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_2); @@ -21348,58 +25318,72 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_2)); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":76 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":77 * elif op == 3: # != * return not (x == y) * raise NotImplemented('comparison not implemented for SparseVector') # <<<<<<<<<<<<<< * * def __len__(self): */ - __pyx_k_tuple_5 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_5 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto 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return 0; __pyx_L1_error:; @@ -21748,26 +25720,43 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "SparseVector", (PyObject *)&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SparseVector = &__pyx_type_5_cdec_SparseVector; - if (PyType_Ready(&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Hypergraph", (PyObject *)&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_Hypergraph = &__pyx_type_5_cdec_Hypergraph; - if (PyType_Ready(&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "TRule", (PyObject *)&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_NT) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "NT", (PyObject *)&__pyx_type_5_cdec_NT) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_NT = &__pyx_type_5_cdec_NT; + if (PyType_Ready(&__pyx_type_5_cdec_NTRef) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "NTRef", (PyObject *)&__pyx_type_5_cdec_NTRef) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_NTRef = &__pyx_type_5_cdec_NTRef; + if (PyType_Ready(&__pyx_type_5_cdec_BaseTRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BaseTRule", (PyObject *)&__pyx_type_5_cdec_BaseTRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_BaseTRule = &__pyx_type_5_cdec_BaseTRule; + __pyx_type_5_cdec_TRule.tp_base = __pyx_ptype_5_cdec_BaseTRule; + if (PyType_Ready(&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TRule", (PyObject *)&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_TRule = &__pyx_type_5_cdec_TRule; + if (PyType_Ready(&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Grammar", (PyObject *)&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Grammar = &__pyx_type_5_cdec_Grammar; + __pyx_type_5_cdec_TextGrammar.tp_base = __pyx_ptype_5_cdec_Grammar; + if (PyType_Ready(&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TextGrammar", (PyObject *)&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_TextGrammar = &__pyx_type_5_cdec_TextGrammar; + if (PyType_Ready(&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Hypergraph", (PyObject *)&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Hypergraph = &__pyx_type_5_cdec_Hypergraph; __pyx_vtabptr_5_cdec_HypergraphEdge = &__pyx_vtable_5_cdec_HypergraphEdge; __pyx_vtable_5_cdec_HypergraphEdge.init = (PyObject *(*)(struct __pyx_obj_5_cdec_HypergraphEdge *, Hypergraph *, unsigned int))__pyx_f_5_cdec_14HypergraphEdge_init; - if (PyType_Ready(&__pyx_type_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_5_cdec_HypergraphEdge.tp_dict, __pyx_vtabptr_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "HypergraphEdge", (PyObject *)&__pyx_type_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_5_cdec_HypergraphEdge.tp_dict, __pyx_vtabptr_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "HypergraphEdge", (PyObject *)&__pyx_type_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_HypergraphEdge = &__pyx_type_5_cdec_HypergraphEdge; __pyx_vtabptr_5_cdec_HypergraphNode = &__pyx_vtable_5_cdec_HypergraphNode; __pyx_vtable_5_cdec_HypergraphNode.init = (PyObject *(*)(struct __pyx_obj_5_cdec_HypergraphNode *, Hypergraph *, unsigned int))__pyx_f_5_cdec_14HypergraphNode_init; - if (PyType_Ready(&__pyx_type_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_5_cdec_HypergraphNode.tp_dict, __pyx_vtabptr_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "HypergraphNode", (PyObject *)&__pyx_type_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_5_cdec_HypergraphNode.tp_dict, __pyx_vtabptr_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "HypergraphNode", (PyObject *)&__pyx_type_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_HypergraphNode = &__pyx_type_5_cdec_HypergraphNode; - if (PyType_Ready(&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Lattice", (PyObject *)&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Lattice", (PyObject *)&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Lattice = &__pyx_type_5_cdec_Lattice; if (PyType_Ready(&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Candidate", (PyObject *)&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -21784,68 +25773,74 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Scorer = &__pyx_type_5_cdec_Scorer; - if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Decoder = &__pyx_type_5_cdec_Decoder; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct____iter__ = &__pyx_type_5_cdec___pyx_scope_struct____iter__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_1___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_2_kbest) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = &__pyx_type_5_cdec___pyx_scope_struct_2_kbest; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_kbest_trees) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_trees = &__pyx_type_5_cdec___pyx_scope_struct_3_kbest_trees; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = &__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_5_sample = &__pyx_type_5_cdec___pyx_scope_struct_5_sample; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_6___get__ = &__pyx_type_5_cdec___pyx_scope_struct_6___get__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_7___get__ = &__pyx_type_5_cdec___pyx_scope_struct_7___get__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8__phrase) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_8__phrase = &__pyx_type_5_cdec___pyx_scope_struct_8__phrase; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_9_genexpr) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_9_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_9_genexpr; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_10___str__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_10___str__ = &__pyx_type_5_cdec___pyx_scope_struct_10___str__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_11_genexpr) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_11_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_11_genexpr; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_12___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_2__phrase) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_2__phrase = &__pyx_type_5_cdec___pyx_scope_struct_2__phrase; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_3_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_3_genexpr; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_4___get__ = &__pyx_type_5_cdec___pyx_scope_struct_4___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5___str__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_5___str__ = &__pyx_type_5_cdec___pyx_scope_struct_5___str__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_6_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_6_genexpr; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_7___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_kbest) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_8_kbest = &__pyx_type_5_cdec___pyx_scope_struct_8_kbest; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_9_kbest_trees) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_9_kbest_trees = &__pyx_type_5_cdec___pyx_scope_struct_9_kbest_trees; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_10_kbest_features) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_10_kbest_features = &__pyx_type_5_cdec___pyx_scope_struct_10_kbest_features; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_11_sample) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_11_sample = &__pyx_type_5_cdec___pyx_scope_struct_11_sample; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_12___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_12___get__ = &__pyx_type_5_cdec___pyx_scope_struct_12___get__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_13___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_13___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_13___get__ = &__pyx_type_5_cdec___pyx_scope_struct_13___get__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_14___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_14___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_14___get__ = &__pyx_type_5_cdec___pyx_scope_struct_14___get__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_15___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_15___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_15___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_16_todot) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_16_todot = &__pyx_type_5_cdec___pyx_scope_struct_16_todot; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_17_lines) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_17_lines = &__pyx_type_5_cdec___pyx_scope_struct_17_lines; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_18___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_18___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_18___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_19___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_19___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_19___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_20__make_config) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_20__make_config = &__pyx_type_5_cdec___pyx_scope_struct_20__make_config; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_21___cinit__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_21___cinit__ = &__pyx_type_5_cdec___pyx_scope_struct_21___cinit__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_22_genexpr) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_22_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_22_genexpr; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_15___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_15___get__ = &__pyx_type_5_cdec___pyx_scope_struct_15___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_16___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_16___get__ = &__pyx_type_5_cdec___pyx_scope_struct_16___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_17___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_17___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_17___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_18_todot) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_18_todot = &__pyx_type_5_cdec___pyx_scope_struct_18_todot; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_19_lines) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_19_lines = &__pyx_type_5_cdec___pyx_scope_struct_19_lines; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_20___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_20___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_20___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_21___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_21___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_21___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_22__make_config) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_22__make_config = &__pyx_type_5_cdec___pyx_scope_struct_22__make_config; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_23___cinit__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_23___cinit__ = &__pyx_type_5_cdec___pyx_scope_struct_23___cinit__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_24_genexpr) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_24_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_24_genexpr; /*--- Type import code ---*/ /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":1 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":3 + * cimport grammar + * * def _phrase(phrase): # <<<<<<<<<<<<<< - * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) + * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) * */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_1_phrase, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_1_phrase, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s___phrase, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s___phrase, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":143 @@ -21854,7 +25849,7 @@ PyMODINIT_FUNC PyInit__cdec(void) * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_52), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_55), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; @@ -21864,12 +25859,12 @@ PyMODINIT_FUNC PyInit__cdec(void) * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_53), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_56), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "_cdec.pyx":21 + /* "_cdec.pyx":22 * include "mteval.pxi" * * SetSilent(True) # <<<<<<<<<<<<<< @@ -21878,7 +25873,7 @@ PyMODINIT_FUNC PyInit__cdec(void) */ SetSilent(1); - /* "_cdec.pyx":22 + /* "_cdec.pyx":23 * * SetSilent(True) * decoder.register_feature_functions() # <<<<<<<<<<<<<< @@ -21887,58 +25882,58 @@ PyMODINIT_FUNC PyInit__cdec(void) */ register_feature_functions(); - /* "_cdec.pyx":24 + /* "_cdec.pyx":25 * decoder.register_feature_functions() * * class InvalidConfig(Exception): pass # <<<<<<<<<<<<<< * class ParseFailed(Exception): pass * */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(__pyx_builtin_Exception); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_builtin_Exception); __Pyx_GIVEREF(__pyx_builtin_Exception); - __pyx_t_3 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1), __pyx_n_s__InvalidConfig, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1), __pyx_n_s__InvalidConfig, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__InvalidConfig, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__InvalidConfig, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - /* "_cdec.pyx":25 + /* "_cdec.pyx":26 * * class InvalidConfig(Exception): pass * class ParseFailed(Exception): pass # <<<<<<<<<<<<<< * * def _make_config(config): */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(__pyx_builtin_Exception); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_builtin_Exception); __Pyx_GIVEREF(__pyx_builtin_Exception); - __pyx_t_2 = __Pyx_CreateClass(((PyObject *)__pyx_t_3), ((PyObject *)__pyx_t_1), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_CreateClass(((PyObject *)__pyx_t_3), ((PyObject *)__pyx_t_1), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - /* "_cdec.pyx":27 + /* "_cdec.pyx":28 * class ParseFailed(Exception): pass * * def _make_config(config): # <<<<<<<<<<<<<< * for key, value in config.items(): * if isinstance(value, dict): */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_3_make_config, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_3_make_config, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s___make_config, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s___make_config, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "_cdec.pyx":1 @@ -22187,6 +26182,10 @@ static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { return 0; } +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { + PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); +} + static void __Pyx_RaiseDoubleKeywordsError( const char* func_name, PyObject* kw_name) @@ -22302,35 +26301,7 @@ static void __Pyx_RaiseArgtupleInvalid( (num_expected == 1) ? "" : "s", num_found); } -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { - PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); -} -static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject* defval) { - PyObject* next; - if (unlikely(!PyIter_Check(iterator))) { - PyErr_Format(PyExc_TypeError, - "%.200s object is not an iterator", iterator->ob_type->tp_name); - return NULL; - } - next = (*(Py_TYPE(iterator)->tp_iternext))(iterator); - if (likely(next)) { - return next; - } else if (defval) { - if (PyErr_Occurred()) { - if(!PyErr_ExceptionMatches(PyExc_StopIteration)) - return NULL; - PyErr_Clear(); - } - Py_INCREF(defval); - return defval; - } else if (PyErr_Occurred()) { - return NULL; - } else { - PyErr_SetNone(PyExc_StopIteration); - return NULL; - } -} static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, @@ -22359,7 +26330,31 @@ static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { return 0; } - +static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject* defval) { + PyObject* next; + if (unlikely(!PyIter_Check(iterator))) { + PyErr_Format(PyExc_TypeError, + "%.200s object is not an iterator", iterator->ob_type->tp_name); + return NULL; + } + next = (*(Py_TYPE(iterator)->tp_iternext))(iterator); + if (likely(next)) { + return next; + } else if (defval) { + if (PyErr_Occurred()) { + if(!PyErr_ExceptionMatches(PyExc_StopIteration)) + return NULL; + PyErr_Clear(); + } + Py_INCREF(defval); + return defval; + } else if (PyErr_Occurred()) { + return NULL; + } else { + PyErr_SetNone(PyExc_StopIteration); + return NULL; + } +} static double __Pyx__PyObject_AsDouble(PyObject* obj) { PyObject* float_value; @@ -22500,6 +26495,58 @@ static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *na return result; } +static CYTHON_INLINE WordID __Pyx_PyInt_from_py_WordID(PyObject* x) { + const WordID neg_one = (WordID)-1, const_zero = (WordID)0; + const int is_unsigned = const_zero < neg_one; + if (sizeof(WordID) == sizeof(char)) { + if (is_unsigned) + return (WordID)__Pyx_PyInt_AsUnsignedChar(x); + else + return (WordID)__Pyx_PyInt_AsSignedChar(x); + } else if (sizeof(WordID) == sizeof(short)) { + if (is_unsigned) + return (WordID)__Pyx_PyInt_AsUnsignedShort(x); + else + return (WordID)__Pyx_PyInt_AsSignedShort(x); + } else if (sizeof(WordID) == sizeof(int)) { + if (is_unsigned) + return (WordID)__Pyx_PyInt_AsUnsignedInt(x); + else + return (WordID)__Pyx_PyInt_AsSignedInt(x); + } else if (sizeof(WordID) == sizeof(long)) { + if (is_unsigned) + return (WordID)__Pyx_PyInt_AsUnsignedLong(x); + else + return (WordID)__Pyx_PyInt_AsSignedLong(x); + } else if (sizeof(WordID) == sizeof(PY_LONG_LONG)) { + if (is_unsigned) + return (WordID)__Pyx_PyInt_AsUnsignedLongLong(x); + else + return (WordID)__Pyx_PyInt_AsSignedLongLong(x); + } else { + WordID val; + PyObject *v = __Pyx_PyNumber_Int(x); + #if PY_VERSION_HEX < 0x03000000 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } + return (WordID)-1; + } +} + static PyObject* __Pyx_Globals() { Py_ssize_t i; /*PyObject *d;*/ diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx index 164d6570..c60f342f 100644 --- a/python/src/_cdec.pyx +++ b/python/src/_cdec.pyx @@ -3,17 +3,18 @@ from libcpp.vector cimport vector from utils cimport * cimport decoder -cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): +cdef char* as_str(data, error_msg='Cannot convert type %s to str'): cdef bytes ret - if isinstance(sentence, unicode): - ret = sentence.encode('utf8') - elif isinstance(sentence, str): - ret = sentence + if isinstance(data, unicode): + ret = data.encode('utf8') + elif isinstance(data, str): + ret = data else: - raise TypeError(error_msg % type(sentence)) + raise TypeError(error_msg % type(data)) return ret include "vectors.pxi" +include "grammar.pxi" include "hypergraph.pxi" include "lattice.pxi" include "mteval.pxi" @@ -89,18 +90,20 @@ cdef class Decoder: self.weights[fname.strip()] = float(value) def translate(self, sentence, grammar=None): - if isinstance(sentence, unicode): - inp = sentence.strip().encode('utf8') - elif isinstance(sentence, str): - inp = sentence.strip() + cdef bytes input_str + if isinstance(sentence, unicode) or isinstance(sentence, str): + input_str = as_str(sentence.strip()) elif isinstance(sentence, Lattice): - inp = str(sentence) # PLF format + input_str = str(sentence) # PLF format else: raise TypeError('Cannot translate input type %s' % type(sentence)) if grammar: - self.dec.AddSupplementalGrammarFromString(string( grammar)) + if isinstance(grammar, str) or isinstance(grammar, unicode): + self.dec.AddSupplementalGrammarFromString(string(as_str(grammar))) + else: + self.dec.AddSupplementalGrammar(TextGrammar(grammar).grammar[0]) cdef decoder.BasicObserver observer = decoder.BasicObserver() - self.dec.Decode(string(inp), &observer) + self.dec.Decode(string(input_str), &observer) if observer.hypergraph == NULL: raise ParseFailed() cdef Hypergraph hg = Hypergraph() diff --git a/python/src/decoder.pxd b/python/src/decoder.pxd index 660bcb39..d2065579 100644 --- a/python/src/decoder.pxd +++ b/python/src/decoder.pxd @@ -1,7 +1,8 @@ from libcpp.string cimport string from libcpp.vector cimport vector from hypergraph cimport Hypergraph -from utils cimport istream, weight_t, variables_map +from grammar cimport Grammar +from utils cimport * cdef extern from "decoder/ff_register.h": void register_feature_functions() @@ -28,8 +29,8 @@ cdef extern from "decoder/decoder.h": # add grammar rules (currently only supported by SCFG decoders) # that will be used on subsequent calls to Decode. rules should be in standard # text format. This function does NOT read from a file. - void SetSupplementalGrammar(string& grammar) - void SetSentenceGrammarFromString(string& grammar_str) + void AddSupplementalGrammarFromString(string& grammar_str) + void AddSupplementalGrammar(shared_ptr[Grammar] grammar) cdef extern from "observer.h": cdef cppclass BasicObserver(DecoderObserver): diff --git a/python/src/grammar.pxd b/python/src/grammar.pxd new file mode 100644 index 00000000..43806f71 --- /dev/null +++ b/python/src/grammar.pxd @@ -0,0 +1,43 @@ +from libcpp.vector cimport vector +from libcpp.string cimport string +from utils cimport * + +cdef extern from "decoder/trule.h": + + cdef cppclass AlignmentPoint: + AlignmentPoint(int s, int t) + AlignmentPoint Inverted() + short s_ + short t_ + + cdef cppclass TRule: + vector[WordID] f_ + vector[WordID] e_ + vector[AlignmentPoint] a_ + FastSparseVector[weight_t] scores_ + WordID lhs_ + int arity_ + bint IsUnary() + bint IsGoal() + void ComputeArity() + +cdef extern from "decoder/grammar.h": + cdef cppclass RuleBin "const RuleBin": + int GetNumRules() + shared_ptr[TRule] GetIthRule(int i) + int Arity() + + cdef cppclass GrammarIter "const GrammarIter": + RuleBin* GetRules() + GrammarIter* Extend(int symbol) + + cdef cppclass Grammar: + GrammarIter* GetRoot() + bint HasRuleForSpan(int i, int j, int distance) + unsigned GetCTFLevels() + string GetGrammarName() + void SetGrammarName(string) + + cdef cppclass TextGrammar(Grammar): + TextGrammar() + void AddRule(shared_ptr[TRule]& rule) diff --git a/python/src/grammar.pxi b/python/src/grammar.pxi new file mode 100644 index 00000000..80d9fbf5 --- /dev/null +++ b/python/src/grammar.pxi @@ -0,0 +1,176 @@ +cimport grammar + +def _phrase(phrase): + return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) + +cdef class NT: + cdef public char* cat + cdef public unsigned ref + def __init__(self, cat, ref=0): + self.cat = cat + self.ref = ref + + def __str__(self): + if self.ref > 0: + return '[%s,%d]' % (self.cat, self.ref) + return '[%s]' % self.cat + +cdef class NTRef: + cdef public unsigned ref + def __init__(self, ref): + self.ref = ref + + def __str__(self): + return '[%d]' % self.ref + +cdef class BaseTRule: + cdef shared_ptr[grammar.TRule]* rule + + def __dealloc__(self): + del self.rule + + property arity: + def __get__(self): + return self.rule.get().arity_ + + property f: + def __get__(self): + cdef vector[WordID]* f_ = &self.rule.get().f_ + cdef WordID w + cdef f = [] + cdef unsigned i + cdef int idx = 0 + for i in range(f_.size()): + w = f_[0][i] + if w < 0: + idx += 1 + f.append(NT(TDConvert(-w), idx)) + else: + f.append(unicode(TDConvert(w), encoding='utf8')) + return f + + def __set__(self, f): + cdef vector[WordID]* f_ = &self.rule.get().f_ + f_.resize(len(f)) + cdef unsigned i + cdef int idx = 0 + for i in range(len(f)): + if isinstance(f[i], NT): + f_[0][i] = -TDConvert(f[i].cat) + else: + f_[0][i] = TDConvert(as_str(f[i])) + + property e: + def __get__(self): + cdef vector[WordID]* e_ = &self.rule.get().e_ + cdef WordID w + cdef e = [] + cdef unsigned i + cdef int idx = 0 + for i in range(e_.size()): + w = e_[0][i] + if w < 1: + idx += 1 + e.append(NTRef(1-w)) + else: + e.append(unicode(TDConvert(w), encoding='utf8')) + return e + + def __set__(self, e): + cdef vector[WordID]* e_ = &self.rule.get().e_ + e_.resize(len(e)) + cdef unsigned i + for i in range(len(e)): + if isinstance(e[i], NTRef): + e_[0][i] = 1-e[i].ref + else: + e_[0][i] = TDConvert(as_str(e[i])) + + property a: + def __get__(self): + cdef unsigned i + cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ + for i in range(a.size()): + yield (a[0][i].s_, a[0][i].t_) + + def __set__(self, a): + cdef vector[grammar.AlignmentPoint]* a_ = &self.rule.get().a_ + a_.resize(len(a)) + cdef unsigned i + cdef int s, t + for i in range(len(a)): + s, t = a[i] + a_[0][i] = grammar.AlignmentPoint(s, t) + + property scores: + def __get__(self): + cdef SparseVector scores = SparseVector() + scores.vector = new FastSparseVector[double](self.rule.get().scores_) + return scores + + def __set__(self, scores): + cdef FastSparseVector[double]* scores_ = &self.rule.get().scores_ + scores_.clear() + cdef int fid + cdef float fval + for fname, fval in scores.items(): + fid = FDConvert(as_str(fname)) + if fid < 0: raise KeyError(fname) + scores_.set_value(fid, fval) + + property lhs: + def __get__(self): + return NT(TDConvert(-self.rule.get().lhs_)) + + def __set__(self, lhs): + if not isinstance(lhs, NT): + lhs = NT(lhs) + self.rule.get().lhs_ = -TDConvert(lhs.cat) + + def __str__(self): + scores = ' '.join('%s=%s' % feat for feat in self.scores) + return '%s ||| %s ||| %s ||| %s' % (self.lhs, + _phrase(self.f), _phrase(self.e), scores) + +cdef class TRule(BaseTRule): + def __cinit__(self, lhs, f, e, scores, a=None): + self.rule = new shared_ptr[grammar.TRule](new grammar.TRule()) + self.lhs = lhs + self.e = e + self.f = f + self.scores = scores + if a: + self.a = a + self.rule.get().ComputeArity() + +cdef class Grammar: + cdef shared_ptr[grammar.Grammar]* grammar + + def __dealloc__(self): + del self.grammar + + def __iter__(self): + cdef grammar.GrammarIter* root = self.grammar.get().GetRoot() + cdef grammar.RuleBin* rbin = root.GetRules() + cdef TRule trule + cdef unsigned i + for i in range(rbin.GetNumRules()): + trule = TRule() + trule.rule = new shared_ptr[grammar.TRule](rbin.GetIthRule(i)) + yield trule + + property name: + def __get__(self): + self.grammar.get().GetGrammarName().c_str() + + def __set__(self, name): + self.grammar.get().SetGrammarName(string(name)) + +cdef class TextGrammar(Grammar): + def __cinit__(self, rules): + self.grammar = new shared_ptr[grammar.Grammar](new grammar.TextGrammar()) + cdef grammar.TextGrammar* _g = self.grammar.get() + for trule in rules: + if not isinstance(trule, BaseTRule): + raise ValueError('the grammar should contain TRule objects') + _g.AddRule(( trule).rule[0]) diff --git a/python/src/hypergraph.pxd b/python/src/hypergraph.pxd index 14c60dd0..e51ccf5c 100644 --- a/python/src/hypergraph.pxd +++ b/python/src/hypergraph.pxd @@ -1,18 +1,9 @@ from libcpp.string cimport string from libcpp.vector cimport vector from utils cimport * +from grammar cimport TRule from lattice cimport Lattice -cdef extern from "decoder/trule.h": - cdef cppclass TRule: - vector[WordID] f_ - vector[WordID] e_ - FastSparseVector[weight_t] scores_ - WordID lhs_ - int arity_ - bint IsUnary() - bint IsGoal() - cdef extern from "decoder/hg.h": cdef cppclass EdgeMask "std::vector": EdgeMask(int size) @@ -40,6 +31,7 @@ cdef extern from "decoder/hg.h": vector[HypergraphNode] nodes_ vector[HypergraphEdge] edges_ int GoalNode() + double NumberOfPaths() void Reweight(vector[weight_t]& weights) void Reweight(FastSparseVector& weights) bint PruneInsideOutside(double beam_alpha, @@ -83,3 +75,6 @@ cdef extern from "decoder/hg_sampler.h" namespace "HypergraphSampler": cdef extern from "decoder/csplit.h" namespace "CompoundSplit": int GetFullWordEdgeIndex(Hypergraph& forest) + +cdef extern from "decoder/inside_outside.h": + LogVal[double] InsideOutside "InsideOutside, EdgeFeaturesAndProbWeightFunction>" (Hypergraph& hg, FastSparseVector[LogVal[double]]* result) diff --git a/python/src/hypergraph.pxi b/python/src/hypergraph.pxi index 2e2c04a2..86751cc9 100644 --- a/python/src/hypergraph.pxi +++ b/python/src/hypergraph.pxi @@ -109,8 +109,6 @@ cdef class Hypergraph: else: raise TypeError('cannot reweight hypergraph with %s' % type(weights)) - # TODO get feature expectations, get partition function ("inside" score) - property edges: def __get__(self): cdef unsigned i @@ -127,19 +125,35 @@ cdef class Hypergraph: def __get__(self): return HypergraphNode().init(self.hg, self.hg.GoalNode()) - -include "trule.pxi" + property npaths: + def __get__(self): + return self.hg.NumberOfPaths() + + def inside_outside(self): + cdef FastSparseVector[LogVal[double]]* result = new FastSparseVector[LogVal[double]]() + cdef LogVal[double] z = hypergraph.InsideOutside(self.hg[0], result) + result[0] /= z + cdef SparseVector vector = SparseVector() + vector.vector = new FastSparseVector[double]() + cdef FastSparseVector[LogVal[double]].const_iterator* it = new FastSparseVector[LogVal[double]].const_iterator(result[0], False) + cdef unsigned i + for i in range(result.size()): + vector.vector.set_value(it[0].ptr().first, log(it[0].ptr().second)) + pinc(it[0]) # ++it + del it + del result + return vector cdef class HypergraphEdge: cdef hypergraph.Hypergraph* hg cdef hypergraph.HypergraphEdge* edge - cdef public TRule trule + cdef public BaseTRule trule cdef init(self, hypergraph.Hypergraph* hg, unsigned i): self.hg = hg self.edge = &hg.edges_[i] - self.trule = TRule() - self.trule.rule = self.edge.rule_.get() + self.trule = BaseTRule() + self.trule.rule = new shared_ptr[grammar.TRule](self.edge.rule_) return self def __len__(self): diff --git a/python/src/lattice.pxi b/python/src/lattice.pxi index c6b29e8b..08405188 100644 --- a/python/src/lattice.pxi +++ b/python/src/lattice.pxi @@ -3,7 +3,7 @@ cimport lattice cdef class Lattice: cdef lattice.Lattice* lattice - def __init__(self, inp): + def __cinit__(self, inp): if isinstance(inp, tuple): self.lattice = new lattice.Lattice(len(inp)) for i, arcs in enumerate(inp): diff --git a/python/src/trule.pxi b/python/src/trule.pxi deleted file mode 100644 index 6168014d..00000000 --- a/python/src/trule.pxi +++ /dev/null @@ -1,55 +0,0 @@ -def _phrase(phrase): - return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) - -cdef class TRule: - cdef hypergraph.TRule* rule - - property arity: - def __get__(self): - return self.rule.arity_ - - property f: - def __get__(self): - cdef vector[WordID]* f = &self.rule.f_ - cdef WordID w - cdef words = [] - cdef unsigned i - cdef int idx = 0 - for i in range(f.size()): - w = f[0][i] - if w < 0: - idx += 1 - words.append((TDConvert(-w), idx)) - else: - words.append(unicode(TDConvert(w), encoding='utf8')) - return words - - property e: - def __get__(self): - cdef vector[WordID]* e = &self.rule.e_ - cdef WordID w - cdef words = [] - cdef unsigned i - cdef int idx = 0 - for i in range(e.size()): - w = e[0][i] - if w < 1: - idx += 1 - words.append((TDConvert(1-w), idx)) - else: - words.append(unicode(TDConvert(w), encoding='utf8')) - return words - - property scores: - def __get__(self): - cdef SparseVector scores = SparseVector() - scores.vector = new FastSparseVector[double](self.rule.scores_) - return scores - - property lhs: - def __get__(self): - return TDConvert(-self.rule.lhs_) - - def __str__(self): - scores = ' '.join('%s=%s' % feat for feat in self.scores) - return '[%s] ||| %s ||| %s ||| %s' % (self.lhs, _phrase(self.f), _phrase(self.e), scores) diff --git a/python/src/utils.pxd b/python/src/utils.pxd index 15e77c49..f4da686b 100644 --- a/python/src/utils.pxd +++ b/python/src/utils.pxd @@ -47,6 +47,7 @@ cdef extern from "utils/sparse_vector.h": bint operator==(FastSparseVector[T]&) T dot(vector[weight_t]&) # cython bug when [T] T dot(FastSparseVector[T]&) + void clear() FastSparseVector[weight_t] operator+(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) FastSparseVector[weight_t] operator-(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) @@ -82,6 +83,7 @@ cdef extern from "utils/sampler.h": cdef extern from "" namespace "boost": cdef cppclass shared_ptr[T]: + shared_ptr(T* ptr) shared_ptr(shared_ptr& r) T* get() diff --git a/python/src/vectors.pxi b/python/src/vectors.pxi index ce95968c..cd1c2598 100644 --- a/python/src/vectors.pxi +++ b/python/src/vectors.pxi @@ -54,6 +54,7 @@ cdef class SparseVector: def __iter__(self): cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) + cdef unsigned i try: for i in range(self.vector.size()): yield (FDConvert(it[0].ptr().first).c_str(), it[0].ptr().second) diff --git a/python/test.py b/python/test.py index 54859e81..eb9e6a95 100644 --- a/python/test.py +++ b/python/test.py @@ -45,6 +45,9 @@ for sentence in forest.sample(5): # Get feature vector for 1best fsrc = forest.viterbi_features() +# Feature expectations +print 'Feature expectations:', dict(forest.inside_outside()) + # Reference lattice lattice = ((('australia',0,1),),(('is',0,1),),(('one',0,1),),(('of',0,1),),(('the',0,4),('a',0,4),('a',0,1),('the',0,1),),(('small',0,1),('tiny',0,1),('miniscule',0,1),('handful',0,2),),(('number',0,1),('group',0,1),),(('of',0,2),),(('few',0,1),),(('countries',0,1),),(('that',0,1),),(('has',0,1),('have',0,1),),(('diplomatic',0,1),),(('relations',0,1),),(('with',0,1),),(('north',0,1),),(('korea',0,1),),(('.',0,1),),) -- cgit v1.2.3 From eeef93717fed2901f6fcd2e3fd11118e0e309af7 Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Mon, 23 Jul 2012 19:59:44 -0400 Subject: [python] Evaluation metrics in Python --- python/cdec/__init__.py | 2 +- python/cdec/score.py | 2 +- python/src/_cdec.cpp | 1685 +++++++++++++++++++++++++++++++++++++---------- python/src/decoder.pxd | 2 - python/src/grammar.pxd | 1 - python/src/mteval.pxd | 13 +- python/src/mteval.pxi | 59 +- python/src/observer.h | 1 - python/src/py_scorer.h | 44 ++ sa-extract/Makefile | 10 +- 10 files changed, 1462 insertions(+), 357 deletions(-) create mode 100644 python/src/py_scorer.h diff --git a/python/cdec/__init__.py b/python/cdec/__init__.py index 89c323ba..19058493 100644 --- a/python/cdec/__init__.py +++ b/python/cdec/__init__.py @@ -1 +1 @@ -from _cdec import Decoder, Lattice, TRule, NT, NTRef +from _cdec import Decoder, Lattice, TRule, NT, NTRef, ParseFailed, InvalidConfig diff --git a/python/cdec/score.py b/python/cdec/score.py index c107446f..d9486ef2 100644 --- a/python/cdec/score.py +++ b/python/cdec/score.py @@ -1 +1 @@ -from _cdec import BLEU, TER +from _cdec import BLEU, TER, Metric diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 3c95ca50..6d704b1d 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Fri Jul 20 18:16:48 2012 */ +/* Generated by Cython 0.16 on Mon Jul 23 19:56:55 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -301,6 +301,7 @@ #include "observer.h" #include "decoder/kbest.h" #include "mteval/ns.h" +#include "py_scorer.h" #include "training/candidate_set.h" #ifdef _OPENMP #include @@ -423,6 +424,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__; struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__; struct __pyx_obj_5_cdec_DenseVector; struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__; +struct __pyx_obj_5_cdec_Metric; struct __pyx_obj_5_cdec_SufficientStats; struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest; struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features; @@ -450,16 +452,17 @@ struct __pyx_opt_args_5_cdec_as_str { PyObject *error_msg; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":117 * return CandidateSet(self) * * cdef class Scorer: # <<<<<<<<<<<<<< * cdef string* name - * + * cdef mteval.EvaluationMetric* metric */ struct __pyx_obj_5_cdec_Scorer { PyObject_HEAD std::string *name; + EvaluationMetric *metric; }; @@ -561,7 +564,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":60 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65 * return result * * cdef class CandidateSet: # <<<<<<<<<<<<<< @@ -634,7 +637,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":93 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":98 * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) * * cdef class SegmentEvaluator: # <<<<<<<<<<<<<< @@ -653,7 +656,7 @@ struct __pyx_obj_5_cdec_SegmentEvaluator { * * def __iter__(self): # <<<<<<<<<<<<<< * for i in range(len(self)): - * yield self.stats[0][i] + * yield self[i] */ struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ { PyObject_HEAD @@ -850,7 +853,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 * return candidate * * def __iter__(self): # <<<<<<<<<<<<<< @@ -898,6 +901,19 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":173 + * out.fields[i] = ss[i] + * + * cdef class Metric: # <<<<<<<<<<<<<< + * cdef Scorer scorer + * def __cinit__(self): + */ +struct __pyx_obj_5_cdec_Metric { + PyObject_HEAD + struct __pyx_obj_5_cdec_Scorer *scorer; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":26 * return fmap * @@ -1330,6 +1346,8 @@ static CYTHON_INLINE PyObject* __Pyx_PyBoolOrNull_FromLong(long b) { #define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL); static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject *, PyObject *); /*proto*/ +static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ + static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ #define __Pyx_PyObject_AsDouble(obj) \ ((likely(PyFloat_CheckExact(obj))) ? \ @@ -1523,6 +1541,7 @@ static PyTypeObject *__pyx_ptype_5_cdec_SufficientStats = 0; static PyTypeObject *__pyx_ptype_5_cdec_CandidateSet = 0; static PyTypeObject *__pyx_ptype_5_cdec_SegmentEvaluator = 0; static PyTypeObject *__pyx_ptype_5_cdec_Scorer = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Metric = 0; static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = 0; @@ -1551,6 +1570,8 @@ static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_23___cinit__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_24_genexpr = 0; static char *__pyx_f_5_cdec_as_str(PyObject *, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args); /*proto*/ static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject *, PyObject *); /*proto*/ +static float __pyx_f_5_cdec__compute_score(void *, SufficientStats *); /*proto*/ +static void __pyx_f_5_cdec__compute_sufficient_stats(void *, std::string *, std::vector *, SufficientStats *); /*proto*/ #define __Pyx_MODULE_NAME "_cdec" int __pyx_module_is_main__cdec = 0; @@ -1676,8 +1697,9 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_5score___get__(struct __pyx_o static PyObject *__pyx_pf_5_cdec_15SufficientStats_6detail___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__getitem__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, int __pyx_v_index); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_11__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_evaluator); /* proto */ static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ @@ -1687,10 +1709,14 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_c static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, PyObject *__pyx_v_sentence); /* proto */ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, char *__pyx_v_name); /* proto */ +static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */ static PyObject *__pyx_pf_5_cdec_6Scorer_6__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_6Metric___cinit__(struct __pyx_obj_5_cdec_Metric *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_6Metric_2__call__(struct __pyx_obj_5_cdec_Metric *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */ +static PyObject *__pyx_pf_5_cdec_6Metric_4score(CYTHON_UNUSED struct __pyx_obj_5_cdec_Metric *__pyx_v_stats); /* proto */ +static PyObject *__pyx_pf_5_cdec_6Metric_6evaluate(CYTHON_UNUSED struct __pyx_obj_5_cdec_Metric *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_hyp, CYTHON_UNUSED PyObject *__pyx_v_refs); /* proto */ static PyObject *__pyx_pf_5_cdec_2_make_config(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_config); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_9__cinit___genexpr(PyObject *__pyx_self); /* proto */ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_config_str, PyObject *__pyx_v_config); /* proto */ @@ -1726,15 +1752,16 @@ static char __pyx_k_27[] = "digraph lattice {"; static char __pyx_k_35[] = "}"; static char __pyx_k_38[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi"; static char __pyx_k_39[] = "\n"; -static char __pyx_k_41[] = "candidate set index out of range"; -static char __pyx_k_43[] = "%s %s"; -static char __pyx_k_44[] = "%s = %s"; -static char __pyx_k_46[] = "formalism \"%s\" unknown"; -static char __pyx_k_47[] = "cannot initialize weights with %s"; -static char __pyx_k_48[] = "#"; -static char __pyx_k_51[] = "Cannot translate input type %s"; -static char __pyx_k_54[] = "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi"; -static char __pyx_k_59[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx"; +static char __pyx_k_41[] = "sufficient stats vector index out of range"; +static char __pyx_k_43[] = "candidate set index out of range"; +static char __pyx_k_45[] = "%s %s"; +static char __pyx_k_46[] = "%s = %s"; +static char __pyx_k_48[] = "formalism \"%s\" unknown"; +static char __pyx_k_49[] = "cannot initialize weights with %s"; +static char __pyx_k_50[] = "#"; +static char __pyx_k_53[] = "Cannot translate input type %s"; +static char __pyx_k_56[] = "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi"; +static char __pyx_k_61[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx"; static char __pyx_k__a[] = "a"; static char __pyx_k__e[] = "e"; static char __pyx_k__f[] = "f"; @@ -1746,6 +1773,7 @@ static char __pyx_k__cat[] = "cat"; static char __pyx_k__dot[] = "dot"; static char __pyx_k__fst[] = "fst"; static char __pyx_k__get[] = "get"; +static char __pyx_k__hyp[] = "hyp"; static char __pyx_k__inp[] = "inp"; static char __pyx_k__key[] = "key"; static char __pyx_k__lhs[] = "lhs"; @@ -1769,6 +1797,7 @@ static char __pyx_k__label[] = "label"; static char __pyx_k__lines[] = "lines"; static char __pyx_k__range[] = "range"; static char __pyx_k__rules[] = "rules"; +static char __pyx_k__score[] = "score"; static char __pyx_k__split[] = "split"; static char __pyx_k__strip[] = "strip"; static char __pyx_k__value[] = "value"; @@ -1788,14 +1817,17 @@ static char __pyx_k__IBM_BLEU[] = "IBM_BLEU"; static char __pyx_k__KeyError[] = "KeyError"; static char __pyx_k____exit__[] = "__exit__"; static char __pyx_k____main__[] = "__main__"; +static char __pyx_k____name__[] = "__name__"; static char __pyx_k____test__[] = "__test__"; static char __pyx_k__encoding[] = "encoding"; +static char __pyx_k__evaluate[] = "evaluate"; static char __pyx_k__in_edges[] = "in_edges"; static char __pyx_k__lexalign[] = "lexalign"; static char __pyx_k__lextrans[] = "lextrans"; static char __pyx_k__sentence[] = "sentence"; static char __pyx_k__Exception[] = "Exception"; static char __pyx_k__TypeError[] = "TypeError"; +static char __pyx_k____class__[] = "__class__"; static char __pyx_k____enter__[] = "__enter__"; static char __pyx_k__enumerate[] = "enumerate"; static char __pyx_k__evaluator[] = "evaluator"; @@ -1835,13 +1867,14 @@ static PyObject *__pyx_kp_s_39; static PyObject *__pyx_kp_s_4; static PyObject *__pyx_kp_s_41; static PyObject *__pyx_kp_s_43; -static PyObject *__pyx_kp_s_44; +static PyObject *__pyx_kp_s_45; static PyObject *__pyx_kp_s_46; -static PyObject *__pyx_kp_s_47; static PyObject *__pyx_kp_s_48; -static PyObject *__pyx_kp_s_51; -static PyObject *__pyx_kp_s_54; -static PyObject *__pyx_kp_s_59; +static PyObject *__pyx_kp_s_49; +static PyObject *__pyx_kp_s_50; +static PyObject *__pyx_kp_s_53; +static PyObject *__pyx_kp_s_56; +static PyObject *__pyx_kp_s_61; static PyObject *__pyx_kp_s_7; static PyObject *__pyx_kp_s_8; static PyObject *__pyx_kp_s_9; @@ -1856,9 +1889,11 @@ static PyObject *__pyx_n_s__ParseFailed; static PyObject *__pyx_n_s__TER; static PyObject *__pyx_n_s__TypeError; static PyObject *__pyx_n_s__ValueError; +static PyObject *__pyx_n_s____class__; static PyObject *__pyx_n_s____enter__; static PyObject *__pyx_n_s____exit__; static PyObject *__pyx_n_s____main__; +static PyObject *__pyx_n_s____name__; static PyObject *__pyx_n_s____test__; static PyObject *__pyx_n_s___cdec; static PyObject *__pyx_n_s___make_config; @@ -1877,6 +1912,7 @@ static PyObject *__pyx_n_s__encode; static PyObject *__pyx_n_s__encoding; static PyObject *__pyx_n_s__enumerate; static PyObject *__pyx_n_s__eval; +static PyObject *__pyx_n_s__evaluate; static PyObject *__pyx_n_s__evaluator; static PyObject *__pyx_n_s__f; static PyObject *__pyx_n_s__formalism; @@ -1884,6 +1920,7 @@ static PyObject *__pyx_n_s__fst; static PyObject *__pyx_n_s__genexpr; static PyObject *__pyx_n_s__get; static PyObject *__pyx_n_s__grammar; +static PyObject *__pyx_n_s__hyp; static PyObject *__pyx_n_s__hypergraph; static PyObject *__pyx_n_s__i; static PyObject *__pyx_n_s__in_edges; @@ -1909,6 +1946,7 @@ static PyObject *__pyx_n_s__refs; static PyObject *__pyx_n_s__replace; static PyObject *__pyx_n_s__rules; static PyObject *__pyx_n_s__scfg; +static PyObject *__pyx_n_s__score; static PyObject *__pyx_n_s__scores; static PyObject *__pyx_n_s__self; static PyObject *__pyx_n_s__sentence; @@ -1936,16 +1974,17 @@ static PyObject *__pyx_k_tuple_33; static PyObject *__pyx_k_tuple_36; static PyObject *__pyx_k_tuple_40; static PyObject *__pyx_k_tuple_42; -static PyObject *__pyx_k_tuple_45; -static PyObject *__pyx_k_tuple_49; -static PyObject *__pyx_k_tuple_50; +static PyObject *__pyx_k_tuple_44; +static PyObject *__pyx_k_tuple_47; +static PyObject *__pyx_k_tuple_51; static PyObject *__pyx_k_tuple_52; -static PyObject *__pyx_k_tuple_55; -static PyObject *__pyx_k_tuple_56; +static PyObject *__pyx_k_tuple_54; static PyObject *__pyx_k_tuple_57; 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trule).rule[0]) */ __pyx_t_4 = PyObject_Call(__pyx_builtin_ValueError, ((PyObject *)__pyx_k_tuple_14), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); @@ -7417,9 +7456,9 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":176 * if not isinstance(trule, BaseTRule): * raise ValueError('the grammar should contain TRule objects') - * _g.AddRule(( trule).rule[0]) # <<<<<<<<<<<<<< + * _g.AddRule(( trule).rule[0]) # <<<<<<<<<<<<<< */ - __pyx_v__g->AddRule((((struct __pyx_obj_5_cdec_TRule *)__pyx_v_trule)->__pyx_base.rule[0])); + __pyx_v__g->AddRule((((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_trule)->rule[0])); } __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; @@ -13071,7 +13110,7 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_5__iter__(PyObject *__pyx_v_s * * def __iter__(self): # <<<<<<<<<<<<<< * for i in range(len(self)): - * yield self.stats[0][i] + * yield self[i] */ static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self) { @@ -13118,7 +13157,6 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator14(__pyx_GeneratorO PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; PyObject *(*__pyx_t_4)(PyObject *); - unsigned int __pyx_t_5; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { @@ -13135,7 +13173,7 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator14(__pyx_GeneratorO * * def __iter__(self): * for i in range(len(self)): # <<<<<<<<<<<<<< - * yield self.stats[0][i] + * yield self[i] * */ __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -13185,12 +13223,11 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator14(__pyx_GeneratorO /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":46 * def __iter__(self): * for i in range(len(self)): - * yield self.stats[0][i] # <<<<<<<<<<<<<< + * yield self[i] # <<<<<<<<<<<<<< * - * def __iadd__(SufficientStats self, SufficientStats other): + * def __getitem__(self, int index): */ - __pyx_t_5 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_i); if (unlikely((__pyx_t_5 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_2 = PyFloat_FromDouble(((__pyx_cur_scope->__pyx_v_self->stats[0])[__pyx_t_5])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i); if (!__pyx_t_2) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -13226,13 +13263,111 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator14(__pyx_GeneratorO } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_15SufficientStats_8__iadd__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/ -static PyObject *__pyx_pw_5_cdec_15SufficientStats_8__iadd__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) { +static PyObject *__pyx_pw_5_cdec_15SufficientStats_8__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_index); /*proto*/ +static PyObject *__pyx_pw_5_cdec_15SufficientStats_8__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_index) { + int __pyx_v_index; + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0); + assert(__pyx_arg_index); { + __pyx_v_index = __Pyx_PyInt_AsInt(__pyx_arg_index); if (unlikely((__pyx_v_index == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + goto __pyx_L4_argument_unpacking_done; + __pyx_L3_error:; + __Pyx_AddTraceback("_cdec.SufficientStats.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_RefNannyFinishContext(); + return NULL; + __pyx_L4_argument_unpacking_done:; + __pyx_r = __pyx_pf_5_cdec_15SufficientStats_7__getitem__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self), ((int)__pyx_v_index)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":48 + * yield self[i] + * + * def __getitem__(self, int index): # <<<<<<<<<<<<<< + * if not 0 <= index < len(self): + * raise IndexError('sufficient stats vector index out of range') + */ + +static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__getitem__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, int __pyx_v_index) { + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + Py_ssize_t __pyx_t_2; + int __pyx_t_3; + PyObject *__pyx_t_4 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__getitem__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":49 + * + * def __getitem__(self, int index): + * if not 0 <= index < len(self): # <<<<<<<<<<<<<< + * raise IndexError('sufficient stats vector index out of range') + * return self.stats[0][index] + */ + __pyx_t_1 = (0 <= __pyx_v_index); + if (__pyx_t_1) { + __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_self)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = (__pyx_v_index < __pyx_t_2); + } + __pyx_t_3 = (!__pyx_t_1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":50 + * def __getitem__(self, int index): + * if not 0 <= index < len(self): + * raise IndexError('sufficient stats vector index out of range') # <<<<<<<<<<<<<< + * return self.stats[0][index] + * + */ + __pyx_t_4 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_42), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_Raise(__pyx_t_4, 0, 0, 0); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + {__pyx_filename = __pyx_f[5]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":51 + * if not 0 <= index < len(self): + * raise IndexError('sufficient stats vector index out of range') + * return self.stats[0][index] # <<<<<<<<<<<<<< + * + * def __iadd__(SufficientStats self, SufficientStats other): + */ + __Pyx_XDECREF(__pyx_r); + __pyx_t_4 = PyFloat_FromDouble(((__pyx_v_self->stats[0])[__pyx_v_index])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __pyx_r = __pyx_t_4; + __pyx_t_4 = 0; + goto __pyx_L0; + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_4); + __Pyx_AddTraceback("_cdec.SufficientStats.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__iadd__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/ +static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__iadd__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__iadd__ (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SufficientStats, 1, "other", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_r = __pyx_pf_5_cdec_15SufficientStats_7__iadd__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_other)); + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SufficientStats, 1, "other", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = __pyx_pf_5_cdec_15SufficientStats_9__iadd__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_other)); goto __pyx_L0; __pyx_L1_error:; __pyx_r = NULL; @@ -13241,20 +13376,20 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_8__iadd__(PyObject *__pyx_v_s return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":48 - * yield self.stats[0][i] +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":53 + * return self.stats[0][index] * * def __iadd__(SufficientStats self, SufficientStats other): # 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"/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":55 * def __iadd__(SufficientStats self, SufficientStats other): * self.stats[0] += other.stats[0] * return self # <<<<<<<<<<<<<< @@ -13283,17 +13418,17 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_ } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /*proto*/ -static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) { +static PyObject *__pyx_pw_5_cdec_15SufficientStats_12__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /*proto*/ +static PyObject *__pyx_pw_5_cdec_15SufficientStats_12__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__add__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_15SufficientStats_9__add__(((PyObject *)__pyx_v_x), ((PyObject *)__pyx_v_y)); + __pyx_r = __pyx_pf_5_cdec_15SufficientStats_11__add__(((PyObject *)__pyx_v_x), ((PyObject *)__pyx_v_y)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":52 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":57 * return self * * def __add__(x, y): # <<<<<<<<<<<<<< @@ -13301,7 +13436,7 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__add__(PyObject *__pyx_v_x * cdef SufficientStats sy = as_stats(y, x) */ -static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) { +static PyObject *__pyx_pf_5_cdec_15SufficientStats_11__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) { struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_sx = 0; struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_sy = 0; struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_result = 0; @@ -13313,43 +13448,43 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__add__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":53 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":58 * * def __add__(x, y): * cdef SufficientStats sx = as_stats(x, y) # <<<<<<<<<<<<<< * cdef SufficientStats sy = as_stats(y, x) * cdef SufficientStats result = SufficientStats() */ - __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_x, __pyx_v_y)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_x, __pyx_v_y)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_sx = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":54 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59 * def __add__(x, y): * cdef SufficientStats sx = as_stats(x, y) * cdef SufficientStats sy = as_stats(y, x) # <<<<<<<<<<<<<< * cdef SufficientStats result = SufficientStats() * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) */ - __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_y, __pyx_v_x)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_y, __pyx_v_x)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_sy = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":55 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":60 * cdef SufficientStats sx = as_stats(x, y) * cdef SufficientStats sy = as_stats(y, x) * cdef SufficientStats result = SufficientStats() # <<<<<<<<<<<<<< * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) * result.metric = sx.metric */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_result = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":56 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":61 * cdef SufficientStats sy = as_stats(y, x) * cdef SufficientStats result = SufficientStats() * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) # <<<<<<<<<<<<<< @@ -13358,7 +13493,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, */ __pyx_v_result->stats = new SufficientStats(operator+((__pyx_v_sx->stats[0]), (__pyx_v_sy->stats[0]))); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":57 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":62 * cdef SufficientStats result = SufficientStats() * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) * result.metric = sx.metric # <<<<<<<<<<<<<< @@ -13367,7 +13502,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, */ __pyx_v_result->metric = __pyx_v_sx->metric; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":58 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":63 * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) * result.metric = sx.metric * return result # <<<<<<<<<<<<<< @@ -13420,7 +13555,7 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; @@ -13431,13 +13566,13 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.CandidateSet.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return -1; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_evaluator), __pyx_ptype_5_cdec_SegmentEvaluator, 1, "evaluator", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_evaluator), __pyx_ptype_5_cdec_SegmentEvaluator, 1, "evaluator", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_12CandidateSet___cinit__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_evaluator); goto __pyx_L0; __pyx_L1_error:; @@ -13447,7 +13582,7 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70 * cdef mteval.CandidateSet* cs * * def __cinit__(self, SegmentEvaluator evaluator): # <<<<<<<<<<<<<< @@ -13460,7 +13595,7 @@ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_Cand __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":66 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":71 * * def __cinit__(self, SegmentEvaluator evaluator): * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) # <<<<<<<<<<<<<< @@ -13469,7 +13604,7 @@ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_Cand */ __pyx_v_self->scorer = new boost::shared_ptr((__pyx_v_evaluator->scorer[0])); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":67 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":72 * def __cinit__(self, SegmentEvaluator evaluator): * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) * self.metric = evaluator.metric # <<<<<<<<<<<<<< @@ -13478,7 +13613,7 @@ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_Cand */ __pyx_v_self->metric = __pyx_v_evaluator->metric; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":68 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":73 * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) * self.metric = evaluator.metric * self.cs = new mteval.CandidateSet() # <<<<<<<<<<<<<< @@ -13501,7 +13636,7 @@ static void __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(PyObject *__pyx_v_self) __Pyx_RefNannyFinishContext(); } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75 * self.cs = new mteval.CandidateSet() * * def __dealloc__(self): # <<<<<<<<<<<<<< @@ -13513,7 +13648,7 @@ static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __p __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":71 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":76 * * def __dealloc__(self): * del self.scorer # <<<<<<<<<<<<<< @@ -13522,7 +13657,7 @@ static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __p */ delete __pyx_v_self->scorer; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":72 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":77 * def __dealloc__(self): * del self.scorer * del self.cs # <<<<<<<<<<<<<< @@ -13545,7 +13680,7 @@ static Py_ssize_t __pyx_pw_5_cdec_12CandidateSet_5__len__(PyObject *__pyx_v_self return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":74 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":79 * del self.cs * * def __len__(self): # <<<<<<<<<<<<<< @@ -13558,7 +13693,7 @@ static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cde __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__len__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80 * * def __len__(self): * return self.cs.size() # <<<<<<<<<<<<<< @@ -13582,7 +13717,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_7__getitem__(PyObject *__pyx_v_s __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0); assert(__pyx_arg_k); { - __pyx_v_k = __Pyx_PyInt_AsInt(__pyx_arg_k); if (unlikely((__pyx_v_k == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_k = __Pyx_PyInt_AsInt(__pyx_arg_k); if (unlikely((__pyx_v_k == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -13595,7 +13730,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_7__getitem__(PyObject *__pyx_v_s return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":77 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 * return self.cs.size() * * def __getitem__(self,int k): # <<<<<<<<<<<<<< @@ -13615,7 +13750,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__getitem__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":78 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":83 * * def __getitem__(self,int k): * if not 0 <= k < self.cs.size(): # <<<<<<<<<<<<<< @@ -13629,35 +13764,35 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ __pyx_t_2 = (!__pyx_t_1); if (__pyx_t_2) { - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":79 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":84 * def __getitem__(self,int k): * if not 0 <= k < self.cs.size(): * raise IndexError('candidate set index out of range') # <<<<<<<<<<<<<< * cdef Candidate candidate = Candidate() * candidate.candidate = &self.cs[0][k] */ - __pyx_t_3 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_42), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_44), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[5]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[5]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} goto __pyx_L3; } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 * if not 0 <= k < self.cs.size(): * raise IndexError('candidate set index out of range') * cdef Candidate candidate = Candidate() # <<<<<<<<<<<<<< * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) */ - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Candidate)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Candidate)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_v_candidate = ((struct __pyx_obj_5_cdec_Candidate *)__pyx_t_3); __pyx_t_3 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":81 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":86 * raise IndexError('candidate set index out of range') * cdef Candidate candidate = Candidate() * candidate.candidate = &self.cs[0][k] # <<<<<<<<<<<<<< @@ -13666,7 +13801,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ */ __pyx_v_candidate->candidate = (&((__pyx_v_self->cs[0])[__pyx_v_k])); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87 * cdef Candidate candidate = Candidate() * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) # <<<<<<<<<<<<<< @@ -13675,7 +13810,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ */ __pyx_v_candidate->score = __pyx_v_self->metric->ComputeScore(((__pyx_v_self->cs[0])[__pyx_v_k]).eval_feats); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":83 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":88 * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) * return candidate # <<<<<<<<<<<<<< @@ -13712,7 +13847,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_9__iter__(PyObject *__pyx_v_self return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 * return candidate * * def __iter__(self): # <<<<<<<<<<<<<< @@ -13738,7 +13873,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cde __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator15, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator15, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -13773,27 +13908,27 @@ static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator15(__pyx_GeneratorObj return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":92 * def __iter__(self): * cdef unsigned i * for i in range(len(self)): # <<<<<<<<<<<<<< * yield self[i] * */ - __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_cur_scope->__pyx_v_i = __pyx_t_2; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":88 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":93 * cdef unsigned i * for i in range(len(self)): * yield self[i] # <<<<<<<<<<<<<< * * def add_kbest(self, Hypergraph hypergraph, unsigned k): */ - __pyx_t_3 = __Pyx_GetItemInt(((PyObject 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__LINE__; goto __pyx_L1_error;} } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; @@ -13851,11 +13986,11 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__k); if (likely(values[1])) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "add_kbest") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "add_kbest") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; 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__LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.CandidateSet.add_kbest", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_12CandidateSet_11add_kbest(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_hypergraph, __pyx_v_k); goto __pyx_L0; __pyx_L1_error:; @@ -13884,7 +14019,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":95 * yield self[i] * * def add_kbest(self, Hypergraph hypergraph, unsigned k): # <<<<<<<<<<<<<< @@ -13897,7 +14032,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_c __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("add_kbest", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":91 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":96 * * def add_kbest(self, Hypergraph hypergraph, unsigned k): * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) # <<<<<<<<<<<<<< @@ -13921,7 +14056,7 @@ static void __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(PyObject *__pyx_v_se __Pyx_RefNannyFinishContext(); } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":97 +/* 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"/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":109 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":114 * return sf * * def candidate_set(self): # <<<<<<<<<<<<<< @@ -14085,7 +14220,7 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_ int __pyx_clineno = 0; __Pyx_RefNannySetupContext("candidate_set", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":110 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 * * def candidate_set(self): * return CandidateSet(self) # <<<<<<<<<<<<<< @@ -14093,12 +14228,12 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_ * cdef class Scorer: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_INCREF(((PyObject *)__pyx_v_self)); PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_self)); __Pyx_GIVEREF(((PyObject *)__pyx_v_self)); - __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_CandidateSet)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_CandidateSet)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __pyx_r = __pyx_t_2; @@ -14121,13 +14256,22 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_ /* Python wrapper */ static int __pyx_pw_5_cdec_6Scorer_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, 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kw_args--; - else goto __pyx_L5_argtuple_error; + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__name); + if (value) { values[0] = value; kw_args--; } + } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { - goto __pyx_L5_argtuple_error; } else { - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } - __pyx_v_name = PyBytes_AsString(values[0]); if (unlikely((!__pyx_v_name) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_name = ((PyObject*)values[0]); } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Scorer.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return -1; __pyx_L4_argument_unpacking_done:; + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_name), (&PyBytes_Type), 1, "name", 1))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_6Scorer___cinit__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self), __pyx_v_name); + goto __pyx_L0; + __pyx_L1_error:; + __pyx_r = -1; + __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 - * cdef string* name - * - * def __cinit__(self, char* name): # <<<<<<<<<<<<<< - * self.name = new string(name) - * - */ - -static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, char *__pyx_v_name) { +static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_name) { int __pyx_r; __Pyx_RefNannyDeclarations + int __pyx_t_1; + char *__pyx_t_2; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__cinit__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":122 + * + * def __cinit__(self, bytes name=None): + * if name: # <<<<<<<<<<<<<< + * self.name = new string(name) + * self.metric = mteval.MetricInstance(self.name[0]) + */ + __pyx_t_1 = (((PyObject *)__pyx_v_name) != Py_None) && (PyBytes_GET_SIZE(((PyObject *)__pyx_v_name)) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":123 + * def __cinit__(self, bytes name=None): + * if name: + * self.name = new string(name) # <<<<<<<<<<<<<< + * self.metric = mteval.MetricInstance(self.name[0]) * - * def __cinit__(self, char* name): - * self.name = new string(name) # <<<<<<<<<<<<<< + */ + __pyx_t_2 = PyBytes_AsString(((PyObject *)__pyx_v_name)); if (unlikely((!__pyx_t_2) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->name = new std::string(__pyx_t_2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":124 + * if name: + * self.name = new string(name) + * self.metric = mteval.MetricInstance(self.name[0]) # <<<<<<<<<<<<<< * * def __dealloc__(self): */ - __pyx_v_self->name = new std::string(__pyx_v_name); + __pyx_v_self->metric = EvaluationMetric::Instance((__pyx_v_self->name[0])); + goto __pyx_L3; + } + __pyx_L3:; __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.Scorer.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; + __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } @@ -14202,8 +14379,8 @@ static void __pyx_pw_5_cdec_6Scorer_3__dealloc__(PyObject *__pyx_v_self) { __Pyx_RefNannyFinishContext(); } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":118 - * self.name = new string(name) +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":126 + * self.metric = mteval.MetricInstance(self.name[0]) * * def __dealloc__(self): # <<<<<<<<<<<<<< * del self.name @@ -14214,7 +14391,7 @@ static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_ __Pyx_RefNannyDeclarations 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PyObj } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__call__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__call__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Scorer.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -14274,16 +14451,15 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObj return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":121 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":129 * del self.name * * def __call__(self, refs): # <<<<<<<<<<<<<< - * cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0]) * if isinstance(refs, unicode) or isinstance(refs, str): + * refs = [refs] */ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_refs) { - EvaluationMetric *__pyx_v_metric; std::vector > *__pyx_v_refsv; std::vector *__pyx_v_refv; PyObject *__pyx_v_ref = NULL; @@ -14304,18 +14480,9 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score __Pyx_RefNannySetupContext("__call__", 0); __Pyx_INCREF(__pyx_v_refs); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":122 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":130 * * def __call__(self, refs): - * cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0]) # <<<<<<<<<<<<<< - * if isinstance(refs, unicode) or isinstance(refs, str): - * refs = [refs] - */ - __pyx_v_metric = EvaluationMetric::Instance((__pyx_v_self->name[0])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":123 - * def __call__(self, refs): - * cdef mteval.EvaluationMetric* metric = 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static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score __pyx_v_ref = __pyx_t_7; __pyx_t_7 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":129 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":136 * cdef bytes ref_str * for ref in refs: * refv = new vector[WordID]() # <<<<<<<<<<<<<< @@ -14409,22 +14576,22 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_refv = new std::vector(); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":130 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":137 * for ref in refs: * refv = new vector[WordID]() * ConvertSentence(string(as_str(ref.strip())), refv) # <<<<<<<<<<<<<< * refsv.push_back(refv[0]) * del refv */ - __pyx_t_7 = PyObject_GetAttr(__pyx_v_ref, __pyx_n_s__strip); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyObject_GetAttr(__pyx_v_ref, __pyx_n_s__strip); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); - __pyx_t_8 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; TD::ConvertSentence(std::string(__pyx_f_5_cdec_as_str(__pyx_t_8, NULL)), __pyx_v_refv); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":131 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":138 * refv = new vector[WordID]() * ConvertSentence(string(as_str(ref.strip())), refv) * refsv.push_back(refv[0]) # 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shared_ptr[mteval.SegmentEvaluator]( */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SegmentEvaluator)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SegmentEvaluator)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_evaluator = ((struct __pyx_obj_5_cdec_SegmentEvaluator *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":135 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":142 * cdef unsigned i * cdef SegmentEvaluator evaluator = SegmentEvaluator() - * evaluator.metric = metric # <<<<<<<<<<<<<< - * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) - * del refsv # in theory should not delete but store in SegmentEvaluator + * evaluator.metric = self.metric # <<<<<<<<<<<<<< + * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator]( + * self.metric.CreateSegmentEvaluator(refsv[0])) */ - __pyx_v_evaluator->metric = __pyx_v_metric; + __pyx_v_evaluator->metric = __pyx_v_self->metric; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":136 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":143 * cdef SegmentEvaluator evaluator = SegmentEvaluator() - * evaluator.metric = metric - * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) # <<<<<<<<<<<<<< + * evaluator.metric = self.metric + * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator]( # <<<<<<<<<<<<<< + * self.metric.CreateSegmentEvaluator(refsv[0])) * del refsv # in theory should not delete but store in SegmentEvaluator - * return evaluator */ - __pyx_v_evaluator->scorer = new boost::shared_ptr(__pyx_v_metric->CreateSegmentEvaluator((__pyx_v_refsv[0]))); + __pyx_v_evaluator->scorer = new boost::shared_ptr(__pyx_v_self->metric->CreateSegmentEvaluator((__pyx_v_refsv[0]))); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":137 - * evaluator.metric = metric - * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":145 + * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator]( + * self.metric.CreateSegmentEvaluator(refsv[0])) * del refsv # in theory should not delete but store in SegmentEvaluator # <<<<<<<<<<<<<< * return evaluator * */ delete __pyx_v_refsv; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":138 - * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":146 + * 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*)__pyx_k_tuple_45), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_47), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_v_formalism = __pyx_t_3; @@ -15401,7 +16158,7 @@ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *_ */ __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__InvalidConfig); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_46), __pyx_v_formalism); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_48), __pyx_v_formalism); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); @@ -15807,7 +16564,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De * * property formalism: */ - __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_47), ((PyObject *)Py_TYPE(__pyx_v_weights))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_49), ((PyObject *)Py_TYPE(__pyx_v_weights))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); @@ -16038,7 +16795,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_t_2 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__startswith); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_49), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_51), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;} @@ -16207,7 +16964,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ } /*finally:*/ { if (__pyx_t_3) { - __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_50, NULL); + __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_52, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); @@ -16412,7 +17169,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec * if grammar: * if isinstance(grammar, str) or isinstance(grammar, unicode): */ - __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_51), ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_53), ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_5)); __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); @@ -19213,6 +19970,13 @@ static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { } (*Py_TYPE(o)->tp_free)(o); } +static PyObject *__pyx_sq_item_5_cdec_SufficientStats(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) { return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o); @@ -19233,7 +19997,7 @@ static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = { }; static PyNumberMethods __pyx_tp_as_number_SufficientStats = { - __pyx_pw_5_cdec_15SufficientStats_10__add__, /*nb_add*/ + __pyx_pw_5_cdec_15SufficientStats_12__add__, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -19268,7 +20032,7 @@ static PyNumberMethods __pyx_tp_as_number_SufficientStats = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - __pyx_pw_5_cdec_15SufficientStats_8__iadd__, /*nb_inplace_add*/ + __pyx_pw_5_cdec_15SufficientStats_10__iadd__, /*nb_inplace_add*/ 0, /*nb_inplace_subtract*/ 0, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 @@ -19294,7 +20058,7 @@ static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { __pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - 0, /*sq_item*/ + __pyx_sq_item_5_cdec_SufficientStats, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -19305,7 +20069,7 @@ static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = { __pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/ - 0, /*mp_subscript*/ + __pyx_pw_5_cdec_15SufficientStats_8__getitem__, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; @@ -19933,6 +20697,202 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { #endif }; +static PyObject *__pyx_tp_new_5_cdec_Metric(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec_Metric *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_Metric *)o); + p->scorer = ((struct __pyx_obj_5_cdec_Scorer *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_5_cdec_6Metric_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Metric(PyObject *o) { + struct __pyx_obj_5_cdec_Metric *p = (struct __pyx_obj_5_cdec_Metric *)o; + Py_XDECREF(((PyObject *)p->scorer)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec_Metric(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_Metric *p = (struct __pyx_obj_5_cdec_Metric *)o; + if (p->scorer) { + e = (*v)(((PyObject*)p->scorer), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec_Metric(PyObject *o) { + struct __pyx_obj_5_cdec_Metric *p = (struct __pyx_obj_5_cdec_Metric *)o; + PyObject* tmp; + tmp = ((PyObject*)p->scorer); + p->scorer = ((struct __pyx_obj_5_cdec_Scorer *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec_Metric[] = { + {__Pyx_NAMESTR("score"), (PyCFunction)__pyx_pw_5_cdec_6Metric_5score, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_6Metric_7evaluate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Metric = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Metric = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Metric = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Metric = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_Metric = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Metric"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Metric), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Metric, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Metric, /*tp_as_number*/ + &__pyx_tp_as_sequence_Metric, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Metric, /*tp_as_mapping*/ + 0, /*tp_hash*/ + __pyx_pw_5_cdec_6Metric_3__call__, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Metric, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec_Metric, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_Metric, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Metric, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Metric, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) { struct __pyx_obj_5_cdec_Decoder *p; PyObject *o = (*t->tp_alloc)(t, 0); @@ -25197,13 +26157,14 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_4, __pyx_k_4, sizeof(__pyx_k_4), 0, 0, 1, 0}, {&__pyx_kp_s_41, __pyx_k_41, sizeof(__pyx_k_41), 0, 0, 1, 0}, {&__pyx_kp_s_43, __pyx_k_43, sizeof(__pyx_k_43), 0, 0, 1, 0}, - {&__pyx_kp_s_44, __pyx_k_44, sizeof(__pyx_k_44), 0, 0, 1, 0}, + {&__pyx_kp_s_45, __pyx_k_45, sizeof(__pyx_k_45), 0, 0, 1, 0}, {&__pyx_kp_s_46, __pyx_k_46, sizeof(__pyx_k_46), 0, 0, 1, 0}, - {&__pyx_kp_s_47, __pyx_k_47, sizeof(__pyx_k_47), 0, 0, 1, 0}, {&__pyx_kp_s_48, __pyx_k_48, sizeof(__pyx_k_48), 0, 0, 1, 0}, - {&__pyx_kp_s_51, __pyx_k_51, sizeof(__pyx_k_51), 0, 0, 1, 0}, - {&__pyx_kp_s_54, __pyx_k_54, sizeof(__pyx_k_54), 0, 0, 1, 0}, - {&__pyx_kp_s_59, __pyx_k_59, sizeof(__pyx_k_59), 0, 0, 1, 0}, + {&__pyx_kp_s_49, __pyx_k_49, sizeof(__pyx_k_49), 0, 0, 1, 0}, + {&__pyx_kp_s_50, __pyx_k_50, sizeof(__pyx_k_50), 0, 0, 1, 0}, + {&__pyx_kp_s_53, __pyx_k_53, sizeof(__pyx_k_53), 0, 0, 1, 0}, + {&__pyx_kp_s_56, __pyx_k_56, sizeof(__pyx_k_56), 0, 0, 1, 0}, + {&__pyx_kp_s_61, __pyx_k_61, sizeof(__pyx_k_61), 0, 0, 1, 0}, {&__pyx_kp_s_7, __pyx_k_7, sizeof(__pyx_k_7), 0, 0, 1, 0}, {&__pyx_kp_s_8, __pyx_k_8, sizeof(__pyx_k_8), 0, 0, 1, 0}, {&__pyx_kp_s_9, __pyx_k_9, sizeof(__pyx_k_9), 0, 0, 1, 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0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "CandidateSet", (PyObject *)&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "CandidateSet", (PyObject *)&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_CandidateSet = &__pyx_type_5_cdec_CandidateSet; - if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SegmentEvaluator = &__pyx_type_5_cdec_SegmentEvaluator; - if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Scorer = &__pyx_type_5_cdec_Scorer; + if (PyType_Ready(&__pyx_type_5_cdec_Metric) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Metric", (PyObject *)&__pyx_type_5_cdec_Metric) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Metric = &__pyx_type_5_cdec_Metric; if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Decoder = &__pyx_type_5_cdec_Decoder; @@ -25818,7 +26801,7 @@ PyMODINIT_FUNC PyInit__cdec(void) __pyx_ptype_5_cdec___pyx_scope_struct_19_lines = &__pyx_type_5_cdec___pyx_scope_struct_19_lines; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_20___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_20___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_20___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_21___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_21___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_21___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_21___iter__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_22__make_config) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_22__make_config = &__pyx_type_5_cdec___pyx_scope_struct_22__make_config; @@ -25843,25 +26826,25 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyObject_SetAttr(__pyx_m, __pyx_n_s___phrase, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":143 - * return self.name.c_str() + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":190 + * return [] * * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_55), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_57), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":144 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":191 * * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_56), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_58), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "_cdec.pyx":22 @@ -26356,6 +27339,40 @@ static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject* } } +static CYTHON_INLINE int __Pyx_CheckKeywordStrings( + PyObject *kwdict, + const char* function_name, + int kw_allowed) +{ + PyObject* key = 0; + Py_ssize_t pos = 0; + while (PyDict_Next(kwdict, &pos, &key, 0)) { + #if PY_MAJOR_VERSION < 3 + if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) + #else + if (unlikely(!PyUnicode_Check(key))) + #endif + goto invalid_keyword_type; + } + if ((!kw_allowed) && unlikely(key)) + goto invalid_keyword; + return 1; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + return 0; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%s() got an unexpected keyword argument '%s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif + return 0; +} + static double __Pyx__PyObject_AsDouble(PyObject* obj) { PyObject* float_value; if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) { diff --git a/python/src/decoder.pxd b/python/src/decoder.pxd index d2065579..a66166a2 100644 --- a/python/src/decoder.pxd +++ b/python/src/decoder.pxd @@ -27,8 +27,6 @@ cdef extern from "decoder/decoder.h": variables_map& GetConf() # add grammar rules (currently only supported by SCFG decoders) - # that will be used on subsequent calls to Decode. rules should be in standard - # text format. This function does NOT read from a file. void AddSupplementalGrammarFromString(string& grammar_str) void AddSupplementalGrammar(shared_ptr[Grammar] grammar) diff --git a/python/src/grammar.pxd b/python/src/grammar.pxd index 43806f71..8853a614 100644 --- a/python/src/grammar.pxd +++ b/python/src/grammar.pxd @@ -3,7 +3,6 @@ from libcpp.string cimport string from utils cimport * cdef extern from "decoder/trule.h": - cdef cppclass AlignmentPoint: AlignmentPoint(int s, int t) AlignmentPoint Inverted() diff --git a/python/src/mteval.pxd b/python/src/mteval.pxd index 52af6297..27c2808d 100644 --- a/python/src/mteval.pxd +++ b/python/src/mteval.pxd @@ -10,6 +10,7 @@ cdef extern from "mteval/ns.h": unsigned size() float operator[](unsigned i) void swap(SufficientStats& other) + vector[float] fields SufficientStats add "operator+" (SufficientStats&, SufficientStats&) @@ -26,9 +27,15 @@ cdef extern from "mteval/ns.h": vector[WordID]& refs, SufficientStats* out) -cdef extern from "mteval/ns.h" namespace "EvaluationMetric": - EvaluationMetric* Instance(string& metric_id) - EvaluationMetric* Instance() # IBM_BLEU + cdef EvaluationMetric* MetricInstance "EvaluationMetric::Instance" (string& metric_id) + +cdef extern from "py_scorer.h": + ctypedef float (*MetricScoreCallback)(void*, SufficientStats* stats) + ctypedef void (*MetricStatsCallback)(void*, + string* hyp, vector[string]* refs, SufficientStats* out) + + cdef EvaluationMetric* PyMetricInstance "PythonEvaluationMetric::Instance"( + string& metric_id, void*, MetricStatsCallback, MetricScoreCallback) cdef extern from "training/candidate_set.h" namespace "training": cdef cppclass Candidate "const training::Candidate": diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi index 4ba73168..f67f4f04 100644 --- a/python/src/mteval.pxi +++ b/python/src/mteval.pxi @@ -43,7 +43,12 @@ cdef class SufficientStats: def __iter__(self): for i in range(len(self)): - yield self.stats[0][i] + yield self[i] + + def __getitem__(self, int index): + if not 0 <= index < len(self): + raise IndexError('sufficient stats vector index out of range') + return self.stats[0][index] def __iadd__(SufficientStats self, SufficientStats other): self.stats[0] += other.stats[0] @@ -111,15 +116,17 @@ cdef class SegmentEvaluator: cdef class Scorer: cdef string* name + cdef mteval.EvaluationMetric* metric - def __cinit__(self, char* name): - self.name = new string(name) + def __cinit__(self, bytes name=None): + if name: + self.name = new string(name) + self.metric = mteval.MetricInstance(self.name[0]) def __dealloc__(self): del self.name def __call__(self, refs): - cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0]) if isinstance(refs, unicode) or isinstance(refs, str): refs = [refs] cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]() @@ -132,13 +139,53 @@ cdef class Scorer: del refv cdef unsigned i cdef SegmentEvaluator evaluator = SegmentEvaluator() - evaluator.metric = metric - evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) + evaluator.metric = self.metric + evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator]( + self.metric.CreateSegmentEvaluator(refsv[0])) del refsv # in theory should not delete but store in SegmentEvaluator return evaluator def __str__(self): return self.name.c_str() +cdef float _compute_score(void* metric_, mteval.SufficientStats* stats): + cdef Metric metric = metric_ + cdef list ss = [] + cdef unsigned i + for i in range(stats.size()): + ss.append(stats[0][i]) + return metric.score(ss) + +cdef void _compute_sufficient_stats(void* metric_, + string* hyp, + vector[string]* refs, + mteval.SufficientStats* out): + cdef Metric metric = metric_ + cdef list refs_ = [] + cdef unsigned i + for i in range(refs.size()): + refs_.append(refs[0][i].c_str()) + cdef list ss = metric.evaluate(hyp.c_str(), refs_) + out.fields.resize(len(ss)) + for i in range(len(ss)): + out.fields[i] = ss[i] + +cdef class Metric: + cdef Scorer scorer + def __cinit__(self): + self.scorer = Scorer() + self.scorer.name = new string(as_str(self.__class__.__name__)) + self.scorer.metric = mteval.PyMetricInstance(self.scorer.name[0], + self, _compute_sufficient_stats, _compute_score) + + def __call__(self, refs): + return self.scorer(refs) + + def score(SufficientStats stats): + return 0 + + def evaluate(self, hyp, refs): + return [] + BLEU = Scorer('IBM_BLEU') TER = Scorer('TER') diff --git a/python/src/observer.h b/python/src/observer.h index d398f2f7..05f3c9be 100644 --- a/python/src/observer.h +++ b/python/src/observer.h @@ -1,6 +1,5 @@ #include "decoder/hg.h" #include "decoder/decoder.h" -#include struct BasicObserver: public DecoderObserver { Hypergraph* hypergraph; diff --git a/python/src/py_scorer.h b/python/src/py_scorer.h new file mode 100644 index 00000000..22dc9fee --- /dev/null +++ b/python/src/py_scorer.h @@ -0,0 +1,44 @@ +#include "ns.h" +#include "tdict.h" + +typedef float (*MetricScoreCallback)(void*, SufficientStats* stats); +typedef void (*MetricStatsCallback)(void*, + std::string *hyp, + std::vector *refs, + SufficientStats* out); + +struct PythonEvaluationMetric : public EvaluationMetric { + + PythonEvaluationMetric(const std::string& id) : EvaluationMetric(id) {} + + static EvaluationMetric* Instance(const std::string& id, + void* obj, + MetricStatsCallback statscb, + MetricScoreCallback scorecb) { + PythonEvaluationMetric* metric = new PythonEvaluationMetric(id); + metric->pymetric = obj; + metric->_compute_score = scorecb; + metric->_compute_sufficient_stats = statscb; + return metric; + } + + float ComputeScore(const SufficientStats& stats) const { + SufficientStats stats_(stats); + return _compute_score(pymetric, &stats_); + } + + void ComputeSufficientStatistics(const std::vector& hyp, + const std::vector >& refs, + SufficientStats* out) const { + std::string hyp_(TD::GetString(hyp)); + std::vector refs_; + for(unsigned i = 0; i < refs.size(); ++i) { + refs_.push_back(TD::GetString(refs[i])); + } + _compute_sufficient_stats(pymetric, &hyp_, &refs_, out); + } + + void* pymetric; + MetricStatsCallback _compute_sufficient_stats; + MetricScoreCallback _compute_score; +}; diff --git a/sa-extract/Makefile b/sa-extract/Makefile index 7b39ae4d..3145bbfe 100644 --- a/sa-extract/Makefile +++ b/sa-extract/Makefile @@ -1,17 +1,11 @@ -PYVER=python2.7 -PYDIR=/usr/local/Cellar/python/2.7.2 -PYINCLUDE=$(PYDIR)/include/$(PYVER) -CYTHON=/usr/local/share/python/cython -PYTHON=$(PYDIR)/bin/python - %.c: %.pyx - $(CYTHON) $< -o $@ + cython $< -o $@ %.o: %.cc g++ -O6 -g -fPIC -c $< all: cstrmap.c strmap.cc rule.c sym.c cdat.c cintlist.c cfloatlist.c calignment.c csuf.c clex.c rulefactory.c cveb.c lcp.c precomputation.c - $(PYTHON) setup.py build + python setup.py build clean: rm -f cdat.c cstrmap.c sym.c rule.c cintlist.c cfloatlist.c calignment.c csuf.c clex.c rulefactory.c cveb.c lcp.c precomputation.c *.so *.o *.cxx *~ *.pyc -- cgit v1.2.3 From 717136fff09cde560d0bb0fea93a3527708d5d15 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Wed, 25 Jul 2012 23:40:06 -0400 Subject: maybe faster --- sa-extract/Makefile | 2 +- sa-extract/csuf.pxd | 5 +++-- sa-extract/csuf.pyx | 7 ++++--- 3 files changed, 8 insertions(+), 6 deletions(-) diff --git a/sa-extract/Makefile b/sa-extract/Makefile index 3145bbfe..10d14521 100644 --- a/sa-extract/Makefile +++ b/sa-extract/Makefile @@ -1,5 +1,5 @@ %.c: %.pyx - cython $< -o $@ + cython -X cdivision=True $< -o $@ %.o: %.cc g++ -O6 -g -fPIC -c $< diff --git a/sa-extract/csuf.pxd b/sa-extract/csuf.pxd index f44167dd..972f0178 100644 --- a/sa-extract/csuf.pxd +++ b/sa-extract/csuf.pxd @@ -5,7 +5,8 @@ cdef class SuffixArray: cdef cdat.DataArray darray cdef cintlist.CIntList sa cdef cintlist.CIntList ha + # cdef lookup(self, word, int offset, int low, int high) cdef __lookup_helper(self, int word_id, int offset, int low, int high) cdef __get_range(self, int word_id, int offset, int low, int high, int midpoint) - cdef __search_low(self, int word_id, int offset, int low, int high) - cdef __search_high(self, word_id, offset, low, high) + cdef int __search_low(self, int word_id, int offset, int low, int high) + cdef int __search_high(self, int word_id, int offset, int low, int high) diff --git a/sa-extract/csuf.pyx b/sa-extract/csuf.pyx index 64c44788..2f0b1383 100644 --- a/sa-extract/csuf.pyx +++ b/sa-extract/csuf.pyx @@ -223,7 +223,7 @@ cdef class SuffixArray: f.close() - cdef __search_high(self, word_id, offset, low, high): + cdef int __search_high(self, int word_id, int offset, int low, int high): cdef int midpoint if low >= high: @@ -235,7 +235,7 @@ cdef class SuffixArray: return self.__search_high(word_id, offset, low, midpoint) - cdef __search_low(self, int word_id, int offset, int low, int high): + cdef int __search_low(self, int word_id, int offset, int low, int high): cdef int midpoint if low >= high: @@ -269,7 +269,8 @@ cdef class SuffixArray: return self.__lookup_helper(word_id, offset, midpoint+1, high) - def lookup(self, word, offset, int low, int high): + def lookup(self, word, int offset, int low, int high): + cdef int wordid if low == -1: low = 0 if high == -1: -- cgit v1.2.3 From 11b3c09e45348d3e69db57837b61097862544fec Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Wed, 25 Jul 2012 23:57:05 -0400 Subject: Character error rate metric - [python] cdec.score.CER - Cleanup .gitignore --- .gitignore | 89 +++++++++++---------------------------------------- mteval/Jamfile | 2 +- mteval/Makefile.am | 2 +- mteval/ns.cc | 3 ++ mteval/ns_cer.cc | 55 +++++++++++++++++++++++++++++++ mteval/ns_cer.h | 23 +++++++++++++ python/cdec/score.py | 2 +- python/src/_cdec.cpp | 58 +++++++++++++++++++++++++-------- python/src/mteval.pxi | 1 + 9 files changed, 147 insertions(+), 88 deletions(-) create mode 100644 mteval/ns_cer.cc create mode 100644 mteval/ns_cer.h diff --git a/.gitignore b/.gitignore index 943e6dc5..571360ed 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,19 @@ +*.log +*.bbl +*.aux +*.blg +*.idx +*.pdf +*.dvi +*.ps +*.toc +*.so +*.pyc +*swp +*.o +*.a +*~ +.* ./cdec/ decoder/bin/ gi/pf/align-tl @@ -6,21 +22,17 @@ gi/pf/nuisance_test gi/pf/pf_test gi/pf/pyp_lm jam-files/bjam -jam-files/engine/bin.linuxx86_64/ +jam-files/engine/bin.* jam-files/engine/bootstrap/ klm/lm/bin/ -klm/lm/libkenlm.so -klm/lm/libkenutil.so klm/lm/query klm/util/bin/ mteval/bin/ rampion/rampion_cccp -rst_parser/librst.a rst_parser/mst_train rst_parser/rst_parse rst_parser/rst_train training/liblbfgs/bin/ -training/liblbfgs/liblbfgs.a training/liblbfgs/ll_test utils/atools utils/bin/ @@ -28,38 +40,18 @@ utils/crp_test mira/kbest_mira utils/m_test sa-extract/calignment.c -sa-extract/calignment.so sa-extract/cdat.c -sa-extract/cdat.so sa-extract/cfloatlist.c -sa-extract/cfloatlist.so sa-extract/cintlist.c -sa-extract/cintlist.so sa-extract/clex.c -sa-extract/clex.so -sa-extract/cn.pyc -sa-extract/context_model.pyc sa-extract/cstrmap.c -sa-extract/cstrmap.so sa-extract/csuf.c -sa-extract/csuf.so sa-extract/cveb.c -sa-extract/cveb.so sa-extract/lcp.c -sa-extract/lcp.so -sa-extract/log.pyc -sa-extract/manager.pyc -sa-extract/model.pyc -sa-extract/monitor.pyc sa-extract/precomputation.c -sa-extract/precomputation.so sa-extract/rule.c -sa-extract/rule.so sa-extract/rulefactory.c -sa-extract/rulefactory.so -sa-extract/sgml.pyc sa-extract/sym.c -sa-extract/sym.so training/lbl_model training/mpi_flex_optimize training/test_ngram @@ -70,11 +62,9 @@ utils/phmt utils/small_vector_test utils/ts utils/weights_test -pro-train/.deps pro-train/mr_pro_map pro-train/mr_pro_reduce utils/reconstruct_weights -decoder/.libs training/augment_grammar training/mpi_batch_optimize training/mpi_compute_cllh @@ -83,34 +73,21 @@ training/mpi_extract_features training/mpi_extract_reachable klm/lm/build_binary extools/extractor_monolingual -gi/pf/.deps gi/pf/learn_cfg gi/pf/brat gi/pf/cbgi gi/pf/dpnaive gi/pf/itg -gi/pf/libpf.a gi/pf/pfbrat gi/pf/pfdist gi/pf/pfnaive -gi/markov_al/.deps gi/markov_al/ml gi/posterior-regularisation/prjava/lib/*.jar -klm/lm/libklm.a -klm/util/.deps -klm/util/libklm_util.a -mteval/.deps/ tests/system_tests/hmm/foo.src training/cllh_filter_grammar -klm/lm/.deps mteval/fast_score -mteval/libmteval.a mteval/mbr_kbest training/mpi_online_optimize -utils/.deps/ -utils/libutils.a -*swp -*.o dpmert/sentserver dpmert/sentclient gi/pyp-topics/src/contexts_lexer.cc @@ -128,7 +105,6 @@ decoder/rule_lexer.cc training/atools training/collapse_weights training/lbfgs_test -training/libtraining.a training/mr_optimize_reduce training/mr_em_adapted_reduce training/mr_em_map_adapter @@ -141,6 +117,7 @@ dpmert/mr_dpmert_map dpmert/mr_dpmert_reduce dpmert/scorer_test dpmert/union_forests +minrisk/minrisk_optimize Makefile Makefile.in aclocal.m4 @@ -153,48 +130,29 @@ configure depcomp install-sh missing -extools/.deps/ -extools/*.o extools/extractor extools/mr_stripe_rule_reduce -decoder/.deps/ -decoder/*.o decoder/Makefile decoder/Makefile.in decoder/cdec decoder/dict_test -decoder/libcdec.a decoder/trule_test decoder/weights_test stamp-h1 -training/.deps/ training/Makefile training/Makefile.in -training/*.o training/grammar_convert training/model1 -dpmert/.deps/ dpmert/Makefile dpmert/Makefile.in dpmert/mr_dpmert_generate_mapper_input -dpmert/*.o decoder/logval_test dtrain/dtrain -dtrain/*.o extools/build_lexical_translation extools/filter_grammar extools/score_grammar -gi/clda/src/.deps/ gi/clda/src/clda -gi/clda/src/clda.o -gi/pyp-topics/src/.deps/ -gi/pyp-topics/src/corpus.o -gi/pyp-topics/src/gammadist.o -gi/pyp-topics/src/gzstream.o -gi/pyp-topics/src/mt19937ar.o gi/pyp-topics/src/pyp-topics-train -gi/pyp-topics/src/pyp-topics.o -gi/pyp-topics/src/train.o m4/libtool.m4 m4/ltoptions.m4 m4/ltsugar.m4 @@ -208,22 +166,11 @@ gi/posterior-regularisation/prjava/prjava.jar gi/pyp-topics/src/pyp-contexts-train extools/sg_lexer.cc gi/posterior-regularisation/prjava/lib/prjava-20100715.jar -*.log -*.bbl -*.aux -*.blg -*.idx -*.pdf -*.dvi -*.ps -*.toc -*~ gi/pf/align-lexonly gi/pf/align-lexonly-pyp gi/pf/condnaive mteval/scorer_test phrasinator/gibbs_train_plm phrasinator/gibbs_train_plm_notables -.* previous.sh dist diff --git a/mteval/Jamfile b/mteval/Jamfile index 6260caea..3ed2c2cc 100644 --- a/mteval/Jamfile +++ b/mteval/Jamfile @@ -1,6 +1,6 @@ import testing ; -lib mteval : ter.cc comb_scorer.cc aer_scorer.cc scorer.cc external_scorer.cc ns.cc ns_ter.cc ns_ext.cc ns_comb.cc ns_docscorer.cc ..//utils : . : : . ..//z ; +lib mteval : ter.cc comb_scorer.cc aer_scorer.cc scorer.cc external_scorer.cc ns.cc ns_ter.cc ns_ext.cc ns_comb.cc ns_docscorer.cc ns_cer.cc ..//utils : . : : . ..//z ; exe fast_score : fast_score.cc mteval ..//utils ..//boost_program_options ; exe mbr_kbest : mbr_kbest.cc mteval ..//utils ..//boost_program_options ; alias programs : fast_score mbr_kbest ; diff --git a/mteval/Makefile.am b/mteval/Makefile.am index 8d844e24..22550c99 100644 --- a/mteval/Makefile.am +++ b/mteval/Makefile.am @@ -8,7 +8,7 @@ TESTS = scorer_test noinst_LIBRARIES = libmteval.a -libmteval_a_SOURCES = ter.cc comb_scorer.cc aer_scorer.cc scorer.cc external_scorer.cc ns.cc ns_ter.cc ns_ext.cc ns_comb.cc ns_docscorer.cc +libmteval_a_SOURCES = ter.cc comb_scorer.cc aer_scorer.cc scorer.cc external_scorer.cc ns.cc ns_ter.cc ns_ext.cc ns_comb.cc ns_docscorer.cc ns_cer.cc fast_score_SOURCES = fast_score.cc fast_score_LDADD = libmteval.a $(top_srcdir)/utils/libutils.a -lz diff --git a/mteval/ns.cc b/mteval/ns.cc index 8d354677..33952da7 100644 --- a/mteval/ns.cc +++ b/mteval/ns.cc @@ -2,6 +2,7 @@ #include "ns_ter.h" #include "ns_ext.h" #include "ns_comb.h" +#include "ns_cer.h" #include #include @@ -254,6 +255,8 @@ EvaluationMetric* EvaluationMetric::Instance(const string& imetric_id) { m = new ExternalMetric("METEOR", "java -Xmx1536m -jar /Users/cdyer/software/meteor/meteor-1.3.jar - - -mira -lower -t tune -l en"); } else if (metric_id.find("COMB:") == 0) { m = new CombinationMetric(metric_id); + } else if (metric_id == "CER") { + m = new CERMetric; } else { cerr << "Implement please: " << metric_id << endl; abort(); diff --git a/mteval/ns_cer.cc b/mteval/ns_cer.cc new file mode 100644 index 00000000..a843d471 --- /dev/null +++ b/mteval/ns_cer.cc @@ -0,0 +1,55 @@ +#include "ns_cer.h" +#include "tdict.h" + +static const unsigned kNUMFIELDS = 2; +static const unsigned kEDITDISTANCE = 0; +static const unsigned kCHARCOUNT = 1; + +bool CERMetric::IsErrorMetric() const { + return true; +} + +unsigned CERMetric::SufficientStatisticsVectorSize() const { + return 2; +} + +unsigned CERMetric::EditDistance(const std::string& hyp, + const std::string& ref) const { + const unsigned m = hyp.size(), n = ref.size(); + std::vector edit((m + 1) * 2); + for(unsigned i = 0; i < n + 1; i++) { + for(unsigned j = 0; j < m + 1; j++) { + if(i == 0) + edit[j] = j; + else if(j == 0) + edit[(i%2)*(m+1)] = i; + else + edit[(i%2)*(m+1) + j] = std::min(std::min(edit[(i%2)*(m+1) + j-1] + 1, + edit[((i-1)%2)*(m+1) + j] + 1), + edit[((i-1)%2)*(m+1) + (j-1)] + + (hyp[j-1] == ref[i-1] ? 0 : 1)); + + } + } + return edit[(n%2)*(m+1) + m]; +} + +void CERMetric::ComputeSufficientStatistics(const std::vector& hyp, + const std::vector >& refs, + SufficientStats* out) const { + out->fields.resize(kNUMFIELDS); + std::string hyp_str(TD::GetString(hyp)); + float best_score = hyp_str.size(); + for (size_t i = 0; i < refs.size(); ++i) { + std::string ref_str(TD::GetString(refs[i])); + float score = EditDistance(hyp_str, ref_str); + if (score < best_score) { + out->fields[kEDITDISTANCE] = score; + out->fields[kCHARCOUNT] = ref_str.size(); + best_score = score; + } + } +} +float CERMetric::ComputeScore(const SufficientStats& stats) const { + return stats.fields[kEDITDISTANCE] / stats.fields[kCHARCOUNT]; +} diff --git a/mteval/ns_cer.h b/mteval/ns_cer.h new file mode 100644 index 00000000..9d211181 --- /dev/null +++ b/mteval/ns_cer.h @@ -0,0 +1,23 @@ +#ifndef _NS_CER_H_ +#define _NS_CER_H_ + +#include "ns.h" + +class CERMetric : public EvaluationMetric { + friend class EvaluationMetric; + private: + unsigned EditDistance(const std::string& hyp, + const std::string& ref) const; + protected: + CERMetric() : EvaluationMetric("CER") {} + + public: + virtual bool IsErrorMetric() const; + virtual unsigned SufficientStatisticsVectorSize() const; + virtual void ComputeSufficientStatistics(const std::vector& hyp, + const std::vector >& refs, + SufficientStats* out) const; + virtual float ComputeScore(const SufficientStats& stats) const; +}; + +#endif diff --git a/python/cdec/score.py b/python/cdec/score.py index d9486ef2..22257774 100644 --- a/python/cdec/score.py +++ b/python/cdec/score.py @@ -1 +1 @@ -from _cdec import BLEU, TER, Metric +from _cdec import BLEU, TER, CER, Metric diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 6d704b1d..44cd6568 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Mon Jul 23 19:56:55 2012 */ +/* Generated by Cython 0.16 on Wed Jul 25 23:56:10 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -1761,13 +1761,14 @@ static char __pyx_k_49[] = "cannot initialize weights with %s"; static char __pyx_k_50[] = "#"; static char __pyx_k_53[] = "Cannot translate input type %s"; static char __pyx_k_56[] = "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi"; -static char __pyx_k_61[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx"; +static char __pyx_k_62[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx"; static char __pyx_k__a[] = "a"; static char __pyx_k__e[] = "e"; static char __pyx_k__f[] = "f"; static char __pyx_k__i[] = "i"; static char __pyx_k__k[] = "k"; static char __pyx_k__pb[] = "pb"; +static char __pyx_k__CER[] = "CER"; static char __pyx_k__TER[] = "TER"; static char __pyx_k__cat[] = "cat"; static char __pyx_k__dot[] = "dot"; @@ -1874,11 +1875,12 @@ static PyObject *__pyx_kp_s_49; static PyObject *__pyx_kp_s_50; static PyObject *__pyx_kp_s_53; static PyObject *__pyx_kp_s_56; -static PyObject *__pyx_kp_s_61; +static PyObject *__pyx_kp_s_62; static PyObject *__pyx_kp_s_7; static PyObject *__pyx_kp_s_8; static PyObject *__pyx_kp_s_9; static PyObject *__pyx_n_s__BLEU; +static PyObject *__pyx_n_s__CER; static PyObject *__pyx_n_s__Exception; static PyObject *__pyx_n_s__IBM_BLEU; static PyObject *__pyx_n_s__IndexError; @@ -1982,9 +1984,10 @@ static PyObject *__pyx_k_tuple_54; static PyObject *__pyx_k_tuple_57; static PyObject *__pyx_k_tuple_58; static PyObject *__pyx_k_tuple_59; +static PyObject *__pyx_k_tuple_60; static PyObject *__pyx_k_codeobj_37; static PyObject *__pyx_k_codeobj_55; -static PyObject *__pyx_k_codeobj_60; +static PyObject *__pyx_k_codeobj_61; /* "_cdec.pyx":6 * cimport decoder @@ -26164,11 +26167,12 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_50, __pyx_k_50, sizeof(__pyx_k_50), 0, 0, 1, 0}, 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192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_59); + __Pyx_INCREF(((PyObject *)__pyx_n_s__CER)); + PyTuple_SET_ITEM(__pyx_k_tuple_59, 0, ((PyObject *)__pyx_n_s__CER)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__CER)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_59)); + /* "_cdec.pyx":28 * class ParseFailed(Exception): pass * @@ -26592,25 +26610,25 @@ static int __Pyx_InitCachedConstants(void) { * for key, value in config.items(): * if isinstance(value, dict): */ - __pyx_k_tuple_59 = PyTuple_New(5); if (unlikely(!__pyx_k_tuple_59)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_59); + __pyx_k_tuple_60 = PyTuple_New(5); if (unlikely(!__pyx_k_tuple_60)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_60); __Pyx_INCREF(((PyObject *)__pyx_n_s__config)); - PyTuple_SET_ITEM(__pyx_k_tuple_59, 0, ((PyObject 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return 0; __pyx_L1_error:; @@ -26831,6 +26849,7 @@ PyMODINIT_FUNC PyInit__cdec(void) * * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') + * CER = Scorer('CER') */ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_57), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); @@ -26841,12 +26860,23 @@ PyMODINIT_FUNC PyInit__cdec(void) * * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< + * CER = Scorer('CER') */ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_58), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":192 + * BLEU = Scorer('IBM_BLEU') + * TER = Scorer('TER') + * CER = Scorer('CER') # <<<<<<<<<<<<<< + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_59), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__CER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + /* "_cdec.pyx":22 * include "mteval.pxi" * diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi index f67f4f04..52d2abc6 100644 --- a/python/src/mteval.pxi +++ b/python/src/mteval.pxi @@ -189,3 +189,4 @@ cdef class Metric: BLEU = Scorer('IBM_BLEU') TER = Scorer('TER') +CER = Scorer('CER') -- cgit v1.2.3 From b2a8bccb2bd713d9ec081cf3dad0162c2cb492d8 Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Fri, 27 Jul 2012 01:16:03 -0400 Subject: [python] Fork of the suffix-array extractor with surface improvements Available as the cdec.sa module, with commande-line helpers: python -m cdec.sa.compile -f ... -e ... -a ... -o sa-out/ -c extract.ini python -m cdec.sa.extract -c extract.ini -g grammars-out/ < input.txt > input.sgml + renamed cdec.scfg -> cdec.sa + Python README --- python/README.md | 33 + python/cdec/sa/__init__.py | 4 + python/cdec/sa/compile.py | 94 + python/cdec/sa/extract.py | 32 + python/cdec/sa/extractor.py | 73 + python/cdec/sa/features.py | 60 + python/cdec/scfg/__init__.py | 1 - python/cdec/scfg/extractor.py | 120 - python/cdec/scfg/features.py | 62 - python/setup.py | 6 +- python/src/sa/_cdec_sa.c | 62490 +++++++++++++++++++++++++++++++++++++ python/src/sa/_cdec_sa.pyx | 29 + python/src/sa/alignment.pxi | 105 + python/src/sa/bilex.pxi | 418 + python/src/sa/data_array.pxi | 146 + python/src/sa/float_list.pxi | 77 + python/src/sa/int_list.pxi | 177 + python/src/sa/lcp.pxi | 89 + python/src/sa/precomputation.pxi | 454 + python/src/sa/rule.pxi | 241 + python/src/sa/rulefactory.pxi | 1794 ++ python/src/sa/str_map.pxi | 23 + python/src/sa/strmap.cc | 232 + python/src/sa/strmap.h | 22 + python/src/sa/suffix_array.pxi | 259 + python/src/sa/sym.pxi | 101 + python/src/sa/veb.pxi | 392 + 27 files changed, 67349 insertions(+), 185 deletions(-) create mode 100644 python/README.md create mode 100644 python/cdec/sa/__init__.py create mode 100644 python/cdec/sa/compile.py create mode 100644 python/cdec/sa/extract.py create mode 100644 python/cdec/sa/extractor.py create mode 100644 python/cdec/sa/features.py delete mode 100644 python/cdec/scfg/__init__.py delete mode 100644 python/cdec/scfg/extractor.py delete mode 100644 python/cdec/scfg/features.py create mode 100644 python/src/sa/_cdec_sa.c create mode 100644 python/src/sa/_cdec_sa.pyx create mode 100644 python/src/sa/alignment.pxi create mode 100644 python/src/sa/bilex.pxi create mode 100644 python/src/sa/data_array.pxi create mode 100644 python/src/sa/float_list.pxi create mode 100644 python/src/sa/int_list.pxi create mode 100644 python/src/sa/lcp.pxi create mode 100644 python/src/sa/precomputation.pxi create mode 100644 python/src/sa/rule.pxi create mode 100644 python/src/sa/rulefactory.pxi create mode 100644 python/src/sa/str_map.pxi create mode 100644 python/src/sa/strmap.cc create mode 100644 python/src/sa/strmap.h create mode 100644 python/src/sa/suffix_array.pxi create mode 100644 python/src/sa/sym.pxi create mode 100644 python/src/sa/veb.pxi diff --git a/python/README.md b/python/README.md new file mode 100644 index 00000000..1ddb61a9 --- /dev/null +++ b/python/README.md @@ -0,0 +1,33 @@ +pycdec is a Python interface to cdec + +## Installation + +pycdec depends on the configobj module: + + pip install configobj + +Build and install pycdec: + + python setup.py install + +## Grammar extractor + +Compile a parallel corpus and a word alignment into a suffix array representation: + + python -m cdec.sa.compile -f f.txt -e e.txt -a a.txt -o output/ -c extract.ini + +Extract grammar rules from the compiled corpus: + + cat input.txt | python -m cdec.sa.extract -c extract.ini -g grammars/ + +This will create per-sentence grammar files in the `grammars` directory and output annotated input suitable for translation with cdec. + +## Library usage + +A basic demo of pycdec's features is available in `test.py` + +More documentation will come as the API becomes stable. + +--- + +pycdec was contributed by [Victor Chahuneau](http://victor.chahuneau.fr) \ No newline at end of file diff --git a/python/cdec/sa/__init__.py b/python/cdec/sa/__init__.py new file mode 100644 index 00000000..ddefa280 --- /dev/null +++ b/python/cdec/sa/__init__.py @@ -0,0 +1,4 @@ +from _cdec_sa import sym_tostring, sym_isvar, sym_fromstring,\ + SuffixArray, DataArray, LCP, Precomputation, Alignment, BiLex,\ + HieroCachingRuleFactory, Sampler +from extractor import GrammarExtractor diff --git a/python/cdec/sa/compile.py b/python/cdec/sa/compile.py new file mode 100644 index 00000000..061cdab2 --- /dev/null +++ b/python/cdec/sa/compile.py @@ -0,0 +1,94 @@ +#!/usr/bin/env python +import argparse +import os +import logging +import configobj +import cdec.sa + +MAX_PHRASE_LENGTH = 4 +def precompute(f_sa, max_len, max_nt, max_size, min_gap, rank1, rank2): + lcp = cdec.sa.LCP(f_sa) + stats = sorted(lcp.compute_stats(MAX_PHRASE_LENGTH), reverse=True) + precomp = cdec.sa.Precomputation(from_stats=stats, + fsarray=f_sa, + precompute_rank=rank1, + precompute_secondary_rank=rank2, + max_length=max_len, + max_nonterminals=max_nt, + train_max_initial_size=max_size, + train_min_gap_size=min_gap) + return precomp + +def main(): + logging.basicConfig(level=logging.INFO) + logger = logging.getLogger('cdec.sa.compile') + parser = argparse.ArgumentParser(description='Compile a corpus into a suffix array.') + parser.add_argument('--maxnt', '-n', type=int, default=2, + help='Maximum number of non-terminal symbols') + parser.add_argument('--maxlen', '-l', type=int, default=5, + help='Maximum number of terminals') + parser.add_argument('--maxsize', '-s', type=int, default=15, + help='Maximum rule span') + parser.add_argument('--mingap', '-g', type=int, default=1, + help='Minimum gap size') + parser.add_argument('--rank1', '-r1', type=int, default=100, + help='Number of pre-computed frequent patterns') + parser.add_argument('--rank2', '-r2', type=int, default=10, + help='Number of pre-computed super-frequent patterns)') + parser.add_argument('-c', '--config', default='/dev/stdout', + help='Output configuration') + parser.add_argument('-o', '--output', required=True, + help='Output path') + parser.add_argument('-f', '--source', required=True, + help='Source language corpus') + parser.add_argument('-e', '--target', required=True, + help='Target language corpus') + parser.add_argument('-a', '--alignment', required=True, + help='Bitext word alignment') + args = parser.parse_args() + + param_names = ("max_len", "max_nt", "max_size", "min_gap", "rank1", "rank2") + params = (args.maxlen, args.maxnt, args.maxsize, args.mingap, args.rank1, args.rank2) + + if not os.path.exists(args.output): + os.mkdir(args.output) + + f_sa_bin = os.path.join(args.output, 'f.sa.bin') + e_bin = os.path.join(args.output, 'e.bin') + precomp_file = 'precomp.{0}.{1}.{2}.{3}.{4}.{5}.bin'.format(*params) + precomp_bin = os.path.join(args.output, precomp_file) + a_bin = os.path.join(args.output, 'a.bin') + lex_bin = os.path.join(args.output, 'lex.bin') + + logger.info('Compiling source suffix array') + f_sa = cdec.sa.SuffixArray(from_text=args.source) + f_sa.write_binary(f_sa_bin) + + logger.info('Compiling target data array') + e = cdec.sa.DataArray(from_text=args.target) + e.write_binary(e_bin) + + logger.info('Precomputing frequent phrases') + precompute(f_sa, *params).write_binary(precomp_bin) + + logger.info('Compiling alignment') + a = cdec.sa.Alignment(from_text=args.alignment) + a.write_binary(a_bin) + + logger.info('Compiling bilexical dictionary') + lex = cdec.sa.BiLex(from_data=True, alignment=a, earray=e, fsarray=f_sa) + lex.write_binary(lex_bin) + + # Write configuration + config = configobj.ConfigObj(args.config, unrepr=True) + config['f_sa_file'] = f_sa_bin + config['e_file'] = e_bin + config['a_file'] = a_bin + config['lex_file'] = lex_bin + config['precompute_file'] = precomp_bin + for name, value in zip(param_names, params): + config[name] = value + config.write() + +if __name__ == '__main__': + main() diff --git a/python/cdec/sa/extract.py b/python/cdec/sa/extract.py new file mode 100644 index 00000000..c6da5e9d --- /dev/null +++ b/python/cdec/sa/extract.py @@ -0,0 +1,32 @@ +#!/usr/bin/env python +import sys +import os +import argparse +import logging +import configobj +import cdec.sa + +def main(): + logging.basicConfig(level=logging.INFO) + parser = argparse.ArgumentParser(description='Extract grammars from a compiled corpus.') + parser.add_argument('-c', '--config', required=True, + help='Extractor configuration') + parser.add_argument('-g', '--grammars', required=True, + help='Grammar output path') + args = parser.parse_args() + + if not os.path.exists(args.grammars): + os.mkdir(args.grammars) + + extractor = cdec.sa.GrammarExtractor(configobj.ConfigObj(args.config, unrepr=True)) + for i, sentence in enumerate(sys.stdin): + sentence = sentence[:-1] + grammar_file = os.path.join(args.grammars, 'grammar.{0}'.format(i)) + with open(grammar_file, 'w') as output: + for rule in extractor.grammar(sentence): + output.write(str(rule)+'\n') + grammar_file = os.path.abspath(grammar_file) + print('{1}'.format(grammar_file, sentence)) + +if __name__ == '__main__': + main() diff --git a/python/cdec/sa/extractor.py b/python/cdec/sa/extractor.py new file mode 100644 index 00000000..c97b3c6f --- /dev/null +++ b/python/cdec/sa/extractor.py @@ -0,0 +1,73 @@ +from itertools import chain +from cdec.sa.features import EgivenFCoherent, SampleCountF, CountEF,\ + MaxLexEgivenF, MaxLexFgivenE, IsSingletonF, IsSingletonFE +import cdec.sa + +# maximum span of a grammar rule in TEST DATA +MAX_INITIAL_SIZE = 15 + +class GrammarExtractor: + def __init__(self, config): + # TODO if str, read config + alignment = cdec.sa.Alignment(from_binary=config['a_file']) + self.factory = cdec.sa.HieroCachingRuleFactory( + # compiled alignment object (REQUIRED) + alignment, + # name of generic nonterminal used by Hiero + category="[X]", + # maximum number of contiguous chunks of terminal symbols in RHS of a rule + max_chunks=config['max_nt']+1, + # maximum span of a grammar rule in TEST DATA + max_initial_size=MAX_INITIAL_SIZE, + # maximum number of symbols (both T and NT) allowed in a rule + max_length=config['max_len'], + # maximum number of nonterminals allowed in a rule (set >2 at your own risk) + max_nonterminals=config['max_nt'], + # maximum number of contiguous chunks of terminal symbols + # in target-side RHS of a rule. + max_target_chunks=config['max_nt']+1, + # maximum number of target side symbols (both T and NT) allowed in a rule. + max_target_length=MAX_INITIAL_SIZE, + # minimum span of a nonterminal in the RHS of a rule in TEST DATA + min_gap_size=1, + # filename of file containing precomputed collocations + precompute_file=config['precompute_file'], + # maximum frequency rank of patterns used to compute triples (< 20) + precompute_secondary_rank=config['rank2'], + # maximum frequency rank of patterns used to compute collocations (< 300) + precompute_rank=config['rank1'], + # require extracted rules to have at least one aligned word + require_aligned_terminal=True, + # require each contiguous chunk of extracted rules + # to have at least one aligned word + require_aligned_chunks=False, + # maximum span of a grammar rule extracted from TRAINING DATA + train_max_initial_size=config['max_size'], + # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA + train_min_gap_size=config['min_gap'], + # True if phrases should be tight, False otherwise (better but slower) + tight_phrases=True, + ) + + # lexical weighting tables + tt = cdec.sa.BiLex(from_binary=config['lex_file']) + + self.models = (EgivenFCoherent, SampleCountF, CountEF, + MaxLexFgivenE(tt), MaxLexEgivenF(tt), IsSingletonF, IsSingletonFE) + + fsarray = cdec.sa.SuffixArray(from_binary=config['f_sa_file']) + edarray = cdec.sa.DataArray(from_binary=config['e_file']) + + # lower=faster, higher=better; improvements level off above 200-300 range, + # -1 = don't sample, use all data (VERY SLOW!) + sampler = cdec.sa.Sampler(300, fsarray) + + self.factory.configure(fsarray, edarray, sampler) + + def grammar(self, sentence): + if isinstance(sentence, unicode): + sentence = sentence.encode('utf8') + cnet = chain(('',), sentence.split(), ('',)) + cnet = (cdec.sa.sym_fromstring(word, terminal=True) for word in cnet) + cnet = tuple(((word, None, 1), ) for word in cnet) + return self.factory.input(cnet, self.models) diff --git a/python/cdec/sa/features.py b/python/cdec/sa/features.py new file mode 100644 index 00000000..8d35d8e6 --- /dev/null +++ b/python/cdec/sa/features.py @@ -0,0 +1,60 @@ +from __future__ import division +import math +import cdec.sa + +MAXSCORE = 99 + +def EgivenF(fphrase, ephrase, paircount, fcount, fsample_count): # p(e|f) + return -math.log10(paircount/fcount) + +def CountEF(fphrase, ephrase, paircount, fcount, fsample_count): + return math.log10(1 + paircount) + +def SampleCountF(fphrase, ephrase, paircount, fcount, fsample_count): + return math.log10(1 + fsample_count) + +def EgivenFCoherent(fphrase, ephrase, paircount, fcount, fsample_count): + prob = paircount/fsample_count + return -math.log10(prob) if prob > 0 else MAXSCORE + +def CoherenceProb(fphrase, ephrase, paircount, fcount, fsample_count): + return -math.log10(fcount/fsample_count) + +def MaxLexEgivenF(ttable): + def feature(fphrase, ephrase, paircount, fcount, fsample_count): + fwords = [cdec.sa.sym_tostring(w) for w in fphrase if not cdec.sa.sym_isvar(w)] + fwords.append('NULL') + ewords = (cdec.sa.sym_tostring(w) for w in ephrase if not cdec.sa.sym_isvar(w)) + def score(): + for e in ewords: + maxScore = max(ttable.get_score(f, e, 0) for f in fwords) + yield -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return sum(score()) + return feature + +def MaxLexFgivenE(ttable): + def feature(fphrase, ephrase, paircount, fcount, fsample_count): + fwords = (cdec.sa.sym_tostring(w) for w in fphrase if not cdec.sa.sym_isvar(w)) + ewords = [cdec.sa.sym_tostring(w) for w in ephrase if not cdec.sa.sym_isvar(w)] + ewords.append('NULL') + def score(): + for f in fwords: + maxScore = max(ttable.get_score(f, e, 1) for e in ewords) + yield -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return sum(score()) + return feature + +def IsSingletonF(fphrase, ephrase, paircount, fcount, fsample_count): + return (fcount == 1) + +def IsSingletonFE(fphrase, ephrase, paircount, fcount, fsample_count): + return (paircount == 1) + +def IsNotSingletonF(fphrase, ephrase, paircount, fcount, fsample_count): + return (fcount > 1) + +def IsNotSingletonFE(fphrase, ephrase, paircount, fcount, fsample_count): + return (paircount > 1) + +def IsFEGreaterThanZero(fphrase, ephrase, paircount, fcount, fsample_count): + return (paircount > 0.01) diff --git a/python/cdec/scfg/__init__.py b/python/cdec/scfg/__init__.py deleted file mode 100644 index 6eb2f88f..00000000 --- a/python/cdec/scfg/__init__.py +++ /dev/null @@ -1 +0,0 @@ -from extractor import GrammarExtractor diff --git a/python/cdec/scfg/extractor.py b/python/cdec/scfg/extractor.py deleted file mode 100644 index 1dfa2421..00000000 --- a/python/cdec/scfg/extractor.py +++ /dev/null @@ -1,120 +0,0 @@ -import sys, os -import re -import StringIO -from itertools import chain - -import clex -import rulefactory -import calignment -import csuf -import cdat -import sym -import log - -from features import EgivenFCoherent, SampleCountF, CountEF,\ - MaxLexEgivenF, MaxLexFgivenE, IsSingletonF, IsSingletonFE -from features import contextless - -log.level = -1 - -class Output(StringIO.StringIO): - def close(self): - pass - - def __str__(self): - return self.getvalue() - -def get_cn(sentence): - sentence = chain(('',), sentence.split(), ('',)) - sentence = (sym.fromstring(word, terminal=True) for word in sentence) - return tuple(((word, None, 1), ) for word in sentence) - -class PhonyGrammar: - def add(self, thing): - pass - -class GrammarExtractor: - def __init__(self, cfg): - if isinstance(cfg, dict): - config = cfg - elif isinstance(cfg, str): - cfg_file = os.path.basename(cfg) - if not re.match(r'^\w+\.py$', cfg_file): - raise ValueError('Config must be a *.py file') - sys.path.append(os.path.dirname(cfg)) - config = __import__(cfg_file.replace('.py', '')).__dict__ - sys.path.pop() - alignment = calignment.Alignment(config['a_file'], from_binary=True) - self.factory = rulefactory.HieroCachingRuleFactory( - # compiled alignment object (REQUIRED) - alignment=alignment, - # name of generic nonterminal used by Hiero - category="[X]", - # do not change for extraction - grammar=PhonyGrammar(), # TODO: set to None? - # maximum number of contiguous chunks of terminal symbols in RHS of a rule. If None, defaults to max_nonterminals+1 - max_chunks=None, - # maximum span of a grammar rule in TEST DATA - max_initial_size=15, - # maximum number of symbols (both T and NT) allowed in a rule - max_length=config['max_len'], - # maximum number of nonterminals allowed in a rule (set >2 at your own risk) - max_nonterminals=config['max_nt'], - # maximum number of contiguous chunks of terminal symbols in target-side RHS of a rule. If None, defaults to max_nonterminals+1 - max_target_chunks=None, - # maximum number of target side symbols (both T and NT) allowed in a rule. If None, defaults to max_initial_size - max_target_length=None, - # minimum span of a nonterminal in the RHS of a rule in TEST DATA - min_gap_size=1, - # filename of file containing precomputed collocations - precompute_file=config['precompute_file'], - # maximum frequency rank of patterns used to compute triples (don't set higher than 20). - precompute_secondary_rank=config['rank2'], - # maximum frequency rank of patterns used to compute collocations (no need to set higher than maybe 200-300) - precompute_rank=config['rank1'], - # require extracted rules to have at least one aligned word - require_aligned_terminal=True, - # require each contiguous chunk of extracted rules to have at least one aligned word - require_aligned_chunks=False, - # generate a complete grammar for each input sentence - per_sentence_grammar=True, - # maximum span of a grammar rule extracted from TRAINING DATA - train_max_initial_size=config['max_size'], - # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA - train_min_gap_size=config['min_gap'], - # True if phrases should be tight, False otherwise (False seems to give better results but is slower) - tight_phrases=True, - ) - self.fsarray = csuf.SuffixArray(config['f_sa_file'], from_binary=True) - self.edarray = cdat.DataArray(config['e_file'], from_binary=True) - - self.factory.registerContext(self) - - # lower=faster, higher=better; improvements level off above 200-300 range, -1 = don't sample, use all data (VERY SLOW!) - self.sampler = rulefactory.Sampler(300) - self.sampler.registerContext(self) - - # lexical weighting tables - tt = clex.CLex(config['lex_file'], from_binary=True) - - self.models = (EgivenFCoherent, SampleCountF, CountEF, - MaxLexFgivenE(tt), MaxLexEgivenF(tt), IsSingletonF, IsSingletonFE) - self.models = tuple(contextless(feature) for feature in self.models) - - def grammar(self, sentence): - if isinstance(sentence, unicode): - sentence = sentence.encode('utf8') - out = Output() - cn = get_cn(sentence) - self.factory.input(cn, output=out) - return str(out) - -def main(config): - extractor = GrammarExtractor(config) - sys.stdout.write(extractor.grammar(next(sys.stdin))) - -if __name__ == '__main__': - if len(sys.argv) != 2 or not sys.argv[1].endswith('.py'): - sys.stderr.write('Usage: %s config.py\n' % sys.argv[0]) - sys.exit(1) - main(*sys.argv[1:]) diff --git a/python/cdec/scfg/features.py b/python/cdec/scfg/features.py deleted file mode 100644 index 6419cdd8..00000000 --- a/python/cdec/scfg/features.py +++ /dev/null @@ -1,62 +0,0 @@ -from __future__ import division -import math -import sym - -def contextless(feature): - feature.compute_contextless_score = feature - return feature - -MAXSCORE = 99 - -def EgivenF(fphrase, ephrase, paircount, fcount, fsample_count): # p(e|f) - return -math.log10(paircount/fcount) - -def CountEF(fphrase, ephrase, paircount, fcount, fsample_count): - return math.log10(1 + paircount) - -def SampleCountF(fphrase, ephrase, paircount, fcount, fsample_count): - return math.log10(1 + fsample_count) - -def EgivenFCoherent(fphrase, ephrase, paircount, fcount, fsample_count): - prob = paircount/fsample_count - return -math.log10(prob) if prob > 0 else MAXSCORE - -def CoherenceProb(fphrase, ephrase, paircount, fcount, fsample_count): - return -math.log10(fcount/fsample_count) - -def MaxLexEgivenF(ttable): - def feature(fphrase, ephrase, paircount, fcount, fsample_count): - fwords = [sym.tostring(w) for w in fphrase if not sym.isvar(w)] + ['NULL'] - ewords = (sym.tostring(w) for w in ephrase if not sym.isvar(w)) - def score(): - for e in ewords: - maxScore = max(ttable.get_score(f, e, 0) for f in fwords) - yield -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return sum(score()) - return feature - -def MaxLexFgivenE(ttable): - def feature(fphrase, ephrase, paircount, fcount, fsample_count): - fwords = (sym.tostring(w) for w in fphrase if not sym.isvar(w)) - ewords = [sym.tostring(w) for w in ephrase if not sym.isvar(w)] + ['NULL'] - def score(): - for f in fwords: - maxScore = max(ttable.get_score(f, e, 1) for e in ewords) - yield -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return sum(score()) - return feature - -def IsSingletonF(fphrase, ephrase, paircount, fcount, fsample_count): - return (fcount == 1) - -def IsSingletonFE(fphrase, ephrase, paircount, fcount, fsample_count): - return (paircount == 1) - -def IsNotSingletonF(fphrase, ephrase, paircount, fcount, fsample_count): - return (fcount > 1) - -def IsNotSingletonFE(fphrase, ephrase, paircount, fcount, fsample_count): - return (paircount > 1) - -def IsFEGreaterThanZero(fphrase, ephrase, paircount, fcount, fsample_count): - return (paircount > 0.01) diff --git a/python/setup.py b/python/setup.py index 701841a4..9ae4a35c 100644 --- a/python/setup.py +++ b/python/setup.py @@ -34,17 +34,19 @@ else: ext_modules = [ Extension(name='_cdec', sources=['src/_cdec.cpp'], - language='C++', include_dirs=INC, library_dirs=LIB, libraries=[BOOST_PROGRAM_OPTIONS, 'z', 'cdec', 'utils', 'mteval', 'training', 'klm', 'klm_util'], extra_compile_args=['-DHAVE_CONFIG_H'], extra_link_args=LINK_ARGS), + Extension(name='_cdec_sa', + sources=['src/sa/_cdec_sa.c', 'src/sa/strmap.cc']) ] setup( name='cdec', ext_modules=ext_modules, - packages=['cdec', 'cdec.scfg'] + requires=['configobj'], + packages=['cdec', 'cdec.sa'] ) diff --git a/python/src/sa/_cdec_sa.c b/python/src/sa/_cdec_sa.c new file mode 100644 index 00000000..5bd9b28c --- /dev/null +++ b/python/src/sa/_cdec_sa.c @@ -0,0 +1,62490 @@ +/* Generated by Cython 0.16 on Fri Jul 27 00:18:44 2012 */ + +#define PY_SSIZE_T_CLEAN +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x02040000 + #error Cython requires Python 2.4+. +#else +#include /* For offsetof */ +#ifndef offsetof +#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif + +#if !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif + +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif + +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif + +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif + +#ifdef PYPY_VERSION +#define CYTHON_COMPILING_IN_PYPY 1 +#define CYTHON_COMPILING_IN_CPYTHON 0 +#else +#define CYTHON_COMPILING_IN_PYPY 0 +#define CYTHON_COMPILING_IN_CPYTHON 1 +#endif + +#if CYTHON_COMPILING_IN_PYPY + #define __Pyx_PyCFunction_Call PyObject_Call +#else + #define __Pyx_PyCFunction_Call PyCFunction_Call +#endif + +#if PY_VERSION_HEX < 0x02050000 + typedef int Py_ssize_t; + #define PY_SSIZE_T_MAX INT_MAX + #define PY_SSIZE_T_MIN INT_MIN + #define PY_FORMAT_SIZE_T "" + #define PyInt_FromSsize_t(z) PyInt_FromLong(z) + #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) + #define PyNumber_Index(o) PyNumber_Int(o) + #define PyIndex_Check(o) PyNumber_Check(o) + #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message) + #define __PYX_BUILD_PY_SSIZE_T "i" +#else + #define __PYX_BUILD_PY_SSIZE_T "n" +#endif + +#if PY_VERSION_HEX < 0x02060000 + #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt) + #define Py_TYPE(ob) (((PyObject*)(ob))->ob_type) + #define Py_SIZE(ob) (((PyVarObject*)(ob))->ob_size) + #define PyVarObject_HEAD_INIT(type, size) \ + PyObject_HEAD_INIT(type) size, + #define PyType_Modified(t) + + typedef struct { + void *buf; + PyObject *obj; + Py_ssize_t len; + Py_ssize_t itemsize; + int readonly; + int ndim; + char *format; + Py_ssize_t *shape; + Py_ssize_t *strides; + Py_ssize_t *suboffsets; + void *internal; + } Py_buffer; + + #define PyBUF_SIMPLE 0 + #define PyBUF_WRITABLE 0x0001 + #define PyBUF_FORMAT 0x0004 + #define PyBUF_ND 0x0008 + #define PyBUF_STRIDES (0x0010 | PyBUF_ND) + #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES) + #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES) + #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES) + #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES) + #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE) + #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE) + + typedef int (*getbufferproc)(PyObject *, Py_buffer *, int); + typedef void (*releasebufferproc)(PyObject *, Py_buffer *); +#endif + +#if PY_MAJOR_VERSION < 3 + #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) +#else + #define __Pyx_BUILTIN_MODULE_NAME "builtins" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) +#endif + +#if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6 + #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict") +#endif + +#if PY_MAJOR_VERSION >= 3 + #define Py_TPFLAGS_CHECKTYPES 0 + #define Py_TPFLAGS_HAVE_INDEX 0 +#endif + +#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3) + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif + + +#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_GET_LENGTH) + #define CYTHON_PEP393_ENABLED 1 + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) +#else + #define CYTHON_PEP393_ENABLED 0 + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) +#endif + +#if PY_MAJOR_VERSION >= 3 + #define PyBaseString_Type PyUnicode_Type + #define PyStringObject PyUnicodeObject + #define PyString_Type PyUnicode_Type + #define PyString_Check PyUnicode_Check + #define PyString_CheckExact PyUnicode_CheckExact +#endif + +#if PY_VERSION_HEX < 0x02060000 + #define PyBytesObject PyStringObject + #define PyBytes_Type PyString_Type + #define PyBytes_Check PyString_Check + #define PyBytes_CheckExact PyString_CheckExact + #define PyBytes_FromString PyString_FromString + #define PyBytes_FromStringAndSize PyString_FromStringAndSize + #define PyBytes_FromFormat PyString_FromFormat + #define PyBytes_DecodeEscape PyString_DecodeEscape + #define PyBytes_AsString PyString_AsString + #define PyBytes_AsStringAndSize PyString_AsStringAndSize + #define PyBytes_Size PyString_Size + #define PyBytes_AS_STRING PyString_AS_STRING + #define PyBytes_GET_SIZE PyString_GET_SIZE + #define PyBytes_Repr PyString_Repr + #define PyBytes_Concat PyString_Concat + #define PyBytes_ConcatAndDel PyString_ConcatAndDel +#endif + +#if PY_VERSION_HEX < 0x02060000 + #define PySet_Check(obj) PyObject_TypeCheck(obj, &PySet_Type) + #define PyFrozenSet_Check(obj) PyObject_TypeCheck(obj, &PyFrozenSet_Type) +#endif +#ifndef PySet_CheckExact + #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) +#endif + +#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) + +#if PY_MAJOR_VERSION >= 3 + #define PyIntObject PyLongObject + #define PyInt_Type PyLong_Type + #define PyInt_Check(op) PyLong_Check(op) + #define PyInt_CheckExact(op) PyLong_CheckExact(op) + #define PyInt_FromString PyLong_FromString + #define PyInt_FromUnicode PyLong_FromUnicode + #define PyInt_FromLong PyLong_FromLong + #define PyInt_FromSize_t PyLong_FromSize_t + #define PyInt_FromSsize_t PyLong_FromSsize_t + #define PyInt_AsLong PyLong_AsLong + #define PyInt_AS_LONG PyLong_AS_LONG + #define PyInt_AsSsize_t PyLong_AsSsize_t + #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask + #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask +#endif + +#if PY_MAJOR_VERSION >= 3 + #define PyBoolObject PyLongObject +#endif + +#if PY_VERSION_HEX < 0x03020000 + typedef long Py_hash_t; + #define __Pyx_PyInt_FromHash_t PyInt_FromLong + #define __Pyx_PyInt_AsHash_t PyInt_AsLong +#else + #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t + #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t +#endif + +#if (PY_MAJOR_VERSION < 3) || (PY_VERSION_HEX >= 0x03010300) + #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b) + #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value) + #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b) +#else + #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0))) + #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1))) + #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1))) +#endif + +#if PY_MAJOR_VERSION >= 3 + #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) +#endif + +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n))) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n))) +#else + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n)) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n)) +#endif + +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_NAMESTR(n) ((char *)(n)) + #define __Pyx_DOCSTR(n) ((char *)(n)) +#else + #define __Pyx_NAMESTR(n) (n) + #define __Pyx_DOCSTR(n) (n) +#endif + +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#else + #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) +#endif + +#ifndef __PYX_EXTERN_C + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#if defined(WIN32) || defined(MS_WINDOWS) +#define _USE_MATH_DEFINES +#endif +#include +#define __PYX_HAVE___cdec_sa +#define __PYX_HAVE_API___cdec_sa +#include "stdio.h" +#include "stdlib.h" +#include "string.h" +#include "strmap.h" +#include "math.h" +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#ifdef PYREX_WITHOUT_ASSERTIONS +#define CYTHON_WITHOUT_ASSERTIONS +#endif + + +/* inline attribute */ +#ifndef CYTHON_INLINE + #if defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif + +/* unused attribute */ +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif + +typedef struct {PyObject **p; char *s; const long n; const char* encoding; const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/ + + +/* Type Conversion Predeclarations */ + +#define __Pyx_PyBytes_FromUString(s) PyBytes_FromString((char*)s) +#define __Pyx_PyBytes_AsUString(s) ((unsigned char*) PyBytes_AsString(s)) + +#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) +#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x); + +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); + +#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) +#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) + +#ifdef __GNUC__ + /* Test for GCC > 2.95 */ + #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)) + #define likely(x) __builtin_expect(!!(x), 1) + #define unlikely(x) __builtin_expect(!!(x), 0) + #else /* __GNUC__ > 2 ... */ + #define likely(x) (x) + #define unlikely(x) (x) + #endif /* __GNUC__ > 2 ... */ +#else /* __GNUC__ */ + #define likely(x) (x) + #define unlikely(x) (x) +#endif /* __GNUC__ */ + +static PyObject *__pyx_m; +static PyObject *__pyx_b; +static PyObject *__pyx_empty_tuple; +static PyObject *__pyx_empty_bytes; +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * __pyx_cfilenm= __FILE__; +static const char *__pyx_filename; + + +static const char *__pyx_f[] = { + "_cdec_sa.pyx", + "float_list.pxi", + "int_list.pxi", + "data_array.pxi", + "alignment.pxi", + "bilex.pxi", + "veb.pxi", + "rule.pxi", + "rulefactory.pxi", + "lcp.pxi", + "sym.pxi", + "precomputation.pxi", + "suffix_array.pxi", + "str_map.pxi", +}; + +/*--- Type declarations ---*/ +struct __pyx_obj_8_cdec_sa_VEB; +struct __pyx_obj_8_cdec_sa_Sampler; +struct __pyx_obj_8_cdec_sa_BitSet; +struct __pyx_obj_8_cdec_sa_DataArray; +struct __pyx_obj_8_cdec_sa_TrieNode; +struct __pyx_obj_8_cdec_sa_VEBIterator; +struct __pyx_obj_8_cdec_sa_BitSetIterator; +struct __pyx_obj_8_cdec_sa_Phrase; +struct __pyx_obj_8_cdec_sa_IntList; +struct __pyx_obj_8_cdec_sa_ExtendedTrieNode; +struct __pyx_obj_8_cdec_sa_PhraseLocation; +struct __pyx_obj_8_cdec_sa_Rule; +struct __pyx_obj_8_cdec_sa_LCP; +struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory; +struct __pyx_obj_8_cdec_sa___pyx_scope_struct__compute_stats; +struct __pyx_obj_8_cdec_sa_BiLex; +struct __pyx_obj_8_cdec_sa_SuffixArray; +struct __pyx_obj_8_cdec_sa_StringMap; +struct __pyx_obj_8_cdec_sa_TrieMap; +struct __pyx_obj_8_cdec_sa_Alphabet; +struct __pyx_obj_8_cdec_sa_Alignment; +struct __pyx_obj_8_cdec_sa___pyx_scope_struct_1_input; +struct __pyx_obj_8_cdec_sa_Precomputation; +struct __pyx_obj_8_cdec_sa_FloatList; +struct __pyx_obj_8_cdec_sa_TrieTable; +struct __pyx_t_8_cdec_sa__node; +struct __pyx_t_8_cdec_sa__BitSet; +struct __pyx_t_8_cdec_sa__VEB; +struct __pyx_t_8_cdec_sa__Trie_Edge; +struct __pyx_t_8_cdec_sa__Trie_Node; +struct __pyx_t_8_cdec_sa_match_node; +struct __pyx_t_8_cdec_sa_Matching; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":9 + * from libc.string cimport memset, strcpy, strlen + * + * cdef struct _node: # <<<<<<<<<<<<<< + * _node* smaller + * _node* bigger + */ +struct __pyx_t_8_cdec_sa__node { + struct __pyx_t_8_cdec_sa__node *smaller; + struct __pyx_t_8_cdec_sa__node *bigger; + int key; + int val; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":30 + * _init_lower_mask() + * + * cdef struct _BitSet: # <<<<<<<<<<<<<< + * long bitset + * int min_val + */ +struct __pyx_t_8_cdec_sa__BitSet { + long bitset; + int min_val; + int max_val; + int size; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":168 + * return result + * + * cdef struct _VEB: # <<<<<<<<<<<<<< + * int top_universe_size + * int num_bottom_bits + */ +struct __pyx_t_8_cdec_sa__VEB { + int top_universe_size; + int num_bottom_bits; + int max_val; + int min_val; + int size; + void *top; + void **bottom; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":10 + * cdef struct _Trie_Node # forward decl + * + * cdef struct _Trie_Edge: # <<<<<<<<<<<<<< + * int val + * _Trie_Node* node + */ +struct __pyx_t_8_cdec_sa__Trie_Edge { + int val; + struct __pyx_t_8_cdec_sa__Trie_Node *node; + struct __pyx_t_8_cdec_sa__Trie_Edge *bigger; + struct __pyx_t_8_cdec_sa__Trie_Edge *smaller; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":8 + * from libc.string cimport memset, memcpy + * + * cdef struct _Trie_Node # forward decl # <<<<<<<<<<<<<< + * + * cdef struct _Trie_Edge: + */ +struct __pyx_t_8_cdec_sa__Trie_Node { + struct __pyx_t_8_cdec_sa__Trie_Edge *root; + int *arr; + int arr_len; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":48 + * + * # linked list structure for storing matches in BaselineRuleFactory + * cdef struct match_node: # <<<<<<<<<<<<<< + * int* match + * match_node* next + */ +struct __pyx_t_8_cdec_sa_match_node { + int *match; + struct __pyx_t_8_cdec_sa_match_node *next; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":145 + * + * # struct used to encapsulate a single matching + * cdef struct Matching: # <<<<<<<<<<<<<< + * int* arr + * int start + */ +struct __pyx_t_8_cdec_sa_Matching { + int *arr; + int start; + int end; + int sent_id; + int size; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":354 + * + * + * cdef class VEB: # <<<<<<<<<<<<<< + * cdef _VEB* veb + * cdef int _findsucc(self, int i) + */ +struct __pyx_obj_8_cdec_sa_VEB { + PyObject_HEAD + struct __pyx_vtabstruct_8_cdec_sa_VEB *__pyx_vtab; + struct __pyx_t_8_cdec_sa__VEB *veb; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":79 + * + * + * cdef class Sampler: # <<<<<<<<<<<<<< + * '''A Sampler implements a logic for choosing + * samples from a population range''' + */ +struct __pyx_obj_8_cdec_sa_Sampler { + PyObject_HEAD + int sample_size; + struct __pyx_obj_8_cdec_sa_IntList *sa; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":118 + * # (entirely C-implemented) _BitSet struct. + * # Very slow; use only for debugging + * cdef class BitSet: # <<<<<<<<<<<<<< + * + * cdef _BitSet* b + */ +struct __pyx_obj_8_cdec_sa_BitSet { + PyObject_HEAD + struct __pyx_t_8_cdec_sa__BitSet *b; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":9 + * from libc.string cimport memset, strcpy, strlen + * + * cdef class DataArray: # <<<<<<<<<<<<<< + * cdef word2id + * cdef id2word + */ +struct __pyx_obj_8_cdec_sa_DataArray { + PyObject_HEAD + struct __pyx_vtabstruct_8_cdec_sa_DataArray *__pyx_vtab; + PyObject *word2id; + PyObject *id2word; + struct __pyx_obj_8_cdec_sa_IntList *data; + struct __pyx_obj_8_cdec_sa_IntList *sent_id; + struct __pyx_obj_8_cdec_sa_IntList *sent_index; + int use_sent_id; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":18 + * cdef int EPSILON = sym_fromstring('*EPS*', True) + * + * cdef class TrieNode: # <<<<<<<<<<<<<< + * cdef public children + * + */ +struct __pyx_obj_8_cdec_sa_TrieNode { + PyObject_HEAD + PyObject *children; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":340 + * + * + * cdef class VEBIterator: # <<<<<<<<<<<<<< + * cdef _VEB* v + * cdef int next_val + */ +struct __pyx_obj_8_cdec_sa_VEBIterator { + PyObject_HEAD + struct __pyx_t_8_cdec_sa__VEB *v; + int next_val; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":100 + * + * + * cdef class BitSetIterator: # <<<<<<<<<<<<<< + * cdef _BitSet* b + * cdef int next_val + */ +struct __pyx_obj_8_cdec_sa_BitSetIterator { + PyObject_HEAD + struct __pyx_t_8_cdec_sa__BitSet *b; + int next_val; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":4 + * from libc.string cimport strsep, strcpy, strlen + * + * cdef class Phrase: # <<<<<<<<<<<<<< + * cdef int *syms + * cdef int n, *varpos, n_vars + */ +struct __pyx_obj_8_cdec_sa_Phrase { + PyObject_HEAD + struct __pyx_vtabstruct_8_cdec_sa_Phrase *__pyx_vtab; + int *syms; + int n; + int *varpos; + int n_vars; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":9 + * from libc.string cimport memset, memcpy + * + * cdef class IntList: # <<<<<<<<<<<<<< + * cdef int size + * cdef int increment + */ +struct __pyx_obj_8_cdec_sa_IntList { + PyObject_HEAD + struct __pyx_vtabstruct_8_cdec_sa_IntList *__pyx_vtab; + int size; + int increment; + int len; + int *arr; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":24 + * self.children = {} + * + * cdef class ExtendedTrieNode(TrieNode): # <<<<<<<<<<<<<< + * cdef public phrase + * cdef public phrase_location + */ +struct __pyx_obj_8_cdec_sa_ExtendedTrieNode { + struct __pyx_obj_8_cdec_sa_TrieNode __pyx_base; + PyObject *phrase; + PyObject *phrase_location; + PyObject *suffix_link; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":56 + * # in the suffix array; if discontiguous, it is the set of + * # actual locations (packed into an array) + * cdef class PhraseLocation: # <<<<<<<<<<<<<< + * cdef int sa_low + * cdef int sa_high + */ +struct __pyx_obj_8_cdec_sa_PhraseLocation { + PyObject_HEAD + struct __pyx_vtabstruct_8_cdec_sa_PhraseLocation *__pyx_vtab; + int sa_low; + int sa_high; + int arr_low; + int arr_high; + struct __pyx_obj_8_cdec_sa_IntList *arr; + int num_subpatterns; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":159 + * return start + * + * cdef class Rule: # <<<<<<<<<<<<<< + * cdef public int lhs + * cdef readonly Phrase f, e + */ +struct __pyx_obj_8_cdec_sa_Rule { + PyObject_HEAD + int lhs; + struct __pyx_obj_8_cdec_sa_Phrase *f; + struct __pyx_obj_8_cdec_sa_Phrase *e; + float *cscores; + int n_scores; + PyObject *word_alignments; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":5 + * as k most frequent n-grams""" + * + * cdef class LCP: # <<<<<<<<<<<<<< + * cdef SuffixArray sa + * cdef IntList lcp + */ +struct __pyx_obj_8_cdec_sa_LCP { + PyObject_HEAD + struct __pyx_obj_8_cdec_sa_SuffixArray *sa; + struct __pyx_obj_8_cdec_sa_IntList *lcp; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":201 + * + * + * cdef class HieroCachingRuleFactory: # <<<<<<<<<<<<<< + * '''This RuleFactory implements a caching + * method using TrieTable, which makes phrase + */ +struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory { + PyObject_HEAD + struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *__pyx_vtab; + struct __pyx_obj_8_cdec_sa_TrieTable *rules; + struct __pyx_obj_8_cdec_sa_Sampler *sampler; + int max_chunks; + int max_target_chunks; + int max_length; + int max_target_length; + int max_nonterminals; + int max_initial_size; + int train_max_initial_size; + int min_gap_size; + int train_min_gap_size; + int category; + PyObject *precomputed_index; + PyObject *precomputed_collocations; + PyObject *precompute_file; + PyObject *max_rank; + int precompute_rank; + int precompute_secondary_rank; + int use_baeza_yates; + int use_index; + int use_collocations; + float by_slack_factor; + PyObject *prev_norm_prefix; + float extract_time; + struct __pyx_obj_8_cdec_sa_SuffixArray *fsa; + struct __pyx_obj_8_cdec_sa_DataArray *fda; + struct __pyx_obj_8_cdec_sa_DataArray *eda; + struct __pyx_obj_8_cdec_sa_Alignment *alignment; + struct __pyx_obj_8_cdec_sa_IntList *eid2symid; + struct __pyx_obj_8_cdec_sa_IntList *fid2symid; + int tight_phrases; + int require_aligned_terminal; + int require_aligned_chunks; + struct __pyx_obj_8_cdec_sa_IntList *findexes; + struct __pyx_obj_8_cdec_sa_IntList *findexes1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":36 + * logger.info("LCP array completed") + * + * def compute_stats(self, int max_n): # <<<<<<<<<<<<<< + * """Note: the output of this function is not exact. In + * particular, the frequency associated with each word is + */ +struct __pyx_obj_8_cdec_sa___pyx_scope_struct__compute_stats { + PyObject_HEAD + int __pyx_v_N; + int __pyx_v_freq; + int __pyx_v_h; + int __pyx_v_i; + int __pyx_v_ii; + int __pyx_v_iii; + int __pyx_v_j; + int __pyx_v_k; + int __pyx_v_max_n; + int __pyx_v_n; + PyObject *__pyx_v_ngram; + struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_ngram_start; + PyObject *__pyx_v_ngram_starts; + int __pyx_v_rs; + struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_run_start; + struct __pyx_obj_8_cdec_sa_LCP *__pyx_v_self; + int __pyx_v_valid; + struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_veb; + int __pyx_t_0; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":47 + * + * + * cdef class BiLex: # <<<<<<<<<<<<<< + * cdef FloatList col1 + * cdef FloatList col2 + */ +struct __pyx_obj_8_cdec_sa_BiLex { + PyObject_HEAD + struct __pyx_vtabstruct_8_cdec_sa_BiLex *__pyx_vtab; + struct __pyx_obj_8_cdec_sa_FloatList *col1; + struct __pyx_obj_8_cdec_sa_FloatList *col2; + struct __pyx_obj_8_cdec_sa_IntList *f_index; + struct __pyx_obj_8_cdec_sa_IntList *e_index; + PyObject *id2eword; + PyObject *id2fword; + PyObject *eword2id; + PyObject *fword2id; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":6 + * from libc.stdio cimport FILE, fclose, fopen + * + * cdef class SuffixArray: # <<<<<<<<<<<<<< + * cdef DataArray darray + * cdef IntList sa + */ +struct __pyx_obj_8_cdec_sa_SuffixArray { + PyObject_HEAD + struct __pyx_vtabstruct_8_cdec_sa_SuffixArray *__pyx_vtab; + struct __pyx_obj_8_cdec_sa_DataArray *darray; + struct __pyx_obj_8_cdec_sa_IntList *sa; + struct __pyx_obj_8_cdec_sa_IntList *ha; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":8 + * char* stringmap_word(StrMap *vocab, int i) + * + * cdef class StringMap: # <<<<<<<<<<<<<< + * cdef StrMap *vocab + * cdef char *word(self, int i) + */ +struct __pyx_obj_8_cdec_sa_StringMap { + PyObject_HEAD + struct __pyx_vtabstruct_8_cdec_sa_StringMap *__pyx_vtab; + StrMap *vocab; 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/*proto*/ + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ + +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (!j) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +#define __Pyx_GetItemInt_List(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_List_Fast(o, i) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i) { + if (likely(o != Py_None)) { + if (likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, i); 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NULL : __Pyx_PyBool_FromLong(b); +} + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { + if (likely(PyList_CheckExact(L))) { + if (PyList_Append(L, x) < 0) return NULL; + Py_INCREF(Py_None); + return Py_None; /* this is just to have an accurate signature */ + } + else { + PyObject *r, *m; + m = __Pyx_GetAttrString(L, "append"); + if (!m) return NULL; + r = PyObject_CallFunctionObjArgs(m, x, NULL); + Py_DECREF(m); + return r; + } +} + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */ + +static CYTHON_INLINE long __Pyx_mod_long(long, long); /* proto */ + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ + +#define __Pyx_SetItemInt(o, i, v, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_SetItemInt_Fast(o, i, v) : \ + __Pyx_SetItemInt_Generic(o, to_py_func(i), v)) +static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { + int r; + if (!j) return -1; + r = PyObject_SetItem(o, j, v); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v) { + if (PyList_CheckExact(o)) { + Py_ssize_t n = (likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if (likely((n >= 0) & (n < PyList_GET_SIZE(o)))) { + PyObject* old = PyList_GET_ITEM(o, n); + Py_INCREF(v); + PyList_SET_ITEM(o, n, v); + Py_DECREF(old); + return 1; + } + } + else if (likely(i >= 0)) { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_ass_item)) { + return m->sq_ass_item(o, i, v); + } + } + return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v); +} + +static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ +#define __Pyx_PyObject_AsDouble(obj) \ +((likely(PyFloat_CheckExact(obj))) ? \ + PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj)) + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact); /*proto*/ + +#if PY_VERSION_HEX < 0x02050000 +#ifndef PyAnySet_CheckExact +#define PyAnySet_CheckExact(ob) \ + ((ob)->ob_type == &PySet_Type || \ + (ob)->ob_type == &PyFrozenSet_Type) +#define PySet_New(iterable) \ + PyObject_CallFunctionObjArgs((PyObject *)&PySet_Type, (iterable), NULL) +#define Pyx_PyFrozenSet_New(iterable) \ + PyObject_CallFunctionObjArgs((PyObject *)&PyFrozenSet_Type, (iterable), NULL) +#define PySet_Size(anyset) \ + PyObject_Size((anyset)) +#define PySet_Contains(anyset, key) \ + PySequence_Contains((anyset), (key)) +#define PySet_Pop(set) \ + PyObject_CallMethod(set, (char *)"pop", NULL) +static CYTHON_INLINE int PySet_Clear(PyObject *set) { + PyObject *ret = PyObject_CallMethod(set, (char *)"clear", NULL); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +static CYTHON_INLINE int PySet_Discard(PyObject *set, PyObject *key) { + PyObject *ret = PyObject_CallMethod(set, (char *)"discard", (char *)"O", key); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +static CYTHON_INLINE int PySet_Add(PyObject *set, PyObject *key) { + PyObject *ret = PyObject_CallMethod(set, (char *)"add", (char *)"O", key); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +#endif /* PyAnySet_CheckExact (<= Py2.4) */ +#endif /* < Py2.5 */ + +static CYTHON_INLINE void __Pyx_RaiseNoneIndexingError(void); + +#if PY_MAJOR_VERSION >= 3 +static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) { + PyObject *value; + if (unlikely(d == Py_None)) { + __Pyx_RaiseNoneIndexingError(); + return NULL; + } + value = PyDict_GetItemWithError(d, key); + if (unlikely(!value)) { + if (!PyErr_Occurred()) + PyErr_SetObject(PyExc_KeyError, key); + return NULL; + } + Py_INCREF(value); + return value; +} +#else + #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) +#endif + +static CYTHON_INLINE int __Pyx_div_int(int, int); /* proto */ + +#define UNARY_NEG_WOULD_OVERFLOW(x) (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02040000 + if (likely(PyList_CheckExact(L)) + && likely(PyList_GET_SIZE(L) > (((PyListObject*)L)->allocated >> 1))) { + Py_SIZE(L) -= 1; + return PyList_GET_ITEM(L, PyList_GET_SIZE(L)); + } +#if PY_VERSION_HEX >= 0x02050000 + else if (Py_TYPE(L) == (&PySet_Type)) { + return PySet_Pop(L); + } +#endif +#endif + return PyObject_CallMethod(L, (char*)"pop", NULL); +} + +static PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value) { + PyObject* value; +#if PY_MAJOR_VERSION >= 3 + value = PyDict_GetItemWithError(d, key); + if (unlikely(!value)) { + if (unlikely(PyErr_Occurred())) + return NULL; + if (unlikely(PyDict_SetItem(d, key, default_value) == -1)) + return NULL; + value = default_value; + } + Py_INCREF(value); +#else + if (PyString_CheckExact(key) || PyUnicode_CheckExact(key) || PyInt_CheckExact(key)) { + value = PyDict_GetItem(d, key); + if (unlikely(!value)) { + if (unlikely(PyDict_SetItem(d, key, default_value) == -1)) + return NULL; + value = default_value; + } + Py_INCREF(value); + } else { + PyObject *m; + m = __Pyx_GetAttrString(d, "setdefault"); + if (!m) return NULL; + value = PyObject_CallFunctionObjArgs(m, key, default_value, NULL); + Py_DECREF(m); + } +#endif + return value; +} + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level); /*proto*/ + +static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *); + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *); + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *); + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *); + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *); + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *); + +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *); + +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *); + +static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *); + +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *); + +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); + +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); + +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename); /*proto*/ + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +#define __Pyx_Generator_USED +#include +typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); +typedef struct { + PyObject_HEAD + __pyx_generator_body_t body; + PyObject *closure; + int is_running; + int resume_label; + PyObject *exc_type; + PyObject *exc_value; + PyObject *exc_traceback; + PyObject *gi_weakreflist; + PyObject *classobj; +} __pyx_GeneratorObject; +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure); +static int __pyx_Generator_init(void); + +static int __Pyx_check_binary_version(void); + +static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ + +typedef struct { + int code_line; + PyCodeObject* code_object; +} __Pyx_CodeObjectCacheEntry; +struct __Pyx_CodeObjectCache { + int count; + int max_count; + __Pyx_CodeObjectCacheEntry* entries; +}; +static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); +static PyCodeObject *__pyx_find_code_object(int code_line); +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); + +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename); /*proto*/ + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ + + +/* Module declarations from 'libc.stdio' */ + +/* Module declarations from 'libc.stdlib' */ + +/* Module declarations from 'libc.string' */ + +/* Module declarations from 'libc.math' */ + +/* Module declarations from '_cdec_sa' */ +static PyTypeObject *__pyx_ptype_8_cdec_sa_FloatList = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_IntList = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_StringMap = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_DataArray = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_Alignment = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_BiLex = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_BitSetIterator = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_BitSet = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_VEBIterator = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_VEB = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_LCP = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_Alphabet = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_Phrase = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_Rule = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_TrieMap = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_Precomputation = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_SuffixArray = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_TrieNode = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_ExtendedTrieNode = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_TrieTable = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_PhraseLocation = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_Sampler = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa_HieroCachingRuleFactory = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa___pyx_scope_struct__compute_stats = 0; +static PyTypeObject *__pyx_ptype_8_cdec_sa___pyx_scope_struct_1_input = 0; +static int __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE; +static int __pyx_v_8_cdec_sa_MIN_BOTTOM_BITS; +static int __pyx_v_8_cdec_sa_LOWER_MASK[32]; +static int __pyx_v_8_cdec_sa_INDEX_SHIFT; +static int __pyx_v_8_cdec_sa_INDEX_MASK; +static struct __pyx_obj_8_cdec_sa_Alphabet *__pyx_v_8_cdec_sa_ALPHABET = 0; +static int __pyx_v_8_cdec_sa_PRECOMPUTE; +static int __pyx_v_8_cdec_sa_MERGE; +static int __pyx_v_8_cdec_sa_BAEZA_YATES; +static int __pyx_v_8_cdec_sa_EPSILON; +static float __pyx_f_8_cdec_sa_monitor_cpu(void); /*proto*/ +static struct __pyx_t_8_cdec_sa__node *__pyx_f_8_cdec_sa_new_node(int); /*proto*/ +static PyObject *__pyx_f_8_cdec_sa_del_node(struct __pyx_t_8_cdec_sa__node *); /*proto*/ +static int *__pyx_f_8_cdec_sa_get_val(struct __pyx_t_8_cdec_sa__node *, int); /*proto*/ +static void __pyx_f_8_cdec_sa__init_lower_mask(void); /*proto*/ +static struct __pyx_t_8_cdec_sa__BitSet *__pyx_f_8_cdec_sa_new_BitSet(void); /*proto*/ +static int __pyx_f_8_cdec_sa_bitset_findsucc(struct __pyx_t_8_cdec_sa__BitSet *, int); /*proto*/ +static int __pyx_f_8_cdec_sa_bitset_insert(struct __pyx_t_8_cdec_sa__BitSet *, int); /*proto*/ +static int __pyx_f_8_cdec_sa_bitset_contains(struct __pyx_t_8_cdec_sa__BitSet *, int); /*proto*/ +static PyObject *__pyx_f_8_cdec_sa_dec2bin(long); /*proto*/ +static struct __pyx_t_8_cdec_sa__VEB *__pyx_f_8_cdec_sa_new_VEB(int); /*proto*/ +static int __pyx_f_8_cdec_sa_VEB_insert(struct __pyx_t_8_cdec_sa__VEB *, int); /*proto*/ +static PyObject *__pyx_f_8_cdec_sa_del_VEB(struct __pyx_t_8_cdec_sa__VEB *); /*proto*/ +static int __pyx_f_8_cdec_sa_VEB_findsucc(struct __pyx_t_8_cdec_sa__VEB *, int); /*proto*/ +static int __pyx_f_8_cdec_sa_VEB_contains(struct __pyx_t_8_cdec_sa__VEB *, int); /*proto*/ +static int __pyx_f_8_cdec_sa_sym_setindex(int, int); /*proto*/ +static struct __pyx_t_8_cdec_sa__Trie_Node *__pyx_f_8_cdec_sa_new_trie_node(void); /*proto*/ +static struct __pyx_t_8_cdec_sa__Trie_Edge *__pyx_f_8_cdec_sa_new_trie_edge(int); /*proto*/ +static PyObject *__pyx_f_8_cdec_sa_free_trie_node(struct __pyx_t_8_cdec_sa__Trie_Node *); /*proto*/ +static PyObject *__pyx_f_8_cdec_sa_free_trie_edge(struct __pyx_t_8_cdec_sa__Trie_Edge *); /*proto*/ +static struct __pyx_t_8_cdec_sa__Trie_Node *__pyx_f_8_cdec_sa_trie_find(struct __pyx_t_8_cdec_sa__Trie_Node *, int); /*proto*/ +static PyObject *__pyx_f_8_cdec_sa_trie_node_data_append(struct __pyx_t_8_cdec_sa__Trie_Node *, int); /*proto*/ +static struct __pyx_t_8_cdec_sa__Trie_Node *__pyx_f_8_cdec_sa_trie_insert(struct __pyx_t_8_cdec_sa__Trie_Node *, int); /*proto*/ +static PyObject *__pyx_f_8_cdec_sa_trie_node_to_map(struct __pyx_t_8_cdec_sa__Trie_Node *, PyObject *, PyObject *, int); /*proto*/ +static PyObject *__pyx_f_8_cdec_sa_trie_edge_to_map(struct __pyx_t_8_cdec_sa__Trie_Edge *, PyObject *, PyObject *, int); /*proto*/ +static void __pyx_f_8_cdec_sa_assign_matching(struct __pyx_t_8_cdec_sa_Matching *, int *, int, int, int *); /*proto*/ +static int *__pyx_f_8_cdec_sa_append_combined_matching(int *, struct __pyx_t_8_cdec_sa_Matching *, struct __pyx_t_8_cdec_sa_Matching *, int, int, int *); /*proto*/ +static int *__pyx_f_8_cdec_sa_extend_arr(int *, int *, int *, int); /*proto*/ +static int __pyx_f_8_cdec_sa_median(int, int, int); /*proto*/ +static void __pyx_f_8_cdec_sa_find_comparable_matchings(int, int, int *, int, int, int *, int *); /*proto*/ +#define __Pyx_MODULE_NAME "_cdec_sa" +int __pyx_module_is_main__cdec_sa = 0; + +/* Implementation of '_cdec_sa' */ +static PyObject *__pyx_builtin_open; +static PyObject *__pyx_builtin_IndexError; +static PyObject *__pyx_builtin_range; +static PyObject *__pyx_builtin_TypeError; +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_map; +static PyObject *__pyx_builtin_Exception; +static PyObject *__pyx_builtin_zip; +static PyObject *__pyx_builtin_StopIteration; +static PyObject *__pyx_builtin_cmp; +static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_sorted; +static PyObject *__pyx_pf_8_cdec_sa_gzip_or_text(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_8_cdec_sa_9FloatList___cinit__(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ +static void __pyx_pf_8_cdec_sa_9FloatList_2__dealloc__(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9FloatList_4__getitem__(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_8_cdec_sa_9FloatList_6__setitem__(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ +static Py_ssize_t __pyx_pf_8_cdec_sa_9FloatList_8__len__(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9FloatList_10append(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, float __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9FloatList_12write(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9FloatList_14read(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_8_cdec_sa_7IntList___cinit__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_2__str__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_4index(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_val); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_6partition(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_8_doquicksort(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_10sort(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_12reset(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ +static void __pyx_pf_8_cdec_sa_7IntList_14__dealloc__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_16__getitem__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ +static int __pyx_pf_8_cdec_sa_7IntList_18__setitem__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ +static Py_ssize_t __pyx_pf_8_cdec_sa_7IntList_20__len__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_22getSize(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_24append(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_26extend(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_28write(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7IntList_30read(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_8_cdec_sa_9StringMap___cinit__(struct __pyx_obj_8_cdec_sa_StringMap *__pyx_v_self); /* proto */ +static void __pyx_pf_8_cdec_sa_9StringMap_2__dealloc__(struct __pyx_obj_8_cdec_sa_StringMap *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_9DataArray___cinit__(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, int __pyx_v_use_sent_id); /* proto */ +static Py_ssize_t __pyx_pf_8_cdec_sa_9DataArray_2__len__(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9DataArray_4getSentId(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9DataArray_6getSent(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9DataArray_8getSentPos(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9DataArray_10get_id(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_word); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9DataArray_12get_word(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_id); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9DataArray_14write_text(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9DataArray_16read_text(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9DataArray_18read_binary(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9DataArray_20write_binary(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9DataArray_22write_enhanced_handle(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9DataArray_24write_enhanced(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9Alignment_unlink(CYTHON_UNUSED struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_link); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9Alignment_2get_sent_links(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id); /* proto */ +static int __pyx_pf_8_cdec_sa_9Alignment_4__cinit__(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9Alignment_6read_text(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9Alignment_8read_binary(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9Alignment_10write_text(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9Alignment_12write_binary(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9Alignment_14write_enhanced(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9Alignment_16alignment(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_8_cdec_sa_5BiLex___cinit__(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_from_text, PyObject *__pyx_v_from_data, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_earray, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_alignment); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_5BiLex_2write_binary(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_5BiLex_4read_binary(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_5BiLex_6get_e_id(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_eword); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_5BiLex_8get_f_id(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_5BiLex_10read_text(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_5BiLex_12write_enhanced(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_5BiLex_14get_score(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword, PyObject *__pyx_v_eword, PyObject *__pyx_v_col); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_5BiLex_16write_text(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_14BitSetIterator___next__(struct __pyx_obj_8_cdec_sa_BitSetIterator *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_6BitSet___cinit__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ +static void __pyx_pf_8_cdec_sa_6BitSet_2__dealloc__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6BitSet_4__iter__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6BitSet_6insert(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6BitSet_8findsucc(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6BitSet_10__str__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6BitSet_12min(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6BitSet_14max(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_8_cdec_sa_6BitSet_16__len__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_6BitSet_18__contains__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11VEBIterator___next__(struct __pyx_obj_8_cdec_sa_VEBIterator *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_3VEB___cinit__(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self, int __pyx_v_size); /* proto */ +static void __pyx_pf_8_cdec_sa_3VEB_2__dealloc__(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_3VEB_4__iter__(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_3VEB_6insert(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_3VEB_8findsucc(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static Py_ssize_t __pyx_pf_8_cdec_sa_3VEB_10__len__(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_3VEB_12__contains__(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_8_cdec_sa_3LCP___cinit__(struct __pyx_obj_8_cdec_sa_LCP *__pyx_v_self, struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_sa); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_3LCP_2compute_stats(struct __pyx_obj_8_cdec_sa_LCP *__pyx_v_self, int __pyx_v_max_n); /* proto */ +static int __pyx_pf_8_cdec_sa_8Alphabet___cinit__(struct __pyx_obj_8_cdec_sa_Alphabet *__pyx_v_self); /* proto */ +static void __pyx_pf_8_cdec_sa_8Alphabet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_8_cdec_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_8Alphabet_9terminals___get__(struct __pyx_obj_8_cdec_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_8Alphabet_12nonterminals___get__(struct __pyx_obj_8_cdec_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_2sym_tostring(CYTHON_UNUSED PyObject *__pyx_self, int __pyx_v_sym); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_4sym_fromstring(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_string, int __pyx_v_terminal); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6sym_isvar(CYTHON_UNUSED PyObject *__pyx_self, int __pyx_v_sym); /* proto */ +static int __pyx_pf_8_cdec_sa_6Phrase___cinit__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_words); /* proto */ +static void __pyx_pf_8_cdec_sa_6Phrase_2__dealloc__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6Phrase_4__str__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6Phrase_6handle(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6Phrase_8strhandle(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6Phrase_10arity(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6Phrase_12getvarpos(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6Phrase_14getvar(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6Phrase_16clen(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_k); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6Phrase_18getchunk(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_ci); /* proto */ +#if PY_MAJOR_VERSION < 3 +static int __pyx_pf_8_cdec_sa_6Phrase_20__cmp__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +#endif +static Py_hash_t __pyx_pf_8_cdec_sa_6Phrase_22__hash__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_8_cdec_sa_6Phrase_24__len__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6Phrase_26__getitem__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6Phrase_28__iter__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_6Phrase_30subst(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_children); /* proto */ +static int __pyx_pf_8_cdec_sa_4Rule___cinit__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, int __pyx_v_lhs, struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_f, struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_word_alignments); /* proto */ +static void __pyx_pf_8_cdec_sa_4Rule_2__dealloc__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ +static Py_hash_t __pyx_pf_8_cdec_sa_4Rule_4__hash__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ +#if PY_MAJOR_VERSION < 3 +static int __pyx_pf_8_cdec_sa_4Rule_6__cmp__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_other); /* proto */ +#endif +static PyObject *__pyx_pf_8_cdec_sa_4Rule_8__iadd__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_4Rule_10fmerge(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_4Rule_12arity(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_4Rule_14__str__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_4Rule_6scores___get__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_4Rule_6scores_2__set__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, PyObject *__pyx_v_s); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_4Rule_3lhs___get__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_4Rule_3lhs_2__set__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_4Rule_1f___get__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_4Rule_1e___get__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_4Rule_15word_alignments___get__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_4Rule_15word_alignments_2__set__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_8_cdec_sa_4Rule_15word_alignments_4__del__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_7TrieMap___cinit__(struct __pyx_obj_8_cdec_sa_TrieMap *__pyx_v_self, int __pyx_v_alphabet_size); /* proto */ +static void __pyx_pf_8_cdec_sa_7TrieMap_2__dealloc__(struct __pyx_obj_8_cdec_sa_TrieMap *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7TrieMap_4insert(struct __pyx_obj_8_cdec_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7TrieMap_6contains(struct __pyx_obj_8_cdec_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7TrieMap_8toMap(struct __pyx_obj_8_cdec_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_flag); /* proto */ +static int __pyx_pf_8_cdec_sa_14Precomputation___cinit__(struct __pyx_obj_8_cdec_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_from_stats, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_precompute_rank, PyObject *__pyx_v_precompute_secondary_rank, PyObject *__pyx_v_max_length, PyObject *__pyx_v_max_nonterminals, PyObject *__pyx_v_train_max_initial_size, PyObject *__pyx_v_train_min_gap_size); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_14Precomputation_2read_binary(struct __pyx_obj_8_cdec_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_14Precomputation_4write_binary(struct __pyx_obj_8_cdec_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_14Precomputation_6precompute(struct __pyx_obj_8_cdec_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_stats, struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_sarray); /* proto */ +static int __pyx_pf_8_cdec_sa_11SuffixArray___cinit__(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_2__getitem__(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_4getSentId(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_6getSent(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_8getSentPos(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_10read_text(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_12q3sort(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, int __pyx_v_h, struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_isa, PyObject *__pyx_v_pad); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_14write_text(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_16read_binary(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_18write_binary(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_20write_enhanced(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_22lookup(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_word, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high); /* proto */ +static int __pyx_pf_8_cdec_sa_8TrieNode___cinit__(struct __pyx_obj_8_cdec_sa_TrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_8TrieNode_8children___get__(struct __pyx_obj_8_cdec_sa_TrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_8TrieNode_8children_2__set__(struct __pyx_obj_8_cdec_sa_TrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_8_cdec_sa_8TrieNode_8children_4__del__(struct __pyx_obj_8_cdec_sa_TrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode___cinit__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_phrase, PyObject *__pyx_v_phrase_location, PyObject *__pyx_v_suffix_link); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_16ExtendedTrieNode_6phrase___get__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_6phrase_2__set__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_6phrase_4__del__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_16ExtendedTrieNode_15phrase_location___get__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_15phrase_location_2__set__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_15phrase_location_4__del__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_16ExtendedTrieNode_11suffix_link___get__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_11suffix_link_2__set__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_11suffix_link_4__del__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_9TrieTable___cinit__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_extended); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9TrieTable_8extended___get__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_9TrieTable_8extended_2__set__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9TrieTable_5count___get__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_9TrieTable_5count_2__set__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_9TrieTable_4root___get__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_9TrieTable_4root_2__set__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_8_cdec_sa_9TrieTable_4root_4__del__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_8_cdec_sa_14PhraseLocation___cinit__(struct __pyx_obj_8_cdec_sa_PhraseLocation *__pyx_v_self, int __pyx_v_sa_low, int __pyx_v_sa_high, int __pyx_v_arr_low, int __pyx_v_arr_high, PyObject *__pyx_v_arr, int __pyx_v_num_subpatterns); /* proto */ +static int __pyx_pf_8_cdec_sa_7Sampler___cinit__(struct __pyx_obj_8_cdec_sa_Sampler *__pyx_v_self, int __pyx_v_sample_size, struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_fsarray); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_7Sampler_2sample(struct __pyx_obj_8_cdec_sa_Sampler *__pyx_v_self, struct __pyx_obj_8_cdec_sa_PhraseLocation *__pyx_v_phrase_location); /* proto */ +static int __pyx_pf_8_cdec_sa_23HieroCachingRuleFactory___cinit__(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_alignment, float __pyx_v_by_slack_factor, char *__pyx_v_category, PyObject *__pyx_v_max_chunks, unsigned int __pyx_v_max_initial_size, unsigned int __pyx_v_max_length, unsigned int __pyx_v_max_nonterminals, PyObject *__pyx_v_max_target_chunks, PyObject *__pyx_v_max_target_length, unsigned int __pyx_v_min_gap_size, PyObject *__pyx_v_precompute_file, unsigned int __pyx_v_precompute_secondary_rank, unsigned int __pyx_v_precompute_rank, int __pyx_v_require_aligned_terminal, int __pyx_v_require_aligned_chunks, unsigned int __pyx_v_train_max_initial_size, unsigned int __pyx_v_train_min_gap_size, int __pyx_v_tight_phrases, int __pyx_v_use_baeza_yates, int __pyx_v_use_collocations, int __pyx_v_use_index); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_2configure(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_fsarray, struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_edarray, struct __pyx_obj_8_cdec_sa_Sampler *__pyx_v_sampler); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_4pattern2phrase(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_6pattern2phrase_plus(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_8precompute(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_10get_precomputed_collocation(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_phrase); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_12advance(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_frontier, PyObject *__pyx_v_res, PyObject *__pyx_v_fwords); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_14get_all_nodes_isteps_away(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_skip, PyObject *__pyx_v_i, PyObject *__pyx_v_spanlen, PyObject *__pyx_v_pathlen, PyObject *__pyx_v_fwords, PyObject *__pyx_v_next_states, PyObject *__pyx_v_reachable_buffer); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_16reachable(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_dist); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_18shortest(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_ito); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_20get_next_states(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v__columns, PyObject *__pyx_v_curr_idx, PyObject *__pyx_v_min_dist); /* proto */ +static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_22input(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_models); /* proto */ +static char __pyx_k_1[] = ".gz"; +static char __pyx_k_2[] = "Requested index %d of %d-length FloatList"; +static char __pyx_k_3[] = "IntList["; +static char __pyx_k_4[] = ","; +static char __pyx_k_5[] = "]"; +static char __pyx_k_6[] = "len="; +static char __pyx_k_7[] = "Requested index %d of %d-length IntList"; +static char __pyx_k_8[] = "Requested index %d:%d of %d-length IntList"; +static char __pyx_k_9[] = "Illegal key type %s for IntList"; +static char __pyx_k_13[] = "%s "; +static char __pyx_k_14[] = "\n"; +static char __pyx_k_18[] = "%d "; +static char __pyx_k_22[] = "%s %d "; +static char __pyx_k_24[] = "write_enhanced_handle"; +static char __pyx_k_28[] = "-"; +static char __pyx_k_32[] = "%d-%d "; +static char __pyx_k_39[] = "%d-%d out of bounds (I=%d,J=%d) in line %d\n"; +static char __pyx_k_42[] = ""; +static char __pyx_k_43[] = "Sort error in CLex"; +static char __pyx_k_45[] = " "; +static char __pyx_k_47[] = "%d %f %f "; +static char __pyx_k_49[] = "%d %s "; +static char __pyx_k_53[] = "%s %s %.6f %.6f\n"; +static char __pyx_k_55[] = " ("; +static char __pyx_k_56[] = ")"; +static char __pyx_k_57[] = "Constructing LCP array"; +static char __pyx_k_59[] = "LCP array completed"; +static char __pyx_k_61[] = "[%s,%d]"; +static char __pyx_k_62[] = "[%s]"; +static char __pyx_k_63[] = "\\"; +static char __pyx_k_64[] = " "; +static char __pyx_k_65[] = "Invalid LHS symbol: %d"; +static char __pyx_k_66[] = "%d-%d"; +static char __pyx_k_67[] = " ||| "; +static char __pyx_k_68[] = "precompute_secondary_rank"; +static char __pyx_k_69[] = "train_max_initial_size"; +static char __pyx_k_70[] = "Precomputing frequent intersections"; +static char __pyx_k_72[] = " Computing inverted indexes..."; +static char __pyx_k_74[] = " Computing collocations..."; +static char __pyx_k_76[] = " %d sentences"; +static char __pyx_k_81[] = "X "; +static char __pyx_k_82[] = "ERROR: unexpected pattern %s in set of precomputed collocations"; +static char __pyx_k_83[] = "RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d"; +static char __pyx_k_84[] = "Precomputed collocations for %d patterns out of %d possible (upper bound %d)"; +static char __pyx_k_85[] = "Precomputed inverted index for %d patterns "; +static char __pyx_k_86[] = "Precomputation took %f seconds"; +static char __pyx_k_87[] = " Bucket sort took %f seconds"; +static char __pyx_k_88[] = " Refining, sort depth = %d"; +static char __pyx_k_89[] = " Refinement took %f seconds"; +static char __pyx_k_90[] = " Finalizing sort..."; +static char __pyx_k_92[] = "Suffix array construction took %f seconds"; +static char __pyx_k_93[] = "Unexpected condition found in q3sort: sort from %d to %d"; +static char __pyx_k_98[] = "Sampling strategy: uniform, max sample size = %d"; +static char __pyx_k_99[] = "Sampling strategy: no sampling"; +static char __pyx_k__0[] = "0"; +static char __pyx_k__1[] = "1"; +static char __pyx_k__e[] = "e"; +static char __pyx_k__f[] = "f"; +static char __pyx_k__h[] = "h"; +static char __pyx_k__i[] = "i"; +static char __pyx_k__j[] = "j"; +static char __pyx_k__r[] = "r"; +static char __pyx_k__w[] = "w"; +static char __pyx_k_101[] = "require_aligned_terminal"; +static char __pyx_k_102[] = "require_aligned_chunks"; +static char __pyx_k_103[] = "[X]"; +static char __pyx_k_104[] = "Must specify an alignment object"; +static char __pyx_k_106[] = "Reading precomputed data from file %s... "; +static char __pyx_k_107[] = "Precomputation done with max nonterminals %d, decoder uses %d"; +static char __pyx_k_108[] = "Precomputation done with max terminals %d, decoder uses %d"; +static char __pyx_k_109[] = "Precomputation done with max initial size %d, decoder uses %d"; +static char __pyx_k_110[] = "Precomputation done with min gap size %d, decoder uses %d"; +static char __pyx_k_111[] = "Converting %d hash keys on precomputed inverted index... "; +static char __pyx_k_112[] = "Converting %d hash keys on precomputed collocations... "; +static char __pyx_k_113[] = "Processing precomputations took %f seconds"; +static char __pyx_k_114[] = "{"; + static char __pyx_k_115[] = "("; +static char __pyx_k_116[] = "}"; +static char __pyx_k_117[] = "get_precomputed_collocation"; +static char __pyx_k_118[] = "double binary"; +static char __pyx_k_119[] = "Keyword trie error"; +static char __pyx_k_121[] = "get_all_nodes_isteps_away"; +static char __pyx_k_122[] = "Total time for rule lookup, extraction, and scoring = %f seconds"; +static char __pyx_k_123[] = " Extract time = %f seconds"; +static char __pyx_k_124[] = "No aligned terminals"; +static char __pyx_k_125[] = "Unaligned chunk"; +static char __pyx_k_126[] = "Gaps are not tight phrases"; +static char __pyx_k_127[] = "Inside edges of preceding subphrase are not tight"; +static char __pyx_k_128[] = "Inside edges of following subphrase are not tight"; +static char __pyx_k_129[] = "Subphrase [%d, %d] failed integrity check"; +static char __pyx_k_130[] = "Didn't extract anything from [%d, %d] -> [%d, %d]"; +static char __pyx_k_131[] = "Unable to extract basic phrase"; +static char __pyx_k_134[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/_cdec_sa.pyx"; +static char __pyx_k_135[] = "cdec.sa"; +static char __pyx_k_139[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi"; +static char __pyx_k_144[] = "*EPS*"; +static char __pyx_k__gc[] = "gc"; +static char __pyx_k__sa[] = "sa"; +static char __pyx_k__arr[] = "arr"; +static char __pyx_k__cmp[] = "cmp"; +static char __pyx_k__col[] = "col"; +static char __pyx_k__end[] = "end"; +static char __pyx_k__isa[] = "isa"; +static char __pyx_k__ito[] = "ito"; +static char __pyx_k__lhs[] = "lhs"; +static char __pyx_k__low[] = "low"; +static char __pyx_k__map[] = "map"; +static char __pyx_k__pad[] = "pad"; +static char __pyx_k__res[] = "res"; +static char __pyx_k__sym[] = "sym"; +static char __pyx_k__zip[] = "zip"; +static char __pyx_k__NULL[] = "NULL"; +static char __pyx_k__dist[] = "dist"; +static char __pyx_k__gzip[] = "gzip"; +static char __pyx_k__high[] = "high"; +static char __pyx_k__info[] = "info"; +static char __pyx_k__join[] = "join"; +static char __pyx_k__open[] = "open"; +static char __pyx_k__seek[] = "seek"; +static char __pyx_k__size[] = "size"; +static char __pyx_k__skip[] = "skip"; +static char __pyx_k__stop[] = "stop"; +static char __pyx_k__warn[] = "warn"; +static char __pyx_k__word[] = "word"; +static char __pyx_k___SEP_[] = "_SEP_"; +static char __pyx_k__arity[] = "arity"; +static char __pyx_k__debug[] = "debug"; +static char __pyx_k__eword[] = "eword"; +static char __pyx_k__fword[] = "fword"; +static char __pyx_k__ifrom[] = "ifrom"; +static char __pyx_k__index[] = "index"; +static char __pyx_k__merge[] = "merge"; +static char __pyx_k__range[] = "range"; +static char __pyx_k__reset[] = "reset"; +static char __pyx_k__split[] = "split"; +static char __pyx_k__start[] = "start"; +static char __pyx_k__stats[] = "stats"; +static char __pyx_k__toMap[] = "toMap"; +static char __pyx_k__words[] = "words"; +static char __pyx_k__write[] = "write"; +static char __pyx_k__earray[] = "earray"; +static char __pyx_k__extend[] = "extend"; +static char __pyx_k__fwords[] = "fwords"; +static char __pyx_k__get_id[] = "get_id"; +static char __pyx_k__insert[] = "insert"; +static char __pyx_k__logger[] = "logger"; +static char __pyx_k__lookup[] = "lookup"; +static char __pyx_k__models[] = "models"; +static char __pyx_k__offset[] = "offset"; +static char __pyx_k__phrase[] = "phrase"; +static char __pyx_k__q3sort[] = "q3sort"; +static char __pyx_k__sa_low[] = "sa_low"; +static char __pyx_k__sample[] = "sample"; +static char __pyx_k__sarray[] = "sarray"; +static char __pyx_k__scores[] = "scores"; +static char __pyx_k__sorted[] = "sorted"; +static char __pyx_k__string[] = "string"; +static char __pyx_k__unlink[] = "unlink"; +static char __pyx_k__advance[] = "advance"; +static char __pyx_k__arr_low[] = "arr_low"; +static char __pyx_k__collect[] = "collect"; +static char __pyx_k__edarray[] = "edarray"; +static char __pyx_k__fsarray[] = "fsarray"; +static char __pyx_k__getSent[] = "getSent"; +static char __pyx_k__logging[] = "logging"; +static char __pyx_k__pathlen[] = "pathlen"; +static char __pyx_k__sa_high[] = "sa_high"; +static char __pyx_k__sampler[] = "sampler"; +static char __pyx_k__spanlen[] = "spanlen"; +static char __pyx_k__GzipFile[] = "GzipFile"; +static char __pyx_k____exit__[] = "__exit__"; +static char __pyx_k____main__[] = "__main__"; +static char __pyx_k____test__[] = "__test__"; +static char __pyx_k___cdec_sa[] = "_cdec_sa"; +static char __pyx_k___columns[] = "_columns"; +static char __pyx_k__arr_high[] = "arr_high"; +static char __pyx_k__category[] = "category"; +static char __pyx_k__children[] = "children"; +static char __pyx_k__curr_idx[] = "curr_idx"; +static char __pyx_k__extended[] = "extended"; +static char __pyx_k__filename[] = "filename"; +static char __pyx_k__frontier[] = "frontier"; +static char __pyx_k__get_e_id[] = "get_e_id"; +static char __pyx_k__get_f_id[] = "get_f_id"; +static char __pyx_k__get_word[] = "get_word"; +static char __pyx_k__getchunk[] = "getchunk"; +static char __pyx_k__min_dist[] = "min_dist"; +static char __pyx_k__resource[] = "resource"; +static char __pyx_k__ru_stime[] = "ru_stime"; +static char __pyx_k__ru_utime[] = "ru_utime"; +static char __pyx_k__shortest[] = "shortest"; +static char __pyx_k__terminal[] = "terminal"; +static char __pyx_k__Exception[] = "Exception"; +static char __pyx_k__TypeError[] = "TypeError"; +static char __pyx_k____enter__[] = "__enter__"; +static char __pyx_k__alignment[] = "alignment"; +static char __pyx_k__enumerate[] = "enumerate"; +static char __pyx_k__from_data[] = "from_data"; +static char __pyx_k__from_text[] = "from_text"; +static char __pyx_k__getLogger[] = "getLogger"; +static char __pyx_k__getSentId[] = "getSentId"; +static char __pyx_k__getrusage[] = "getrusage"; +static char __pyx_k__increment[] = "increment"; +static char __pyx_k__iteritems[] = "iteritems"; +static char __pyx_k__partition[] = "partition"; +static char __pyx_k__reachable[] = "reachable"; +static char __pyx_k__read_text[] = "read_text"; +static char __pyx_k__sym_isvar[] = "sym_isvar"; +static char __pyx_k__use_index[] = "use_index"; +static char __pyx_k__IndexError[] = "IndexError"; +static char __pyx_k__ValueError[] = "ValueError"; +static char __pyx_k__from_stats[] = "from_stats"; +static char __pyx_k__getSentPos[] = "getSentPos"; +static char __pyx_k__max_chunks[] = "max_chunks"; +static char __pyx_k__max_length[] = "max_length"; +static char __pyx_k__precompute[] = "precompute"; +static char __pyx_k__setdefault[] = "setdefault"; +static char __pyx_k__write_text[] = "write_text"; +static char __pyx_k__END_OF_FILE[] = "END_OF_FILE"; +static char __pyx_k__END_OF_LINE[] = "END_OF_LINE"; +static char __pyx_k__RUSAGE_SELF[] = "RUSAGE_SELF"; +static char __pyx_k__from_binary[] = "from_binary"; +static char __pyx_k__initial_len[] = "initial_len"; +static char __pyx_k__next_states[] = "next_states"; +static char __pyx_k__precomputed[] = "precomputed"; +static char __pyx_k__read_binary[] = "read_binary"; +static char __pyx_k__sample_size[] = "sample_size"; 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+ + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":127 + * f_i = fsent[i] + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 # <<<<<<<<<<<<<< + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: + */ + (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":128 + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 # <<<<<<<<<<<<<< + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) + */ + (__pyx_v_emargin[__pyx_v_e_j]) = ((__pyx_v_emargin[__pyx_v_e_j]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":129 + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: # <<<<<<<<<<<<<< + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 + */ + __pyx_t_10 = ((__pyx_v_dict[__pyx_v_f_i]) == NULL); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":130 + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) # <<<<<<<<<<<<<< + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 + */ + (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_8_cdec_sa_new_node(__pyx_v_e_j); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":131 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * else: + */ + (__pyx_v_dict[__pyx_v_f_i])->val = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":132 + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * else: + * count = get_val(dict[f_i], e_j) + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L16; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":134 + * num_pairs = num_pairs + 1 + * else: + * count = get_val(dict[f_i], e_j) # <<<<<<<<<<<<<< + * if count[0] == 0: + * num_pairs = num_pairs + 1 + */ + __pyx_v_count = __pyx_f_8_cdec_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_e_j); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":135 + * else: + * count = get_val(dict[f_i], e_j) + * if count[0] == 0: # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + */ + __pyx_t_10 = ((__pyx_v_count[0]) == 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":136 + * count = get_val(dict[f_i], e_j) + * if count[0] == 0: + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * count[0] = count[0] + 1 + * # add count + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":137 + * if count[0] == 0: + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 # <<<<<<<<<<<<<< + * # add count + * faligned[i] = 1 + */ + (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":139 + * count[0] = count[0] + 1 + * # add count + * faligned[i] = 1 # <<<<<<<<<<<<<< + * ealigned[j] = 1 + * for i from 0 <= i < I: + */ + (__pyx_v_faligned[__pyx_v_i]) = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":140 + * # add count + * faligned[i] = 1 + * ealigned[j] = 1 # <<<<<<<<<<<<<< + * for i from 0 <= i < I: + * if faligned[i] == 0: + */ + (__pyx_v_ealigned[__pyx_v_j]) = 1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":141 + * faligned[i] = 1 + * ealigned[j] = 1 + * for i from 0 <= i < I: # <<<<<<<<<<<<<< + * if faligned[i] == 0: + * f_i = fsent[i] + */ + __pyx_t_7 = __pyx_v_I; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":142 + * ealigned[j] = 1 + * for i from 0 <= i < I: + * if faligned[i] == 0: # <<<<<<<<<<<<<< + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 + */ + __pyx_t_10 = ((__pyx_v_faligned[__pyx_v_i]) == 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":143 + * for i from 0 <= i < I: + * if faligned[i] == 0: + * f_i = fsent[i] # <<<<<<<<<<<<<< + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 + */ + __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":144 + * if faligned[i] == 0: + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 # <<<<<<<<<<<<<< + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: + */ + (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":145 + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 # <<<<<<<<<<<<<< + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) + */ + (__pyx_v_emargin[__pyx_v_null_word]) = ((__pyx_v_emargin[__pyx_v_null_word]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":146 + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: # <<<<<<<<<<<<<< + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 + */ + __pyx_t_10 = ((__pyx_v_dict[__pyx_v_f_i]) == NULL); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":147 + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) # <<<<<<<<<<<<<< + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 + */ + (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_8_cdec_sa_new_node(__pyx_v_null_word); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":148 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * else: + */ + (__pyx_v_dict[__pyx_v_f_i])->val = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":149 + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * else: + * count = get_val(dict[f_i], null_word) + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L21; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":151 + * num_pairs = num_pairs + 1 + * else: + * count = get_val(dict[f_i], null_word) # <<<<<<<<<<<<<< + * if count[0] == 0: + * num_pairs = num_pairs + 1 + */ + __pyx_v_count = __pyx_f_8_cdec_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_null_word); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":152 + * else: + * count = get_val(dict[f_i], null_word) + * if count[0] == 0: # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + */ + __pyx_t_10 = ((__pyx_v_count[0]) == 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":153 + * count = get_val(dict[f_i], null_word) + * if count[0] == 0: + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * count[0] = count[0] + 1 + * for j from 0 <= j < J: + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":154 + * if count[0] == 0: + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 # <<<<<<<<<<<<<< + * for j from 0 <= j < J: + * if ealigned[j] == 0: + */ + (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); + } + __pyx_L21:; + goto __pyx_L20; + } + __pyx_L20:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":155 + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + * for j from 0 <= j < J: # <<<<<<<<<<<<<< + * if ealigned[j] == 0: + * e_j = esent[j] + */ + __pyx_t_7 = __pyx_v_J; + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_7; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":156 + * count[0] = count[0] + 1 + * for j from 0 <= j < J: + * if ealigned[j] == 0: # <<<<<<<<<<<<<< + * e_j = esent[j] + * fmargin[null_word] = fmargin[null_word] + 1 + */ + __pyx_t_10 = ((__pyx_v_ealigned[__pyx_v_j]) == 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":157 + * for j from 0 <= j < J: + * if ealigned[j] == 0: + * e_j = esent[j] # <<<<<<<<<<<<<< + * fmargin[null_word] = fmargin[null_word] + 1 + * emargin[e_j] = emargin[e_j] + 1 + */ + __pyx_v_e_j = (__pyx_v_esent[__pyx_v_j]); 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+ if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":238 + * subb = <_BitSet*> veb.bottom[a] + * if bitset_insert(subb, b) == 0: + * return 0 # <<<<<<<<<<<<<< + * + * if i > veb.max_val: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L10; + } + __pyx_L10:; + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":240 + * return 0 + * + * if i > veb.max_val: # <<<<<<<<<<<<<< + * veb.max_val = i + * veb.size = veb.size + 1 + */ + __pyx_t_3 = (__pyx_v_i > __pyx_v_veb->max_val); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":241 + * + * if i > veb.max_val: + * veb.max_val = i # <<<<<<<<<<<<<< + * veb.size = veb.size + 1 + * return 1 + */ + __pyx_v_veb->max_val = __pyx_v_i; + goto __pyx_L11; + } + __pyx_L11:; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":242 + * if i > veb.max_val: + * veb.max_val = i + * veb.size = veb.size + 1 # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_v_veb->size = (__pyx_v_veb->size + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":243 + * veb.max_val = i + * veb.size = veb.size + 1 + * return 1 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = 1; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":246 + * + * + * cdef del_VEB(_VEB* veb): # <<<<<<<<<<<<<< + * cdef int i + * + */ + +static PyObject *__pyx_f_8_cdec_sa_del_VEB(struct __pyx_t_8_cdec_sa__VEB *__pyx_v_veb) { + int __pyx_v_i; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + PyObject *__pyx_t_2 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("del_VEB", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":249 + * cdef int i + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * i = (<_VEB*> veb.top).min_val + * else: + */ + __pyx_t_1 = (__pyx_v_veb->top_universe_size > __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":250 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * i = (<_VEB*> veb.top).min_val # <<<<<<<<<<<<<< + * else: + * i = (<_BitSet*> veb.top).min_val + */ + __pyx_v_i = ((struct __pyx_t_8_cdec_sa__VEB *)__pyx_v_veb->top)->min_val; + goto __pyx_L3; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":252 + * i = (<_VEB*> veb.top).min_val + * else: + * i = (<_BitSet*> veb.top).min_val # <<<<<<<<<<<<<< + * + * while i != -1: + */ + __pyx_v_i = ((struct __pyx_t_8_cdec_sa__BitSet *)__pyx_v_veb->top)->min_val; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":254 + * i = (<_BitSet*> veb.top).min_val + * + * while i != -1: # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * del_VEB(<_VEB*> veb.bottom[i]) + */ + while (1) { + __pyx_t_1 = (__pyx_v_i != -1); + if (!__pyx_t_1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":255 + * + * while i != -1: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * del_VEB(<_VEB*> veb.bottom[i]) + * else: + */ + __pyx_t_1 = (__pyx_v_veb->num_bottom_bits > __pyx_v_8_cdec_sa_MIN_BOTTOM_BITS); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":256 + * while i != -1: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * del_VEB(<_VEB*> veb.bottom[i]) # <<<<<<<<<<<<<< + * else: + * free(<_BitSet*> veb.bottom[i]) + */ + __pyx_t_2 = __pyx_f_8_cdec_sa_del_VEB(((struct __pyx_t_8_cdec_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_i]))); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + goto __pyx_L6; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":258 + * del_VEB(<_VEB*> veb.bottom[i]) + * else: + * free(<_BitSet*> veb.bottom[i]) # <<<<<<<<<<<<<< + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + free(((struct __pyx_t_8_cdec_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_i]))); + } + __pyx_L6:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":260 + * free(<_BitSet*> veb.bottom[i]) + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * i = VEB_findsucc(<_VEB*> veb.top, i) + * else: + */ + __pyx_t_1 = (__pyx_v_veb->top_universe_size > __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":261 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * i = VEB_findsucc(<_VEB*> veb.top, i) # <<<<<<<<<<<<<< + * else: + * i = bitset_findsucc(<_BitSet*> veb.top, i) + */ + __pyx_v_i = __pyx_f_8_cdec_sa_VEB_findsucc(((struct __pyx_t_8_cdec_sa__VEB *)__pyx_v_veb->top), __pyx_v_i); + goto __pyx_L7; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":263 + * i = VEB_findsucc(<_VEB*> veb.top, i) + * else: + * i = bitset_findsucc(<_BitSet*> veb.top, i) # <<<<<<<<<<<<<< + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + __pyx_v_i = __pyx_f_8_cdec_sa_bitset_findsucc(((struct __pyx_t_8_cdec_sa__BitSet *)__pyx_v_veb->top), __pyx_v_i); + } + __pyx_L7:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":265 + * i = bitset_findsucc(<_BitSet*> veb.top, i) + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * del_VEB(<_VEB*> veb.top) + * else: + */ + __pyx_t_1 = (__pyx_v_veb->top_universe_size > __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":266 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * del_VEB(<_VEB*> veb.top) # <<<<<<<<<<<<<< + * else: + * free(<_BitSet*> veb.top) + */ + __pyx_t_2 = __pyx_f_8_cdec_sa_del_VEB(((struct __pyx_t_8_cdec_sa__VEB *)__pyx_v_veb->top)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 266; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + goto __pyx_L8; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":268 + * del_VEB(<_VEB*> veb.top) + * else: + * free(<_BitSet*> veb.top) # <<<<<<<<<<<<<< + * free(veb.bottom) + * free(veb) + */ + free(((struct __pyx_t_8_cdec_sa__BitSet *)__pyx_v_veb->top)); + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":269 + * else: + * free(<_BitSet*> veb.top) + * free(veb.bottom) # <<<<<<<<<<<<<< + * free(veb) + * + */ + free(__pyx_v_veb->bottom); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":270 + * free(<_BitSet*> veb.top) + * free(veb.bottom) + * free(veb) # <<<<<<<<<<<<<< + * + * + */ + free(__pyx_v_veb); + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("_cdec_sa.del_VEB", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":273 + * + * + * cdef int VEB_findsucc(_VEB* veb, int i): # <<<<<<<<<<<<<< + * cdef _VEB* subv + * cdef _BitSet* subb + */ + +static int __pyx_f_8_cdec_sa_VEB_findsucc(struct __pyx_t_8_cdec_sa__VEB *__pyx_v_veb, int __pyx_v_i) { + struct __pyx_t_8_cdec_sa__VEB *__pyx_v_subv; + struct __pyx_t_8_cdec_sa__BitSet *__pyx_v_subb; + int __pyx_v_a; + int __pyx_v_b; + int __pyx_v_j; + int __pyx_v_c; + int __pyx_v_found; + int __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + __Pyx_RefNannySetupContext("VEB_findsucc", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":278 + * cdef int a, b, j, c, found + * + * if veb.max_val == -1 or i>=veb.max_val: # <<<<<<<<<<<<<< + * return -1 + * if i < veb.min_val: + */ + __pyx_t_1 = (__pyx_v_veb->max_val == -1); + if (!__pyx_t_1) { + __pyx_t_2 = (__pyx_v_i >= __pyx_v_veb->max_val); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":279 + * + * if veb.max_val == -1 or i>=veb.max_val: + * return -1 # <<<<<<<<<<<<<< + * if i < veb.min_val: + * return veb.min_val + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":280 + * if veb.max_val == -1 or i>=veb.max_val: + * return -1 + * if i < veb.min_val: # <<<<<<<<<<<<<< + * return veb.min_val + * + */ + __pyx_t_3 = (__pyx_v_i < __pyx_v_veb->min_val); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":281 + * return -1 + * if i < veb.min_val: + * return veb.min_val # <<<<<<<<<<<<<< + * + * a = i >> veb.num_bottom_bits + */ + __pyx_r = __pyx_v_veb->min_val; + goto __pyx_L0; + goto __pyx_L4; + } + __pyx_L4:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":283 + * return veb.min_val + * + * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<< + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 + */ + __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":284 + * + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<< + * found = 0 + * if veb.bottom[a] != NULL: + */ + __pyx_v_b = (__pyx_v_i & (__pyx_v_8_cdec_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":285 + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 # <<<<<<<<<<<<<< + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + */ + __pyx_v_found = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":286 + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 + * if veb.bottom[a] != NULL: # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + */ + __pyx_t_3 = ((__pyx_v_veb->bottom[__pyx_v_a]) != NULL); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":287 + * found = 0 + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: + */ + __pyx_t_3 = (__pyx_v_veb->num_bottom_bits > __pyx_v_8_cdec_sa_MIN_BOTTOM_BITS); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":288 + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + */ + __pyx_v_subv = ((struct __pyx_t_8_cdec_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":289 + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: # <<<<<<<<<<<<<< + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + * found = 1 + */ + __pyx_t_3 = (__pyx_v_subv->max_val > __pyx_v_b); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":290 + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) # <<<<<<<<<<<<<< + * found = 1 + * else: + */ + __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_8_cdec_sa_VEB_findsucc(__pyx_v_subv, __pyx_v_b)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":291 + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + * found = 1 # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.bottom[a] + */ + __pyx_v_found = 1; + goto __pyx_L7; + } + __pyx_L7:; + goto __pyx_L6; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":293 + * found = 1 + * else: + * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + */ + __pyx_v_subb = ((struct __pyx_t_8_cdec_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":294 + * else: + * subb = <_BitSet*> veb.bottom[a] + * if subb.max_val > b: # <<<<<<<<<<<<<< + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 + */ + __pyx_t_3 = (__pyx_v_subb->max_val > __pyx_v_b); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":295 + * subb = <_BitSet*> veb.bottom[a] + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) # <<<<<<<<<<<<<< + * found = 1 + * if found==0: + */ + __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_8_cdec_sa_bitset_findsucc(__pyx_v_subb, __pyx_v_b)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":296 + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 # <<<<<<<<<<<<<< + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + __pyx_v_found = 1; + goto __pyx_L8; + } + __pyx_L8:; + } + __pyx_L6:; + goto __pyx_L5; + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":297 + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 + * if found==0: # <<<<<<<<<<<<<< + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top + */ + __pyx_t_3 = (__pyx_v_found == 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":298 + * found = 1 + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.top + * c = VEB_findsucc(subv, a) + */ + __pyx_t_3 = (__pyx_v_veb->top_universe_size > __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":299 + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top # <<<<<<<<<<<<<< + * c = VEB_findsucc(subv, a) + * else: + */ + __pyx_v_subv = ((struct __pyx_t_8_cdec_sa__VEB *)__pyx_v_veb->top); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":300 + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top + * c = VEB_findsucc(subv, a) # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.top + */ + __pyx_v_c = __pyx_f_8_cdec_sa_VEB_findsucc(__pyx_v_subv, __pyx_v_a); 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+ + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":323 + * for l from 1 <= l <= max_pattern_len: + * node = frequent_patterns._contains(data.arr+i, l) + * if node == NULL: # <<<<<<<<<<<<<< + * break + * queue._append(i) + */ + __pyx_t_11 = (__pyx_v_node == NULL); + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":324 + * node = frequent_patterns._contains(data.arr+i, l) + * if node == NULL: + * break # <<<<<<<<<<<<<< + * queue._append(i) + * queue._append(l) + */ + goto __pyx_L13_break; + goto __pyx_L14; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":325 + * if node == NULL: + * break + * queue._append(i) # <<<<<<<<<<<<<< + * queue._append(l) + * trie_node_data_append(node, i) + */ + ((struct __pyx_vtabstruct_8_cdec_sa_IntList *)__pyx_v_queue->__pyx_vtab)->_append(__pyx_v_queue, __pyx_v_i); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":326 + * break + * queue._append(i) + * queue._append(l) # <<<<<<<<<<<<<< + * trie_node_data_append(node, i) + * + */ + ((struct __pyx_vtabstruct_8_cdec_sa_IntList *)__pyx_v_queue->__pyx_vtab)->_append(__pyx_v_queue, __pyx_v_l); 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_75), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":330 + * + * logger.info(" Computing collocations...") + * N = len(queue) # <<<<<<<<<<<<<< + * ptr1 = 0 + * sent_count = 0 + */ + __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_queue)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_N = __pyx_t_2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":331 + * logger.info(" Computing collocations...") + * N = len(queue) + * ptr1 = 0 # <<<<<<<<<<<<<< + * sent_count = 0 + * while ptr1 < N: # main loop + */ + __pyx_v_ptr1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":332 + * N = len(queue) + * ptr1 = 0 + * sent_count = 0 # <<<<<<<<<<<<<< + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] + */ + __pyx_v_sent_count = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":333 + * ptr1 = 0 + * sent_count = 0 + * while ptr1 < N: # main loop # <<<<<<<<<<<<<< + * i1 = queue.arr[ptr1] + * if i1 > -1: + */ + while (1) { + __pyx_t_11 = (__pyx_v_ptr1 < __pyx_v_N); + if (!__pyx_t_11) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":334 + * sent_count = 0 + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] # <<<<<<<<<<<<<< + * if i1 > -1: + * l1 = queue.arr[ptr1+1] + */ + __pyx_v_i1 = (__pyx_v_queue->arr[__pyx_v_ptr1]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":335 + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] + * if i1 > -1: # <<<<<<<<<<<<<< + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 + */ + __pyx_t_11 = (__pyx_v_i1 > -1); + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":336 + * i1 = queue.arr[ptr1] + * if i1 > -1: + * l1 = queue.arr[ptr1+1] # <<<<<<<<<<<<<< + * ptr2 = ptr1 + 2 + * while ptr2 < N: + */ + __pyx_v_l1 = (__pyx_v_queue->arr[(__pyx_v_ptr1 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":337 + * if i1 > -1: + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 # <<<<<<<<<<<<<< + * while ptr2 < N: + * i2 = queue.arr[ptr2] + */ + __pyx_v_ptr2 = (__pyx_v_ptr1 + 2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":338 + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 + * while ptr2 < N: # <<<<<<<<<<<<<< + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + */ + while (1) { + __pyx_t_11 = (__pyx_v_ptr2 < __pyx_v_N); + if (!__pyx_t_11) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":339 + * ptr2 = ptr1 + 2 + * while ptr2 < N: + * i2 = queue.arr[ptr2] # <<<<<<<<<<<<<< + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break + */ + __pyx_v_i2 = (__pyx_v_queue->arr[__pyx_v_ptr2]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":340 + * while ptr2 < N: + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< + * break + * l2 = queue.arr[ptr2+1] + */ + __pyx_t_11 = (__pyx_v_i2 == -1); + if (!__pyx_t_11) { + __pyx_t_17 = ((__pyx_v_i2 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size); + __pyx_t_18 = __pyx_t_17; + } else { + __pyx_t_18 = __pyx_t_11; + } + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":341 + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break # <<<<<<<<<<<<<< + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and + */ + goto __pyx_L19_break; + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":342 + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break + * l2 = queue.arr[ptr2+1] # <<<<<<<<<<<<<< + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and + */ + __pyx_v_l2 = (__pyx_v_queue->arr[(__pyx_v_ptr2 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":343 + * break + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): + */ + __pyx_t_18 = (((__pyx_v_i2 - __pyx_v_i1) - __pyx_v_l1) >= __pyx_v_self->train_min_gap_size); + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":344 + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) + */ + __pyx_t_11 = (((__pyx_v_i2 + __pyx_v_l2) - __pyx_v_i1) <= __pyx_v_self->train_max_initial_size); + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":345 + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): # <<<<<<<<<<<<<< + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + */ + __pyx_t_17 = (((__pyx_v_l1 + __pyx_v_l2) + 1) <= __pyx_v_self->max_length); + __pyx_t_19 = __pyx_t_17; + } else { + __pyx_t_19 = __pyx_t_11; + } + __pyx_t_11 = __pyx_t_19; + } else { + __pyx_t_11 = __pyx_t_18; + } + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":346 + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) # <<<<<<<<<<<<<< + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + */ + __pyx_v_node = ((struct __pyx_vtabstruct_8_cdec_sa_TrieMap *)__pyx_v_collocations->__pyx_vtab)->_insert(__pyx_v_collocations, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":347 + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) # <<<<<<<<<<<<<< + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) + */ + __pyx_v_node = __pyx_f_8_cdec_sa_trie_insert(__pyx_v_node, -1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":348 + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: # <<<<<<<<<<<<<< + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) + */ + __pyx_t_13 = (__pyx_v_i2 + __pyx_v_l2); + for (__pyx_v_i = __pyx_v_i2; __pyx_v_i < __pyx_t_13; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":349 + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<< + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) + */ + __pyx_v_node = __pyx_f_8_cdec_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i])); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":350 + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) # <<<<<<<<<<<<<< + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + */ + __pyx_t_3 = __pyx_f_8_cdec_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":351 + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) # <<<<<<<<<<<<<< + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + */ + __pyx_t_3 = __pyx_f_8_cdec_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":352 + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: # <<<<<<<<<<<<<< + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + * is_super = 1 + */ + __pyx_t_11 = (((struct __pyx_vtabstruct_8_cdec_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i2), __pyx_v_l2) != NULL); + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":353 + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: # <<<<<<<<<<<<<< + * is_super = 1 + * else: + */ + __pyx_t_11 = (((struct __pyx_vtabstruct_8_cdec_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1) != NULL); + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":354 + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + * is_super = 1 # <<<<<<<<<<<<<< + * else: + * is_super = 0 + */ + __pyx_v_is_super = 1; + goto __pyx_L25; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":356 + * is_super = 1 + * else: + * is_super = 0 # <<<<<<<<<<<<<< + * ptr3 = ptr2 + 2 + * while ptr3 < N: + */ + __pyx_v_is_super = 0; + } + __pyx_L25:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":357 + * else: + * is_super = 0 + * ptr3 = ptr2 + 2 # <<<<<<<<<<<<<< + * while ptr3 < N: + * i3 = queue.arr[ptr3] + */ + __pyx_v_ptr3 = (__pyx_v_ptr2 + 2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":358 + * is_super = 0 + * ptr3 = ptr2 + 2 + * while ptr3 < N: # <<<<<<<<<<<<<< + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + */ + while (1) { + __pyx_t_11 = (__pyx_v_ptr3 < __pyx_v_N); + if (!__pyx_t_11) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":359 + * ptr3 = ptr2 + 2 + * while ptr3 < N: + * i3 = queue.arr[ptr3] # <<<<<<<<<<<<<< + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break + */ + __pyx_v_i3 = (__pyx_v_queue->arr[__pyx_v_ptr3]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":360 + * while ptr3 < N: + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< + * break + * l3 = queue.arr[ptr3+1] + */ + __pyx_t_11 = (__pyx_v_i3 == -1); + if (!__pyx_t_11) { + __pyx_t_18 = ((__pyx_v_i3 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size); + __pyx_t_19 = __pyx_t_18; + } else { + __pyx_t_19 = __pyx_t_11; + } + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":361 + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break # <<<<<<<<<<<<<< + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and + */ + goto __pyx_L27_break; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":362 + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break + * l3 = queue.arr[ptr3+1] # <<<<<<<<<<<<<< + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and + */ + __pyx_v_l3 = (__pyx_v_queue->arr[(__pyx_v_ptr3 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":363 + * break + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * i3 + l3 - i1 <= self.train_max_initial_size and + * l1+l2+l3+2 <= self.max_length): + */ + __pyx_t_19 = (((__pyx_v_i3 - __pyx_v_i2) - __pyx_v_l2) >= __pyx_v_self->train_min_gap_size); + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":364 + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * l1+l2+l3+2 <= self.max_length): + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + */ + __pyx_t_11 = (((__pyx_v_i3 + __pyx_v_l3) - __pyx_v_i1) <= __pyx_v_self->train_max_initial_size); + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":365 + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and + * l1+l2+l3+2 <= self.max_length): # <<<<<<<<<<<<<< + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + * node = collocations._insert(data.arr+i1, l1) + */ + __pyx_t_18 = ((((__pyx_v_l1 + __pyx_v_l2) + __pyx_v_l3) + 2) <= __pyx_v_self->max_length); + __pyx_t_17 = __pyx_t_18; + } else { + __pyx_t_17 = __pyx_t_11; 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+ goto __pyx_L4; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":113 + * sample._extend_arr(self.sa.arr + phrase_location.sa_low, num_locations) + * else: + * stepsize = float(num_locations)/float(self.sample_size) # <<<<<<<<<<<<<< + * i = phrase_location.sa_low + * while i < phrase_location.sa_high and sample.len < self.sample_size: + */ + if (unlikely(((double)__pyx_v_self->sample_size) == 0)) { + PyErr_Format(PyExc_ZeroDivisionError, "float division"); + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_v_stepsize = (((double)__pyx_v_num_locations) / ((double)__pyx_v_self->sample_size)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":114 + * else: + * stepsize = float(num_locations)/float(self.sample_size) + * i = phrase_location.sa_low # <<<<<<<<<<<<<< + * while i < phrase_location.sa_high and sample.len < self.sample_size: + * '''Note: int(i) not guaranteed to have the desired + */ + __pyx_v_i = __pyx_v_phrase_location->sa_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":115 + * stepsize = float(num_locations)/float(self.sample_size) + * i = phrase_location.sa_low + * while i < phrase_location.sa_high and sample.len < self.sample_size: # <<<<<<<<<<<<<< + * '''Note: int(i) not guaranteed to have the desired + * effect, according to the python documentation''' + */ + while (1) { + __pyx_t_4 = (__pyx_v_i < __pyx_v_phrase_location->sa_high); + if (__pyx_t_4) { + __pyx_t_2 = (__pyx_v_sample->len < __pyx_v_self->sample_size); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_4; + } + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":118 + * '''Note: int(i) not guaranteed to have the desired + * effect, according to the python documentation''' + * if fmod(i,1.0) > 0.5: # <<<<<<<<<<<<<< + * val = int(ceil(i)) + * else: + */ + __pyx_t_3 = (fmod(__pyx_v_i, 1.0) > 0.5); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":119 + * effect, according to the python documentation''' + * if fmod(i,1.0) > 0.5: + * val = int(ceil(i)) # <<<<<<<<<<<<<< + * else: + * val = int(floor(i)) + */ + __pyx_v_val = ((int)ceil(__pyx_v_i)); + goto __pyx_L7; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":121 + * val = int(ceil(i)) + * else: + * val = int(floor(i)) # <<<<<<<<<<<<<< + * sample._append(self.sa.arr[val]) + * i = i + stepsize + */ + __pyx_v_val = ((int)floor(__pyx_v_i)); + } + __pyx_L7:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":122 + * else: + * val = int(floor(i)) + * sample._append(self.sa.arr[val]) # <<<<<<<<<<<<<< + * i = i + stepsize + * else: + */ + ((struct __pyx_vtabstruct_8_cdec_sa_IntList *)__pyx_v_sample->__pyx_vtab)->_append(__pyx_v_sample, (__pyx_v_self->sa->arr[__pyx_v_val])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":123 + * val = int(floor(i)) + * sample._append(self.sa.arr[val]) + * i = i + stepsize # <<<<<<<<<<<<<< + * else: + * num_locations = (phrase_location.arr_high - phrase_location.arr_low) / phrase_location.num_subpatterns + */ + __pyx_v_i = (__pyx_v_i + __pyx_v_stepsize); + } + } + __pyx_L4:; + goto __pyx_L3; 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There are two flavors, depending on + */ + __pyx_r = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->merge_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, __pyx_v_result_len); + goto __pyx_L0; + goto __pyx_L8; + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":505 + * # binary search. There are two flavors, depending on + * # whether the queryset or dataset is first + * if d_first: # <<<<<<<<<<<<<< + * med2 = median(low2, high2, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + */ + if (__pyx_v_d_first) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":506 + * # whether the queryset or dataset is first + * if d_first: + * med2 = median(low2, high2, step2) # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * + */ + __pyx_v_med2 = __pyx_f_8_cdec_sa_median(__pyx_v_low2, __pyx_v_high2, __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":507 + * if d_first: + * med2 = median(low2, high2, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * + * search_low = low1 + */ + __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":509 + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * + * search_low = low1 # <<<<<<<<<<<<<< + * search_high = high1 + * while search_low < search_high: + */ + __pyx_v_search_low = __pyx_v_low1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":510 + * + * search_low = low1 + * search_high = high1 # <<<<<<<<<<<<<< + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) + */ + __pyx_v_search_high = __pyx_v_high1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":511 + * search_low = low1 + * search_high = high1 + * while search_low < search_high: # <<<<<<<<<<<<<< + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + */ + while (1) { + __pyx_t_3 = (__pyx_v_search_low < __pyx_v_search_high); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":512 + * search_high = high1 + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) # <<<<<<<<<<<<<< + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + */ + __pyx_v_med1 = __pyx_f_8_cdec_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":513 + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + */ + __pyx_f_8_cdec_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":514 + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == -1: + * search_low = med1_plus + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":517 + * if comparison == -1: + * search_low = med1_plus + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_high = med1_minus + * else: + */ + switch (__pyx_v_comparison) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":515 + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: # <<<<<<<<<<<<<< + * search_low = med1_plus + * elif comparison == 1: + */ + case -1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":516 + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + * search_low = med1_plus # <<<<<<<<<<<<<< + * elif comparison == 1: + * search_high = med1_minus + */ + __pyx_v_search_low = __pyx_v_med1_plus; + break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":517 + * if comparison == -1: + * search_low = med1_plus + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_high = med1_minus + * else: + */ + case 1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":518 + * search_low = med1_plus + * elif comparison == 1: + * search_high = med1_minus # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_search_high = __pyx_v_med1_minus; + break; + default: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":520 + * search_high = med1_minus + * else: + * break # <<<<<<<<<<<<<< + * else: + * med1 = median(low1, high1, step1) + */ + goto __pyx_L11_break; + break; + } + } + __pyx_L11_break:; + goto __pyx_L9; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":522 + * break + * else: + * med1 = median(low1, high1, step1) # <<<<<<<<<<<<<< + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * + */ + __pyx_v_med1 = __pyx_f_8_cdec_sa_median(__pyx_v_low1, __pyx_v_high1, __pyx_v_step1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":523 + * else: + * med1 = median(low1, high1, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< + * + * search_low = low2 + */ + __pyx_f_8_cdec_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":525 + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * + * search_low = low2 # <<<<<<<<<<<<<< + * search_high = high2 + * while search_low < search_high: + */ + __pyx_v_search_low = __pyx_v_low2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":526 + * + * search_low = low2 + * search_high = high2 # <<<<<<<<<<<<<< + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) + */ + __pyx_v_search_high = __pyx_v_high2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":527 + * search_low = low2 + * search_high = high2 + * while search_low < search_high: # <<<<<<<<<<<<<< + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + */ + while (1) { + __pyx_t_3 = (__pyx_v_search_low < __pyx_v_search_high); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":528 + * search_high = high2 + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + */ + __pyx_v_med2 = __pyx_f_8_cdec_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":529 + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + */ + __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":530 + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == -1: + * search_high = med2 + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":533 + * if comparison == -1: + * search_high = med2 + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_low = med2 + step2 + * else: + */ + switch (__pyx_v_comparison) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":531 + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: # <<<<<<<<<<<<<< + * search_high = med2 + * elif comparison == 1: + */ + case -1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":532 + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + * search_high = med2 # <<<<<<<<<<<<<< + * elif comparison == 1: + * search_low = med2 + step2 + */ + __pyx_v_search_high = __pyx_v_med2; + break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":533 + * if comparison == -1: + * search_high = med2 + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_low = med2 + step2 + * else: + */ + case 1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":534 + * search_high = med2 + * elif comparison == 1: + * search_low = med2 + step2 # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_search_low = (__pyx_v_med2 + __pyx_v_step2); + break; + default: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":536 + * search_low = med2 + step2 + * else: + * break # <<<<<<<<<<<<<< + * + * med_result_len = 0 + */ + goto __pyx_L13_break; + break; + } + } + __pyx_L13_break:; + } + __pyx_L9:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":538 + * break + * + * med_result_len = 0 # <<<<<<<<<<<<<< + * med_result = malloc(0*sizeof(int*)) + * if search_high > search_low: + */ + __pyx_v_med_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":539 + * + * med_result_len = 0 + * med_result = malloc(0*sizeof(int*)) # <<<<<<<<<<<<<< + * if search_high > search_low: + * # Then there is a match for the median element of Q + */ + __pyx_v_med_result = ((int *)malloc((0 * (sizeof(int *))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":540 + * med_result_len = 0 + * med_result = malloc(0*sizeof(int*)) + * if search_high > search_low: # <<<<<<<<<<<<<< + * # Then there is a match for the median element of Q + * # What we want to find is the group of all bindings in the first set + */ + __pyx_t_3 = (__pyx_v_search_high > __pyx_v_search_low); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":546 + * # want to store the bindings for all of those elements. We can + * # subsequently throw all of them away. + * med2_minus = med2 # <<<<<<<<<<<<<< + * med2_plus = med2 + step2 + * i1 = med1_minus + */ + __pyx_v_med2_minus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":547 + * # subsequently throw all of them away. + * med2_minus = med2 + * med2_plus = med2 + step2 # <<<<<<<<<<<<<< + * i1 = med1_minus + * while i1 < med1_plus: + */ + __pyx_v_med2_plus = (__pyx_v_med2 + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":548 + * med2_minus = med2 + * med2_plus = med2 + step2 + * i1 = med1_minus # <<<<<<<<<<<<<< + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + */ + __pyx_v_i1 = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":549 + * med2_plus = med2 + step2 + * i1 = med1_minus + * while i1 < med1_plus: # <<<<<<<<<<<<<< + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: + */ + while (1) { + __pyx_t_3 = (__pyx_v_i1 < __pyx_v_med1_plus); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":550 + * i1 = med1_minus + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + */ + __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":551 + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + */ + while (1) { + __pyx_t_3 = ((__pyx_v_med2_minus - __pyx_v_step2) >= __pyx_v_low2); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":552 + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + * med2_minus = med2_minus - step2 + */ + __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_med2_minus - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":553 + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: # <<<<<<<<<<<<<< + * med2_minus = med2_minus - step2 + * else: + */ + __pyx_t_3 = (((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) < 1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":554 + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + * med2_minus = med2_minus - step2 # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus - __pyx_v_step2); + goto __pyx_L19; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":556 + * med2_minus = med2_minus - step2 + * else: + * break # <<<<<<<<<<<<<< + * i2 = med2_minus + * while i2 < high2: + */ + goto __pyx_L18_break; + } + __pyx_L19:; + } + __pyx_L18_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":557 + * else: + * break + * i2 = med2_minus # <<<<<<<<<<<<<< + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + */ + __pyx_v_i2 = __pyx_v_med2_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":558 + * break + * i2 = med2_minus + * while i2 < high2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + */ + while (1) { + __pyx_t_3 = (__pyx_v_i2 < __pyx_v_high2); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":559 + * i2 = med2_minus + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: + */ + __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":560 + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == 0: + * pass + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":561 + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: # <<<<<<<<<<<<<< + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + */ + __pyx_t_3 = (__pyx_v_comparison == 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":563 + * if comparison == 0: + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) # <<<<<<<<<<<<<< + * if comparison == -1: + * break + */ + __pyx_v_med_result = __pyx_f_8_cdec_sa_append_combined_matching(__pyx_v_med_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, (&__pyx_v_med_result_len)); + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":564 + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + * if comparison == -1: # <<<<<<<<<<<<<< + * break + * i2 = i2 + step2 + */ + __pyx_t_3 = (__pyx_v_comparison == -1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":565 + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + * if comparison == -1: + * break # <<<<<<<<<<<<<< + * i2 = i2 + step2 + * if i2 > med2_plus: + */ + goto __pyx_L21_break; + goto __pyx_L23; + } + __pyx_L23:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":566 + * if comparison == -1: + * break + * i2 = i2 + step2 # <<<<<<<<<<<<<< + * if i2 > med2_plus: + * med2_plus = i2 + */ + __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2); + } + __pyx_L21_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":567 + * break + * i2 = i2 + step2 + * if i2 > med2_plus: # <<<<<<<<<<<<<< + * med2_plus = i2 + * i1 = i1 + step1 + */ + __pyx_t_3 = (__pyx_v_i2 > __pyx_v_med2_plus); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":568 + * i2 = i2 + step2 + * if i2 > med2_plus: + * med2_plus = i2 # <<<<<<<<<<<<<< + * i1 = i1 + step1 + * + */ + __pyx_v_med2_plus = __pyx_v_i2; + goto __pyx_L24; + } + __pyx_L24:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":569 + * if i2 > med2_plus: + * med2_plus = i2 + * i1 = i1 + step1 # <<<<<<<<<<<<<< + * + * tmp = med1_minus + */ + __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":571 + * i1 = i1 + step1 + * + * tmp = med1_minus # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * med1_plus = tmp + */ + __pyx_v_tmp = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":572 + * + * tmp = med1_minus + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * med1_plus = tmp + * else: + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":573 + * tmp = med1_minus + * med1_minus = med1_plus + * med1_plus = tmp # <<<<<<<<<<<<<< + * else: + * # No match; need to figure out the point of division in D and Q + */ + __pyx_v_med1_plus = __pyx_v_tmp; + goto __pyx_L14; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":576 + * else: + * # No match; need to figure out the point of division in D and Q + * med2_minus = med2 # <<<<<<<<<<<<<< + * med2_plus = med2 + * if d_first: + */ + __pyx_v_med2_minus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":577 + * # No match; need to figure out the point of division in D and Q + * med2_minus = med2 + * med2_plus = med2 # <<<<<<<<<<<<<< + * if d_first: + * med2_minus = med2_minus + step2 + */ + __pyx_v_med2_plus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":578 + * med2_minus = med2 + * med2_plus = med2 + * if d_first: # <<<<<<<<<<<<<< + * med2_minus = med2_minus + step2 + * if comparison == -1: + */ + if (__pyx_v_d_first) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":579 + * med2_plus = med2 + * if d_first: + * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< + * if comparison == -1: + * med1_minus = med1_plus + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":580 + * if d_first: + * med2_minus = med2_minus + step2 + * if comparison == -1: # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * if comparison == 1: + */ + __pyx_t_3 = (__pyx_v_comparison == -1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":581 + * med2_minus = med2_minus + step2 + * if comparison == -1: + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * if comparison == 1: + * med1_plus = med1_minus + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + goto __pyx_L26; + } + __pyx_L26:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":582 + * if comparison == -1: + * med1_minus = med1_plus + * if comparison == 1: # <<<<<<<<<<<<<< + * med1_plus = med1_minus + * else: + */ + __pyx_t_3 = (__pyx_v_comparison == 1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":583 + * med1_minus = med1_plus + * if comparison == 1: + * med1_plus = med1_minus # <<<<<<<<<<<<<< + * else: + * tmp = med1_minus + */ + __pyx_v_med1_plus = __pyx_v_med1_minus; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L25; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":585 + * med1_plus = med1_minus + * else: + * tmp = med1_minus # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * med1_plus = tmp + */ + __pyx_v_tmp = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":586 + * else: + * tmp = med1_minus + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * med1_plus = tmp + * if comparison == 1: + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":587 + * tmp = med1_minus + * med1_minus = med1_plus + * med1_plus = tmp # <<<<<<<<<<<<<< + * if comparison == 1: + * med2_minus = med2_minus + step2 + */ + __pyx_v_med1_plus = __pyx_v_tmp; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":588 + * med1_minus = med1_plus + * med1_plus = tmp + * if comparison == 1: # <<<<<<<<<<<<<< + * med2_minus = med2_minus + step2 + * med2_plus = med2_plus + step2 + */ + __pyx_t_3 = (__pyx_v_comparison == 1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":589 + * med1_plus = tmp + * if comparison == 1: + * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< + * med2_plus = med2_plus + step2 + * + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":590 + * if comparison == 1: + * med2_minus = med2_minus + step2 + * med2_plus = med2_plus + step2 # <<<<<<<<<<<<<< + * + * low_result_len = 0 + */ + __pyx_v_med2_plus = (__pyx_v_med2_plus + __pyx_v_step2); + goto __pyx_L28; + } + __pyx_L28:; + } + __pyx_L25:; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":592 + * med2_plus = med2_plus + step2 + * + * low_result_len = 0 # <<<<<<<<<<<<<< + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 + */ + __pyx_v_low_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":593 + * + * low_result_len = 0 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) # <<<<<<<<<<<<<< + * high_result_len = 0 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + */ + __pyx_v_low_result = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_med2_plus, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_low_result_len)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":594 + * low_result_len = 0 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 # <<<<<<<<<<<<<< + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + * + */ + __pyx_v_high_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":595 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) # <<<<<<<<<<<<<< + * + * result = extend_arr(result, result_len, low_result, low_result_len) + */ + __pyx_v_high_result = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med2_minus, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_high_result_len)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":597 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + * + * result = extend_arr(result, result_len, low_result, low_result_len) # <<<<<<<<<<<<<< + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) + */ + __pyx_v_result = __pyx_f_8_cdec_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_low_result, __pyx_v_low_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":598 + * + * result = extend_arr(result, result_len, low_result, low_result_len) + * result = extend_arr(result, result_len, med_result, med_result_len) # <<<<<<<<<<<<<< + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) + */ + __pyx_v_result = __pyx_f_8_cdec_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_med_result, __pyx_v_med_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":599 + * result = extend_arr(result, result_len, low_result, low_result_len) + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) # <<<<<<<<<<<<<< + * free(low_result) + * free(med_result) + */ + __pyx_v_result = __pyx_f_8_cdec_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_high_result, __pyx_v_high_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":600 + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) # <<<<<<<<<<<<<< + * free(med_result) + * free(high_result) + */ + free(__pyx_v_low_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":601 + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) + * free(med_result) # <<<<<<<<<<<<<< + * free(high_result) + * + */ + free(__pyx_v_med_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":602 + * free(low_result) + * free(med_result) + * free(high_result) # <<<<<<<<<<<<<< + * + * return result + */ + free(__pyx_v_high_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":604 + * free(high_result) + * + * return result # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_result; + goto __pyx_L0; + + __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_WriteUnraisable("_cdec_sa.HieroCachingRuleFactory.baeza_yates_helper", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":608 + * + * + * cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, # <<<<<<<<<<<<<< + * Matching* loc2, int offset_by_one, int len_last): + * """ + */ + +static long __pyx_f_8_cdec_sa_23HieroCachingRuleFactory_compare_matchings_set(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_i1_minus, int __pyx_v_i1_plus, int *__pyx_v_arr1, int __pyx_v_step1, struct __pyx_t_8_cdec_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { + int __pyx_v_i1; + int __pyx_v_comparison; + int __pyx_v_prev_comparison; + struct __pyx_t_8_cdec_sa_Matching __pyx_v_l1_stack; + struct __pyx_t_8_cdec_sa_Matching *__pyx_v_loc1; + long __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + __Pyx_RefNannySetupContext("compare_matchings_set", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":619 + * cdef Matching* loc1 + * + * loc1 = &l1_stack # <<<<<<<<<<<<<< + * + * i1 = i1_minus + */ + __pyx_v_loc1 = (&__pyx_v_l1_stack); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":621 + * loc1 = &l1_stack + * + * i1 = i1_minus # <<<<<<<<<<<<<< + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + */ + __pyx_v_i1 = __pyx_v_i1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":622 + * + * i1 = i1_minus + * while i1 < i1_plus: # <<<<<<<<<<<<<< + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + */ + while (1) { + __pyx_t_1 = (__pyx_v_i1 < __pyx_v_i1_plus); + if (!__pyx_t_1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":623 + * i1 = i1_minus + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: + */ + __pyx_f_8_cdec_sa_assign_matching(__pyx_v_loc1, __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":624 + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == 0: + * prev_comparison = 0 + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, __pyx_v_loc1, __pyx_v_loc2, __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":625 + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: # <<<<<<<<<<<<<< + * prev_comparison = 0 + * break + */ + __pyx_t_1 = (__pyx_v_comparison == 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":626 + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: + * prev_comparison = 0 # <<<<<<<<<<<<<< + * break + * elif i1 == i1_minus: + */ + __pyx_v_prev_comparison = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":627 + * if comparison == 0: + * prev_comparison = 0 + * break # <<<<<<<<<<<<<< + * elif i1 == i1_minus: + * prev_comparison = comparison + */ + goto __pyx_L4_break; + goto __pyx_L5; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":628 + * prev_comparison = 0 + * break + * elif i1 == i1_minus: # <<<<<<<<<<<<<< + * prev_comparison = comparison + * else: + */ + __pyx_t_1 = (__pyx_v_i1 == __pyx_v_i1_minus); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":629 + * break + * elif i1 == i1_minus: + * prev_comparison = comparison # <<<<<<<<<<<<<< + * else: + * if comparison != prev_comparison: + */ + __pyx_v_prev_comparison = __pyx_v_comparison; + goto __pyx_L5; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":631 + * prev_comparison = comparison + * else: + * if comparison != prev_comparison: # <<<<<<<<<<<<<< + * prev_comparison = 0 + * break + */ + __pyx_t_1 = (__pyx_v_comparison != __pyx_v_prev_comparison); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":632 + * else: + * if comparison != prev_comparison: + * prev_comparison = 0 # <<<<<<<<<<<<<< + * break + * i1 = i1 + step1 + */ + __pyx_v_prev_comparison = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":633 + * if comparison != prev_comparison: + * prev_comparison = 0 + * break # <<<<<<<<<<<<<< + * i1 = i1 + step1 + * return prev_comparison + */ + goto __pyx_L4_break; + goto __pyx_L6; + } + __pyx_L6:; + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":634 + * prev_comparison = 0 + * break + * i1 = i1 + step1 # <<<<<<<<<<<<<< + * return prev_comparison + * + */ + __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); + } + __pyx_L4_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":635 + * break + * i1 = i1 + step1 + * return prev_comparison # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_prev_comparison; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":638 + * + * + * cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): # <<<<<<<<<<<<<< + * cdef int i + * + */ + +static long __pyx_f_8_cdec_sa_23HieroCachingRuleFactory_compare_matchings(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_t_8_cdec_sa_Matching *__pyx_v_loc1, struct __pyx_t_8_cdec_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { + int __pyx_v_i; + long __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + __Pyx_RefNannySetupContext("compare_matchings", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":641 + * cdef int i + * + * if loc1.sent_id > loc2.sent_id: # <<<<<<<<<<<<<< + * return 1 + * if loc2.sent_id > loc1.sent_id: + */ + __pyx_t_1 = (__pyx_v_loc1->sent_id > __pyx_v_loc2->sent_id); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":642 + * + * if loc1.sent_id > loc2.sent_id: + * return 1 # <<<<<<<<<<<<<< + * if loc2.sent_id > loc1.sent_id: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":643 + * if loc1.sent_id > loc2.sent_id: + * return 1 + * if loc2.sent_id > loc1.sent_id: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_1 = (__pyx_v_loc2->sent_id > __pyx_v_loc1->sent_id); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":644 + * return 1 + * if loc2.sent_id > loc1.sent_id: + * return -1 # <<<<<<<<<<<<<< + * + * if loc1.size == 1 and loc2.size == 1: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L4; + } + __pyx_L4:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":646 + * return -1 + * + * if loc1.size == 1 and loc2.size == 1: # <<<<<<<<<<<<<< + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + * return 1 + */ + __pyx_t_1 = (__pyx_v_loc1->size == 1); + if (__pyx_t_1) { + __pyx_t_2 = (__pyx_v_loc2->size == 1); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":647 + * + * if loc1.size == 1 and loc2.size == 1: + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_t_3 = (((__pyx_v_loc2->arr[__pyx_v_loc2->start]) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) <= __pyx_v_self->train_min_gap_size); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":648 + * if loc1.size == 1 and loc2.size == 1: + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + * return 1 # <<<<<<<<<<<<<< + * + * elif offset_by_one: + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L6; + } + __pyx_L6:; + goto __pyx_L5; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":650 + * return 1 + * + * elif offset_by_one: # <<<<<<<<<<<<<< + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + */ + if (__pyx_v_offset_by_one) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":651 + * + * elif offset_by_one: + * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 + */ + __pyx_t_4 = __pyx_v_loc1->size; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":652 + * elif offset_by_one: + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + */ + __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":653 + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L9; + } + __pyx_L9:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":654 + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":655 + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + * return -1 # <<<<<<<<<<<<<< + * + * else: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L10; + } + __pyx_L10:; + } + goto __pyx_L5; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":658 + * + * else: + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) > (__pyx_v_loc2->arr[__pyx_v_loc2->start])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":659 + * else: + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L11; + } + __pyx_L11:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":660 + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) < (__pyx_v_loc2->arr[__pyx_v_loc2->start])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":661 + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + * return -1 # <<<<<<<<<<<<<< + * + * for i from 1 <= i < loc1.size: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L12; + } + __pyx_L12:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":663 + * return -1 + * + * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 + */ + __pyx_t_4 = __pyx_v_loc1->size; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":664 + * + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + */ + __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":665 + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":666 + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":667 + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + * return -1 # <<<<<<<<<<<<<< + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L16; + } + __pyx_L16:; + } + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":669 + * return -1 + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: # <<<<<<<<<<<<<< + * return -1 + * return 0 + */ + __pyx_t_3 = ((((__pyx_v_loc2->arr[(__pyx_v_loc2->end - 1)]) + __pyx_v_len_last) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) > __pyx_v_self->train_max_initial_size); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":670 + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + * return -1 # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":671 + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + * return -1 + * return 0 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = 0; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":674 + * + * + * cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1, # <<<<<<<<<<<<<< + * int low2, int high2, int* arr2, int step2, + * int offset_by_one, int len_last, int num_subpatterns, int* result_len): + */ + +static int *__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_merge_helper(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_low1, int __pyx_v_high1, int *__pyx_v_arr1, int __pyx_v_step1, int __pyx_v_low2, int __pyx_v_high2, int *__pyx_v_arr2, int __pyx_v_step2, int __pyx_v_offset_by_one, int __pyx_v_len_last, int __pyx_v_num_subpatterns, int *__pyx_v_result_len) { + int __pyx_v_i1; + int __pyx_v_i2; + int __pyx_v_j1; + int __pyx_v_j2; + long __pyx_v_comparison; + int *__pyx_v_result; + struct __pyx_t_8_cdec_sa_Matching __pyx_v_loc1; + struct __pyx_t_8_cdec_sa_Matching __pyx_v_loc2; + int *__pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + __Pyx_RefNannySetupContext("merge_helper", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":682 + * cdef Matching loc1, loc2 + * + * result_len[0] = 0 # <<<<<<<<<<<<<< + * result = malloc(0*sizeof(int)) + * + */ + (__pyx_v_result_len[0]) = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":683 + * + * result_len[0] = 0 + * result = malloc(0*sizeof(int)) # <<<<<<<<<<<<<< + * + * i1 = low1 + */ + __pyx_v_result = ((int *)malloc((0 * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":685 + * result = malloc(0*sizeof(int)) + * + * i1 = low1 # <<<<<<<<<<<<<< + * i2 = low2 + * while i1 < high1 and i2 < high2: + */ + __pyx_v_i1 = __pyx_v_low1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":686 + * + * i1 = low1 + * i2 = low2 # <<<<<<<<<<<<<< + * while i1 < high1 and i2 < high2: + * + */ + __pyx_v_i2 = __pyx_v_low2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":687 + * i1 = low1 + * i2 = low2 + * while i1 < high1 and i2 < high2: # <<<<<<<<<<<<<< + * + * # First, pop all unneeded loc2's off the stack + */ + while (1) { + __pyx_t_1 = (__pyx_v_i1 < __pyx_v_high1); + if (__pyx_t_1) { + __pyx_t_2 = (__pyx_v_i2 < __pyx_v_high2); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":690 + * + * # First, pop all unneeded loc2's off the stack + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + */ + __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":691 + * # First, pop all unneeded loc2's off the stack + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while i2 < high2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + */ + while (1) { + __pyx_t_3 = (__pyx_v_i2 < __pyx_v_high2); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":692 + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + * i2 = i2 + step2 + */ + __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":693 + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: # <<<<<<<<<<<<<< + * i2 = i2 + step2 + * else: + */ + __pyx_t_3 = (((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) == 1); 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This is probably + * # not worth the bother, though. + * return 0 # <<<<<<<<<<<<<< + * elif e_in_low != -1 and e_low[0] != e_in_low: + * if e_in_low - e_low[0] < min_ex_size: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L3; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1156 + * # not worth the bother, though. + * return 0 + * elif e_in_low != -1 and e_low[0] != e_in_low: # <<<<<<<<<<<<<< + * if e_in_low - e_low[0] < min_ex_size: + * e_low[0] = e_in_low - min_ex_size + */ + __pyx_t_3 = (__pyx_v_e_in_low != -1); + if (__pyx_t_3) { + __pyx_t_4 = ((__pyx_v_e_low[0]) != __pyx_v_e_in_low); + __pyx_t_5 = __pyx_t_4; + } else { + __pyx_t_5 = __pyx_t_3; + } + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1157 + * return 0 + * elif e_in_low != -1 and e_low[0] != e_in_low: + * if e_in_low - e_low[0] < min_ex_size: # <<<<<<<<<<<<<< + * e_low[0] = e_in_low - min_ex_size + * if e_low[0] < 0: + */ + __pyx_t_5 = ((__pyx_v_e_in_low - (__pyx_v_e_low[0])) < __pyx_v_min_ex_size); + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1158 + * elif e_in_low != -1 and e_low[0] != e_in_low: + * if e_in_low - e_low[0] < min_ex_size: + * e_low[0] = e_in_low - min_ex_size # <<<<<<<<<<<<<< + * if e_low[0] < 0: + * return 0 + */ + (__pyx_v_e_low[0]) = (__pyx_v_e_in_low - __pyx_v_min_ex_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1159 + * if e_in_low - e_low[0] < min_ex_size: + * e_low[0] = e_in_low - min_ex_size + * if e_low[0] < 0: # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_t_5 = ((__pyx_v_e_low[0]) < 0); + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1160 + * e_low[0] = e_in_low - min_ex_size + * if e_low[0] < 0: + * return 0 # <<<<<<<<<<<<<< + * + * if e_high[0] - e_low[0] > max_e_len: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L5; + } + __pyx_L5:; + goto __pyx_L4; + } + __pyx_L4:; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1162 + * return 0 + * + * if e_high[0] - e_low[0] > max_e_len: # <<<<<<<<<<<<<< + * return 0 + * elif e_in_high != -1 and e_high[0] != e_in_high: + */ + __pyx_t_5 = (((__pyx_v_e_high[0]) - (__pyx_v_e_low[0])) > __pyx_v_max_e_len); + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1163 + * + * if e_high[0] - e_low[0] > max_e_len: + * return 0 # <<<<<<<<<<<<<< + * elif e_in_high != -1 and e_high[0] != e_in_high: + * if e_high[0] - e_in_high < min_ex_size: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L6; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1164 + * if e_high[0] - e_low[0] > max_e_len: + * return 0 + * elif e_in_high != -1 and e_high[0] != e_in_high: # <<<<<<<<<<<<<< + * if e_high[0] - e_in_high < min_ex_size: + * e_high[0] = e_in_high + min_ex_size + */ + __pyx_t_5 = (__pyx_v_e_in_high != -1); + if (__pyx_t_5) { + __pyx_t_3 = ((__pyx_v_e_high[0]) != __pyx_v_e_in_high); + __pyx_t_4 = __pyx_t_3; + } else { + __pyx_t_4 = __pyx_t_5; + } + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1165 + * return 0 + * elif e_in_high != -1 and e_high[0] != e_in_high: + * if e_high[0] - e_in_high < min_ex_size: # <<<<<<<<<<<<<< + * e_high[0] = e_in_high + min_ex_size + * if e_high[0] > e_sent_len: + */ + __pyx_t_4 = (((__pyx_v_e_high[0]) - __pyx_v_e_in_high) < __pyx_v_min_ex_size); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1166 + * elif e_in_high != -1 and e_high[0] != e_in_high: + * if e_high[0] - e_in_high < min_ex_size: + * e_high[0] = e_in_high + min_ex_size # <<<<<<<<<<<<<< + * if e_high[0] > e_sent_len: + * return 0 + */ + (__pyx_v_e_high[0]) = (__pyx_v_e_in_high + __pyx_v_min_ex_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1167 + * if e_high[0] - e_in_high < min_ex_size: + * e_high[0] = e_in_high + min_ex_size + * if e_high[0] > e_sent_len: # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_t_4 = ((__pyx_v_e_high[0]) > __pyx_v_e_sent_len); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1168 + * e_high[0] = e_in_high + min_ex_size + * if e_high[0] > e_sent_len: + * return 0 # <<<<<<<<<<<<<< + * + * f_back_low[0] = -1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L8; + } + __pyx_L8:; + goto __pyx_L7; + } + __pyx_L7:; + goto __pyx_L6; + } + __pyx_L6:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1170 + * return 0 + * + * f_back_low[0] = -1 # <<<<<<<<<<<<<< + * f_back_high[0] = -1 + * f_low_prev = f_low + */ + (__pyx_v_f_back_low[0]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1171 + * + * f_back_low[0] = -1 + * f_back_high[0] = -1 # <<<<<<<<<<<<<< + * f_low_prev = f_low + * f_high_prev = f_high + */ + (__pyx_v_f_back_high[0]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1172 + * f_back_low[0] = -1 + * f_back_high[0] = -1 + * f_low_prev = f_low # <<<<<<<<<<<<<< + * f_high_prev = f_high + * new_x = 0 + */ + __pyx_v_f_low_prev = __pyx_v_f_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1173 + * f_back_high[0] = -1 + * f_low_prev = f_low + * f_high_prev = f_high # <<<<<<<<<<<<<< + * new_x = 0 + * new_low_x = 0 + */ + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1173; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_f_high_prev = __pyx_t_1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1174 + * f_low_prev = f_low + * f_high_prev = f_high + * new_x = 0 # <<<<<<<<<<<<<< + * new_low_x = 0 + * new_high_x = 0 + */ + __pyx_v_new_x = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1175 + * f_high_prev = f_high + * new_x = 0 + * new_low_x = 0 # <<<<<<<<<<<<<< + * new_high_x = 0 + * + */ + __pyx_v_new_low_x = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1176 + * new_x = 0 + * new_low_x = 0 + * new_high_x = 0 # <<<<<<<<<<<<<< + * + * while True: + */ + __pyx_v_new_high_x = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1178 + * new_high_x = 0 + * + * while True: # <<<<<<<<<<<<<< + * + * if f_back_low[0] == -1: + */ + while (1) { + if (!1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1180 + * while True: + * + * if f_back_low[0] == -1: # <<<<<<<<<<<<<< + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * else: + */ + __pyx_t_4 = ((__pyx_v_f_back_low[0]) == -1); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1181 + * + * if f_back_low[0] == -1: + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_e_low[0]), (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + goto __pyx_L11; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1183 + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_e_low[0]), __pyx_v_e_low_prev, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1184 + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * + * if f_back_low[0] > f_low: + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, __pyx_v_e_high_prev, (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1184; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + } + __pyx_L11:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1186 + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * + * if f_back_low[0] > f_low: # <<<<<<<<<<<<<< + * f_back_low[0] = f_low + * + */ + __pyx_t_4 = ((__pyx_v_f_back_low[0]) > __pyx_v_f_low); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1187 + * + * if f_back_low[0] > f_low: + * f_back_low[0] = f_low # <<<<<<<<<<<<<< + * + * if f_back_high[0] < f_high: + */ + (__pyx_v_f_back_low[0]) = __pyx_v_f_low; + goto __pyx_L12; + } + __pyx_L12:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1189 + * f_back_low[0] = f_low + * + * if f_back_high[0] < f_high: # <<<<<<<<<<<<<< + * f_back_high[0] = f_high + * + */ + __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = PyObject_RichCompare(__pyx_t_2, __pyx_v_f_high, Py_LT); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1190 + * + * if f_back_high[0] < f_high: + * f_back_high[0] = f_high # <<<<<<<<<<<<<< + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + */ + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + (__pyx_v_f_back_high[0]) = __pyx_t_1; + goto __pyx_L13; + } + __pyx_L13:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1192 + * f_back_high[0] = f_high + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_t_4 = ((__pyx_v_f_back_low[0]) == __pyx_v_f_low_prev); + if (__pyx_t_4) { + __pyx_t_5 = ((__pyx_v_f_back_high[0]) == __pyx_v_f_high_prev); + __pyx_t_3 = __pyx_t_5; + } else { + __pyx_t_3 = __pyx_t_4; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1193 + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + * return 1 # <<<<<<<<<<<<<< + * + * if allow_low_x == 0 and f_back_low[0] < f_low: + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L14; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1195 + * return 1 + * + * if allow_low_x == 0 and f_back_low[0] < f_low: # <<<<<<<<<<<<<< + * # FAIL: f phrase is not tight + * return 0 + */ + __pyx_t_3 = (__pyx_v_allow_low_x == 0); + if (__pyx_t_3) { + __pyx_t_4 = ((__pyx_v_f_back_low[0]) < __pyx_v_f_low); + __pyx_t_5 = __pyx_t_4; + } else { + __pyx_t_5 = __pyx_t_3; + } + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1197 + * if allow_low_x == 0 and f_back_low[0] < f_low: + * # FAIL: f phrase is not tight + * return 0 # <<<<<<<<<<<<<< + * + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1199 + * return 0 + * + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: f back projection is too wide + * return 0 + */ + __pyx_t_5 = (((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len); + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1201 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: f back projection is too wide + * return 0 # <<<<<<<<<<<<<< + * + * if allow_high_x == 0 and f_back_high[0] > f_high: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L16; + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1203 + * return 0 + * + * if allow_high_x == 0 and f_back_high[0] > f_high: # <<<<<<<<<<<<<< + * # FAIL: extension on high side not allowed + * return 0 + */ + __pyx_t_5 = (__pyx_v_allow_high_x == 0); + if (__pyx_t_5) { + __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_2 = PyObject_RichCompare(__pyx_t_6, __pyx_v_f_high, Py_GT); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __pyx_t_3; + } else { + __pyx_t_4 = __pyx_t_5; + } + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1205 + * if allow_high_x == 0 and f_back_high[0] > f_high: + * # FAIL: extension on high side not allowed + * return 0 # <<<<<<<<<<<<<< + * + * if f_low != f_back_low[0]: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1207 + * return 0 + * + * if f_low != f_back_low[0]: # <<<<<<<<<<<<<< + * if new_low_x == 0: + * if new_x >= max_new_x: + */ + __pyx_t_4 = (__pyx_v_f_low != (__pyx_v_f_back_low[0])); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1208 + * + * if f_low != f_back_low[0]: + * if new_low_x == 0: # <<<<<<<<<<<<<< + * if new_x >= max_new_x: + * # FAIL: extension required on low side violates max # of gaps + */ + __pyx_t_4 = (__pyx_v_new_low_x == 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1209 + * if f_low != f_back_low[0]: + * if new_low_x == 0: + * if new_x >= max_new_x: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates max # of gaps + * return 0 + */ + __pyx_t_4 = (__pyx_v_new_x >= __pyx_v_max_new_x); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1211 + * if new_x >= max_new_x: + * # FAIL: extension required on low side violates max # of gaps + * return 0 # <<<<<<<<<<<<<< + * else: + * new_x = new_x + 1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L20; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1213 + * return 0 + * else: + * new_x = new_x + 1 # <<<<<<<<<<<<<< + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: + */ + __pyx_v_new_x = (__pyx_v_new_x + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1214 + * else: + * new_x = new_x + 1 + * new_low_x = 1 # <<<<<<<<<<<<<< + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size + */ + __pyx_v_new_low_x = 1; + } + __pyx_L20:; + goto __pyx_L19; + } + __pyx_L19:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1215 + * new_x = new_x + 1 + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: # <<<<<<<<<<<<<< + * f_back_low[0] = f_low - min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_t_4 = ((__pyx_v_f_low - (__pyx_v_f_back_low[0])) < __pyx_v_min_fx_size); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1216 + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size # <<<<<<<<<<<<<< + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on low side violates max initial length + */ + (__pyx_v_f_back_low[0]) = (__pyx_v_f_low - __pyx_v_min_fx_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1217 + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates max initial length + * return 0 + */ + __pyx_t_4 = (((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1219 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on low side violates max initial length + * return 0 # <<<<<<<<<<<<<< + * if f_back_low[0] < 0: + * # FAIL: extension required on low side violates sentence boundary + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1220 + * # FAIL: extension required on low side violates max initial length + * return 0 + * if f_back_low[0] < 0: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates sentence boundary + * return 0 + */ + __pyx_t_4 = ((__pyx_v_f_back_low[0]) < 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1222 + * if f_back_low[0] < 0: + * # FAIL: extension required on low side violates sentence boundary + * return 0 # <<<<<<<<<<<<<< + * + * if f_high != f_back_high[0]: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L23; + } + __pyx_L23:; + goto __pyx_L21; + } + __pyx_L21:; + goto __pyx_L18; + } + __pyx_L18:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1224 + * return 0 + * + * if f_high != f_back_high[0]: # <<<<<<<<<<<<<< + * if new_high_x == 0: + * if new_x >= max_new_x: + */ + __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1224; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = PyObject_RichCompare(__pyx_v_f_high, __pyx_t_2, Py_NE); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1224; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1224; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1225 + * + * if f_high != f_back_high[0]: + * if new_high_x == 0: # <<<<<<<<<<<<<< + * if new_x >= max_new_x: + * # FAIL: extension required on high side violates max # of gaps + */ + __pyx_t_4 = (__pyx_v_new_high_x == 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1226 + * if f_high != f_back_high[0]: + * if new_high_x == 0: + * if new_x >= max_new_x: # <<<<<<<<<<<<<< + * # FAIL: extension required on high side violates max # of gaps + * return 0 + */ + __pyx_t_4 = (__pyx_v_new_x >= __pyx_v_max_new_x); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1228 + * if new_x >= max_new_x: + * # FAIL: extension required on high side violates max # of gaps + * return 0 # <<<<<<<<<<<<<< + * else: + * new_x = new_x + 1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L26; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1230 + * return 0 + * else: + * new_x = new_x + 1 # <<<<<<<<<<<<<< + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: + */ + __pyx_v_new_x = (__pyx_v_new_x + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1231 + * else: + * new_x = new_x + 1 + * new_high_x = 1 # <<<<<<<<<<<<<< + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size + */ + __pyx_v_new_high_x = 1; + } + __pyx_L26:; + goto __pyx_L25; + } + __pyx_L25:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1232 + * new_x = new_x + 1 + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: # <<<<<<<<<<<<<< + * f_back_high[0] = f_high + min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_2 = PyNumber_Subtract(__pyx_t_6, __pyx_v_f_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_6 = PyInt_FromLong(__pyx_v_min_fx_size); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_7 = PyObject_RichCompare(__pyx_t_2, __pyx_t_6, Py_LT); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_7); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1233 + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size # <<<<<<<<<<<<<< + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on high side violates max initial length + */ + __pyx_t_7 = PyInt_FromLong(__pyx_v_min_fx_size); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_7); + __pyx_t_6 = PyNumber_Add(__pyx_v_f_high, __pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + (__pyx_v_f_back_high[0]) = __pyx_t_1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1234 + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: extension required on high side violates max initial length + * return 0 + */ + __pyx_t_4 = (((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1236 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on high side violates max initial length + * return 0 # <<<<<<<<<<<<<< + * if f_back_high[0] > f_sent_len: + * # FAIL: extension required on high side violates sentence boundary + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1237 + * # FAIL: extension required on high side violates max initial length + * return 0 + * if f_back_high[0] > f_sent_len: # <<<<<<<<<<<<<< + * # FAIL: extension required on high side violates sentence boundary + * return 0 + */ + __pyx_t_4 = ((__pyx_v_f_back_high[0]) > __pyx_v_f_sent_len); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1239 + * if f_back_high[0] > f_sent_len: + * # FAIL: extension required on high side violates sentence boundary + * return 0 # <<<<<<<<<<<<<< + * + * e_low_prev = e_low[0] + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L29; + } + __pyx_L29:; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L24; + } + __pyx_L24:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1241 + * return 0 + * + * e_low_prev = e_low[0] # <<<<<<<<<<<<<< + * e_high_prev = e_high[0] + * + */ + __pyx_v_e_low_prev = (__pyx_v_e_low[0]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1242 + * + * e_low_prev = e_low[0] + * e_high_prev = e_high[0] # <<<<<<<<<<<<<< + * + * self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) + */ + __pyx_v_e_high_prev = (__pyx_v_e_high[0]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1244 + * e_high_prev = e_high[0] + * + * self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) # <<<<<<<<<<<<<< + * self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) + * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: + */ + __pyx_t_6 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_f_back_low[0]), __pyx_v_f_low_prev, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_low, __pyx_v_e_high); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1245 + * + * self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) + * self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) # <<<<<<<<<<<<<< + * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: + * return 1 + */ + __pyx_t_6 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, __pyx_v_f_high_prev, (__pyx_v_f_back_high[0]), __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_low, __pyx_v_e_high); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1245; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1246 + * self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) + * self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) + * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: # <<<<<<<<<<<<<< + * return 1 + * if allow_arbitrary_x == 0: + */ + __pyx_t_4 = ((__pyx_v_e_low[0]) == __pyx_v_e_low_prev); + if (__pyx_t_4) { + __pyx_t_5 = ((__pyx_v_e_high[0]) == __pyx_v_e_high_prev); + __pyx_t_3 = __pyx_t_5; + } else { + __pyx_t_3 = __pyx_t_4; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1247 + * self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) + * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: + * return 1 # <<<<<<<<<<<<<< + * if allow_arbitrary_x == 0: + * # FAIL: arbitrary expansion not permitted + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L30; + } + __pyx_L30:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1248 + * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: + * return 1 + * if allow_arbitrary_x == 0: # <<<<<<<<<<<<<< + * # FAIL: arbitrary expansion not permitted + * return 0 + */ + __pyx_t_3 = (__pyx_v_allow_arbitrary_x == 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1250 + * if allow_arbitrary_x == 0: + * # FAIL: arbitrary expansion not permitted + * return 0 # <<<<<<<<<<<<<< + * if e_high[0] - e_low[0] > max_e_len: + * # FAIL: re-projection violates sentence max phrase length + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L31; + } + __pyx_L31:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1251 + * # FAIL: arbitrary expansion not permitted + * return 0 + * if e_high[0] - e_low[0] > max_e_len: # <<<<<<<<<<<<<< + * # FAIL: re-projection violates sentence max phrase length + * return 0 + */ + __pyx_t_3 = (((__pyx_v_e_high[0]) - (__pyx_v_e_low[0])) > __pyx_v_max_e_len); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1253 + * if e_high[0] - e_low[0] > max_e_len: + * # FAIL: re-projection violates sentence max phrase length + * return 0 # <<<<<<<<<<<<<< + * f_low_prev = f_back_low[0] + * f_high_prev = f_back_high[0] + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L32; + } + __pyx_L32:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1254 + * # FAIL: re-projection violates sentence max phrase length + * return 0 + * f_low_prev = f_back_low[0] # <<<<<<<<<<<<<< + * f_high_prev = f_back_high[0] + * + */ + __pyx_v_f_low_prev = (__pyx_v_f_back_low[0]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1255 + * return 0 + * f_low_prev = f_back_low[0] + * f_high_prev = f_back_high[0] # <<<<<<<<<<<<<< + * + * + */ + __pyx_v_f_high_prev = (__pyx_v_f_back_high[0]); + } + + __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_6); + __Pyx_XDECREF(__pyx_t_7); + __Pyx_WriteUnraisable("_cdec_sa.HieroCachingRuleFactory.find_fixpoint", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1258 + * + * + * 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__pyx_v_i < __pyx_t_1; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1262 + * cdef int i + * for i from in_low <= i < in_high: + * if in_links_low[i] != -1: # <<<<<<<<<<<<<< + * if out_low[0] == -1 or in_links_low[i] < out_low[0]: + * out_low[0] = in_links_low[i] + */ + __pyx_t_2 = ((__pyx_v_in_links_low[__pyx_v_i]) != -1); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1263 + * for i from in_low <= i < in_high: + * if in_links_low[i] != -1: + * if out_low[0] == -1 or in_links_low[i] < out_low[0]: # <<<<<<<<<<<<<< + * out_low[0] = in_links_low[i] + * if out_high[0] == -1 or in_links_high[i] > out_high[0]: + */ + __pyx_t_2 = ((__pyx_v_out_low[0]) == -1); + if (!__pyx_t_2) { + __pyx_t_3 = ((__pyx_v_in_links_low[__pyx_v_i]) < (__pyx_v_out_low[0])); + __pyx_t_4 = __pyx_t_3; + } else { + __pyx_t_4 = __pyx_t_2; + } + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1264 + * if in_links_low[i] != -1: + * if out_low[0] == -1 or in_links_low[i] < out_low[0]: + * out_low[0] = in_links_low[i] # <<<<<<<<<<<<<< + * if out_high[0] == -1 or in_links_high[i] > out_high[0]: + * out_high[0] = in_links_high[i] + */ + (__pyx_v_out_low[0]) = (__pyx_v_in_links_low[__pyx_v_i]); + goto __pyx_L6; + } + __pyx_L6:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1265 + * if out_low[0] == -1 or in_links_low[i] < out_low[0]: + * out_low[0] = in_links_low[i] + * if out_high[0] == -1 or in_links_high[i] > out_high[0]: # <<<<<<<<<<<<<< + * out_high[0] = in_links_high[i] + * + */ + __pyx_t_4 = ((__pyx_v_out_high[0]) == -1); + if (!__pyx_t_4) { + __pyx_t_2 = ((__pyx_v_in_links_high[__pyx_v_i]) > (__pyx_v_out_high[0])); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_4; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1266 + * out_low[0] = in_links_low[i] + * if out_high[0] == -1 or in_links_high[i] > out_high[0]: + * out_high[0] = in_links_high[i] # <<<<<<<<<<<<<< + * + * + */ + (__pyx_v_out_high[0]) = (__pyx_v_in_links_high[__pyx_v_i]); + goto __pyx_L7; + } + __pyx_L7:; + goto __pyx_L5; + } + __pyx_L5:; + } + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1269 + * + * + * cdef int* int_arr_extend(self, int* arr, int* arr_len, int* data, int data_len): # <<<<<<<<<<<<<< + * cdef int new_len + * new_len = arr_len[0] + data_len + */ + +static int *__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_int_arr_extend(CYTHON_UNUSED struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, int *__pyx_v_arr, int *__pyx_v_arr_len, int *__pyx_v_data, int __pyx_v_data_len) { + int __pyx_v_new_len; + int *__pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("int_arr_extend", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1271 + * 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PyObject *__pyx_v_indexes = NULL; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + int __pyx_t_5; + int __pyx_t_6; + int __pyx_t_7; + int __pyx_t_8; + long __pyx_t_9; + int __pyx_t_10; + PyObject *__pyx_t_11 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("extract_phrases", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1286 + * cdef result + * + * result = [] # <<<<<<<<<<<<<< + * len1 = 0 + * e_gaps1 = malloc(0) + */ + __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_result = ((PyObject *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1287 + * + * result = [] + * len1 = 0 # <<<<<<<<<<<<<< + * e_gaps1 = malloc(0) + * ephr_arr = IntList() + */ + __pyx_v_len1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1288 + * result = [] + * len1 = 0 + * e_gaps1 = malloc(0) # <<<<<<<<<<<<<< + * ephr_arr = IntList() + * + */ + __pyx_v_e_gaps1 = ((int *)malloc(0)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1289 + * len1 = 0 + * e_gaps1 = malloc(0) + * ephr_arr = IntList() # <<<<<<<<<<<<<< + * + * e_gap_order = malloc(num_gaps*sizeof(int)) + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_8_cdec_sa_IntList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1289; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_ephr_arr = ((struct __pyx_obj_8_cdec_sa_IntList *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1291 + * ephr_arr = IntList() + * + * e_gap_order = malloc(num_gaps*sizeof(int)) # 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__pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1295 + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: # <<<<<<<<<<<<<< + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: + */ + __pyx_t_4 = __pyx_v_i; + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1296 + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: # <<<<<<<<<<<<<< + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] + */ + __pyx_t_2 = ((__pyx_v_e_gap_low[__pyx_v_i]) < (__pyx_v_e_gap_low[__pyx_v_j])); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1297 + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: # <<<<<<<<<<<<<< + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i + */ + __pyx_t_5 = __pyx_v_i; + for (__pyx_v_k = 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+ __pyx_t_2 = (__pyx_v_self->tight_phrases == 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1307 + * e_x_high = e_high + * if self.tight_phrases == 0: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: # <<<<<<<<<<<<<< + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + */ + while (1) { + __pyx_t_2 = (__pyx_v_e_x_low > 0); + if (__pyx_t_2) { + __pyx_t_6 = ((__pyx_v_e_high - __pyx_v_e_x_low) < __pyx_v_self->train_max_initial_size); + if (__pyx_t_6) { + __pyx_t_7 = ((__pyx_v_e_links_low[(__pyx_v_e_x_low - 1)]) == -1); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_6; + } + __pyx_t_6 = __pyx_t_8; + } else { + __pyx_t_6 = __pyx_t_2; + } + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1308 + * if self.tight_phrases == 0: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 # <<<<<<<<<<<<<< + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + * e_x_high = e_x_high + 1 + */ + __pyx_v_e_x_low = (__pyx_v_e_x_low - 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1309 + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: # <<<<<<<<<<<<<< + * e_x_high = e_x_high + 1 + * + */ + while (1) { + __pyx_t_6 = (__pyx_v_e_x_high < __pyx_v_e_sent_len); + if (__pyx_t_6) { + __pyx_t_2 = ((__pyx_v_e_x_high - __pyx_v_e_low) < __pyx_v_self->train_max_initial_size); + if (__pyx_t_2) { + __pyx_t_8 = ((__pyx_v_e_links_low[__pyx_v_e_x_high]) == -1); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_t_2; + } + __pyx_t_2 = __pyx_t_7; + } else { + __pyx_t_2 = __pyx_t_6; + } + if (!__pyx_t_2) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1310 + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + * e_x_high = e_x_high + 1 # <<<<<<<<<<<<<< + * + * for i from e_x_low <= i <= e_low: + */ + __pyx_v_e_x_high = (__pyx_v_e_x_high + 1); + } + goto __pyx_L11; + } + __pyx_L11:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1312 + * e_x_high = e_x_high + 1 + * + * for i from e_x_low <= i <= e_low: # <<<<<<<<<<<<<< + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + * + */ + __pyx_t_3 = __pyx_v_e_low; + for (__pyx_v_i = __pyx_v_e_x_low; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1313 + * + * for i from e_x_low <= i <= e_low: + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) # <<<<<<<<<<<<<< + * + * for i from 0 <= i < num_gaps: + */ + __pyx_v_e_gaps1 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps1, (&__pyx_v_len1), (&__pyx_v_i), 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1315 + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + * + * for i from 0 <= i < num_gaps: # <<<<<<<<<<<<<< + * e_gaps2 = malloc(0) + * len2 = 0 + */ + __pyx_t_3 = __pyx_v_num_gaps; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1316 + * + * for i from 0 <= i < num_gaps: + * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< + * len2 = 0 + * + */ + __pyx_v_e_gaps2 = ((int *)malloc(0)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1317 + * for i from 0 <= i < num_gaps: + * e_gaps2 = malloc(0) + * len2 = 0 # <<<<<<<<<<<<<< + * + * j = e_gap_order[i] + */ + __pyx_v_len2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1319 + * len2 = 0 + * + * j = e_gap_order[i] # <<<<<<<<<<<<<< + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] + */ + __pyx_v_j = (__pyx_v_e_gap_order[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1320 + * + * j = e_gap_order[i] + * e_x_gap_low = e_gap_low[j] # <<<<<<<<<<<<<< + * e_x_gap_high = e_gap_high[j] + * if self.tight_phrases == 0: + */ + __pyx_v_e_x_gap_low = (__pyx_v_e_gap_low[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1321 + * j = e_gap_order[i] + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] # <<<<<<<<<<<<<< + * if self.tight_phrases == 0: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + */ + __pyx_v_e_x_gap_high = (__pyx_v_e_gap_high[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1322 + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] + * if self.tight_phrases == 0: # <<<<<<<<<<<<<< + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 + */ + __pyx_t_2 = (__pyx_v_self->tight_phrases == 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1323 + * e_x_gap_high = e_gap_high[j] + * if self.tight_phrases == 0: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: # <<<<<<<<<<<<<< + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + */ + while (1) { + __pyx_t_2 = (__pyx_v_e_x_gap_low > __pyx_v_e_x_low); + if (__pyx_t_2) { + __pyx_t_6 = ((__pyx_v_e_links_low[(__pyx_v_e_x_gap_low - 1)]) == -1); + __pyx_t_7 = __pyx_t_6; + } else { + __pyx_t_7 = __pyx_t_2; + } + if (!__pyx_t_7) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1324 + * if self.tight_phrases == 0: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 # <<<<<<<<<<<<<< + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + * e_x_gap_high = e_x_gap_high + 1 + */ + __pyx_v_e_x_gap_low = (__pyx_v_e_x_gap_low - 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1325 + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: # <<<<<<<<<<<<<< + * e_x_gap_high = e_x_gap_high + 1 + * + */ + while (1) { + __pyx_t_7 = (__pyx_v_e_x_gap_high < __pyx_v_e_x_high); + if (__pyx_t_7) { + __pyx_t_2 = ((__pyx_v_e_links_low[__pyx_v_e_x_gap_high]) == -1); + __pyx_t_6 = __pyx_t_2; + } else { + __pyx_t_6 = __pyx_t_7; + } + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1326 + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + * e_x_gap_high = e_x_gap_high + 1 # <<<<<<<<<<<<<< + * + * k = 0 + */ + __pyx_v_e_x_gap_high = (__pyx_v_e_x_gap_high + 1); + } + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1328 + * e_x_gap_high = e_x_gap_high + 1 + * + * k = 0 # <<<<<<<<<<<<<< + * step = 1+(i*2) + * while k < len1: + */ + __pyx_v_k = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1329 + * + * k = 0 + * step = 1+(i*2) # <<<<<<<<<<<<<< + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: + */ + __pyx_v_step = (1 + (__pyx_v_i * 2)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1330 + * k = 0 + * step = 1+(i*2) + * while k < len1: # <<<<<<<<<<<<<< + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: + */ + while (1) { + __pyx_t_6 = (__pyx_v_k < __pyx_v_len1); + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1331 + * step = 1+(i*2) + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: # <<<<<<<<<<<<<< + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: + */ + __pyx_t_4 = (__pyx_v_e_gap_low[__pyx_v_j]); + for (__pyx_v_m = __pyx_v_e_x_gap_low; __pyx_v_m <= __pyx_t_4; __pyx_v_m++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1332 + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: # <<<<<<<<<<<<<< + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + */ + __pyx_t_6 = (__pyx_v_m >= (__pyx_v_e_gaps1[((__pyx_v_k + __pyx_v_step) - 1)])); + if (__pyx_t_6) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1333 + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: # <<<<<<<<<<<<<< + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + */ + __pyx_t_5 = __pyx_v_e_x_gap_high; + for (__pyx_v_n = (__pyx_v_e_gap_high[__pyx_v_j]); __pyx_v_n <= __pyx_t_5; __pyx_v_n++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1334 + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + */ + __pyx_t_6 = ((__pyx_v_n - __pyx_v_m) >= 1); + if (__pyx_t_6) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1335 + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_k), __pyx_v_step); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1336 + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_m), 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1337 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) # <<<<<<<<<<<<<< + * k = k + step + * free(e_gaps1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_n), 1); + goto __pyx_L32; + } + __pyx_L32:; + } + goto __pyx_L29; + } + __pyx_L29:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1338 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step # <<<<<<<<<<<<<< + * free(e_gaps1) + * e_gaps1 = e_gaps2 + */ + __pyx_v_k = (__pyx_v_k + __pyx_v_step); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1339 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step + * free(e_gaps1) # <<<<<<<<<<<<<< + * e_gaps1 = e_gaps2 + * len1 = len2 + */ + free(__pyx_v_e_gaps1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1340 + * k = k + step + * free(e_gaps1) + * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< + * len1 = len2 + * + */ + __pyx_v_e_gaps1 = __pyx_v_e_gaps2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1341 + * free(e_gaps1) + * e_gaps1 = e_gaps2 + * len1 = len2 # <<<<<<<<<<<<<< + * + * step = 1+(num_gaps*2) + */ + __pyx_v_len1 = __pyx_v_len2; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1343 + * len1 = len2 + * + * step = 1+(num_gaps*2) # <<<<<<<<<<<<<< + * e_gaps2 = malloc(0) + * len2 = 0 + */ + __pyx_v_step = (1 + (__pyx_v_num_gaps * 2)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1344 + * + * step = 1+(num_gaps*2) + * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< + * len2 = 0 + * for i from e_high <= i <= e_x_high: + */ + __pyx_v_e_gaps2 = ((int *)malloc(0)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1345 + * step = 1+(num_gaps*2) + * e_gaps2 = malloc(0) + * len2 = 0 # <<<<<<<<<<<<<< + * for i from e_high <= i <= e_x_high: + * j = 0 + */ + __pyx_v_len2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1346 + * e_gaps2 = malloc(0) + * len2 = 0 + * for i from e_high <= i <= e_x_high: # <<<<<<<<<<<<<< + * j = 0 + * while j < len1: + */ + __pyx_t_3 = __pyx_v_e_x_high; + for (__pyx_v_i = __pyx_v_e_high; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1347 + * len2 = 0 + * for i from e_high <= i <= e_x_high: + * j = 0 # <<<<<<<<<<<<<< + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + */ + __pyx_v_j = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1348 + * for i from e_high <= i <= e_x_high: + * j = 0 + * while j < len1: # <<<<<<<<<<<<<< + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + */ + while (1) { + __pyx_t_6 = (__pyx_v_j < __pyx_v_len1); + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1349 + * j = 0 + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + */ + __pyx_t_6 = ((__pyx_v_i - (__pyx_v_e_gaps1[__pyx_v_j])) <= __pyx_v_self->train_max_initial_size); + if (__pyx_t_6) { + __pyx_t_7 = (__pyx_v_i >= (__pyx_v_e_gaps1[((__pyx_v_j + __pyx_v_step) - 1)])); + __pyx_t_2 = __pyx_t_7; + } else { + __pyx_t_2 = __pyx_t_6; + } + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1350 + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_j), __pyx_v_step); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1351 + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) # <<<<<<<<<<<<<< + * j = j + step + * free(e_gaps1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_i), 1); + goto __pyx_L37; + } + __pyx_L37:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1352 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step # <<<<<<<<<<<<<< + * free(e_gaps1) + * 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e_sent_start - 1 # <<<<<<<<<<<<<< + * f_sent_start = self.fda.sent_index.arr[matching.sent_id] + * f_sent_end = self.fda.sent_index.arr[matching.sent_id+1] + */ + __pyx_v_e_sent_len = ((__pyx_v_e_sent_end - __pyx_v_e_sent_start) - 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1417 + * e_sent_end = self.eda.sent_index.arr[matching.sent_id+1] + * e_sent_len = e_sent_end - e_sent_start - 1 + * f_sent_start = self.fda.sent_index.arr[matching.sent_id] # <<<<<<<<<<<<<< + * f_sent_end = self.fda.sent_index.arr[matching.sent_id+1] + * f_sent_len = f_sent_end - f_sent_start - 1 + */ + __pyx_v_f_sent_start = (__pyx_v_self->fda->sent_index->arr[__pyx_v_matching->sent_id]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1418 + * e_sent_len = e_sent_end - e_sent_start - 1 + * f_sent_start = self.fda.sent_index.arr[matching.sent_id] + * f_sent_end = self.fda.sent_index.arr[matching.sent_id+1] # <<<<<<<<<<<<<< + * f_sent_len = f_sent_end - f_sent_start - 1 + * + */ + __pyx_v_f_sent_end = (__pyx_v_self->fda->sent_index->arr[(__pyx_v_matching->sent_id + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1419 + * f_sent_start = self.fda.sent_index.arr[matching.sent_id] + * f_sent_end = self.fda.sent_index.arr[matching.sent_id+1] + * f_sent_len = f_sent_end - f_sent_start - 1 # <<<<<<<<<<<<<< + * + * self.findexes1.reset() + */ + __pyx_v_f_sent_len = ((__pyx_v_f_sent_end - __pyx_v_f_sent_start) - 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1421 + * f_sent_len = f_sent_end - f_sent_start - 1 + * + * self.findexes1.reset() # <<<<<<<<<<<<<< + * sofar = 0 + * for i in range(num_chunks): + */ + __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_self->findexes1), __pyx_n_s__reset); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1422 + * + * self.findexes1.reset() + * sofar = 0 # <<<<<<<<<<<<<< + * for i in range(num_chunks): + * for j in range(chunklen[i]): + */ + __Pyx_INCREF(__pyx_int_0); + __pyx_v_sofar = __pyx_int_0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1423 + * self.findexes1.reset() + * sofar = 0 + * for i in range(num_chunks): # <<<<<<<<<<<<<< + * for j in range(chunklen[i]): + * self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); + */ + __pyx_t_3 = __pyx_v_num_chunks; + for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { + __pyx_v_i = __pyx_t_4; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1424 + * sofar = 0 + * for i in range(num_chunks): + * for j in range(chunklen[i]): # <<<<<<<<<<<<<< + * self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); + * sofar += 1 + */ + __pyx_t_5 = (__pyx_v_chunklen[__pyx_v_i]); + for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { + __pyx_v_j = __pyx_t_6; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1425 + * for i in range(num_chunks): + * for j in range(chunklen[i]): + * self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); # <<<<<<<<<<<<<< + * sofar += 1 + * if (i+1arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1425; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_1 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes1), __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1425; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1426 + * for j in range(chunklen[i]): + * self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); + * sofar += 1 # <<<<<<<<<<<<<< + * if (i+1findexes1), __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1428; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1429 + * if (i+1 malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) + */ + __pyx_v_e_links_low = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1433 + * + * e_links_low = malloc(e_sent_len*sizeof(int)) + * e_links_high = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) + */ + __pyx_v_e_links_high = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1434 + * e_links_low = malloc(e_sent_len*sizeof(int)) + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_links_low = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1435 + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_links_high = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1436 + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1437 + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1438 + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + */ + __pyx_v_e_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1439 + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + */ + __pyx_v_e_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1440 + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + */ + memset(__pyx_v_f_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1441 + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + */ + memset(__pyx_v_f_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1442 + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + * + */ + memset(__pyx_v_e_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1443 + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * + * reason_for_failure = "" + */ + memset(__pyx_v_e_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1445 + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + * + * reason_for_failure = "" # <<<<<<<<<<<<<< + * + * for i from 0 <= i < e_sent_len: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_42)); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_42); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1447 + * reason_for_failure = "" + * + * for i from 0 <= i < e_sent_len: # <<<<<<<<<<<<<< + * e_links_low[i] = -1 + * e_links_high[i] = -1 + */ + __pyx_t_3 = __pyx_v_e_sent_len; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1448 + * + * for i from 0 <= i < e_sent_len: + * e_links_low[i] = -1 # <<<<<<<<<<<<<< + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: + */ + (__pyx_v_e_links_low[__pyx_v_i]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1449 + * for i from 0 <= i < e_sent_len: + * e_links_low[i] = -1 + * e_links_high[i] = -1 # <<<<<<<<<<<<<< + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 + */ + (__pyx_v_e_links_high[__pyx_v_i]) = -1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1450 + * e_links_low[i] = -1 + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: # <<<<<<<<<<<<<< + * f_links_low[i] = -1 + * f_links_high[i] = -1 + */ + __pyx_t_3 = __pyx_v_f_sent_len; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1451 + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 # <<<<<<<<<<<<<< + * f_links_high[i] = -1 + * + */ + (__pyx_v_f_links_low[__pyx_v_i]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1452 + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 + * f_links_high[i] = -1 # <<<<<<<<<<<<<< + * + * # this is really inefficient -- might be good to + */ + (__pyx_v_f_links_high[__pyx_v_i]) = -1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1458 + * # links that we care about (but then how to look up + * # when we want to check something on the e side?) + * i = 0 # <<<<<<<<<<<<<< + * while i < num_links*2: + * f_i = sent_links[i] + */ + __pyx_v_i = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1459 + * # when we want to check something on the e side?) + * i = 0 + * while i < num_links*2: # <<<<<<<<<<<<<< + * f_i = sent_links[i] + * e_i = sent_links[i+1] + */ + while (1) { + __pyx_t_7 = (__pyx_v_i < (__pyx_v_num_links * 2)); + if (!__pyx_t_7) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1460 + * i = 0 + * while i < num_links*2: + * f_i = sent_links[i] # <<<<<<<<<<<<<< + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + */ + __pyx_v_f_i = (__pyx_v_sent_links[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1461 + * while i < num_links*2: + * f_i = sent_links[i] + * e_i = sent_links[i+1] # <<<<<<<<<<<<<< + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i + */ + __pyx_v_e_i = (__pyx_v_sent_links[(__pyx_v_i + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1462 + * f_i = sent_links[i] + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: # <<<<<<<<<<<<<< + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + */ + __pyx_t_7 = ((__pyx_v_f_links_low[__pyx_v_f_i]) == -1); + if (!__pyx_t_7) { + __pyx_t_8 = ((__pyx_v_f_links_low[__pyx_v_f_i]) > __pyx_v_e_i); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1463 + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i # <<<<<<<<<<<<<< + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 + */ + (__pyx_v_f_links_low[__pyx_v_f_i]) = __pyx_v_e_i; + goto __pyx_L14; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1464 + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: # <<<<<<<<<<<<<< + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + */ + __pyx_t_9 = ((__pyx_v_f_links_high[__pyx_v_f_i]) == -1); + if (!__pyx_t_9) { + __pyx_t_7 = ((__pyx_v_f_links_high[__pyx_v_f_i]) < (__pyx_v_e_i + 1)); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_9; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1465 + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 # <<<<<<<<<<<<<< + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i + */ + (__pyx_v_f_links_high[__pyx_v_f_i]) = (__pyx_v_e_i + 1); + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1466 + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: # <<<<<<<<<<<<<< + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + */ + __pyx_t_8 = ((__pyx_v_e_links_low[__pyx_v_e_i]) == -1); + if (!__pyx_t_8) { + __pyx_t_9 = ((__pyx_v_e_links_low[__pyx_v_e_i]) > __pyx_v_f_i); + __pyx_t_7 = __pyx_t_9; + } else { + __pyx_t_7 = __pyx_t_8; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1467 + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i # <<<<<<<<<<<<<< + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 + */ + (__pyx_v_e_links_low[__pyx_v_e_i]) = __pyx_v_f_i; + goto __pyx_L16; + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1468 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: # <<<<<<<<<<<<<< + * e_links_high[e_i] = f_i + 1 + * i = i + 2 + */ + __pyx_t_7 = ((__pyx_v_e_links_high[__pyx_v_e_i]) == -1); + if (!__pyx_t_7) { + __pyx_t_8 = ((__pyx_v_e_links_high[__pyx_v_e_i]) < (__pyx_v_f_i + 1)); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1469 + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 # <<<<<<<<<<<<<< + * i = i + 2 + * + */ + (__pyx_v_e_links_high[__pyx_v_e_i]) = (__pyx_v_f_i + 1); + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1470 + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 + * i = i + 2 # <<<<<<<<<<<<<< + * + * als = [] + */ + __pyx_v_i = (__pyx_v_i + 2); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1472 + * i = i + 2 + * + * als = [] # <<<<<<<<<<<<<< + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + */ + __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1472; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_v_als = __pyx_t_2; + __pyx_t_2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1473 + * + * als = [] + * for x in range(matching.start,matching.end): # <<<<<<<<<<<<<< + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + * als.append(al) + */ + __pyx_t_3 = __pyx_v_matching->end; + for (__pyx_t_4 = __pyx_v_matching->start; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { + __pyx_v_x = __pyx_t_4; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1474 + * als = [] + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) # <<<<<<<<<<<<<< + * als.append(al) + * # check all source-side alignment constraints + */ + __pyx_t_2 = PyInt_FromLong(((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1474; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_1 = PyInt_FromLong((__pyx_v_f_links_low[((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1474; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1474; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_2); + __Pyx_GIVEREF(__pyx_t_2); + PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_2 = 0; + __pyx_t_1 = 0; + __Pyx_XDECREF(((PyObject *)__pyx_v_al)); + __pyx_v_al = __pyx_t_10; + __pyx_t_10 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1475 + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + * als.append(al) # <<<<<<<<<<<<<< + * # check all source-side alignment constraints + * met_constraints = 1 + */ + __pyx_t_11 = PyList_Append(__pyx_v_als, ((PyObject *)__pyx_v_al)); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1475; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1477 + * als.append(al) + * # check all source-side alignment constraints + * met_constraints = 1 # <<<<<<<<<<<<<< + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 + */ + __pyx_v_met_constraints = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1478 + * # check all source-side alignment constraints + * met_constraints = 1 + * if self.require_aligned_terminal: # <<<<<<<<<<<<<< + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: + */ + if (__pyx_v_self->require_aligned_terminal) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1479 + * met_constraints = 1 + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 # <<<<<<<<<<<<<< + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: + */ + __pyx_v_num_aligned_chunks = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1480 + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: # <<<<<<<<<<<<<< + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + */ + __pyx_t_3 = __pyx_v_num_chunks; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1481 + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 + */ + __pyx_t_4 = (__pyx_v_chunklen[__pyx_v_i]); + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1482 + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: # <<<<<<<<<<<<<< + * num_aligned_chunks = num_aligned_chunks + 1 + * break + */ + __pyx_t_9 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)]) > -1); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1483 + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 # <<<<<<<<<<<<<< + * break + * if num_aligned_chunks == 0: + */ + __pyx_v_num_aligned_chunks = (__pyx_v_num_aligned_chunks + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1484 + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 + * break # <<<<<<<<<<<<<< + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" + */ + goto __pyx_L24_break; + goto __pyx_L25; + } + __pyx_L25:; + } + __pyx_L24_break:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1485 + * num_aligned_chunks = num_aligned_chunks + 1 + * break + * if num_aligned_chunks == 0: # <<<<<<<<<<<<<< + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 + */ + __pyx_t_9 = (__pyx_v_num_aligned_chunks == 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1486 + * break + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" # <<<<<<<<<<<<<< + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_124)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_124); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1487 + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 # <<<<<<<<<<<<<< + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" + */ + __pyx_v_met_constraints = 0; + goto __pyx_L26; + } + __pyx_L26:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1488 + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: # <<<<<<<<<<<<<< + * reason_for_failure = "Unaligned chunk" + * met_constraints = 0 + */ + if (__pyx_v_self->require_aligned_chunks) { + __pyx_t_9 = (__pyx_v_num_aligned_chunks < __pyx_v_num_chunks); + __pyx_t_7 = __pyx_t_9; + } else { + __pyx_t_7 = __pyx_v_self->require_aligned_chunks; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1489 + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_125)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_125); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1490 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if met_constraints and self.tight_phrases: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1492 + * met_constraints = 0 + * + * if met_constraints and self.tight_phrases: # <<<<<<<<<<<<<< + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: + */ + if (__pyx_v_met_constraints) { + __pyx_t_7 = __pyx_v_self->tight_phrases; + } else { + __pyx_t_7 = __pyx_v_met_constraints; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1494 + * if met_constraints and self.tight_phrases: + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + */ + __pyx_t_12 = (__pyx_v_num_chunks - 1); + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1495 + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: # <<<<<<<<<<<<<< + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + */ + __pyx_t_7 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start)]) == -1); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1496 + * for i from 0 <= i < num_chunks-1: + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< + * met_constraints = 0 + * break + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_126)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_126); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1497 + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 # <<<<<<<<<<<<<< + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + */ + __pyx_v_met_constraints = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1498 + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + * break # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + */ + goto __pyx_L30_break; + goto __pyx_L31; + } + __pyx_L31:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1499 + * met_constraints = 0 + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: # <<<<<<<<<<<<<< + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + */ + __pyx_t_7 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - 1) - __pyx_v_f_sent_start)]) == -1); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1500 + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< + * met_constraints = 0 + * break + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_126)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_126); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1501 + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 # <<<<<<<<<<<<<< + * break + * + */ + __pyx_v_met_constraints = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1502 + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + * break # <<<<<<<<<<<<<< + * + * f_low = matching.arr[matching.start] - f_sent_start + */ + goto __pyx_L30_break; + goto __pyx_L32; + } + __pyx_L32:; + } + __pyx_L30_break:; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1504 + * break + * + * f_low = matching.arr[matching.start] - f_sent_start # <<<<<<<<<<<<<< + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + * if met_constraints: + */ + __pyx_v_f_low = ((__pyx_v_matching->arr[__pyx_v_matching->start]) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1505 + * + * f_low = matching.arr[matching.start] - f_sent_start + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start # <<<<<<<<<<<<<< + * if met_constraints: + * + */ + __pyx_v_f_high = (((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_matching->size) - 1)]) + (__pyx_v_chunklen[(__pyx_v_num_chunks - 1)])) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1506 + * f_low = matching.arr[matching.start] - f_sent_start + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + * if met_constraints: # <<<<<<<<<<<<<< + * + * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, + */ + if (__pyx_v_met_constraints) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1508 + * if met_constraints: + * + * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, # <<<<<<<<<<<<<< + * -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, + */ + __pyx_t_10 = PyInt_FromLong(__pyx_v_f_high); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1508; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1512 + * self.train_max_initial_size, self.train_max_initial_size, + * self.train_min_gap_size, 0, + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): # <<<<<<<<<<<<<< + * gap_error = 0 + * num_gaps = 0 + */ + __pyx_t_3 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_low, __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, (&__pyx_v_e_low), (&__pyx_v_e_high), (&__pyx_v_f_back_low), (&__pyx_v_f_back_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_min_gap_size, 0, ((__pyx_v_self->max_nonterminals - __pyx_v_num_chunks) + 1), 1, 1, 0, 0); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1513 + * self.train_min_gap_size, 0, + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + * gap_error = 0 # <<<<<<<<<<<<<< + * num_gaps = 0 + * + */ + __pyx_v_gap_error = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1514 + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + * gap_error = 0 + * num_gaps = 0 # <<<<<<<<<<<<<< + * + * if f_back_low < f_low: + */ + __pyx_v_num_gaps = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1516 + * num_gaps = 0 + * + * if f_back_low < f_low: # <<<<<<<<<<<<<< + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low + */ + __pyx_t_7 = (__pyx_v_f_back_low < __pyx_v_f_low); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1517 + * + * if f_back_low < f_low: + * f_gap_low[0] = f_back_low # <<<<<<<<<<<<<< + * f_gap_high[0] = f_low + * num_gaps = 1 + */ + (__pyx_v_f_gap_low[0]) = __pyx_v_f_back_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1518 + * if f_back_low < f_low: + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low # <<<<<<<<<<<<<< + * num_gaps = 1 + * gap_start = 0 + */ + (__pyx_v_f_gap_high[0]) = __pyx_v_f_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1519 + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low + * num_gaps = 1 # <<<<<<<<<<<<<< + * gap_start = 0 + * phrase_len = phrase_len+1 + */ + __pyx_v_num_gaps = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1520 + * f_gap_high[0] = f_low + * num_gaps = 1 + * gap_start = 0 # <<<<<<<<<<<<<< + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + */ + __pyx_v_gap_start = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1521 + * num_gaps = 1 + * gap_start = 0 + * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< + * if phrase_len > self.max_length: + * gap_error = 1 + */ + __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1522 + * gap_start = 0 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: # <<<<<<<<<<<<<< + * gap_error = 1 + * if self.tight_phrases: + */ + __pyx_t_7 = (__pyx_v_phrase_len > __pyx_v_self->max_length); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1523 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + * gap_error = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + */ + __pyx_v_gap_error = 1; + goto __pyx_L36; + } + __pyx_L36:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1524 + * if phrase_len > self.max_length: + * gap_error = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 + */ + if (__pyx_v_self->tight_phrases) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1525 + * gap_error = 1 + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: # <<<<<<<<<<<<<< + * gap_error = 1 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + */ + __pyx_t_7 = ((__pyx_v_f_links_low[__pyx_v_f_back_low]) == -1); + if (!__pyx_t_7) { + __pyx_t_9 = ((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) == -1); + __pyx_t_8 = __pyx_t_9; + } else { + __pyx_t_8 = __pyx_t_7; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1526 + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + * else: + */ + __pyx_v_gap_error = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1527 + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" # <<<<<<<<<<<<<< + * else: + * gap_start = 1 + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_127)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_127); + goto __pyx_L38; + } + __pyx_L38:; + goto __pyx_L37; + } + __pyx_L37:; + goto __pyx_L35; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1529 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + * else: + * gap_start = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases and f_links_low[f_low] == -1: + * # this is not a hard error. we can't extract this phrase + */ + __pyx_v_gap_start = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1530 + * else: + * gap_start = 1 + * if self.tight_phrases and f_links_low[f_low] == -1: # <<<<<<<<<<<<<< + * # this is not a hard error. we can't extract this phrase + * # but we still might be able to extract a superphrase + */ + if (__pyx_v_self->tight_phrases) { + __pyx_t_8 = ((__pyx_v_f_links_low[__pyx_v_f_low]) == -1); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_v_self->tight_phrases; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1533 + * # this is not a hard error. we can't extract this phrase + * # but we still might be able to extract a superphrase + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * for i from 0 <= i < matching.size - 1: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L39; + } + __pyx_L39:; + } + __pyx_L35:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1535 + * met_constraints = 0 + * + * for i from 0 <= i < matching.size - 1: # <<<<<<<<<<<<<< + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + */ + __pyx_t_12 = (__pyx_v_matching->size - 1); + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1536 + * + * for i from 0 <= i < matching.size - 1: + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start # <<<<<<<<<<<<<< + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + * num_gaps = num_gaps + 1 + */ + (__pyx_v_f_gap_low[(1 + __pyx_v_i)]) = (((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1537 + * for i from 0 <= i < matching.size - 1: + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start # <<<<<<<<<<<<<< + * num_gaps = num_gaps + 1 + * + */ + (__pyx_v_f_gap_high[(1 + __pyx_v_i)]) = ((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1538 + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< + * + * if f_high < f_back_high: + */ + __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1540 + * num_gaps = num_gaps + 1 + * + * if f_high < f_back_high: # <<<<<<<<<<<<<< + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high + */ + __pyx_t_7 = (__pyx_v_f_high < __pyx_v_f_back_high); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1541 + * + * if f_high < f_back_high: + * f_gap_low[gap_start+num_gaps] = f_high # <<<<<<<<<<<<<< + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 + */ + (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_high; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1542 + * if f_high < f_back_high: + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high # <<<<<<<<<<<<<< + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 + */ + (__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_back_high; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1543 + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + */ + __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1544 + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< + * if phrase_len > self.max_length: + * gap_error = 1 + */ + __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1545 + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: # <<<<<<<<<<<<<< + * gap_error = 1 + * if self.tight_phrases: + */ + __pyx_t_7 = (__pyx_v_phrase_len > __pyx_v_self->max_length); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1546 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + * gap_error = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + */ + __pyx_v_gap_error = 1; + goto __pyx_L43; + } + __pyx_L43:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1547 + * if phrase_len > self.max_length: + * gap_error = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 + */ + if (__pyx_v_self->tight_phrases) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1548 + * gap_error = 1 + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: # <<<<<<<<<<<<<< + * gap_error = 1 + * reason_for_failure = "Inside edges of following subphrase are not tight" + */ + __pyx_t_7 = ((__pyx_v_f_links_low[(__pyx_v_f_back_high - 1)]) == -1); + if (!__pyx_t_7) { + __pyx_t_8 = ((__pyx_v_f_links_low[__pyx_v_f_high]) == -1); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1549 + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Inside edges of following subphrase are not tight" + * else: + */ + __pyx_v_gap_error = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1550 + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 + * reason_for_failure = "Inside edges of following subphrase are not tight" # <<<<<<<<<<<<<< + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_128)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_128); + goto __pyx_L45; + } + __pyx_L45:; + goto __pyx_L44; + } + __pyx_L44:; + goto __pyx_L42; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1552 + * reason_for_failure = "Inside edges of following subphrase are not tight" + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + if (__pyx_v_self->tight_phrases) { + __pyx_t_9 = ((__pyx_v_f_links_low[(__pyx_v_f_high - 1)]) == -1); + __pyx_t_7 = __pyx_t_9; + } else { + __pyx_t_7 = __pyx_v_self->tight_phrases; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1553 + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if gap_error == 0: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L46; + } + __pyx_L46:; + } + __pyx_L42:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1555 + * met_constraints = 0 + * + * if gap_error == 0: # <<<<<<<<<<<<<< + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases + */ + __pyx_t_7 = (__pyx_v_gap_error == 0); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1556 + * + * if gap_error == 0: + * e_word_count = e_high - e_low # <<<<<<<<<<<<<< + * for i from 0 <= i < num_gaps: # check integrity of subphrases + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], + */ + __pyx_v_e_word_count = (__pyx_v_e_high - __pyx_v_e_low); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1557 + * if gap_error == 0: + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases # <<<<<<<<<<<<<< + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], + * f_links_low, f_links_high, e_links_low, e_links_high, + */ + __pyx_t_3 = __pyx_v_num_gaps; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1558 + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, + */ + __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1563 + * f_gap_low+gap_start+i, f_gap_high+gap_start+i, + * f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 + */ + __pyx_t_7 = (((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)]), __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, ((__pyx_v_e_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_e_gap_high + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_high + __pyx_v_gap_start) + __pyx_v_i), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0) == 0); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1565 + * self.train_max_initial_size, self.train_max_initial_size, + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) + * break + */ + __pyx_v_gap_error = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1566 + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 + * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) # <<<<<<<<<<<<<< + * break + * + */ + __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1566; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + __pyx_t_1 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1566; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1566; 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e_high, e_gap_low + gap_start, e_gap_high + gap_start, e_links_low, num_gaps, + * f_back_low, f_back_high, f_gap_low + gap_start, f_gap_high + gap_start, f_links_low, + * matching.sent_id, e_sent_len, e_sent_start) # <<<<<<<<<<<<<< + * if len(phrase_list) > 0: + * pair_count = 1.0 / len(phrase_list) + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->extract_phrases(__pyx_v_self, __pyx_v_e_low, __pyx_v_e_high, (__pyx_v_e_gap_low + __pyx_v_gap_start), (__pyx_v_e_gap_high + __pyx_v_gap_start), __pyx_v_e_links_low, __pyx_v_num_gaps, __pyx_v_f_back_low, __pyx_v_f_back_high, (__pyx_v_f_gap_low + __pyx_v_gap_start), (__pyx_v_f_gap_high + __pyx_v_gap_start), __pyx_v_f_links_low, __pyx_v_matching->sent_id, __pyx_v_e_sent_len, __pyx_v_e_sent_start); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1589; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_v_phrase_list = __pyx_t_2; + 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{__pyx_filename = __pyx_f[8]; __pyx_lineno = 1707; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + break; + } + __Pyx_GOTREF(__pyx_t_10); + } + if ((likely(PyTuple_CheckExact(__pyx_t_10))) || (PyList_CheckExact(__pyx_t_10))) { + PyObject* sequence = __pyx_t_10; + if (likely(PyTuple_CheckExact(sequence))) { + if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { + if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); + else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1707; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_t_14 = PyTuple_GET_ITEM(sequence, 0); + __pyx_t_1 = PyTuple_GET_ITEM(sequence, 1); + } else { + if (unlikely(PyList_GET_SIZE(sequence) != 2)) { + if (PyList_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); + else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1707; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_t_14 = PyList_GET_ITEM(sequence, 0); + __pyx_t_1 = PyList_GET_ITEM(sequence, 1); + } + __Pyx_INCREF(__pyx_t_14); + __Pyx_INCREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + } else { + Py_ssize_t index = -1; + __pyx_t_2 = PyObject_GetIter(__pyx_t_10); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1707; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + __pyx_t_17 = Py_TYPE(__pyx_t_2)->tp_iternext; + index = 0; __pyx_t_14 = __pyx_t_17(__pyx_t_2); if (unlikely(!__pyx_t_14)) goto __pyx_L92_unpacking_failed; + __Pyx_GOTREF(__pyx_t_14); + index = 1; __pyx_t_1 = __pyx_t_17(__pyx_t_2); if (unlikely(!__pyx_t_1)) goto __pyx_L92_unpacking_failed; + __Pyx_GOTREF(__pyx_t_1); + if (__Pyx_IternextUnpackEndCheck(__pyx_t_17(__pyx_t_2), 2) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1707; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + 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self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): # <<<<<<<<<<<<<< + * + * met_constraints = 1 + */ + __pyx_t_22 = (!__pyx_v_self->tight_phrases); + if (!__pyx_t_22) { + __pyx_t_23 = ((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) != -1); + if (__pyx_t_23) { + __pyx_t_24 = ((__pyx_v_f_links_low[__pyx_v_f_high]) != -1); + __pyx_t_25 = __pyx_t_24; + } else { + __pyx_t_25 = __pyx_t_23; + } + __pyx_t_23 = __pyx_t_25; + } else { + __pyx_t_23 = __pyx_t_22; + } + __pyx_t_22 = __pyx_t_23; + } else { + __pyx_t_22 = __pyx_t_21; + } + __pyx_t_21 = __pyx_t_22; + } else { + __pyx_t_21 = __pyx_t_20; + } + __pyx_t_20 = __pyx_t_21; + } else { + __pyx_t_20 = __pyx_t_19; + } + __pyx_t_19 = __pyx_t_20; + } else { + __pyx_t_19 = __pyx_t_8; + } + __pyx_t_8 = __pyx_t_19; + } else { + __pyx_t_8 = __pyx_t_18; + } + __pyx_t_18 = __pyx_t_8; + } else { + __pyx_t_18 = __pyx_t_7; + } + 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(__pyx_v_self->tight_phrases) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1722 + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: # <<<<<<<<<<<<<< + * f_x_low = f_x_low - 1 + * if f_x_low < 0: + */ + while (1) { + __pyx_t_7 = (__pyx_v_f_x_low >= 0); + if (__pyx_t_7) { + __pyx_t_9 = ((__pyx_v_f_links_low[__pyx_v_f_x_low]) == -1); + __pyx_t_18 = __pyx_t_9; + } else { + __pyx_t_18 = __pyx_t_7; + } + if (!__pyx_t_18) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1723 + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 # <<<<<<<<<<<<<< + * if f_x_low < 0: + * met_constraints = 0 + */ + __pyx_v_f_x_low = (__pyx_v_f_x_low - 1); + } + goto __pyx_L95; + } + __pyx_L95:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1724 + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 + * if f_x_low < 0: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_18 = (__pyx_v_f_x_low < 0); + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1725 + * f_x_low = f_x_low - 1 + * if f_x_low < 0: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * f_x_high = f_high+self.train_min_gap_size + */ + __pyx_v_met_constraints = 0; + goto __pyx_L98; + } + __pyx_L98:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1727 + * met_constraints = 0 + * + * f_x_high = f_high+self.train_min_gap_size # <<<<<<<<<<<<<< + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + */ + __pyx_v_f_x_high = (__pyx_v_f_high + __pyx_v_self->train_min_gap_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1728 + * + * f_x_high = f_high+self.train_min_gap_size + * if self.tight_phrases: # <<<<<<<<<<<<<< + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + */ + if (__pyx_v_self->tight_phrases) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1729 + * f_x_high = f_high+self.train_min_gap_size + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: # <<<<<<<<<<<<<< + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + */ + while (1) { + __pyx_t_18 = (__pyx_v_f_x_high <= __pyx_v_f_sent_len); + if (__pyx_t_18) { + __pyx_t_7 = ((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) == -1); + __pyx_t_9 = __pyx_t_7; + } else { + __pyx_t_9 = __pyx_t_18; + } + if (!__pyx_t_9) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1730 + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 # <<<<<<<<<<<<<< + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + * met_constraints = 0 + */ + __pyx_v_f_x_high = (__pyx_v_f_x_high + 1); + } + goto __pyx_L99; + } + __pyx_L99:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1731 + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_9 = (__pyx_v_f_x_high > __pyx_v_f_sent_len); + if (!__pyx_t_9) { + __pyx_t_18 = ((__pyx_v_f_x_high - __pyx_v_f_x_low) > __pyx_v_self->train_max_initial_size); + __pyx_t_7 = __pyx_t_18; + } else { + __pyx_t_7 = __pyx_t_9; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1732 + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if (met_constraints and + */ + __pyx_v_met_constraints = 0; + goto __pyx_L102; + } + __pyx_L102:; + + /* 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<<<<<<<<<<<<<< + * 1, 1, 2, 1, 1, 1, 1) and + * ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and + */ + if (((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_15, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_e_low, __pyx_v_e_high, (&__pyx_v_e_x_low), (&__pyx_v_e_x_high), (&__pyx_v_f_x_low), (&__pyx_v_f_x_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 1, 1, 2, 1, 1, 1, 1)) { + __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1741 + * self.train_max_initial_size, self.train_max_initial_size, + * 1, 1, 2, 1, 1, 1, 1) and + * ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and # <<<<<<<<<<<<<< + * self.find_fixpoint(f_x_low, 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1); + __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0; + } + __pyx_t_8 = __pyx_t_9; + } else { + __pyx_t_8 = __pyx_v_met_constraints; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1755 + * self.train_max_initial_size, self.train_max_initial_size, + * 0, 0, 0, 0, 0, 0, 0)): + * fphr_arr._clear() # <<<<<<<<<<<<<< + * i = 1 + * self.findexes.reset() + */ + ((struct __pyx_vtabstruct_8_cdec_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_clear(__pyx_v_fphr_arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1756 + * 0, 0, 0, 0, 0, 0, 0)): + * fphr_arr._clear() + * i = 1 # <<<<<<<<<<<<<< + * self.findexes.reset() + * self.findexes.append(sym_setindex(self.category, i)) + */ + __pyx_v_i = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1757 + * fphr_arr._clear() + * i = 1 + * self.findexes.reset() # <<<<<<<<<<<<<< + * self.findexes.append(sym_setindex(self.category, i)) + * 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_15); + __Pyx_INCREF(((PyObject *)__pyx_v_fphr)); + PyTuple_SET_ITEM(__pyx_t_15, 0, ((PyObject *)__pyx_v_fphr)); + __Pyx_GIVEREF(((PyObject *)__pyx_v_fphr)); + __Pyx_INCREF(__pyx_v_phrase2); + PyTuple_SET_ITEM(__pyx_t_15, 1, __pyx_v_phrase2); + __Pyx_GIVEREF(__pyx_v_phrase2); + PyTuple_SET_ITEM(__pyx_t_15, 2, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + PyTuple_SET_ITEM(__pyx_t_15, 3, __pyx_t_10); + __Pyx_GIVEREF(__pyx_t_10); + __pyx_t_1 = 0; + __pyx_t_10 = 0; + __pyx_t_10 = __Pyx_PyObject_Append(__pyx_v_extracts, ((PyObject *)__pyx_t_15)); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1780; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0; + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + } + __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; + goto __pyx_L103; + } + __pyx_L103:; + goto __pyx_L94; + } + __pyx_L94:; + goto 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PyObject *k) { + struct __pyx_obj_8_cdec_sa_FloatList *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_FloatList *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_FloatList; + if (__pyx_pw_8_cdec_sa_9FloatList_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_FloatList(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_8_cdec_sa_9FloatList_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_8_cdec_sa_FloatList(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_8_cdec_sa_FloatList(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_8_cdec_sa_9FloatList_7__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_8_cdec_sa_FloatList[] = { + {__Pyx_NAMESTR("append"), (PyCFunction)__pyx_pw_8_cdec_sa_9FloatList_11append, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_8_cdec_sa_9FloatList_13write, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_8_cdec_sa_9FloatList_15read, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_FloatList = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 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/*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_FloatList, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_IntList __pyx_vtable_8_cdec_sa_IntList; + +static PyObject *__pyx_tp_new_8_cdec_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_IntList *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_IntList *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_IntList; + if (__pyx_pw_8_cdec_sa_7IntList_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_IntList(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_8_cdec_sa_7IntList_15__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_8_cdec_sa_IntList(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_8_cdec_sa_IntList(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_8_cdec_sa_7IntList_19__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_8_cdec_sa_IntList[] = { + {__Pyx_NAMESTR("index"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_5index, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("partition"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_7partition, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("_doquicksort"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_9_doquicksort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sort"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_11sort, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reset"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_13reset, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getSize"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_23getSize, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("append"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_25append, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("extend"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_27extend, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_29write, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_31read, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_IntList = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_IntList = { + __pyx_pw_8_cdec_sa_7IntList_21__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_8_cdec_sa_IntList, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_IntList = { + __pyx_pw_8_cdec_sa_7IntList_21__len__, /*mp_length*/ + __pyx_pw_8_cdec_sa_7IntList_17__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_8_cdec_sa_IntList, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_IntList = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_IntList = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.IntList"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_IntList), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_IntList, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_IntList, /*tp_as_number*/ + &__pyx_tp_as_sequence_IntList, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_IntList, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_8_cdec_sa_7IntList_3__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_IntList, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_IntList, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_IntList, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_StringMap __pyx_vtable_8_cdec_sa_StringMap; + +static PyObject *__pyx_tp_new_8_cdec_sa_StringMap(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_StringMap *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_StringMap *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_StringMap; + if (__pyx_pw_8_cdec_sa_9StringMap_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_StringMap(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_8_cdec_sa_9StringMap_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_8_cdec_sa_StringMap[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_StringMap = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_StringMap = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_StringMap = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_StringMap = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_StringMap = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.StringMap"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_StringMap), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_StringMap, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_StringMap, /*tp_as_number*/ + &__pyx_tp_as_sequence_StringMap, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_StringMap, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_StringMap, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_StringMap, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_StringMap, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_DataArray __pyx_vtable_8_cdec_sa_DataArray; + +static PyObject *__pyx_tp_new_8_cdec_sa_DataArray(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_DataArray *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_DataArray *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_DataArray; + p->word2id = Py_None; Py_INCREF(Py_None); + p->id2word = Py_None; Py_INCREF(Py_None); + p->data = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_id = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_index = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_9DataArray_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_DataArray(PyObject *o) { + struct __pyx_obj_8_cdec_sa_DataArray *p = (struct __pyx_obj_8_cdec_sa_DataArray *)o; + Py_XDECREF(p->word2id); + Py_XDECREF(p->id2word); + Py_XDECREF(((PyObject *)p->data)); + Py_XDECREF(((PyObject *)p->sent_id)); + Py_XDECREF(((PyObject *)p->sent_index)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_DataArray(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_DataArray *p = (struct __pyx_obj_8_cdec_sa_DataArray *)o; + if (p->word2id) { + e = (*v)(p->word2id, a); if (e) return e; + } + if (p->id2word) { + e = (*v)(p->id2word, a); if (e) return e; + } + if (p->data) { + e = (*v)(((PyObject*)p->data), a); if (e) return e; + } + if (p->sent_id) { + e = (*v)(((PyObject*)p->sent_id), a); if (e) return e; + } + if (p->sent_index) { + e = (*v)(((PyObject*)p->sent_index), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_DataArray(PyObject *o) { + struct __pyx_obj_8_cdec_sa_DataArray *p = (struct __pyx_obj_8_cdec_sa_DataArray *)o; + PyObject* tmp; + tmp = ((PyObject*)p->word2id); + p->word2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2word); + p->id2word = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->data); + p->data = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_id); + p->sent_id = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_index); + p->sent_index = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_8_cdec_sa_DataArray[] = { + {__Pyx_NAMESTR("getSentId"), (PyCFunction)__pyx_pw_8_cdec_sa_9DataArray_5getSentId, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getSent"), (PyCFunction)__pyx_pw_8_cdec_sa_9DataArray_7getSent, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getSentPos"), (PyCFunction)__pyx_pw_8_cdec_sa_9DataArray_9getSentPos, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_id"), (PyCFunction)__pyx_pw_8_cdec_sa_9DataArray_11get_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_word"), (PyCFunction)__pyx_pw_8_cdec_sa_9DataArray_13get_word, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_8_cdec_sa_9DataArray_15write_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_8_cdec_sa_9DataArray_17read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_9DataArray_19read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_9DataArray_21write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced_handle"), (PyCFunction)__pyx_pw_8_cdec_sa_9DataArray_23write_enhanced_handle, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_8_cdec_sa_9DataArray_25write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_DataArray = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_DataArray = { + __pyx_pw_8_cdec_sa_9DataArray_3__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_DataArray = { + __pyx_pw_8_cdec_sa_9DataArray_3__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_DataArray = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_DataArray = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.DataArray"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_DataArray), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_DataArray, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_DataArray, /*tp_as_number*/ + &__pyx_tp_as_sequence_DataArray, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_DataArray, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_DataArray, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_DataArray, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_DataArray, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_DataArray, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_DataArray, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_Alignment __pyx_vtable_8_cdec_sa_Alignment; + +static PyObject *__pyx_tp_new_8_cdec_sa_Alignment(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_Alignment *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_Alignment *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_Alignment; + p->links = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_index = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_9Alignment_5__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_Alignment(PyObject *o) { + struct __pyx_obj_8_cdec_sa_Alignment *p = (struct __pyx_obj_8_cdec_sa_Alignment *)o; + Py_XDECREF(((PyObject *)p->links)); + Py_XDECREF(((PyObject *)p->sent_index)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_Alignment(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_Alignment *p = (struct __pyx_obj_8_cdec_sa_Alignment *)o; + if (p->links) { + e = (*v)(((PyObject*)p->links), a); if (e) return e; + } + if (p->sent_index) { + e = (*v)(((PyObject*)p->sent_index), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_Alignment(PyObject *o) { + struct __pyx_obj_8_cdec_sa_Alignment *p = (struct __pyx_obj_8_cdec_sa_Alignment *)o; + PyObject* tmp; + tmp = ((PyObject*)p->links); + p->links = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_index); + p->sent_index = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_8_cdec_sa_Alignment[] = { + {__Pyx_NAMESTR("unlink"), (PyCFunction)__pyx_pw_8_cdec_sa_9Alignment_1unlink, METH_O, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_9Alignment_unlink)}, + {__Pyx_NAMESTR("get_sent_links"), (PyCFunction)__pyx_pw_8_cdec_sa_9Alignment_3get_sent_links, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_8_cdec_sa_9Alignment_7read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_9Alignment_9read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_8_cdec_sa_9Alignment_11write_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_9Alignment_13write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_8_cdec_sa_9Alignment_15write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("alignment"), (PyCFunction)__pyx_pw_8_cdec_sa_9Alignment_17alignment, METH_O, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_9Alignment_16alignment)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Alignment = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Alignment = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Alignment = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Alignment = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_Alignment = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.Alignment"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_Alignment), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_Alignment, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Alignment, /*tp_as_number*/ + &__pyx_tp_as_sequence_Alignment, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Alignment, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Alignment, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_Alignment, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_Alignment, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_Alignment, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_Alignment, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_BiLex __pyx_vtable_8_cdec_sa_BiLex; + +static PyObject *__pyx_tp_new_8_cdec_sa_BiLex(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_BiLex *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_BiLex *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_BiLex; + p->col1 = ((struct __pyx_obj_8_cdec_sa_FloatList *)Py_None); Py_INCREF(Py_None); + p->col2 = ((struct __pyx_obj_8_cdec_sa_FloatList *)Py_None); Py_INCREF(Py_None); + p->f_index = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->e_index = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->id2eword = Py_None; Py_INCREF(Py_None); + p->id2fword = Py_None; Py_INCREF(Py_None); + p->eword2id = Py_None; Py_INCREF(Py_None); + p->fword2id = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_5BiLex_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_BiLex(PyObject *o) { + struct __pyx_obj_8_cdec_sa_BiLex *p = (struct __pyx_obj_8_cdec_sa_BiLex *)o; + Py_XDECREF(((PyObject *)p->col1)); + Py_XDECREF(((PyObject *)p->col2)); + Py_XDECREF(((PyObject *)p->f_index)); + Py_XDECREF(((PyObject *)p->e_index)); + Py_XDECREF(p->id2eword); + Py_XDECREF(p->id2fword); + Py_XDECREF(p->eword2id); + Py_XDECREF(p->fword2id); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_BiLex(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_BiLex *p = (struct __pyx_obj_8_cdec_sa_BiLex *)o; + if (p->col1) { + e = (*v)(((PyObject*)p->col1), a); if (e) return e; + } + if (p->col2) { + e = (*v)(((PyObject*)p->col2), a); if (e) return e; + } + if (p->f_index) { + e = (*v)(((PyObject*)p->f_index), a); if (e) return e; + } + if (p->e_index) { + e = (*v)(((PyObject*)p->e_index), a); if (e) return e; + } + if (p->id2eword) { + e = (*v)(p->id2eword, a); if (e) return e; + } + if (p->id2fword) { + e = (*v)(p->id2fword, a); if (e) return e; + } + if (p->eword2id) { + e = (*v)(p->eword2id, a); if (e) return e; + } + if (p->fword2id) { + e = (*v)(p->fword2id, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_BiLex(PyObject *o) { + struct __pyx_obj_8_cdec_sa_BiLex *p = (struct __pyx_obj_8_cdec_sa_BiLex *)o; + PyObject* tmp; + tmp = ((PyObject*)p->col1); + p->col1 = ((struct __pyx_obj_8_cdec_sa_FloatList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->col2); + p->col2 = ((struct __pyx_obj_8_cdec_sa_FloatList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->f_index); + p->f_index = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->e_index); + p->e_index = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2eword); + p->id2eword = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2fword); + p->id2fword = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eword2id); + p->eword2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fword2id); + p->fword2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_8_cdec_sa_BiLex[] = { + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_5BiLex_3write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_5BiLex_5read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_e_id"), (PyCFunction)__pyx_pw_8_cdec_sa_5BiLex_7get_e_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_f_id"), (PyCFunction)__pyx_pw_8_cdec_sa_5BiLex_9get_f_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_8_cdec_sa_5BiLex_11read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_8_cdec_sa_5BiLex_13write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_score"), (PyCFunction)__pyx_pw_8_cdec_sa_5BiLex_15get_score, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_8_cdec_sa_5BiLex_17write_text, METH_O, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_5BiLex_16write_text)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_BiLex = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_BiLex = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_BiLex = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_BiLex = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_BiLex = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.BiLex"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_BiLex), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_BiLex, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_BiLex, /*tp_as_number*/ + &__pyx_tp_as_sequence_BiLex, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_BiLex, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_BiLex, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_BiLex, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_BiLex, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_BiLex, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_BiLex, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_8_cdec_sa_BitSetIterator(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_BitSetIterator(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_8_cdec_sa_BitSetIterator[] = { + {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_8_cdec_sa_14BitSetIterator_1__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_BitSetIterator = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_BitSetIterator = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_BitSetIterator = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_BitSetIterator = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_BitSetIterator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.BitSetIterator"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_BitSetIterator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_BitSetIterator, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_BitSetIterator, /*tp_as_number*/ + &__pyx_tp_as_sequence_BitSetIterator, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_BitSetIterator, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_BitSetIterator, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + __pyx_pw_8_cdec_sa_14BitSetIterator_1__next__, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_BitSetIterator, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_BitSetIterator, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_8_cdec_sa_BitSet(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + if (__pyx_pw_8_cdec_sa_6BitSet_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_BitSet(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_8_cdec_sa_6BitSet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_8_cdec_sa_BitSet[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_8_cdec_sa_6BitSet_7insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_8_cdec_sa_6BitSet_9findsucc, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("min"), (PyCFunction)__pyx_pw_8_cdec_sa_6BitSet_13min, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("max"), (PyCFunction)__pyx_pw_8_cdec_sa_6BitSet_15max, METH_NOARGS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_BitSet = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_BitSet = { + __pyx_pw_8_cdec_sa_6BitSet_17__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + __pyx_pw_8_cdec_sa_6BitSet_19__contains__, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_BitSet = { + __pyx_pw_8_cdec_sa_6BitSet_17__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_BitSet = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_BitSet = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.BitSet"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_BitSet), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_BitSet, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_BitSet, /*tp_as_number*/ + &__pyx_tp_as_sequence_BitSet, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_BitSet, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_8_cdec_sa_6BitSet_11__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_BitSet, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_8_cdec_sa_6BitSet_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_BitSet, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_BitSet, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_8_cdec_sa_VEBIterator(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_VEBIterator(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_8_cdec_sa_VEBIterator[] = { + {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_8_cdec_sa_11VEBIterator_1__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_VEBIterator = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_VEBIterator = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_VEBIterator = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_VEBIterator = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_VEBIterator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.VEBIterator"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_VEBIterator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_VEBIterator, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_VEBIterator, /*tp_as_number*/ + &__pyx_tp_as_sequence_VEBIterator, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_VEBIterator, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_VEBIterator, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + __pyx_pw_8_cdec_sa_11VEBIterator_1__next__, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_VEBIterator, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_VEBIterator, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_VEB __pyx_vtable_8_cdec_sa_VEB; + +static PyObject *__pyx_tp_new_8_cdec_sa_VEB(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_VEB *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_VEB *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_VEB; + if (__pyx_pw_8_cdec_sa_3VEB_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_VEB(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_8_cdec_sa_3VEB_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_8_cdec_sa_VEB[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_8_cdec_sa_3VEB_7insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_8_cdec_sa_3VEB_9findsucc, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_VEB = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_VEB = { + __pyx_pw_8_cdec_sa_3VEB_11__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + __pyx_pw_8_cdec_sa_3VEB_13__contains__, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_VEB = { + __pyx_pw_8_cdec_sa_3VEB_11__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_VEB = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_VEB = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.VEB"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_VEB), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_VEB, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_VEB, /*tp_as_number*/ + &__pyx_tp_as_sequence_VEB, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_VEB, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_VEB, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_8_cdec_sa_3VEB_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_VEB, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_VEB, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_8_cdec_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_LCP *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_LCP *)o); + p->sa = ((struct __pyx_obj_8_cdec_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + p->lcp = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_3LCP_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_LCP(PyObject *o) { + struct __pyx_obj_8_cdec_sa_LCP *p = (struct __pyx_obj_8_cdec_sa_LCP *)o; + Py_XDECREF(((PyObject *)p->sa)); + Py_XDECREF(((PyObject *)p->lcp)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_LCP(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_LCP *p = (struct __pyx_obj_8_cdec_sa_LCP *)o; + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + if (p->lcp) { + e = (*v)(((PyObject*)p->lcp), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_LCP(PyObject *o) { + struct __pyx_obj_8_cdec_sa_LCP *p = (struct __pyx_obj_8_cdec_sa_LCP *)o; + PyObject* tmp; + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_8_cdec_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->lcp); + p->lcp = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_8_cdec_sa_LCP[] = { + {__Pyx_NAMESTR("compute_stats"), (PyCFunction)__pyx_pw_8_cdec_sa_3LCP_3compute_stats, METH_O, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_3LCP_2compute_stats)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_LCP = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_LCP = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_LCP = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_LCP = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_LCP = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.LCP"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_LCP), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_LCP, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_LCP, /*tp_as_number*/ + &__pyx_tp_as_sequence_LCP, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_LCP, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_LCP, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_LCP, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_LCP, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_LCP, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_LCP, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_Alphabet __pyx_vtable_8_cdec_sa_Alphabet; + +static PyObject *__pyx_tp_new_8_cdec_sa_Alphabet(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_Alphabet *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_Alphabet *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_Alphabet; + p->terminals = ((struct __pyx_obj_8_cdec_sa_StringMap *)Py_None); Py_INCREF(Py_None); + p->nonterminals = ((struct __pyx_obj_8_cdec_sa_StringMap *)Py_None); Py_INCREF(Py_None); + p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_8Alphabet_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_Alphabet(PyObject *o) { + struct __pyx_obj_8_cdec_sa_Alphabet *p = (struct __pyx_obj_8_cdec_sa_Alphabet *)o; + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_8_cdec_sa_8Alphabet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_XDECREF(((PyObject *)p->terminals)); + Py_XDECREF(((PyObject *)p->nonterminals)); + Py_XDECREF(((PyObject *)p->id2sym)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_Alphabet(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_Alphabet *p = (struct __pyx_obj_8_cdec_sa_Alphabet *)o; + if (p->terminals) { + e = (*v)(((PyObject*)p->terminals), a); if (e) return e; + } + if (p->nonterminals) { + e = (*v)(((PyObject*)p->nonterminals), a); if (e) return e; + } + if (p->id2sym) { + e = (*v)(p->id2sym, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_Alphabet(PyObject *o) { + struct __pyx_obj_8_cdec_sa_Alphabet *p = (struct __pyx_obj_8_cdec_sa_Alphabet *)o; + PyObject* tmp; + tmp = ((PyObject*)p->terminals); + p->terminals = ((struct __pyx_obj_8_cdec_sa_StringMap *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->nonterminals); + p->nonterminals = ((struct __pyx_obj_8_cdec_sa_StringMap *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2sym); + p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_8_cdec_sa_8Alphabet_terminals(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_8Alphabet_9terminals_1__get__(o); +} + +static PyObject *__pyx_getprop_8_cdec_sa_8Alphabet_nonterminals(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_8Alphabet_12nonterminals_1__get__(o); +} + +static PyMethodDef __pyx_methods_8_cdec_sa_Alphabet[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_8_cdec_sa_Alphabet[] = { + {(char *)"terminals", __pyx_getprop_8_cdec_sa_8Alphabet_terminals, 0, 0, 0}, + {(char *)"nonterminals", __pyx_getprop_8_cdec_sa_8Alphabet_nonterminals, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Alphabet = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Alphabet = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Alphabet = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Alphabet = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_Alphabet = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.Alphabet"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_Alphabet), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_Alphabet, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Alphabet, /*tp_as_number*/ + &__pyx_tp_as_sequence_Alphabet, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Alphabet, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Alphabet, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_Alphabet, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_Alphabet, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_Alphabet, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_8_cdec_sa_Alphabet, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_Alphabet, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_Phrase __pyx_vtable_8_cdec_sa_Phrase; + +static PyObject *__pyx_tp_new_8_cdec_sa_Phrase(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_Phrase *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_Phrase *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_Phrase; + if (__pyx_pw_8_cdec_sa_6Phrase_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_Phrase(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_8_cdec_sa_6Phrase_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_8_cdec_sa_Phrase(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyMethodDef __pyx_methods_8_cdec_sa_Phrase[] = { + {__Pyx_NAMESTR("handle"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_7handle, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_6Phrase_6handle)}, + {__Pyx_NAMESTR("strhandle"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_9strhandle, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("arity"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_11arity, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getvarpos"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_13getvarpos, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getvar"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_15getvar, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("clen"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_17clen, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getchunk"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_19getchunk, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("subst"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_31subst, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Phrase = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Phrase = { + __pyx_pw_8_cdec_sa_6Phrase_25__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_8_cdec_sa_Phrase, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Phrase = { + __pyx_pw_8_cdec_sa_6Phrase_25__len__, /*mp_length*/ + __pyx_pw_8_cdec_sa_6Phrase_27__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Phrase = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_Phrase = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.Phrase"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_Phrase), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_Phrase, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_8_cdec_sa_6Phrase_21__cmp__, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Phrase, /*tp_as_number*/ + &__pyx_tp_as_sequence_Phrase, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Phrase, /*tp_as_mapping*/ + __pyx_pw_8_cdec_sa_6Phrase_23__hash__, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_8_cdec_sa_6Phrase_5__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Phrase, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_8_cdec_sa_6Phrase_29__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_Phrase, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_Phrase, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_8_cdec_sa_Rule(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_Rule *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_Rule *)o); + p->f = ((struct __pyx_obj_8_cdec_sa_Phrase *)Py_None); Py_INCREF(Py_None); + p->e = ((struct __pyx_obj_8_cdec_sa_Phrase *)Py_None); Py_INCREF(Py_None); + p->word_alignments = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_4Rule_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_Rule(PyObject *o) { + struct __pyx_obj_8_cdec_sa_Rule *p = (struct __pyx_obj_8_cdec_sa_Rule *)o; + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_8_cdec_sa_4Rule_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_XDECREF(((PyObject *)p->f)); + Py_XDECREF(((PyObject *)p->e)); + Py_XDECREF(p->word_alignments); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_Rule(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_Rule *p = (struct __pyx_obj_8_cdec_sa_Rule *)o; + if (p->f) { + e = (*v)(((PyObject*)p->f), a); if (e) return e; + } + if (p->e) { + e = (*v)(((PyObject*)p->e), a); if (e) return e; + } + if (p->word_alignments) { + e = (*v)(p->word_alignments, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_Rule(PyObject *o) { + struct __pyx_obj_8_cdec_sa_Rule *p = (struct __pyx_obj_8_cdec_sa_Rule *)o; + PyObject* tmp; + tmp = ((PyObject*)p->f); + p->f = ((struct __pyx_obj_8_cdec_sa_Phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->e); + p->e = ((struct __pyx_obj_8_cdec_sa_Phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->word_alignments); + p->word_alignments = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_8_cdec_sa_4Rule_scores(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_4Rule_6scores_1__get__(o); +} + +static int __pyx_setprop_8_cdec_sa_4Rule_scores(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_8_cdec_sa_4Rule_6scores_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_8_cdec_sa_4Rule_lhs(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_4Rule_3lhs_1__get__(o); +} + +static int __pyx_setprop_8_cdec_sa_4Rule_lhs(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_8_cdec_sa_4Rule_3lhs_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_8_cdec_sa_4Rule_f(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_4Rule_1f_1__get__(o); +} + +static PyObject *__pyx_getprop_8_cdec_sa_4Rule_e(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_4Rule_1e_1__get__(o); +} + +static PyObject *__pyx_getprop_8_cdec_sa_4Rule_word_alignments(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_4Rule_15word_alignments_1__get__(o); +} + +static int __pyx_setprop_8_cdec_sa_4Rule_word_alignments(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_8_cdec_sa_4Rule_15word_alignments_3__set__(o, v); + } + else { + return __pyx_pw_8_cdec_sa_4Rule_15word_alignments_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_8_cdec_sa_Rule[] = { + {__Pyx_NAMESTR("fmerge"), (PyCFunction)__pyx_pw_8_cdec_sa_4Rule_11fmerge, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("arity"), (PyCFunction)__pyx_pw_8_cdec_sa_4Rule_13arity, METH_NOARGS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_8_cdec_sa_Rule[] = { + {(char *)"scores", __pyx_getprop_8_cdec_sa_4Rule_scores, __pyx_setprop_8_cdec_sa_4Rule_scores, 0, 0}, + {(char *)"lhs", __pyx_getprop_8_cdec_sa_4Rule_lhs, __pyx_setprop_8_cdec_sa_4Rule_lhs, 0, 0}, + {(char *)"f", __pyx_getprop_8_cdec_sa_4Rule_f, 0, 0, 0}, + {(char *)"e", __pyx_getprop_8_cdec_sa_4Rule_e, 0, 0, 0}, + {(char *)"word_alignments", __pyx_getprop_8_cdec_sa_4Rule_word_alignments, __pyx_setprop_8_cdec_sa_4Rule_word_alignments, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Rule = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + __pyx_pw_8_cdec_sa_4Rule_9__iadd__, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Rule = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Rule = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Rule = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_Rule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.Rule"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_Rule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_Rule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_8_cdec_sa_4Rule_7__cmp__, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Rule, /*tp_as_number*/ + &__pyx_tp_as_sequence_Rule, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Rule, /*tp_as_mapping*/ + __pyx_pw_8_cdec_sa_4Rule_5__hash__, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_8_cdec_sa_4Rule_15__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Rule, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_Rule, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_Rule, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_Rule, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_8_cdec_sa_Rule, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_Rule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_TrieMap __pyx_vtable_8_cdec_sa_TrieMap; + +static PyObject *__pyx_tp_new_8_cdec_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_TrieMap *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_TrieMap *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_TrieMap; + if (__pyx_pw_8_cdec_sa_7TrieMap_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_TrieMap(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_8_cdec_sa_7TrieMap_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_8_cdec_sa_TrieMap[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_8_cdec_sa_7TrieMap_5insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("contains"), (PyCFunction)__pyx_pw_8_cdec_sa_7TrieMap_7contains, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("toMap"), (PyCFunction)__pyx_pw_8_cdec_sa_7TrieMap_9toMap, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_TrieMap = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_TrieMap = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_TrieMap = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_TrieMap = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_TrieMap = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.TrieMap"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_TrieMap), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_TrieMap, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_TrieMap, /*tp_as_number*/ + &__pyx_tp_as_sequence_TrieMap, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_TrieMap, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_TrieMap, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_TrieMap, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_TrieMap, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_Precomputation __pyx_vtable_8_cdec_sa_Precomputation; + +static PyObject *__pyx_tp_new_8_cdec_sa_Precomputation(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_Precomputation *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_Precomputation *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_Precomputation; + p->precomputed_index = Py_None; Py_INCREF(Py_None); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_14Precomputation_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_Precomputation(PyObject *o) { + struct __pyx_obj_8_cdec_sa_Precomputation *p = (struct __pyx_obj_8_cdec_sa_Precomputation *)o; + Py_XDECREF(p->precomputed_index); + Py_XDECREF(p->precomputed_collocations); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_Precomputation(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_Precomputation *p = (struct __pyx_obj_8_cdec_sa_Precomputation *)o; + if (p->precomputed_index) { + e = (*v)(p->precomputed_index, a); if (e) return e; + } + if (p->precomputed_collocations) { + e = (*v)(p->precomputed_collocations, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_Precomputation(PyObject *o) { + struct __pyx_obj_8_cdec_sa_Precomputation *p = (struct __pyx_obj_8_cdec_sa_Precomputation *)o; + PyObject* tmp; + tmp = ((PyObject*)p->precomputed_index); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_collocations); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_8_cdec_sa_Precomputation[] = { + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_14Precomputation_3read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_14Precomputation_5write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_8_cdec_sa_14Precomputation_7precompute, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Precomputation = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Precomputation = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Precomputation = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Precomputation = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_Precomputation = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.Precomputation"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_Precomputation), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_Precomputation, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Precomputation, /*tp_as_number*/ + &__pyx_tp_as_sequence_Precomputation, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Precomputation, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Precomputation, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_Precomputation, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_Precomputation, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_Precomputation, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_Precomputation, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_SuffixArray __pyx_vtable_8_cdec_sa_SuffixArray; + +static PyObject *__pyx_tp_new_8_cdec_sa_SuffixArray(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_SuffixArray *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_SuffixArray *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_SuffixArray; + p->darray = ((struct __pyx_obj_8_cdec_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->sa = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->ha = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_11SuffixArray_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_SuffixArray(PyObject *o) { + struct __pyx_obj_8_cdec_sa_SuffixArray *p = (struct __pyx_obj_8_cdec_sa_SuffixArray *)o; + Py_XDECREF(((PyObject *)p->darray)); + Py_XDECREF(((PyObject *)p->sa)); + Py_XDECREF(((PyObject *)p->ha)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_SuffixArray(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_SuffixArray *p = (struct __pyx_obj_8_cdec_sa_SuffixArray *)o; + if (p->darray) { + e = (*v)(((PyObject*)p->darray), a); if (e) return e; + } + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + if (p->ha) { + e = (*v)(((PyObject*)p->ha), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_SuffixArray(PyObject *o) { + struct __pyx_obj_8_cdec_sa_SuffixArray *p = (struct __pyx_obj_8_cdec_sa_SuffixArray *)o; + PyObject* tmp; + tmp = ((PyObject*)p->darray); + p->darray = ((struct __pyx_obj_8_cdec_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->ha); + p->ha = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} +static PyObject *__pyx_sq_item_8_cdec_sa_SuffixArray(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyMethodDef __pyx_methods_8_cdec_sa_SuffixArray[] = { + {__Pyx_NAMESTR("getSentId"), (PyCFunction)__pyx_pw_8_cdec_sa_11SuffixArray_5getSentId, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getSent"), (PyCFunction)__pyx_pw_8_cdec_sa_11SuffixArray_7getSent, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getSentPos"), (PyCFunction)__pyx_pw_8_cdec_sa_11SuffixArray_9getSentPos, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_8_cdec_sa_11SuffixArray_11read_text, METH_O, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_11SuffixArray_10read_text)}, + {__Pyx_NAMESTR("q3sort"), (PyCFunction)__pyx_pw_8_cdec_sa_11SuffixArray_13q3sort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_11SuffixArray_12q3sort)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_8_cdec_sa_11SuffixArray_15write_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_11SuffixArray_17read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_11SuffixArray_19write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_8_cdec_sa_11SuffixArray_21write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("lookup"), (PyCFunction)__pyx_pw_8_cdec_sa_11SuffixArray_23lookup, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SuffixArray = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_SuffixArray = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_8_cdec_sa_SuffixArray, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SuffixArray = { + 0, /*mp_length*/ + __pyx_pw_8_cdec_sa_11SuffixArray_3__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_SuffixArray = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_SuffixArray = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.SuffixArray"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_SuffixArray), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_SuffixArray, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_SuffixArray, /*tp_as_number*/ + &__pyx_tp_as_sequence_SuffixArray, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SuffixArray, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_SuffixArray, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_SuffixArray, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_SuffixArray, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_SuffixArray, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_SuffixArray, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_8_cdec_sa_TrieNode(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_TrieNode *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_TrieNode *)o); + p->children = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_8TrieNode_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_TrieNode(PyObject *o) { + struct __pyx_obj_8_cdec_sa_TrieNode *p = (struct __pyx_obj_8_cdec_sa_TrieNode *)o; + Py_XDECREF(p->children); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_TrieNode(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_TrieNode *p = (struct __pyx_obj_8_cdec_sa_TrieNode *)o; + if (p->children) { + e = (*v)(p->children, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_TrieNode(PyObject *o) { + struct __pyx_obj_8_cdec_sa_TrieNode *p = (struct __pyx_obj_8_cdec_sa_TrieNode *)o; + PyObject* tmp; + tmp = ((PyObject*)p->children); + p->children = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_8_cdec_sa_8TrieNode_children(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_8TrieNode_8children_1__get__(o); +} + +static int __pyx_setprop_8_cdec_sa_8TrieNode_children(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_8_cdec_sa_8TrieNode_8children_3__set__(o, v); + } + else { + return __pyx_pw_8_cdec_sa_8TrieNode_8children_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_8_cdec_sa_TrieNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_8_cdec_sa_TrieNode[] = { + {(char *)"children", __pyx_getprop_8_cdec_sa_8TrieNode_children, __pyx_setprop_8_cdec_sa_8TrieNode_children, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_TrieNode = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_TrieNode = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_TrieNode = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_TrieNode = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_TrieNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.TrieNode"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_TrieNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_TrieNode, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_TrieNode, /*tp_as_number*/ + &__pyx_tp_as_sequence_TrieNode, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_TrieNode, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_TrieNode, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_TrieNode, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_TrieNode, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_TrieNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_8_cdec_sa_TrieNode, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_TrieNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_8_cdec_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *p; + PyObject *o = __pyx_tp_new_8_cdec_sa_TrieNode(t, a, k); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *)o); + p->phrase = Py_None; Py_INCREF(Py_None); + p->phrase_location = Py_None; Py_INCREF(Py_None); + p->suffix_link = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_16ExtendedTrieNode_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_ExtendedTrieNode(PyObject *o) { + struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *p = (struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *)o; + Py_XDECREF(p->phrase); + Py_XDECREF(p->phrase_location); + Py_XDECREF(p->suffix_link); + __pyx_tp_dealloc_8_cdec_sa_TrieNode(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_ExtendedTrieNode(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *p = (struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *)o; + e = __pyx_tp_traverse_8_cdec_sa_TrieNode(o, v, a); if (e) return e; + if (p->phrase) { + e = (*v)(p->phrase, a); if (e) return e; + } + if (p->phrase_location) { + e = (*v)(p->phrase_location, a); if (e) return e; + } + if (p->suffix_link) { + e = (*v)(p->suffix_link, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_ExtendedTrieNode(PyObject *o) { + struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *p = (struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *)o; + PyObject* tmp; + __pyx_tp_clear_8_cdec_sa_TrieNode(o); + tmp = ((PyObject*)p->phrase); + p->phrase = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->phrase_location); + p->phrase_location = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->suffix_link); + p->suffix_link = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_8_cdec_sa_16ExtendedTrieNode_phrase(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_6phrase_1__get__(o); +} + +static int __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_phrase(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_6phrase_3__set__(o, v); + } + else { + return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_6phrase_5__del__(o); + } +} + +static PyObject *__pyx_getprop_8_cdec_sa_16ExtendedTrieNode_phrase_location(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_15phrase_location_1__get__(o); +} + +static int __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_phrase_location(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_15phrase_location_3__set__(o, v); + } + else { + return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_15phrase_location_5__del__(o); + } +} + +static PyObject *__pyx_getprop_8_cdec_sa_16ExtendedTrieNode_suffix_link(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_11suffix_link_1__get__(o); +} + +static int __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_suffix_link(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_11suffix_link_3__set__(o, v); + } + else { + return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_11suffix_link_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_8_cdec_sa_ExtendedTrieNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_8_cdec_sa_ExtendedTrieNode[] = { + {(char *)"phrase", __pyx_getprop_8_cdec_sa_16ExtendedTrieNode_phrase, __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_phrase, 0, 0}, + {(char *)"phrase_location", __pyx_getprop_8_cdec_sa_16ExtendedTrieNode_phrase_location, __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_phrase_location, 0, 0}, + {(char *)"suffix_link", __pyx_getprop_8_cdec_sa_16ExtendedTrieNode_suffix_link, __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_suffix_link, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_ExtendedTrieNode = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_ExtendedTrieNode = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_ExtendedTrieNode = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_ExtendedTrieNode = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_ExtendedTrieNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.ExtendedTrieNode"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_ExtendedTrieNode, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_ExtendedTrieNode, /*tp_as_number*/ + &__pyx_tp_as_sequence_ExtendedTrieNode, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_ExtendedTrieNode, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_ExtendedTrieNode, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_ExtendedTrieNode, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_ExtendedTrieNode, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_ExtendedTrieNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_8_cdec_sa_ExtendedTrieNode, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_ExtendedTrieNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_8_cdec_sa_TrieTable(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_TrieTable *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_TrieTable *)o); + p->root = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_9TrieTable_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_TrieTable(PyObject *o) { + struct __pyx_obj_8_cdec_sa_TrieTable *p = (struct __pyx_obj_8_cdec_sa_TrieTable *)o; + Py_XDECREF(p->root); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_TrieTable(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_TrieTable *p = (struct __pyx_obj_8_cdec_sa_TrieTable *)o; + if (p->root) { + e = (*v)(p->root, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_TrieTable(PyObject *o) { + struct __pyx_obj_8_cdec_sa_TrieTable *p = (struct __pyx_obj_8_cdec_sa_TrieTable *)o; + PyObject* tmp; + tmp = ((PyObject*)p->root); + p->root = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_8_cdec_sa_9TrieTable_extended(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_9TrieTable_8extended_1__get__(o); +} + +static int __pyx_setprop_8_cdec_sa_9TrieTable_extended(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_8_cdec_sa_9TrieTable_8extended_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_8_cdec_sa_9TrieTable_count(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_9TrieTable_5count_1__get__(o); +} + +static int __pyx_setprop_8_cdec_sa_9TrieTable_count(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_8_cdec_sa_9TrieTable_5count_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_8_cdec_sa_9TrieTable_root(PyObject *o, void *x) { + return __pyx_pw_8_cdec_sa_9TrieTable_4root_1__get__(o); +} + +static int __pyx_setprop_8_cdec_sa_9TrieTable_root(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_8_cdec_sa_9TrieTable_4root_3__set__(o, v); + } + else { + return __pyx_pw_8_cdec_sa_9TrieTable_4root_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_8_cdec_sa_TrieTable[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_8_cdec_sa_TrieTable[] = { + {(char *)"extended", __pyx_getprop_8_cdec_sa_9TrieTable_extended, __pyx_setprop_8_cdec_sa_9TrieTable_extended, 0, 0}, + {(char *)"count", __pyx_getprop_8_cdec_sa_9TrieTable_count, __pyx_setprop_8_cdec_sa_9TrieTable_count, 0, 0}, + {(char *)"root", __pyx_getprop_8_cdec_sa_9TrieTable_root, __pyx_setprop_8_cdec_sa_9TrieTable_root, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_TrieTable = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_TrieTable = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_TrieTable = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_TrieTable = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_TrieTable = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.TrieTable"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_TrieTable), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_TrieTable, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_TrieTable, /*tp_as_number*/ + &__pyx_tp_as_sequence_TrieTable, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_TrieTable, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_TrieTable, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_TrieTable, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_TrieTable, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_TrieTable, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_8_cdec_sa_TrieTable, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_TrieTable, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_PhraseLocation __pyx_vtable_8_cdec_sa_PhraseLocation; + +static PyObject *__pyx_tp_new_8_cdec_sa_PhraseLocation(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_PhraseLocation *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_PhraseLocation *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_PhraseLocation; + p->arr = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_14PhraseLocation_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_PhraseLocation(PyObject *o) { + struct __pyx_obj_8_cdec_sa_PhraseLocation *p = (struct __pyx_obj_8_cdec_sa_PhraseLocation *)o; + Py_XDECREF(((PyObject *)p->arr)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_PhraseLocation(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_PhraseLocation *p = (struct __pyx_obj_8_cdec_sa_PhraseLocation *)o; + if (p->arr) { + e = (*v)(((PyObject*)p->arr), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_PhraseLocation(PyObject *o) { + struct __pyx_obj_8_cdec_sa_PhraseLocation *p = (struct __pyx_obj_8_cdec_sa_PhraseLocation *)o; + PyObject* tmp; + tmp = ((PyObject*)p->arr); + p->arr = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_8_cdec_sa_PhraseLocation[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_PhraseLocation = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_PhraseLocation = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_PhraseLocation = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_PhraseLocation = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_PhraseLocation = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.PhraseLocation"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_PhraseLocation), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_PhraseLocation, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_PhraseLocation, /*tp_as_number*/ + &__pyx_tp_as_sequence_PhraseLocation, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_PhraseLocation, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_PhraseLocation, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_PhraseLocation, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_PhraseLocation, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_PhraseLocation, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_PhraseLocation, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_8_cdec_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_Sampler *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_Sampler *)o); + p->sa = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_7Sampler_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_Sampler(PyObject *o) { + struct __pyx_obj_8_cdec_sa_Sampler *p = (struct __pyx_obj_8_cdec_sa_Sampler *)o; + Py_XDECREF(((PyObject *)p->sa)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_Sampler(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_Sampler *p = (struct __pyx_obj_8_cdec_sa_Sampler *)o; + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_Sampler(PyObject *o) { + struct __pyx_obj_8_cdec_sa_Sampler *p = (struct __pyx_obj_8_cdec_sa_Sampler *)o; + PyObject* tmp; + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_8_cdec_sa_Sampler[] = { + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_8_cdec_sa_7Sampler_3sample, METH_O, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_7Sampler_2sample)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Sampler = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Sampler = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Sampler = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Sampler = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_Sampler = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.Sampler"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_Sampler), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_Sampler, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Sampler, /*tp_as_number*/ + &__pyx_tp_as_sequence_Sampler, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Sampler, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Sampler, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + __Pyx_DOCSTR("A Sampler implements a logic for choosing\n samples from a population range"), /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_Sampler, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_Sampler, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_Sampler, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_Sampler, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory; + +static PyObject *__pyx_tp_new_8_cdec_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *)o); + p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_HieroCachingRuleFactory; + p->rules = ((struct __pyx_obj_8_cdec_sa_TrieTable *)Py_None); Py_INCREF(Py_None); + p->sampler = ((struct __pyx_obj_8_cdec_sa_Sampler *)Py_None); Py_INCREF(Py_None); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + p->precompute_file = Py_None; Py_INCREF(Py_None); + p->max_rank = Py_None; Py_INCREF(Py_None); + p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); + p->fsa = ((struct __pyx_obj_8_cdec_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + p->fda = ((struct __pyx_obj_8_cdec_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->eda = ((struct __pyx_obj_8_cdec_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->alignment = ((struct __pyx_obj_8_cdec_sa_Alignment *)Py_None); Py_INCREF(Py_None); + p->eid2symid = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->fid2symid = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->findexes = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->findexes1 = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa_HieroCachingRuleFactory(PyObject *o) { + struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *)o; + Py_XDECREF(((PyObject *)p->rules)); + Py_XDECREF(((PyObject *)p->sampler)); + Py_XDECREF(p->precomputed_index); + Py_XDECREF(p->precomputed_collocations); + Py_XDECREF(p->precompute_file); + Py_XDECREF(p->max_rank); + Py_XDECREF(p->prev_norm_prefix); + Py_XDECREF(((PyObject *)p->fsa)); + Py_XDECREF(((PyObject *)p->fda)); + Py_XDECREF(((PyObject *)p->eda)); + Py_XDECREF(((PyObject *)p->alignment)); + Py_XDECREF(((PyObject *)p->eid2symid)); + Py_XDECREF(((PyObject *)p->fid2symid)); + Py_XDECREF(((PyObject *)p->findexes)); + Py_XDECREF(((PyObject *)p->findexes1)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa_HieroCachingRuleFactory(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *)o; + if (p->rules) { + e = (*v)(((PyObject*)p->rules), a); if (e) return e; + } + if (p->sampler) { + e = (*v)(((PyObject*)p->sampler), a); if (e) return e; + } + if (p->precomputed_index) { + e = (*v)(p->precomputed_index, a); if (e) return e; + } + if (p->precomputed_collocations) { + e = (*v)(p->precomputed_collocations, a); if (e) return e; + } + if (p->precompute_file) { + e = (*v)(p->precompute_file, a); if (e) return e; + } + if (p->max_rank) { + e = (*v)(p->max_rank, a); if (e) return e; + } + if (p->prev_norm_prefix) { + e = (*v)(p->prev_norm_prefix, a); if (e) return e; + } + if (p->fsa) { + e = (*v)(((PyObject*)p->fsa), a); if (e) return e; + } + if (p->fda) { + e = (*v)(((PyObject*)p->fda), a); if (e) return e; + } + if (p->eda) { + e = (*v)(((PyObject*)p->eda), a); if (e) return e; + } + if (p->alignment) { + e = (*v)(((PyObject*)p->alignment), a); if (e) return e; + } + if (p->eid2symid) { + e = (*v)(((PyObject*)p->eid2symid), a); if (e) return e; + } + if (p->fid2symid) { + e = (*v)(((PyObject*)p->fid2symid), a); if (e) return e; + } + if (p->findexes) { + e = (*v)(((PyObject*)p->findexes), a); if (e) return e; + } + if (p->findexes1) { + e = (*v)(((PyObject*)p->findexes1), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa_HieroCachingRuleFactory(PyObject *o) { + struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *)o; + PyObject* tmp; + tmp = ((PyObject*)p->rules); + p->rules = ((struct __pyx_obj_8_cdec_sa_TrieTable *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sampler); + p->sampler = ((struct __pyx_obj_8_cdec_sa_Sampler *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_index); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_collocations); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precompute_file); + p->precompute_file = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->max_rank); + p->max_rank = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->prev_norm_prefix); + p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fsa); + p->fsa = ((struct __pyx_obj_8_cdec_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fda); + p->fda = ((struct __pyx_obj_8_cdec_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eda); + p->eda = ((struct __pyx_obj_8_cdec_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->alignment); + p->alignment = ((struct __pyx_obj_8_cdec_sa_Alignment *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eid2symid); + p->eid2symid = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fid2symid); + p->fid2symid = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->findexes); + p->findexes = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->findexes1); + p->findexes1 = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_8_cdec_sa_HieroCachingRuleFactory[] = { + {__Pyx_NAMESTR("configure"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_3configure, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_23HieroCachingRuleFactory_2configure)}, + {__Pyx_NAMESTR("pattern2phrase"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_5pattern2phrase, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("pattern2phrase_plus"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_7pattern2phrase_plus, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_9precompute, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_precomputed_collocation"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_11get_precomputed_collocation, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("advance"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_13advance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_all_nodes_isteps_away"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reachable"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_17reachable, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("shortest"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_19shortest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_next_states"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_21get_next_states, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("input"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_23input, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_23HieroCachingRuleFactory_22input)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_HieroCachingRuleFactory = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_HieroCachingRuleFactory = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_HieroCachingRuleFactory = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_HieroCachingRuleFactory = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa_HieroCachingRuleFactory = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.HieroCachingRuleFactory"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa_HieroCachingRuleFactory, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_HieroCachingRuleFactory, /*tp_as_number*/ + &__pyx_tp_as_sequence_HieroCachingRuleFactory, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_HieroCachingRuleFactory, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_HieroCachingRuleFactory, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + __Pyx_DOCSTR("This RuleFactory implements a caching \n method using TrieTable, which makes phrase\n generation somewhat speedier -- phrases only\n need to be extracted once (however, it is\n quite possible they need to be scored \n for each input sentence, for contextual models)"), /*tp_doc*/ + __pyx_tp_traverse_8_cdec_sa_HieroCachingRuleFactory, /*tp_traverse*/ + __pyx_tp_clear_8_cdec_sa_HieroCachingRuleFactory, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_8_cdec_sa_HieroCachingRuleFactory, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_8_cdec_sa_HieroCachingRuleFactory, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_8_cdec_sa___pyx_scope_struct__compute_stats(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_8_cdec_sa___pyx_scope_struct__compute_stats *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_8_cdec_sa___pyx_scope_struct__compute_stats *)o); + p->__pyx_v_ngram = 0; + p->__pyx_v_ngram_start = 0; + p->__pyx_v_ngram_starts = 0; + p->__pyx_v_run_start = 0; + p->__pyx_v_self = 0; + p->__pyx_v_veb = 0; + return o; +} + +static void __pyx_tp_dealloc_8_cdec_sa___pyx_scope_struct__compute_stats(PyObject *o) { + struct __pyx_obj_8_cdec_sa___pyx_scope_struct__compute_stats *p = (struct __pyx_obj_8_cdec_sa___pyx_scope_struct__compute_stats *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_ngram)); + Py_XDECREF(((PyObject *)p->__pyx_v_ngram_start)); + Py_XDECREF(((PyObject *)p->__pyx_v_ngram_starts)); + Py_XDECREF(((PyObject *)p->__pyx_v_run_start)); + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(((PyObject *)p->__pyx_v_veb)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa___pyx_scope_struct__compute_stats(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa___pyx_scope_struct__compute_stats *p = (struct __pyx_obj_8_cdec_sa___pyx_scope_struct__compute_stats *)o; + if (p->__pyx_v_ngram) { + e = (*v)(p->__pyx_v_ngram, a); if (e) return e; + } + if (p->__pyx_v_ngram_start) { + e = (*v)(((PyObject*)p->__pyx_v_ngram_start), a); if (e) return e; + } + if (p->__pyx_v_ngram_starts) { + e = (*v)(p->__pyx_v_ngram_starts, a); if (e) return e; + } + if (p->__pyx_v_run_start) { + e = (*v)(((PyObject*)p->__pyx_v_run_start), a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_veb) { + e = (*v)(((PyObject*)p->__pyx_v_veb), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa___pyx_scope_struct__compute_stats(PyObject *o) { + struct __pyx_obj_8_cdec_sa___pyx_scope_struct__compute_stats *p = (struct __pyx_obj_8_cdec_sa___pyx_scope_struct__compute_stats *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_ngram); + p->__pyx_v_ngram = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_ngram_start); + p->__pyx_v_ngram_start = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_ngram_starts); + p->__pyx_v_ngram_starts = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_run_start); + p->__pyx_v_run_start = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_8_cdec_sa_LCP *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_veb); + p->__pyx_v_veb = ((struct __pyx_obj_8_cdec_sa_VEB *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_8_cdec_sa___pyx_scope_struct__compute_stats[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct__compute_stats = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct__compute_stats = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct__compute_stats = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct__compute_stats = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa___pyx_scope_struct__compute_stats 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Py_XDECREF(((PyObject *)p->__pyx_v_phrase_location)); + Py_XDECREF(p->__pyx_v_prefix); + Py_XDECREF(((PyObject *)p->__pyx_v_reachable_buffer)); + Py_XDECREF(p->__pyx_v_sa_range); + Py_XDECREF(((PyObject *)p->__pyx_v_sample)); + Py_XDECREF(((PyObject *)p->__pyx_v_scores)); + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_spanlen); + Py_XDECREF(p->__pyx_v_stop_time); + Py_XDECREF(p->__pyx_v_str_phrase); + Py_XDECREF(p->__pyx_v_suffix_link); + Py_XDECREF(p->__pyx_v_suffix_link_xcat_index); + Py_XDECREF(p->__pyx_v_word_id); + Py_XDECREF(p->__pyx_v_xcat_index); + Py_XDECREF(p->__pyx_v_xnode); + Py_XDECREF(p->__pyx_v_xroot); + Py_XDECREF(p->__pyx_t_2); + Py_XDECREF(p->__pyx_t_3); + Py_XDECREF(p->__pyx_t_4); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_8_cdec_sa___pyx_scope_struct_1_input(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_8_cdec_sa___pyx_scope_struct_1_input *p = (struct __pyx_obj_8_cdec_sa___pyx_scope_struct_1_input *)o; + if (p->__pyx_v_alignment) { + e = (*v)(p->__pyx_v_alignment, a); if (e) return e; + } + if (p->__pyx_v_als) { + e = (*v)(p->__pyx_v_als, a); if (e) return e; + } + if (p->__pyx_v_alslist) { + e = (*v)(p->__pyx_v_alslist, a); if (e) return e; + } + if (p->__pyx_v_chunklen) { + e = (*v)(((PyObject*)p->__pyx_v_chunklen), a); if (e) return e; + } + if (p->__pyx_v_count) { + e = (*v)(p->__pyx_v_count, a); if (e) return e; + } + if (p->__pyx_v_currcount) { + e = (*v)(p->__pyx_v_currcount, a); if (e) return e; + } + if (p->__pyx_v_e) { + e = (*v)(p->__pyx_v_e, a); if (e) return e; + } + if (p->__pyx_v_elist) { + e = (*v)(p->__pyx_v_elist, a); if (e) return e; + } + if (p->__pyx_v_extract) { + e = (*v)(p->__pyx_v_extract, a); if (e) return e; + } + if (p->__pyx_v_extract_start) { + e = (*v)(p->__pyx_v_extract_start, a); if (e) return e; + } + if (p->__pyx_v_extract_stop) { + e = (*v)(p->__pyx_v_extract_stop, a); if (e) return e; + } + if (p->__pyx_v_extracts) { + e = (*v)(p->__pyx_v_extracts, a); if (e) return e; + } + if (p->__pyx_v_f) { + e = (*v)(p->__pyx_v_f, a); if (e) return e; + } + if (p->__pyx_v_f_margin) { + e = (*v)(p->__pyx_v_f_margin, a); if (e) return e; + } + if (p->__pyx_v_fals) { + e = (*v)(p->__pyx_v_fals, a); if (e) return e; + } + if (p->__pyx_v_fcount) { + e = (*v)(p->__pyx_v_fcount, a); if (e) return e; + } + if (p->__pyx_v_fphrases) { + e = (*v)(p->__pyx_v_fphrases, a); if (e) return e; + } + if (p->__pyx_v_frontier) { + e = (*v)(p->__pyx_v_frontier, a); if (e) return e; + } + if (p->__pyx_v_frontier_nodes) { + e = (*v)(p->__pyx_v_frontier_nodes, a); if (e) return e; + } + if (p->__pyx_v_fwords) { + e = (*v)(p->__pyx_v_fwords, a); if (e) return e; + } + if (p->__pyx_v_hiero_phrase) { + e = (*v)(((PyObject*)p->__pyx_v_hiero_phrase), a); if (e) return e; + } + if (p->__pyx_v_is_shadow_path) { + e = (*v)(p->__pyx_v_is_shadow_path, a); if (e) return e; + } + if (p->__pyx_v_key) { + e = (*v)(p->__pyx_v_key, a); if (e) return e; + } + if (p->__pyx_v_model) { + e = (*v)(p->__pyx_v_model, a); if (e) return e; + } + if (p->__pyx_v_models) { + e = (*v)(p->__pyx_v_models, a); if (e) return e; + } + if (p->__pyx_v_new_frontier) { + e = (*v)(p->__pyx_v_new_frontier, a); if (e) return e; + } + if (p->__pyx_v_new_node) { + e = (*v)(p->__pyx_v_new_node, a); if (e) return e; + } + if (p->__pyx_v_next_states) { + e = (*v)(p->__pyx_v_next_states, a); if (e) return e; + } + if (p->__pyx_v_node) { + e = (*v)(p->__pyx_v_node, a); if (e) return e; + } + if (p->__pyx_v_nodes_isteps_away_buffer) { + e = (*v)(p->__pyx_v_nodes_isteps_away_buffer, a); if (e) return e; + } + if (p->__pyx_v_pathlen) { + e = (*v)(p->__pyx_v_pathlen, a); if (e) return e; + } + if (p->__pyx_v_phrase) { + e = (*v)(p->__pyx_v_phrase, a); if (e) return e; + } + if (p->__pyx_v_phrase_location) { + e = (*v)(((PyObject*)p->__pyx_v_phrase_location), a); if (e) return e; + } + if (p->__pyx_v_prefix) { + e = (*v)(p->__pyx_v_prefix, a); if (e) return e; + } + if (p->__pyx_v_reachable_buffer) { + e = (*v)(p->__pyx_v_reachable_buffer, a); if (e) return e; + } + if (p->__pyx_v_sa_range) { + e = (*v)(p->__pyx_v_sa_range, a); if (e) return e; + } + if (p->__pyx_v_sample) { + e = (*v)(((PyObject*)p->__pyx_v_sample), a); if (e) return e; + } + if (p->__pyx_v_scores) { + e = (*v)(p->__pyx_v_scores, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_spanlen) { + e = (*v)(p->__pyx_v_spanlen, a); if (e) return e; + } + if (p->__pyx_v_stop_time) { + e = (*v)(p->__pyx_v_stop_time, a); if (e) return e; + } + if (p->__pyx_v_str_phrase) { + e = (*v)(p->__pyx_v_str_phrase, a); if (e) return e; + } + if (p->__pyx_v_suffix_link) { + e = (*v)(p->__pyx_v_suffix_link, a); if (e) return e; + } + if (p->__pyx_v_suffix_link_xcat_index) { + e = (*v)(p->__pyx_v_suffix_link_xcat_index, a); if (e) return e; + } + if (p->__pyx_v_word_id) { + e = (*v)(p->__pyx_v_word_id, a); if (e) return e; + } + if (p->__pyx_v_xcat_index) { + e = (*v)(p->__pyx_v_xcat_index, a); if (e) return e; + } + if (p->__pyx_v_xnode) { + e = (*v)(p->__pyx_v_xnode, a); if (e) return e; + } + if (p->__pyx_v_xroot) { + e = (*v)(p->__pyx_v_xroot, a); if (e) return e; + } + if (p->__pyx_t_2) { + e = (*v)(p->__pyx_t_2, a); if (e) return e; + } + if (p->__pyx_t_3) { + e = (*v)(p->__pyx_t_3, a); if (e) return e; + } + if (p->__pyx_t_4) { + e = (*v)(p->__pyx_t_4, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_8_cdec_sa___pyx_scope_struct_1_input(PyObject *o) { + struct __pyx_obj_8_cdec_sa___pyx_scope_struct_1_input *p = (struct __pyx_obj_8_cdec_sa___pyx_scope_struct_1_input *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_alignment); + p->__pyx_v_alignment = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_als); + p->__pyx_v_als = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_alslist); + p->__pyx_v_alslist = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_chunklen); + p->__pyx_v_chunklen = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_count); + p->__pyx_v_count = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_currcount); + p->__pyx_v_currcount = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_e); + p->__pyx_v_e = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_elist); + p->__pyx_v_elist = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract); + p->__pyx_v_extract = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract_start); + p->__pyx_v_extract_start = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract_stop); + p->__pyx_v_extract_stop = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extracts); + p->__pyx_v_extracts = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f); + p->__pyx_v_f = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_margin); + p->__pyx_v_f_margin = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_fals); + p->__pyx_v_fals = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_fcount); + p->__pyx_v_fcount = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_fphrases); + p->__pyx_v_fphrases = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_frontier); + p->__pyx_v_frontier = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_frontier_nodes); + p->__pyx_v_frontier_nodes = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_fwords); + p->__pyx_v_fwords = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_hiero_phrase); + p->__pyx_v_hiero_phrase = ((struct __pyx_obj_8_cdec_sa_Phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_is_shadow_path); + p->__pyx_v_is_shadow_path = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_key); + p->__pyx_v_key = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_model); + p->__pyx_v_model = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_models); + p->__pyx_v_models = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_new_frontier); + p->__pyx_v_new_frontier = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_new_node); + p->__pyx_v_new_node = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_next_states); + p->__pyx_v_next_states = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_node); + p->__pyx_v_node = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_nodes_isteps_away_buffer); + p->__pyx_v_nodes_isteps_away_buffer = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_pathlen); + p->__pyx_v_pathlen = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_phrase); + p->__pyx_v_phrase = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_phrase_location); + p->__pyx_v_phrase_location = ((struct __pyx_obj_8_cdec_sa_PhraseLocation *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_prefix); + p->__pyx_v_prefix = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_reachable_buffer); + p->__pyx_v_reachable_buffer = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sa_range); + p->__pyx_v_sa_range = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sample); + p->__pyx_v_sample = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_scores); + p->__pyx_v_scores = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_spanlen); + p->__pyx_v_spanlen = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_stop_time); + p->__pyx_v_stop_time = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_str_phrase); + p->__pyx_v_str_phrase = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_suffix_link); + p->__pyx_v_suffix_link = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_suffix_link_xcat_index); + p->__pyx_v_suffix_link_xcat_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_word_id); + p->__pyx_v_word_id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_xcat_index); + p->__pyx_v_xcat_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_xnode); + p->__pyx_v_xnode = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_xroot); + p->__pyx_v_xroot = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_2); + p->__pyx_t_2 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_3); + p->__pyx_t_3 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_4); + p->__pyx_t_4 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_8_cdec_sa___pyx_scope_struct_1_input[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1_input = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1_input = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1_input = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1_input = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_8_cdec_sa___pyx_scope_struct_1_input = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec_sa.__pyx_scope_struct_1_input"), /*tp_name*/ + sizeof(struct __pyx_obj_8_cdec_sa___pyx_scope_struct_1_input), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_8_cdec_sa___pyx_scope_struct_1_input, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number___pyx_scope_struct_1_input, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_1_input, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_1_input, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 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__Pyx_RefNannyDeclarations + #if CYTHON_REFNANNY + __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny"); + if (!__Pyx_RefNanny) { + PyErr_Clear(); + __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny"); + if (!__Pyx_RefNanny) + Py_FatalError("failed to import 'refnanny' module"); + } + #endif + __Pyx_RefNannySetupContext("PyMODINIT_FUNC PyInit__cdec_sa(void)", 0); + if ( __Pyx_check_binary_version() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #ifdef __Pyx_CyFunction_USED + if (__Pyx_CyFunction_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif + #ifdef __Pyx_FusedFunction_USED + if (__pyx_FusedFunction_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif + #ifdef __Pyx_Generator_USED + if (__pyx_Generator_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif + /*--- Library function declarations ---*/ + /*--- Threads initialization code ---*/ + #if defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS + #ifdef WITH_THREAD /* Python build with threading support? */ + PyEval_InitThreads(); + #endif + #endif + /*--- Module creation code ---*/ + #if PY_MAJOR_VERSION < 3 + __pyx_m = Py_InitModule4(__Pyx_NAMESTR("_cdec_sa"), __pyx_methods, 0, 0, PYTHON_API_VERSION); + #else + __pyx_m = PyModule_Create(&__pyx_moduledef); + #endif + if (!__pyx_m) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #if PY_MAJOR_VERSION < 3 + Py_INCREF(__pyx_m); + #endif + __pyx_b = PyImport_AddModule(__Pyx_NAMESTR(__Pyx_BUILTIN_MODULE_NAME)); + if (!__pyx_b) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + if (__Pyx_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + /*--- Initialize various global constants etc. ---*/ + if (unlikely(__Pyx_InitGlobals() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__pyx_module_is_main__cdec_sa) { + if (__Pyx_SetAttrString(__pyx_m, "__name__", __pyx_n_s____main__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + } + /*--- Builtin init code ---*/ + if (unlikely(__Pyx_InitCachedBuiltins() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Constants init code ---*/ + if (unlikely(__Pyx_InitCachedConstants() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Global init code ---*/ + __pyx_v_8_cdec_sa_ALPHABET = ((struct __pyx_obj_8_cdec_sa_Alphabet *)Py_None); Py_INCREF(Py_None); + /*--- Variable export code ---*/ + /*--- Function export code ---*/ + /*--- Type init code ---*/ + __pyx_vtabptr_8_cdec_sa_FloatList = &__pyx_vtable_8_cdec_sa_FloatList; + __pyx_vtable_8_cdec_sa_FloatList.set = (void (*)(struct __pyx_obj_8_cdec_sa_FloatList *, int, float))__pyx_f_8_cdec_sa_9FloatList_set; + __pyx_vtable_8_cdec_sa_FloatList.write_handle = (void (*)(struct __pyx_obj_8_cdec_sa_FloatList *, FILE *))__pyx_f_8_cdec_sa_9FloatList_write_handle; + __pyx_vtable_8_cdec_sa_FloatList.read_handle = (void (*)(struct __pyx_obj_8_cdec_sa_FloatList *, FILE *))__pyx_f_8_cdec_sa_9FloatList_read_handle; + if (PyType_Ready(&__pyx_type_8_cdec_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_FloatList.tp_dict, __pyx_vtabptr_8_cdec_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "FloatList", (PyObject *)&__pyx_type_8_cdec_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_FloatList = &__pyx_type_8_cdec_sa_FloatList; + __pyx_vtabptr_8_cdec_sa_IntList = &__pyx_vtable_8_cdec_sa_IntList; + __pyx_vtable_8_cdec_sa_IntList.set = (void (*)(struct __pyx_obj_8_cdec_sa_IntList *, int, int))__pyx_f_8_cdec_sa_7IntList_set; + __pyx_vtable_8_cdec_sa_IntList._append = (void (*)(struct __pyx_obj_8_cdec_sa_IntList *, int))__pyx_f_8_cdec_sa_7IntList__append; + __pyx_vtable_8_cdec_sa_IntList._extend = (void (*)(struct __pyx_obj_8_cdec_sa_IntList *, struct __pyx_obj_8_cdec_sa_IntList *))__pyx_f_8_cdec_sa_7IntList__extend; + __pyx_vtable_8_cdec_sa_IntList._extend_arr = (void (*)(struct __pyx_obj_8_cdec_sa_IntList *, int *, int))__pyx_f_8_cdec_sa_7IntList__extend_arr; + __pyx_vtable_8_cdec_sa_IntList._clear = (void (*)(struct __pyx_obj_8_cdec_sa_IntList *))__pyx_f_8_cdec_sa_7IntList__clear; + __pyx_vtable_8_cdec_sa_IntList.write_handle = (void (*)(struct __pyx_obj_8_cdec_sa_IntList *, FILE *))__pyx_f_8_cdec_sa_7IntList_write_handle; + __pyx_vtable_8_cdec_sa_IntList.read_handle = (void (*)(struct __pyx_obj_8_cdec_sa_IntList *, FILE *))__pyx_f_8_cdec_sa_7IntList_read_handle; + if (PyType_Ready(&__pyx_type_8_cdec_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_IntList.tp_dict, __pyx_vtabptr_8_cdec_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "IntList", (PyObject *)&__pyx_type_8_cdec_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_IntList = &__pyx_type_8_cdec_sa_IntList; + __pyx_vtabptr_8_cdec_sa_StringMap = &__pyx_vtable_8_cdec_sa_StringMap; + __pyx_vtable_8_cdec_sa_StringMap.word = (char *(*)(struct __pyx_obj_8_cdec_sa_StringMap *, int))__pyx_f_8_cdec_sa_9StringMap_word; + __pyx_vtable_8_cdec_sa_StringMap.index = (int (*)(struct __pyx_obj_8_cdec_sa_StringMap *, char *))__pyx_f_8_cdec_sa_9StringMap_index; + if (PyType_Ready(&__pyx_type_8_cdec_sa_StringMap) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_StringMap.tp_dict, __pyx_vtabptr_8_cdec_sa_StringMap) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "StringMap", (PyObject *)&__pyx_type_8_cdec_sa_StringMap) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_StringMap = &__pyx_type_8_cdec_sa_StringMap; + __pyx_vtabptr_8_cdec_sa_DataArray = &__pyx_vtable_8_cdec_sa_DataArray; + __pyx_vtable_8_cdec_sa_DataArray.read_handle = (void (*)(struct __pyx_obj_8_cdec_sa_DataArray *, FILE *))__pyx_f_8_cdec_sa_9DataArray_read_handle; + __pyx_vtable_8_cdec_sa_DataArray.write_handle = (void (*)(struct __pyx_obj_8_cdec_sa_DataArray *, FILE *))__pyx_f_8_cdec_sa_9DataArray_write_handle; + if (PyType_Ready(&__pyx_type_8_cdec_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_DataArray.tp_dict, __pyx_vtabptr_8_cdec_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "DataArray", (PyObject *)&__pyx_type_8_cdec_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_DataArray = &__pyx_type_8_cdec_sa_DataArray; + __pyx_vtabptr_8_cdec_sa_Alignment = &__pyx_vtable_8_cdec_sa_Alignment; + __pyx_vtable_8_cdec_sa_Alignment.link = (int (*)(struct __pyx_obj_8_cdec_sa_Alignment *, int, int))__pyx_f_8_cdec_sa_9Alignment_link; + __pyx_vtable_8_cdec_sa_Alignment._unlink = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_Alignment *, int, int *, int *))__pyx_f_8_cdec_sa_9Alignment__unlink; + __pyx_vtable_8_cdec_sa_Alignment._get_sent_links = (int *(*)(struct __pyx_obj_8_cdec_sa_Alignment *, int, int *))__pyx_f_8_cdec_sa_9Alignment__get_sent_links; + if (PyType_Ready(&__pyx_type_8_cdec_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_Alignment.tp_dict, __pyx_vtabptr_8_cdec_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Alignment", (PyObject *)&__pyx_type_8_cdec_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_Alignment = &__pyx_type_8_cdec_sa_Alignment; + __pyx_vtabptr_8_cdec_sa_BiLex = &__pyx_vtable_8_cdec_sa_BiLex; + __pyx_vtable_8_cdec_sa_BiLex.compute_from_data = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, struct __pyx_obj_8_cdec_sa_SuffixArray *, struct __pyx_obj_8_cdec_sa_DataArray *, struct __pyx_obj_8_cdec_sa_Alignment *))__pyx_f_8_cdec_sa_5BiLex_compute_from_data; + __pyx_vtable_8_cdec_sa_BiLex._add_node = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, struct __pyx_t_8_cdec_sa__node *, int *, float, int *))__pyx_f_8_cdec_sa_5BiLex__add_node; + __pyx_vtable_8_cdec_sa_BiLex.write_wordlist = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, PyObject *, FILE *))__pyx_f_8_cdec_sa_5BiLex_write_wordlist; + __pyx_vtable_8_cdec_sa_BiLex.read_wordlist = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, PyObject *, PyObject *, FILE *))__pyx_f_8_cdec_sa_5BiLex_read_wordlist; + __pyx_vtable_8_cdec_sa_BiLex.swap = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, int, int))__pyx_f_8_cdec_sa_5BiLex_swap; + __pyx_vtable_8_cdec_sa_BiLex.qsort = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, int, int, PyObject *))__pyx_f_8_cdec_sa_5BiLex_qsort; + if (PyType_Ready(&__pyx_type_8_cdec_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_BiLex.tp_dict, __pyx_vtabptr_8_cdec_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BiLex", (PyObject *)&__pyx_type_8_cdec_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_BiLex = &__pyx_type_8_cdec_sa_BiLex; + if (PyType_Ready(&__pyx_type_8_cdec_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BitSetIterator", (PyObject *)&__pyx_type_8_cdec_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_BitSetIterator = &__pyx_type_8_cdec_sa_BitSetIterator; + if (PyType_Ready(&__pyx_type_8_cdec_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BitSet", (PyObject *)&__pyx_type_8_cdec_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_BitSet = &__pyx_type_8_cdec_sa_BitSet; + if (PyType_Ready(&__pyx_type_8_cdec_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "VEBIterator", (PyObject *)&__pyx_type_8_cdec_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_VEBIterator = &__pyx_type_8_cdec_sa_VEBIterator; + __pyx_vtabptr_8_cdec_sa_VEB = &__pyx_vtable_8_cdec_sa_VEB; + __pyx_vtable_8_cdec_sa_VEB._findsucc = (int (*)(struct __pyx_obj_8_cdec_sa_VEB *, int))__pyx_f_8_cdec_sa_3VEB__findsucc; + __pyx_vtable_8_cdec_sa_VEB._insert = (int (*)(struct __pyx_obj_8_cdec_sa_VEB *, int))__pyx_f_8_cdec_sa_3VEB__insert; + __pyx_vtable_8_cdec_sa_VEB._first = (int (*)(struct __pyx_obj_8_cdec_sa_VEB *))__pyx_f_8_cdec_sa_3VEB__first; + if (PyType_Ready(&__pyx_type_8_cdec_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_VEB.tp_dict, __pyx_vtabptr_8_cdec_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "VEB", (PyObject *)&__pyx_type_8_cdec_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_VEB = &__pyx_type_8_cdec_sa_VEB; + if (PyType_Ready(&__pyx_type_8_cdec_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "LCP", (PyObject *)&__pyx_type_8_cdec_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_LCP = &__pyx_type_8_cdec_sa_LCP; + __pyx_vtabptr_8_cdec_sa_Alphabet = &__pyx_vtable_8_cdec_sa_Alphabet; + __pyx_vtable_8_cdec_sa_Alphabet.isvar = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_isvar; + __pyx_vtable_8_cdec_sa_Alphabet.isword = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_isword; + __pyx_vtable_8_cdec_sa_Alphabet.getindex = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_getindex; + __pyx_vtable_8_cdec_sa_Alphabet.setindex = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int, int))__pyx_f_8_cdec_sa_8Alphabet_setindex; + __pyx_vtable_8_cdec_sa_Alphabet.clearindex = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_clearindex; + __pyx_vtable_8_cdec_sa_Alphabet.match = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int, int))__pyx_f_8_cdec_sa_8Alphabet_match; + __pyx_vtable_8_cdec_sa_Alphabet.tocat = (char *(*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_tocat; + __pyx_vtable_8_cdec_sa_Alphabet.fromcat = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, char *))__pyx_f_8_cdec_sa_8Alphabet_fromcat; + __pyx_vtable_8_cdec_sa_Alphabet.tostring = (char *(*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_tostring; + __pyx_vtable_8_cdec_sa_Alphabet.fromstring = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, char *, int))__pyx_f_8_cdec_sa_8Alphabet_fromstring; + if (PyType_Ready(&__pyx_type_8_cdec_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_Alphabet.tp_dict, __pyx_vtabptr_8_cdec_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Alphabet", (PyObject *)&__pyx_type_8_cdec_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_Alphabet = &__pyx_type_8_cdec_sa_Alphabet; + __pyx_vtabptr_8_cdec_sa_Phrase = &__pyx_vtable_8_cdec_sa_Phrase; + __pyx_vtable_8_cdec_sa_Phrase.chunkpos = (int (*)(struct __pyx_obj_8_cdec_sa_Phrase *, int))__pyx_f_8_cdec_sa_6Phrase_chunkpos; + __pyx_vtable_8_cdec_sa_Phrase.chunklen = (int (*)(struct __pyx_obj_8_cdec_sa_Phrase *, int))__pyx_f_8_cdec_sa_6Phrase_chunklen; + if (PyType_Ready(&__pyx_type_8_cdec_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_Phrase.tp_dict, __pyx_vtabptr_8_cdec_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Phrase", (PyObject *)&__pyx_type_8_cdec_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_Phrase = &__pyx_type_8_cdec_sa_Phrase; + if (PyType_Ready(&__pyx_type_8_cdec_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Rule", (PyObject *)&__pyx_type_8_cdec_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_Rule = &__pyx_type_8_cdec_sa_Rule; + __pyx_vtabptr_8_cdec_sa_TrieMap = &__pyx_vtable_8_cdec_sa_TrieMap; + __pyx_vtable_8_cdec_sa_TrieMap._insert = (struct __pyx_t_8_cdec_sa__Trie_Node *(*)(struct __pyx_obj_8_cdec_sa_TrieMap *, int *, int))__pyx_f_8_cdec_sa_7TrieMap__insert; + __pyx_vtable_8_cdec_sa_TrieMap._contains = (struct __pyx_t_8_cdec_sa__Trie_Node *(*)(struct __pyx_obj_8_cdec_sa_TrieMap *, int *, int))__pyx_f_8_cdec_sa_7TrieMap__contains; + if (PyType_Ready(&__pyx_type_8_cdec_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_TrieMap.tp_dict, __pyx_vtabptr_8_cdec_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieMap", (PyObject *)&__pyx_type_8_cdec_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_TrieMap = &__pyx_type_8_cdec_sa_TrieMap; + __pyx_vtabptr_8_cdec_sa_Precomputation = &__pyx_vtable_8_cdec_sa_Precomputation; + __pyx_vtable_8_cdec_sa_Precomputation.read_map = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_Precomputation *, FILE *))__pyx_f_8_cdec_sa_14Precomputation_read_map; + __pyx_vtable_8_cdec_sa_Precomputation.write_map = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_Precomputation *, PyObject *, FILE *))__pyx_f_8_cdec_sa_14Precomputation_write_map; + if (PyType_Ready(&__pyx_type_8_cdec_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_Precomputation.tp_dict, __pyx_vtabptr_8_cdec_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Precomputation", (PyObject *)&__pyx_type_8_cdec_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_Precomputation = &__pyx_type_8_cdec_sa_Precomputation; + __pyx_vtabptr_8_cdec_sa_SuffixArray = &__pyx_vtable_8_cdec_sa_SuffixArray; + __pyx_vtable_8_cdec_sa_SuffixArray.__pyx___search_high = (int (*)(struct __pyx_obj_8_cdec_sa_SuffixArray *, int, int, int, int))__pyx_f_8_cdec_sa_11SuffixArray___search_high; + __pyx_vtable_8_cdec_sa_SuffixArray.__pyx___search_low = (int (*)(struct __pyx_obj_8_cdec_sa_SuffixArray *, int, int, int, int))__pyx_f_8_cdec_sa_11SuffixArray___search_low; + __pyx_vtable_8_cdec_sa_SuffixArray.__pyx___get_range = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_SuffixArray *, int, int, int, int, int))__pyx_f_8_cdec_sa_11SuffixArray___get_range; + __pyx_vtable_8_cdec_sa_SuffixArray.__pyx___lookup_helper = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_SuffixArray *, int, int, int, int))__pyx_f_8_cdec_sa_11SuffixArray___lookup_helper; + if (PyType_Ready(&__pyx_type_8_cdec_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_SuffixArray.tp_dict, __pyx_vtabptr_8_cdec_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SuffixArray", (PyObject *)&__pyx_type_8_cdec_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_SuffixArray = &__pyx_type_8_cdec_sa_SuffixArray; + if (PyType_Ready(&__pyx_type_8_cdec_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieNode", (PyObject *)&__pyx_type_8_cdec_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_TrieNode = &__pyx_type_8_cdec_sa_TrieNode; + __pyx_type_8_cdec_sa_ExtendedTrieNode.tp_base = __pyx_ptype_8_cdec_sa_TrieNode; + if (PyType_Ready(&__pyx_type_8_cdec_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "ExtendedTrieNode", (PyObject *)&__pyx_type_8_cdec_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_ExtendedTrieNode = &__pyx_type_8_cdec_sa_ExtendedTrieNode; + if (PyType_Ready(&__pyx_type_8_cdec_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieTable", (PyObject *)&__pyx_type_8_cdec_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_TrieTable = &__pyx_type_8_cdec_sa_TrieTable; + __pyx_vtabptr_8_cdec_sa_PhraseLocation = &__pyx_vtable_8_cdec_sa_PhraseLocation; + __pyx_vtable_8_cdec_sa_PhraseLocation.contains = (int (*)(struct __pyx_obj_8_cdec_sa_PhraseLocation *, int))__pyx_f_8_cdec_sa_14PhraseLocation_contains; + if (PyType_Ready(&__pyx_type_8_cdec_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_PhraseLocation.tp_dict, __pyx_vtabptr_8_cdec_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "PhraseLocation", (PyObject *)&__pyx_type_8_cdec_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_PhraseLocation = &__pyx_type_8_cdec_sa_PhraseLocation; + if (PyType_Ready(&__pyx_type_8_cdec_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Sampler", (PyObject *)&__pyx_type_8_cdec_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_Sampler = &__pyx_type_8_cdec_sa_Sampler; + __pyx_vtabptr_8_cdec_sa_HieroCachingRuleFactory = &__pyx_vtable_8_cdec_sa_HieroCachingRuleFactory; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.set_idmap = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_obj_8_cdec_sa_DataArray *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_set_idmap; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.baeza_yates_helper = (int *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_baeza_yates_helper; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.compare_matchings_set = (long (*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, int, int *, int, struct __pyx_t_8_cdec_sa_Matching *, int, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_compare_matchings_set; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.compare_matchings = (long (*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_t_8_cdec_sa_Matching *, struct __pyx_t_8_cdec_sa_Matching *, int, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_compare_matchings; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.merge_helper = (int *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_merge_helper; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.sort_phrase_loc = (void (*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_obj_8_cdec_sa_IntList *, struct __pyx_obj_8_cdec_sa_PhraseLocation *, struct __pyx_obj_8_cdec_sa_Phrase *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_sort_phrase_loc; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.intersect_helper = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_obj_8_cdec_sa_Phrase *, struct __pyx_obj_8_cdec_sa_Phrase *, struct __pyx_obj_8_cdec_sa_PhraseLocation *, struct __pyx_obj_8_cdec_sa_PhraseLocation *, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_intersect_helper; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.loc2str = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_obj_8_cdec_sa_PhraseLocation *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_loc2str; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.intersect = (struct __pyx_obj_8_cdec_sa_PhraseLocation *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, PyObject *, PyObject *, struct __pyx_obj_8_cdec_sa_Phrase *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_intersect; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.find_fixpoint = (int (*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, PyObject *, int *, int *, int *, int *, int, int, int *, int *, int *, int *, int, int, int, int, int, int, int, int, int, int, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_find_fixpoint; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.find_projection = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_find_projection; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.int_arr_extend = (int *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int *, int *, int *, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_int_arr_extend; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.extract_phrases = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int, int, int, int *, int *, int *, int, int, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_extract_phrases; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.create_alignments = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int *, int, PyObject *, PyObject *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_create_alignments; + __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.extract = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_obj_8_cdec_sa_Phrase *, struct __pyx_t_8_cdec_sa_Matching *, int *, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_extract; + if (PyType_Ready(&__pyx_type_8_cdec_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_HieroCachingRuleFactory.tp_dict, __pyx_vtabptr_8_cdec_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "HieroCachingRuleFactory", (PyObject *)&__pyx_type_8_cdec_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa_HieroCachingRuleFactory = &__pyx_type_8_cdec_sa_HieroCachingRuleFactory; + if (PyType_Ready(&__pyx_type_8_cdec_sa___pyx_scope_struct__compute_stats) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa___pyx_scope_struct__compute_stats = &__pyx_type_8_cdec_sa___pyx_scope_struct__compute_stats; + if (PyType_Ready(&__pyx_type_8_cdec_sa___pyx_scope_struct_1_input) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 919; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_8_cdec_sa___pyx_scope_struct_1_input = &__pyx_type_8_cdec_sa___pyx_scope_struct_1_input; + /*--- Type import code ---*/ + /*--- Variable import code ---*/ + /*--- Function import code ---*/ + /*--- Execution code ---*/ + + /* "_cdec_sa.pyx":1 + * import logging # <<<<<<<<<<<<<< + * import resource + * import gzip + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__logging), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__logging, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_cdec_sa.pyx":2 + * import logging + * import resource # <<<<<<<<<<<<<< + * import gzip + * + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__resource), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__resource, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_cdec_sa.pyx":3 + * import logging + * import resource + * import gzip # <<<<<<<<<<<<<< + * + * cdef float monitor_cpu(): + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__gzip), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__gzip, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_cdec_sa.pyx":9 + * resource.getrusage(resource.RUSAGE_SELF).ru_stime) + * + * def gzip_or_text(char* filename): # <<<<<<<<<<<<<< + * if filename.endswith('.gz'): + * return gzip.GzipFile(filename) + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_8_cdec_sa_1gzip_or_text, NULL, __pyx_n_s___cdec_sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__gzip_or_text, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_cdec_sa.pyx":15 + * return open(filename) + * + * logger = logging.getLogger('cdec.sa') # <<<<<<<<<<<<<< + * + * include "float_list.pxi" + */ + __pyx_t_1 = __Pyx_GetName(__pyx_m, __pyx_n_s__logging); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_2 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__getLogger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_136), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__logger, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":54 + * cdef id2eword, id2fword, eword2id, fword2id + * + * def __cinit__(self, from_text=None, from_data=False, from_binary=None, # <<<<<<<<<<<<<< + * earray=None, fsarray=None, alignment=None): + * self.id2eword = [] + */ + __pyx_t_1 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_k_38 = __pyx_t_1; + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":17 + * from libc.string cimport memset + * + * cdef int MIN_BOTTOM_SIZE = 32 # <<<<<<<<<<<<<< + * cdef int MIN_BOTTOM_BITS = 5 + * cdef int LOWER_MASK[32] + */ + __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE = 32; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":18 + * + * cdef int MIN_BOTTOM_SIZE = 32 + * cdef int MIN_BOTTOM_BITS = 5 # <<<<<<<<<<<<<< + * cdef int LOWER_MASK[32] + * + */ + __pyx_v_8_cdec_sa_MIN_BOTTOM_BITS = 5; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":28 + * LOWER_MASK[i] = mask + * + * _init_lower_mask() # <<<<<<<<<<<<<< + * + * cdef struct _BitSet: + */ + __pyx_f_8_cdec_sa__init_lower_mask(); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":4 + * from libc.stdlib cimport malloc, realloc, strtol + * + * cdef int INDEX_SHIFT = 3 # <<<<<<<<<<<<<< + * cdef int INDEX_MASK = (1<= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AS_STRING(kw_name)); + #endif +} + +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + } else { + #if PY_MAJOR_VERSION < 3 + if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) { + #else + if (unlikely(!PyUnicode_Check(key))) { + #endif + goto invalid_keyword_type; + } else { + for (name = first_kw_arg; *name; name++) { + #if PY_MAJOR_VERSION >= 3 + if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) && + PyUnicode_Compare(**name, key) == 0) break; + #else + if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) && + _PyString_Eq(**name, key)) break; + #endif + } + if (*name) { + values[name-argnames] = value; + } else { + for (name=argnames; name != first_kw_arg; name++) { + if (**name == key) goto arg_passed_twice; + #if PY_MAJOR_VERSION >= 3 + if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) && + PyUnicode_Compare(**name, key) == 0) goto arg_passed_twice; + #else + if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) && + _PyString_Eq(**name, key)) goto arg_passed_twice; + #endif + } + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + } + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, **name); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + goto bad; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%s() got an unexpected keyword argument '%s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif +bad: + return -1; +} + +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%s() takes %s %"PY_FORMAT_SIZE_T"d positional argument%s (%"PY_FORMAT_SIZE_T"d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->curexc_type; + tmp_value = tstate->curexc_value; + tmp_tb = tstate->curexc_traceback; + tstate->curexc_type = type; + tstate->curexc_value = value; + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_Restore(type, value, tb); +#endif +} +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(type, value, tb); +#endif +} + +#if PY_MAJOR_VERSION < 3 +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, + CYTHON_UNUSED PyObject *cause) { + Py_XINCREF(type); + Py_XINCREF(value); + Py_XINCREF(tb); + if (tb == Py_None) { + Py_DECREF(tb); + tb = 0; + } + else if (tb != NULL && !PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto raise_error; + } + if (value == NULL) { + value = Py_None; + Py_INCREF(value); + } + #if PY_VERSION_HEX < 0x02050000 + if (!PyClass_Check(type)) + #else + if (!PyType_Check(type)) + #endif + { + if (value != Py_None) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto raise_error; + } + Py_DECREF(value); + value = type; + #if PY_VERSION_HEX < 0x02050000 + if (PyInstance_Check(type)) { + type = (PyObject*) ((PyInstanceObject*)type)->in_class; + Py_INCREF(type); + } + else { + type = 0; + PyErr_SetString(PyExc_TypeError, + "raise: exception must be an old-style class or instance"); + goto raise_error; + } + #else + type = (PyObject*) Py_TYPE(type); + Py_INCREF(type); + if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto raise_error; + } + #endif + } + __Pyx_ErrRestore(type, value, tb); + return; +raise_error: + Py_XDECREF(value); + Py_XDECREF(type); + Py_XDECREF(tb); + return; +} +#else /* Python 3+ */ +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { + if (tb == Py_None) { + tb = 0; + } else if (tb && !PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto bad; + } + if (value == Py_None) + value = 0; + if (PyExceptionInstance_Check(type)) { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto bad; + } + value = type; + type = (PyObject*) Py_TYPE(value); + } else if (!PyExceptionClass_Check(type)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto bad; + } + if (cause) { + PyObject *fixed_cause; + if (PyExceptionClass_Check(cause)) { + fixed_cause = PyObject_CallObject(cause, NULL); + if (fixed_cause == NULL) + goto bad; + } + else if (PyExceptionInstance_Check(cause)) { + fixed_cause = cause; + Py_INCREF(fixed_cause); + } + else { + PyErr_SetString(PyExc_TypeError, + "exception causes must derive from " + "BaseException"); + goto bad; + } + if (!value) { + value = PyObject_CallObject(type, NULL); + } + PyException_SetCause(value, fixed_cause); + } + PyErr_SetObject(type, value); + if (tb) { + PyThreadState *tstate = PyThreadState_GET(); + PyObject* tmp_tb = tstate->curexc_traceback; + if (tb != tmp_tb) { + Py_INCREF(tb); + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_tb); + } + } +bad: + return; +} +#endif + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings( + PyObject *kwdict, + const char* function_name, + int kw_allowed) +{ + PyObject* key = 0; + Py_ssize_t pos = 0; + while (PyDict_Next(kwdict, &pos, &key, 0)) { + #if PY_MAJOR_VERSION < 3 + if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) + #else + if (unlikely(!PyUnicode_Check(key))) + #endif + goto invalid_keyword_type; + } + if ((!kw_allowed) && unlikely(key)) + goto invalid_keyword; + return 1; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + return 0; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%s() got an unexpected keyword argument '%s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif + return 0; +} + + + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *local_type, *local_value, *local_tb; + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + local_type = tstate->curexc_type; + local_value = tstate->curexc_value; + local_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; + PyErr_NormalizeException(&local_type, &local_value, &local_tb); + if (unlikely(tstate->curexc_type)) + goto bad; + #if PY_MAJOR_VERSION >= 3 + if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) + goto bad; + #endif + *type = local_type; + *value = local_value; + *tb = local_tb; + Py_INCREF(local_type); + Py_INCREF(local_value); + Py_INCREF(local_tb); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = local_type; + tstate->exc_value = local_value; + tstate->exc_traceback = local_tb; + /* Make sure tstate is in a consistent state when we XDECREF + these objects (XDECREF may run arbitrary code). */ + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); + return 0; +bad: + *type = 0; + *value = 0; + *tb = 0; + Py_XDECREF(local_type); + Py_XDECREF(local_value); + Py_XDECREF(local_tb); + return -1; +} + +static CYTHON_INLINE long __Pyx_div_long(long a, long b) { + long q = a / b; + long r = a - q*b; + q -= ((r != 0) & ((r ^ b) < 0)); + return q; +} + +static CYTHON_INLINE long __Pyx_mod_long(long a, long b) { + long r = a % b; + r += ((r != 0) & ((r ^ b) < 0)) * b; + return r; +} + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { + PyErr_Format(PyExc_ValueError, + "need more than %"PY_FORMAT_SIZE_T"d value%s to unpack", + index, (index == 1) ? "" : "s"); +} + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %"PY_FORMAT_SIZE_T"d)", expected); +} + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { + if (unlikely(retval)) { + Py_DECREF(retval); + __Pyx_RaiseTooManyValuesError(expected); + return -1; + } else if (PyErr_Occurred()) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { + PyErr_Clear(); + return 0; + } else { + return -1; + } + } + return 0; +} + + + +static double __Pyx__PyObject_AsDouble(PyObject* obj) { + PyObject* float_value; + if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) { + return PyFloat_AsDouble(obj); + } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) { +#if PY_MAJOR_VERSION >= 3 + float_value = PyFloat_FromString(obj); +#else + float_value = PyFloat_FromString(obj, 0); +#endif + } else { + PyObject* args = PyTuple_New(1); + if (unlikely(!args)) goto bad; + PyTuple_SET_ITEM(args, 0, obj); + float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0); + PyTuple_SET_ITEM(args, 0, 0); + Py_DECREF(args); + } + if (likely(float_value)) { + double value = PyFloat_AS_DOUBLE(float_value); + Py_DECREF(float_value); + return value; + } +bad: + return (double)-1; +} + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { + PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); +} + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact) +{ + if (!type) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (none_allowed && obj == Py_None) return 1; + else if (exact) { + if (Py_TYPE(obj) == type) return 1; + } + else { + if (PyObject_TypeCheck(obj, type)) return 1; + } + PyErr_Format(PyExc_TypeError, + "Argument '%s' has incorrect type (expected %s, got %s)", + name, type->tp_name, Py_TYPE(obj)->tp_name); + return 0; +} + +static CYTHON_INLINE void __Pyx_RaiseNoneIndexingError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is unsubscriptable"); +} + +static CYTHON_INLINE int __Pyx_div_int(int a, int b) { + int q = a / b; + int r = a - q*b; + q -= ((r != 0) & ((r ^ b) < 0)); + return q; +} + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); +} +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +} + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level) { + PyObject *py_import = 0; + PyObject *empty_list = 0; + PyObject *module = 0; + PyObject *global_dict = 0; + PyObject *empty_dict = 0; + PyObject *list; + py_import = __Pyx_GetAttrString(__pyx_b, "__import__"); + if (!py_import) + goto bad; + if (from_list) + list = from_list; + else { + empty_list = PyList_New(0); + if (!empty_list) + goto bad; + list = empty_list; + } + global_dict = PyModule_GetDict(__pyx_m); + if (!global_dict) + goto bad; + empty_dict = PyDict_New(); + if (!empty_dict) + goto bad; + #if PY_VERSION_HEX >= 0x02050000 + { + #if PY_MAJOR_VERSION >= 3 + if (level == -1) { + if (strchr(__Pyx_MODULE_NAME, '.')) { + /* try package relative import first */ + PyObject *py_level = PyInt_FromLong(1); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + if (!module) { + if (!PyErr_ExceptionMatches(PyExc_ImportError)) + goto bad; + PyErr_Clear(); + } + } + level = 0; /* try absolute import on failure */ + } + #endif + if (!module) { + PyObject *py_level = PyInt_FromLong(level); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + } + } + #else + if (level>0) { + PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); + goto bad; + } + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, NULL); + #endif +bad: + Py_XDECREF(empty_list); + Py_XDECREF(py_import); + Py_XDECREF(empty_dict); + return module; +} + +static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { + const unsigned char neg_one = (unsigned char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned char" : + "value too large to convert to unsigned char"); + } + return (unsigned char)-1; + } + return (unsigned char)val; + } + return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { + const unsigned short neg_one = (unsigned short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned short" : + "value too large to convert to unsigned short"); + } + return (unsigned short)-1; + } + return (unsigned short)val; + } + return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { + const unsigned int neg_one = (unsigned int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned int" : + "value too large to convert to unsigned int"); + } + return (unsigned int)-1; + } + return (unsigned int)val; + } + return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { + const char neg_one = (char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to char" : + "value too large to convert to char"); + } + return (char)-1; + } + return (char)val; + } + return (char)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { + const short neg_one = (short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to short" : + "value too large to convert to short"); + } + return (short)-1; + } + return (short)val; + } + return (short)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { + const signed char neg_one = (signed char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed char" : + "value too large to convert to signed char"); + } + return (signed char)-1; + } + return (signed char)val; + } + return (signed char)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { + const signed short neg_one = (signed short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed short" : + "value too large to convert to signed short"); + } + return (signed short)-1; + } + return (signed short)val; + } + return (signed short)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { + const signed int neg_one = (signed int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed int" : + "value too large to convert to signed int"); + } + return (signed int)-1; + } + return (signed int)val; + } + return (signed int)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { + const unsigned long neg_one = (unsigned long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned long)PyLong_AsUnsignedLong(x); + } else { + return (unsigned long)PyLong_AsLong(x); + } + } else { + unsigned long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned long)-1; + val = __Pyx_PyInt_AsUnsignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { + const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { + return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + unsigned PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsUnsignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) { + const long neg_one = (long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + return (long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + return (long)PyLong_AsUnsignedLong(x); + } else { + return (long)PyLong_AsLong(x); + } + } else { + long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (long)-1; + val = __Pyx_PyInt_AsLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { + const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { + return (PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { + const signed long neg_one = (signed long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed long)PyLong_AsUnsignedLong(x); + } else { + return (signed long)PyLong_AsLong(x); + } + } else { + signed long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed long)-1; + val = __Pyx_PyInt_AsSignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { + const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { + return (signed PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + signed PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsSignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +} + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = *type; + tstate->exc_value = *value; + tstate->exc_traceback = *tb; + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} + +static PyObject *__Pyx_Generator_Next(PyObject *self); +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value); +static PyObject *__Pyx_Generator_Close(PyObject *self); +static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args); +static CYTHON_INLINE +void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) +{ + PyObject *exc_type = self->exc_type; + PyObject *exc_value = self->exc_value; + PyObject *exc_traceback = self->exc_traceback; + self->exc_type = NULL; + self->exc_value = NULL; + self->exc_traceback = NULL; + Py_XDECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_traceback); +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) +{ + PyObject *retval; + if (unlikely(self->is_running)) { + PyErr_SetString(PyExc_ValueError, + "generator already executing"); + return NULL; + } + if (unlikely(self->resume_label == 0)) { + if (unlikely(value && value != Py_None)) { + PyErr_SetString(PyExc_TypeError, + "can't send non-None value to a " + "just-started generator"); + return NULL; + } + } + if (unlikely(self->resume_label == -1)) { + PyErr_SetNone(PyExc_StopIteration); + return NULL; + } + if (value) + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, &self->exc_traceback); + else + __Pyx_Generator_ExceptionClear(self); + self->is_running = 1; + retval = self->body((PyObject *) self, value); + self->is_running = 0; + if (retval) + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, &self->exc_traceback); + else + __Pyx_Generator_ExceptionClear(self); + return retval; +} +static PyObject *__Pyx_Generator_Next(PyObject *self) +{ + return __Pyx_Generator_SendEx((__pyx_GeneratorObject *) self, Py_None); +} +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) +{ + return __Pyx_Generator_SendEx((__pyx_GeneratorObject *) self, value); +} +static PyObject *__Pyx_Generator_Close(PyObject *self) +{ + __pyx_GeneratorObject *generator = (__pyx_GeneratorObject *) self; + PyObject *retval; +#if PY_VERSION_HEX < 0x02050000 + PyErr_SetNone(PyExc_StopIteration); +#else + PyErr_SetNone(PyExc_GeneratorExit); +#endif + retval = __Pyx_Generator_SendEx(generator, NULL); + if (retval) { + Py_DECREF(retval); + PyErr_SetString(PyExc_RuntimeError, + "generator ignored GeneratorExit"); + return NULL; + } +#if PY_VERSION_HEX < 0x02050000 + if (PyErr_ExceptionMatches(PyExc_StopIteration)) +#else + if (PyErr_ExceptionMatches(PyExc_StopIteration) + || PyErr_ExceptionMatches(PyExc_GeneratorExit)) +#endif + { + PyErr_Clear(); /* ignore these errors */ + Py_INCREF(Py_None); + return Py_None; + } + return NULL; +} +static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) +{ + __pyx_GeneratorObject *generator = (__pyx_GeneratorObject *) self; + PyObject *typ; + PyObject *tb = NULL; + PyObject *val = NULL; + if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) + return NULL; + __Pyx_Raise(typ, val, tb, NULL); + return __Pyx_Generator_SendEx(generator, NULL); +} +static int +__Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) +{ + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_VISIT(gen->closure); + Py_VISIT(gen->classobj); + Py_VISIT(gen->exc_type); + Py_VISIT(gen->exc_value); + Py_VISIT(gen->exc_traceback); + return 0; +} +static void +__Pyx_Generator_dealloc(PyObject *self) +{ + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject_GC_UnTrack(gen); + if (gen->gi_weakreflist != NULL) + PyObject_ClearWeakRefs(self); + PyObject_GC_Track(self); + if (gen->resume_label > 0) { + Py_TYPE(gen)->tp_del(self); + if (self->ob_refcnt > 0) + return; /* resurrected. :( */ + } + PyObject_GC_UnTrack(self); + Py_CLEAR(gen->closure); + Py_CLEAR(gen->classobj); + Py_CLEAR(gen->exc_type); + Py_CLEAR(gen->exc_value); + Py_CLEAR(gen->exc_traceback); + PyObject_GC_Del(gen); +} +static void +__Pyx_Generator_del(PyObject *self) +{ + PyObject *res; + PyObject *error_type, *error_value, *error_traceback; + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + if (gen->resume_label <= 0) + return ; + assert(self->ob_refcnt == 0); + self->ob_refcnt = 1; + __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); + res = __Pyx_Generator_Close(self); + if (res == NULL) + PyErr_WriteUnraisable(self); + else + Py_DECREF(res); + __Pyx_ErrRestore(error_type, error_value, error_traceback); + /* Undo the temporary resurrection; can't use DECREF here, it would + * cause a recursive call. + */ + assert(self->ob_refcnt > 0); + if (--self->ob_refcnt == 0) + return; /* this is the normal path out */ + /* close() resurrected it! Make it look like the original Py_DECREF + * never happened. + */ + { + Py_ssize_t refcnt = self->ob_refcnt; + _Py_NewReference(self); + self->ob_refcnt = refcnt; + } + assert(PyType_IS_GC(self->ob_type) && + _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); + /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so + * we need to undo that. */ + _Py_DEC_REFTOTAL; + /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object + * chain, so no more to do there. + * If COUNT_ALLOCS, the original decref bumped tp_frees, and + * _Py_NewReference bumped tp_allocs: both of those need to be + * undone. + */ +#ifdef COUNT_ALLOCS + --self->ob_type->tp_frees; + --self->ob_type->tp_allocs; +#endif +} +static PyMemberDef __pyx_Generator_memberlist[] = { + {(char *) "gi_running", + T_INT, + offsetof(__pyx_GeneratorObject, is_running), + READONLY, + NULL}, + {0, 0, 0, 0, 0} +}; +static PyMethodDef __pyx_Generator_methods[] = { + {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0}, + {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0}, + {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0}, + {0, 0, 0, 0} +}; +static PyTypeObject __pyx_GeneratorType = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("generator"), /*tp_name*/ + sizeof(__pyx_GeneratorObject), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + (destructor) __Pyx_Generator_dealloc,/*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ +#if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ +#else + 0, /*reserved*/ +#endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + PyObject_GenericGetAttr, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ + 0, /*tp_doc*/ + (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */ + PyObject_SelfIter, /*tp_iter*/ + (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/ + __pyx_Generator_methods, /*tp_methods*/ + __pyx_Generator_memberlist, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + 0, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + __Pyx_Generator_del, /*tp_del*/ +#if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ +#endif +}; +static +__pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure) +{ + __pyx_GeneratorObject *gen = + PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType); + if (gen == NULL) + return NULL; + gen->body = body; + gen->closure = closure; + Py_XINCREF(closure); + gen->is_running = 0; + gen->resume_label = 0; + gen->classobj = NULL; + gen->exc_type = NULL; + gen->exc_value = NULL; + gen->exc_traceback = NULL; + gen->gi_weakreflist = NULL; + PyObject_GC_Track(gen); + return gen; +} +static int __pyx_Generator_init(void) +{ + return PyType_Ready(&__pyx_GeneratorType); +} + +static int __Pyx_check_binary_version(void) { + char ctversion[4], rtversion[4]; + PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); + PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); + if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { + char message[200]; + PyOS_snprintf(message, sizeof(message), + "compiletime version %s of module '%.100s' " + "does not match runtime version %s", + ctversion, __Pyx_MODULE_NAME, rtversion); + #if PY_VERSION_HEX < 0x02050000 + return PyErr_Warn(NULL, message); + #else + return PyErr_WarnEx(NULL, message, 1); + #endif + } + return 0; +} + +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + PyObject *ob = PyCapsule_New(vtable, 0, 0); +#else + PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); +#endif + if (!ob) + goto bad; + if (PyDict_SetItemString(dict, "__pyx_vtable__", ob) < 0) + goto bad; + Py_DECREF(ob); + return 0; +bad: + Py_XDECREF(ob); + return -1; +} + +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { + int start = 0, mid = 0, end = count - 1; + if (end >= 0 && code_line > entries[end].code_line) { + return count; + } + while (start < end) { + mid = (start + end) / 2; + if (code_line < entries[mid].code_line) { + end = mid; + } else if (code_line > entries[mid].code_line) { + start = mid + 1; + } else { + return mid; + } + } + if (code_line <= entries[mid].code_line) { + return mid; + } else { + return mid + 1; + } +} +static PyCodeObject *__pyx_find_code_object(int code_line) { + PyCodeObject* code_object; + int pos; + if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { + return NULL; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { + return NULL; + } + code_object = __pyx_code_cache.entries[pos].code_object; + Py_INCREF(code_object); + return code_object; +} +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { + int pos, i; + __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; + if (unlikely(!code_line)) { + return; + } + if (unlikely(!entries)) { + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); + if (likely(entries)) { + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = 64; + __pyx_code_cache.count = 1; + entries[0].code_line = code_line; + entries[0].code_object = code_object; + Py_INCREF(code_object); + } + return; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { + PyCodeObject* tmp = entries[pos].code_object; + entries[pos].code_object = code_object; + Py_DECREF(tmp); + return; + } + if (__pyx_code_cache.count == __pyx_code_cache.max_count) { + int new_max = __pyx_code_cache.max_count + 64; + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( + __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry)); + if (unlikely(!entries)) { + return; + } + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = new_max; + } + for (i=__pyx_code_cache.count; i>pos; i--) { + entries[i] = entries[i-1]; + } + entries[pos].code_line = code_line; + entries[pos].code_object = code_object; + __pyx_code_cache.count++; + Py_INCREF(code_object); +} + +#include "compile.h" +#include "frameobject.h" +#include "traceback.h" +static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( + const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyObject *py_srcfile = 0; + PyObject *py_funcname = 0; + #if PY_MAJOR_VERSION < 3 + py_srcfile = PyString_FromString(filename); + #else + py_srcfile = PyUnicode_FromString(filename); + #endif + if (!py_srcfile) goto bad; + if (c_line) { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + #else + py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + #endif + } + else { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromString(funcname); + #else + py_funcname = PyUnicode_FromString(funcname); + #endif + } + if (!py_funcname) goto bad; + py_code = __Pyx_PyCode_New( + 0, /*int argcount,*/ + 0, /*int kwonlyargcount,*/ + 0, /*int nlocals,*/ + 0, /*int stacksize,*/ + 0, /*int flags,*/ + __pyx_empty_bytes, /*PyObject *code,*/ + __pyx_empty_tuple, /*PyObject *consts,*/ + __pyx_empty_tuple, /*PyObject *names,*/ + __pyx_empty_tuple, /*PyObject *varnames,*/ + __pyx_empty_tuple, /*PyObject *freevars,*/ + __pyx_empty_tuple, /*PyObject *cellvars,*/ + py_srcfile, /*PyObject *filename,*/ + py_funcname, /*PyObject *name,*/ + py_line, /*int firstlineno,*/ + __pyx_empty_bytes /*PyObject *lnotab*/ + ); + Py_DECREF(py_srcfile); + Py_DECREF(py_funcname); + return py_code; +bad: + Py_XDECREF(py_srcfile); + Py_XDECREF(py_funcname); + return NULL; +} +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyObject *py_globals = 0; + PyFrameObject *py_frame = 0; + py_code = __pyx_find_code_object(c_line ? c_line : py_line); + if (!py_code) { + py_code = __Pyx_CreateCodeObjectForTraceback( + funcname, c_line, py_line, filename); + if (!py_code) goto bad; + __pyx_insert_code_object(c_line ? c_line : py_line, py_code); + } + py_globals = PyModule_GetDict(__pyx_m); + if (!py_globals) goto bad; + py_frame = PyFrame_New( + PyThreadState_GET(), /*PyThreadState *tstate,*/ + py_code, /*PyCodeObject *code,*/ + py_globals, /*PyObject *globals,*/ + 0 /*PyObject *locals*/ + ); + if (!py_frame) goto bad; + py_frame->f_lineno = py_line; + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { + while (t->p) { + #if PY_MAJOR_VERSION < 3 + if (t->is_unicode) { + *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); + } else if (t->intern) { + *t->p = PyString_InternFromString(t->s); + } else { + *t->p = PyString_FromStringAndSize(t->s, t->n - 1); + } + #else /* Python 3+ has unicode identifiers */ + if (t->is_unicode | t->is_str) { + if (t->intern) { + *t->p = PyUnicode_InternFromString(t->s); + } else if (t->encoding) { + *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); + } else { + *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); + } + } else { + *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); + } + #endif + if (!*t->p) + return -1; + ++t; + } + return 0; +} + + +/* Type Conversion Functions */ + +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { + int is_true = x == Py_True; + if (is_true | (x == Py_False) | (x == Py_None)) return is_true; + else return PyObject_IsTrue(x); +} + +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { + PyNumberMethods *m; + const char *name = NULL; + PyObject *res = NULL; +#if PY_VERSION_HEX < 0x03000000 + if (PyInt_Check(x) || PyLong_Check(x)) +#else + if (PyLong_Check(x)) +#endif + return Py_INCREF(x), x; + m = Py_TYPE(x)->tp_as_number; +#if PY_VERSION_HEX < 0x03000000 + if (m && m->nb_int) { + name = "int"; + res = PyNumber_Int(x); + } + else if (m && m->nb_long) { + name = "long"; + res = PyNumber_Long(x); + } +#else + if (m && m->nb_int) { + name = "int"; + res = PyNumber_Long(x); + } +#endif + if (res) { +#if PY_VERSION_HEX < 0x03000000 + if (!PyInt_Check(res) && !PyLong_Check(res)) { +#else + if (!PyLong_Check(res)) { +#endif + PyErr_Format(PyExc_TypeError, + "__%s__ returned non-%s (type %.200s)", + name, name, Py_TYPE(res)->tp_name); + Py_DECREF(res); + return NULL; + } + } + else if (!PyErr_Occurred()) { + PyErr_SetString(PyExc_TypeError, + "an integer is required"); + } + return res; +} + +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { + Py_ssize_t ival; + PyObject* x = PyNumber_Index(b); + if (!x) return -1; + ival = PyInt_AsSsize_t(x); + Py_DECREF(x); + return ival; +} + +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { +#if PY_VERSION_HEX < 0x02050000 + if (ival <= LONG_MAX) + return PyInt_FromLong((long)ival); + else { + unsigned char *bytes = (unsigned char *) &ival; + int one = 1; int little = (int)*(unsigned char*)&one; + return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); + } +#else + return PyInt_FromSize_t(ival); +#endif +} + +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { + unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); + if (unlikely(val == (unsigned PY_LONG_LONG)-1 && PyErr_Occurred())) { + return (size_t)-1; + } else if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to size_t"); + return (size_t)-1; + } + return (size_t)val; +} + + +#endif /* Py_PYTHON_H */ diff --git a/python/src/sa/_cdec_sa.pyx b/python/src/sa/_cdec_sa.pyx new file mode 100644 index 00000000..710f8cb4 --- /dev/null +++ b/python/src/sa/_cdec_sa.pyx @@ -0,0 +1,29 @@ +import logging +import resource +import gzip + +cdef float monitor_cpu(): + return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ + resource.getrusage(resource.RUSAGE_SELF).ru_stime) + +def gzip_or_text(char* filename): + if filename.endswith('.gz'): + return gzip.GzipFile(filename) + else: + return open(filename) + +logger = logging.getLogger('cdec.sa') + +include "float_list.pxi" +include "int_list.pxi" +include "str_map.pxi" +include "data_array.pxi" +include "alignment.pxi" +include "bilex.pxi" +include "veb.pxi" +include "lcp.pxi" +include "sym.pxi" +include "rule.pxi" +include "precomputation.pxi" +include "suffix_array.pxi" +include "rulefactory.pxi" diff --git a/python/src/sa/alignment.pxi b/python/src/sa/alignment.pxi new file mode 100644 index 00000000..842899ad --- /dev/null +++ b/python/src/sa/alignment.pxi @@ -0,0 +1,105 @@ +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free + +# Note: Callison-Burch uses short instead of int. +# We have the space for our corpus, so this is not a problem; +# May need to revisit if things get really tight, though. + +cdef class Alignment: + cdef IntList links + cdef IntList sent_index + + cdef int link(self, int i, int j): + """Integerizes an alignment link pair""" + return i*65536 + j + + def unlink(self, link): + """De-integerizes an alignment link pair""" + return (link/65536, link%65536) + + cdef _unlink(self, int link, int* f, int* e): + f[0] = link/65536 + e[0] = link%65536 + + def get_sent_links(self, int sent_id): + cdef IntList sent_links + cdef int* arr + cdef int arr_len + sent_links = IntList() + arr = self._get_sent_links(sent_id, &arr_len) + sent_links._extend_arr(arr, arr_len*2) + free(arr) + return sent_links + + cdef int* _get_sent_links(self, int sent_id, int* num_links): + cdef int* sent_links + cdef int i, start, end + start = self.sent_index.arr[sent_id] + end = self.sent_index.arr[sent_id+1] + num_links[0] = end - start + sent_links = malloc(2*num_links[0]*sizeof(int)) + for i from 0 <= i < num_links[0]: + self._unlink(self.links.arr[start + i], sent_links + (2*i), sent_links + (2*i) + 1) + return sent_links + + def __cinit__(self, from_binary=None, from_text=None): + self.links = IntList(1000,1000) + self.sent_index = IntList(1000,1000) + if from_binary: + self.read_binary(from_binary) + elif from_text: + self.read_text(from_text) + + def read_text(self, char* filename): + with gzip_or_text(filename) as f: + for line in f: + self.sent_index.append(len(self.links)) + pairs = line.split() + for pair in pairs: + (i, j) = map(int, pair.split('-')) + self.links.append(self.link(i, j)) + self.sent_index.append(len(self.links)) + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.links.read_handle(f) + self.sent_index.read_handle(f) + fclose(f) + + def write_text(self, char* filename): + with open(filename, "w") as f: + sent_num = 0 + for i, link in enumerate(self.links): + while i >= self.sent_index[sent_num]: + f.write("\n") + sent_num = sent_num + 1 + f.write("%d-%d " % self.unlink(link)) + f.write("\n") + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.links.write_handle(f) + self.sent_index.write_handle(f) + fclose(f) + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + sent_num = 1 + for link in self.links: + f.write("%d " % link) + f.write("\n") + for i in self.sent_index: + f.write("%d " % i) + f.write("\n") + + def alignment(self, i): + """Return all (e,f) pairs for sentence i""" + cdef int j, start, end + result = [] + start = self.sent_index.arr[i] + end = self.sent_index.arr[i+1] + for j from start <= j < end: + result.append(self.unlink(self.links.arr[j])) + return result diff --git a/python/src/sa/bilex.pxi b/python/src/sa/bilex.pxi new file mode 100644 index 00000000..27d1be49 --- /dev/null +++ b/python/src/sa/bilex.pxi @@ -0,0 +1,418 @@ +# defines bilexical dictionaries in C, with some convenience methods +# for reading arrays directly as globs directly from disk. +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, strcpy, strlen + +cdef struct _node: + _node* smaller + _node* bigger + int key + int val + +cdef _node* new_node(int key): + cdef _node* n + n = <_node*> malloc(sizeof(_node)) + n.smaller = NULL + n.bigger = NULL + n.key = key + n.val = 0 + return n + + +cdef del_node(_node* n): + if n.smaller != NULL: + del_node(n.smaller) + if n.bigger != NULL: + del_node(n.bigger) + free(n) + +cdef int* get_val(_node* n, int key): + if key == n.key: + return &n.val + elif key < n.key: + if n.smaller == NULL: + n.smaller = new_node(key) + return &(n.smaller.val) + return get_val(n.smaller, key) + else: + if n.bigger == NULL: + n.bigger = new_node(key) + return &(n.bigger.val) + return get_val(n.bigger, key) + + +cdef class BiLex: + cdef FloatList col1 + cdef FloatList col2 + cdef IntList f_index + cdef IntList e_index + cdef id2eword, id2fword, eword2id, fword2id + + def __cinit__(self, from_text=None, from_data=False, from_binary=None, + earray=None, fsarray=None, alignment=None): + self.id2eword = [] + self.id2fword = [] + self.eword2id = {} + self.fword2id = {} + self.e_index = IntList() + self.f_index = IntList() + self.col1 = FloatList() + self.col2 = FloatList() + if from_binary: + self.read_binary(from_binary) + elif from_data: + self.compute_from_data(fsarray, earray, alignment) + else: + self.read_text(from_text) + + + cdef compute_from_data(self, SuffixArray fsa, DataArray eda, Alignment aa): + cdef int sent_id, num_links, l, i, j, f_i, e_j, I, J, V_E, V_F, num_pairs + cdef int *fsent, *esent, *alignment, *links, *ealigned, *faligned + cdef _node** dict + cdef int *fmargin, *emargin, *count + cdef bytes word + cdef int null_word + + null_word = 0 + for word in fsa.darray.id2word: # I miss list comprehensions + self.id2fword.append(word) + self.id2fword[null_word] = "NULL" + for id, word in enumerate(self.id2fword): + self.fword2id[word] = id + + for word in eda.id2word: + self.id2eword.append(word) + self.id2eword[null_word] = "NULL" + for id, word in enumerate(self.id2eword): + self.eword2id[word] = id + + num_pairs = 0 + + V_E = len(eda.id2word) + V_F = len(fsa.darray.id2word) + fmargin = malloc(V_F*sizeof(int)) + emargin = malloc(V_E*sizeof(int)) + memset(fmargin, 0, V_F*sizeof(int)) + memset(emargin, 0, V_E*sizeof(int)) + + dict = <_node**> malloc(V_F*sizeof(_node*)) + memset(dict, 0, V_F*sizeof(_node*)) + + num_sents = len(fsa.darray.sent_index) + for sent_id from 0 <= sent_id < num_sents-1: + + fsent = fsa.darray.data.arr + fsa.darray.sent_index.arr[sent_id] + I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1 + faligned = malloc(I*sizeof(int)) + memset(faligned, 0, I*sizeof(int)) + + esent = eda.data.arr + eda.sent_index.arr[sent_id] + J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1 + ealigned = malloc(J*sizeof(int)) + memset(ealigned, 0, J*sizeof(int)) + + links = aa._get_sent_links(sent_id, &num_links) + + for l from 0 <= l < num_links: + i = links[l*2] + j = links[l*2+1] + if i >= I or j >= J: + raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) + f_i = fsent[i] + e_j = esent[j] + fmargin[f_i] = fmargin[f_i]+1 + emargin[e_j] = emargin[e_j]+1 + if dict[f_i] == NULL: + dict[f_i] = new_node(e_j) + dict[f_i].val = 1 + num_pairs = num_pairs + 1 + else: + count = get_val(dict[f_i], e_j) + if count[0] == 0: + num_pairs = num_pairs + 1 + count[0] = count[0] + 1 + # add count + faligned[i] = 1 + ealigned[j] = 1 + for i from 0 <= i < I: + if faligned[i] == 0: + f_i = fsent[i] + fmargin[f_i] = fmargin[f_i] + 1 + emargin[null_word] = emargin[null_word] + 1 + if dict[f_i] == NULL: + dict[f_i] = new_node(null_word) + dict[f_i].val = 1 + num_pairs = num_pairs + 1 + else: + count = get_val(dict[f_i], null_word) + if count[0] == 0: + num_pairs = num_pairs + 1 + count[0] = count[0] + 1 + for j from 0 <= j < J: + if ealigned[j] == 0: + e_j = esent[j] + fmargin[null_word] = fmargin[null_word] + 1 + emargin[e_j] = emargin[e_j] + 1 + if dict[null_word] == NULL: + dict[null_word] = new_node(e_j) + dict[null_word].val = 1 + num_pairs = num_pairs + 1 + else: + count = get_val(dict[null_word], e_j) + if count[0] == 0: + num_pairs = num_pairs + 1 + count[0] = count[0] + 1 + free(links) + free(faligned) + free(ealigned) + self.f_index = IntList(initial_len=V_F) + self.e_index = IntList(initial_len=num_pairs) + self.col1 = FloatList(initial_len=num_pairs) + self.col2 = FloatList(initial_len=num_pairs) + + num_pairs = 0 + for i from 0 <= i < V_F: + #self.f_index[i] = num_pairs + self.f_index.set(i, num_pairs) + if dict[i] != NULL: + self._add_node(dict[i], &num_pairs, float(fmargin[i]), emargin) + del_node(dict[i]) + free(fmargin) + free(emargin) + free(dict) + return + + + cdef _add_node(self, _node* n, int* num_pairs, float fmargin, int* emargin): + cdef int loc + if n.smaller != NULL: + self._add_node(n.smaller, num_pairs, fmargin, emargin) + loc = num_pairs[0] + self.e_index.set(loc, n.key) + self.col1.set(loc, float(n.val)/fmargin) + self.col2.set(loc, float(n.val)/float(emargin[n.key])) + num_pairs[0] = loc + 1 + if n.bigger != NULL: + self._add_node(n.bigger, num_pairs, fmargin, emargin) + + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.f_index.write_handle(f) + self.e_index.write_handle(f) + self.col1.write_handle(f) + self.col2.write_handle(f) + self.write_wordlist(self.id2fword, f) + self.write_wordlist(self.id2eword, f) + fclose(f) + + + cdef write_wordlist(self, wordlist, FILE* f): + cdef int word_len + cdef int num_words + cdef char* c_word + + num_words = len(wordlist) + fwrite(&(num_words), sizeof(int), 1, f) + for word in wordlist: + c_word = word + word_len = strlen(c_word) + 1 + fwrite(&(word_len), sizeof(int), 1, f) + fwrite(c_word, sizeof(char), word_len, f) + + + cdef read_wordlist(self, word2id, id2word, FILE* f): + cdef int num_words + cdef int word_len + cdef char* c_word + cdef bytes py_word + + fread(&(num_words), sizeof(int), 1, f) + for i from 0 <= i < num_words: + fread(&(word_len), sizeof(int), 1, f) + c_word = malloc (word_len * sizeof(char)) + fread(c_word, sizeof(char), word_len, f) + py_word = c_word + free(c_word) + word2id[py_word] = len(id2word) + id2word.append(py_word) + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.f_index.read_handle(f) + self.e_index.read_handle(f) + self.col1.read_handle(f) + self.col2.read_handle(f) + self.read_wordlist(self.fword2id, self.id2fword, f) + self.read_wordlist(self.eword2id, self.id2eword, f) + fclose(f) + + + def get_e_id(self, eword): + if eword not in self.eword2id: + e_id = len(self.id2eword) + self.id2eword.append(eword) + self.eword2id[eword] = e_id + return self.eword2id[eword] + + + def get_f_id(self, fword): + if fword not in self.fword2id: + f_id = len(self.id2fword) + self.id2fword.append(fword) + self.fword2id[fword] = f_id + return self.fword2id[fword] + + + def read_text(self, char* filename): + cdef i, j, w, e_id, f_id, n_f, n_e, N + cdef IntList fcount + + fcount = IntList() + with gzip_or_text(filename) as f: + # first loop merely establishes size of array objects + for line in f: + (fword, eword, score1, score2) = line.split() + f_id = self.get_f_id(fword) + e_id = self.get_e_id(eword) + while f_id >= len(fcount): + fcount.append(0) + fcount.arr[f_id] = fcount.arr[f_id] + 1 + + # Allocate space for dictionary in arrays + N = 0 + n_f = len(fcount) + self.f_index = IntList(initial_len=n_f+1) + for i from 0 <= i < n_f: + self.f_index.arr[i] = N + N = N + fcount.arr[i] + fcount.arr[i] = 0 + self.f_index.arr[n_f] = N + self.e_index = IntList(initial_len=N) + self.col1 = FloatList(initial_len=N) + self.col2 = FloatList(initial_len=N) + + # Re-read file, placing words into buckets + f.seek(0) + for line in f: + (fword, eword, score1, score2) = line.split() + f_id = self.get_f_id(fword) + e_id = self.get_e_id(eword) + index = self.f_index.arr[f_id] + fcount.arr[f_id] + fcount.arr[f_id] = fcount.arr[f_id] + 1 + self.e_index.arr[index] = int(e_id) + self.col1[index] = float(score1) + self.col2[index] = float(score2) + + # Sort buckets by eword + for b from 0 <= b < n_f: + i = self.f_index.arr[b] + j = self.f_index.arr[b+1] + self.qsort(i,j, "") + + + cdef swap(self, int i, int j): + cdef int itmp + cdef float ftmp + + if i == j: + return + + itmp = self.e_index.arr[i] + self.e_index.arr[i] = self.e_index.arr[j] + self.e_index.arr[j] = itmp + + ftmp = self.col1.arr[i] + self.col1.arr[i] = self.col1.arr[j] + self.col1.arr[j] = ftmp + + ftmp = self.col2.arr[i] + self.col2.arr[i] = self.col2.arr[j] + self.col2.arr[j] = ftmp + + + cdef qsort(self, int i, int j, pad): + cdef int pval, p + + if i > j: + raise Exception("Sort error in CLex") + if i == j: #empty interval + return + if i == j-1: # singleton interval + return + + p = (i+j)/2 + pval = self.e_index.arr[p] + self.swap(i, p) + p = i + for k from i+1 <= k < j: + if pval >= self.e_index.arr[k]: + self.swap(p+1, k) + self.swap(p, p+1) + p = p + 1 + self.qsort(i,p, pad+" ") + self.qsort(p+1,j, pad+" ") + + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + for i in self.f_index: + f.write("%d " % i) + f.write("\n") + for i, s1, s2 in zip(self.e_index, self.col1, self.col2): + f.write("%d %f %f " % (i, s1, s2)) + f.write("\n") + for i, w in enumerate(self.id2fword): + f.write("%d %s " % (i, w)) + f.write("\n") + for i, w in enumerate(self.id2eword): + f.write("%d %s " % (i, w)) + f.write("\n") + + + def get_score(self, fword, eword, col): + cdef e_id, f_id, low, high, midpoint, val + + if eword not in self.eword2id: + return None + if fword not in self.fword2id: + return None + f_id = self.fword2id[fword] + e_id = self.eword2id[eword] + low = self.f_index.arr[f_id] + high = self.f_index.arr[f_id+1] + while high - low > 0: + midpoint = (low+high)/2 + val = self.e_index.arr[midpoint] + if val == e_id: + if col == 0: + return self.col1.arr[midpoint] + if col == 1: + return self.col2.arr[midpoint] + if val > e_id: + high = midpoint + if val < e_id: + low = midpoint + 1 + return None + + + def write_text(self, char* filename): + """Note: does not guarantee writing the dictionary in the original order""" + cdef i, N, e_id, f_id + + with open(filename, "w") as f: + N = len(self.e_index) + f_id = 0 + for i from 0 <= i < N: + while self.f_index.arr[f_id+1] == i: + f_id = f_id + 1 + e_id = self.e_index.arr[i] + score1 = self.col1.arr[i] + score2 = self.col2.arr[i] + f.write("%s %s %.6f %.6f\n" % (self.id2fword[f_id], self.id2eword[e_id], score1, score2)) diff --git a/python/src/sa/data_array.pxi b/python/src/sa/data_array.pxi new file mode 100644 index 00000000..1c044694 --- /dev/null +++ b/python/src/sa/data_array.pxi @@ -0,0 +1,146 @@ +# Defines "data arrays" that can be directly written to/read from disk in binary format +# In particular, the array itself is written/read directly as a glob of binary data +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, strcpy, strlen + +cdef class DataArray: + cdef word2id + cdef id2word + cdef IntList data + cdef IntList sent_id + cdef IntList sent_index + cdef bint use_sent_id + + def __cinit__(self, from_binary=None, from_text=None, bint use_sent_id=False): + self.word2id = {"END_OF_FILE":0, "END_OF_LINE":1} + self.id2word = ["END_OF_FILE", "END_OF_LINE"] + self.data = IntList(1000,1000) + self.sent_id = IntList(1000,1000) + self.sent_index = IntList(1000,1000) + self.use_sent_id = use_sent_id + if from_binary: + self.read_binary(from_binary) + elif from_text: + self.read_text(from_text) + + def __len__(self): + return len(self.data) + + def getSentId(self, i): + return self.sent_id.arr[i] + + def getSent(self, i): + cdef int j, start, stop + sent = [] + start = self.sent_index.arr[i] + stop = self.sent_index.arr[i+1] + for i from start <= i < stop: + sent.append(self.id2word[self.data.arr[i]]) + return sent + + def getSentPos(self, loc): + return loc - self.sent_index.arr[self.sent_id.arr[loc]] + + def get_id(self, word): + if not word in self.word2id: + self.word2id[word] = len(self.id2word) + self.id2word.append(word) + return self.word2id[word] + + def get_word(self, id): + return self.id2word[id] + + def write_text(self, char* filename): + with open(filename, "w") as f: + for w_id in self.data: + if w_id > 1: + f.write("%s " % self.get_word(w_id)) + if w_id == 1: + f.write("\n") + + def read_text(self, char* filename): + cdef int word_count = 0 + with gzip_or_text(filename) as fp: + for line_num, line in enumerate(fp): + self.sent_index.append(word_count) + for word in line.split(): + self.data.append(self.get_id(word)) + if self.use_sent_id: + self.sent_id.append(line_num) + word_count = word_count + 1 + self.data.append(1) + if self.use_sent_id: + self.sent_id.append(line_num) + word_count = word_count + 1 + self.data.append(0) + self.sent_index.append(word_count) + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.read_handle(f) + fclose(f) + + cdef void read_handle(self, FILE* f): + cdef int num_words, word_len + cdef unsigned i + cdef char* c_word + cdef bytes py_word + self.data.read_handle(f) + self.sent_index.read_handle(f) + self.sent_id.read_handle(f) + fread(&(num_words), sizeof(int), 1, f) + for i in range(num_words): + fread(&(word_len), sizeof(int), 1, f) + c_word = malloc (word_len * sizeof(char)) + fread(c_word, sizeof(char), word_len, f) + py_word = c_word + free(c_word) + self.word2id[py_word] = len(self.id2word) + self.id2word.append(py_word) + if len(self.sent_id) == 0: + self.use_sent_id = False + else: + self.use_sent_id = True + + cdef void write_handle(self, FILE* f): + cdef int word_len + cdef int num_words + cdef char* c_word + self.data.write_handle(f) + self.sent_index.write_handle(f) + self.sent_id.write_handle(f) + num_words = len(self.id2word) - 2 + fwrite(&(num_words), sizeof(int), 1, f) + for word in self.id2word[2:]: + c_word = word + word_len = strlen(c_word) + 1 + fwrite(&(word_len), sizeof(int), 1, f) + fwrite(c_word, sizeof(char), word_len, f) + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.write_handle(f) + fclose(f) + + def write_enhanced_handle(self, f): + for i in self.data: + f.write("%d " %i) + f.write("\n") + for i in self.sent_index: + f.write("%d " %i) + f.write("\n") + for i in self.sent_id: + f.write("%d " %i) + f.write("\n") + for word in self.id2word: + f.write("%s %d " % (word, self.word2id[word])) + f.write("\n") + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + self.write_enhanced_handle(self, f) diff --git a/python/src/sa/float_list.pxi b/python/src/sa/float_list.pxi new file mode 100644 index 00000000..88ffd5fc --- /dev/null +++ b/python/src/sa/float_list.pxi @@ -0,0 +1,77 @@ +# defines int arrays in C, with some convenience methods +# for reading arrays directly as globs directly from disk. +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, strcpy, strlen + +cdef class FloatList: + cdef int size + cdef int increment + cdef int len + cdef float* arr + + def __cinit__(self, int size=0, int increment=1, int initial_len=0): + if initial_len > size: + size = initial_len + self.size = size + self.increment = increment + self.len = initial_len + self.arr = malloc(size*sizeof(float)) + memset(self.arr, 0, initial_len*sizeof(float)) + + def __dealloc__(self): + free(self.arr) + + def __getitem__(self, i): + j = i + if i<0: + j = self.len + i + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len)) + return self.arr[j] + + cdef void set(self, int i, float v): + j = i + if i<0: + j = self.len + i + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len)) + self.arr[j] = v + + def __setitem__(self, i, val): + self.set(i, val) + + def __len__(self): + return self.len + + def append(self, float val): + if self.len == self.size: + self.size = self.size + self.increment + self.arr = realloc(self.arr, self.size*sizeof(float)) + self.arr[self.len] = val + self.len = self.len + 1 + + cdef void write_handle(self, FILE* f): + fwrite(&(self.len), sizeof(float), 1, f) + fwrite(self.arr, sizeof(float), self.len, f) + + def write(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.write_handle(f) + fclose(f) + + cdef void read_handle(self, FILE* f): + free(self.arr) + fread(&(self.len), sizeof(float), 1, f) + self.arr = malloc(self.len * sizeof(float)) + self.size = self.len + fread(self.arr, sizeof(float), self.len, f) + + def read(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.read_handle(f) + fclose(f) diff --git a/python/src/sa/int_list.pxi b/python/src/sa/int_list.pxi new file mode 100644 index 00000000..ad14bc9c --- /dev/null +++ b/python/src/sa/int_list.pxi @@ -0,0 +1,177 @@ +# defines int arrays in C, with some convenience methods +# for reading arrays as globs directly from disk. +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, memcpy + +cdef class IntList: + cdef int size + cdef int increment + cdef int len + cdef int* arr + + def __cinit__(self, int size=0, int increment=1, int initial_len=0): + if initial_len > size: + size = initial_len + self.size = size + self.increment = increment + self.len = initial_len + self.arr = malloc(size*sizeof(int)) + memset(self.arr, 0, initial_len*sizeof(int)) + + def __str__(self): + cdef unsigned i + ret = "IntList[" + for idx in range(self.size): + if idx>0: + ret += "," + ret += str(self.arr[idx]) + ret += "]" + ret += "len=" + ret += self.len + return ret + + def index(self, val): + cdef unsigned i + for i in range(self.len): + if self.arr[i] == val: + return i + return IndexError + + def partition(self,start,end): + pivot = self.arr[end] + bottom = start-1 + top = end + done = 0 + while not done: + while not done: + bottom += 1 + if bottom == top: + done = 1 + break + if self.arr[bottom] > pivot: + self.arr[top] = self.arr[bottom] + break + while not done: + top -= 1 + if top == bottom: + done = 1 + break + if self.arr[top] < pivot: + self.arr[bottom] = self.arr[top] + break + self.arr[top] = pivot + return top + + def _doquicksort(self,start,end): + if start < end: + split = self.partition(start,end) + self._doquicksort(start,split-1) + self._doquicksort(split+1,end) + else: + return + + def sort(self): + self._doquicksort(0,self.len-1) + + def reset(self): + self.len = 0 + + def __dealloc__(self): + free(self.arr) + + def __getitem__(self, index): + cdef int i, j, k + if isinstance(index, int): + j = index + if j < 0: + j = self.len + j + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length IntList" % (index, self.len)) + return self.arr[j] + elif isinstance(index, slice): + i = index.start + j = index.stop + if i < 0: + i = self.len + i + if j < 0: + j = self.len + j + if i < 0 or i >= self.len or j < 0 or j > self.len: + raise IndexError("Requested index %d:%d of %d-length IntList" % (index.start, index.stop, self.len)) + result = () + for k from i <= k < j: + result = result + (self.arr[k],) + return result + else: + raise TypeError("Illegal key type %s for IntList" % type(index)) + + cdef void set(self, int i, int val): + j = i + if i<0: + j = self.len + i + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length IntList" % (i, self.len)) + self.arr[j] = val + + def __setitem__(self, i, val): + self.set(i, val) + + def __len__(self): + return self.len + + def getSize(self): + return self.size + + def append(self, int val): + self._append(val) + + cdef void _append(self, int val): + if self.len == self.size: + self.size = self.size + self.increment + self.arr = realloc(self.arr, self.size*sizeof(int)) + self.arr[self.len] = val + self.len = self.len + 1 + + def extend(self, other): + self._extend(other) + + cdef void _extend(self, IntList other): + self._extend_arr(other.arr, other.len) + + cdef void _extend_arr(self, int* other, int other_len): + if self.size < self.len + other_len: + self.size = self.len + other_len + self.arr = realloc(self.arr, self.size*sizeof(int)) + memcpy(self.arr+self.len, other, other_len*sizeof(int)) + self.len = self.len + other_len + + cdef void _clear(self): + free(self.arr) + self.len = 0 + self.size = 0 + self.arr = malloc(0) + + cdef void write_handle(self, FILE* f): + fwrite(&(self.len), sizeof(int), 1, f) + fwrite(self.arr, sizeof(int), self.len, f) + + def write(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.write_handle(f) + fclose(f) + + cdef void read_handle(self, FILE* f): + (self.arr) + fread(&(self.len), sizeof(int), 1, f) + self.arr = malloc(self.len * sizeof(int)) + self.size = self.len + fread(self.arr, sizeof(int), self.len, f) + + def read(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.read_handle(f) + fclose(f) diff --git a/python/src/sa/lcp.pxi b/python/src/sa/lcp.pxi new file mode 100644 index 00000000..8e86e611 --- /dev/null +++ b/python/src/sa/lcp.pxi @@ -0,0 +1,89 @@ +"""Compute LCP array for a suffix array using the Kasai et al. algorithm +Can also be used to compute statistics such +as k most frequent n-grams""" + +cdef class LCP: + cdef SuffixArray sa + cdef IntList lcp + + def __cinit__(self, SuffixArray sa): + cdef int i, k, j, h, n + cdef IntList rank + + logger.info("Constructing LCP array") + self.sa = sa + n = self.sa.sa.len + self.lcp = IntList(initial_len=n) + + rank = IntList(initial_len=n) + for i from 0 <= i < n: + rank.arr[sa.sa.arr[i]] = i + + h = 0 + for i from 0 <= i < n: + k = rank.arr[i] + if k == 0: + self.lcp.arr[k] = -1 + else: + j = sa.sa.arr[k-1] + while i+h < n and j+h < n and sa.darray.data.arr[i+h] == sa.darray.data.arr[j+h]: + h = h+1 + self.lcp.arr[k] = h + if h > 0: + h = h-1 + logger.info("LCP array completed") + + def compute_stats(self, int max_n): + """Note: the output of this function is not exact. In + particular, the frequency associated with each word is + not guaranteed to be correct. This is due to a bit of + laxness in the design; the function is intended only to + obtain a list of the most frequent words; for this + purpose it is perfectly fine""" + cdef int i, ii, iii, j, k, h, n, N, rs, freq, valid + cdef IntList run_start + cdef IntList ngram_start + cdef VEB veb + + N = self.sa.sa.len + + ngram_starts = [] + for n from 0 <= n < max_n: + ngram_starts.append(IntList(initial_len=N)) + + run_start = IntList(initial_len=max_n) + veb = VEB(N) + + for i from 0 <= i < N: + h = self.lcp.arr[i] + if h < 0: + h = 0 + for n from h <= n < max_n: + rs = run_start.arr[n] + run_start.arr[n] = i + freq = i - rs + if freq > 1000: # arbitrary, but see note below + veb._insert(freq) + ngram_start = ngram_starts[n] + while ngram_start.arr[freq] > 0: + freq = freq + 1 # cheating a bit, should be ok for sparse histogram + ngram_start.arr[freq] = rs + i = veb.veb.min_val + while i != -1: + ii = veb._findsucc(i) + for n from 0 <= n < max_n: + ngram_start = ngram_starts[n] + iii = i + rs = ngram_start.arr[iii] + while (ii==-1 or iii < ii) and rs != 0: + j = self.sa.sa.arr[rs] + valid = 1 + for k from 0 <= k < n+1: + if self.sa.darray.data.arr[j+k] < 2: + valid = 0 + if valid: + ngram = tuple([self.sa.darray.data.arr[j+k] for k in range(n+1)]) + yield i, n+1, ngram + iii = iii + 1 + rs = ngram_start.arr[iii] + i = ii diff --git a/python/src/sa/precomputation.pxi b/python/src/sa/precomputation.pxi new file mode 100644 index 00000000..a3527f47 --- /dev/null +++ b/python/src/sa/precomputation.pxi @@ -0,0 +1,454 @@ +# precomputes a set of collocations by advancing over the text. +# warning: nasty C code + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, memcpy + +cdef struct _Trie_Node # forward decl + +cdef struct _Trie_Edge: + int val + _Trie_Node* node + _Trie_Edge* bigger + _Trie_Edge* smaller + +cdef struct _Trie_Node: + _Trie_Edge* root + int* arr + int arr_len + +cdef _Trie_Node* new_trie_node(): + cdef _Trie_Node* node + node = <_Trie_Node*> malloc(sizeof(_Trie_Node)) + node.root = NULL + node.arr_len = 0 + node.arr = malloc(sizeof(0*sizeof(int))) + return node + +cdef _Trie_Edge* new_trie_edge(int val): + cdef _Trie_Edge* edge + edge = <_Trie_Edge*> malloc(sizeof(_Trie_Edge)) + edge.node = new_trie_node() + edge.bigger = NULL + edge.smaller = NULL + edge.val = val + return edge + +cdef free_trie_node(_Trie_Node* node): + if node != NULL: + free_trie_edge(node.root) + free(node.arr) + +cdef free_trie_edge(_Trie_Edge* edge): + if edge != NULL: + free_trie_node(edge.node) + free_trie_edge(edge.bigger) + free_trie_edge(edge.smaller) + +cdef _Trie_Node* trie_find(_Trie_Node* node, int val): + cdef _Trie_Edge* cur + cur = node.root + while cur != NULL and cur.val != val: + if val > cur.val: + cur = cur.bigger + elif val < cur.val: + cur = cur.smaller + if cur == NULL: + return NULL + else: + return cur.node + +cdef trie_node_data_append(_Trie_Node* node, int val): + cdef int new_len + new_len = node.arr_len + 1 + node.arr = realloc(node.arr, new_len*sizeof(int)) + node.arr[node.arr_len] = val + node.arr_len = new_len + +cdef trie_node_data_extend(_Trie_Node* node, int* vals, int num_vals): + cdef int new_len + new_len = node.arr_len + num_vals + node.arr = realloc(node.arr, new_len*sizeof(int)) + memcpy(node.arr + node.arr_len, vals, num_vals*sizeof(int)) + node.arr_len = new_len + + +cdef _Trie_Node* trie_insert(_Trie_Node* node, int val): + cdef _Trie_Edge** cur + cur = &node.root + while cur[0] != NULL and cur[0].val != val: + if val > cur[0].val: + cur = &cur[0].bigger + elif val < cur[0].val: + cur = &cur[0].smaller + if cur[0] == NULL: + cur[0] = new_trie_edge(val) + return cur[0].node + +cdef trie_node_to_map(_Trie_Node* node, result, prefix, int include_zeros): + cdef IntList arr + + if include_zeros or node.arr_len > 0: + arr = IntList() + free(arr.arr) + arr.arr = malloc(node.arr_len * sizeof(int)) + memcpy(arr.arr, node.arr, node.arr_len * sizeof(int)) + arr.len = node.arr_len + arr.size = node.arr_len + result[prefix] = arr + trie_edge_to_map(node.root, result, prefix, include_zeros) + +cdef trie_edge_to_map(_Trie_Edge* edge, result, prefix, int include_zeros): + if edge != NULL: + trie_edge_to_map(edge.smaller, result, prefix, include_zeros) + trie_edge_to_map(edge.bigger, result, prefix, include_zeros) + prefix = prefix + (edge.val,) + trie_node_to_map(edge.node, result, prefix, include_zeros) + +cdef class TrieMap: + + cdef _Trie_Node** root + cdef int V + + def __cinit__(self, int alphabet_size): + self.V = alphabet_size + self.root = <_Trie_Node**> malloc(self.V * sizeof(_Trie_Node*)) + memset(self.root, 0, self.V * sizeof(_Trie_Node*)) + + + def __dealloc__(self): + cdef int i + for i from 0 <= i < self.V: + if self.root[i] != NULL: + free_trie_node(self.root[i]) + free(self.root) + + + def insert(self, pattern): + cdef int* p + cdef int i, l + l = len(pattern) + p = malloc(l*sizeof(int)) + for i from 0 <= i < l: + p[i] = pattern[i] + self._insert(p,l) + free(p) + + + cdef _Trie_Node* _insert(self, int* pattern, int pattern_len): + cdef int i + cdef _Trie_Node* node + if self.root[pattern[0]] == NULL: + self.root[pattern[0]] = new_trie_node() + node = self.root[pattern[0]] + for i from 1 <= i < pattern_len: + node = trie_insert(node, pattern[i]) + return node + + def contains(self, pattern): + cdef int* p + cdef int i, l + cdef _Trie_Node* node + l = len(pattern) + p = malloc(l*sizeof(int)) + for i from 0 <= i < l: + p[i] = pattern[i] + node = self._contains(p,l) + free(p) + if node == NULL: + return False + else: + return True + + cdef _Trie_Node* _contains(self, int* pattern, int pattern_len): + cdef int i + cdef _Trie_Node* node + node = self.root[pattern[0]] + i = 1 + while node != NULL and i < pattern_len: + node = trie_find(node, pattern[i]) + i = i+1 + return node + + def toMap(self, flag): + cdef int i, include_zeros + + if flag: + include_zeros=1 + else: + include_zeros=0 + result = {} + for i from 0 <= i < self.V: + if self.root[i] != NULL: + trie_node_to_map(self.root[i], result, (i,), include_zeros) + return result + + +cdef class Precomputation: + cdef int precompute_rank + cdef int precompute_secondary_rank + cdef int max_length + cdef int max_nonterminals + cdef int train_max_initial_size + cdef int train_min_gap_size + cdef precomputed_index + cdef precomputed_collocations + cdef read_map(self, FILE* f) + cdef write_map(self, m, FILE* f) + + def __cinit__(self, fsarray=None, from_stats=None, from_binary=None, + precompute_rank=1000, precompute_secondary_rank=20, + max_length=5, max_nonterminals=2, + train_max_initial_size=10, train_min_gap_size=2): + self.precompute_rank = precompute_rank + self.precompute_secondary_rank = precompute_secondary_rank + self.max_length = max_length + self.max_nonterminals = max_nonterminals + self.train_max_initial_size = train_max_initial_size + self.train_min_gap_size = train_min_gap_size + if from_binary: + self.read_binary(from_binary) + elif from_stats: + self.precompute(from_stats, fsarray) + + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + fread(&(self.precompute_rank), sizeof(int), 1, f) + fread(&(self.precompute_secondary_rank), sizeof(int), 1, f) + fread(&(self.max_length), sizeof(int), 1, f) + fread(&(self.max_nonterminals), sizeof(int), 1, f) + fread(&(self.train_max_initial_size), sizeof(int), 1, f) + fread(&(self.train_min_gap_size), sizeof(int), 1, f) + self.precomputed_index = self.read_map(f) + self.precomputed_collocations = self.read_map(f) + fclose(f) + + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + fwrite(&(self.precompute_rank), sizeof(int), 1, f) + fwrite(&(self.precompute_secondary_rank), sizeof(int), 1, f) + fwrite(&(self.max_length), sizeof(int), 1, f) + fwrite(&(self.max_nonterminals), sizeof(int), 1, f) + fwrite(&(self.train_max_initial_size), sizeof(int), 1, f) + fwrite(&(self.train_min_gap_size), sizeof(int), 1, f) + self.write_map(self.precomputed_index, f) + self.write_map(self.precomputed_collocations, f) + fclose(f) + + + cdef write_map(self, m, FILE* f): + cdef int i, N + cdef IntList arr + + N = len(m) + fwrite(&(N), sizeof(int), 1, f) + for pattern, val in m.iteritems(): + N = len(pattern) + fwrite(&(N), sizeof(int), 1, f) + for word_id in pattern: + i = word_id + fwrite(&(i), sizeof(int), 1, f) + arr = val + arr.write_handle(f) + + + cdef read_map(self, FILE* f): + cdef int i, j, k, word_id, N + cdef IntList arr + + m = {} + fread(&(N), sizeof(int), 1, f) + for j from 0 <= j < N: + fread(&(i), sizeof(int), 1, f) + key = () + for k from 0 <= k < i: + fread(&(word_id), sizeof(int), 1, f) + key = key + (word_id,) + arr = IntList() + arr.read_handle(f) + m[key] = arr + return m + + + def precompute(self, stats, SuffixArray sarray): + cdef int i, l, N, max_pattern_len, i1, l1, i2, l2, i3, l3, ptr1, ptr2, ptr3, is_super, sent_count, max_rank + cdef DataArray darray = sarray.darray + cdef IntList data, queue, cost_by_rank, count_by_rank + cdef TrieMap frequent_patterns, super_frequent_patterns, collocations + cdef _Trie_Node* node + + data = darray.data + + frequent_patterns = TrieMap(len(darray.id2word)) + super_frequent_patterns = TrieMap(len(darray.id2word)) + collocations = TrieMap(len(darray.id2word)) + + I_set = set() + J_set = set() + J2_set = set() + IJ_set = set() + pattern_rank = {} + + logger.info("Precomputing frequent intersections") + cdef float start_time = monitor_cpu() + + max_pattern_len = 0 + for rank, (_, _, phrase) in enumerate(stats): + if rank >= self.precompute_rank: + break + max_pattern_len = max(max_pattern_len, len(phrase)) + frequent_patterns.insert(phrase) + I_set.add(phrase) + pattern_rank[phrase] = rank + if rank < self.precompute_secondary_rank: + super_frequent_patterns.insert(phrase) + J_set.add(phrase) + + queue = IntList(increment=1000) + + logger.info(" Computing inverted indexes...") + N = len(data) + for i from 0 <= i < N: + sa_word_id = data.arr[i] + if sa_word_id == 1: + queue._append(-1) + else: + for l from 1 <= l <= max_pattern_len: + node = frequent_patterns._contains(data.arr+i, l) + if node == NULL: + break + queue._append(i) + queue._append(l) + trie_node_data_append(node, i) + + logger.info(" Computing collocations...") + N = len(queue) + ptr1 = 0 + sent_count = 0 + while ptr1 < N: # main loop + i1 = queue.arr[ptr1] + if i1 > -1: + l1 = queue.arr[ptr1+1] + ptr2 = ptr1 + 2 + while ptr2 < N: + i2 = queue.arr[ptr2] + if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + break + l2 = queue.arr[ptr2+1] + if (i2 - i1 - l1 >= self.train_min_gap_size and + i2 + l2 - i1 <= self.train_max_initial_size and + l1+l2+1 <= self.max_length): + node = collocations._insert(data.arr+i1, l1) + node = trie_insert(node, -1) + for i from i2 <= i < i2+l2: + node = trie_insert(node, data.arr[i]) + trie_node_data_append(node, i1) + trie_node_data_append(node, i2) + if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + is_super = 1 + else: + is_super = 0 + ptr3 = ptr2 + 2 + while ptr3 < N: + i3 = queue.arr[ptr3] + if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + break + l3 = queue.arr[ptr3+1] + if (i3 - i2 - l2 >= self.train_min_gap_size and + i3 + l3 - i1 <= self.train_max_initial_size and + l1+l2+l3+2 <= self.max_length): + if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + node = collocations._insert(data.arr+i1, l1) + node = trie_insert(node, -1) + for i from i2 <= i < i2+l2: + node = trie_insert(node, data.arr[i]) + node = trie_insert(node, -1) + for i from i3 <= i < i3+l3: + node = trie_insert(node, data.arr[i]) + trie_node_data_append(node, i1) + trie_node_data_append(node, i2) + trie_node_data_append(node, i3) + ptr3 = ptr3 + 2 + ptr2 = ptr2 + 2 + ptr1 = ptr1 + 2 + else: + sent_count = sent_count + 1 + if sent_count % 10000 == 0: + logger.debug(" %d sentences", sent_count) + ptr1 = ptr1 + 1 + + self.precomputed_collocations = collocations.toMap(False) + self.precomputed_index = frequent_patterns.toMap(True) + + x = 0 + for pattern1 in J_set: + for pattern2 in J_set: + if len(pattern1) + len(pattern2) + 1 < self.max_length: + combined_pattern = pattern1 + (-1,) + pattern2 + J2_set.add(combined_pattern) + + for pattern1 in I_set: + for pattern2 in I_set: + x = x+1 + if len(pattern1) + len(pattern2) + 1 <= self.max_length: + combined_pattern = pattern1 + (-1,) + pattern2 + IJ_set.add(combined_pattern) + + for pattern1 in I_set: + for pattern2 in J2_set: + x = x+2 + if len(pattern1) + len(pattern2) + 1<= self.max_length: + combined_pattern = pattern1 + (-1,) + pattern2 + IJ_set.add(combined_pattern) + combined_pattern = pattern2 + (-1,) + pattern1 + IJ_set.add(combined_pattern) + + N = len(pattern_rank) + cost_by_rank = IntList(initial_len=N) + count_by_rank = IntList(initial_len=N) + for pattern, arr in self.precomputed_collocations.iteritems(): + if pattern not in IJ_set: + s = "" + for word_id in pattern: + if word_id == -1: + s = s + "X " + else: + s = s + darray.id2word[word_id] + " " + logger.warn("ERROR: unexpected pattern %s in set of precomputed collocations", s) + else: + chunk = () + max_rank = 0 + arity = 0 + for word_id in pattern: + if word_id == -1: + max_rank = max(max_rank, pattern_rank[chunk]) + arity = arity + 1 + chunk = () + else: + chunk = chunk + (word_id,) + max_rank = max(max_rank, pattern_rank[chunk]) + cost_by_rank.arr[max_rank] = cost_by_rank.arr[max_rank] + (4*len(arr)) + count_by_rank.arr[max_rank] = count_by_rank.arr[max_rank] + (len(arr)/(arity+1)) + + cumul_cost = 0 + cumul_count = 0 + for i from 0 <= i < N: + cumul_cost = cumul_cost + cost_by_rank.arr[i] + cumul_count = cumul_count + count_by_rank.arr[i] + logger.debug("RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d", i, count_by_rank.arr[i], cost_by_rank.arr[i], cumul_count, cumul_cost) + + num_found_patterns = len(self.precomputed_collocations) + for pattern in IJ_set: + if pattern not in self.precomputed_collocations: + self.precomputed_collocations[pattern] = IntList() + + cdef float stop_time = monitor_cpu() + logger.info("Precomputed collocations for %d patterns out of %d possible (upper bound %d)", num_found_patterns, len(self.precomputed_collocations), x) + logger.info("Precomputed inverted index for %d patterns ", len(self.precomputed_index)) + logger.info("Precomputation took %f seconds", (stop_time - start_time)) diff --git a/python/src/sa/rule.pxi b/python/src/sa/rule.pxi new file mode 100644 index 00000000..9c34f66d --- /dev/null +++ b/python/src/sa/rule.pxi @@ -0,0 +1,241 @@ +from libc.stdlib cimport malloc, calloc, realloc, free, strtof, strtol +from libc.string cimport strsep, strcpy, strlen + +cdef class Phrase: + cdef int *syms + cdef int n, *varpos, n_vars + + def __cinit__(self, words): + cdef int i, j, n, n_vars + n_vars = 0 + n = len(words) + self.syms = malloc(n*sizeof(int)) + for i from 0 <= i < n: + self.syms[i] = words[i] + if ALPHABET.isvar(self.syms[i]): + n_vars += 1 + self.n = n + self.n_vars = n_vars + self.varpos = malloc(n_vars*sizeof(int)) + j = 0 + for i from 0 <= i < n: + if ALPHABET.isvar(self.syms[i]): + self.varpos[j] = i + j = j + 1 + + def __dealloc__(self): + free(self.syms) + free(self.varpos) + + def __str__(self): + strs = [] + cdef int i, s + for i from 0 <= i < self.n: + s = self.syms[i] + strs.append(ALPHABET.tostring(s)) + return " ".join(strs) + + def handle(self): + """return a hashable representation that normalizes the ordering + of the nonterminal indices""" + norm = [] + cdef int i, j, s + i = 1 + j = 0 + for j from 0 <= j < self.n: + s = self.syms[j] + if ALPHABET.isvar(s): + s = ALPHABET.setindex(s,i) + i = i + 1 + norm.append(s) + return tuple(norm) + + def strhandle(self): + strs = [] + norm = [] + cdef int i, j, s + i = 1 + j = 0 + for j from 0 <= j < self.n: + s = self.syms[j] + if ALPHABET.isvar(s): + s = ALPHABET.setindex(s,i) + i = i + 1 + norm.append(ALPHABET.tostring(s)) + return " ".join(norm) + + def arity(self): + return self.n_vars + + def getvarpos(self, i): + if 0 <= i < self.n_vars: + return self.varpos[i] + else: + raise IndexError + + def getvar(self, i): + if 0 <= i < self.n_vars: + return self.syms[self.varpos[i]] + else: + raise IndexError + + cdef int chunkpos(self, int k): + if k == 0: + return 0 + else: + return self.varpos[k-1]+1 + + cdef int chunklen(self, int k): + if self.n_vars == 0: + return self.n + elif k == 0: + return self.varpos[0] + elif k == self.n_vars: + return self.n-self.varpos[k-1]-1 + else: + return self.varpos[k]-self.varpos[k-1]-1 + + def clen(self, k): + return self.chunklen(k) + + def getchunk(self, ci): + cdef int start, stop + start = self.chunkpos(ci) + stop = start+self.chunklen(ci) + chunk = [] + for i from start <= i < stop: + chunk.append(self.syms[i]) + return chunk + + def __cmp__(self, other): + cdef Phrase otherp + cdef int i + otherp = other + for i from 0 <= i < min(self.n, otherp.n): + if self.syms[i] < otherp.syms[i]: + return -1 + elif self.syms[i] > otherp.syms[i]: + return 1 + if self.n < otherp.n: + return -1 + elif self.n > otherp.n: + return 1 + else: + return 0 + + def __hash__(self): + cdef int i + cdef unsigned h + h = 0 + for i from 0 <= i < self.n: + if self.syms[i] > 0: + h = (h << 1) + self.syms[i] + else: + h = (h << 1) + -self.syms[i] + return h + + def __len__(self): + return self.n + + def __getitem__(self, i): + return self.syms[i] + + def __iter__(self): + cdef int i + l = [] + for i from 0 <= i < self.n: + l.append(self.syms[i]) + return iter(l) + + def subst(self, start, children): + cdef int i + for i from 0 <= i < self.n: + if ALPHABET.isvar(self.syms[i]): + start = start + children[ALPHABET.getindex(self.syms[i])-1] + else: + start = start + (self.syms[i],) + return start + +cdef class Rule: + cdef public int lhs + cdef readonly Phrase f, e + cdef float *cscores + cdef int n_scores + cdef public word_alignments + + def __cinit__(self, int lhs, Phrase f, Phrase e, + scores=None, word_alignments=None): + cdef int i, n + cdef char *rest + + if not ALPHABET.isvar(lhs): + raise Exception('Invalid LHS symbol: %d' % lhs) + + self.lhs = lhs + self.f = f + self.e = e + + self.word_alignments = word_alignments + if scores is None: + self.cscores = NULL + self.n_scores = 0 + else: + n = len(scores) + self.cscores = malloc(n*sizeof(float)) + self.n_scores = n + for i from 0 <= i < n: + self.cscores[i] = scores[i] + + def __dealloc__(self): + if self.cscores != NULL: + free(self.cscores) + + def __hash__(self): + return hash((self.lhs, self.f, self.e)) + + def __cmp__(self, Rule other): + return cmp((self.lhs, self.f, self.e, self.word_alignments), (other.lhs, other.f, other.e, self.word_alignments)) + + def __iadd__(self, Rule other): + if self.n_scores != other.n_scores: + raise ValueError + for i from 0 <= i < self.n_scores: + self.cscores[i] = self.cscores[i] + other.cscores[i] + return self + + def fmerge(self, Phrase f): + if self.f == f: + self.f = f + + def arity(self): + return self.f.arity() + + def __str__(self): + scorestrs = [] + for i from 0 <= i < self.n_scores: + scorestrs.append(str(self.cscores[i])) + fields = [ALPHABET.tostring(self.lhs), str(self.f), str(self.e), " ".join(scorestrs)] + if self.word_alignments is not None: + alignstr = [] + for i from 0 <= i < len(self.word_alignments): + alignstr.append("%d-%d" % (self.word_alignments[i]/65536, self.word_alignments[i]%65536)) + #for s,t in self.word_alignments: + #alignstr.append("%d-%d" % (s,t)) + fields.append(" ".join(alignstr)) + + return " ||| ".join(fields) + + property scores: + def __get__(self): + s = [None]*self.n_scores + for i from 0 <= i < self.n_scores: + s[i] = self.cscores[i] + return s + + def __set__(self, s): + if self.cscores != NULL: + free(self.cscores) + self.cscores = malloc(len(s)*sizeof(float)) + self.n_scores = len(s) + for i from 0 <= i < self.n_scores: + self.cscores[i] = s[i] diff --git a/python/src/sa/rulefactory.pxi b/python/src/sa/rulefactory.pxi new file mode 100644 index 00000000..24bb680f --- /dev/null +++ b/python/src/sa/rulefactory.pxi @@ -0,0 +1,1794 @@ +# Implementation of the algorithms described in +# Lopez, EMNLP-CoNLL 2007 +# Much faster than the Python numbers reported there. +# Note to reader: this code is closer to C than Python +import gc + +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, memcpy +from libc.math cimport fmod, ceil, floor, log + +cdef int PRECOMPUTE = 0 +cdef int MERGE = 1 +cdef int BAEZA_YATES = 2 + +# NOTE: was encoded as a non-terminal in the previous version +cdef int EPSILON = sym_fromstring('*EPS*', True) + +cdef class TrieNode: + cdef public children + + def __cinit__(self): + self.children = {} + +cdef class ExtendedTrieNode(TrieNode): + cdef public phrase + cdef public phrase_location + cdef public suffix_link + + def __cinit__(self, phrase=None, phrase_location=None, suffix_link=None): + self.phrase = phrase + self.phrase_location = phrase_location + self.suffix_link = suffix_link + + +cdef class TrieTable: + cdef public int extended + cdef public int count + cdef public root + def __cinit__(self, extended=False): + self.count = 0 + self.extended = extended + if extended: + self.root = ExtendedTrieNode() + else: + self.root = TrieNode() + +# linked list structure for storing matches in BaselineRuleFactory +cdef struct match_node: + int* match + match_node* next + +# encodes information needed to find a (hierarchical) phrase +# in the text. If phrase is contiguous, that's just a range +# in the suffix array; if discontiguous, it is the set of +# actual locations (packed into an array) +cdef class PhraseLocation: + cdef int sa_low + cdef int sa_high + cdef int arr_low + cdef int arr_high + cdef IntList arr + cdef int num_subpatterns + + # returns true if sent_id is contained + cdef int contains(self, int sent_id): + return 1 + + def __cinit__(self, int sa_low=-1, int sa_high=-1, int arr_low=-1, int arr_high=-1, + arr=None, int num_subpatterns=1): + self.sa_low = sa_low + self.sa_high = sa_high + self.arr_low = arr_low + self.arr_high = arr_high + self.arr = arr + self.num_subpatterns = num_subpatterns + + + +cdef class Sampler: + '''A Sampler implements a logic for choosing + samples from a population range''' + + cdef int sample_size + cdef IntList sa + + def __cinit__(self, int sample_size, SuffixArray fsarray): + self.sample_size = sample_size + self.sa = fsarray.sa + if sample_size > 0: + logger.info("Sampling strategy: uniform, max sample size = %d", sample_size) + else: + logger.info("Sampling strategy: no sampling") + + def sample(self, PhraseLocation phrase_location): + '''Returns a sample of the locations for + the phrase. If there are less than self.sample_size + locations, return all of them; otherwise, return + up to self.sample_size locations. In the latter case, + we choose to sample UNIFORMLY -- that is, the locations + are chosen at uniform intervals over the entire set, rather + than randomly. This makes the algorithm deterministic, which + is good for things like MERT''' + cdef IntList sample + cdef double i, stepsize + cdef int num_locations, val, j + + sample = IntList() + if phrase_location.arr is None: + num_locations = phrase_location.sa_high - phrase_location.sa_low + if self.sample_size == -1 or num_locations <= self.sample_size: + sample._extend_arr(self.sa.arr + phrase_location.sa_low, num_locations) + else: + stepsize = float(num_locations)/float(self.sample_size) + i = phrase_location.sa_low + while i < phrase_location.sa_high and sample.len < self.sample_size: + '''Note: int(i) not guaranteed to have the desired + effect, according to the python documentation''' + if fmod(i,1.0) > 0.5: + val = int(ceil(i)) + else: + val = int(floor(i)) + sample._append(self.sa.arr[val]) + i = i + stepsize + else: + num_locations = (phrase_location.arr_high - phrase_location.arr_low) / phrase_location.num_subpatterns + if self.sample_size == -1 or num_locations <= self.sample_size: + sample = phrase_location.arr + else: + stepsize = float(num_locations)/float(self.sample_size) + i = phrase_location.arr_low + while i < num_locations and sample.len < self.sample_size * phrase_location.num_subpatterns: + '''Note: int(i) not guaranteed to have the desired + effect, according to the python documentation''' + if fmod(i,1.0) > 0.5: + val = int(ceil(i)) + else: + val = int(floor(i)) + j = phrase_location.arr_low + (val*phrase_location.num_subpatterns) + sample._extend_arr(phrase_location.arr.arr + j, phrase_location.num_subpatterns) + i = i + stepsize + return sample + + +# struct used to encapsulate a single matching +cdef struct Matching: + int* arr + int start + int end + int sent_id + int size + + +cdef void assign_matching(Matching* m, int* arr, int start, int step, int* sent_id_arr): + m.arr = arr + m.start = start + m.end = start + step + m.sent_id = sent_id_arr[arr[start]] + m.size = step + + +cdef int* append_combined_matching(int* arr, Matching* loc1, Matching* loc2, + int offset_by_one, int num_subpatterns, int* result_len): + cdef int i, new_len + + new_len = result_len[0] + num_subpatterns + arr = realloc(arr, new_len*sizeof(int)) + + for i from 0 <= i < loc1.size: + arr[result_len[0]+i] = loc1.arr[loc1.start+i] + if num_subpatterns > loc1.size: + arr[new_len-1] = loc2.arr[loc2.end-1] + result_len[0] = new_len + return arr + + +cdef int* extend_arr(int* arr, int* arr_len, int* appendix, int appendix_len): + cdef int new_len + + new_len = arr_len[0] + appendix_len + arr = realloc(arr, new_len*sizeof(int)) + memcpy(arr+arr_len[0], appendix, appendix_len*sizeof(int)) + arr_len[0] = new_len + return arr + +cdef int median(int low, int high, int step): + return low + (((high - low)/step)/2)*step + + +cdef void find_comparable_matchings(int low, int high, int* arr, int step, int loc, int* loc_minus, int* loc_plus): + # Returns (minus, plus) indices for the portion of the array + # in which all matchings have the same first index as the one + # starting at loc + loc_plus[0] = loc + step + while loc_plus[0] < high and arr[loc_plus[0]] == arr[loc]: + loc_plus[0] = loc_plus[0] + step + loc_minus[0] = loc + while loc_minus[0]-step >= low and arr[loc_minus[0]-step] == arr[loc]: + loc_minus[0] = loc_minus[0] - step + + +cdef class HieroCachingRuleFactory: + '''This RuleFactory implements a caching + method using TrieTable, which makes phrase + generation somewhat speedier -- phrases only + need to be extracted once (however, it is + quite possible they need to be scored + for each input sentence, for contextual models)''' + + cdef TrieTable rules + cdef Sampler sampler + + cdef int max_chunks + cdef int max_target_chunks + cdef int max_length + cdef int max_target_length + cdef int max_nonterminals + cdef int max_initial_size + cdef int train_max_initial_size + cdef int min_gap_size + cdef int train_min_gap_size + cdef int category + + cdef precomputed_index + cdef precomputed_collocations + cdef precompute_file + cdef max_rank + cdef int precompute_rank, precompute_secondary_rank + cdef bint use_baeza_yates + cdef bint use_index + cdef bint use_collocations + cdef float by_slack_factor + + cdef prev_norm_prefix + cdef float extract_time + cdef SuffixArray fsa + cdef DataArray fda + cdef DataArray eda + + cdef Alignment alignment + cdef IntList eid2symid + cdef IntList fid2symid + cdef int tight_phrases + cdef int require_aligned_terminal + cdef int require_aligned_chunks + + cdef IntList findexes + cdef IntList findexes1 + + def __cinit__(self, + # compiled alignment object (REQUIRED) + Alignment alignment, + # parameter for double-binary search; doesn't seem to matter much + float by_slack_factor=1.0, + # name of generic nonterminal used by Hiero + char* category="[X]", + # maximum number of contiguous chunks of terminal symbols in RHS of a rule. If None, defaults to max_nonterminals+1 + max_chunks=None, + # maximum span of a grammar rule in TEST DATA + unsigned max_initial_size=10, + # maximum number of symbols (both T and NT) allowed in a rule + unsigned max_length=5, + # maximum number of nonterminals allowed in a rule (set >2 at your own risk) + unsigned max_nonterminals=2, + # maximum number of contiguous chunks of terminal symbols in target-side RHS of a rule. If None, defaults to max_nonterminals+1 + max_target_chunks=None, + # maximum number of target side symbols (both T and NT) allowed in a rule. If None, defaults to max_initial_size + max_target_length=None, + # minimum span of a nonterminal in the RHS of a rule in TEST DATA + unsigned min_gap_size=2, + # filename of file containing precomputed collocations + precompute_file=None, + # maximum frequency rank of patterns used to compute triples (don't set higher than 20). + unsigned precompute_secondary_rank=20, + # maximum frequency rank of patterns used to compute collocations (no need to set higher than maybe 200-300) + unsigned precompute_rank=100, + # require extracted rules to have at least one aligned word + bint require_aligned_terminal=True, + # require each contiguous chunk of extracted rules to have at least one aligned word + bint require_aligned_chunks=False, + # maximum span of a grammar rule extracted from TRAINING DATA + unsigned train_max_initial_size=10, + # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA + unsigned train_min_gap_size=2, + # True if phrases should be tight, False otherwise (False == slower but better results) + bint tight_phrases=False, + # True to require use of double-binary alg, false otherwise + bint use_baeza_yates=True, + # True to enable used of precomputed collocations + bint use_collocations=True, + # True to enable use of precomputed inverted indices + bint use_index=True): + '''Note: we make a distinction between the min_gap_size + and max_initial_size used in test and train. The latter + are represented by train_min_gap_size and train_max_initial_size, + respectively. This is because Chiang's model does not require + them to be the same, therefore we don't either.''' + self.rules = TrieTable(True) # cache + self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation()) + if alignment is None: + raise Exception("Must specify an alignment object") + self.alignment = alignment + + # grammar parameters and settings + # NOTE: setting max_nonterminals > 2 is not currently supported in Hiero + self.max_length = max_length + self.max_nonterminals = max_nonterminals + self.max_initial_size = max_initial_size + self.train_max_initial_size = train_max_initial_size + self.min_gap_size = min_gap_size + self.train_min_gap_size = train_min_gap_size + self.category = sym_fromstring(category, False) + + if max_chunks is None: + self.max_chunks = self.max_nonterminals + 1 + else: + self.max_chunks = max_chunks + + if max_target_chunks is None: + self.max_target_chunks = self.max_nonterminals + 1 + else: + self.max_target_chunks = max_target_chunks + + if max_target_length is None: + self.max_target_length = max_initial_size + else: + self.max_target_length = max_target_length + + # algorithmic parameters and settings + self.precomputed_collocations = {} + self.precomputed_index = {} + self.use_index = use_index + self.use_collocations = use_collocations + self.max_rank = {} + self.precompute_file = precompute_file + self.precompute_rank = precompute_rank + self.precompute_secondary_rank = precompute_secondary_rank + self.use_baeza_yates = use_baeza_yates + self.by_slack_factor = by_slack_factor + if tight_phrases: + self.tight_phrases = 1 + else: + self.tight_phrases = 0 + + if require_aligned_chunks: + # one condition is a stronger version of the other. + self.require_aligned_chunks = 1 + self.require_aligned_terminal = 1 + elif require_aligned_terminal: + self.require_aligned_chunks = 0 + self.require_aligned_terminal = 1 + else: + self.require_aligned_chunks = 0 + self.require_aligned_terminal = 0 + + + # diagnostics + self.prev_norm_prefix = () + + self.findexes = IntList(initial_len=10) + self.findexes1 = IntList(initial_len=10) + + def configure(self, SuffixArray fsarray, DataArray edarray, Sampler sampler): + '''This gives the RuleFactory access to the Context object. + Here we also use it to precompute the most expensive intersections + in the corpus quickly.''' + self.fsa = fsarray + self.fda = fsarray.darray + self.eda = edarray + self.fid2symid = self.set_idmap(self.fda) + self.eid2symid = self.set_idmap(self.eda) + self.precompute() + self.sampler = sampler + + cdef set_idmap(self, DataArray darray): + cdef int word_id, new_word_id, N + cdef IntList idmap + + N = len(darray.id2word) + idmap = IntList(initial_len=N) + for word_id from 0 <= word_id < N: + new_word_id = sym_fromstring(darray.id2word[word_id], True) + idmap.arr[word_id] = new_word_id + return idmap + + + def pattern2phrase(self, pattern): + # pattern is a tuple, which we must convert to a hiero Phrase + result = () + arity = 0 + for word_id in pattern: + if word_id == -1: + arity = arity + 1 + new_id = sym_setindex(self.category, arity) + else: + new_id = sym_fromstring(self.fda.id2word[word_id], True) + result = result + (new_id,) + return Phrase(result) + + def pattern2phrase_plus(self, pattern): + # returns a list containing both the pattern, and pattern + # suffixed/prefixed with the NT category. + patterns = [] + result = () + arity = 0 + for word_id in pattern: + if word_id == -1: + arity = arity + 1 + new_id = sym_setindex(self.category, arity) + else: + new_id = sym_fromstring(self.fda.id2word[word_id], True) + result = result + (new_id,) + patterns.append(Phrase(result)) + patterns.append(Phrase(result + (sym_setindex(self.category, 1),))) + patterns.append(Phrase((sym_setindex(self.category, 1),) + result)) + return patterns + + def precompute(self): + cdef Precomputation pre + + if self.precompute_file is not None: + start_time = monitor_cpu() + logger.info("Reading precomputed data from file %s... ", self.precompute_file) + pre = Precomputation(from_binary=self.precompute_file) + # check parameters of precomputation -- some are critical and some are not + if pre.max_nonterminals != self.max_nonterminals: + logger.warn("Precomputation done with max nonterminals %d, decoder uses %d", pre.max_nonterminals, self.max_nonterminals) + if pre.max_length != self.max_length: + logger.warn("Precomputation done with max terminals %d, decoder uses %d", pre.max_length, self.max_length) + if pre.train_max_initial_size != self.train_max_initial_size: + raise Exception("Precomputation done with max initial size %d, decoder uses %d" % (pre.train_max_initial_size, self.train_max_initial_size)) + if pre.train_min_gap_size != self.train_min_gap_size: + raise Exception("Precomputation done with min gap size %d, decoder uses %d" % (pre.train_min_gap_size, self.train_min_gap_size)) + if self.use_index: + logger.info("Converting %d hash keys on precomputed inverted index... ", len(pre.precomputed_index)) + for pattern, arr in pre.precomputed_index.iteritems(): + phrases = self.pattern2phrase_plus(pattern) + for phrase in phrases: + self.precomputed_index[phrase] = arr + if self.use_collocations: + logger.info("Converting %d hash keys on precomputed collocations... ", len(pre.precomputed_collocations)) + for pattern, arr in pre.precomputed_collocations.iteritems(): + phrase = self.pattern2phrase(pattern) + self.precomputed_collocations[phrase] = arr + stop_time = monitor_cpu() + logger.info("Processing precomputations took %f seconds", stop_time - start_time) + + + def get_precomputed_collocation(self, phrase): + if phrase in self.precomputed_collocations: + arr = self.precomputed_collocations[phrase] + return PhraseLocation(arr=arr, arr_low=0, arr_high=len(arr), num_subpatterns=phrase.arity()+1) + return None + + + cdef int* baeza_yates_helper(self, int low1, int high1, int* arr1, int step1, + int low2, int high2, int* arr2, int step2, + int offset_by_one, int len_last, int num_subpatterns, int* result_len): + cdef int i1, i2, j1, j2, med1, med2, med1_plus, med1_minus, med2_minus, med2_plus + cdef int d_first, qsetsize, dsetsize, tmp, search_low, search_high + cdef int med_result_len, low_result_len, high_result_len + cdef long comparison + cdef int* result + cdef int* low_result + cdef int* med_result + cdef int* high_result + cdef Matching loc1, loc2 + + result = malloc(0*sizeof(int*)) + + d_first = 0 + if high1 - low1 > high2 - low2: + d_first = 1 + + # First, check to see if we are at any of the recursive base cases + # Case 1: one of the sets is empty + if low1 >= high1 or low2 >= high2: + return result + + # Case 2: sets are non-overlapping + assign_matching(&loc1, arr1, high1-step1, step1, self.fda.sent_id.arr) + assign_matching(&loc2, arr2, low2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == -1: + return result + + assign_matching(&loc1, arr1, low1, step1, self.fda.sent_id.arr) + assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + return result + + # Case 3: query set and data set do not meet size mismatch constraints; + # We use mergesort instead in this case + qsetsize = (high1-low1) / step1 + dsetsize = (high2-low2) / step2 + if d_first: + tmp = qsetsize + qsetsize = dsetsize + dsetsize = tmp + + if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + free(result) + return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) + + # binary search. There are two flavors, depending on + # whether the queryset or dataset is first + if d_first: + med2 = median(low2, high2, step2) + assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + + search_low = low1 + search_high = high1 + while search_low < search_high: + med1 = median(search_low, search_high, step1) + find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + if comparison == -1: + search_low = med1_plus + elif comparison == 1: + search_high = med1_minus + else: + break + else: + med1 = median(low1, high1, step1) + find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + + search_low = low2 + search_high = high2 + while search_low < search_high: + med2 = median(search_low, search_high, step2) + assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + if comparison == -1: + search_high = med2 + elif comparison == 1: + search_low = med2 + step2 + else: + break + + med_result_len = 0 + med_result = malloc(0*sizeof(int*)) + if search_high > search_low: + # Then there is a match for the median element of Q + # What we want to find is the group of all bindings in the first set + # s.t. their first element == the first element of med1. Then we + # want to store the bindings for all of those elements. We can + # subsequently throw all of them away. + med2_minus = med2 + med2_plus = med2 + step2 + i1 = med1_minus + while i1 < med1_plus: + assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + while med2_minus-step2 >= low2: + assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + med2_minus = med2_minus - step2 + else: + break + i2 = med2_minus + while i2 < high2: + assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + if comparison == 0: + pass + med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + if comparison == -1: + break + i2 = i2 + step2 + if i2 > med2_plus: + med2_plus = i2 + i1 = i1 + step1 + + tmp = med1_minus + med1_minus = med1_plus + med1_plus = tmp + else: + # No match; need to figure out the point of division in D and Q + med2_minus = med2 + med2_plus = med2 + if d_first: + med2_minus = med2_minus + step2 + if comparison == -1: + med1_minus = med1_plus + if comparison == 1: + med1_plus = med1_minus + else: + tmp = med1_minus + med1_minus = med1_plus + med1_plus = tmp + if comparison == 1: + med2_minus = med2_minus + step2 + med2_plus = med2_plus + step2 + + low_result_len = 0 + low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + high_result_len = 0 + high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + + result = extend_arr(result, result_len, low_result, low_result_len) + result = extend_arr(result, result_len, med_result, med_result_len) + result = extend_arr(result, result_len, high_result, high_result_len) + free(low_result) + free(med_result) + free(high_result) + + return result + + + + cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, + Matching* loc2, int offset_by_one, int len_last): + """ + Compares a *set* of bindings, all with the same first element, + to a single binding. Returns -1 if all comparisons == -1, 1 if all + comparisons == 1, and 0 otherwise. + """ + cdef int i1, comparison, prev_comparison + cdef Matching l1_stack + cdef Matching* loc1 + + loc1 = &l1_stack + + i1 = i1_minus + while i1 < i1_plus: + assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + if comparison == 0: + prev_comparison = 0 + break + elif i1 == i1_minus: + prev_comparison = comparison + else: + if comparison != prev_comparison: + prev_comparison = 0 + break + i1 = i1 + step1 + return prev_comparison + + + cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): + cdef int i + + if loc1.sent_id > loc2.sent_id: + return 1 + if loc2.sent_id > loc1.sent_id: + return -1 + + if loc1.size == 1 and loc2.size == 1: + if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + return 1 + + elif offset_by_one: + for i from 1 <= i < loc1.size: + if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + return 1 + if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + return -1 + + else: + if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + return 1 + if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + return -1 + + for i from 1 <= i < loc1.size: + if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + return 1 + if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + return -1 + + if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + return -1 + return 0 + + + cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1, + int low2, int high2, int* arr2, int step2, + int offset_by_one, int len_last, int num_subpatterns, int* result_len): + cdef int i1, i2, j1, j2 + cdef long comparison + cdef int* result + cdef Matching loc1, loc2 + + result_len[0] = 0 + result = malloc(0*sizeof(int)) + + i1 = low1 + i2 = low2 + while i1 < high1 and i2 < high2: + + # First, pop all unneeded loc2's off the stack + assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + while i2 < high2: + assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + i2 = i2 + step2 + else: + break + + # Next: process all loc1's with the same starting val + j1 = i1 + while i1 < high1 and arr1[j1] == arr1[i1]: + assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + j2 = i2 + while j2 < high2: + assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr) + comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + if comparison == 0: + result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len) + if comparison == 1: + pass + if comparison == -1: + break + else: + j2 = j2 + step2 + i1 = i1 + step1 + return result + + + cdef void sort_phrase_loc(self, IntList arr, PhraseLocation loc, Phrase phrase): + cdef int i, j + cdef VEB veb + cdef IntList result + + if phrase in self.precomputed_index: + loc.arr = self.precomputed_index[phrase] + else: + loc.arr = IntList(initial_len=loc.sa_high-loc.sa_low) + veb = VEB(arr.len) + for i from loc.sa_low <= i < loc.sa_high: + veb._insert(arr.arr[i]) + i = veb.veb.min_val + for j from 0 <= j < loc.sa_high-loc.sa_low: + loc.arr.arr[j] = i + i = veb._findsucc(i) + loc.arr_low = 0 + loc.arr_high = loc.arr.len + + + cdef intersect_helper(self, Phrase prefix, Phrase suffix, + PhraseLocation prefix_loc, PhraseLocation suffix_loc, int algorithm): + + cdef IntList arr1, arr2, result + cdef int low1, high1, step1, low2, high2, step2, offset_by_one, len_last, num_subpatterns, result_len + cdef int* result_ptr + + result_len = 0 + + if sym_isvar(suffix[0]): + offset_by_one = 1 + else: + offset_by_one = 0 + + len_last = len(suffix.getchunk(suffix.arity())) + + if prefix_loc.arr is None: + self.sort_phrase_loc(self.fsa.sa, prefix_loc, prefix) + arr1 = prefix_loc.arr + low1 = prefix_loc.arr_low + high1 = prefix_loc.arr_high + step1 = prefix_loc.num_subpatterns + + if suffix_loc.arr is None: + self.sort_phrase_loc(self.fsa.sa, suffix_loc, suffix) + arr2 = suffix_loc.arr + low2 = suffix_loc.arr_low + high2 = suffix_loc.arr_high + step2 = suffix_loc.num_subpatterns + + num_subpatterns = prefix.arity()+1 + + if algorithm == MERGE: + result_ptr = self.merge_helper(low1, high1, arr1.arr, step1, + low2, high2, arr2.arr, step2, + offset_by_one, len_last, num_subpatterns, &result_len) + else: + result_ptr = self.baeza_yates_helper(low1, high1, arr1.arr, step1, + low2, high2, arr2.arr, step2, + offset_by_one, len_last, num_subpatterns, &result_len) + + if result_len == 0: + free(result_ptr) + return None + else: + result = IntList() + free(result.arr) + result.arr = result_ptr + result.len = result_len + result.size = result_len + return PhraseLocation(arr_low=0, arr_high=result_len, arr=result, num_subpatterns=num_subpatterns) + + cdef loc2str(self, PhraseLocation loc): + cdef int i, j + result = "{" + i = 0 + while i < loc.arr_high: + result = result + "(" + for j from i <= j < i + loc.num_subpatterns: + result = result + ("%d " %loc.arr[j]) + result = result + ")" + i = i + loc.num_subpatterns + result = result + "}" + return result + + cdef PhraseLocation intersect(self, prefix_node, suffix_node, Phrase phrase): + cdef Phrase prefix, suffix + cdef PhraseLocation prefix_loc, suffix_loc, result + + prefix = prefix_node.phrase + suffix = suffix_node.phrase + prefix_loc = prefix_node.phrase_location + suffix_loc = suffix_node.phrase_location + + result = self.get_precomputed_collocation(phrase) + if result is not None: + intersect_method = "precomputed" + + if result is None: + if self.use_baeza_yates: + result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, BAEZA_YATES) + intersect_method="double binary" + else: + result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, MERGE) + intersect_method="merge" + return result + + def advance(self, frontier, res, fwords): + cdef unsigned na + nf = [] + for (toskip, (i, alt, pathlen)) in frontier: + spanlen = fwords[i][alt][2] + if (toskip == 0): + res.append((i, alt, pathlen)) + ni = i + spanlen + if (ni < len(fwords) and (pathlen + 1) < self.max_initial_size): + for na in range(len(fwords[ni])): + nf.append((toskip - 1, (ni, na, pathlen + 1))) + if (len(nf) > 0): + return self.advance(nf, res, fwords) + else: + return res + + def get_all_nodes_isteps_away(self, skip, i, spanlen, pathlen, fwords, next_states, reachable_buffer): + cdef unsigned alt_it + frontier = [] + if (i+spanlen+skip >= len(next_states)): + return frontier + key = tuple([i,spanlen]) + reachable = [] + if (key in reachable_buffer): + reachable = reachable_buffer[key] + else: + reachable = self.reachable(fwords, i, spanlen) + reachable_buffer[key] = reachable + for nextreachable in reachable: + for next_id in next_states[nextreachable]: + jump = self.shortest(fwords,i,next_id) + if jump < skip: + continue + if pathlen+jump <= self.max_initial_size: + for alt_id in range(len(fwords[next_id])): + if (fwords[next_id][alt_id][0] != EPSILON): + newel = (next_id,alt_id,pathlen+jump) + if newel not in frontier: + frontier.append((next_id,alt_id,pathlen+jump)) + return frontier + + def reachable(self, fwords, ifrom, dist): + ret = [] + if (ifrom >= len(fwords)): + return ret + for alt_id in range(len(fwords[ifrom])): + if (fwords[ifrom][alt_id][0] == EPSILON): + ret.extend(self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist)) + else: + if (dist==0): + if (ifrom not in ret): + ret.append(ifrom) + else: + for ifromchild in self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist-1): + if (ifromchild not in ret): + ret.append(ifromchild) + + return ret + + def shortest(self, fwords, ifrom, ito): + cdef unsigned alt_id + min = 1000 + if (ifrom > ito): + return min + if (ifrom == ito): + return 0 + for alt_id in range(len(fwords[ifrom])): + currmin = self.shortest(fwords,ifrom+fwords[ifrom][alt_id][2],ito) + if (fwords[ifrom][alt_id][0] != EPSILON): + currmin += 1 + if (currmin 0: + curr = candidate.pop() + if curr[0] >= len(_columns): + continue + if curr[0] not in result and min_dist <= curr[1] <= self.max_initial_size: + result.append(curr[0]); + curr_col = _columns[curr[0]] + for alt in curr_col: + next_id = curr[0]+alt[2] + jump = 1 + if (alt[0] == EPSILON): + jump = 0 + if next_id not in result and min_dist <= curr[1]+jump <= self.max_initial_size+1: + candidate.append([next_id,curr[1]+jump]) + return sorted(result); + + def input(self, fwords, models): + '''When this function is called on the RuleFactory, + it looks up all of the rules that can be used to translate + the input sentence''' + cdef int i, j, k, flen, arity, num_subpatterns, num_samples, alt, alt_id, nualt + cdef float start_time + cdef PhraseLocation phrase_location + cdef IntList sample, chunklen + cdef Matching matching + cdef Phrase hiero_phrase + + flen = len(fwords) + start_time = monitor_cpu() + self.extract_time = 0.0 + nodes_isteps_away_buffer = {} + hit = 0 + reachable_buffer = {} + + # Do not cache between sentences + self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation()) + + frontier = [] + for i in range(len(fwords)): + for alt in range(0, len(fwords[i])): + if fwords[i][alt][0] != EPSILON: + frontier.append((i, i, alt, 0, self.rules.root, (), False)) + + xroot = None + x1 = sym_setindex(self.category, 1) + if x1 in self.rules.root.children: + xroot = self.rules.root.children[x1] + else: + xroot = ExtendedTrieNode(suffix_link=self.rules.root, phrase_location=PhraseLocation()) + self.rules.root.children[x1] = xroot + + for i in range(self.min_gap_size, len(fwords)): + for alt in range(0, len(fwords[i])): + if fwords[i][alt][0] != EPSILON: + frontier.append((i-self.min_gap_size, i, alt, self.min_gap_size, xroot, (x1,), True)) + + next_states = [] + for i in range(len(fwords)): + next_states.append(self.get_next_states(fwords,i,self.min_gap_size)) + + while len(frontier) > 0: + new_frontier = [] + for k, i, alt, pathlen, node, prefix, is_shadow_path in frontier: + word_id = fwords[i][alt][0] + spanlen = fwords[i][alt][2] + # TODO get rid of k -- pathlen is replacing it + if word_id == EPSILON: + # skipping because word_id is epsilon + if i+spanlen >= len(fwords): + continue + for nualt in range(0,len(fwords[i+spanlen])): + frontier.append((k, i+spanlen, nualt, pathlen, node, prefix, is_shadow_path)) + continue + + phrase = prefix + (word_id,) + str_phrase = map(sym_tostring, phrase) + hiero_phrase = Phrase(phrase) + arity = hiero_phrase.arity() + + lookup_required = False + if word_id in node.children: + if node.children[word_id] is None: + # Path dead-ends at this node + continue + else: + # Path continues at this node + node = node.children[word_id] + else: + if node.suffix_link is None: + # Current node is root; lookup required + lookup_required = True + else: + if word_id in node.suffix_link.children: + if node.suffix_link.children[word_id] is None: + # Suffix link reports path is dead end + node.children[word_id] = None + continue + else: + # Suffix link indicates lookup is reqired + lookup_required = True + else: + #ERROR: We never get here + raise Exception("Keyword trie error") + # checking whether lookup_required + if lookup_required: + new_node = None + if is_shadow_path: + # Extending shadow path + # on the shadow path we don't do any search, we just use info from suffix link + new_node = ExtendedTrieNode(phrase_location=node.suffix_link.children[word_id].phrase_location, + suffix_link=node.suffix_link.children[word_id], + phrase=hiero_phrase) + else: + if arity > 0: + # Intersecting because of arity > 0 + phrase_location = self.intersect(node, node.suffix_link.children[word_id], hiero_phrase) + else: + # Suffix array search + phrase_location = node.phrase_location + sa_range = self.fsa.lookup(str_phrase[-1], len(str_phrase)-1, phrase_location.sa_low, phrase_location.sa_high) + if sa_range is not None: + phrase_location = PhraseLocation(sa_low=sa_range[0], sa_high=sa_range[1]) + else: + phrase_location = None + + if phrase_location is None: + node.children[word_id] = None + # Search failed + continue + # Search succeeded + suffix_link = self.rules.root + if node.suffix_link is not None: + suffix_link = node.suffix_link.children[word_id] + new_node = ExtendedTrieNode(phrase_location=phrase_location, + suffix_link=suffix_link, + phrase=hiero_phrase) + node.children[word_id] = new_node + node = new_node + + '''Automatically add a trailing X node, if allowed -- + This should happen before we get to extraction (so that + the node will exist if needed)''' + if arity < self.max_nonterminals: + xcat_index = arity+1 + xcat = sym_setindex(self.category, xcat_index) + suffix_link_xcat_index = xcat_index + if is_shadow_path: + suffix_link_xcat_index = xcat_index-1 + suffix_link_xcat = sym_setindex(self.category, suffix_link_xcat_index) + node.children[xcat] = ExtendedTrieNode(phrase_location=node.phrase_location, + suffix_link=node.suffix_link.children[suffix_link_xcat], + phrase= Phrase(phrase + (xcat,))) + + # sample from range + if not is_shadow_path: + sample = self.sampler.sample(node.phrase_location) + num_subpatterns = ( node.phrase_location).num_subpatterns + chunklen = IntList(initial_len=num_subpatterns) + for j from 0 <= j < num_subpatterns: + chunklen.arr[j] = hiero_phrase.chunklen(j) + extracts = [] + j = 0 + extract_start = monitor_cpu() + while j < sample.len: + extract = [] + + assign_matching(&matching, sample.arr, j, num_subpatterns, self.fda.sent_id.arr) + extract = self.extract(hiero_phrase, &matching, chunklen.arr, num_subpatterns) + extracts.extend(extract) + j = j + num_subpatterns + + num_samples = sample.len/num_subpatterns + extract_stop = monitor_cpu() + self.extract_time = self.extract_time + extract_stop - extract_start + if len(extracts) > 0: + fphrases = {} + fals = {} + fcount = {} + for f, e, count, als in extracts: + fcount.setdefault(f, 0.0) + fcount[f] = fcount[f] + count + fphrases.setdefault(f, {}) + fphrases[f].setdefault(e, {}) + fphrases[f][e].setdefault(als,0.0) + fphrases[f][e][als] = fphrases[f][e][als] + count + for f, elist in fphrases.iteritems(): + f_margin = fcount[f] + for e, alslist in elist.iteritems(): + alignment = None + count = 0 + for als, currcount in alslist.iteritems(): + if currcount > count: + alignment = als + count = currcount + scores = [] + for model in models: + scores.append(model(f, e, count, fcount[f], num_samples)) + yield Rule(self.category, f, e, + scores=scores, word_alignments=alignment) + + if len(phrase) < self.max_length and i+spanlen < len(fwords) and pathlen+1 <= self.max_initial_size: + for alt_id in range(len(fwords[i+spanlen])): + new_frontier.append((k, i+spanlen, alt_id, pathlen + 1, node, phrase, is_shadow_path)) + num_subpatterns = arity + if not is_shadow_path: + num_subpatterns = num_subpatterns + 1 + if len(phrase)+1 < self.max_length and arity < self.max_nonterminals and num_subpatterns < self.max_chunks: + xcat = sym_setindex(self.category, arity+1) + xnode = node.children[xcat] + # I put spanlen=1 below + key = tuple([self.min_gap_size, i, 1, pathlen]) + frontier_nodes = [] + if (key in nodes_isteps_away_buffer): + frontier_nodes = nodes_isteps_away_buffer[key] + else: + frontier_nodes = self.get_all_nodes_isteps_away(self.min_gap_size, i, 1, pathlen, fwords, next_states, reachable_buffer) + nodes_isteps_away_buffer[key] = frontier_nodes + + for (i, alt, pathlen) in frontier_nodes: + new_frontier.append((k, i, alt, pathlen, xnode, phrase +(xcat,), is_shadow_path)) + frontier = new_frontier + + stop_time = monitor_cpu() + logger.info("Total time for rule lookup, extraction, and scoring = %f seconds", (stop_time - start_time)) + gc.collect() + logger.info(" Extract time = %f seconds", self.extract_time) + + + cdef int find_fixpoint(self, + int f_low, f_high, + int* f_links_low, int* f_links_high, + int* e_links_low, int* e_links_high, + int e_in_low, int e_in_high, + int* e_low, int* e_high, + int* f_back_low, int* f_back_high, + int f_sent_len, int e_sent_len, + int max_f_len, int max_e_len, + int min_fx_size, int min_ex_size, + int max_new_x, + int allow_low_x, int allow_high_x, + int allow_arbitrary_x, int write_log): + cdef int e_low_prev, e_high_prev, f_low_prev, f_high_prev, new_x, new_low_x, new_high_x + + e_low[0] = e_in_low + e_high[0] = e_in_high + self.find_projection(f_low, f_high, f_links_low, f_links_high, e_low, e_high) + if e_low[0] == -1: + # low-priority corner case: if phrase w is unaligned, + # but we don't require aligned terminals, then returning + # an error here might prevent extraction of allowed + # rule X -> X_1 w X_2 / X_1 X_2. This is probably + # not worth the bother, though. + return 0 + elif e_in_low != -1 and e_low[0] != e_in_low: + if e_in_low - e_low[0] < min_ex_size: + e_low[0] = e_in_low - min_ex_size + if e_low[0] < 0: + return 0 + + if e_high[0] - e_low[0] > max_e_len: + return 0 + elif e_in_high != -1 and e_high[0] != e_in_high: + if e_high[0] - e_in_high < min_ex_size: + e_high[0] = e_in_high + min_ex_size + if e_high[0] > e_sent_len: + return 0 + + f_back_low[0] = -1 + f_back_high[0] = -1 + f_low_prev = f_low + f_high_prev = f_high + new_x = 0 + new_low_x = 0 + new_high_x = 0 + + while True: + + if f_back_low[0] == -1: + self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + else: + self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) + self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + + if f_back_low[0] > f_low: + f_back_low[0] = f_low + + if f_back_high[0] < f_high: + f_back_high[0] = f_high + + if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + return 1 + + if allow_low_x == 0 and f_back_low[0] < f_low: + # FAIL: f phrase is not tight + return 0 + + if f_back_high[0] - f_back_low[0] > max_f_len: + # FAIL: f back projection is too wide + return 0 + + if allow_high_x == 0 and f_back_high[0] > f_high: + # FAIL: extension on high side not allowed + return 0 + + if f_low != f_back_low[0]: + if new_low_x == 0: + if new_x >= max_new_x: + # FAIL: extension required on low side violates max # of gaps + return 0 + else: + new_x = new_x + 1 + new_low_x = 1 + if f_low - f_back_low[0] < min_fx_size: + f_back_low[0] = f_low - min_fx_size + if f_back_high[0] - f_back_low[0] > max_f_len: + # FAIL: extension required on low side violates max initial length + return 0 + if f_back_low[0] < 0: + # FAIL: extension required on low side violates sentence boundary + return 0 + + if f_high != f_back_high[0]: + if new_high_x == 0: + if new_x >= max_new_x: + # FAIL: extension required on high side violates max # of gaps + return 0 + else: + new_x = new_x + 1 + new_high_x = 1 + if f_back_high[0] - f_high < min_fx_size: + f_back_high[0] = f_high + min_fx_size + if f_back_high[0] - f_back_low[0] > max_f_len: + # FAIL: extension required on high side violates max initial length + return 0 + if f_back_high[0] > f_sent_len: + # FAIL: extension required on high side violates sentence boundary + return 0 + + e_low_prev = e_low[0] + e_high_prev = e_high[0] + + self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) + self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) + if e_low[0] == e_low_prev and e_high[0] == e_high_prev: + return 1 + if allow_arbitrary_x == 0: + # FAIL: arbitrary expansion not permitted + return 0 + if e_high[0] - e_low[0] > max_e_len: + # FAIL: re-projection violates sentence max phrase length + return 0 + f_low_prev = f_back_low[0] + f_high_prev = f_back_high[0] + + + cdef find_projection(self, int in_low, int in_high, int* in_links_low, int* in_links_high, + int* out_low, int* out_high): + cdef int i + for i from in_low <= i < in_high: + if in_links_low[i] != -1: + if out_low[0] == -1 or in_links_low[i] < out_low[0]: + out_low[0] = in_links_low[i] + if out_high[0] == -1 or in_links_high[i] > out_high[0]: + out_high[0] = in_links_high[i] + + + cdef int* int_arr_extend(self, int* arr, int* arr_len, int* data, int data_len): + cdef int new_len + new_len = arr_len[0] + data_len + arr = realloc(arr, new_len*sizeof(int)) + memcpy(arr+arr_len[0], data, data_len*sizeof(int)) + arr_len[0] = new_len + return arr + + + cdef extract_phrases(self, int e_low, int e_high, int* e_gap_low, int* e_gap_high, int* e_links_low, int num_gaps, + int f_low, int f_high, int* f_gap_low, int* f_gap_high, int* f_links_low, + int sent_id, int e_sent_len, int e_sent_start): + cdef int i, j, k, m, n, *e_gap_order, e_x_low, e_x_high, e_x_gap_low, e_x_gap_high + cdef int *e_gaps1, *e_gaps2, len1, len2, step, num_chunks + cdef IntList ephr_arr + cdef result + + result = [] + len1 = 0 + e_gaps1 = malloc(0) + ephr_arr = IntList() + + e_gap_order = malloc(num_gaps*sizeof(int)) + if num_gaps > 0: + e_gap_order[0] = 0 + for i from 1 <= i < num_gaps: + for j from 0 <= j < i: + if e_gap_low[i] < e_gap_low[j]: + for k from j <= k < i: + e_gap_order[k+1] = e_gap_order[k] + e_gap_order[j] = i + break + else: + e_gap_order[i] = i + + e_x_low = e_low + e_x_high = e_high + if self.tight_phrases == 0: + while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + e_x_low = e_x_low - 1 + while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + e_x_high = e_x_high + 1 + + for i from e_x_low <= i <= e_low: + e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + + for i from 0 <= i < num_gaps: + e_gaps2 = malloc(0) + len2 = 0 + + j = e_gap_order[i] + e_x_gap_low = e_gap_low[j] + e_x_gap_high = e_gap_high[j] + if self.tight_phrases == 0: + while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + e_x_gap_low = e_x_gap_low - 1 + while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + e_x_gap_high = e_x_gap_high + 1 + + k = 0 + step = 1+(i*2) + while k < len1: + for m from e_x_gap_low <= m <= e_gap_low[j]: + if m >= e_gaps1[k+step-1]: + for n from e_gap_high[j] <= n <= e_x_gap_high: + if n-m >= 1: # extractor.py doesn't restrict target-side gap length + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + k = k + step + free(e_gaps1) + e_gaps1 = e_gaps2 + len1 = len2 + + step = 1+(num_gaps*2) + e_gaps2 = malloc(0) + len2 = 0 + for i from e_high <= i <= e_x_high: + j = 0 + while j < len1: + if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + j = j + step + free(e_gaps1) + e_gaps1 = e_gaps2 + len1 = len2 + + step = (num_gaps+1)*2 + i = 0 + + while i < len1: + ephr_arr._clear() + num_chunks = 0 + indexes = [] + for j from 0 <= j < num_gaps+1: + if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + num_chunks = num_chunks + 1 + for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: + indexes.append(k) + ephr_arr._append(self.eid2symid[self.eda.data.arr[e_sent_start+k]]) + if j < num_gaps: + indexes.append(sym_setindex(self.category, e_gap_order[j]+1)) + ephr_arr._append(sym_setindex(self.category, e_gap_order[j]+1)) + i = i + step + if ephr_arr.len <= self.max_target_length and num_chunks <= self.max_target_chunks: + result.append((Phrase(ephr_arr),indexes)) + + free(e_gaps1) + free(e_gap_order) + return result + + cdef create_alignments(self, int* sent_links, int num_links, findexes, eindexes): + cdef unsigned i + ret = IntList() + for i in range(len(findexes)): + s = findexes[i] + if (s<0): + continue + idx = 0 + while (idx < num_links*2): + if (sent_links[idx] == s): + j = eindexes.index(sent_links[idx+1]) + ret.append(i*65536+j) + idx += 2 + return ret + + cdef extract(self, Phrase phrase, Matching* matching, int* chunklen, int num_chunks): + cdef int* sent_links, *e_links_low, *e_links_high, *f_links_low, *f_links_high + cdef int *f_gap_low, *f_gap_high, *e_gap_low, *e_gap_high, num_gaps, gap_start + cdef int i, j, k, e_i, f_i, num_links, num_aligned_chunks, met_constraints, x + cdef int f_low, f_high, e_low, e_high, f_back_low, f_back_high + cdef int e_sent_start, e_sent_end, f_sent_start, f_sent_end, e_sent_len, f_sent_len + cdef int e_word_count, f_x_low, f_x_high, e_x_low, e_x_high, phrase_len + cdef float pair_count + cdef extracts, phrase_list + cdef IntList fphr_arr + cdef Phrase fphr + cdef reason_for_failure + + fphr_arr = IntList() + phrase_len = phrase.n + extracts = [] + sent_links = self.alignment._get_sent_links(matching.sent_id, &num_links) + + e_sent_start = self.eda.sent_index.arr[matching.sent_id] + e_sent_end = self.eda.sent_index.arr[matching.sent_id+1] + e_sent_len = e_sent_end - e_sent_start - 1 + f_sent_start = self.fda.sent_index.arr[matching.sent_id] + f_sent_end = self.fda.sent_index.arr[matching.sent_id+1] + f_sent_len = f_sent_end - f_sent_start - 1 + + self.findexes1.reset() + sofar = 0 + for i in range(num_chunks): + for j in range(chunklen[i]): + self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); + sofar += 1 + if (i+1 malloc(e_sent_len*sizeof(int)) + e_links_high = malloc(e_sent_len*sizeof(int)) + f_links_low = malloc(f_sent_len*sizeof(int)) + f_links_high = malloc(f_sent_len*sizeof(int)) + f_gap_low = malloc((num_chunks+1)*sizeof(int)) + f_gap_high = malloc((num_chunks+1)*sizeof(int)) + e_gap_low = malloc((num_chunks+1)*sizeof(int)) + e_gap_high = malloc((num_chunks+1)*sizeof(int)) + memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + + reason_for_failure = "" + + for i from 0 <= i < e_sent_len: + e_links_low[i] = -1 + e_links_high[i] = -1 + for i from 0 <= i < f_sent_len: + f_links_low[i] = -1 + f_links_high[i] = -1 + + # this is really inefficient -- might be good to + # somehow replace with binary search just for the f + # links that we care about (but then how to look up + # when we want to check something on the e side?) + i = 0 + while i < num_links*2: + f_i = sent_links[i] + e_i = sent_links[i+1] + if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + f_links_low[f_i] = e_i + if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + f_links_high[f_i] = e_i + 1 + if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + e_links_low[e_i] = f_i + if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + e_links_high[e_i] = f_i + 1 + i = i + 2 + + als = [] + for x in range(matching.start,matching.end): + al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + als.append(al) + # check all source-side alignment constraints + met_constraints = 1 + if self.require_aligned_terminal: + num_aligned_chunks = 0 + for i from 0 <= i < num_chunks: + for j from 0 <= j < chunklen[i]: + if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + num_aligned_chunks = num_aligned_chunks + 1 + break + if num_aligned_chunks == 0: + reason_for_failure = "No aligned terminals" + met_constraints = 0 + if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + reason_for_failure = "Unaligned chunk" + met_constraints = 0 + + if met_constraints and self.tight_phrases: + # outside edge constraints are checked later + for i from 0 <= i < num_chunks-1: + if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + reason_for_failure = "Gaps are not tight phrases" + met_constraints = 0 + break + if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + reason_for_failure = "Gaps are not tight phrases" + met_constraints = 0 + break + + f_low = matching.arr[matching.start] - f_sent_start + f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + if met_constraints: + + if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + self.train_min_gap_size, 0, + self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + gap_error = 0 + num_gaps = 0 + + if f_back_low < f_low: + f_gap_low[0] = f_back_low + f_gap_high[0] = f_low + num_gaps = 1 + gap_start = 0 + phrase_len = phrase_len+1 + if phrase_len > self.max_length: + gap_error = 1 + if self.tight_phrases: + if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + gap_error = 1 + reason_for_failure = "Inside edges of preceding subphrase are not tight" + else: + gap_start = 1 + if self.tight_phrases and f_links_low[f_low] == -1: + # this is not a hard error. we can't extract this phrase + # but we still might be able to extract a superphrase + met_constraints = 0 + + for i from 0 <= i < matching.size - 1: + f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + num_gaps = num_gaps + 1 + + if f_high < f_back_high: + f_gap_low[gap_start+num_gaps] = f_high + f_gap_high[gap_start+num_gaps] = f_back_high + num_gaps = num_gaps + 1 + phrase_len = phrase_len+1 + if phrase_len > self.max_length: + gap_error = 1 + if self.tight_phrases: + if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + gap_error = 1 + reason_for_failure = "Inside edges of following subphrase are not tight" + else: + if self.tight_phrases and f_links_low[f_high-1] == -1: + met_constraints = 0 + + if gap_error == 0: + e_word_count = e_high - e_low + for i from 0 <= i < num_gaps: # check integrity of subphrases + if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, + f_gap_low+gap_start+i, f_gap_high+gap_start+i, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0) == 0: + gap_error = 1 + reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) + break + + if gap_error == 0: + i = 1 + self.findexes.reset() + if f_back_low < f_low: + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.append(sym_setindex(self.category, i)) + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + if f_back_high > f_high: + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + + fphr = Phrase(fphr_arr) + if met_constraints: + phrase_list = self.extract_phrases(e_low, e_high, e_gap_low + gap_start, e_gap_high + gap_start, e_links_low, num_gaps, + f_back_low, f_back_high, f_gap_low + gap_start, f_gap_high + gap_start, f_links_low, + matching.sent_id, e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + reason_for_failure = "Didn't extract anything from [%d, %d] -> [%d, %d]" % (f_back_low, f_back_high, e_low, e_high) + for (phrase2,eindexes) in phrase_list: + als1 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als1))) + + if (num_gaps < self.max_nonterminals and + phrase_len < self.max_length and + f_back_high - f_back_low + self.train_min_gap_size <= self.train_max_initial_size): + if (f_back_low == f_low and + f_low >= self.train_min_gap_size and + ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_back_high-1] != -1))): + f_x_low = f_low-self.train_min_gap_size + met_constraints = 1 + if self.tight_phrases: + while f_x_low >= 0 and f_links_low[f_x_low] == -1: + f_x_low = f_x_low - 1 + if f_x_low < 0 or f_back_high - f_x_low > self.train_max_initial_size: + met_constraints = 0 + + if (met_constraints and + self.find_fixpoint(f_x_low, f_back_high, + f_links_low, f_links_high, e_links_low, e_links_high, + e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 1, 1, 1, 1, 0, 1, 0) and + ((not self.tight_phrases) or f_links_low[f_x_low] != -1) and + self.find_fixpoint(f_x_low, f_low, # check integrity of new subphrase + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0)): + fphr_arr._clear() + i = 1 + self.findexes.reset() + self.findexes.append(sym_setindex(self.category, i)) + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + if f_back_high > f_high: + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + fphr = Phrase(fphr_arr) + phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+1, + f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, matching.sent_id, + e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + for phrase2,eindexes in phrase_list: + als2 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als2))) + + if (f_back_high == f_high and + f_sent_len - f_high >= self.train_min_gap_size and + ((not self.tight_phrases) or (f_links_low[f_high] != -1 and f_links_low[f_back_low] != -1))): + f_x_high = f_high+self.train_min_gap_size + met_constraints = 1 + if self.tight_phrases: + while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + f_x_high = f_x_high + 1 + if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size: + met_constraints = 0 + + if (met_constraints and + self.find_fixpoint(f_back_low, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 1, 1, 1, 0, 1, 1, 0) and + ((not self.tight_phrases) or f_links_low[f_x_high-1] != -1) and + self.find_fixpoint(f_high, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low+gap_start+num_gaps, e_gap_high+gap_start+num_gaps, + f_gap_low+gap_start+num_gaps, f_gap_high+gap_start+num_gaps, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0)): + fphr_arr._clear() + i = 1 + self.findexes.reset() + if f_back_low < f_low: + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.append(sym_setindex(self.category, i)) + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + fphr = Phrase(fphr_arr) + phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low+gap_start, e_gap_high+gap_start, e_links_low, num_gaps+1, + f_x_low, f_x_high, f_gap_low+gap_start, f_gap_high+gap_start, f_links_low, + matching.sent_id, e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + for phrase2, eindexes in phrase_list: + als3 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als3))) + if (num_gaps < self.max_nonterminals - 1 and + phrase_len+1 < self.max_length and + f_back_high == f_high and + f_back_low == f_low and + f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + f_low >= self.train_min_gap_size and + f_high <= f_sent_len - self.train_min_gap_size and + ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + + met_constraints = 1 + f_x_low = f_low-self.train_min_gap_size + if self.tight_phrases: + while f_x_low >= 0 and f_links_low[f_x_low] == -1: + f_x_low = f_x_low - 1 + if f_x_low < 0: + met_constraints = 0 + + f_x_high = f_high+self.train_min_gap_size + if self.tight_phrases: + while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + f_x_high = f_x_high + 1 + if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + met_constraints = 0 + + if (met_constraints and + self.find_fixpoint(f_x_low, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 1, 1, 2, 1, 1, 1, 1) and + ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and + self.find_fixpoint(f_x_low, f_low, + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0) and + self.find_fixpoint(f_high, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low+1+num_gaps, e_gap_high+1+num_gaps, + f_gap_low+1+num_gaps, f_gap_high+1+num_gaps, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0)): + fphr_arr._clear() + i = 1 + self.findexes.reset() + self.findexes.append(sym_setindex(self.category, i)) + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + fphr = Phrase(fphr_arr) + phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+2, + f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, + matching.sent_id, e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + for phrase2, eindexes in phrase_list: + als4 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als4))) + else: + reason_for_failure = "Unable to extract basic phrase" + + free(sent_links) + free(f_links_low) + free(f_links_high) + free(e_links_low) + free(e_links_high) + free(f_gap_low) + free(f_gap_high) + free(e_gap_low) + free(e_gap_high) + + return extracts diff --git a/python/src/sa/str_map.pxi b/python/src/sa/str_map.pxi new file mode 100644 index 00000000..3a8439a4 --- /dev/null +++ b/python/src/sa/str_map.pxi @@ -0,0 +1,23 @@ +cdef extern from "strmap.h": + ctypedef struct StrMap + StrMap* stringmap_new() + void stringmap_delete(StrMap *vocab) + int stringmap_index(StrMap *vocab, char *s) + char* stringmap_word(StrMap *vocab, int i) + +cdef class StringMap: + cdef StrMap *vocab + cdef char *word(self, int i) + cdef int index(self, char *s) + + def __cinit__(self): + self.vocab = stringmap_new() + + def __dealloc__(self): + stringmap_delete(self.vocab) + + cdef char *word(self, int i): + return stringmap_word(self.vocab, i) + + cdef int index(self, char *s): + return stringmap_index(self.vocab, s) diff --git a/python/src/sa/strmap.cc b/python/src/sa/strmap.cc new file mode 100644 index 00000000..5040477e --- /dev/null +++ b/python/src/sa/strmap.cc @@ -0,0 +1,232 @@ +#include "strmap.h" + +#include +#include +#include +#include + +using namespace std; +using namespace std::tr1; + +#undef HAVE_64_BITS + +#if INTPTR_MAX == INT32_MAX +# define HAVE_64_BITS 0 +#elif INTPTR_MAX >= INT64_MAX +# define HAVE_64_BITS 1 +#else +# error "couldn't tell if HAVE_64_BITS from INTPTR_MAX INT32_MAX INT64_MAX" +#endif + +typedef uintptr_t MurmurInt; + +// MurmurHash2, by Austin Appleby + +static const uint32_t DEFAULT_SEED=2654435769U; + +#if HAVE_64_BITS +//MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED); + +inline uint64_t MurmurHash64( const void * key, int len, unsigned int seed=DEFAULT_SEED ) +{ + const uint64_t m = 0xc6a4a7935bd1e995ULL; + const int r = 47; + + uint64_t h = seed ^ (len * m); + + const uint64_t * data = (const uint64_t *)key; + const uint64_t * end = data + (len/8); + + while(data != end) + { + uint64_t k = *data++; + + k *= m; + k ^= k >> r; + k *= m; + + h ^= k; + h *= m; + } + + const unsigned char * data2 = (const unsigned char*)data; + + switch(len & 7) + { + case 7: h ^= uint64_t(data2[6]) << 48; + case 6: h ^= uint64_t(data2[5]) << 40; + case 5: h ^= uint64_t(data2[4]) << 32; + case 4: h ^= uint64_t(data2[3]) << 24; + case 3: h ^= uint64_t(data2[2]) << 16; + case 2: h ^= uint64_t(data2[1]) << 8; + case 1: h ^= uint64_t(data2[0]); + h *= m; + }; + + h ^= h >> r; + h *= m; + h ^= h >> r; + + return h; +} + +inline uint32_t MurmurHash32(void const *key, int len, uint32_t seed=DEFAULT_SEED) +{ + return (uint32_t) MurmurHash64(key,len,seed); +} + +inline MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED) +{ + return MurmurHash64(key,len,seed); +} + +#else +// 32-bit + +// Note - This code makes a few assumptions about how your machine behaves - +// 1. We can read a 4-byte value from any address without crashing +// 2. sizeof(int) == 4 +inline uint32_t MurmurHash32 ( const void * key, int len, uint32_t seed=DEFAULT_SEED) +{ + // 'm' and 'r' are mixing constants generated offline. + // They're not really 'magic', they just happen to work well. + + const uint32_t m = 0x5bd1e995; + const int r = 24; + + // Initialize the hash to a 'random' value + + uint32_t h = seed ^ len; + + // Mix 4 bytes at a time into the hash + + const unsigned char * data = (const unsigned char *)key; + + while(len >= 4) + { + uint32_t k = *(uint32_t *)data; + + k *= m; + k ^= k >> r; + k *= m; + + h *= m; + h ^= k; + + data += 4; + len -= 4; + } + + // Handle the last few bytes of the input array + + switch(len) + { + case 3: h ^= data[2] << 16; + case 2: h ^= data[1] << 8; + case 1: h ^= data[0]; + h *= m; + }; + + // Do a few final mixes of the hash to ensure the last few + // bytes are well-incorporated. + + h ^= h >> 13; + h *= m; + h ^= h >> 15; + + return h; +} + +inline MurmurInt MurmurHash ( const void * key, int len, uint32_t seed=DEFAULT_SEED) { + return MurmurHash32(key,len,seed); +} + +// 64-bit hash for 32-bit platforms + +inline uint64_t MurmurHash64 ( const void * key, int len, uint32_t seed=DEFAULT_SEED) +{ + const uint32_t m = 0x5bd1e995; + const int r = 24; + + uint32_t h1 = seed ^ len; + uint32_t h2 = 0; + + const uint32_t * data = (const uint32_t *)key; + + while(len >= 8) + { + uint32_t k1 = *data++; + k1 *= m; k1 ^= k1 >> r; k1 *= m; + h1 *= m; h1 ^= k1; + len -= 4; + + uint32_t k2 = *data++; + k2 *= m; k2 ^= k2 >> r; k2 *= m; + h2 *= m; h2 ^= k2; + len -= 4; + } + + if(len >= 4) + { + uint32_t k1 = *data++; + k1 *= m; k1 ^= k1 >> r; k1 *= m; + h1 *= m; h1 ^= k1; + len -= 4; + } + + switch(len) + { + case 3: h2 ^= ((unsigned char*)data)[2] << 16; + case 2: h2 ^= ((unsigned char*)data)[1] << 8; + case 1: h2 ^= ((unsigned char*)data)[0]; + h2 *= m; + }; + + h1 ^= h2 >> 18; h1 *= m; + h2 ^= h1 >> 22; h2 *= m; + h1 ^= h2 >> 17; h1 *= m; + h2 ^= h1 >> 19; h2 *= m; + + uint64_t h = h1; + + h = (h << 32) | h2; + + return h; +} + +#endif +//32bit + +struct MurmurHasher { + size_t operator()(const string& s) const { + return MurmurHash(s.c_str(), s.size()); + } +}; + +struct StrMap { + StrMap() { keys_.reserve(10000); keys_.push_back(""); map_[keys_[0]] = 0; } + unordered_map map_; + vector keys_; +}; + +StrMap* stringmap_new() { + return new StrMap; +} + +void stringmap_delete(StrMap *vocab) { + delete vocab; +} + +int stringmap_index(StrMap *vocab, char *s) { + int& cell = vocab->map_[s]; + if (!cell) { + cell = vocab->keys_.size(); + vocab->keys_.push_back(s); + } + return cell; +} + +char* stringmap_word(StrMap *vocab, int i) { + return const_cast(vocab->keys_[i].c_str()); +} + diff --git a/python/src/sa/strmap.h b/python/src/sa/strmap.h new file mode 100644 index 00000000..a218a4c0 --- /dev/null +++ b/python/src/sa/strmap.h @@ -0,0 +1,22 @@ +#ifndef _STRMAP_H_ +#define _STRMAP_H_ + +#ifdef __cplusplus + extern "C" { +#else + typedef struct StrMap StrMap; /* dummy type to stand in for class */ +#endif + +struct StrMap; + +StrMap* stringmap_new(); +void stringmap_delete(StrMap *vocab); +int stringmap_index(StrMap *vocab, char *s); +char* stringmap_word(StrMap *vocab, int i); + +#ifdef __cplusplus + } +#endif + + +#endif diff --git a/python/src/sa/suffix_array.pxi b/python/src/sa/suffix_array.pxi new file mode 100644 index 00000000..20e6261d --- /dev/null +++ b/python/src/sa/suffix_array.pxi @@ -0,0 +1,259 @@ +# Defines suffix arrays that can be directly written to/read from disk in binary format +# Adam Lopez + +from libc.stdio cimport FILE, fclose, fopen + +cdef class SuffixArray: + cdef DataArray darray + cdef IntList sa + cdef IntList ha + + def __cinit__(self, from_binary=None, from_text=None): + self.darray = DataArray() + self.sa = IntList() + self.ha = IntList() + if from_binary: + self.read_binary(from_binary) + elif from_text: + self.read_text(from_text) + + def __getitem__(self, i): + return self.sa.arr[i] + + def getSentId(self, i): + return self.darray.getSentId(i) + + def getSent(self, i): + return self.darray.getSent(i) + + def getSentPos(self, loc): + return self.darray.getSentPos(loc) + + def read_text(self, char* filename): + '''Constructs suffix array using the algorithm + of Larsson & Sadahkane (1999)''' + cdef int V, N, i, j, h, a_i, n, current_run, skip + cdef IntList isa, word_count + + self.darray = DataArray(from_text=filename, use_sent_id=True) + N = len(self.darray) + V = len(self.darray.id2word) + + self.sa = IntList(initial_len=N) + self.ha = IntList(initial_len=V+1) + + isa = IntList(initial_len=N) + word_count = IntList(initial_len=V+1) + + '''Step 1: bucket sort data''' + cdef float sort_start_time = monitor_cpu() + cdef float start_time = sort_start_time + for i from 0 <= i < N: + a_i = self.darray.data.arr[i] + word_count.arr[a_i] = word_count.arr[a_i] + 1 + + n = 0 + for i from 0 <= i < V+1: + self.ha.arr[i] = n + n = n + word_count.arr[i] + word_count.arr[i] = 0 + + for i from 0 <= i < N: + a_i = self.darray.data.arr[i] + self.sa.arr[self.ha.arr[a_i] + word_count.arr[a_i]] = i + isa.arr[i] = self.ha.arr[a_i + 1] - 1 # bucket pointer is last index in bucket + word_count.arr[a_i] = word_count.arr[a_i] + 1 + + '''Determine size of initial runs''' + current_run = 0 + for i from 0 <= i < V+1: + if i < V and self.ha.arr[i+1] - self.ha.arr[i] == 1: + current_run = current_run + 1 + else: + if current_run > 0: + self.sa.arr[self.ha.arr[i] - current_run] = -current_run + current_run = 0 + + logger.info(" Bucket sort took %f seconds", (monitor_cpu() - sort_start_time)) + + '''Step 2: prefix-doubling sort''' + h = 1 + while self.sa.arr[0] != -N: + sort_start_time = monitor_cpu() + logger.debug(" Refining, sort depth = %d", h) + i = 0 + skip = 0 + while i < N: + if self.sa.arr[i] < 0: + skip = skip + self.sa.arr[i] + i = i - self.sa.arr[i] + else: + if skip < 0: + self.sa.arr[i+skip] = skip + skip = 0 + j = isa.arr[self.sa.arr[i]] + self.q3sort(i, j, h, isa) + i = j+1 + if skip < 0: + self.sa.arr[i+skip] = skip + h = h * 2 + logger.debug(" Refinement took %f seconds", (monitor_cpu() - sort_start_time)) + + '''Step 3: read off suffix array from inverse suffix array''' + logger.info(" Finalizing sort...") + for i from 0 <= i < N: + j = isa.arr[i] + self.sa.arr[j] = i + logger.info("Suffix array construction took %f seconds", (monitor_cpu() - start_time)) + + def q3sort(self, int i, int j, int h, IntList isa, pad=""): + '''This is a ternary quicksort. It divides the array into + three partitions: items less than the pivot, items equal + to pivot, and items greater than pivot. The first and last + of these partitions are then recursively sorted''' + cdef int k, midpoint, pval, phead, ptail, tmp + + if j-i < -1: + raise Exception("Unexpected condition found in q3sort: sort from %d to %d" % (i,j)) + if j-i == -1: # recursive base case -- empty interval + return + if (j-i == 0): # recursive base case -- singleton interval + isa.arr[self.sa.arr[i]] = i + self.sa.arr[i] = -1 + return + + # NOTE: choosing the first item as a pivot value resulted in + # stack overflow for some very large buckets. I think there + # is a natural bias towards order due the way the word ids are + # assigned; thus this resulted in the range to the left of the + # pivot being nearly empty. Therefore, choose the middle item. + # If the method of assigning word_id's is changed, this method + # may need to be reconsidered as well. + midpoint = (i+j)/2 + pval = isa.arr[self.sa.arr[midpoint] + h] + if i != midpoint: + tmp = self.sa.arr[midpoint] + self.sa.arr[midpoint] = self.sa.arr[i] + self.sa.arr[i] = tmp + phead = i + ptail = i + + # find the three partitions. phead marks the first element + # of the middle partition, and ptail marks the last element + for k from i+1 <= k < j+1: + if isa.arr[self.sa.arr[k] + h] < pval: + if k > ptail+1: + tmp = self.sa.arr[phead] + self.sa.arr[phead] = self.sa.arr[k] + self.sa.arr[k] = self.sa.arr[ptail+1] + self.sa.arr[ptail+1] = tmp + else: # k == ptail+1 + tmp = self.sa.arr[phead] + self.sa.arr[phead] = self.sa.arr[k] + self.sa.arr[k] = tmp + phead = phead + 1 + ptail = ptail + 1 + else: + if isa.arr[self.sa.arr[k] + h] == pval: + if k > ptail+1: + tmp = self.sa.arr[ptail+1] + self.sa.arr[ptail+1] = self.sa.arr[k] + self.sa.arr[k] = tmp + ptail = ptail + 1 + + # recursively sort smaller suffixes + self.q3sort(i, phead-1, h, isa, pad+" ") + + # update suffixes with pivot value + # corresponds to update_group function in Larsson & Sadakane + for k from phead <= k < ptail+1: + isa.arr[self.sa.arr[k]] = ptail + if phead == ptail: + self.sa.arr[phead] = -1 + + # recursively sort larger suffixes + self.q3sort(ptail+1, j, h, isa, pad+" ") + + + def write_text(self, char* filename): + self.darray.write_text(filename) + + def read_binary(self, char* filename): + cdef FILE *f + f = fopen(filename, "r") + self.darray.read_handle(f) + self.sa.read_handle(f) + self.ha.read_handle(f) + fclose(f) + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.darray.write_handle(f) + self.sa.write_handle(f) + self.ha.write_handle(f) + fclose(f) + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + self.darray.write_enhanced_handle(f) + for a_i in self.sa: + f.write("%d " % a_i) + f.write("\n") + for w_i in self.ha: + f.write("%d " % w_i) + f.write("\n") + + cdef int __search_high(self, int word_id, int offset, int low, int high): + cdef int midpoint + + if low >= high: + return high + midpoint = (high + low) / 2 + if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: + return self.__search_high(word_id, offset, midpoint+1, high) + else: + return self.__search_high(word_id, offset, low, midpoint) + + cdef int __search_low(self, int word_id, int offset, int low, int high): + cdef int midpoint + + if low >= high: + return high + midpoint = (high + low) / 2 + if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: + return self.__search_low(word_id, offset, low, midpoint) + else: + return self.__search_low(word_id, offset, midpoint+1, high) + + cdef __get_range(self, int word_id, int offset, int low, int high, int midpoint): + return (self.__search_low(word_id, offset, low, midpoint), + self.__search_high(word_id, offset, midpoint, high)) + + cdef __lookup_helper(self, int word_id, int offset, int low, int high): + cdef int midpoint + + if offset == 0: + return (self.ha.arr[word_id], self.ha.arr[word_id+1]) + if low >= high: + return None + + midpoint = (high + low) / 2 + if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: + return self.__get_range(word_id, offset, low, high, midpoint) + if self.darray.data.arr[self.sa.arr[midpoint] + offset] > word_id: + return self.__lookup_helper(word_id, offset, low, midpoint) + else: + return self.__lookup_helper(word_id, offset, midpoint+1, high) + + def lookup(self, word, int offset, int low, int high): + cdef int wordid + if low == -1: + low = 0 + if high == -1: + high = len(self.sa) + if word in self.darray.word2id: + word_id = self.darray.word2id[word] + return self.__lookup_helper(word_id, offset, low, high) + else: + return None diff --git a/python/src/sa/sym.pxi b/python/src/sa/sym.pxi new file mode 100644 index 00000000..3fd6c5a7 --- /dev/null +++ b/python/src/sa/sym.pxi @@ -0,0 +1,101 @@ +from libc.string cimport strrchr, strstr, strcpy, strlen +from libc.stdlib cimport malloc, realloc, strtol + +cdef int INDEX_SHIFT = 3 +cdef int INDEX_MASK = (1<= 0 + + cdef int getindex(self, int sym): + return -sym & INDEX_MASK + + cdef int setindex(self, int sym, int ind): + return -(-sym & ~INDEX_MASK | ind) + + cdef int clearindex(self, int sym): + return -(-sym& ~INDEX_MASK) + + cdef int match(self, int sym1, int sym2): + return self.clearindex(sym1) == self.clearindex(sym2); + + cdef char* tocat(self, int sym): + return self.nonterminals.word((-sym >> INDEX_SHIFT)-1) + + cdef int fromcat(self, char *s): + cdef int i + i = self.nonterminals.index(s) + if self.first_nonterminal == -1: + self.first_nonterminal = i + if i > self.last_nonterminal: + self.last_nonterminal = i + return -(i+1 << INDEX_SHIFT) + + cdef char* tostring(self, int sym): + cdef int ind + if self.isvar(sym): + if sym in self.id2sym: + return self.id2sym[sym] + + ind = self.getindex(sym) + if ind > 0: + self.id2sym[sym] = "[%s,%d]" % (self.tocat(sym), ind) + else: + self.id2sym[sym] = "[%s]" % self.tocat(sym) + return self.id2sym[sym] + + else: + return self.terminals.word(sym) + + cdef int fromstring(self, char *s, bint terminal): + """Warning: this method is allowed to alter s.""" + cdef char *comma + cdef int n + n = strlen(s) + cdef char *sep + sep = strstr(s,"_SEP_") + if n >= 3 and s[0] == c'[' and s[n-1] == c']' and sep == NULL: + if terminal: + s1 = "\\"+s + return self.terminals.index(s1) + s[n-1] = c'\0' + s = s + 1 + comma = strrchr(s, c',') + if comma != NULL: + comma[0] = c'\0' + return self.setindex(self.fromcat(s), strtol(comma+1, NULL, 10)) + else: + return self.fromcat(s) + else: + return self.terminals.index(s) + +cdef Alphabet ALPHABET = Alphabet() + +def sym_tostring(int sym): + return ALPHABET.tostring(sym) + +def sym_fromstring(bytes string, bint terminal): + return ALPHABET.fromstring(string, terminal) + +def sym_isvar(int sym): + return ALPHABET.isvar(sym) + +cdef int sym_setindex(int sym, int id): + return ALPHABET.setindex(sym, id) diff --git a/python/src/sa/veb.pxi b/python/src/sa/veb.pxi new file mode 100644 index 00000000..40af3a68 --- /dev/null +++ b/python/src/sa/veb.pxi @@ -0,0 +1,392 @@ +"""This module implements a partial stratified tree (van Emde Boas, 1977). +Only insert findsucc, __iter__, and __contains__ are implemented. +Delete is currently not supported. +There is very little error-checking in this code -- it is designed +to be used in the limited situation described in Lopez (EMNLP-CoNLL 2007), +which doesn't cover all of the possible ways that you could misuse it +(e.g. trying to insert a key larger than the universe size) +Other notes -- this code is really rather ugly C code masquerading as +Pyrex/Python. Virtual function calls are bypassed by hand in several +places for the sake of efficiency, and other Python niceties are +removed for the same reason.""" + +from libc.stdlib cimport malloc, free +from libc.math cimport log, ceil +from libc.string cimport memset + +cdef int MIN_BOTTOM_SIZE = 32 +cdef int MIN_BOTTOM_BITS = 5 +cdef int LOWER_MASK[32] + +cdef void _init_lower_mask(): + cdef unsigned i + cdef int mask = 0 + for i in range(MIN_BOTTOM_SIZE): + mask = (mask << 1) + 1 + LOWER_MASK[i] = mask + +_init_lower_mask() + +cdef struct _BitSet: + long bitset + int min_val + int max_val + int size + + +cdef _BitSet* new_BitSet(): + cdef _BitSet* b + + b = <_BitSet*> malloc(sizeof(_BitSet)) + b.bitset = 0 + b.min_val = -1 + b.max_val = -1 + b.size = 0 + return b + + +cdef int bitset_findsucc(_BitSet* b, int i): + cdef int bitset, mask + cdef int low, high, mid + + if b.max_val == -1 or i >= b.max_val: + return -1 + if i < b.min_val: + return b.min_val + + bitset = b.bitset & ~LOWER_MASK[i] + low = i+1 + high = b.max_val+1 + while low < high-1: + mid = (high + low)/2 + mask = ~(LOWER_MASK[high-1] ^ LOWER_MASK[mid-1]) + if bitset & mask == 0: + low = mid + else: + bitset = bitset & mask + high = mid + return low + + +cdef int bitset_insert(_BitSet* b, int i): + cdef int val + + val = 1 << i + if b.bitset & val == 0: + b.bitset = b.bitset | val + if b.size == 0: + b.min_val = i + b.max_val = i + else: + if i < b.min_val: + b.min_val = i + if i > b.max_val: + b.max_val = i + b.size = b.size + 1 + return 1 + return 0 + + +cdef int bitset_contains(_BitSet* b, int i): + cdef int val + + val = 1 << i + if b.bitset & val == 0: + return 0 + else: + return 1 + + +cdef class BitSetIterator: + cdef _BitSet* b + cdef int next_val + + def __next__(self): + cdef int ret_val + + if self.next_val == -1: + raise StopIteration() + ret_val = self.next_val + self.next_val = bitset_findsucc(self.b, ret_val) + return ret_val + + + +# This is a Python wrapper class to give access to the +# (entirely C-implemented) _BitSet struct. +# Very slow; use only for debugging +cdef class BitSet: + + cdef _BitSet* b + + def __cinit__(self): + self.b = new_BitSet() + + def __dealloc__(self): + free(self.b) + + def __iter__(self): + cdef BitSetIterator it + it = BitSetIterator() + it.b = self.b + it.next_val = self.b.min_val + return it + + def insert(self, i): + return bitset_insert(self.b, i) + + def findsucc(self, i): + return bitset_findsucc(self.b, i) + + def __str__(self): + return dec2bin(self.b.bitset)+" ("+str(self.b.size)+","+str(self.b.min_val)+","+str(self.b.max_val)+")" + + def min(self): + return self.b.min_val + + def max(self): + return self.b.max_val + + def __len__(self): + return self.b.size + + def __contains__(self, i): + return bool(bitset_contains(self.b, i)) + + +cdef str dec2bin(long i): + cdef str result = "" + cdef unsigned d + for d in range(MIN_BOTTOM_SIZE): + if i & LOWER_MASK[0] == 0: + result = "0"+result + else: + result = "1"+result + i = i >> 1 + return result + +cdef struct _VEB: + int top_universe_size + int num_bottom_bits + int max_val + int min_val + int size + void* top + void** bottom + +cdef _VEB* new_VEB(int n): + cdef _VEB* veb + cdef int num_bits, num_top_bits, i + + veb = <_VEB*> malloc(sizeof(_VEB)) + + num_bits = int(ceil(log(n) / log(2))) + veb.num_bottom_bits = num_bits/2 + if veb.num_bottom_bits < MIN_BOTTOM_BITS: + veb.num_bottom_bits = MIN_BOTTOM_BITS + veb.top_universe_size = (n >> veb.num_bottom_bits) + 1 + + veb.bottom = malloc(veb.top_universe_size * sizeof(void*)) + memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*)) + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + veb.top = new_VEB(veb.top_universe_size) + else: + veb.top = new_BitSet() + + veb.max_val = -1 + veb.min_val = -1 + veb.size = 0 + return veb + + +cdef int VEB_insert(_VEB* veb, int i): + cdef _VEB* subv + cdef _BitSet* subb + cdef int a, b, tmp + + if veb.size == 0: + veb.min_val = i + veb.max_val = i + elif i == veb.min_val or i == veb.max_val: + return 0 + else: + if i < veb.min_val: + tmp = i + i = veb.min_val + veb.min_val = tmp + a = i >> veb.num_bottom_bits + b = i & LOWER_MASK[veb.num_bottom_bits-1] + if veb.bottom[a] == NULL: + if veb.top_universe_size > MIN_BOTTOM_SIZE: + subv = <_VEB*> veb.top + VEB_insert(subv, a) + else: + subb = <_BitSet*> veb.top + bitset_insert(subb, a) + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + else: + veb.bottom[a] = new_BitSet() + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[a] + if VEB_insert(subv, b) == 0: + return 0 + else: + subb = <_BitSet*> veb.bottom[a] + if bitset_insert(subb, b) == 0: + return 0 + + if i > veb.max_val: + veb.max_val = i + veb.size = veb.size + 1 + return 1 + + +cdef del_VEB(_VEB* veb): + cdef int i + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + i = (<_VEB*> veb.top).min_val + else: + i = (<_BitSet*> veb.top).min_val + + while i != -1: + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + del_VEB(<_VEB*> veb.bottom[i]) + else: + free(<_BitSet*> veb.bottom[i]) + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + i = VEB_findsucc(<_VEB*> veb.top, i) + else: + i = bitset_findsucc(<_BitSet*> veb.top, i) + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + del_VEB(<_VEB*> veb.top) + else: + free(<_BitSet*> veb.top) + free(veb.bottom) + free(veb) + + +cdef int VEB_findsucc(_VEB* veb, int i): + cdef _VEB* subv + cdef _BitSet* subb + cdef int a, b, j, c, found + + if veb.max_val == -1 or i>=veb.max_val: + return -1 + if i < veb.min_val: + return veb.min_val + + a = i >> veb.num_bottom_bits + b = i & LOWER_MASK[veb.num_bottom_bits-1] + found = 0 + if veb.bottom[a] != NULL: + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[a] + if subv.max_val > b: + j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + found = 1 + else: + subb = <_BitSet*> veb.bottom[a] + if subb.max_val > b: + j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + found = 1 + if found==0: + if veb.top_universe_size > MIN_BOTTOM_SIZE: + subv = <_VEB*> veb.top + c = VEB_findsucc(subv, a) + else: + subb = <_BitSet*> veb.top + c = bitset_findsucc(subb, a) + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[c] + j = (c << veb.num_bottom_bits) + subv.min_val + else: + subb = <_BitSet*> veb.bottom[c] + j = (c << veb.num_bottom_bits) + subb.min_val + return j + + +cdef int VEB_contains(_VEB* veb, int i): + cdef _VEB* subv + cdef _BitSet* subb + cdef int a, b + + if veb.size == 0 or i < veb.min_val or i > veb.max_val: + return 0 + + if veb.min_val == i: + return 1 + else: + if veb.size == 1: + return 0 + + a = i >> veb.num_bottom_bits + b = i & LOWER_MASK[veb.num_bottom_bits-1] + if veb.bottom[a] == NULL: + return 0 + else: + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[a] + return VEB_contains(subv, b) + else: + subb = <_BitSet*> veb.bottom[a] + return bitset_contains(subb, b) + + +cdef class VEBIterator: + cdef _VEB* v + cdef int next_val + + def __next__(self): + cdef int ret_val + + if self.next_val == -1: + raise StopIteration() + ret_val = self.next_val + self.next_val = VEB_findsucc(self.v, ret_val) + return ret_val + + +cdef class VEB: + cdef _VEB* veb + cdef int _findsucc(self, int i) + cdef int _insert(self, int i) + cdef int _first(self) + + def __cinit__(self, int size): + self.veb = new_VEB(size) + + def __dealloc__(self): + del_VEB(self.veb) + + def __iter__(self): + cdef VEBIterator it + it = VEBIterator() + it.v = self.veb + it.next_val = self.veb.min_val + return it + + def insert(self, i): + return VEB_insert(self.veb, i) + + cdef int _insert(self, int i): + return VEB_insert(self.veb, i) + + def findsucc(self, i): + return VEB_findsucc(self.veb, i) + + cdef int _first(self): + return self.veb.min_val + + cdef int _findsucc(self, int i): + return VEB_findsucc(self.veb, i) + + def __len__(self): + return self.veb.size + + def __contains__(self, i): + return VEB_contains(self.veb, i) -- cgit v1.2.3 From b317e0efd2398d75d70e027bb1e2cf442e683981 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Fri, 27 Jul 2012 17:31:00 -0400 Subject: remove old suffix array extractor (use the one in python/ instead) --- sa-extract/Makefile | 12 - sa-extract/README | 62 - sa-extract/calignment.pxd | 10 - sa-extract/calignment.pyx | 128 -- sa-extract/cdat.pxd | 12 - sa-extract/cdat.pyx | 178 --- sa-extract/cfloatlist.pxd | 10 - sa-extract/cfloatlist.pyx | 93 -- sa-extract/cintlist.pxd | 15 - sa-extract/cintlist.pyx | 196 --- sa-extract/clex.pyx | 460 ------- sa-extract/cmath.pxd | 2 - sa-extract/cn.py | 164 --- sa-extract/compile_bin.py | 148 --- sa-extract/context_model.py | 234 ---- sa-extract/cstrmap.pxd | 12 - sa-extract/cstrmap.pyx | 14 - sa-extract/csuf.pxd | 12 - sa-extract/csuf.pyx | 322 ----- sa-extract/cveb.pxd | 15 - sa-extract/cveb.pyx | 390 ------ sa-extract/escape-testset.pl | 35 - sa-extract/example/README | 8 - sa-extract/example/corpus.align.gz | Bin 829334 -> 0 bytes sa-extract/example/corpus.de.gz | Bin 1724393 -> 0 bytes sa-extract/example/corpus.en.gz | Bin 1457711 -> 0 bytes sa-extract/example/test.de | 10 - sa-extract/example/test.ref.en | 10 - sa-extract/extract.ini | 116 -- sa-extract/extractor.py | 60 - sa-extract/lcp.pyx | 113 -- sa-extract/lcp_ops.py | 52 - sa-extract/log.py | 18 - sa-extract/manager.py | 100 -- sa-extract/model.py | 7 - sa-extract/monitor.py | 48 - sa-extract/precomputation.pxd | 13 - sa-extract/precomputation.pyx | 478 -------- sa-extract/rule.pxd | 13 - sa-extract/rule.pyx | 286 ----- sa-extract/rulefactory.pyx | 2361 ------------------------------------ sa-extract/sa-compile.pl | 322 ----- sa-extract/sa2cdec.py | 19 - sa-extract/sa_feat_names.txt | 7 - sa-extract/setup.cfg | 2 - sa-extract/setup.py | 45 - sa-extract/sgml.py | 194 --- sa-extract/strmap.cc | 232 ---- sa-extract/strmap.h | 22 - sa-extract/strutil.c | 63 - sa-extract/strutil.h | 8 - sa-extract/sym.pxd | 17 - sa-extract/sym.pyx | 155 --- sa-extract/wrap_input.py | 37 - 54 files changed, 7340 deletions(-) delete mode 100644 sa-extract/Makefile delete mode 100644 sa-extract/README delete mode 100644 sa-extract/calignment.pxd delete mode 100644 sa-extract/calignment.pyx delete mode 100644 sa-extract/cdat.pxd delete mode 100644 sa-extract/cdat.pyx delete mode 100644 sa-extract/cfloatlist.pxd delete mode 100644 sa-extract/cfloatlist.pyx delete mode 100644 sa-extract/cintlist.pxd delete mode 100644 sa-extract/cintlist.pyx delete mode 100644 sa-extract/clex.pyx delete mode 100644 sa-extract/cmath.pxd delete mode 100644 sa-extract/cn.py delete mode 100755 sa-extract/compile_bin.py delete mode 100644 sa-extract/context_model.py delete mode 100644 sa-extract/cstrmap.pxd delete mode 100644 sa-extract/cstrmap.pyx delete mode 100644 sa-extract/csuf.pxd delete mode 100644 sa-extract/csuf.pyx delete mode 100644 sa-extract/cveb.pxd delete mode 100644 sa-extract/cveb.pyx delete mode 100755 sa-extract/escape-testset.pl delete mode 100644 sa-extract/example/README delete mode 100644 sa-extract/example/corpus.align.gz delete mode 100644 sa-extract/example/corpus.de.gz delete mode 100644 sa-extract/example/corpus.en.gz delete mode 100644 sa-extract/example/test.de delete mode 100644 sa-extract/example/test.ref.en delete mode 100644 sa-extract/extract.ini delete mode 100755 sa-extract/extractor.py delete mode 100644 sa-extract/lcp.pyx delete mode 100755 sa-extract/lcp_ops.py delete mode 100644 sa-extract/log.py delete mode 100644 sa-extract/manager.py delete mode 100644 sa-extract/model.py delete mode 100644 sa-extract/monitor.py delete mode 100644 sa-extract/precomputation.pxd delete mode 100644 sa-extract/precomputation.pyx delete mode 100644 sa-extract/rule.pxd delete mode 100644 sa-extract/rule.pyx delete mode 100644 sa-extract/rulefactory.pyx delete mode 100755 sa-extract/sa-compile.pl delete mode 100755 sa-extract/sa2cdec.py delete mode 100644 sa-extract/sa_feat_names.txt delete mode 100644 sa-extract/setup.cfg delete mode 100644 sa-extract/setup.py delete mode 100644 sa-extract/sgml.py delete mode 100644 sa-extract/strmap.cc delete mode 100644 sa-extract/strmap.h delete mode 100644 sa-extract/strutil.c delete mode 100644 sa-extract/strutil.h delete mode 100644 sa-extract/sym.pxd delete mode 100644 sa-extract/sym.pyx delete mode 100755 sa-extract/wrap_input.py diff --git a/sa-extract/Makefile b/sa-extract/Makefile deleted file mode 100644 index 10d14521..00000000 --- a/sa-extract/Makefile +++ /dev/null @@ -1,12 +0,0 @@ -%.c: %.pyx - cython -X cdivision=True $< -o $@ - -%.o: %.cc - g++ -O6 -g -fPIC -c $< - -all: cstrmap.c strmap.cc rule.c sym.c cdat.c cintlist.c cfloatlist.c calignment.c csuf.c clex.c rulefactory.c cveb.c lcp.c precomputation.c - python setup.py build - -clean: - rm -f cdat.c cstrmap.c sym.c rule.c cintlist.c cfloatlist.c calignment.c csuf.c clex.c rulefactory.c cveb.c lcp.c precomputation.c *.so *.o *.cxx *~ *.pyc - rm -rf build diff --git a/sa-extract/README b/sa-extract/README deleted file mode 100644 index e4022c7e..00000000 --- a/sa-extract/README +++ /dev/null @@ -1,62 +0,0 @@ -SUFFIX-ARRAY-EXTRACT README - Feb 1, 2012 - -Written by Adam Lopez, repackaged by Chris Dyer. - -Originally based on parts of Hiero, by David Chiang, but these dependencies -have been removed or rewritten. - - -BUILD INSTRUCTIONS -============================================================================== - -Requirements: - Python 2.7 or later (http://www.python.org) - Cython 0.14.1 or later (http://cython.org/) - -- Edit Makefile to set the location of Python/Cython then do: - - make - - -COMPILING A PARALLEL CORPUS AND WORD ALIGNMENT -============================================================================== -- Run sa-compile.pl to compile the training data and generate an extract.ini - file (which is written to STDOUT): - - sa-compile.pl -b bitext_name=source.fr,target.en \ - -a alignment_name=alignment.txt > extract.ini - - - The training data should be in two parallel text files (source.fr,source.en) - and the alignments are expected in "0-0 1-2 2-1 ..." format produced by - most alignment toolkits. The text files should NOT be escaped for non-XML - characters. - - -EXTRACTION OF PER-SENTENCE GRAMMARS -============================================================================== -The most common use-case we support is extraction of "per-sentence" grammars -for each segment in a testset. You may run the extractor on test set, but it -will try to interpret tags as SGML markup, so we provide a script that does -escaping: ./escape-testset.pl. - -- Example: - - cat test.fr | ./escape-testset.pl | ./extractor.py -c extract.ini - - -EXTRACTION OF COMPLETE TEST-SET GRAMMARS -============================================================================== -Edit the generated extract.ini file a change per_sentence_grammar -to False. Then, run extraction as normal. - -Note: extracting a single grammar for an entire test set will consume more -memory during extraction and (probably) during decoding. - - -EXAMPLE -============================================================================== -- See example/ and the README therein. - - diff --git a/sa-extract/calignment.pxd b/sa-extract/calignment.pxd deleted file mode 100644 index a7d3001f..00000000 --- a/sa-extract/calignment.pxd +++ /dev/null @@ -1,10 +0,0 @@ -cimport cintlist -from libc.stdio cimport FILE - -cdef class Alignment: - - cdef cintlist.CIntList links - cdef cintlist.CIntList sent_index - cdef int link(self, int i, int j) - cdef _unlink(self, int link, int* f, int* e) - cdef int* _get_sent_links(self, int sent_id, int* num_links) diff --git a/sa-extract/calignment.pyx b/sa-extract/calignment.pyx deleted file mode 100644 index 976fcd66..00000000 --- a/sa-extract/calignment.pyx +++ /dev/null @@ -1,128 +0,0 @@ -import log -import gzip -import cintlist - -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free - -# Note: Callison-Burch uses short instead of int. -# We have the space for our corpus, so this is not a problem; -# May need to revisit if things get really tight, though. -cdef class Alignment: - - - cdef int link(self, int i, int j): - '''Integerizes an alignment link pair''' - return i*65536 + j - - - def unlink(self, link): - '''De-integerizes an alignment link pair''' - return (link/65536, link%65536) - - - cdef _unlink(self, int link, int* f, int* e): - f[0] = link/65536 - e[0] = link%65536 - - - def get_sent_links(self, int sent_id): - cdef cintlist.CIntList sent_links - cdef int* arr - cdef int arr_len - - sent_links = cintlist.CIntList() - arr = self._get_sent_links(sent_id, &arr_len) - sent_links._extend_arr(arr, arr_len*2) - free(arr) - return sent_links - - - cdef int* _get_sent_links(self, int sent_id, int* num_links): - cdef int* sent_links - cdef int i, start, end - - start = self.sent_index.arr[sent_id] - end = self.sent_index.arr[sent_id+1] - num_links[0] = end - start - sent_links = malloc(2*num_links[0]*sizeof(int)) - for i from 0 <= i < num_links[0]: - self._unlink(self.links.arr[start + i], sent_links + (2*i), sent_links + (2*i) + 1) - return sent_links - - - def __cinit__(self, filename, from_binary=False): - self.links = cintlist.CIntList(1000,1000) - self.sent_index = cintlist.CIntList(1000,1000) - log.writeln("Reading alignment from file %s" % filename) - if from_binary: - self.read_binary(filename) - else: - self.read_text(filename) - - - def read_text(self, filename): - if filename[-2:] == "gz": - f = gzip.GzipFile(filename) - else: - f = open(filename) - for line in f: - self.sent_index.append(len(self.links)) - pairs = line.split() - for pair in pairs: - (i, j) = map(int, pair.split('-')) - self.links.append(self.link(i, j)) - self.sent_index.append(len(self.links)) - - - def read_binary(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "r") - self.links.read_handle(f) - self.sent_index.read_handle(f) - fclose(f) - - - def write_text(self, filename): - f = open(filename, "w") - sent_num = 0 - for i, link in enumerate(self.links): - while i >= self.sent_index[sent_num]: - f.write("\n") - sent_num = sent_num + 1 - f.write("%d-%d " % self.unlink(link)) - f.write("\n") - - - def write_binary(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "w") - self.links.write_handle(f) - self.sent_index.write_handle(f) - fclose(f) - - - def write_enhanced(self, filename): - f = open(filename, "w") - sent_num = 1 - for link in self.links: - f.write("%d " % link) - f.write("\n") - for i in self.sent_index: - f.write("%d " % i) - f.write("\n") - - - def alignment(self, i): - '''Return all (e,f) pairs for sentence i''' - cdef int j, start, end - result = [] - start = self.sent_index.arr[i] - end = self.sent_index.arr[i+1] - for j from start <= j < end: - result.append(self.unlink(self.links.arr[j])) - return result diff --git a/sa-extract/cdat.pxd b/sa-extract/cdat.pxd deleted file mode 100644 index b686f611..00000000 --- a/sa-extract/cdat.pxd +++ /dev/null @@ -1,12 +0,0 @@ -cimport cintlist -from libc.stdio cimport FILE - -cdef class DataArray: - cdef word2id - cdef id2word - cdef cintlist.CIntList data - cdef cintlist.CIntList sent_id - cdef cintlist.CIntList sent_index - cdef use_sent_id - cdef void write_handle(self, FILE* f) - cdef void read_handle(self, FILE* f) diff --git a/sa-extract/cdat.pyx b/sa-extract/cdat.pyx deleted file mode 100644 index 57d3ad63..00000000 --- a/sa-extract/cdat.pyx +++ /dev/null @@ -1,178 +0,0 @@ -# cdat.pyx -# Defines "data arrays" that can be directly written to/read from disk in binary format -# In particular, the array itself is written/read directly as a glob of binary data -# Adam Lopez - -import sys -import gzip -import log -import cintlist - -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, strcpy, strlen - -cdef class DataArray: - - def __init__(self, filename=None, from_binary=False, use_sent_id=False): - self.word2id = {"END_OF_FILE":0, "END_OF_LINE":1} - self.id2word = ["END_OF_FILE", "END_OF_LINE"] - self.data = cintlist.CIntList(1000,1000) - self.sent_id = cintlist.CIntList(1000,1000) - self.sent_index = cintlist.CIntList(1000,1000) - self.use_sent_id = use_sent_id - - if filename is not None: - if from_binary: - self.read_binary(filename) - else: - self.read_text(filename) - - - def __len__(self): - return len(self.data) - - - def getSentId(self, i): - return self.sent_id.arr[i] - - - def getSent(self, i): - cdef int j, start, stop - sent = [] - start = self.sent_index.arr[i] - stop = self.sent_index.arr[i+1] - for i from start <= i < stop: - sent.append(self.id2word[self.data.arr[i]]) - return sent - - - def getSentPos(self, loc): - return loc - self.sent_index.arr[self.sent_id.arr[loc]] - - - def get_id(self, word): - if not word in self.word2id: - self.word2id[word] = len(self.id2word) - self.id2word.append(word) - return self.word2id[word] - - - def get_word(self, id): - return self.id2word[id] - - - def write_text(self, filename): - f = open(filename, "w") - for w_id in self.data: - if w_id > 1: - f.write("%s " % self.get_word(w_id)) - if w_id == 1: - f.write("\n") - f.close() - - - def read_text(self, filename): - cdef int word_count - - if filename[-2:] == "gz": - file = gzip.GzipFile(filename) - else: - file = open(filename) - word_count = 0 - for line_num, line in enumerate(file): - self.sent_index.append(word_count) - for word in line.split(): - self.data.append(self.get_id(word)) - if self.use_sent_id: - self.sent_id.append(line_num) - word_count = word_count + 1 - self.data.append(1) - if self.use_sent_id: - self.sent_id.append(line_num) - word_count = word_count + 1 - self.data.append(0) - self.sent_index.append(word_count) - - def read_binary(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "r") - self.read_handle(f) - fclose(f) - - - cdef void read_handle(self, FILE* f): - cdef int num_words - cdef int word_len - cdef char* c_word - cdef bytes py_word - self.data.read_handle(f) - self.sent_index.read_handle(f) - self.sent_id.read_handle(f) - fread(&(num_words), sizeof(int), 1, f) - for i in xrange(num_words): - fread(&(word_len), sizeof(int), 1, f) - c_word = malloc (word_len * sizeof(char)) - fread(c_word, sizeof(char), word_len, f) - py_word = c_word - free(c_word) - self.word2id[py_word] = len(self.id2word) - self.id2word.append(py_word) - if len(self.sent_id) == 0: - self.use_sent_id = False - else: - self.use_sent_id = True - - - cdef void write_handle(self, FILE* f): - cdef int word_len - cdef int num_words - cdef char* c_word - - self.data.write_handle(f) - self.sent_index.write_handle(f) - self.sent_id.write_handle(f) - num_words = len(self.id2word) - 2 - fwrite(&(num_words), sizeof(int), 1, f) - for word in self.id2word[2:]: - c_word = word - word_len = strlen(c_word) + 1 - fwrite(&(word_len), sizeof(int), 1, f) - fwrite(c_word, sizeof(char), word_len, f) - - - def write_binary(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "w") - self.write_handle(f) - fclose(f) - - - def write_enhanced_handle(self, f): - for i in self.data: - f.write("%d " %i) - f.write("\n") - for i in self.sent_index: - f.write("%d " %i) - f.write("\n") - for i in self.sent_id: - f.write("%d " %i) - f.write("\n") - for word in self.id2word: - f.write("%s %d " % (word, self.word2id[word])) - f.write("\n") - - - - def write_enhanced(self, filename): - f = open(filename, "w") - self.write_enhanced_handle(self, f) - f.close() - - - - diff --git a/sa-extract/cfloatlist.pxd b/sa-extract/cfloatlist.pxd deleted file mode 100644 index 026f2739..00000000 --- a/sa-extract/cfloatlist.pxd +++ /dev/null @@ -1,10 +0,0 @@ -from libc.stdio cimport FILE - -cdef class CFloatList: - cdef int size - cdef int increment - cdef int len - cdef float* arr - cdef void write_handle(self, FILE* f) - cdef void read_handle(self, FILE* f) - cdef void set(self, int i, float v) diff --git a/sa-extract/cfloatlist.pyx b/sa-extract/cfloatlist.pyx deleted file mode 100644 index 18a0ef2a..00000000 --- a/sa-extract/cfloatlist.pyx +++ /dev/null @@ -1,93 +0,0 @@ -# conveniencelist.pyx -# defines int arrays in C, with some convenience methods -# for reading arrays directly as globs directly from disk. -# Adam Lopez - -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, strcpy, strlen - -cdef class CFloatList: - - def __cinit__(self, size=0, increment=1, initial_len=0): - if initial_len > size: - size = initial_len - self.arr = malloc(size*sizeof(float)) - memset(self.arr, 0, initial_len*sizeof(float)) - - - def __init__(self, size=0, increment=1, initial_len=0): - self.size = size - if initial_len > size: - self.size = initial_len - self.increment = increment - self.len = initial_len - - - def __dealloc__(self): - free(self.arr) - - - def __getitem__(self, i): - j = i - if i<0: - j = self.len + i - if j<0 or j>=self.len: - raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len)) - return self.arr[j] - - - cdef void set(self, int i, float v): - j = i - if i<0: - j = self.len + i - if j<0 or j>=self.len: - raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len)) - self.arr[j] = v - - def __setitem__(self, i, val): - self.set(i, val) - - def __len__(self): - return self.len - - - def append(self, float val): - if self.len == self.size: - self.size = self.size + self.increment - self.arr = realloc(self.arr, self.size*sizeof(float)) - self.arr[self.len] = val - self.len = self.len + 1 - - - cdef void write_handle(self, FILE* f): - fwrite(&(self.len), sizeof(float), 1, f) - fwrite(self.arr, sizeof(float), self.len, f) - - - def write(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "w") - self.write_handle(f) - fclose(f) - - - cdef void read_handle(self, FILE* f): - free(self.arr) - fread(&(self.len), sizeof(float), 1, f) - self.arr = malloc(self.len * sizeof(float)) - self.size = self.len - fread(self.arr, sizeof(float), self.len, f) - - - def read(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "r") - self.read_handle(f) - fclose(f) - - diff --git a/sa-extract/cintlist.pxd b/sa-extract/cintlist.pxd deleted file mode 100644 index 8a3a655c..00000000 --- a/sa-extract/cintlist.pxd +++ /dev/null @@ -1,15 +0,0 @@ -from libc.stdio cimport FILE - -cdef class CIntList: - cdef int size - cdef int increment - cdef int len - cdef int* arr - cdef void write_handle(self, FILE* f) - cdef void read_handle(self, FILE* f) - cdef void _append(self, int val) - cdef void _extend(self, CIntList other) - cdef void _extend_arr(self, int* other, int other_len) - cdef void _clear(self) - cdef void set(self, int i, int val) - diff --git a/sa-extract/cintlist.pyx b/sa-extract/cintlist.pyx deleted file mode 100644 index 9d0a058e..00000000 --- a/sa-extract/cintlist.pyx +++ /dev/null @@ -1,196 +0,0 @@ -# cintlist.pyx -# defines int arrays in C, with some convenience methods -# for reading arrays as globs directly from disk. -# Adam Lopez - -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, memcpy - -cdef class CIntList: - - def __cinit__(self, size=0, increment=1, initial_len=0): - if initial_len > size: - size = initial_len - self.arr = malloc(size*sizeof(int)) - memset(self.arr, 0, initial_len*sizeof(int)) - - def __str__(self): - ret = "CIntList[" - for idx in xrange(self.size): - if idx>0: - ret += "," - ret += str(self.arr[idx]) - ret += "]" - ret += "len=" - ret += self.len - return ret - - def index(self, val): - for i in xrange(self.len): - if self.arr[i] == val: - return i - - return IndexError - - def partition(self,start,end): - pivot = self.arr[end] - bottom = start-1 - top = end - done = 0 - while not done: - while not done: - bottom += 1 - if bottom == top: - done = 1 - break - if self.arr[bottom] > pivot: - self.arr[top] = self.arr[bottom] - break - while not done: - top -= 1 - if top == bottom: - done = 1 - break - if self.arr[top] < pivot: - self.arr[bottom] = self.arr[top] - break - self.arr[top] = pivot - return top - - def _doquicksort(self,start,end): - if start < end: - split = self.partition(start,end) - self._doquicksort(start,split-1) - self._doquicksort(split+1,end) - else: - return - - def sort(self): - self._doquicksort(0,self.len-1) - - def reset(self): - self.len = 0 - - def __init__(self, size=0, increment=1, initial_len=0): - self.size = size - if initial_len > size: - self.size = initial_len - self.increment = increment - self.len = initial_len - - - def __dealloc__(self): - free(self.arr) - - - def __getitem__(self, index): - cdef int i, j, k - - if type(index) == int: - j = index - if j < 0: - j = self.len + j - if j<0 or j>=self.len: - raise IndexError("Requested index %d of %d-length CIntList" % (index, self.len)) - return self.arr[j] - elif type(index) == slice: - i = index.start - j = index.stop - if i < 0: - i = self.len + i - if j < 0: - j = self.len + j - if i < 0 or i >= self.len or j < 0 or j > self.len: - raise IndexError("Requested index %d:%d of %d-length CIntList" % (index.start, index.stop, self.len)) - result = () - for k from i <= k < j: - result = result + (self.arr[k],) - return result - else: - raise IndexError("Illegal key type %s for CIntList" % (type(index))) - - cdef void set(self, int i, int val): - j = i - if i<0: - j = self.len + i - if j<0 or j>=self.len: - raise IndexError("Requested index %d of %d-length IntList" % (i, self.len)) - if type(val) != int: - raise TypeError - self.arr[j] = val - - - def __setitem__(self, i, val): - self.set(i, val) - - def __len__(self): - return self.len - - def getSize(self): - return self.size - - def append(self, int val): - self._append(val) - - cdef void _append(self, int val): - if self.len == self.size: - self.size = self.size + self.increment - self.arr = realloc(self.arr, self.size*sizeof(int)) - self.arr[self.len] = val - self.len = self.len + 1 - - def extend(self, other): - self._extend(other) - - - cdef void _extend(self, CIntList other): - self._extend_arr(other.arr, other.len) - - - cdef void _extend_arr(self, int* other, int other_len): - if self.size < self.len + other_len: - self.size = self.len + other_len - self.arr = realloc(self.arr, self.size*sizeof(int)) - memcpy(self.arr+self.len, other, other_len*sizeof(int)) - self.len = self.len + other_len - - - cdef void _clear(self): - free(self.arr) - self.len = 0 - self.size = 0 - self.arr = malloc(0) - - - cdef void write_handle(self, FILE* f): - fwrite(&(self.len), sizeof(int), 1, f) - fwrite(self.arr, sizeof(int), self.len, f) - - - def write(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "w") - self.write_handle(f) - fclose(f) - - - cdef void read_handle(self, FILE* f): - (self.arr) - fread(&(self.len), sizeof(int), 1, f) - self.arr = malloc(self.len * sizeof(int)) - self.size = self.len - fread(self.arr, sizeof(int), self.len, f) - - - def read(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "r") - self.read_handle(f) - fclose(f) - - diff --git a/sa-extract/clex.pyx b/sa-extract/clex.pyx deleted file mode 100644 index fa30caad..00000000 --- a/sa-extract/clex.pyx +++ /dev/null @@ -1,460 +0,0 @@ -# clex.pyx -# defines bilexical dictionaries in C, with some convenience methods -# for reading arrays directly as globs directly from disk. -# Adam Lopez - -import gzip -import sys -import context_model - -cimport cintlist -cimport cfloatlist -cimport calignment -cimport csuf -cimport cdat - -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, strcpy, strlen - -cdef struct _node: - _node* smaller - _node* bigger - int key - int val - -cdef _node* new_node(int key): - cdef _node* n - n = <_node*> malloc(sizeof(_node)) - n.smaller = NULL - n.bigger = NULL - n.key = key - n.val = 0 - return n - - -cdef del_node(_node* n): - if n.smaller != NULL: - del_node(n.smaller) - if n.bigger != NULL: - del_node(n.bigger) - free(n) - - -cdef int* get_val(_node* n, int key): - if key == n.key: - return &n.val - elif key < n.key: - if n.smaller == NULL: - n.smaller = new_node(key) - return &(n.smaller.val) - return get_val(n.smaller, key) - else: - if n.bigger == NULL: - n.bigger = new_node(key) - return &(n.bigger.val) - return get_val(n.bigger, key) - - -cdef class CLex: - - cdef cfloatlist.CFloatList col1 - cdef cfloatlist.CFloatList col2 - cdef cintlist.CIntList f_index - cdef cintlist.CIntList e_index - cdef id2eword, id2fword, eword2id, fword2id - - def __init__(self, filename, from_binary=False, - from_data=False, earray=None, fsarray=None): - self.id2eword = [] - self.id2fword = [] - self.eword2id = {} - self.fword2id = {} - self.e_index = cintlist.CIntList() - self.f_index = cintlist.CIntList() - self.col1 = cfloatlist.CFloatList() - self.col2 = cfloatlist.CFloatList() - if from_binary: - self.read_binary(filename) - else: - if from_data: - self.compute_from_data(fsarray, earray, filename) - else: - self.read_text(filename) - '''print "self.eword2id" - print "=============" - for x in self.eword2id: - print x - print "self.fword2id" - print "=============" - for x in self.fword2id: - print x - print "-------------"''' - - - cdef compute_from_data(self, csuf.SuffixArray fsa, cdat.DataArray eda, calignment.Alignment aa): - cdef int sent_id, num_links, l, i, j, f_i, e_j, I, J, V_E, V_F, num_pairs - cdef int *fsent, *esent, *alignment, *links, *ealigned, *faligned - cdef _node** dict - cdef int *fmargin, *emargin, *count - cdef bytes word - cdef int null_word - - null_word = 0 - for word in fsa.darray.id2word: # I miss list comprehensions - self.id2fword.append(word) - self.id2fword[null_word] = "NULL" - for id, word in enumerate(self.id2fword): - self.fword2id[word] = id - - for word in eda.id2word: - self.id2eword.append(word) - self.id2eword[null_word] = "NULL" - for id, word in enumerate(self.id2eword): - self.eword2id[word] = id - - num_pairs = 0 - - V_E = len(eda.id2word) - V_F = len(fsa.darray.id2word) - fmargin = malloc(V_F*sizeof(int)) - emargin = malloc(V_E*sizeof(int)) - memset(fmargin, 0, V_F*sizeof(int)) - memset(emargin, 0, V_E*sizeof(int)) - - dict = <_node**> malloc(V_F*sizeof(_node*)) - memset(dict, 0, V_F*sizeof(_node*)) - - num_sents = len(fsa.darray.sent_index) - for sent_id from 0 <= sent_id < num_sents-1: - - fsent = fsa.darray.data.arr + fsa.darray.sent_index.arr[sent_id] - I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1 - faligned = malloc(I*sizeof(int)) - memset(faligned, 0, I*sizeof(int)) - - esent = eda.data.arr + eda.sent_index.arr[sent_id] - J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1 - ealigned = malloc(J*sizeof(int)) - memset(ealigned, 0, J*sizeof(int)) - - links = aa._get_sent_links(sent_id, &num_links) - - for l from 0 <= l < num_links: - i = links[l*2] - j = links[l*2+1] - if i >= I or j >= J: - sys.stderr.write(" %d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) - assert i < I - assert j < J - f_i = fsent[i] - e_j = esent[j] - fmargin[f_i] = fmargin[f_i]+1 - emargin[e_j] = emargin[e_j]+1 - if dict[f_i] == NULL: - dict[f_i] = new_node(e_j) - dict[f_i].val = 1 - num_pairs = num_pairs + 1 - else: - count = get_val(dict[f_i], e_j) - if count[0] == 0: - num_pairs = num_pairs + 1 - count[0] = count[0] + 1 - # add count - faligned[i] = 1 - ealigned[j] = 1 - for i from 0 <= i < I: - if faligned[i] == 0: - f_i = fsent[i] - fmargin[f_i] = fmargin[f_i] + 1 - emargin[null_word] = emargin[null_word] + 1 - if dict[f_i] == NULL: - dict[f_i] = new_node(null_word) - dict[f_i].val = 1 - num_pairs = num_pairs + 1 - else: - count = get_val(dict[f_i], null_word) - if count[0] == 0: - num_pairs = num_pairs + 1 - count[0] = count[0] + 1 - for j from 0 <= j < J: - if ealigned[j] == 0: - e_j = esent[j] - fmargin[null_word] = fmargin[null_word] + 1 - emargin[e_j] = emargin[e_j] + 1 - if dict[null_word] == NULL: - dict[null_word] = new_node(e_j) - dict[null_word].val = 1 - num_pairs = num_pairs + 1 - else: - count = get_val(dict[null_word], e_j) - if count[0] == 0: - num_pairs = num_pairs + 1 - count[0] = count[0] + 1 - free(links) - free(faligned) - free(ealigned) - self.f_index = cintlist.CIntList(initial_len=V_F) - self.e_index = cintlist.CIntList(initial_len=num_pairs) - self.col1 = cfloatlist.CFloatList(initial_len=num_pairs) - self.col2 = cfloatlist.CFloatList(initial_len=num_pairs) - - num_pairs = 0 - for i from 0 <= i < V_F: - #self.f_index[i] = num_pairs - self.f_index.set(i, num_pairs) - if dict[i] != NULL: - self._add_node(dict[i], &num_pairs, float(fmargin[i]), emargin) - del_node(dict[i]) - free(fmargin) - free(emargin) - free(dict) - return - - - cdef _add_node(self, _node* n, int* num_pairs, float fmargin, int* emargin): - cdef int loc - if n.smaller != NULL: - self._add_node(n.smaller, num_pairs, fmargin, emargin) - loc = num_pairs[0] - self.e_index.set(loc, n.key) - self.col1.set(loc, float(n.val)/fmargin) - self.col2.set(loc, float(n.val)/float(emargin[n.key])) - num_pairs[0] = loc + 1 - if n.bigger != NULL: - self._add_node(n.bigger, num_pairs, fmargin, emargin) - - - def write_binary(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "w") - self.f_index.write_handle(f) - self.e_index.write_handle(f) - self.col1.write_handle(f) - self.col2.write_handle(f) - self.write_wordlist(self.id2fword, f) - self.write_wordlist(self.id2eword, f) - fclose(f) - - - cdef write_wordlist(self, wordlist, FILE* f): - cdef int word_len - cdef int num_words - cdef char* c_word - - num_words = len(wordlist) - fwrite(&(num_words), sizeof(int), 1, f) - for word in wordlist: - c_word = word - word_len = strlen(c_word) + 1 - fwrite(&(word_len), sizeof(int), 1, f) - fwrite(c_word, sizeof(char), word_len, f) - - - cdef read_wordlist(self, word2id, id2word, FILE* f): - cdef int num_words - cdef int word_len - cdef char* c_word - cdef bytes py_word - - fread(&(num_words), sizeof(int), 1, f) - for i from 0 <= i < num_words: - fread(&(word_len), sizeof(int), 1, f) - c_word = malloc (word_len * sizeof(char)) - fread(c_word, sizeof(char), word_len, f) - py_word = c_word - free(c_word) - word2id[py_word] = len(id2word) - id2word.append(py_word) - - def read_binary(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "r") - self.f_index.read_handle(f) - self.e_index.read_handle(f) - self.col1.read_handle(f) - self.col2.read_handle(f) - self.read_wordlist(self.fword2id, self.id2fword, f) - self.read_wordlist(self.eword2id, self.id2eword, f) - fclose(f) - - - def get_e_id(self, eword): - if eword not in self.eword2id: - e_id = len(self.id2eword) - self.id2eword.append(eword) - self.eword2id[eword] = e_id - return self.eword2id[eword] - - - def get_f_id(self, fword): - if fword not in self.fword2id: - f_id = len(self.id2fword) - self.id2fword.append(fword) - self.fword2id[fword] = f_id - return self.fword2id[fword] - - - def read_text(self, filename): - cdef i, j, w, e_id, f_id, n_f, n_e, N - cdef cintlist.CIntList fcount - - fcount = cintlist.CIntList() - if filename[-2:] == "gz": - f = gzip.GzipFile(filename) - else: - f = open(filename) - - # first loop merely establishes size of array objects - sys.stderr.write("Initial read...\n") - for line in f: - (fword, eword, score1, score2) = line.split() - f_id = self.get_f_id(fword) - e_id = self.get_e_id(eword) - while f_id >= len(fcount): - fcount.append(0) - fcount.arr[f_id] = fcount.arr[f_id] + 1 - - # Allocate space for dictionary in arrays - N = 0 - n_f = len(fcount) - self.f_index = cintlist.CIntList(initial_len=n_f+1) - for i from 0 <= i < n_f: - self.f_index.arr[i] = N - N = N + fcount.arr[i] - fcount.arr[i] = 0 - self.f_index.arr[n_f] = N - self.e_index = cintlist.CIntList(initial_len=N) - self.col1 = cfloatlist.CFloatList(initial_len=N) - self.col2 = cfloatlist.CFloatList(initial_len=N) - - # Re-read file, placing words into buckets - sys.stderr.write("Bucket sort...\n") - f.seek(0) - for line in f: - (fword, eword, score1, score2) = line.split() - f_id = self.get_f_id(fword) - e_id = self.get_e_id(eword) - index = self.f_index.arr[f_id] + fcount.arr[f_id] - fcount.arr[f_id] = fcount.arr[f_id] + 1 - self.e_index.arr[index] = int(e_id) - self.col1[index] = float(score1) - self.col2[index] = float(score2) - f.close() - - sys.stderr.write("Final sort...\n") - # Sort buckets by eword - for b from 0 <= b < n_f: - i = self.f_index.arr[b] - j = self.f_index.arr[b+1] - self.qsort(i,j, "") - - - cdef swap(self, int i, int j): - cdef int itmp - cdef float ftmp - - if i == j: - return - - itmp = self.e_index.arr[i] - self.e_index.arr[i] = self.e_index.arr[j] - self.e_index.arr[j] = itmp - - ftmp = self.col1.arr[i] - self.col1.arr[i] = self.col1.arr[j] - self.col1.arr[j] = ftmp - - ftmp = self.col2.arr[i] - self.col2.arr[i] = self.col2.arr[j] - self.col2.arr[j] = ftmp - - - cdef qsort(self, int i, int j, pad): - cdef int pval, p - - if i > j: - raise Exception("Sort error in CLex") - if i == j: #empty interval - return - if i == j-1: # singleton interval - return - - p = (i+j)/2 - pval = self.e_index.arr[p] - self.swap(i, p) - p = i - for k from i+1 <= k < j: - if pval >= self.e_index.arr[k]: - self.swap(p+1, k) - self.swap(p, p+1) - p = p + 1 - self.qsort(i,p, pad+" ") - self.qsort(p+1,j, pad+" ") - - - def write_enhanced(self, filename): - f = open(filename, "w") - for i in self.f_index: - f.write("%d " % i) - f.write("\n") - for i, s1, s2 in zip(self.e_index, self.col1, self.col2): - f.write("%d %f %f " % (i, s1, s2)) - f.write("\n") - for i, w in enumerate(self.id2fword): - f.write("%d %s " % (i, w)) - f.write("\n") - for i, w in enumerate(self.id2eword): - f.write("%d %s " % (i, w)) - f.write("\n") - f.close() - - - def get_score(self, fword, eword, col): - cdef e_id, f_id, low, high, midpoint, val - #print "get_score fword=",fword,", eword=",eword,", col=",col - - if eword not in self.eword2id: - return None - if fword not in self.fword2id: - return None - f_id = self.fword2id[fword] - e_id = self.eword2id[eword] - low = self.f_index.arr[f_id] - high = self.f_index.arr[f_id+1] - while high - low > 0: - midpoint = (low+high)/2 - val = self.e_index.arr[midpoint] - if val == e_id: - if col == 0: - return self.col1.arr[midpoint] - if col == 1: - return self.col2.arr[midpoint] - if val > e_id: - high = midpoint - if val < e_id: - low = midpoint + 1 - return None - - - def write_text(self, filename): - """Note: does not guarantee writing the dictionary in the original order""" - cdef i, N, e_id, f_id - - f = open(filename, "w") - N = len(self.e_index) - f_id = 0 - for i from 0 <= i < N: - while self.f_index.arr[f_id+1] == i: - f_id = f_id + 1 - e_id = self.e_index.arr[i] - score1 = self.col1.arr[i] - score2 = self.col2.arr[i] - f.write("%s %s %.6f %.6f\n" % (self.id2fword[f_id], self.id2eword[e_id], score1, score2)) - f.close() - - diff --git a/sa-extract/cmath.pxd b/sa-extract/cmath.pxd deleted file mode 100644 index 3aaaa2a3..00000000 --- a/sa-extract/cmath.pxd +++ /dev/null @@ -1,2 +0,0 @@ -cdef extern from "math.h": - double log(double) diff --git a/sa-extract/cn.py b/sa-extract/cn.py deleted file mode 100644 index 6e45bcf9..00000000 --- a/sa-extract/cn.py +++ /dev/null @@ -1,164 +0,0 @@ -# cn.py -# Chris Dyer -# Copyright (c) 2006 University of Maryland. - -# vim:tabstop=4:autoindent:expandtab - -import sym -import log - -epsilon = sym.fromstring('*EPS*'); - -class CNStats(object): - def __init__(self): - self.read = 0 - self.colls = 0 - self.words = 0 - - def collect(self, cn): - self.read += 1 - self.colls += cn.get_length() - for col in cn.columns: - self.words += len(col) - - def __str__(self): - return "confusion net statistics:\n succ. read: %d\n columns: %d\n words: %d\n avg. words/column:\t%f\n avg. cols/sent:\t%f\n\n" % (self.read, self.colls, self.words, float(self.words)/float(self.colls), float(self.colls)/float(self.read)) - -class ConfusionNet(object): - def __init__(self, sent): - object.__init__(self) - if (len(sent.words) == 0): - self.columns = () - return # empty line, it happens - line = sent.words[0] - if (line.startswith("(((")): - if (len(sent.words) > 1): - log.write("Bad sentence: %s\n" % (line)) - assert(len(sent.words) == 1) # make sure there are no spaces in your confusion nets! - line = "((('',1.0,1),),"+line[1:len(line)-1]+"(('',1.0,1),))" - cols = eval(line) - res = [] - for col in cols: - x = [] - for alt in col: - costs = alt[1] - if (type(costs) != type((1,2))): - costs=(float(costs),) - j=[] - for c in costs: - j.append(float(c)) - cost = tuple(j) - spanlen = 1 - if (len(alt) == 3): - spanlen = alt[2] - x.append((sym.fromstring(alt[0],terminal=True), None, spanlen)) - res.append(tuple(x)) - self.columns = tuple(res) - else: # convert a string of input into a CN - res = []; - res.append(((sym.fromstring('',terminal=True), None, 1), )) - for word in sent.words: - res.append(((sym.fromstring(word,terminal=True), None, 1), )); # (alt=word, cost=0.0) - res.append(((sym.fromstring('',terminal=True), None, 1), )) - self.columns = tuple(res) - - def is_epsilon(self, position): - x = self.columns[position[0]][position[1]][0] - return x == epsilon - - def compute_epsilon_run_length(self, cn_path): - if (len(cn_path) == 0): - return 0 - x = len(cn_path) - 1 - res = 0 - ''' -1 denotes a non-terminal ''' - while (x >= 0 and cn_path[x][0] >= 0 and self.is_epsilon(cn_path[x])): - res += 1 - x -= 1 - return res - - def compute_cn_cost(self, cn_path): - c = None - for (col, row) in cn_path: - if (col >= 0): - if c is None: - c = self.columns[col][row][1].clone() - else: - c += self.columns[col][row][1] - return c - - def get_column(self, col): - return self.columns[col] - - def get_length(self): - return len(self.columns) - - def __str__(self): - r = "conf net: %d\n" % (len(self.columns),) - i = 0 - for col in self.columns: - r += "%d -- " % i - i += 1 - for alternative in col: - r += "(%s, %s, %s) " % (sym.tostring(alternative[0]), alternative[1], alternative[2]) - r += "\n" - return r - - def listdown(_columns, col = 0): - # output all the possible sentences out of the self lattice - # will be used by the "dumb" adaptation of lattice decoding with suffix array - result = [] - for entry in _columns[col]: - if col+entry[2]+1<=len(_columns) : - for suffix in self.listdown(_columns,col+entry[2]): - result.append(entry[0]+' '+suffix) - #result.append(entry[0]+' '+suffix) - else: - result.append(entry[0]) - #result.append(entry[0]) - return result - - def next(self,_columns,curr_idx, min_dist=1): - # can be used only when prev_id is defined - result = [] - #print "curr_idx=%i\n" % curr_idx - if curr_idx+min_dist >= len(_columns): - return result - for alt_idx in xrange(len(_columns[curr_idx])): - alt = _columns[curr_idx][alt_idx] - #print "checking %i alternative : " % alt_idx - #print "%s %f %i\n" % (alt[0],alt[1],alt[2]) - #print alt - if alt[2] "+ - "\n\nNote: -d,-s,-a, and -p are mutually exclusive") - parser.add_option("-d", "--data-array", - action="store_true", default=False, - dest="da", help="Compile file into data array (default)") - parser.add_option("-s", "--suffix-array", - action="store_true", default=False, - dest="sa", help="Compile file into suffix array") - parser.add_option("-a", "--alignment", - action="store_true", default=False, - dest="a", help="Compile file into alignment") - parser.add_option("-l", "--lexical", - action="store_true", default=False, - dest="l", help="Compile file into lex file") - parser.add_option("-x", "--compute_lexical", action="store", nargs=2, - dest="lex_args", help="Compute lex file from data", - metavar=" ") - parser.add_option("-p", "--parse", - action="store_true", default=False, - dest="p", help="Compile file into parse") - parser.add_option("-b", "--binary-infile", - action="store_true", default=False, - dest="bin", help="Input file is binary (default: text)") - parser.add_option("-t", "--text-outfile", - action="store_true", default=False, - dest="text", help="Output file is text (default: binary)") - parser.add_option("-e", "--enhanced-outfile", - action="store_true", default=False, - dest="enhanced", help="Output file is enhanced text (default: binary)") - parser.add_option("-r", action="store", nargs=7, - dest="precomp_args", help="Precompute collocations (Hiero only)", - metavar="max-len= max-nt= max-size= min-gap= rank1= rank2= sa=") - (options, args) = parser.parse_args() - - filetype_opts = [options.da, options.sa, options.a, options.p] - - if (len(filter(lambda x: x, filetype_opts))) > 1 or len(args) != 2: - parser.print_help() - sys.exit(1) - - (infilename, outfilename) = args - if options.bin: - bin = " binary" - else: - bin = "" - - start_time = monitor.cpu() - if options.precomp_args: - if options.bin: - obj = precomputation.Precomputation(infilename, from_binary=True) - else: - keys = set(["max-len", "max-nt", "max-size", "min-gap", "rank1", "rank2", "sa"]) - precomp_opts = {} - sys.stderr.write("Precomputing statistics for list %s\n" % infilename) - for pair in options.precomp_args: - (key, val) = pair.split("=") - if key in keys: - keys.remove(key) - if key != "sa": - val = int(val) - precomp_opts[key] = val - else: - sys.stderr.write("Unknown keyword arg %s for -r (must be one of: max-len, max-nt, max-size, min-gap, rank1, rank2)\n" % key) - return 1 - sa = csuf.SuffixArray(precomp_opts["sa"], True) - obj = precomputation.Precomputation(infilename, sa, - precompute_rank=precomp_opts["rank1"], - precompute_secondary_rank=precomp_opts["rank2"], - max_length=precomp_opts["max-len"], - max_nonterminals=precomp_opts["max-nt"], - train_max_initial_size=precomp_opts["max-size"], - train_min_gap_size=precomp_opts["min-gap"]) - elif options.sa: - sys.stderr.write("Reading %s as%s suffix array...\n" % (infilename, bin)) - obj = csuf.SuffixArray(infilename, options.bin) - elif options.a: - sys.stderr.write("Reading %s as%s alignment array...\n" % (infilename, bin)) - obj = calignment.Alignment(infilename, options.bin) - elif options.p: - sys.stderr.write("Reading %s as%s parse array...\n" % (infilename, bin)) - obj = parse.ParseArray(infilename, options.bin) - elif options.l: - sys.stderr.write("Reading %s as%s lex array...\n" % (infilename, bin)) - obj = clex.CLex(infilename, options.bin) - elif options.lex_args: - ffile = options.lex_args[0] - efile = options.lex_args[1] - sys.stderr.write("Computing lex array from:\n A=%s\n F=%s\n E=%s\n" % (infilename, ffile, efile)) - fsarray = csuf.SuffixArray(ffile, True) - earray = cdat.DataArray(efile, True) - aarray = calignment.Alignment(infilename, True) - obj = clex.CLex(aarray, from_data=True, earray=earray, fsarray=fsarray) - else: - sys.stderr.write("Reading %s as%s data array...\n" % (infilename, bin)) - obj = cdat.DataArray(infilename, options.bin) - - sys.stderr.write(" Total time for read: %f\n" % (monitor.cpu() - start_time)) - start_time = monitor.cpu() - if options.text: - sys.stderr.write("Writing text file %s...\n" % outfilename) - obj.write_text(outfilename) - elif options.enhanced: - sys.stderr.write("Writing enhanced text file %s...\n" % outfilename) - obj.write_enhanced(outfilename) - else: - sys.stderr.write("Writing binary file %s...\n" % outfilename) - obj.write_binary(outfilename) - sys.stderr.write("Finished.\n") - sys.stderr.write(" Total time for write: %f\n" % (monitor.cpu() - start_time)) - - mem_use = float(monitor.memory()) - metric = "B" - if mem_use / 1000 > 1: - mem_use /= 1000 - metric = "KB" - if mem_use / 1000 > 1: - mem_use /= 1000 - metric = "MB" - if mem_use / 1000 > 1: - mem_use /= 1000 - metric = "GB" - sys.stderr.write(" Memory usage: %.1f%s\n" % (mem_use, metric)) - - - -if __name__ == "__main__": - sys.exit(main(sys.argv)) diff --git a/sa-extract/context_model.py b/sa-extract/context_model.py deleted file mode 100644 index 8cb6c174..00000000 --- a/sa-extract/context_model.py +++ /dev/null @@ -1,234 +0,0 @@ -#!/usr/bin/env python -import sys -import model -import sym -import log -import math - -class ContextModel(model.Model): - '''A ContextModel is one that is computed using information - from the Context object''' - - def __init__(self, context_manager, default=0.0): - model.Model.__init__(self) - self.wordless = 0 - self.initial = None - self.default = default - self.context_manager = context_manager - self.id = self.context_manager.add_model(self) - - '''The next feature is true if the model depends in - some way on the entire input sentence; that is, if - it cannot be scored when created, but must be scored - no earlier than during the input method (note that - this is less strict than stateful)''' - self.contextual = True - ''' It may seem somewhat counterintuitive that a - ContextModel can be non-contextual, but a good - example is the rule probabilites; although these - are computed using the Context object, they don't - really depend in any way on context''' - - - '''inherited from model.Model, called once for each input sentence''' - def input(self, fwords, meta): - # all ContextModels must make this call - self.context_manager.input(self, fwords, meta) - - - '''This function will be called via the input method - only for contextual models''' - def compute_contextual_score(self, r): - return 0.0 - - '''This function is only called on rule creation for - contextless models''' - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - return 0.0 - - '''Stateless models should not need to - override this function, unless they define - something for model.TO_GOAL''' - def transition (self, r, antstates, i, j, j1=None): - return (None, 0.0) - - def estimate(self, r): - return r.getscore("context", self.id) - - def transition(self, r, antstates, i, j, j1=None): - return (None, r.getscore("context", self.id)) - - def finaltransition(self, state): - return 0.0 - - def rescore(self, ewords, score): - return score - - - -'''p(e|f)''' -class EgivenF(ContextModel): - - def __init__(self, context_manager, default=0.0): - ContextModel.__init__(self, context_manager) - self.contextual = False - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - prob = float(paircount)/float(fcount) - return -math.log10(prob) - -class CountEF(ContextModel): - - def __init__(self, context_manager, default=0.0): - ContextModel.__init__(self, context_manager) - self.contextual = False - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - return math.log10(1.0 + float(paircount)) - -class SampleCountF(ContextModel): - - def __init__(self, context_manager, default=0.0): - ContextModel.__init__(self, context_manager) - self.contextual = False - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - return math.log10(1.0 + float(fsample_count)) - - - -class EgivenFCoherent(ContextModel): - - def __init__(self, context_manager, default=0.0): - ContextModel.__init__(self, context_manager) - self.contextual = False - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - prob = float(paircount)/float(fsample_count) - #print "paircount=",paircount," , fsample_count=",fsample_count,", prob=",prob - if (prob == 0.0): return 99.0 - return -math.log10(prob) - - - -class CoherenceProb(ContextModel): - - def __init__(self, context_manager, default=0.0): - ContextModel.__init__(self, context_manager) - self.contextual = False - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - prob = float(fcount)/float(fsample_count) - return -math.log10(prob) - - - -class MaxLexEgivenF(ContextModel): - - def __init__(self, context_manager, ttable, col=0): - ContextModel.__init__(self, context_manager) - self.ttable = ttable - self.col = col - self.wordless = 0 - self.initial = None - self.contextual = False - - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - totalscore = 1.0 - fwords = map(sym.tostring, filter(lambda x: not sym.isvar(x), fphrase)) - fwords.append("NULL") - ewords = map(sym.tostring, filter(lambda x: not sym.isvar(x), ephrase)) - for e in ewords: - maxScore = 0.0 - for f in fwords: - score = self.ttable.get_score(f, e, self.col) - #print "score(MaxLexEgivenF) = ",score - if score > maxScore: - maxScore = score - totalscore *= maxScore - if totalscore == 0.0: - return 999 - else: - return -math.log10(totalscore) - - -class MaxLexFgivenE(ContextModel): - - def __init__(self, context_manager, ttable, col=1): - ContextModel.__init__(self, context_manager) - self.ttable = ttable - self.col = col - self.wordless = 0 - self.initial = None - self.contextual = False - - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - totalscore = 1.0 - fwords = map(sym.tostring, filter(lambda x: not sym.isvar(x), fphrase)) - ewords = map(sym.tostring, filter(lambda x: not sym.isvar(x), ephrase)) - ewords.append("NULL") - for f in fwords: - maxScore = 0.0 - for e in ewords: - score = self.ttable.get_score(f, e, self.col) - #print "score(MaxLexFgivenE) = ",score - if score > maxScore: - maxScore = score - totalscore *= maxScore - if totalscore == 0.0: - return 999 - else: - return -math.log10(totalscore) - - -class IsSingletonF(ContextModel): - - def __init__(self, context_manager, default=0.0): - ContextModel.__init__(self, context_manager) - self.contextual = False - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - return (fcount==1) - - -class IsSingletonFE(ContextModel): - - def __init__(self, context_manager, default=0.0): - ContextModel.__init__(self, context_manager) - self.contextual = False - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - return (paircount==1) - -class IsNotSingletonF(ContextModel): - - def __init__(self, context_manager, default=0.0): - ContextModel.__init__(self, context_manager) - self.contextual = False - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - return (fcount>1) - - -class IsNotSingletonFE(ContextModel): - - def __init__(self, context_manager, default=0.0): - ContextModel.__init__(self, context_manager) - self.contextual = False - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - return (paircount>1) - - -class IsFEGreaterThanZero(ContextModel): - - def __init__(self, context_manager, default=0.0): - ContextModel.__init__(self, context_manager) - self.contextual = False - - def compute_contextless_score(self, fphrase, ephrase, paircount, fcount, fsample_count): - return (paircount > 0.01) - - diff --git a/sa-extract/cstrmap.pxd b/sa-extract/cstrmap.pxd deleted file mode 100644 index 53becbc6..00000000 --- a/sa-extract/cstrmap.pxd +++ /dev/null @@ -1,12 +0,0 @@ -cdef extern from "strmap.h": - ctypedef struct StrMap - StrMap* stringmap_new() - void stringmap_delete(StrMap *vocab) - int stringmap_index(StrMap *vocab, char *s) - char* stringmap_word(StrMap *vocab, int i) - -cdef class StringMap: - cdef StrMap *vocab - cdef char *word(self, int i) - cdef int index(self, char *s) - diff --git a/sa-extract/cstrmap.pyx b/sa-extract/cstrmap.pyx deleted file mode 100644 index d3883ea5..00000000 --- a/sa-extract/cstrmap.pyx +++ /dev/null @@ -1,14 +0,0 @@ - -cdef class StringMap: - def __cinit__(self): - self.vocab = stringmap_new() - - def __dealloc__(self): - stringmap_delete(self.vocab) - - cdef char *word(self, int i): - return stringmap_word(self.vocab, i) - - cdef int index(self, char *s): - return stringmap_index(self.vocab, s) - diff --git a/sa-extract/csuf.pxd b/sa-extract/csuf.pxd deleted file mode 100644 index 972f0178..00000000 --- a/sa-extract/csuf.pxd +++ /dev/null @@ -1,12 +0,0 @@ -cimport cdat -cimport cintlist - -cdef class SuffixArray: - cdef cdat.DataArray darray - cdef cintlist.CIntList sa - cdef cintlist.CIntList ha - # cdef lookup(self, word, int offset, int low, int high) - cdef __lookup_helper(self, int word_id, int offset, int low, int high) - cdef __get_range(self, int word_id, int offset, int low, int high, int midpoint) - cdef int __search_low(self, int word_id, int offset, int low, int high) - cdef int __search_high(self, int word_id, int offset, int low, int high) diff --git a/sa-extract/csuf.pyx b/sa-extract/csuf.pyx deleted file mode 100644 index 2f0b1383..00000000 --- a/sa-extract/csuf.pyx +++ /dev/null @@ -1,322 +0,0 @@ -# csuf.pyx -# Defines suffix arrays that can be directly written to/read from disk in binary format -# Adam Lopez - -import sys -import log -import cdat -import cintlist -import monitor - -from libc.stdio cimport FILE, fclose, fopen - -cdef class SuffixArray: - - def __init__(self, filename, from_binary=False): - self.darray = cdat.DataArray() - self.sa = cintlist.CIntList() - self.ha = cintlist.CIntList() - if from_binary: - self.read_binary(filename) - else: - self.read_text(filename) - - - def __getitem__(self, i): - return self.sa.arr[i] - - - def getSentId(self, i): - return self.darray.getSentId(i) - - - def getSent(self, i): - return self.darray.getSent(i) - - - def getSentPos(self, loc): - return self.darray.getSentPos(loc) - - def read_text(self, filename): - '''Constructs suffix array using the algorithm - of Larsson & Sadahkane (1999)''' - cdef int V, N, i, j, h, a_i, n, current_run, skip - cdef cintlist.CIntList isa, word_count - - self.darray = cdat.DataArray(filename, from_binary=False, use_sent_id=True) - N = len(self.darray) - V = len(self.darray.id2word) - - self.sa = cintlist.CIntList(initial_len=N) - self.ha = cintlist.CIntList(initial_len=V+1) - - isa = cintlist.CIntList(initial_len=N) - word_count = cintlist.CIntList(initial_len=V+1) - - '''Step 1: bucket sort data''' - sort_start_time = monitor.cpu() - start_time = sort_start_time - for i from 0 <= i < N: - a_i = self.darray.data.arr[i] - word_count.arr[a_i] = word_count.arr[a_i] + 1 - - n = 0 - for i from 0 <= i < V+1: - self.ha.arr[i] = n - n = n + word_count.arr[i] - word_count.arr[i] = 0 - - for i from 0 <= i < N: - a_i = self.darray.data.arr[i] - self.sa.arr[self.ha.arr[a_i] + word_count.arr[a_i]] = i - isa.arr[i] = self.ha.arr[a_i + 1] - 1 # bucket pointer is last index in bucket - word_count.arr[a_i] = word_count.arr[a_i] + 1 - - '''Determine size of initial runs''' - current_run = 0 - for i from 0 <= i < V+1: - if i < V and self.ha.arr[i+1] - self.ha.arr[i] == 1: - current_run = current_run + 1 - else: - if current_run > 0: - self.sa.arr[self.ha.arr[i] - current_run] = -current_run - current_run = 0 - - sys.stderr.write(" Bucket sort took %f seconds\n" % (monitor.cpu() - sort_start_time)) - - '''Step 2: prefix-doubling sort''' - h = 1 - while self.sa.arr[0] != -N: - sort_start_time = monitor.cpu() - sys.stderr.write(" Refining, sort depth = %d\n" % (h,)) - i = 0 - skip = 0 - while i < N: - if self.sa.arr[i] < 0: - #sys.stderr.write("Skip from %d to %d\n" % (i, i-self.sa.arr[i]-1)) - skip = skip + self.sa.arr[i] - i = i - self.sa.arr[i] - else: - if skip < 0: - self.sa.arr[i+skip] = skip - skip = 0 - j = isa.arr[self.sa.arr[i]] - #sys.stderr.write("Process from %d to %d (%d, %d, %d)\n" % (i, j, self.sa.arr[i], self.darray.data.arr[self.sa.arr[i]], isa.arr[self.sa.arr[i]])) - self.q3sort(i, j, h, isa) - i = j+1 - if skip < 0: - self.sa.arr[i+skip] = skip - h = h * 2 - sys.stderr.write(" Refinement took %f seconds\n" % (monitor.cpu() - sort_start_time)) - - '''Step 3: read off suffix array from inverse suffix array''' - sys.stderr.write(" Finalizing sort...\n") - for i from 0 <= i < N: - j = isa.arr[i] - self.sa.arr[j] = i - sys.stderr.write("Suffix array construction took %f seconds\n" % (monitor.cpu() - start_time)) - - def q3sort(self, int i, int j, int h, cintlist.CIntList isa, pad=""): - '''This is a ternary quicksort. It divides the array into - three partitions: items less than the pivot, items equal - to pivot, and items greater than pivot. The first and last - of these partitions are then recursively sorted''' - cdef int k, midpoint, pval, phead, ptail, tmp - - if j-i < -1: - raise Exception("Unexpected condition found in q3sort: sort from %d to %d" % (i,j)) - if j-i == -1: # recursive base case -- empty interval - return - if (j-i == 0): # recursive base case -- singleton interval - isa.arr[self.sa.arr[i]] = i - self.sa.arr[i] = -1 - return - - # NOTE: choosing the first item as a pivot value resulted in - # stack overflow for some very large buckets. I think there - # is a natural bias towards order due the way the word ids are - # assigned; thus this resulted in the range to the left of the - # pivot being nearly empty. Therefore, choose the middle item. - # If the method of assigning word_id's is changed, this method - # may need to be reconsidered as well. - midpoint = (i+j)/2 - pval = isa.arr[self.sa.arr[midpoint] + h] - if i != midpoint: - tmp = self.sa.arr[midpoint] - self.sa.arr[midpoint] = self.sa.arr[i] - self.sa.arr[i] = tmp - phead = i - ptail = i - - # find the three partitions. phead marks the first element - # of the middle partition, and ptail marks the last element - for k from i+1 <= k < j+1: - if isa.arr[self.sa.arr[k] + h] < pval: - if k > ptail+1: - tmp = self.sa.arr[phead] - self.sa.arr[phead] = self.sa.arr[k] - self.sa.arr[k] = self.sa.arr[ptail+1] - self.sa.arr[ptail+1] = tmp - else: # k == ptail+1 - tmp = self.sa.arr[phead] - self.sa.arr[phead] = self.sa.arr[k] - self.sa.arr[k] = tmp - phead = phead + 1 - ptail = ptail + 1 - else: - if isa.arr[self.sa.arr[k] + h] == pval: - if k > ptail+1: - tmp = self.sa.arr[ptail+1] - self.sa.arr[ptail+1] = self.sa.arr[k] - self.sa.arr[k] = tmp - ptail = ptail + 1 - - # recursively sort smaller suffixes - self.q3sort(i, phead-1, h, isa, pad+" ") - - # update suffixes with pivot value - # corresponds to update_group function in Larsson & Sadakane - for k from phead <= k < ptail+1: - isa.arr[self.sa.arr[k]] = ptail - if phead == ptail: - self.sa.arr[phead] = -1 - - # recursively sort larger suffixes - self.q3sort(ptail+1, j, h, isa, pad+" ") - - - def write_text(self, filename): - self.darray.write_text(filename) - - - def read_binary(self, filename): - cdef FILE *f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "r") - self.darray.read_handle(f) - self.sa.read_handle(f) - self.ha.read_handle(f) - fclose(f) - - - def write_binary(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "w") - self.darray.write_handle(f) - self.sa.write_handle(f) - self.ha.write_handle(f) - fclose(f) - - - def write_enhanced(self, filename): - f = open(filename, "w") - self.darray.write_enhanced_handle(f) - for a_i in self.sa: - f.write("%d " % a_i) - f.write("\n") - for w_i in self.ha: - f.write("%d " % w_i) - f.write("\n") - f.close() - - - cdef int __search_high(self, int word_id, int offset, int low, int high): - cdef int midpoint - - if low >= high: - return high - midpoint = (high + low) / 2 - if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: - return self.__search_high(word_id, offset, midpoint+1, high) - else: - return self.__search_high(word_id, offset, low, midpoint) - - - cdef int __search_low(self, int word_id, int offset, int low, int high): - cdef int midpoint - - if low >= high: - return high - midpoint = (high + low) / 2 - if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: - return self.__search_low(word_id, offset, low, midpoint) - else: - return self.__search_low(word_id, offset, midpoint+1, high) - - - cdef __get_range(self, int word_id, int offset, int low, int high, int midpoint): - return (self.__search_low(word_id, offset, low, midpoint), - self.__search_high(word_id, offset, midpoint, high)) - - - cdef __lookup_helper(self, int word_id, int offset, int low, int high): - cdef int midpoint - - if offset == 0: - return (self.ha.arr[word_id], self.ha.arr[word_id+1]) - if low >= high: - return None - - midpoint = (high + low) / 2 - if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: - return self.__get_range(word_id, offset, low, high, midpoint) - if self.darray.data.arr[self.sa.arr[midpoint] + offset] > word_id: - return self.__lookup_helper(word_id, offset, low, midpoint) - else: - return self.__lookup_helper(word_id, offset, midpoint+1, high) - - - def lookup(self, word, int offset, int low, int high): - cdef int wordid - if low == -1: - low = 0 - if high == -1: - high = len(self.sa) - if word in self.darray.word2id: - word_id = self.darray.word2id[word] - return self.__lookup_helper(word_id, offset, low, high) - else: - return None - - - - def print_sa(self, isa): - '''Slow; Use only in case of emergency''' - cdef int i, j, k, N - cdef cintlist.CIntList tmp_sa - - N = len(self.sa) - for i from 0 <= i < N: - sys.stderr.write("%2d " % i) - sys.stderr.write("\n") - for i from 0 <= i < N: - sys.stderr.write("%2d " % self.darray.data.arr[i]) - sys.stderr.write("\n") - for i from 0 <= i < N: - sys.stderr.write("%2d " % isa.arr[i]) - sys.stderr.write("\n\n\n") - - # Recover partially sorted array - tmp_sa = cintlist.CIntList(initial_len=N) - for i from 0 <= i < N: - j = isa.arr[i] - tmp_sa.arr[j] = i - for i from 0 <= i < N: - if self.sa.arr[i] > 0: - tmp_sa.arr[i] = self.sa.arr[i] - - for i from 0 <= i < N: - j = tmp_sa.arr[i] - sys.stderr.write("%2d %2d | " % (i, self.sa.arr[i])) - for k from j <= k < N: - sys.stderr.write("%2d " % self.darray.data.arr[k]) - sys.stderr.write("\n") - sys.stderr.write("\n") - - - - - diff --git a/sa-extract/cveb.pxd b/sa-extract/cveb.pxd deleted file mode 100644 index 8967f8e3..00000000 --- a/sa-extract/cveb.pxd +++ /dev/null @@ -1,15 +0,0 @@ -cdef struct _VEB: - int top_universe_size - int num_bottom_bits - int max_val - int min_val - int size - void* top - void** bottom - - -cdef class VEB: - cdef _VEB* veb - cdef int _findsucc(self, int i) - cdef int _insert(self, int i) - cdef int _first(self) diff --git a/sa-extract/cveb.pyx b/sa-extract/cveb.pyx deleted file mode 100644 index ca87becc..00000000 --- a/sa-extract/cveb.pyx +++ /dev/null @@ -1,390 +0,0 @@ -#!/usr/bin/env python2.4 -'''This module implements a partial stratified tree (van Emde Boas, 1977). -Only insert findsucc, __iter__, and __contains__ are implemented. -Delete is currently not supported. -There is very little error-checking in this code -- it is designed -to be used in the limited situation described in Lopez (EMNLP-CoNLL 2007), -which doesn't cover all of the possible ways that you could misuse it -(e.g. trying to insert a key larger than the universe size) -Other notes -- this code is really rather ugly C code masquerading as -Pyrex/Python. Virtual function calls are bypassed by hand in several -places for the sake of efficiency, and other Python niceties are -removed for the same reason.''' - -from libc.stdlib cimport malloc, free -from libc.math cimport log, ceil -from libc.string cimport memset - -cdef int MIN_BOTTOM_SIZE -cdef int MIN_BOTTOM_BITS - -MIN_BOTTOM_SIZE = 32 -MIN_BOTTOM_BITS = 5 - -cdef int lower_mask[32] -cdef int i, mask - -for i from 0 <= i < MIN_BOTTOM_SIZE: - mask = (mask << 1) + 1 - lower_mask[i] = mask - - -cdef struct _BitSet: - long bitset - int min_val - int max_val - int size - - -cdef _BitSet* new_BitSet(): - cdef _BitSet* b - - b = <_BitSet*> malloc(sizeof(_BitSet)) - b.bitset = 0 - b.min_val = -1 - b.max_val = -1 - b.size = 0 - return b - - -cdef int bitset_findsucc(_BitSet* b, int i): - cdef int bitset, mask - cdef int low, high, mid - - if b.max_val == -1 or i >= b.max_val: - return -1 - if i < b.min_val: - return b.min_val - - bitset = b.bitset & ~lower_mask[i] - low = i+1 - high = b.max_val+1 - while low < high-1: - mid = (high + low)/2 - mask = ~(lower_mask[high-1] ^ lower_mask[mid-1]) - if bitset & mask == 0: - low = mid - else: - bitset = bitset & mask - high = mid - return low - - -cdef int bitset_insert(_BitSet* b, int i): - cdef int val - - val = 1 << i - if b.bitset & val == 0: - b.bitset = b.bitset | val - if b.size == 0: - b.min_val = i - b.max_val = i - else: - if i < b.min_val: - b.min_val = i - if i > b.max_val: - b.max_val = i - b.size = b.size + 1 - return 1 - return 0 - - -cdef int bitset_contains(_BitSet* b, int i): - cdef int val - - val = 1 << i - if b.bitset & val == 0: - return 0 - else: - return 1 - - -cdef class BitSetIterator: - cdef _BitSet* b - cdef int next_val - - def __next__(self): - cdef int ret_val - - if self.next_val == -1: - raise StopIteration() - ret_val = self.next_val - self.next_val = bitset_findsucc(self.b, ret_val) - return ret_val - - - -# This is a Python wrapper class to give access to the -# (entirely C-implemented) _BitSet struct. -# Very slow; use only for debugging -cdef class BitSet: - - cdef _BitSet* b - - def __cinit__(self): - self.b = new_BitSet() - - def __dealloc__(self): - free(self.b) - - def __iter__(self): - cdef BitSetIterator it - it = BitSetIterator() - it.b = self.b - it.next_val = self.b.min_val - return it - - def insert(self, i): - return bitset_insert(self.b, i) - - def findsucc(self, i): - return bitset_findsucc(self.b, i) - - def __str__(self): - return dec2bin(self.b.bitset)+" ("+str(self.b.size)+","+str(self.b.min_val)+","+str(self.b.max_val)+")" - - def min(self): - return self.b.min_val - - def max(self): - return self.b.max_val - - def __len__(self): - return self.b.size - - def __contains__(self, i): - return bool(bitset_contains(self.b, i)) - - -def dec2bin(i): - cdef d - result = "" - for d from 0 <= d < MIN_BOTTOM_SIZE: - if i & lower_mask[0] == 0: - result = "0"+result - else: - result = "1"+result - i = i >> 1 - return result - - -cdef _VEB* new_VEB(int n): - cdef _VEB* veb - cdef int num_bits, num_top_bits, i - - veb = <_VEB*> malloc(sizeof(_VEB)) - - num_bits = int(ceil(log(n) / log(2))) - veb.num_bottom_bits = num_bits/2 - if veb.num_bottom_bits < MIN_BOTTOM_BITS: - veb.num_bottom_bits = MIN_BOTTOM_BITS - veb.top_universe_size = (n >> veb.num_bottom_bits) + 1 - - veb.bottom = malloc(veb.top_universe_size * sizeof(void*)) - memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*)) - - if veb.top_universe_size > MIN_BOTTOM_SIZE: - veb.top = new_VEB(veb.top_universe_size) - else: - veb.top = new_BitSet() - - veb.max_val = -1 - veb.min_val = -1 - veb.size = 0 - return veb - - -cdef int VEB_insert(_VEB* veb, int i): - cdef _VEB* subv - cdef _BitSet* subb - cdef int a, b, tmp - - if veb.size == 0: - veb.min_val = i - veb.max_val = i - elif i == veb.min_val or i == veb.max_val: - return 0 - else: - if i < veb.min_val: - tmp = i - i = veb.min_val - veb.min_val = tmp - a = i >> veb.num_bottom_bits - b = i & lower_mask[veb.num_bottom_bits-1] - if veb.bottom[a] == NULL: - if veb.top_universe_size > MIN_BOTTOM_SIZE: - subv = <_VEB*> veb.top - VEB_insert(subv, a) - else: - subb = <_BitSet*> veb.top - bitset_insert(subb, a) - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) - else: - veb.bottom[a] = new_BitSet() - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - subv = <_VEB*> veb.bottom[a] - if VEB_insert(subv, b) == 0: - return 0 - else: - subb = <_BitSet*> veb.bottom[a] - if bitset_insert(subb, b) == 0: - return 0 - - if i > veb.max_val: - veb.max_val = i - veb.size = veb.size + 1 - return 1 - - -cdef del_VEB(_VEB* veb): - cdef int i - - if veb.top_universe_size > MIN_BOTTOM_SIZE: - i = (<_VEB*> veb.top).min_val - else: - i = (<_BitSet*> veb.top).min_val - - while i != -1: - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - del_VEB(<_VEB*> veb.bottom[i]) - else: - free(<_BitSet*> veb.bottom[i]) - - if veb.top_universe_size > MIN_BOTTOM_SIZE: - i = VEB_findsucc(<_VEB*> veb.top, i) - else: - i = bitset_findsucc(<_BitSet*> veb.top, i) - - if veb.top_universe_size > MIN_BOTTOM_SIZE: - del_VEB(<_VEB*> veb.top) - else: - free(<_BitSet*> veb.top) - free(veb.bottom) - free(veb) - - -cdef int VEB_findsucc(_VEB* veb, int i): - cdef _VEB* subv - cdef _BitSet* subb - cdef int a, b, j, c, found - - if veb.max_val == -1 or i>=veb.max_val: - return -1 - if i < veb.min_val: - return veb.min_val - - a = i >> veb.num_bottom_bits - b = i & lower_mask[veb.num_bottom_bits-1] - found = 0 - if veb.bottom[a] != NULL: - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - subv = <_VEB*> veb.bottom[a] - if subv.max_val > b: - j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) - found = 1 - else: - subb = <_BitSet*> veb.bottom[a] - if subb.max_val > b: - j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) - found = 1 - if found==0: - if veb.top_universe_size > MIN_BOTTOM_SIZE: - subv = <_VEB*> veb.top - c = VEB_findsucc(subv, a) - else: - subb = <_BitSet*> veb.top - c = bitset_findsucc(subb, a) - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - subv = <_VEB*> veb.bottom[c] - j = (c << veb.num_bottom_bits) + subv.min_val - else: - subb = <_BitSet*> veb.bottom[c] - j = (c << veb.num_bottom_bits) + subb.min_val - return j - - -cdef int VEB_contains(_VEB* veb, int i): - cdef _VEB* subv - cdef _BitSet* subb - cdef int a, b - - if veb.size == 0 or i < veb.min_val or i > veb.max_val: - return 0 - - if veb.min_val == i: - return 1 - else: - if veb.size == 1: - return 0 - - a = i >> veb.num_bottom_bits - b = i & lower_mask[veb.num_bottom_bits-1] - if veb.bottom[a] == NULL: - return 0 - else: - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - subv = <_VEB*> veb.bottom[a] - return VEB_contains(subv, b) - else: - subb = <_BitSet*> veb.bottom[a] - return bitset_contains(subb, b) - - -cdef class VEBIterator: - cdef _VEB* v - cdef int next_val - - def __next__(self): - cdef int ret_val - - if self.next_val == -1: - raise StopIteration() - ret_val = self.next_val - self.next_val = VEB_findsucc(self.v, ret_val) - return ret_val - - -cdef class VEB: - - def __init__(self, size): - pass - - def __cinit__(self, int size): - self.veb = new_VEB(size) - - def __dealloc__(self): - del_VEB(self.veb) - - def __iter__(self): - cdef VEBIterator it - it = VEBIterator() - it.v = self.veb - it.next_val = self.veb.min_val - return it - - def insert(self, i): - return VEB_insert(self.veb, i) - - cdef int _insert(self, int i): - return VEB_insert(self.veb, i) - - def findsucc(self, i): - return VEB_findsucc(self.veb, i) - - cdef int _first(self): - return self.veb.min_val - - cdef int _findsucc(self, int i): - return VEB_findsucc(self.veb, i) - - def __len__(self): - return self.veb.size - - def __contains__(self, i): - return VEB_contains(self.veb, i) - - - - - diff --git a/sa-extract/escape-testset.pl b/sa-extract/escape-testset.pl deleted file mode 100755 index 02fd7445..00000000 --- a/sa-extract/escape-testset.pl +++ /dev/null @@ -1,35 +0,0 @@ -#!/usr/bin/perl -w - -use utf8; -use strict; - -binmode(STDIN,":utf8"); -binmode(STDOUT,":utf8"); - -my @fh = (); -if (scalar @ARGV == 0) { - push @fh, \*STDIN; -} else { - for my $file (@ARGV) { - my $f; - open $f, "<$file" or die "Can't read $file: $!\n"; - binmode $f, ":utf8"; - push @fh, $f; - } -} - -my $id = -1; -for my $f (@fh) { - while(<$f>) { - chomp; - die "Empty line in test set" if /^\s*$/; - die "Please remove tags from input:\n$_" if /^\s*/\>/g; - print " $_ \n"; - } -} - - diff --git a/sa-extract/example/README b/sa-extract/example/README deleted file mode 100644 index f6eac52b..00000000 --- a/sa-extract/example/README +++ /dev/null @@ -1,8 +0,0 @@ -Commands to compile a corpus and extract some grammars -====================================================== - -# compile -../sa-compile.pl -b nc=corpus.de.gz,corpus.en.gz -a gdfa=corpus.align.gz > extract.ini -# extract -cat test.de | ../escape-testset.pl | ../extractor.py -c extract.ini - diff --git a/sa-extract/example/corpus.align.gz b/sa-extract/example/corpus.align.gz deleted file mode 100644 index 741de7e4..00000000 Binary files a/sa-extract/example/corpus.align.gz and /dev/null differ diff --git a/sa-extract/example/corpus.de.gz b/sa-extract/example/corpus.de.gz deleted file mode 100644 index 0d66470a..00000000 Binary files a/sa-extract/example/corpus.de.gz and /dev/null differ diff --git a/sa-extract/example/corpus.en.gz b/sa-extract/example/corpus.en.gz deleted file mode 100644 index 28cb5c58..00000000 Binary files a/sa-extract/example/corpus.en.gz and /dev/null differ diff --git a/sa-extract/example/test.de b/sa-extract/example/test.de deleted file mode 100644 index 8923329f..00000000 --- a/sa-extract/example/test.de +++ /dev/null @@ -1,10 +0,0 @@ -dies ist der richtige ansatz für diejenigen in chinas politischer führung , die aus der who den maximalen nutzen für die unterstützung der inneren reform ziehen wollen . -taiwan hat sich auch vorgenommen , konstruktiv zu sein - wenn china mitspielt . -die stadt staaten hongkong und singapur verfolgen eine klarsichtige who - politik und konzentrieren sich auf markt zugänge und starke regeln . -malaysia und thailand sind auch recht aktiv innerhalb der who , mit verschiedenen positionen , die vom frei handel bis zum protektionismus reichen . -indonesien und die philippinen sind schwächer , überwältigt von politischer zusammen hanglosigkeit und ganz in anspruch genommen von den anstrengungen , das schlimmste zu hause zu verhüten , so dass nur geringe kräfte übrig bleiben , mit der stets anschwellenden und immer komplizierteren agenda der who fertig zu werden . -die who steht vor einer wichtigen entscheidung . -sie muss dringend den handel progressiv liberalisieren . -eine starke führung seitens der usa ist erforderlich , damit die who in diese richtung gebracht werden kann und man gleichzeitig vermeidet , die zukunft nach dem muster der eu zu gestalten ( regel wucherung ) oder nach dem muster der uno ( macht lose gespräch runde ) . -dies geschieht sicher besser unter bush , mit einem klaren bekenntnis zum offenen markt und einer aktiveren außen politik , als es unter irgendeiner demokratischen alternative geschehen könnte . -robert zoellick , präsident bushs handel beauftragter , braucht aber verbündete . diff --git a/sa-extract/example/test.ref.en b/sa-extract/example/test.ref.en deleted file mode 100644 index e50edcac..00000000 --- a/sa-extract/example/test.ref.en +++ /dev/null @@ -1,10 +0,0 @@ -this is the right approach for those in china 's leadership who wish to extract maximum benefits from the wto to bolster domestic reform . -taiwan is also set to play a constructive role -- if mainland china plays along . -the city states , hong kong and singapore , have clear - sighted wto policies , focusing on market access and strong rules . -malaysia and thailand are also fairly active in the wto , with a mix of free - market and protectionist positions . -indonesia and the philippines are weaker , overwhelmed by policy incoherence and fire - fighting at home , and with insufficient capacity to deal with the wto 's burgeoning and increasingly complicated agenda . -the wto is at a crossroads . -it sorely needs to liberalize trade progressively . -strong us leadership is required to push the wto in this direction while avoiding an eu - style future ( regulatory overload ) or a un - style future ( an irrelevant talking shop ) . -this is more likely under a bush administration with better open - market credentials and a more assertive foreign policy than any democratic alternative . -however , robert zoellick , president bush 's trade representative , needs allies . diff --git a/sa-extract/extract.ini b/sa-extract/extract.ini deleted file mode 100644 index 56913245..00000000 --- a/sa-extract/extract.ini +++ /dev/null @@ -1,116 +0,0 @@ -# This .ini file extracts grammars to a file using -# the pattern matching infrastructure. -# -# Does not do any decoding. -# -# Variables can be set using sa-system.pl -# -# Usage: decoder.py -c [-x ] -# -# If the -x option is used, grammar will be written to the -# specified file, otherwise it is written to $PWD/grammar.out -# -# NOTE: all information about rules is cached, so use generous -# memory limits (rules themselves are not cached.) - -import os -import manager -import clex -import context_model -import rulefactory -import calignment -import sys - -out_grammar_file = "grammar.out" -if opts.extra: - out_grammar_file = opts.extra - -# *** these variables written by sa-system.pl. Do not modify *** -lm_file = "/tmp/sa-redpony/de-en/lm/lm/lm.gz" -f_sa_file = "/tmp/sa-redpony/de-en/bitext/soseos.vc/f.sa.bin" -e_file = "/tmp/sa-redpony/de-en/bitext/soseos.vc/e.bin" -a_file = "/tmp/sa-redpony/de-en/bitext/soseos.vc/a/gdfa/a.bin" -lex_file = "/tmp/sa-redpony/de-en/bitext/soseos.vc/a/gdfa/lex.bin" -max_len = 5 -max_nt = 2 -max_size=10 -min_gap=1 -rank1 = 100 -rank2 = 10 -precompute_file = "/tmp/sa-redpony/de-en/bitext/soseos.vc/precomp.5.2.10.1.100.10.bin" - -# check for path errors -if not os.path.exists(f_sa_file): - raise Exception("Cannot find compiled source language suffix array file %s" % f_sa_file) -if not os.path.exists(e_file): - raise Exception("Cannot find compiled target language array file %s" % e_file) -if not os.path.exists(a_file): - raise Exception("Cannot find compiled alignment file %s" % a_file) -if not os.path.exists(lex_file): - raise Exception("Cannot find compiled lexical weights file %s" % lex_file) -if not os.path.exists(precompute_file): - log.writeln("Could not find precomputed collocations %s, decoding will be slower" % precompute_file) - precompute_file = None - -### Output options -mark_phrases = False # show derivation as SGML markup in output -mert_mark_phrases = False # do the same when generating n-best lists (don't use this with minimum error rate training!) - -# Verbosity. 0 = silent, 1 = normal, 2-5 = verbose -log.level = 1 -log.file = sys.stderr - -# pattern-matching stuff -class PhonyGrammar: # saves us the cost of keeping the rules around - def add(self, thing): - pass - -local_grammar = PhonyGrammar() -xcat="X" - -cm = manager.ContextManager( - f_sa_file, - e_file, - sampler=rulefactory.Sampler(300), # lower=faster, higher=better; improvements level off above 200-300 range, -1 = don't sample, use all data (VERY SLOW!) - rulefactory=rulefactory.HieroCachingRuleFactory( - alignment=calignment.Alignment( # compiled alignment object (REQUIRED) - a_file, - from_binary=True - ), - category="["+xcat+"]", # name of generic nonterminal used by Hiero - grammar=local_grammar, # do not change for extraction - max_chunks=None, # maximum number of contiguous chunks of terminal symbols in RHS of a rule. If None, defaults to max_nonterminals+1 - max_initial_size=15, # maximum span of a grammar rule in TEST DATA - max_length=max_len, # maximum number of symbols (both T and NT) allowed in a rule - max_nonterminals=max_nt, # maximum number of nonterminals allowed in a rule (set >2 at your own risk) - max_target_chunks=None, # maximum number of contiguous chunks of terminal symbols in target-side RHS of a rule. If None, defaults to max_nonterminals+1 - max_target_length=None, # maximum number of target side symbols (both T and NT) allowed in a rule. If None, defaults to max_initial_size - min_gap_size=1, # minimum span of a nonterminal in the RHS of a rule in TEST DATA - precompute_file=precompute_file, # filename of file containing precomputed collocations - precompute_secondary_rank=rank2, # maximum frequency rank of patterns used to compute triples (don't set higher than 20). - precompute_rank=rank1, # maximum frequency rank of patterns used to compute collocations (no need to set higher than maybe 200-300) - require_aligned_terminal=True, # require extracted rules to have at least one aligned word - require_aligned_chunks=False, # require each contiguous chunk of extracted rules to have at least one aligned word - per_sentence_grammar=True, # generate a complete grammar for each input sentence - rule_file=out_grammar_file, # grammar is written to this file (sentence id is added to file name for per sentence grammars) - train_max_initial_size=max_size, # maximum span of a grammar rule extracted from TRAINING DATA - train_min_gap_size=min_gap, # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA - tight_phrases=True, # True if phrases should be tight, False otherwise (False seems to give better results but is slower) - ), - from_binary=True - ) - -# lexical weighting tables -tt = clex.CLex(lex_file, from_binary=True) - -# Only include features that depend on rule identity here -add_model(context_model.EgivenFCoherent(cm), 0.125) -add_model(context_model.SampleCountF(cm), 0.125) -add_model(context_model.CountEF(cm), 0.125) -add_model(context_model.MaxLexFgivenE(cm, tt), 0.125) -add_model(context_model.MaxLexEgivenF(cm, tt), 0.125) -add_model(context_model.IsSingletonF(cm), 0.125) -add_model(context_model.IsSingletonFE(cm), 0.125) - -# grammars, search parameters and all that other stuff are irrelevant - diff --git a/sa-extract/extractor.py b/sa-extract/extractor.py deleted file mode 100755 index 9d66ebf0..00000000 --- a/sa-extract/extractor.py +++ /dev/null @@ -1,60 +0,0 @@ -#!/usr/bin/env python - -# vim:expandtab:shiftwidth=4 - -import sys, gc, monitor, sgml -import optparse -import model -import log -import cn - -models = [] - -def add_model(m,w=0.0): - models.append(m) - -def extract_grammar(input): - confnet = cn.ConfusionNet(input) - meta = input.meta - for m in models: - m.input(confnet.columns, meta) - -if __name__ == "__main__": - optparser = optparse.OptionParser() - optparser.add_option("-c", "--config", dest="config", help="configuration module") - optparser.add_option("-x", "--extra", dest="extra", help="output grammar name override") - (opts,args) = optparser.parse_args() - - if opts.config is None: - raise ValueError, "You must specify a configuration file." - else: - if log.level >= 1: - log.write("Reading configuration from %s\n" % opts.config) - execfile(opts.config) - - if len(args) >= 1 and args[0] != "-": - input_file = file(args[0], "r") - else: - input_file = sys.stdin - - if len(args) >= 2 and args[1] != "-": - output_file = file(args[1], "w") - else: - output_file = sys.stdout - - gc.collect() - if log.level >= 1: - log.write("all structures loaded, memory %s, time %s\n" % (monitor.memory(), monitor.cpu())) - log.write("models: %s\n" % (" ".join(str(x.name) for x in models))) - - sents = sgml.read_raw(input_file) - for sent in sents: - mark = sent.getmark() - if mark is not None: - (tag, attrs) = mark - if tag == "seg": - sent.unmark() - dattrs = sgml.attrs_to_dict(attrs) - sent.meta = attrs - extract_grammar(sent) - diff --git a/sa-extract/lcp.pyx b/sa-extract/lcp.pyx deleted file mode 100644 index a992d3ee..00000000 --- a/sa-extract/lcp.pyx +++ /dev/null @@ -1,113 +0,0 @@ -#!/usr/bin/env python2.4 - -'''Compute LCP array for a suffix array using the Kasai et al. algorithm''' -'''Can also be used to compute statistics such -as k most frequent n-grams''' - -import sys - -cimport cintlist -cimport csuf -cimport cdat -cimport cveb - -cdef class LCP: - - cdef csuf.SuffixArray sa - cdef cintlist.CIntList lcp - - def __init__(self, sa): - self._construct(sa) - - cdef _construct(self, csuf.SuffixArray sa): - cdef int i, k, j, h, n - cdef cintlist.CIntList rank - - sys.stderr.write("Constructing LCP array\n") - self.sa = sa - n = self.sa.sa.len - self.lcp = cintlist.CIntList(initial_len=n) - - rank = cintlist.CIntList(initial_len=n) - for i from 0 <= i < n: - rank.arr[sa.sa.arr[i]] = i - - h = 0 - for i from 0 <= i < n: - k = rank.arr[i] - if k == 0: - self.lcp.arr[k] = -1 - else: - j = sa.sa.arr[k-1] - while i+h < n and j+h < n and sa.darray.data.arr[i+h] == sa.darray.data.arr[j+h]: - h = h+1 - self.lcp.arr[k] = h - if h > 0: - h = h-1 - sys.stderr.write("LCP array completed\n") - - - def compute_stats(self, max_n): - self._compute_stats(max_n) - - cdef _compute_stats(self, int max_n): - '''Note: the output of this function is not exact. In - particular, the frequency associated with each word is - not guaranteed to be correct. This is due to a bit of - laxness in the design; the function is intended only to - obtain a list of the most frequent words; for this - purpose it is perfectly fine''' - cdef int i, ii, iii, j, k, h, n, N, rs, freq, valid - cdef cintlist.CIntList run_start - cdef cintlist.CIntList ngram_start - cdef cveb.VEB veb - - N = self.sa.sa.len - - ngram_starts = [] - for n from 0 <= n < max_n: - ngram_starts.append(cintlist.CIntList(initial_len=N)) - - run_start = cintlist.CIntList(initial_len=max_n) - veb = cveb.VEB(N) - - for i from 0 <= i < N: - h = self.lcp.arr[i] - if h < 0: - h = 0 - for n from h <= n < max_n: - rs = run_start.arr[n] - run_start.arr[n] = i - freq = i - rs - if freq > 1000: # arbitrary, but see note below - veb._insert(freq) - ngram_start = ngram_starts[n] - while ngram_start.arr[freq] > 0: - freq = freq + 1 # cheating a bit, should be ok for sparse histogram - ngram_start.arr[freq] = rs - i = veb.veb.min_val - while i != -1: - ii = veb._findsucc(i) - for n from 0 <= n < max_n: - ngram_start = ngram_starts[n] - iii = i - rs = ngram_start.arr[iii] - while (ii==-1 or iii < ii) and rs != 0: - j = self.sa.sa.arr[rs] - valid = 1 - for k from 0 <= k < n+1: - if self.sa.darray.data.arr[j+k] < 2: - valid = 0 - if valid: - ngram = "" - for k from 0 <= k < n+1: - ngram= ngram+ self.sa.darray.id2word[self.sa.darray.data.arr[j+k]] + " " - print i, n+1, ngram - iii = iii + 1 - rs = ngram_start.arr[iii] - i = ii - - - - - diff --git a/sa-extract/lcp_ops.py b/sa-extract/lcp_ops.py deleted file mode 100755 index 9df6e82a..00000000 --- a/sa-extract/lcp_ops.py +++ /dev/null @@ -1,52 +0,0 @@ -#!/usr/bin/env python - -import lcp -import sys -import optparse -import csuf - -'''Run various computations using the LCP array''' -def main(): - - optparser = optparse.OptionParser() -# optparser.add_option("-c", "--config", dest="config", help="configuration module") - optparser.add_option("-s", "--sa-check", dest="sa_check", default=False, action="store_true") - optparser.add_option("-l", "--lcp-check", dest="lcp_check", default=False, action="store_true") - optparser.add_option("-t", "--stats", dest="stats", default=0, type="int", action="store") - optparser.add_option("-u", "--unigram", dest="uni_check", default=False, action="store_true") - optparser.add_option("-r", "--report-long-lcps", dest="long_lcp", type="int", default=0, action="store") - (opts,args) = optparser.parse_args() - - if len(args) < 1: - print >>sys.stderr, "Usage: lcp.py [opts] " - sys.exit(1) - - safile = args[0] - sa = csuf.SuffixArray(safile, from_binary=True) - -# if opts.sa_check: -# check_sufarray(sa) - - l = lcp.LCP(sa) - - if opts.lcp_check: - print >>sys.stderr, "Checking LCP Array..." - l.check() - print >>sys.stderr, "Check finished" - - if opts.stats > 0: - l.compute_stats(opts.stats) - -# if opts.uni_check: -# if lcp is None: -# lcp = LCP(sa) -# unigram_stats(sa, lcp) -# -# if opts.long_lcp: -# if lcp is None: -# lcp = LCP(sa, opts.long_lcp) - -if __name__ == "__main__": - sys.exit(main()) - - diff --git a/sa-extract/log.py b/sa-extract/log.py deleted file mode 100644 index d4f96cb4..00000000 --- a/sa-extract/log.py +++ /dev/null @@ -1,18 +0,0 @@ -import sys - -level = 1 -file = sys.stderr - -def writeln(s="", l=0): - if level >= l: - file.write("%s\n" % s) - file.flush() - -def write(s, l=0): - if level >= l: - file.write(s) - file.flush() - - - - diff --git a/sa-extract/manager.py b/sa-extract/manager.py deleted file mode 100644 index 3a079c2a..00000000 --- a/sa-extract/manager.py +++ /dev/null @@ -1,100 +0,0 @@ -import csuf -import cdat -import cintlist - -class Sampler(object): - '''A Sampler implements a logic for choosing - samples from a population range''' - - def __init__(self): - pass - - def registerContext(self, context_manager): - self.context_manager = context_manager - - def sample(self, phrase_location): - return cintlist.CIntList() - - -class Extractor(object): - '''Extractor is responsible for extracting rules - from a given context; once a sentence id/location - is found for the source fwords, extractor is - responsible for producing any matching rule(s). - Optionally, extractor may return an empty list''' - - def __init__(self): - pass - - def registerContext(self, context_manager): - self.context_manager = context_manager - - def extract(self, fwords, loc): - return [] - - - -class RuleFactory(object): - '''RuleFactory is a class that manages the - generation of translation rules, using the Context - and (optionally) any of its contained classes or - data. The RuleFactory is responsible for handling - any caching (i.e. when presented with an input - sentence, it may lookup a rule from its cache - rather than extracting a new rule)''' - - def __init__(self): - self.num_lookups = 0 - self.num_extractions = 0 - self.num_rules = 0 - self.time = 0.0 - - - def registerContext(self, context_manager): - self.context_manager = context_manager - - - def input(self, fwords): - '''Manages the process of enumerating - rules for a given input sentence, and - looking them with calls to Context, - Sampler, and Extractor''' - return [] - - -class ContextManager(object): - - def __init__(self, ffile, efile, extractor=None, sampler=None, rulefactory=None, from_binary=False): - # NOTE: Extractor does not have a default value because - # the only nontrivial extractor right now depends on an - # alignment file - - self.fsarray = csuf.SuffixArray(ffile, from_binary) - self.edarray = cdat.DataArray(efile, from_binary) - - self.factory = rulefactory - self.factory.registerContext(self) - - self.sampler = sampler - self.sampler.registerContext(self) - - self.models = [] - self.owner = None - - - def add_model(self, model): - if self.owner is None: - self.owner = model - model_id = len(self.models) - self.models.append(model) - return model_id - - - def input(self, model, fwords, meta): - if model != self.owner: - return - self.fwords = fwords - self.factory.input(self.fwords, meta) - - - diff --git a/sa-extract/model.py b/sa-extract/model.py deleted file mode 100644 index bcdf129a..00000000 --- a/sa-extract/model.py +++ /dev/null @@ -1,7 +0,0 @@ -class Model(object): - def __init__(self, name=None): - object.__init__(self) - if name is None: - self.name = self.__class__.__name__ - else: - self.name = name diff --git a/sa-extract/monitor.py b/sa-extract/monitor.py deleted file mode 100644 index eb0bed57..00000000 --- a/sa-extract/monitor.py +++ /dev/null @@ -1,48 +0,0 @@ -import os, resource - -def cpu(): - return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ - resource.getrusage(resource.RUSAGE_SELF).ru_stime) - -# from http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/286222 - - -_proc_status = '/proc/%d/status' % os.getpid() - -_scale = {'kB': 1024.0, 'mB': 1024.0*1024.0, - 'KB': 1024.0, 'MB': 1024.0*1024.0} - -def _VmB(VmKey): - '''Private. - ''' - global _proc_status, _scale - # get pseudo file /proc//status - try: - t = open(_proc_status) - v = t.read() - t.close() - except: - return 0.0 # non-Linux? - # get VmKey line e.g. 'VmRSS: 9999 kB\n ...' - i = v.index(VmKey) - v = v[i:].split(None, 3) # whitespace - if len(v) < 3: - return 0.0 # invalid format? - # convert Vm value to bytes - return float(v[1]) * _scale[v[2]] - -def memory(since=0.0): - '''Return memory usage in bytes. - ''' - return _VmB('VmSize:') - since - -def resident(since=0.0): - '''Return resident memory usage in bytes. - ''' - return _VmB('VmRSS:') - since - - -def stacksize(since=0.0): - '''Return stack size in bytes. - ''' - return _VmB('VmStk:') - since diff --git a/sa-extract/precomputation.pxd b/sa-extract/precomputation.pxd deleted file mode 100644 index c75d5eef..00000000 --- a/sa-extract/precomputation.pxd +++ /dev/null @@ -1,13 +0,0 @@ -from libc.stdio cimport FILE - -cdef class Precomputation: - cdef int precompute_rank - cdef int precompute_secondary_rank - cdef int max_length - cdef int max_nonterminals - cdef int train_max_initial_size - cdef int train_min_gap_size - cdef precomputed_index - cdef precomputed_collocations - cdef read_map(self, FILE* f) - cdef write_map(self, m, FILE* f) diff --git a/sa-extract/precomputation.pyx b/sa-extract/precomputation.pyx deleted file mode 100644 index ce4c21aa..00000000 --- a/sa-extract/precomputation.pyx +++ /dev/null @@ -1,478 +0,0 @@ -# precomputes a set of collocations by advancing over the text. -# warning: nasty C code - -import log -import monitor - -cimport csuf -cimport cdat -cimport cintlist - -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, memcpy - -cdef struct _Trie_Node # forward decl - -cdef struct _Trie_Edge: - int val - _Trie_Node* node - _Trie_Edge* bigger - _Trie_Edge* smaller - -cdef struct _Trie_Node: - _Trie_Edge* root - int* arr - int arr_len - -cdef _Trie_Node* new_trie_node(): - cdef _Trie_Node* node - node = <_Trie_Node*> malloc(sizeof(_Trie_Node)) - node.root = NULL - node.arr_len = 0 - node.arr = malloc(sizeof(0*sizeof(int))) - return node - -cdef _Trie_Edge* new_trie_edge(int val): - cdef _Trie_Edge* edge - edge = <_Trie_Edge*> malloc(sizeof(_Trie_Edge)) - edge.node = new_trie_node() - edge.bigger = NULL - edge.smaller = NULL - edge.val = val - return edge - -cdef free_trie_node(_Trie_Node* node): - if node != NULL: - free_trie_edge(node.root) - free(node.arr) - -cdef free_trie_edge(_Trie_Edge* edge): - if edge != NULL: - free_trie_node(edge.node) - free_trie_edge(edge.bigger) - free_trie_edge(edge.smaller) - -cdef _Trie_Node* trie_find(_Trie_Node* node, int val): - cdef _Trie_Edge* cur - cur = node.root - while cur != NULL and cur.val != val: - if val > cur.val: - cur = cur.bigger - elif val < cur.val: - cur = cur.smaller - if cur == NULL: - return NULL - else: - return cur.node - -cdef trie_node_data_append(_Trie_Node* node, int val): - cdef int new_len - new_len = node.arr_len + 1 - node.arr = realloc(node.arr, new_len*sizeof(int)) - node.arr[node.arr_len] = val - node.arr_len = new_len - -cdef trie_node_data_extend(_Trie_Node* node, int* vals, int num_vals): - cdef int new_len - new_len = node.arr_len + num_vals - node.arr = realloc(node.arr, new_len*sizeof(int)) - memcpy(node.arr + node.arr_len, vals, num_vals*sizeof(int)) - node.arr_len = new_len - - -cdef _Trie_Node* trie_insert(_Trie_Node* node, int val): - cdef _Trie_Edge** cur - cur = &node.root - while cur[0] != NULL and cur[0].val != val: - if val > cur[0].val: - cur = &cur[0].bigger - elif val < cur[0].val: - cur = &cur[0].smaller - if cur[0] == NULL: - cur[0] = new_trie_edge(val) - return cur[0].node - -cdef trie_node_to_map(_Trie_Node* node, result, prefix, int include_zeros): - cdef cintlist.CIntList arr - - if include_zeros or node.arr_len > 0: - arr = cintlist.CIntList() - free(arr.arr) - arr.arr = malloc(node.arr_len * sizeof(int)) - memcpy(arr.arr, node.arr, node.arr_len * sizeof(int)) - arr.len = node.arr_len - arr.size = node.arr_len - result[prefix] = arr - trie_edge_to_map(node.root, result, prefix, include_zeros) - -cdef trie_edge_to_map(_Trie_Edge* edge, result, prefix, int include_zeros): - if edge != NULL: - trie_edge_to_map(edge.smaller, result, prefix, include_zeros) - trie_edge_to_map(edge.bigger, result, prefix, include_zeros) - prefix = prefix + (edge.val,) - trie_node_to_map(edge.node, result, prefix, include_zeros) - -cdef class TrieMap: - - cdef _Trie_Node** root - cdef int V - - def __init__(self, alphabet_size): - self.V = alphabet_size - self.root = <_Trie_Node**> malloc(self.V * sizeof(_Trie_Node*)) - memset(self.root, 0, self.V * sizeof(_Trie_Node*)) - - - def __dealloc__(self): - cdef int i - for i from 0 <= i < self.V: - if self.root[i] != NULL: - free_trie_node(self.root[i]) - free(self.root) - - - def insert(self, pattern): - cdef int* p - cdef int i, l - l = len(pattern) - p = malloc(l*sizeof(int)) - for i from 0 <= i < l: - p[i] = pattern[i] - self._insert(p,l) - free(p) - - - cdef _Trie_Node* _insert(self, int* pattern, int pattern_len): - cdef int i - cdef _Trie_Node* node - if self.root[pattern[0]] == NULL: - self.root[pattern[0]] = new_trie_node() - node = self.root[pattern[0]] - for i from 1 <= i < pattern_len: - node = trie_insert(node, pattern[i]) - return node - - def contains(self, pattern): - cdef int* p - cdef int i, l - cdef _Trie_Node* node - l = len(pattern) - p = malloc(l*sizeof(int)) - for i from 0 <= i < l: - p[i] = pattern[i] - node = self._contains(p,l) - free(p) - if node == NULL: - return False - else: - return True - - cdef _Trie_Node* _contains(self, int* pattern, int pattern_len): - cdef int i - cdef _Trie_Node* node - node = self.root[pattern[0]] - i = 1 - while node != NULL and i < pattern_len: - node = trie_find(node, pattern[i]) - i = i+1 - return node - - def toMap(self, flag): - cdef int i, include_zeros - - if flag: - include_zeros=1 - else: - include_zeros=0 - result = {} - for i from 0 <= i < self.V: - if self.root[i] != NULL: - trie_node_to_map(self.root[i], result, (i,), include_zeros) - return result - - -cdef class Precomputation: - -# Defined in .pxd file, here for reference: -# cdef int precompute_rank -# cdef int precompute_secondary_rank -# cdef int max_length -# cdef int max_nonterminals -# cdef int train_max_initial_size -# cdef int train_min_gap_size -# cdef precomputed_index -# cdef precomputed_collocations - - def __init__(self, filename, sa=None, precompute_rank=1000, precompute_secondary_rank=20, max_length=5, - max_nonterminals=2, train_max_initial_size=10, train_min_gap_size=2, from_binary=False): - self.precompute_rank = precompute_rank - self.precompute_secondary_rank = precompute_secondary_rank - self.max_length = max_length - self.max_nonterminals = max_nonterminals - self.train_max_initial_size = train_max_initial_size - self.train_min_gap_size = train_min_gap_size - if from_binary: - self.read_binary(filename) - else: - self.precompute(filename, sa) - - - def read_binary(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - f = fopen(cfilename, "r") - fread(&(self.precompute_rank), sizeof(int), 1, f) - fread(&(self.precompute_secondary_rank), sizeof(int), 1, f) - fread(&(self.max_length), sizeof(int), 1, f) - fread(&(self.max_nonterminals), sizeof(int), 1, f) - fread(&(self.train_max_initial_size), sizeof(int), 1, f) - fread(&(self.train_min_gap_size), sizeof(int), 1, f) - self.precomputed_index = self.read_map(f) - self.precomputed_collocations = self.read_map(f) - fclose(f) - - - def write_binary(self, filename): - cdef FILE* f - cdef bytes bfilename = filename - cdef char* cfilename = bfilename - - f = fopen(cfilename, "w") - fwrite(&(self.precompute_rank), sizeof(int), 1, f) - fwrite(&(self.precompute_secondary_rank), sizeof(int), 1, f) - fwrite(&(self.max_length), sizeof(int), 1, f) - fwrite(&(self.max_nonterminals), sizeof(int), 1, f) - fwrite(&(self.train_max_initial_size), sizeof(int), 1, f) - fwrite(&(self.train_min_gap_size), sizeof(int), 1, f) - self.write_map(self.precomputed_index, f) - self.write_map(self.precomputed_collocations, f) - fclose(f) - - - cdef write_map(self, m, FILE* f): - cdef int i, N - cdef cintlist.CIntList arr - - N = len(m) - fwrite(&(N), sizeof(int), 1, f) - for pattern, val in m.iteritems(): - N = len(pattern) - fwrite(&(N), sizeof(int), 1, f) - for word_id in pattern: - i = word_id - fwrite(&(i), sizeof(int), 1, f) - arr = val - arr.write_handle(f) - - - cdef read_map(self, FILE* f): - cdef int i, j, k, word_id, N - cdef cintlist.CIntList arr - - m = {} - fread(&(N), sizeof(int), 1, f) - for j from 0 <= j < N: - fread(&(i), sizeof(int), 1, f) - key = () - for k from 0 <= k < i: - fread(&(word_id), sizeof(int), 1, f) - key = key + (word_id,) - arr = cintlist.CIntList() - arr.read_handle(f) - m[key] = arr - return m - - - def precompute(self, filename, sa): - cdef int i, l, N, max_pattern_len, i1, l1, i2, l2, i3, l3, ptr1, ptr2, ptr3, is_super, sent_count, max_rank - cdef csuf.SuffixArray sarray - cdef cdat.DataArray darray - cdef cintlist.CIntList data, queue, cost_by_rank, count_by_rank - cdef TrieMap frequent_patterns, super_frequent_patterns, collocations - cdef _Trie_Node* node - - sarray = sa - darray = sarray.darray - data = darray.data - - frequent_patterns = TrieMap(len(darray.id2word)) - super_frequent_patterns = TrieMap(len(darray.id2word)) - collocations = TrieMap(len(darray.id2word)) - - I_set = set() - J_set = set() - J2_set = set() - IJ_set = set() - pattern_rank = {} - - log.writeln("Precomputing frequent intersections\n", 1) - start_time = monitor.cpu() - - max_pattern_len = 0 - if filename is not None: - precompute_file = open(filename) - for rank, line in enumerate(precompute_file): - if rank >= self.precompute_rank: - break - phrase_words = line.split()[2:] - phrase = () - for word in phrase_words: - phrase = phrase + (darray.word2id[word],) - max_pattern_len = max(max_pattern_len, len(phrase)) - frequent_patterns.insert(phrase) - I_set.add(phrase) - pattern_rank[phrase] = rank - if rank < self.precompute_secondary_rank: - super_frequent_patterns.insert(phrase) - J_set.add(phrase) - precompute_file.close() - - queue = cintlist.CIntList(increment=1000) - - log.writeln(" Computing inverted indexes...", 1) - N = len(data) - for i from 0 <= i < N: - sa_word_id = data.arr[i] - if sa_word_id == 1: - queue._append(-1) - else: - for l from 1 <= l <= max_pattern_len: - node = frequent_patterns._contains(data.arr+i, l) - if node == NULL: - break - queue._append(i) - queue._append(l) - trie_node_data_append(node, i) - - log.writeln(" Computing collocations...", 1) - N = len(queue) - ptr1 = 0 - sent_count = 0 - while ptr1 < N: # main loop - i1 = queue.arr[ptr1] - if i1 > -1: - l1 = queue.arr[ptr1+1] - ptr2 = ptr1 + 2 - while ptr2 < N: - i2 = queue.arr[ptr2] - if i2 == -1 or i2 - i1 >= self.train_max_initial_size: - break - l2 = queue.arr[ptr2+1] - if i2 - i1 - l1 >= self.train_min_gap_size and i2 + l2 - i1 <= self.train_max_initial_size and l1+l2+1 <= self.max_length: - node = collocations._insert(data.arr+i1, l1) - node = trie_insert(node, -1) - for i from i2 <= i < i2+l2: - node = trie_insert(node, data.arr[i]) - trie_node_data_append(node, i1) - trie_node_data_append(node, i2) - if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: - if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: - is_super = 1 - else: - is_super = 0 - ptr3 = ptr2 + 2 - while ptr3 < N: - i3 = queue.arr[ptr3] - if i3 == -1 or i3 - i1 >= self.train_max_initial_size: - break - l3 = queue.arr[ptr3+1] - if i3 - i2 - l2 >= self.train_min_gap_size and i3 + l3 - i1 <= self.train_max_initial_size and l1+l2+l3+2 <= self.max_length: - if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: - node = collocations._insert(data.arr+i1, l1) - node = trie_insert(node, -1) - for i from i2 <= i < i2+l2: - node = trie_insert(node, data.arr[i]) - node = trie_insert(node, -1) - for i from i3 <= i < i3+l3: - node = trie_insert(node, data.arr[i]) - trie_node_data_append(node, i1) - trie_node_data_append(node, i2) - trie_node_data_append(node, i3) - ptr3 = ptr3 + 2 - ptr2 = ptr2 + 2 - ptr1 = ptr1 + 2 - else: - sent_count = sent_count + 1 - if sent_count % 10000 == 0: - log.writeln(" %d sentences" % sent_count) - ptr1 = ptr1 + 1 - - self.precomputed_collocations = collocations.toMap(False) - self.precomputed_index = frequent_patterns.toMap(True) - - x = 0 - for pattern1 in J_set: - for pattern2 in J_set: - if len(pattern1) + len(pattern2) + 1 < self.max_length: - combined_pattern = pattern1 + (-1,) + pattern2 - J2_set.add(combined_pattern) - - for pattern1 in I_set: - for pattern2 in I_set: - x = x+1 - if len(pattern1) + len(pattern2) + 1 <= self.max_length: - combined_pattern = pattern1 + (-1,) + pattern2 - IJ_set.add(combined_pattern) - - for pattern1 in I_set: - for pattern2 in J2_set: - x = x+2 - if len(pattern1) + len(pattern2) + 1<= self.max_length: - combined_pattern = pattern1 + (-1,) + pattern2 - IJ_set.add(combined_pattern) - combined_pattern = pattern2 + (-1,) + pattern1 - IJ_set.add(combined_pattern) - - N = len(pattern_rank) - cost_by_rank = cintlist.CIntList(initial_len=N) - count_by_rank = cintlist.CIntList(initial_len=N) - for pattern, arr in self.precomputed_collocations.iteritems(): - if pattern not in IJ_set: - s = "" - for word_id in pattern: - if word_id == -1: - s = s + "X " - else: - s = s + darray.id2word[word_id] + " " - log.writeln("ERROR: unexpected pattern %s in set of precomputed collocations" % (s), 1) - else: - chunk = () - max_rank = 0 - arity = 0 - for word_id in pattern: - if word_id == -1: - max_rank = max(max_rank, pattern_rank[chunk]) - arity = arity + 1 - chunk = () - else: - chunk = chunk + (word_id,) - max_rank = max(max_rank, pattern_rank[chunk]) - cost_by_rank.arr[max_rank] = cost_by_rank.arr[max_rank] + (4*len(arr)) - count_by_rank.arr[max_rank] = count_by_rank.arr[max_rank] + (len(arr)/(arity+1)) - - cumul_cost = 0 - cumul_count = 0 - for i from 0 <= i < N: - cumul_cost = cumul_cost + cost_by_rank.arr[i] - cumul_count = cumul_count + count_by_rank.arr[i] - log.writeln("RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d" % (i, count_by_rank.arr[i], cost_by_rank.arr[i], cumul_count, cumul_cost)) - - num_found_patterns = len(self.precomputed_collocations) - for pattern in IJ_set: - if pattern not in self.precomputed_collocations: - self.precomputed_collocations[pattern] = cintlist.CIntList() - - stop_time = monitor.cpu() - log.writeln("Precomputed collocations for %d patterns out of %d possible (upper bound %d)" % (num_found_patterns,len(self.precomputed_collocations),x)) - log.writeln("Precomputed inverted index for %d patterns " % len(self.precomputed_index)) - log.writeln("Precomputation took %f seconds" % (stop_time - start_time)) - log.writeln("Detailed statistics:") - - - - - - - diff --git a/sa-extract/rule.pxd b/sa-extract/rule.pxd deleted file mode 100644 index c9c84e5c..00000000 --- a/sa-extract/rule.pxd +++ /dev/null @@ -1,13 +0,0 @@ -cdef class Phrase: - cdef int *syms - cdef int n, *varpos, n_vars - cdef public int chunkpos(self, int k) - cdef public int chunklen(self, int k) - -cdef class Rule: - cdef public int lhs - cdef readonly Phrase f, e - cdef float *cscores - cdef int n_scores - cdef public owner, word_alignments - diff --git a/sa-extract/rule.pyx b/sa-extract/rule.pyx deleted file mode 100644 index 7cd3efda..00000000 --- a/sa-extract/rule.pyx +++ /dev/null @@ -1,286 +0,0 @@ -from libc.stdlib cimport malloc, calloc, realloc, free, strtof, strtol -from libc.string cimport strsep, strcpy, strlen - -cdef extern from "strutil.h": - char *strstrsep(char **stringp, char *delim) - char *strip(char *s) - char **split(char *s, char *delim, int *pn) - -import sys - -import sym -cimport sym -cdef sym.Alphabet alphabet -alphabet = sym.alphabet - -global span_limit -span_limit = None - -cdef int bufsize -cdef char *buf -bufsize = 100 -buf = malloc(bufsize) -cdef ensurebufsize(int size): - global buf, bufsize - if size > bufsize: - buf = realloc(buf, size*sizeof(char)) - bufsize = size - -cdef class Phrase: - def __cinit__(self, words): - cdef int i, j, n, n_vars - cdef char **toks - cdef bytes bwords - cdef char* cwords - - n_vars = 0 - if type(words) is str: - ensurebufsize(len(words)+1) - bwords = words - cwords = bwords - strcpy(buf, cwords) - toks = split(buf, NULL, &n) - self.syms = malloc(n*sizeof(int)) - for i from 0 <= i < n: - self.syms[i] = alphabet.fromstring(toks[i], 0) - if alphabet.isvar(self.syms[i]): - n_vars = n_vars + 1 - - else: - n = len(words) - self.syms = malloc(n*sizeof(int)) - for i from 0 <= i < n: - self.syms[i] = words[i] - if alphabet.isvar(self.syms[i]): - n_vars = n_vars + 1 - self.n = n - self.n_vars = n_vars - self.varpos = malloc(n_vars*sizeof(int)) - j = 0 - for i from 0 <= i < n: - if alphabet.isvar(self.syms[i]): - self.varpos[j] = i - j = j + 1 - - def __dealloc__(self): - free(self.syms) - free(self.varpos) - - def __str__(self): - strs = [] - cdef int i, s - for i from 0 <= i < self.n: - s = self.syms[i] - strs.append(alphabet.tostring(s)) - return " ".join(strs) - - def instantiable(self, i, j, n): - return span_limit is None or (j-i) <= span_limit - - def handle(self): - """return a hashable representation that normalizes the ordering - of the nonterminal indices""" - norm = [] - cdef int i, j, s - i = 1 - j = 0 - for j from 0 <= j < self.n: - s = self.syms[j] - if alphabet.isvar(s): - s = alphabet.setindex(s,i) - i = i + 1 - norm.append(s) - return tuple(norm) - - def strhandle(self): - strs = [] - norm = [] - cdef int i, j, s - i = 1 - j = 0 - for j from 0 <= j < self.n: - s = self.syms[j] - if alphabet.isvar(s): - s = alphabet.setindex(s,i) - i = i + 1 - norm.append(alphabet.tostring(s)) - return " ".join(norm) - - def arity(self): - return self.n_vars - - def getvarpos(self, i): - if 0 <= i < self.n_vars: - return self.varpos[i] - else: - raise IndexError - - def getvar(self, i): - if 0 <= i < self.n_vars: - return self.syms[self.varpos[i]] - else: - raise IndexError - - cdef int chunkpos(self, int k): - if k == 0: - return 0 - else: - return self.varpos[k-1]+1 - - cdef int chunklen(self, int k): - if self.n_vars == 0: - return self.n - elif k == 0: - return self.varpos[0] - elif k == self.n_vars: - return self.n-self.varpos[k-1]-1 - else: - return self.varpos[k]-self.varpos[k-1]-1 - - def clen(self, k): - return self.chunklen(k) - - def getchunk(self, ci): - cdef int start, stop - start = self.chunkpos(ci) - stop = start+self.chunklen(ci) - chunk = [] - for i from start <= i < stop: - chunk.append(self.syms[i]) - return chunk - - def __cmp__(self, other): - cdef Phrase otherp - cdef int i - otherp = other - for i from 0 <= i < min(self.n, otherp.n): - if self.syms[i] < otherp.syms[i]: - return -1 - elif self.syms[i] > otherp.syms[i]: - return 1 - if self.n < otherp.n: - return -1 - elif self.n > otherp.n: - return 1 - else: - return 0 - - def __hash__(self): - cdef int i - cdef unsigned h - h = 0 - for i from 0 <= i < self.n: - if self.syms[i] > 0: - h = (h << 1) + self.syms[i] - else: - h = (h << 1) + -self.syms[i] - return h - - def __len__(self): - return self.n - - def __getitem__(self, i): - return self.syms[i] - - def __iter__(self): - cdef int i - l = [] - for i from 0 <= i < self.n: - l.append(self.syms[i]) - return iter(l) - - def subst(self, start, children): - cdef int i - for i from 0 <= i < self.n: - if alphabet.isvar(self.syms[i]): - start = start + children[alphabet.getindex(self.syms[i])-1] - else: - start = start + (self.syms[i],) - return start - -cdef class Rule: - def __cinit__(self, lhs, f, e, owner=None, scores=None, word_alignments=None): - cdef int i, n - cdef char *rest - - self.word_alignments = word_alignments - if scores is None: - self.cscores = NULL - self.n_scores = 0 - else: - n = len(scores) - self.cscores = malloc(n*sizeof(float)) - self.n_scores = n - for i from 0 <= i < n: - self.cscores[i] = scores[i] - - def __init__(self, lhs, f, e, owner=None, scores=None, word_alignments=None): - if not sym.isvar(lhs): - sys.stderr.write("error: lhs=%d\n" % lhs) - self.lhs = lhs - self.f = f - self.e = e - self.word_alignments = word_alignments - - def __dealloc__(self): - if self.cscores != NULL: - free(self.cscores) - - def __str__(self): - return self.to_line() - - def __hash__(self): - return hash((self.lhs, self.f, self.e)) - - def __cmp__(self, Rule other): - return cmp((self.lhs, self.f, self.e, self.word_alignments), (other.lhs, other.f, other.e, self.word_alignments)) - - def __iadd__(self, Rule other): - if self.n_scores != other.n_scores: - raise ValueError - for i from 0 <= i < self.n_scores: - self.cscores[i] = self.cscores[i] + other.cscores[i] - return self - - def fmerge(self, Phrase f): - if self.f == f: - self.f = f - - def arity(self): - return self.f.arity() - - def to_line(self): - scorestrs = [] - for i from 0 <= i < self.n_scores: - scorestrs.append(str(self.cscores[i])) - fields = [alphabet.tostring(self.lhs), str(self.f), str(self.e), " ".join(scorestrs)] - if self.word_alignments is not None: - alignstr = [] - for i from 0 <= i < len(self.word_alignments): - alignstr.append("%d-%d" % (self.word_alignments[i]/65536, self.word_alignments[i]%65536)) - #for s,t in self.word_alignments: - #alignstr.append("%d-%d" % (s,t)) - fields.append(" ".join(alignstr)) - - return " ||| ".join(fields) - - property scores: - def __get__(self): - s = [None]*self.n_scores - for i from 0 <= i < self.n_scores: - s[i] = self.cscores[i] - return s - - def __set__(self, s): - if self.cscores != NULL: - free(self.cscores) - self.cscores = malloc(len(s)*sizeof(float)) - self.n_scores = len(s) - for i from 0 <= i < self.n_scores: - self.cscores[i] = s[i] - -def rule_copy(r): - r1 = Rule(r.lhs, r.f, r.e, r.owner, r.scores) - r1.word_alignments = r.word_alignments - return r1 - diff --git a/sa-extract/rulefactory.pyx b/sa-extract/rulefactory.pyx deleted file mode 100644 index 792489c4..00000000 --- a/sa-extract/rulefactory.pyx +++ /dev/null @@ -1,2361 +0,0 @@ -# Pyrex implementation of the algorithms described in -# Lopez, EMNLP-CoNLL 2007 -# Much faster than the Python numbers reported there. -# Note to reader: this code is closer to C than Python -import sys -import sym -import log -import rule -import monitor -import cintlist -import csuf -import cdat -import cveb -import precomputation -import gc -import cn -import sgml - -cimport cmath -cimport csuf -cimport cdat -cimport cintlist -cimport rule -cimport cveb -cimport precomputation -cimport calignment - -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, memcpy -from libc.math cimport fmod, ceil, floor - -cdef int PRECOMPUTE -cdef int MERGE -cdef int BAEZA_YATES - -PRECOMPUTE = 0 -MERGE = 1 -BAEZA_YATES = 2 - -#cdef int node_count -#node_count = 0 - -cdef class TrieNode: - cdef public children - #cdef int id - - def __init__(self): - self.children = {} - #self.id = node_count - #node_count += 1 - - -cdef class ExtendedTrieNode(TrieNode): - cdef public phrase - cdef public phrase_location - cdef public suffix_link - - def __init__(self, phrase=None, phrase_location=None, suffix_link=None): - TrieNode.__init__(self) - self.phrase = phrase - self.phrase_location = phrase_location - self.suffix_link = suffix_link - - -cdef class TrieTable: - cdef public int extended - cdef public int count - cdef public root - def __cinit__(self, extended=False): - self.count = 0 - self.extended = extended - if extended: - self.root = ExtendedTrieNode() - else: - self.root = TrieNode() - -# linked list structure for storing matches in BaselineRuleFactory -cdef struct match_node: - int* match - match_node* next - -cdef class BaselineRuleFactory: - - cdef grammar, context_manager - cdef int max_terminals, max_nonterminals - cdef int max_initial_size, train_max_initial_size - cdef int min_gap_size, train_min_gap_size - cdef int category - cdef int visit - cdef float intersect_time, extract_time - cdef ruleFile, timingFile - cdef int* last_visit1 - cdef int* last_visit2 - cdef match_node** intersector1 - cdef match_node** intersector2 - cdef csuf.SuffixArray sa - cdef cintlist.CIntList sent_id - - def input(self, fwords): - flen = len(fwords) - start_time = monitor.cpu() - self.intersect_time = 0.0 - self.extract_time = 0.0 - - pyro_phrase_count = 0 - hiero_phrase_count = 0 - - frontier = [] - for i in xrange(len(fwords)): - frontier.append((i, (), False)) - - while len(frontier) > 0: - this_iter_intersect_time = self.intersect_time - new_frontier = [] - for i, prefix, is_shadow_path in frontier: - - word_id = fwords[i][0][0] - #print "word_id = %i" % word_id - phrase = prefix + (word_id,) - str_phrase = map(sym.tostring, phrase) - hiero_phrase = rule.Phrase(phrase) - - #log.writeln("pos %2d, '%s'" % (i, hiero_phrase)) - self.lookup(hiero_phrase) - if hiero_phrase.arity() == 0: - pyro_phrase_count = pyro_phrase_count + 1 - else: - hiero_phrase_count = hiero_phrase_count + 1 - - if len(phrase) - hiero_phrase.arity() < self.max_terminals and i+1 < len(fwords): - new_frontier.append((i+1, phrase, is_shadow_path)) - if hiero_phrase.arity() < self.max_nonterminals: - xcat = sym.setindex(self.category, hiero_phrase.arity()+1) - for j in xrange(i+1+self.min_gap_size, min(i+self.max_initial_size, len(fwords))): - new_frontier.append((j, phrase+(xcat,), is_shadow_path)) - log.writeln("This iteration intersect time = %f" % (self.intersect_time - this_iter_intersect_time)) - frontier = new_frontier - stop_time = monitor.cpu() - log.writeln("COUNT %d %d" % (pyro_phrase_count, hiero_phrase_count)) - - - def lookup(self, phrase): - cdef int j, g, start, stop, sent_id, num_ranges, arity - cdef match_node** cur_intersector - cdef match_node** next_intersector - cdef match_node** tmp_intersector - cdef match_node* node - cdef match_node* cur_node - cdef match_node* prev_node - cdef match_node** node_ptr - cdef int* cur_visit - cdef int* next_visit - cdef int* tmp_visit - cdef int* chunklen - - #print "\n\nLOOKUP\n\n" - ranges = [] - sizes = [] - arity = phrase.arity() - chunklen = malloc(arity*sizeof(int)) - for i from 0 <= i < arity+1: - chunk = phrase.getchunk(i) - chunklen[i] = len(chunk) - sa_range = None - phr = () - for offset, word_id in enumerate(chunk): - word = sym.tostring(word_id) - sa_range = self.context_manager.fsarray.lookup(word, offset, sa_range[0], sa_range[1]) - if sa_range is None: - #log.writeln("Returned for phrase %s" % rule.Phrase(phr)) - return - #log.writeln("Found range %s for phrase %s" % (sa_range, rule.Phrase(phr))) - ranges.append(sa_range) - sizes.append(sa_range[1]-sa_range[0]) - if phrase.arity() == 0: - return - - cur_intersector = self.intersector1 - next_intersector = self.intersector2 - cur_visit = self.last_visit1 - next_visit = self.last_visit2 - - num_ranges = len(ranges) - for i from 0 <= i < num_ranges: - sa_range = ranges[i] - start_time = monitor.cpu() - self.visit = self.visit + 1 - intersect_count = 0 - - start = sa_range[0] - stop = sa_range[1] - for j from start <= j < stop: - g = self.sa.sa.arr[j] - sent_id = self.sent_id.arr[g] - if i==0: - if next_visit[sent_id] != self.visit: - # clear intersector - node = next_intersector[sent_id] - next_intersector[sent_id] = NULL - while node != NULL: - prev_node = node - node = node.next - free(prev_node.match) - free(prev_node) - next_visit[sent_id] = self.visit - node_ptr = &(next_intersector[sent_id]) - while node_ptr[0] != NULL: - node_ptr = &(node_ptr[0].next) - node_ptr[0] = malloc(sizeof(match_node)) - node_ptr[0].match = malloc(sizeof(int)) - node_ptr[0].match[0] = g - node_ptr[0].next = NULL - intersect_count = intersect_count + 1 - else: - if cur_visit[sent_id] == self.visit-1: - cur_node = cur_intersector[sent_id] - while cur_node != NULL: - if g - cur_node.match[0] + chunklen[i] <= self.train_max_initial_size and g - cur_node.match[i-1] - chunklen[i-1] >= self.train_min_gap_size: - if next_visit[sent_id] != self.visit: - # clear intersector -- note that we only do this if we've got something to put there - node = next_intersector[sent_id] - next_intersector[sent_id] = NULL - while node != NULL: - prev_node = node - node = node.next - free(prev_node.match) - free(prev_node) - next_visit[sent_id] = self.visit - node_ptr = &(next_intersector[sent_id]) - while node_ptr[0] != NULL: - node_ptr = &(node_ptr[0].next) - node_ptr[0] = malloc(sizeof(match_node)) - node_ptr[0].match = malloc((i+1) * sizeof(int)) - memcpy(node_ptr[0].match, cur_node.match, i*sizeof(int)) - node_ptr[0].match[i] = g - node_ptr[0].next = NULL - intersect_count = intersect_count + 1 - cur_node = cur_node.next - tmp_intersector = cur_intersector - cur_intersector = next_intersector - next_intersector = tmp_intersector - - tmp_visit = cur_visit - cur_visit = next_visit - next_visit = tmp_visit - - intersect_time = monitor.cpu() - start_time - if i > 0: - log.writeln("INT %d %d %d %d %f baseline" % - (arity, prev_intersect_count, sa_range[1]-sa_range[0], - intersect_count, intersect_time)) - if intersect_count == 0: - return None - prev_intersect_count = intersect_count - free(chunklen) - - - - def __init__(self, max_terminals=5, max_nonterminals=2, - max_initial_size=10, train_max_initial_size=10, - min_gap_size=1, train_min_gap_size=2, - category='[PHRASE]', grammar=None, - ruleFile=None, timingFile=None): - self.grammar = grammar - self.max_terminals = max_terminals - self.max_nonterminals = max_nonterminals - self.max_initial_size = max_initial_size - self.train_max_initial_size = train_max_initial_size - self.min_gap_size = min_gap_size - self.train_min_gap_size = train_min_gap_size - self.category = sym.fromstring(category) - self.ruleFile = ruleFile - self.timingFile = timingFile - self.visit = 0 - - - def registerContext(self, context_manager): - cdef int num_sents - self.context_manager = context_manager - self.sa = context_manager.fsarray - self.sent_id = self.sa.darray.sent_id - - num_sents = len(self.sa.darray.sent_index) - self.last_visit1 = malloc(num_sents * sizeof(int)) - memset(self.last_visit1, 0, num_sents * sizeof(int)) - - self.last_visit2 = malloc(num_sents * sizeof(int)) - memset(self.last_visit2, 0, num_sents * sizeof(int)) - - self.intersector1 = malloc(num_sents * sizeof(match_node*)) - memset(self.intersector1, 0, num_sents * sizeof(match_node*)) - - self.intersector2 = malloc(num_sents * sizeof(match_node*)) - memset(self.intersector2, 0, num_sents * sizeof(match_node*)) - - -# encodes information needed to find a (hierarchical) phrase -# in the text. If phrase is contiguous, that's just a range -# in the suffix array; if discontiguous, it is the set of -# actual locations (packed into an array) -cdef class PhraseLocation: - cdef int sa_low - cdef int sa_high - cdef int arr_low - cdef int arr_high - cdef cintlist.CIntList arr - cdef int num_subpatterns - - # returns true if sent_id is contained - cdef int contains(self, int sent_id): - return 1 - - def __init__(self, sa_low=-1, sa_high=-1, arr_low=-1, arr_high=-1, arr=None, num_subpatterns=1): - self.sa_low = sa_low - self.sa_high = sa_high - self.arr_low = arr_low - self.arr_high = arr_high - self.arr = arr - self.num_subpatterns = num_subpatterns - - - -cdef class Sampler: - '''A Sampler implements a logic for choosing - samples from a population range''' - - cdef int sampleSize - cdef context_manager - cdef cintlist.CIntList sa - - def __init__(self, sampleSize=0): - self.sampleSize = sampleSize - if sampleSize > 0: - log.writeln("Sampling strategy: uniform, max sample size = %d" % sampleSize, 1) - else: - log.writeln("Sampling strategy: no sampling", 1) - - def registerContext(self, context_manager): - self.context_manager = context_manager - self.sa = ( context_manager.fsarray).sa - - - def sample(self, PhraseLocation phrase_location): - '''Returns a sample of the locations for - the phrase. If there are less than self.sampleSize - locations, return all of them; otherwise, return - up to self.sampleSize locations. In the latter case, - we choose to sample UNIFORMLY -- that is, the locations - are chosen at uniform intervals over the entire set, rather - than randomly. This makes the algorithm deterministic, which - is good for things like MERT''' - cdef cintlist.CIntList sample - cdef double i, stepsize - cdef int num_locations, val, j - - sample = cintlist.CIntList() - if phrase_location.arr is None: - num_locations = phrase_location.sa_high - phrase_location.sa_low - if self.sampleSize == -1 or num_locations <= self.sampleSize: - sample._extend_arr(self.sa.arr + phrase_location.sa_low, num_locations) - else: - stepsize = float(num_locations)/float(self.sampleSize) - i = phrase_location.sa_low - while i < phrase_location.sa_high and sample.len < self.sampleSize: - '''Note: int(i) not guaranteed to have the desired - effect, according to the python documentation''' - if fmod(i,1.0) > 0.5: - val = int(ceil(i)) - else: - val = int(floor(i)) - sample._append(self.sa.arr[val]) - i = i + stepsize - else: - num_locations = (phrase_location.arr_high - phrase_location.arr_low) / phrase_location.num_subpatterns - if self.sampleSize == -1 or num_locations <= self.sampleSize: - sample = phrase_location.arr - else: - stepsize = float(num_locations)/float(self.sampleSize) - i = phrase_location.arr_low - while i < num_locations and sample.len < self.sampleSize * phrase_location.num_subpatterns: - '''Note: int(i) not guaranteed to have the desired - effect, according to the python documentation''' - if fmod(i,1.0) > 0.5: - val = int(ceil(i)) - else: - val = int(floor(i)) - j = phrase_location.arr_low + (val*phrase_location.num_subpatterns) - sample._extend_arr(phrase_location.arr.arr + j, phrase_location.num_subpatterns) - i = i + stepsize - return sample - - -cdef long nGramCount(PhraseLocation loc): - return (loc.arr_high - loc.arr_low)/ loc.num_subpatterns - - -# struct used to encapsulate a single matching -cdef struct Matching: - int* arr - int start - int end - int sent_id - int size - - -cdef void assign_matching(Matching* m, int* arr, int start, int step, int* sent_id_arr): - m.arr = arr - m.start = start - m.end = start + step - m.sent_id = sent_id_arr[arr[start]] - m.size = step - - -cdef int* append_combined_matching(int* arr, Matching* loc1, Matching* loc2, - int offset_by_one, int num_subpatterns, int* result_len): - cdef int i, new_len - - new_len = result_len[0] + num_subpatterns - arr = realloc(arr, new_len*sizeof(int)) - - for i from 0 <= i < loc1.size: - arr[result_len[0]+i] = loc1.arr[loc1.start+i] - if num_subpatterns > loc1.size: - arr[new_len-1] = loc2.arr[loc2.end-1] - result_len[0] = new_len - return arr - - -cdef int* extend_arr(int* arr, int* arr_len, int* appendix, int appendix_len): - cdef int new_len - - new_len = arr_len[0] + appendix_len - arr = realloc(arr, new_len*sizeof(int)) - memcpy(arr+arr_len[0], appendix, appendix_len*sizeof(int)) - arr_len[0] = new_len - return arr - - -#cdef matching2str(Matching* m): -# cdef int i -# cdef result - -# result = "(" -# for i from m.start <= i < m.end: -# result = result + str(m.arr[i]) + " " -# result = result + ")" -# return result - - -cdef int median(int low, int high, int step): - return low + (((high - low)/step)/2)*step - - -cdef void findComparableMatchings(int low, int high, int* arr, int step, int loc, int* loc_minus, int* loc_plus): - # Returns (minus, plus) indices for the portion of the array - # in which all matchings have the same first index as the one - # starting at loc - loc_plus[0] = loc + step - while loc_plus[0] < high and arr[loc_plus[0]] == arr[loc]: - loc_plus[0] = loc_plus[0] + step - loc_minus[0] = loc - while loc_minus[0]-step >= low and arr[loc_minus[0]-step] == arr[loc]: - loc_minus[0] = loc_minus[0] - step - - -cdef class HieroCachingRuleFactory: - '''This RuleFactory implements a caching - method using TrieTable, which makes phrase - generation somewhat speedier -- phrases only - need to be extracted once (however, it is - quite possible they need to be scored - for each input sentence, for contextual models)''' - - cdef rules, grammar, context_manager - - cdef int max_chunks - cdef int max_target_chunks - cdef int max_length - cdef int max_target_length - cdef int max_nonterminals - cdef int max_initial_size - cdef int train_max_initial_size - cdef int min_gap_size - cdef int train_min_gap_size - cdef int category - - cdef cacheBetweenSents - cdef precomputed_index - cdef precomputed_collocations - cdef precompute_file - cdef max_rank - cdef int precompute_rank, precompute_secondary_rank - cdef useBaezaYates - cdef use_index - cdef use_collocations - cdef float by_slack_factor - - cdef per_sentence_grammar - cdef rule_filehandler - cdef rule_file - cdef pruned_rule_file - cdef extract_file - cdef sample_file - cdef search_file - cdef timingFile - cdef log_int_stats - cdef prev_norm_prefix - cdef float intersect_time, extract_time - cdef csuf.SuffixArray fsa - cdef cdat.DataArray fda - cdef cdat.DataArray eda - - cdef calignment.Alignment alignment - cdef cintlist.CIntList eid2symid - cdef cintlist.CIntList fid2symid - cdef int tight_phrases - cdef int require_aligned_terminal - cdef int require_aligned_chunks - - cdef cintlist.CIntList findexes - cdef cintlist.CIntList findexes1 - - cdef int excluded_sent_id # exclude a sentence id - - def __init__(self, - alignment=None, # compiled alignment object (REQUIRED) - by_slack_factor=1.0, # parameter for double-binary search; doesn't seem to matter much - category="[PHRASE]", # name of generic nonterminal used by Hiero - cacheBetweenSents=False, # prevent flushing of tree between sents; use carefully or you'll run out of memory - extract_file=None, # print raw extracted rules to this file - grammar=None, # empty grammar object -- must be supplied from outside (REQUIRED) - log_int_stats=False, # prints timing data on intersections to stderr - max_chunks=None, # maximum number of contiguous chunks of terminal symbols in RHS of a rule. If None, defaults to max_nonterminals+1 - max_initial_size=10, # maximum span of a grammar rule in TEST DATA - max_length=5, # maximum number of symbols (both T and NT) allowed in a rule - max_nonterminals=2, # maximum number of nonterminals allowed in a rule (set >2 at your own risk) - max_target_chunks=None, # maximum number of contiguous chunks of terminal symbols in target-side RHS of a rule. If None, defaults to max_nonterminals+1 - max_target_length=None, # maximum number of target side symbols (both T and NT) allowed in a rule. If None, defaults to max_initial_size - min_gap_size=2, # minimum span of a nonterminal in the RHS of a rule in TEST DATA - precompute_file=None, # filename of file containing precomputed collocations - precompute_secondary_rank=20, # maximum frequency rank of patterns used to compute triples (don't set higher than 20). - precompute_rank=100, # maximum frequency rank of patterns used to compute collocations (no need to set higher than maybe 200-300) - pruned_rule_file=None, # if specified, pruned grammars will be written to this filename - require_aligned_terminal=True, # require extracted rules to have at least one aligned word - require_aligned_chunks=False, # require each contiguous chunk of extracted rules to have at least one aligned word - per_sentence_grammar=True, # generate grammar files for each input segment - rule_file=None, # UNpruned grammars will be written to this filename - sample_file=None, # Sampling statistics will be written to this filename - search_file=None, # lookup statistics will be written to this filename - train_max_initial_size=10, # maximum span of a grammar rule extracted from TRAINING DATA - train_min_gap_size=2, # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA - tight_phrases=False, # True if phrases should be tight, False otherwise (False == slower but better results) - timingFile=None, # timing statistics will be written to this filename - useBaezaYates=True, # True to require use of double-binary alg, false otherwise - use_collocations=True, # True to enable used of precomputed collocations - use_index=True # True to enable use of precomputed inverted indices - ): - '''Note: we make a distinction between the min_gap_size - and max_initial_size used in test and train. The latter - are represented by train_min_gap_size and train_max_initial_size, - respectively. This is because Chiang's model does not require - them to be the same, therefore we don't either.''' - self.rules = TrieTable(True) # cache - self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation()) - self.grammar = grammar - if alignment is None: - raise Exception("Must specify an alignment object") - self.alignment = alignment - - self.excluded_sent_id = -1 - - # grammar parameters and settings - # NOTE: setting max_nonterminals > 2 is not currently supported in Hiero - self.max_length = max_length - self.max_nonterminals = max_nonterminals - self.max_initial_size = max_initial_size - self.train_max_initial_size = train_max_initial_size - self.min_gap_size = min_gap_size - self.train_min_gap_size = train_min_gap_size - self.category = sym.fromstring(category) - - if max_chunks is None: - self.max_chunks = self.max_nonterminals + 1 - else: - self.max_chunks = max_chunks - - if max_target_chunks is None: - self.max_target_chunks = self.max_nonterminals + 1 - else: - self.max_target_chunks = max_target_chunks - - if max_target_length is None: - self.max_target_length = max_initial_size - else: - self.max_target_length = max_target_length - - # algorithmic parameters and settings - self.cacheBetweenSents = not per_sentence_grammar - self.precomputed_collocations = {} - self.precomputed_index = {} - self.use_index = use_index - self.use_collocations = use_collocations - self.max_rank = {} - self.precompute_file = precompute_file - self.precompute_rank = precompute_rank - self.precompute_secondary_rank = precompute_secondary_rank - self.useBaezaYates = useBaezaYates - self.by_slack_factor = by_slack_factor - if tight_phrases: - self.tight_phrases = 1 - else: - self.tight_phrases = 0 - - if require_aligned_chunks: - # one condition is a stronger version of the other. - self.require_aligned_chunks = 1 - self.require_aligned_terminal = 1 - elif require_aligned_terminal: - self.require_aligned_chunks = 0 - self.require_aligned_terminal = 1 - else: - self.require_aligned_chunks = 0 - self.require_aligned_terminal = 0 - - - self.per_sentence_grammar = per_sentence_grammar - if not self.per_sentence_grammar: - self.rule_filehandler = open(rule_file, "w") - # diagnostics - #if rule_file is None: - # self.rule_file = None - self.rule_file = rule_file - if extract_file is None: - self.extract_file = None - else: - self.extract_file = open(extract_file, "w") - if sample_file is None: - self.sample_file = None - else: - self.sample_file = open(sample_file, "w") - if search_file is None: - self.search_file = None - else: - self.search_file = open(search_file, "w") - self.pruned_rule_file = pruned_rule_file - self.timingFile = timingFile - self.log_int_stats = log_int_stats - self.prev_norm_prefix = () - - self.findexes = cintlist.CIntList(initial_len=10) - self.findexes1 = cintlist.CIntList(initial_len=10) - - def registerContext(self, context_manager): - '''This gives the RuleFactory access to the Context object. - Here we also use it to precompute the most expensive intersections - in the corpus quickly.''' - self.context_manager = context_manager - self.fsa = context_manager.fsarray - self.fda = self.fsa.darray - self.eda = context_manager.edarray - self.fid2symid = self.set_idmap(self.fda) - self.eid2symid = self.set_idmap(self.eda) - self.precompute() - - cdef set_idmap(self, cdat.DataArray darray): - cdef int word_id, new_word_id, N - cdef cintlist.CIntList idmap - - N = len(darray.id2word) - idmap = cintlist.CIntList(initial_len=N) - for word_id from 0 <= word_id < N: - new_word_id = sym.fromstring(darray.id2word[word_id], terminal=True) - idmap.arr[word_id] = new_word_id - return idmap - - - def pattern2phrase(self, pattern): - # pattern is a tuple, which we must convert to a hiero rule.Phrase - result = () - arity = 0 - for word_id in pattern: - if word_id == -1: - arity = arity + 1 - new_id = sym.setindex(self.category, arity) - else: - new_id = sym.fromstring(self.fda.id2word[word_id]) - result = result + (new_id,) - return rule.Phrase(result) - - def pattern2phrase_plus(self, pattern): - # returns a list containing both the pattern, and pattern - # suffixed/prefixed with the NT category. - patterns = [] - result = () - arity = 0 - for word_id in pattern: - if word_id == -1: - arity = arity + 1 - new_id = sym.setindex(self.category, arity) - else: - new_id = sym.fromstring(self.fda.id2word[word_id]) - result = result + (new_id,) - patterns.append(rule.Phrase(result)) - patterns.append(rule.Phrase(result + (sym.setindex(self.category, 1),))) - patterns.append(rule.Phrase((sym.setindex(self.category, 1),) + result)) - return patterns - - def precompute(self): - cdef precomputation.Precomputation pre - - if self.precompute_file is not None: - start_time = monitor.cpu() - log.write("Reading precomputed data from file %s... " % self.precompute_file, 1) - pre = precomputation.Precomputation(self.precompute_file, from_binary=True) - # check parameters of precomputation -- some are critical and some are not - if pre.max_nonterminals != self.max_nonterminals: - log.writeln("\nWARNING: Precomputation done with max nonterminals %d, decoder uses %d" % (pre.max_nonterminals, self.max_nonterminals)) - if pre.max_length != self.max_length: - log.writeln("\nWARNING: Precomputation done with max terminals %d, decoder uses %d" % (pre.max_length, self.max_length)) - if pre.train_max_initial_size != self.train_max_initial_size: - log.writeln("\nERROR: Precomputation done with max initial size %d, decoder uses %d" % (pre.train_max_initial_size, self.train_max_initial_size)) - raise Exception("Parameter mismatch with precomputed data") - if pre.train_min_gap_size != self.train_min_gap_size: - log.writeln("\nERROR: Precomputation done with min gap size %d, decoder uses %d" % (pre.train_min_gap_size, self.train_min_gap_size)) - raise Exception("Parameter mismatch with precomputed data") - log.writeln("done.", 1) - if self.use_index: - log.write("Converting %d hash keys on precomputed inverted index... " % (len(pre.precomputed_index)), 1) - for pattern, arr in pre.precomputed_index.iteritems(): - phrases = self.pattern2phrase_plus(pattern) - for phrase in phrases: - self.precomputed_index[phrase] = arr - log.writeln("done.", 1) - if self.use_collocations: - log.write("Converting %d hash keys on precomputed collocations... " % (len(pre.precomputed_collocations)), 1) - for pattern, arr in pre.precomputed_collocations.iteritems(): - phrase = self.pattern2phrase(pattern) - self.precomputed_collocations[phrase] = arr - log.writeln("done.", 1) - stop_time = monitor.cpu() - log.writeln("Processing precomputations took %f seconds" % (stop_time - start_time), 1) - - - def getPrecomputedCollocation(self, phrase): - if phrase in self.precomputed_collocations: - arr = self.precomputed_collocations[phrase] - return PhraseLocation(arr=arr, arr_low=0, arr_high=len(arr), num_subpatterns=phrase.arity()+1) - return None - - - cdef int* baezaYatesHelper(self, int low1, int high1, int* arr1, int step1, - int low2, int high2, int* arr2, int step2, - int offset_by_one, int len_last, int num_subpatterns, int* result_len): - cdef int i1, i2, j1, j2, med1, med2, med1_plus, med1_minus, med2_minus, med2_plus - cdef int d_first, qsetsize, dsetsize, tmp, search_low, search_high - cdef int med_result_len, low_result_len, high_result_len - cdef long comparison - cdef int* result - cdef int* low_result - cdef int* med_result - cdef int* high_result - cdef Matching loc1, loc2 - - result = malloc(0*sizeof(int*)) -# log.writeln("%sBY: [%d, %d, %d] [%d, %d, %d]" % (pad, low1, high1, step1, low2, high2, step2,), 5) - - d_first = 0 - if high1 - low1 > high2 - low2: -# log.writeln("%sD first" % (pad), 5) - d_first = 1 -# else: -# log.writeln("%sQ first" % (pad), 5) - -# '''First, check to see if we are at any of the -# recursive base cases''' -# -# '''Case 1: one of the sets is empty''' - if low1 >= high1 or low2 >= high2: -# log.writeln("%sRETURN: set is empty" % (pad), 5) - return result - -# '''Case 2: sets are non-overlapping''' - assign_matching(&loc1, arr1, high1-step1, step1, self.fda.sent_id.arr) - assign_matching(&loc2, arr2, low2, step2, self.fda.sent_id.arr) - if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == -1: -# log.writeln("%s %s < %s" % (pad, tuple(arr1[high1-step1:high1]), tuple(arr2[low2:low2+step2])),5) -# log.writeln("%sRETURN: non-overlapping sets" % (pad), 5) - return result - - assign_matching(&loc1, arr1, low1, step1, self.fda.sent_id.arr) - assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr) - if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: -# log.writeln("%s %s > %s" % (pad, tuple(arr1[low1:low1+step1]), tuple(arr2[high2-step2:high2])),5) -# log.writeln("%sRETURN: non-overlapping sets" % (pad), 5) - return result - - # Case 3: query set and data set do not meet size mismatch constraints; - # We use mergesort instead in this case - qsetsize = (high1-low1) / step1 - dsetsize = (high2-low2) / step2 - if d_first: - tmp = qsetsize - qsetsize = dsetsize - dsetsize = tmp - - if self.by_slack_factor * qsetsize * cmath.log(dsetsize) / cmath.log(2) > dsetsize: - free(result) - return self.mergeHelper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) - - # binary search. There are two flavors, depending on - # whether the queryset or dataset is first - if d_first: - med2 = median(low2, high2, step2) - assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - - search_low = low1 - search_high = high1 - while search_low < search_high: - med1 = median(search_low, search_high, step1) - findComparableMatchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - comparison = self.compareMatchingsSet(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - if comparison == -1: - search_low = med1_plus - elif comparison == 1: - search_high = med1_minus - else: - break - else: - med1 = median(low1, high1, step1) - findComparableMatchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - - search_low = low2 - search_high = high2 - while search_low < search_high: - med2 = median(search_low, search_high, step2) - assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - comparison = self.compareMatchingsSet(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - if comparison == -1: - search_high = med2 - elif comparison == 1: - search_low = med2 + step2 - else: - break - - med_result_len = 0 - med_result = malloc(0*sizeof(int*)) - if search_high > search_low: -# '''Then there is a match for the median element of Q''' -# -# '''What we want to find is the group of all bindings in the first set -# s.t. their first element == the first element of med1. Then we -# want to store the bindings for all of those elements. We can -# subsequently throw all of them away.''' - med2_minus = med2 - med2_plus = med2 + step2 - i1 = med1_minus - while i1 < med1_plus: - assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - while med2_minus-step2 >= low2: - assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: - med2_minus = med2_minus - step2 - else: - break - i2 = med2_minus - while i2 < high2: - assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - if comparison == 0: - pass - med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) - if comparison == -1: - break - i2 = i2 + step2 - if i2 > med2_plus: - med2_plus = i2 - i1 = i1 + step1 - - tmp = med1_minus - med1_minus = med1_plus - med1_plus = tmp - else: - # No match; need to figure out the point of division in D and Q - med2_minus = med2 - med2_plus = med2 - if d_first: - med2_minus = med2_minus + step2 - if comparison == -1: - med1_minus = med1_plus - if comparison == 1: - med1_plus = med1_minus - else: - tmp = med1_minus - med1_minus = med1_plus - med1_plus = tmp - if comparison == 1: - med2_minus = med2_minus + step2 - med2_plus = med2_plus + step2 - - low_result_len = 0 - low_result = self.baezaYatesHelper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) - high_result_len = 0 - high_result = self.baezaYatesHelper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) - - result = extend_arr(result, result_len, low_result, low_result_len) - result = extend_arr(result, result_len, med_result, med_result_len) - result = extend_arr(result, result_len, high_result, high_result_len) - free(low_result) - free(med_result) - free(high_result) - - return result - - - - cdef long compareMatchingsSet(self, int i1_minus, int i1_plus, int* arr1, int step1, - Matching* loc2, int offset_by_one, int len_last): -# '''Compares a *set* of bindings, all with the same first element, -# to a single binding. Returns -1 if all comparisons == -1, 1 if all -# comparisons == 1, and 0 otherwise.''' - cdef int i1, comparison, prev_comparison - cdef Matching l1_stack - cdef Matching* loc1 - - loc1 = &l1_stack - - i1 = i1_minus - while i1 < i1_plus: - assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - if comparison == 0: - prev_comparison = 0 - break - elif i1 == i1_minus: - prev_comparison = comparison - else: - if comparison != prev_comparison: - prev_comparison = 0 - break - i1 = i1 + step1 - return prev_comparison - - - cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): - cdef int i - - if loc1.sent_id > loc2.sent_id: - return 1 - if loc2.sent_id > loc1.sent_id: - return -1 - - if loc1.size == 1 and loc2.size == 1: - if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: - return 1 - - elif offset_by_one: - for i from 1 <= i < loc1.size: - if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - return 1 - if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: - return -1 - - else: - if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: - return 1 - if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: - return -1 - - for i from 1 <= i < loc1.size: - if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: - return 1 - if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: - return -1 - - if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: - return -1 - return 0 - - - cdef int* mergeHelper(self, int low1, int high1, int* arr1, int step1, - int low2, int high2, int* arr2, int step2, - int offset_by_one, int len_last, int num_subpatterns, int* result_len): - cdef int i1, i2, j1, j2 - cdef long comparison - cdef int* result - cdef Matching loc1, loc2 -# cdef int i - -# pad = " " -# log.writeln("->mergeHelper", 5) - - result_len[0] = 0 - result = malloc(0*sizeof(int)) - - i1 = low1 - i2 = low2 -# if log.level==5: -# log.writeln("%sMERGE lists [%d,%d,%d] and [%d,%d,%d]" % (pad,low1,high1,step1,low2,high2,step2), 5) -# log.writeln("%soffset_by_one: %d, len_last: %d" % (pad, offset_by_one, len_last), 5) -# log.write("[") -# for i from low1 <= i < high1: -# log.write("%d, " % arr1.arr[i],5) -# log.writeln("]") -# log.write("[") -# for i from low2 <= i < high2: -# log.write("%d, " % arr2.arr[i],5) -# log.writeln("]") - while i1 < high1 and i2 < high2: - -# '''First, pop all unneeded loc2's off the stack''' - assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) -# if log.level==5: -# log.writeln("%s TOP1 %s" % (pad,matching2str(loc1)),5) - while i2 < high2: - assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: -# if log.level==5: -# log.writeln("%s %s > %s" % (pad,matching2str(loc1),matching2str(loc2)),5) -# log.writeln("%s POP2 %s" % (pad,matching2str(loc2)),5) - i2 = i2 + step2 - else: - break - -# '''Next: process all loc1's with the same starting val''' - j1 = i1 - while i1 < high1 and arr1[j1] == arr1[i1]: - assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - j2 = i2 - while j2 < high2: - assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr) - comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - if comparison == 0: -# if log.level==5: -# log.writeln("%s %s == %s" % (pad,matching2str(loc1),matching2str(loc2)),5) - result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len) - if comparison == 1: -# if log.level==5: -# log.writeln("%s %s > %s" % (pad,matching2str(loc1),matching2str(loc2)),5) - pass - if comparison == -1: -# if log.level==5: -# log.writeln("%s %s < %s" % (pad,matching2str(loc1),matching2str(loc2)),5) - break - else: - j2 = j2 + step2 -# if log.level==5: -# log.writeln("%s POP1 %s" % (pad,matching2str(loc1)),5) - i1 = i1 + step1 - -# log.writeln("<-mergeHelper", 5) - return result - - - cdef void sortPhraseLoc(self, cintlist.CIntList arr, PhraseLocation loc, rule.Phrase phrase): - cdef int i, j - cdef cveb.VEB veb - cdef cintlist.CIntList result - - if phrase in self.precomputed_index: - loc.arr = self.precomputed_index[phrase] - else: - loc.arr = cintlist.CIntList(initial_len=loc.sa_high-loc.sa_low) - veb = cveb.VEB(arr.len) - for i from loc.sa_low <= i < loc.sa_high: - veb._insert(arr.arr[i]) - i = veb.veb.min_val - for j from 0 <= j < loc.sa_high-loc.sa_low: - loc.arr.arr[j] = i - i = veb._findsucc(i) - loc.arr_low = 0 - loc.arr_high = loc.arr.len - - - cdef intersectHelper(self, rule.Phrase prefix, rule.Phrase suffix, - PhraseLocation prefix_loc, PhraseLocation suffix_loc, int algorithm): - - cdef cintlist.CIntList arr1, arr2, result - cdef int low1, high1, step1, low2, high2, step2, offset_by_one, len_last, num_subpatterns, result_len - cdef int* result_ptr - cdef csuf.SuffixArray suf - - result_len = 0 - - if sym.isvar(suffix[0]): - offset_by_one = 1 - else: - offset_by_one = 0 - - len_last = len(suffix.getchunk(suffix.arity())) - - if prefix_loc.arr is None: - suf = self.context_manager.fsarray - self.sortPhraseLoc(suf.sa, prefix_loc, prefix) - arr1 = prefix_loc.arr - low1 = prefix_loc.arr_low - high1 = prefix_loc.arr_high - step1 = prefix_loc.num_subpatterns - - if suffix_loc.arr is None: - suf = self.context_manager.fsarray - self.sortPhraseLoc(suf.sa, suffix_loc, suffix) - arr2 = suffix_loc.arr - low2 = suffix_loc.arr_low - high2 = suffix_loc.arr_high - step2 = suffix_loc.num_subpatterns - - num_subpatterns = prefix.arity()+1 - - if algorithm == MERGE: - result_ptr = self.mergeHelper(low1, high1, arr1.arr, step1, - low2, high2, arr2.arr, step2, - offset_by_one, len_last, num_subpatterns, &result_len) - else: - result_ptr = self.baezaYatesHelper(low1, high1, arr1.arr, step1, - low2, high2, arr2.arr, step2, - offset_by_one, len_last, num_subpatterns, &result_len) - - if result_len == 0: - free(result_ptr) - return None - else: - result = cintlist.CIntList() - free(result.arr) - result.arr = result_ptr - result.len = result_len - result.size = result_len - return PhraseLocation(arr_low=0, arr_high=result_len, arr=result, num_subpatterns=num_subpatterns) - - cdef loc2str(self, PhraseLocation loc): - cdef int i, j - result = "{" - i = 0 - while i < loc.arr_high: - result = result + "(" - for j from i <= j < i + loc.num_subpatterns: - result = result + ("%d " %loc.arr[j]) - result = result + ")" - i = i + loc.num_subpatterns - result = result + "}" - return result - -# cdef compareResults(self, PhraseLocation loc1, PhraseLocation loc2, phrase, type1, type2): -# cdef i -# if loc1 is None and type1=="pre": -# return -# if loc1 is None: -# if loc2 is None or loc2.arr_high == 0: -# return -# if loc2 is None: -# if loc1.arr_high == 0: -# return -# if loc1.arr_high != loc2.arr_high: -# log.writeln("ERROR: %d vs %d (%s vs %s)" % (loc1.arr_high, loc2.arr_high, type1, type2)) -# #log.writeln(" %s" % self.loc2str(loc2)) -# if loc1.arr_high == 0: -# return -# elif loc1.num_subpatterns != loc2.num_subpatterns: -# log.writeln("ERROR 2: %d vs %d (%d v %d) %s" % (loc1.num_subpatterns, loc2.num_subpatterns, loc1.arr_high, loc2.arr_high, phrase)) -# for i from 0 <= i < loc1.arr_high: -# if loc1.arr[i] != loc2.arr[i]: -# log.writeln("ERROR 3") -# - cdef PhraseLocation intersect(self, prefix_node, suffix_node, rule.Phrase phrase): - cdef rule.Phrase prefix, suffix - cdef PhraseLocation prefix_loc, suffix_loc, result - - start_time = monitor.cpu() - prefix = prefix_node.phrase - suffix = suffix_node.phrase - prefix_loc = prefix_node.phrase_location - suffix_loc = suffix_node.phrase_location - - result = self.getPrecomputedCollocation(phrase) - if result is not None: - intersect_method = "precomputed" - - if result is None: - if self.useBaezaYates: - result = self.intersectHelper(prefix, suffix, prefix_loc, suffix_loc, BAEZA_YATES) - intersect_method="double binary" - else: - result = self.intersectHelper(prefix, suffix, prefix_loc, suffix_loc, MERGE) - intersect_method="merge" - stop_time = monitor.cpu() - intersect_time = stop_time - start_time - if self.log_int_stats: - if intersect_method == "precomputed": - sort1 = "none" - sort2 = "none" - else: - if prefix in self.precomputed_index: - sort1 = "index" - else: - sort1 = "veb" - if suffix in self.precomputed_index: - sort2 = "index" - else: - sort2 = "veb" - result_len=0 - if result is not None: - result_len = len(result.arr)/result.num_subpatterns - rank = 0 -# if phrase in self.max_rank: -# rank = self.max_rank[phrase] -# else: -# rank = self.precompute_rank + 10 - log.writeln("INT %d %d %d %d %d %f %d %s %s %s" % - (len(prefix)+1 - prefix.arity(), prefix.arity(), - nGramCount(prefix_node.phrase_location), - nGramCount(suffix_node.phrase_location), - result_len, intersect_time, rank, intersect_method, sort1, sort2)) - return result - - def advance(self, frontier, res, fwords): - nf = [] - for (toskip, (i, alt, pathlen)) in frontier: - spanlen = fwords[i][alt][2] - if (toskip == 0): - #log.writeln("RES: (%d %d %d)" % (i, alt, pathlen), 3) - res.append((i, alt, pathlen)) - ni = i + spanlen - #log.writeln("proc: %d (%d %d %d) sl=%d ni=%d len(fwords)=%d" % (toskip, i, alt, pathlen, spanlen, ni, len(fwords)), 3) - if (ni < len(fwords) and (pathlen + 1) < self.max_initial_size): - for na in xrange(len(fwords[ni])): - nf.append((toskip - 1, (ni, na, pathlen + 1))) - if (len(nf) > 0): - return self.advance(nf, res, fwords) - else: - return res - - def get_all_nodes_isteps_away(self, skip, i, spanlen, pathlen, fwords, next_states, reachable_buffer): - frontier = [] - if (i+spanlen+skip >= len(next_states)): - return frontier - #print "get_all_nodes_isteps_away from %i" % (i) - key = tuple([i,spanlen]) - reachable = [] - if (key in reachable_buffer): - reachable = reachable_buffer[key] - else: - reachable = self.reachable(fwords, i, spanlen) - reachable_buffer[key] = reachable - #print "reachable(from=%i,dist=%i) = " % (i,spanlen) - #print reachable - for nextreachable in reachable: - for next_id in next_states[nextreachable]: - jump = self.shortest(fwords,i,next_id) - #print "checking next_id = %i, pathlen[sofar] = %i, jump = %i" % (next_id,pathlen,jump) - #if (next_id - (i+spanlen)) < skip: - if jump < skip: - continue - #if next_id-(i-pathlen) < self.max_initial_size: - if pathlen+jump <= self.max_initial_size: - for alt_id in xrange(len(fwords[next_id])): - if (fwords[next_id][alt_id][0] != cn.epsilon): - #frontier.append((next_id,alt_id,next_id-(i-pathlen))); - #print "finding the shortest from %i to %i" % (i, next_id) - newel = (next_id,alt_id,pathlen+jump) - if newel not in frontier: - frontier.append((next_id,alt_id,pathlen+jump)) - #print "appending to frontier = next_id=%i, alt_id=%i, pathlen=%i" % (next_id,alt_id,pathlen+jump) - #else: - #print "NOT appending to frontier = next_id=%i, alt_id=%i, pathlen=%i" % (next_id,alt_id,pathlen+jump) - #else: - #print "next_id = %s is aborted\n" % next_id - #print "returning frontier" - #print frontier - return frontier - - def reachable(self, fwords, ifrom, dist): - #print "inside reachable(%i,%i)" % (ifrom,dist) - ret = [] - if (ifrom >= len(fwords)): - return ret - for alt_id in xrange(len(fwords[ifrom])): - if (fwords[ifrom][alt_id][0] == cn.epsilon): - ret.extend(self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist)) - else: - if (dist==0): - if (ifrom not in ret): - ret.append(ifrom) - else: - for ifromchild in self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist-1): - if (ifromchild not in ret): - ret.append(ifromchild) - - return ret - - def shortest(self, fwords, ifrom, ito): - min = 1000 - #print "shortest ifrom=%i, ito=%i" % (ifrom,ito) - if (ifrom > ito): - return min - if (ifrom == ito): - return 0 - for alt_id in xrange(len(fwords[ifrom])): - currmin = self.shortest(fwords,ifrom+fwords[ifrom][alt_id][2],ito) - if (fwords[ifrom][alt_id][0] != cn.epsilon): - currmin += 1 - if (currmin 0: - curr = candidate.pop() - if curr[0] >= len(_columns): - continue - if curr[0] not in result and min_dist <= curr[1] <= self.max_initial_size: - result.append(curr[0]); - curr_col = _columns[curr[0]] - for alt in curr_col: - next_id = curr[0]+alt[2] - jump = 1 - if (alt[0] == cn.epsilon): - jump = 0 - if next_id not in result and min_dist <= curr[1]+jump <= self.max_initial_size+1: - candidate.append([next_id,curr[1]+jump]) - return sorted(result); - - def input(self, fwords, meta=None, output=None): - '''When this function is called on the RuleFactory, - it looks up all of the rules that can be used to translate - the input sentence''' - cdef int i, j, k, flen, arity, num_subpatterns, num_samples - cdef float start_time - cdef PhraseLocation phrase_location - cdef cintlist.CIntList sample, chunklen - cdef Matching matching - cdef rule.Phrase hiero_phrase - - #fwords = [ ((1,0.0,1),), fwords1 ] #word id for = 1, cost = 0.0, next = 1 - #print fwords - flen = len(fwords) - #print "length = %i" % flen - start_time = monitor.cpu() - self.intersect_time = 0.0 - self.extract_time = 0.0 - nodes_isteps_away_buffer = {} - hit = 0 - reachable_buffer = {} - if meta: - dattrs = sgml.attrs_to_dict(meta) - id = dattrs.get('id', 'NOID') - self.excluded_sent_id = int(dattrs.get('exclude', '-1')) - if output: - self.rule_filehandler = output - elif self.per_sentence_grammar: - self.rule_filehandler = open(self.rule_file+'.'+id, 'w') - - #print "max_initial_size = %i" % self.max_initial_size - - if not self.cacheBetweenSents: - self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation()) - self.grammar.root = [None, {}] - - frontier = [] - for i in xrange(len(fwords)): - for alt in xrange(0, len(fwords[i])): - if fwords[i][alt][0] != cn.epsilon: - frontier.append((i, i, alt, 0, self.rules.root, (), False)) - - xroot = None - x1 = sym.setindex(self.category, 1) - if x1 in self.rules.root.children: - xroot = self.rules.root.children[x1] - else: - xroot = ExtendedTrieNode(suffix_link=self.rules.root, phrase_location=PhraseLocation()) - self.rules.root.children[x1] = xroot - - for i in xrange(self.min_gap_size, len(fwords)): - for alt in xrange(0, len(fwords[i])): - if fwords[i][alt][0] != cn.epsilon: - frontier.append((i-self.min_gap_size, i, alt, self.min_gap_size, xroot, (x1,), True)) - '''for k, i, alt, pathlen, node, prefix, is_shadow_path in frontier: - if len(prefix)>0: - print k, i, alt, pathlen, node, map(sym.tostring,prefix), is_shadow_path - else: - print k, i, alt, pathlen, node, prefix, is_shadow_path''' - - #for wid in xrange(1000): - # print "%i = %s" % (wid, sym.tostring(wid)) - next_states = [] - for i in xrange(len(fwords)): - next_states.append(self.get_next_states(fwords,i,self.min_gap_size)) - #print "next state of %i" % i - #print next_states[i] - - while len(frontier) > 0: - #print "frontier = %i" % len(frontier) - this_iter_intersect_time = self.intersect_time - new_frontier = [] - for k, i, alt, pathlen, node, prefix, is_shadow_path in frontier: - #print "looking at: " - #if len(prefix)>0: - # print k, i, alt, pathlen, node, map(sym.tostring,prefix), is_shadow_path - #else: - # print k, i, alt, pathlen, node, prefix, is_shadow_path - word_id = fwords[i][alt][0] - spanlen = fwords[i][alt][2] - #print "word_id = %i, %s" % (word_id, sym.tostring(word_id)) - # to prevent .. [X] - #print "prefix = ",prefix - #if word_id == 2 and len(prefix)>=2: - #print "at the end: %s" % (prefix[len(prefix)-1]) - #if prefix[len(prefix)-1]<0: - #print "break" - #continue - #print "continuing" - #if pathlen + spanlen > self.max_initial_size: - #continue - # TODO get rid of k -- pathlen is replacing it - if word_id == cn.epsilon: - #print "skipping because word_id is epsilon" - if i+spanlen >= len(fwords): - continue - for nualt in xrange(0,len(fwords[i+spanlen])): - frontier.append((k, i+spanlen, nualt, pathlen, node, prefix, is_shadow_path)) - continue - - phrase = prefix + (word_id,) - str_phrase = map(sym.tostring, phrase) - hiero_phrase = rule.Phrase(phrase) - arity = hiero_phrase.arity() - - #print "pos %2d, node %5d, '%s'" % (i, node.id, hiero_phrase) - if self.search_file is not None: - self.search_file.write("%s\n" % hiero_phrase) - - lookup_required = False - if word_id in node.children: - if node.children[word_id] is None: - #print "Path dead-ends at this node\n" - continue - else: - #print "Path continues at this node\n" - node = node.children[word_id] - else: - if node.suffix_link is None: - #print "Current node is root; lookup required\n" - lookup_required = True - else: - if word_id in node.suffix_link.children: - if node.suffix_link.children[word_id] is None: - #print "Suffix link reports path is dead end\n" - node.children[word_id] = None - continue - else: - #print "Suffix link indicates lookup is reqired\n" - lookup_required = True - else: - #print "ERROR: We never get here\n" - raise Exception("Keyword trie error") - #new_frontier.append((k, i, alt, pathlen, node, prefix, is_shadow_path)) - #print "checking whether lookup_required\n" - if lookup_required: - new_node = None - if is_shadow_path: - #print "Extending shadow path for %s \n" - # on the shadow path we don't do any search, we just use info from suffix link - new_node = ExtendedTrieNode(phrase_location=node.suffix_link.children[word_id].phrase_location, - suffix_link=node.suffix_link.children[word_id], - phrase=hiero_phrase) - else: - if arity > 0: - #print "Intersecting for %s because of arity > 0\n" % hiero_phrase - phrase_location = self.intersect(node, node.suffix_link.children[word_id], hiero_phrase) - else: - #print "Suffix array search for %s" % hiero_phrase - phrase_location = node.phrase_location - sa_range = self.context_manager.fsarray.lookup(str_phrase[-1], len(str_phrase)-1, phrase_location.sa_low, phrase_location.sa_high) - if sa_range is not None: - phrase_location = PhraseLocation(sa_low=sa_range[0], sa_high=sa_range[1]) - else: - phrase_location = None - - if phrase_location is None: - node.children[word_id] = None - #print "Search failed\n" - continue - #print "Search succeeded\n" - suffix_link = self.rules.root - if node.suffix_link is not None: - suffix_link = node.suffix_link.children[word_id] - new_node = ExtendedTrieNode(phrase_location=phrase_location, - suffix_link=suffix_link, - phrase=hiero_phrase) - node.children[word_id] = new_node - node = new_node - #print "Added node %d with suffix link %d\n" % (node.id, node.suffix_link.id) - - '''Automatically add a trailing X node, if allowed -- - This should happen before we get to extraction (so that - the node will exist if needed)''' - if arity < self.max_nonterminals: - xcat_index = arity+1 - xcat = sym.setindex(self.category, xcat_index) - suffix_link_xcat_index = xcat_index - if is_shadow_path: - suffix_link_xcat_index = xcat_index-1 - suffix_link_xcat = sym.setindex(self.category, suffix_link_xcat_index) - node.children[xcat] = ExtendedTrieNode(phrase_location=node.phrase_location, - suffix_link=node.suffix_link.children[suffix_link_xcat], - phrase= rule.Phrase(phrase + (xcat,))) - #log.writeln("Added node %d with suffix link %d (for X)" % (node.children[xcat].id, node.children[xcat].suffix_link.id), 4) - - # sample from range - if not is_shadow_path: - #print "is_not_shadow_path" - sample = self.context_manager.sampler.sample(node.phrase_location) - #print "node.phrase_location %s" % str(node.phrase_location) - #print "sample.len = %i" % len(sample) - num_subpatterns = ( node.phrase_location).num_subpatterns - chunklen = cintlist.CIntList(initial_len=num_subpatterns) - for j from 0 <= j < num_subpatterns: - chunklen.arr[j] = hiero_phrase.chunklen(j) - extracts = [] - j = 0 - extract_start = monitor.cpu() - '''orig_tight_phrases = self.tight_phrases - orig_require_aligned_terminal = self.require_aligned_terminal - orig_require_aligned_chunks = self.require_aligned_chunks - if k==0 or i==len(fwords)-1: - self.tight_phrases = 0 - self.require_aligned_terminal = 0 - self.require_aligned_chunks = 0''' - while j < sample.len: - extract = [] - - assign_matching(&matching, sample.arr, j, num_subpatterns, self.fda.sent_id.arr) - '''print "tight_phrase = " - print self.tight_phrases - print "require_aligned_terminal = " - print self.require_aligned_terminal - print "require_aligned_chunks = " - print self.require_aligned_chunks''' - - extract = self.extract(hiero_phrase, &matching, chunklen.arr, num_subpatterns) - extracts.extend(extract) - j = j + num_subpatterns - '''self.tight_phrases = orig_tight_phrases - sttice+sa.nw.normelf.require_aligned_terminal = orig_require_aligned_terminal - self.require_aligned_chunks = orig_require_aligned_chunks''' - num_samples = sample.len/num_subpatterns - extract_stop = monitor.cpu() - self.extract_time = self.extract_time + extract_stop - extract_start - #print "extract.size = %i" % len(extracts) - if len(extracts) > 0: - fphrases = {} - fals = {} - fcount = {} - for f, e, count, als in extracts: - fcount.setdefault(f, 0.0) - fcount[f] = fcount[f] + count - fphrases.setdefault(f, {}) - fphrases[f].setdefault(e, {}) - #fphrases[f][e] = fphrases[f][e] + count - fphrases[f][e].setdefault(als,0.0) - fphrases[f][e][als] = fphrases[f][e][als] + count - #print "f,e,als ",f," : ",e," : ",als," count = ",fphrases[f][e][als] - #fals[str(f)+" ||| "+str(e)] = als - for f, elist in fphrases.iteritems(): - #print "f = '%s'" % f - #if (str(f) in ['','',' [X,1]','[X,1] ']): - # print "rejected" - # continue - f_margin = fcount[f] - for e, alslist in elist.iteritems(): - alignment = None - count = 0 - for als, currcount in alslist.iteritems(): - #print "als = ",als,", count = ",currcount - if currcount > count: - alignment = als - count = currcount - #alignment = fals[str(f)+" ||| "+str(e)] - #print "selected = ",alignment," with count = ",count - scores = [] - for m in self.context_manager.models: - scores.append(m.compute_contextless_score(f, e, count, fcount[f], num_samples)) - r = rule.Rule(self.category, f, e, scores=scores, owner="context", word_alignments = alignment) - self.grammar.add(r) - if self.rule_filehandler is not None: - self.rule_filehandler.write("%s\n" % r.to_line()) - #print "adding a rule = %s" % r - - #if len(phrase) < self.max_length and i+spanlen < len(fwords) and pathlen+spanlen < self.max_initial_size: - if len(phrase) < self.max_length and i+spanlen < len(fwords) and pathlen+1 <= self.max_initial_size: - #to prevent [X] - #print "lexicalized" - for alt_id in xrange(len(fwords[i+spanlen])): - #if (fwords[i+spanlen][alt_id][2]+pathlen+spanlen <= self.max_initial_size): - #new_frontier.append((k, i+spanlen, alt_id, pathlen + spanlen, node, phrase, is_shadow_path)) - #print "alt_id = %d\n" % alt_id - new_frontier.append((k, i+spanlen, alt_id, pathlen + 1, node, phrase, is_shadow_path)) - #print (k, i+spanlen, alt_id, pathlen + spanlen, node, map(sym.tostring,phrase), is_shadow_path) - #print "end lexicalized" - num_subpatterns = arity - if not is_shadow_path: - num_subpatterns = num_subpatterns + 1 - #to avoid X ... we want next to a lexicalized item - #if k>0 and i X_1 w X_2 / X_1 X_2. This is probably - # not worth the bother, though. - #print "find_fixpoint0" - return 0 - elif e_in_low != -1 and e_low[0] != e_in_low: - if e_in_low - e_low[0] < min_ex_size: - e_low[0] = e_in_low - min_ex_size - if e_low[0] < 0: - #print "find_fixpoint1" - return 0 - - if e_high[0] - e_low[0] > max_e_len: - #print "find_fixpoint2" - return 0 - elif e_in_high != -1 and e_high[0] != e_in_high: - if e_high[0] - e_in_high < min_ex_size: - e_high[0] = e_in_high + min_ex_size - if e_high[0] > e_sent_len: - #print "find_fixpoint3" - return 0 - - f_back_low[0] = -1 - f_back_high[0] = -1 - f_low_prev = f_low - f_high_prev = f_high - new_x = 0 - new_low_x = 0 - new_high_x = 0 - - while True: - - if f_back_low[0] == -1: - self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - else: - self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) - self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - - if f_back_low[0] > f_low: - f_back_low[0] = f_low - - if f_back_high[0] < f_high: - f_back_high[0] = f_high - - if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: - return 1 - - if allow_low_x == 0 and f_back_low[0] < f_low: -# log.writeln(" FAIL: f phrase is not tight") - #print " FAIL: f phrase is not tight" - return 0 - - if f_back_high[0] - f_back_low[0] > max_f_len: -# log.writeln(" FAIL: f back projection is too wide") - #print " FAIL: f back projection is too wide" - return 0 - - if allow_high_x == 0 and f_back_high[0] > f_high: -# log.writeln(" FAIL: extension on high side not allowed") - #print " FAIL: extension on high side not allowed" - return 0 - - if f_low != f_back_low[0]: - if new_low_x == 0: - if new_x >= max_new_x: -# log.writeln(" FAIL: extension required on low side violates max # of gaps") - #print " FAIL: extension required on low side violates max # of gaps" - return 0 - else: - new_x = new_x + 1 - new_low_x = 1 - if f_low - f_back_low[0] < min_fx_size: - f_back_low[0] = f_low - min_fx_size - if f_back_high[0] - f_back_low[0] > max_f_len: -# log.writeln(" FAIL: extension required on low side violates max initial length") - #print " FAIL: extension required on low side violates max initial length" - return 0 - if f_back_low[0] < 0: -# log.writeln(" FAIL: extension required on low side violates sentence boundary") - #print " FAIL: extension required on low side violates sentence boundary" - return 0 - - if f_high != f_back_high[0]: - if new_high_x == 0: - if new_x >= max_new_x: -# log.writeln(" FAIL: extension required on high side violates max # of gaps") - #print " FAIL: extension required on high side violates max # of gaps" - return 0 - else: - new_x = new_x + 1 - new_high_x = 1 - if f_back_high[0] - f_high < min_fx_size: - f_back_high[0] = f_high + min_fx_size - if f_back_high[0] - f_back_low[0] > max_f_len: -# log.writeln(" FAIL: extension required on high side violates max initial length") - #print " FAIL: extension required on high side violates max initial length" - return 0 - if f_back_high[0] > f_sent_len: -# log.writeln(" FAIL: extension required on high side violates sentence boundary") - #print " FAIL: extension required on high side violates sentence boundary" - return 0 - - e_low_prev = e_low[0] - e_high_prev = e_high[0] - - self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) - self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) - if e_low[0] == e_low_prev and e_high[0] == e_high_prev: - return 1 - if allow_arbitrary_x == 0: -# log.writeln(" FAIL: arbitrary expansion not permitted") - #print " FAIL: arbitrary expansion not permitted" - return 0 - if e_high[0] - e_low[0] > max_e_len: -# log.writeln(" FAIL: re-projection violates sentence max phrase length") - #print " FAIL: re-projection violates sentence max phrase length" - return 0 - f_low_prev = f_back_low[0] - f_high_prev = f_back_high[0] - - - cdef find_projection(self, int in_low, int in_high, int* in_links_low, int* in_links_high, - int* out_low, int* out_high): - cdef int i - for i from in_low <= i < in_high: - if in_links_low[i] != -1: - if out_low[0] == -1 or in_links_low[i] < out_low[0]: - out_low[0] = in_links_low[i] - if out_high[0] == -1 or in_links_high[i] > out_high[0]: - out_high[0] = in_links_high[i] - - - cdef int* int_arr_extend(self, int* arr, int* arr_len, int* data, int data_len): - cdef int new_len - new_len = arr_len[0] + data_len - arr = realloc(arr, new_len*sizeof(int)) - memcpy(arr+arr_len[0], data, data_len*sizeof(int)) - arr_len[0] = new_len - return arr - - - cdef extract_phrases(self, int e_low, int e_high, int* e_gap_low, int* e_gap_high, int* e_links_low, int num_gaps, - int f_low, int f_high, int* f_gap_low, int* f_gap_high, int* f_links_low, - int sent_id, int e_sent_len, int e_sent_start): - cdef int i, j, k, m, n, *e_gap_order, e_x_low, e_x_high, e_x_gap_low, e_x_gap_high - cdef int *e_gaps1, *e_gaps2, len1, len2, step, num_chunks - cdef cintlist.CIntList ephr_arr - cdef result - - #print "inside extract_phrases" - #print "f_low=%d, f_high=%d" % (f_low,f_high) - result = [] - len1 = 0 - e_gaps1 = malloc(0) - ephr_arr = cintlist.CIntList() - - e_gap_order = malloc(num_gaps*sizeof(int)) - if num_gaps > 0: - e_gap_order[0] = 0 - for i from 1 <= i < num_gaps: - for j from 0 <= j < i: - if e_gap_low[i] < e_gap_low[j]: - for k from j <= k < i: - e_gap_order[k+1] = e_gap_order[k] - e_gap_order[j] = i - break - else: - e_gap_order[i] = i - - e_x_low = e_low - e_x_high = e_high - if self.tight_phrases == 0: - while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: - e_x_low = e_x_low - 1 - while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: - e_x_high = e_x_high + 1 - - for i from e_x_low <= i <= e_low: - e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) - - for i from 0 <= i < num_gaps: - e_gaps2 = malloc(0) - len2 = 0 - - j = e_gap_order[i] - e_x_gap_low = e_gap_low[j] - e_x_gap_high = e_gap_high[j] - if self.tight_phrases == 0: - while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - e_x_gap_low = e_x_gap_low - 1 - while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: - e_x_gap_high = e_x_gap_high + 1 - - k = 0 - step = 1+(i*2) - while k < len1: - for m from e_x_gap_low <= m <= e_gap_low[j]: - if m >= e_gaps1[k+step-1]: - for n from e_gap_high[j] <= n <= e_x_gap_high: - if n-m >= 1: # extractor.py doesn't restrict target-side gap length - e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - k = k + step - free(e_gaps1) - e_gaps1 = e_gaps2 - len1 = len2 - - step = 1+(num_gaps*2) - e_gaps2 = malloc(0) - len2 = 0 - for i from e_high <= i <= e_x_high: - j = 0 - while j < len1: - if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - j = j + step - free(e_gaps1) - e_gaps1 = e_gaps2 - len1 = len2 - - step = (num_gaps+1)*2 - i = 0 - - while i < len1: - ephr_arr._clear() - num_chunks = 0 - indexes = [] - for j from 0 <= j < num_gaps+1: - if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: - num_chunks = num_chunks + 1 - for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: - indexes.append(k) - ephr_arr._append(self.eid2symid[self.eda.data.arr[e_sent_start+k]]) - if j < num_gaps: - indexes.append(sym.setindex(self.category, e_gap_order[j]+1)) - ephr_arr._append(sym.setindex(self.category, e_gap_order[j]+1)) - i = i + step - if ephr_arr.len <= self.max_target_length and num_chunks <= self.max_target_chunks: - result.append((rule.Phrase(ephr_arr),indexes)) - - free(e_gaps1) - free(e_gap_order) - return result - - cdef create_alignments(self, int* sent_links, int num_links, findexes, eindexes): - #print "create_alignments" - #s = "sent_links = " - #i = 0 - #while (i < num_links*2): - # s = s+"%d-%d " % (sent_links[i],sent_links[i+1]) - # i += 2 - #print s - #print findexes - #print eindexes - - ret = cintlist.CIntList() - for i in xrange(len(findexes)): - s = findexes[i] - if (s<0): - continue - idx = 0 - while (idx < num_links*2): - if (sent_links[idx] == s): - j = eindexes.index(sent_links[idx+1]) - ret.append(i*65536+j) - idx += 2 - return ret - - cdef extract(self, rule.Phrase phrase, Matching* matching, int* chunklen, int num_chunks): - cdef int* sent_links, *e_links_low, *e_links_high, *f_links_low, *f_links_high - cdef int *f_gap_low, *f_gap_high, *e_gap_low, *e_gap_high, num_gaps, gap_start - cdef int i, j, k, e_i, f_i, num_links, num_aligned_chunks, met_constraints - cdef int f_low, f_high, e_low, e_high, f_back_low, f_back_high - cdef int e_sent_start, e_sent_end, f_sent_start, f_sent_end, e_sent_len, f_sent_len - cdef int e_word_count, f_x_low, f_x_high, e_x_low, e_x_high, phrase_len - cdef float pair_count - cdef float available_mass - cdef extracts, phrase_list - cdef cintlist.CIntList fphr_arr - cdef rule.Phrase fphr - cdef reason_for_failure - - fphr_arr = cintlist.CIntList() - phrase_len = phrase.n - extracts = [] - sent_links = self.alignment._get_sent_links(matching.sent_id, &num_links) - - e_sent_start = self.eda.sent_index.arr[matching.sent_id] - e_sent_end = self.eda.sent_index.arr[matching.sent_id+1] - e_sent_len = e_sent_end - e_sent_start - 1 - f_sent_start = self.fda.sent_index.arr[matching.sent_id] - f_sent_end = self.fda.sent_index.arr[matching.sent_id+1] - f_sent_len = f_sent_end - f_sent_start - 1 - available_mass = 1.0 - if matching.sent_id == self.excluded_sent_id: - available_mass = 0.0 - - self.findexes1.reset() - sofar = 0 - for i in xrange(num_chunks): - for j in xrange(chunklen[i]): - self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); - sofar += 1 - if (i+1 malloc(e_sent_len*sizeof(int)) - e_links_high = malloc(e_sent_len*sizeof(int)) - f_links_low = malloc(f_sent_len*sizeof(int)) - f_links_high = malloc(f_sent_len*sizeof(int)) - f_gap_low = malloc((num_chunks+1)*sizeof(int)) - f_gap_high = malloc((num_chunks+1)*sizeof(int)) - e_gap_low = malloc((num_chunks+1)*sizeof(int)) - e_gap_high = malloc((num_chunks+1)*sizeof(int)) - memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) - memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) - - reason_for_failure = "" - - for i from 0 <= i < e_sent_len: - e_links_low[i] = -1 - e_links_high[i] = -1 - for i from 0 <= i < f_sent_len: - f_links_low[i] = -1 - f_links_high[i] = -1 - - # this is really inefficient -- might be good to - # somehow replace with binary search just for the f - # links that we care about (but then how to look up - # when we want to check something on the e side?) - i = 0 - while i < num_links*2: - f_i = sent_links[i] - e_i = sent_links[i+1] - if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - f_links_low[f_i] = e_i - if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - f_links_high[f_i] = e_i + 1 - if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - e_links_low[e_i] = f_i - if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - e_links_high[e_i] = f_i + 1 - i = i + 2 - - als = [] - for x in xrange(matching.start,matching.end): - al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) - als.append(al) - # check all source-side alignment constraints - met_constraints = 1 - if self.require_aligned_terminal: - num_aligned_chunks = 0 - for i from 0 <= i < num_chunks: - for j from 0 <= j < chunklen[i]: - if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - num_aligned_chunks = num_aligned_chunks + 1 - break - if num_aligned_chunks == 0: - reason_for_failure = "No aligned terminals" - met_constraints = 0 - if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - reason_for_failure = "Unaligned chunk" - met_constraints = 0 - - if met_constraints and self.tight_phrases: - # outside edge constraints are checked later - for i from 0 <= i < num_chunks-1: - if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: - reason_for_failure = "Gaps are not tight phrases" - met_constraints = 0 - break - if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - reason_for_failure = "Gaps are not tight phrases" - met_constraints = 0 - break - - f_low = matching.arr[matching.start] - f_sent_start - f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start - if met_constraints: - - if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - self.train_min_gap_size, 0, - self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): - gap_error = 0 - num_gaps = 0 - - if f_back_low < f_low: - f_gap_low[0] = f_back_low - f_gap_high[0] = f_low - num_gaps = 1 - gap_start = 0 - phrase_len = phrase_len+1 - if phrase_len > self.max_length: - gap_error = 1 - if self.tight_phrases: - if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - gap_error = 1 - reason_for_failure = "Inside edges of preceding subphrase are not tight" - else: - gap_start = 1 - if self.tight_phrases and f_links_low[f_low] == -1: - # this is not a hard error. we can't extract this phrase - # but we still might be able to extract a superphrase - met_constraints = 0 - - for i from 0 <= i < matching.size - 1: - f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start - f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start - num_gaps = num_gaps + 1 - - if f_high < f_back_high: - f_gap_low[gap_start+num_gaps] = f_high - f_gap_high[gap_start+num_gaps] = f_back_high - num_gaps = num_gaps + 1 - phrase_len = phrase_len+1 - if phrase_len > self.max_length: - gap_error = 1 - if self.tight_phrases: - if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - gap_error = 1 - reason_for_failure = "Inside edges of following subphrase are not tight" - else: - if self.tight_phrases and f_links_low[f_high-1] == -1: - met_constraints = 0 - - if gap_error == 0: - e_word_count = e_high - e_low - for i from 0 <= i < num_gaps: # check integrity of subphrases - if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], - f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, - f_gap_low+gap_start+i, f_gap_high+gap_start+i, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 0, 0, 0, 0, 0, 0, 0) == 0: - gap_error = 1 - reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) - break - - if gap_error == 0: - i = 1 - self.findexes.reset() - if f_back_low < f_low: - fphr_arr._append(sym.setindex(self.category, i)) - i = i+1 - self.findexes.append(sym.setindex(self.category, i)) - self.findexes.extend(self.findexes1) - for j from 0 <= j < phrase.n: - if sym.isvar(phrase.syms[j]): - fphr_arr._append(sym.setindex(self.category, i)) - i = i + 1 - else: - fphr_arr._append(phrase.syms[j]) - if f_back_high > f_high: - fphr_arr._append(sym.setindex(self.category, i)) - self.findexes.append(sym.setindex(self.category, i)) - - fphr = rule.Phrase(fphr_arr) - if met_constraints: - phrase_list = self.extract_phrases(e_low, e_high, e_gap_low + gap_start, e_gap_high + gap_start, e_links_low, num_gaps, - f_back_low, f_back_high, f_gap_low + gap_start, f_gap_high + gap_start, f_links_low, - matching.sent_id, e_sent_len, e_sent_start) - #print "e_low=%d, e_high=%d, gap_start=%d, num_gaps=%d, f_back_low=%d, f_back_high=%d" & (e_low, e_high, gap_start, num_gaps, f_back_low, f_back_high) - if len(phrase_list) > 0: - pair_count = available_mass / len(phrase_list) - else: - pair_count = 0 - reason_for_failure = "Didn't extract anything from [%d, %d] -> [%d, %d]" % (f_back_low, f_back_high, e_low, e_high) - for (phrase2,eindexes) in phrase_list: - als1 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) - extracts.append((fphr, phrase2, pair_count, tuple(als1))) - if self.extract_file: - self.extract_file.write("%s ||| %s ||| %f ||| %d: [%d, %d] -> [%d, %d]\n" % (fphr, phrase2, pair_count, matching.sent_id+1, f_back_low, f_back_high, e_low, e_high)) - #print "extract_phrases1: %s ||| %s ||| %f ||| %d: [%d, %d] -> [%d, %d]\n" % (fphr, phrase2, pair_count, matching.sent_id+1, f_back_low, f_back_high, e_low, e_high) - - if (num_gaps < self.max_nonterminals and - phrase_len < self.max_length and - f_back_high - f_back_low + self.train_min_gap_size <= self.train_max_initial_size): - if (f_back_low == f_low and - f_low >= self.train_min_gap_size and - ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_back_high-1] != -1))): - f_x_low = f_low-self.train_min_gap_size - met_constraints = 1 - if self.tight_phrases: - while f_x_low >= 0 and f_links_low[f_x_low] == -1: - f_x_low = f_x_low - 1 - if f_x_low < 0 or f_back_high - f_x_low > self.train_max_initial_size: - met_constraints = 0 - - if (met_constraints and - self.find_fixpoint(f_x_low, f_back_high, - f_links_low, f_links_high, e_links_low, e_links_high, - e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 1, 1, 1, 1, 0, 1, 0) and - ((not self.tight_phrases) or f_links_low[f_x_low] != -1) and - self.find_fixpoint(f_x_low, f_low, # check integrity of new subphrase - f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 0, 0, 0, 0, 0, 0, 0)): - fphr_arr._clear() - i = 1 - self.findexes.reset() - self.findexes.append(sym.setindex(self.category, i)) - fphr_arr._append(sym.setindex(self.category, i)) - i = i+1 - self.findexes.extend(self.findexes1) - for j from 0 <= j < phrase.n: - if sym.isvar(phrase.syms[j]): - fphr_arr._append(sym.setindex(self.category, i)) - i = i + 1 - else: - fphr_arr._append(phrase.syms[j]) - if f_back_high > f_high: - fphr_arr._append(sym.setindex(self.category, i)) - self.findexes.append(sym.setindex(self.category, i)) - fphr = rule.Phrase(fphr_arr) - phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+1, - f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, matching.sent_id, - e_sent_len, e_sent_start) - if len(phrase_list) > 0: - pair_count = available_mass / len(phrase_list) - else: - pair_count = 0 - for phrase2,eindexes in phrase_list: - als2 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) - extracts.append((fphr, phrase2, pair_count, tuple(als2))) - if self.extract_file: - self.extract_file.write("%s ||| %s ||| %f ||| %d: [%d, %d] -> [%d, %d]\n" % (fphr, phrase2, pair_count, matching.sent_id+1, f_x_low, f_x_high, e_x_low, e_x_high)) - #print "extract_phrases2: %s ||| %s ||| %f ||| %d: [%d, %d] -> [%d, %d]\n" % (fphr, phrase2, pair_count, matching.sent_id+1, f_x_low, f_x_high, e_x_low, e_x_high) - - if (f_back_high == f_high and - f_sent_len - f_high >= self.train_min_gap_size and - ((not self.tight_phrases) or (f_links_low[f_high] != -1 and f_links_low[f_back_low] != -1))): - f_x_high = f_high+self.train_min_gap_size - met_constraints = 1 - if self.tight_phrases: - while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: - f_x_high = f_x_high + 1 - if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size: - met_constraints = 0 - - if (met_constraints and - self.find_fixpoint(f_back_low, f_x_high, - f_links_low, f_links_high, e_links_low, e_links_high, - e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 1, 1, 1, 0, 1, 1, 0) and - ((not self.tight_phrases) or f_links_low[f_x_high-1] != -1) and - self.find_fixpoint(f_high, f_x_high, - f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, e_gap_low+gap_start+num_gaps, e_gap_high+gap_start+num_gaps, - f_gap_low+gap_start+num_gaps, f_gap_high+gap_start+num_gaps, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 0, 0, 0, 0, 0, 0, 0)): - fphr_arr._clear() - i = 1 - self.findexes.reset() - if f_back_low < f_low: - fphr_arr._append(sym.setindex(self.category, i)) - i = i+1 - self.findexes.append(sym.setindex(self.category, i)) - self.findexes.extend(self.findexes1) - for j from 0 <= j < phrase.n: - if sym.isvar(phrase.syms[j]): - fphr_arr._append(sym.setindex(self.category, i)) - i = i + 1 - else: - fphr_arr._append(phrase.syms[j]) - fphr_arr._append(sym.setindex(self.category, i)) - self.findexes.append(sym.setindex(self.category, i)) - fphr = rule.Phrase(fphr_arr) - phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low+gap_start, e_gap_high+gap_start, e_links_low, num_gaps+1, - f_x_low, f_x_high, f_gap_low+gap_start, f_gap_high+gap_start, f_links_low, - matching.sent_id, e_sent_len, e_sent_start) - if len(phrase_list) > 0: - pair_count = available_mass / len(phrase_list) - else: - pair_count = 0 - for phrase2, eindexes in phrase_list: - als3 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) - extracts.append((fphr, phrase2, pair_count, tuple(als3))) - if self.extract_file: - self.extract_file.write("%s ||| %s ||| %f ||| %d: [%d, %d] -> [%d, %d]\n" % (fphr, phrase2, pair_count, matching.sent_id+1, f_x_low, f_x_high, e_x_low, e_x_high)) - #print "extract_phrases3: %s ||| %s ||| %f ||| %d: [%d, %d] -> [%d, %d]\n" % (fphr, phrase2, pair_count, matching.sent_id+1, f_x_low, f_x_high, e_x_low, e_x_high) - if (num_gaps < self.max_nonterminals - 1 and - phrase_len+1 < self.max_length and - f_back_high == f_high and - f_back_low == f_low and - f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and - f_low >= self.train_min_gap_size and - f_high <= f_sent_len - self.train_min_gap_size and - ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): - - met_constraints = 1 - f_x_low = f_low-self.train_min_gap_size - if self.tight_phrases: - while f_x_low >= 0 and f_links_low[f_x_low] == -1: - f_x_low = f_x_low - 1 - if f_x_low < 0: - met_constraints = 0 - - f_x_high = f_high+self.train_min_gap_size - if self.tight_phrases: - while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: - f_x_high = f_x_high + 1 - if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: - met_constraints = 0 - - if (met_constraints and - self.find_fixpoint(f_x_low, f_x_high, - f_links_low, f_links_high, e_links_low, e_links_high, - e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 1, 1, 2, 1, 1, 1, 1) and - ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and - self.find_fixpoint(f_x_low, f_low, - f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 0, 0, 0, 0, 0, 0, 0) and - self.find_fixpoint(f_high, f_x_high, - f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, e_gap_low+1+num_gaps, e_gap_high+1+num_gaps, - f_gap_low+1+num_gaps, f_gap_high+1+num_gaps, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 0, 0, 0, 0, 0, 0, 0)): - fphr_arr._clear() - i = 1 - self.findexes.reset() - self.findexes.append(sym.setindex(self.category, i)) - fphr_arr._append(sym.setindex(self.category, i)) - i = i+1 - self.findexes.extend(self.findexes1) - for j from 0 <= j < phrase.n: - if sym.isvar(phrase.syms[j]): - fphr_arr._append(sym.setindex(self.category, i)) - i = i + 1 - else: - fphr_arr._append(phrase.syms[j]) - fphr_arr._append(sym.setindex(self.category, i)) - self.findexes.append(sym.setindex(self.category, i)) - fphr = rule.Phrase(fphr_arr) - phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+2, - f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, - matching.sent_id, e_sent_len, e_sent_start) - if len(phrase_list) > 0: - pair_count = available_mass / len(phrase_list) - else: - pair_count = 0 - for phrase2, eindexes in phrase_list: - als4 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) - extracts.append((fphr, phrase2, pair_count, tuple(als4))) - if self.extract_file: - self.extract_file.write("%s ||| %s ||| %f ||| %d: [%d, %d] -> [%d, %d]\n" % (fphr, phrase2, pair_count, matching.sent_id+1, f_x_low, f_x_high, e_x_low, e_x_high)) - #print "extract_phrases4 %s ||| %s ||| %f ||| %d: [%d, %d] -> [%d, %d]\n" % (fphr, phrase2, pair_count, matching.sent_id+1, f_x_low, f_x_high, e_x_low, e_x_high) - else: - reason_for_failure = "Unable to extract basic phrase" - - free(sent_links) - free(f_links_low) - free(f_links_high) - free(e_links_low) - free(e_links_high) - free(f_gap_low) - free(f_gap_high) - free(e_gap_low) - free(e_gap_high) - - if self.sample_file is not None: - self.sample_file.write("%s ||| %d: [%d, %d] ||| %d ||| %s\n" % (phrase, matching.sent_id+1, f_low, f_high, len(extracts), reason_for_failure)) - - #print "%s ||| %d: [%d, %d] ||| %d ||| %s\n" % (phrase, matching.sent_id+1, f_low, f_high, len(extracts), reason_for_failure) - - - return extracts - diff --git a/sa-extract/sa-compile.pl b/sa-extract/sa-compile.pl deleted file mode 100755 index 1cae83a7..00000000 --- a/sa-extract/sa-compile.pl +++ /dev/null @@ -1,322 +0,0 @@ -#!/usr/bin/env perl - -use strict; -use Getopt::Long; - -my $cwd; BEGIN { use Cwd qw/ abs_path cwd /; use File::Basename; $cwd = cwd(); } - -my $rootdir = `dirname $0`; chomp $rootdir; -my $compile = "$rootdir/compile_bin.py"; -my $lcp = "$rootdir/lcp_ops.py"; -die "Can't find $compile" unless -f $compile; -die "Can't execute $compile" unless -x $compile; - -sub print_help; -sub cleanup; - -my $alignment; -my $bitext; -my $catalog; -my $dryrun = 0; -my $group; -my $help = 0; -my $ini = "$rootdir/extract.ini"; -my $lm; -my $precomp; -my $no_ini = 0; -my $remove; -my $type; -my $local_only = 1; -my $output; - -# Process command-line options -if (GetOptions( - "alignment=s" => \$alignment, - "bitext=s" => \$bitext, - "help" => \$help, - "ini=s" => \$ini, - "output=s" => \$output, - "precomp-options=s" => \$precomp, - "no-ini" => \$no_ini, -) == 0 || $help == 1 || @ARGV > 0){ - print_help; - die "\n"; -} - -open(INI, $ini) or die "Can't read $ini: $!"; - -$bitext || die "You must specify a bitext with -b\n"; -$alignment || die "You must specify an alignment with -a\n"; - -my $top_dir; -if (defined $output) { - $top_dir = $output; -} else { - $top_dir = "$cwd/sa-compiled"; -} - -my $type_dir = "$top_dir"; - -my $bitext_name; -my $bitext_f_file; -my $bitext_e_file; -my $bitext_dir; -if ($bitext){ - if ($bitext =~ /(.*)=(.*),(.*)/){ - $bitext_name = $1; - $bitext_f_file = $2; - $bitext_e_file = $3; - -e $bitext_f_file || die "Could not find file $bitext_f_file\n"; - -e $bitext_e_file || die "Could not find file $bitext_e_file\n"; - } else { - $bitext_name = $bitext; - } - - $bitext_dir = "$type_dir/bitext/$bitext_name"; - if ($bitext_f_file){ - if (-e $bitext_dir) { - die "Bitext $bitext_name already exists\n"; - } - } else { - unless (-e $bitext_dir){ - die "No bitext $bitext_name. You must specify bitext files with -b\n"; - } - } -} - -my $max_nt = 2; -my $max_len = 5; -my $max_size = 15; -my $min_gap = 1; -my $rank1 = 100; -my $rank2 = 10; -my $precomp_file; -if ($precomp){ - unless ($bitext_name){ - die "You must specify a bitext with -b if using -p\n"; - } - my @precomp_args = split(/,/, $precomp); - my $precomp_arg; - for $precomp_arg (@precomp_args){ - if ($precomp_arg =~ /(.*)=(.*)/){ - my $key = $1; - my $value = $2; - unless ($value =~ /^\d+$/){ - die "Value for -p option must be a positive integer, found $value\n"; - } - if ($key eq "max-len"){ $max_len = $value; } - elsif ($key eq "max-nt"){ $max_nt = $value; } - elsif ($key eq "max-size"){ $max_size = $value; } - elsif ($key eq "min-gap"){ $min_gap = $value; } - elsif ($key eq "rank1"){ $rank1 = $value; } - elsif ($key eq "rank2"){ $rank2 = $value; } - else{ - die "Unknown option $key given for -p\n"; - } - } else { - die "When using -p, you must specify key-value pairs using syntax: =,...,=\n"; - } - } -} -my $precomp_compile_needed = 0; -if ($bitext_name){ - $precomp_file = "$bitext_dir/precomp.$max_len.$max_nt.$max_size.$min_gap.$rank1.$rank2.bin"; - unless (-e $precomp_file){ - $precomp_compile_needed = 1; - } -} - -my $alignment_name; -my $alignment_file; -my $alignment_dir; -if ($alignment){ - $bitext || die "Specified alignment $alignment without specifying bitext using -b\n"; - if ($alignment =~ /(.*)=(.*)/){ - $alignment_name = $1; - $alignment_file = $2; - -e $alignment_file || die "Could not find file $alignment_file\n"; - } else { - $alignment_name = $alignment; - } - - $alignment_dir = "$bitext_dir/a/$alignment_name"; - if ($alignment_file){ - if (-e $alignment_dir){ - die "Alignment $alignment_name already exists for bitext $bitext_name\n"; - } - } else { - require_top_dirs(); - unless (-e $alignment_dir){ - die "No alignment $alignment_name for bitext $bitext_name\n"; - } - } -} - -if ($bitext_name){ - print STDERR " from files $bitext_f_file and $bitext_e_file\n"; -} else { - print " No bitext\n"; -} -if ($precomp_compile_needed){ - print STDERR " Precompilation needed: max-len=$max_len, max-nt=$max_nt, max-size=$max_size, min-gap=$min_gap, rank1=$rank1, rank2=$rank2\n"; -} -if ($alignment_name){ - print STDERR " Alignment = $alignment_name"; - if ($alignment_file){ - print STDERR " from file $alignment_file\n"; - } -} else { - print STDERR " No alignment\n"; -} - -my $script; -my $compile_dir; -$SIG{INT} = "cleanup"; -$SIG{TERM} = "cleanup"; -$SIG{HUP} = "cleanup"; - - if ($bitext_e_file || $precomp_compile_needed || $alignment_file){ - my $compiled_e_file; - my $compiled_f_file; - - $compile_dir = $top_dir; - my $compile_top_dir = "$compile_dir"; - - my $compile_bitext_dir = "$compile_top_dir/bitext/$bitext_name"; - if ($bitext_e_file){ - `mkdir -p $compile_bitext_dir`; - print STDERR "\nCompiling bitext (f side)...\n"; - `$compile -s $bitext_f_file $compile_bitext_dir/f.sa.bin`; - die "Command failed: $!" unless $? == 0; - print STDERR "\nCompiling bitext (e side)...\n"; - `$compile -d $bitext_e_file $compile_bitext_dir/e.bin`; - die "Command failed: $!" unless $? == 0; - - $compiled_f_file = "$compile_bitext_dir/f.sa.bin"; - $compiled_e_file = "$compile_bitext_dir/e.bin"; - } else { # bitext already compiled - $compiled_f_file = "$bitext_dir/f.sa.bin"; - $compiled_e_file = "$bitext_dir/e.bin"; - } - - if ($precomp_compile_needed){ - `mkdir -p $compile_bitext_dir`; - my $top_stats_file = "$compile_bitext_dir/f.top.$rank1"; - my $compiled_precomp_file = "$compile_bitext_dir/precomp.$max_len.$max_nt.$max_size.$min_gap.$rank1.$rank2.bin"; - my $cmd = "$lcp -t 4 $compiled_f_file | sort -nr | head -$rank1 > $top_stats_file"; - print STDERR "$cmd\n"; - `$cmd`; - die "Command failed: $cmd" unless $? == 0; - `$compile -r max-len=$max_len max-nt=$max_nt max-size=$max_size min-gap=$min_gap rank1=$rank1 rank2=$rank2 sa=$compiled_f_file $top_stats_file $compiled_precomp_file`; - die "Command failed: $!" unless $? == 0; - } - - if ($alignment_file){ - my $compile_alignment_dir = "$compile_top_dir/bitext/$bitext_name/a/$alignment_name"; - `mkdir -p $compile_alignment_dir`; - print STDERR "\nCompiling alignment...\n"; - my $cmd= "$compile -a $alignment_file $compile_alignment_dir/a.bin"; - print STDERR " $cmd\n"; - `$cmd`; - die "Command failed: $!" unless $? == 0; - - print STDERR "\nCompiling lexical weights file...\n"; - $cmd="$compile -x $compiled_f_file $compiled_e_file $compile_alignment_dir/a.bin $compile_alignment_dir/lex.bin"; - print STDERR " $cmd\n"; - `$cmd`; - die "Command failed: $!" unless $? == 0; - } - - chdir $compile_dir; - print STDERR "Compiling done: $compile_dir\n"; - } - - unless ($no_ini){ - my $line; - while($line=){ - $line =~ s/^([^#]*a_file\s*=\s*")(.*)("\s*)$/$1$alignment_dir\/a.bin$3/; - $line =~ s/^([^#]*lex_file\s*=\s*")(.*)("\s*)$/$1$alignment_dir\/lex.bin$3/; - $line =~ s/^([^#]*f_sa_file\s*=\s*")(.*)("\s*)$/$1$bitext_dir\/f.sa.bin$3/; - $line =~ s/^([^#]*e_file\s*=\s*")(.*)("\s*)$/$1$bitext_dir\/e.bin$3/; - $line =~ s/^([^#]*precompute_file\s*=\s*")(.*)("\s*)$/$1$bitext_dir\/precomp.$max_len.$max_nt.$max_size.$min_gap.$rank1.$rank2.bin$3/; - - $line =~ s/^([^#]*max_len\s*=\s*)(.*)(\s*)$/$1$max_len$3/; - $line =~ s/^([^#]*max_nt\s*=\s*)(.*)(\s*)$/$1$max_nt$3/; - $line =~ s/^([^#]*max_size\s*=\s*)(.*)(\s*)$/$1$max_size$3/; - $line =~ s/^([^#]*min_gap\s*=\s*)(.*)(\s*)$/$1$min_gap$3/; - $line =~ s/^([^#]*rank1\s*=\s*)(.*)(\s*)$/$1$rank1$3/; - $line =~ s/^([^#]*rank2\s*=\s*)(.*)(\s*)$/$1$rank2$3/; - - print $line; - } - } - -exit(0); - -sub cleanup { - die "Cleanup.\n"; -} - -sub print_help -{ - my $name = `basename $0`; chomp $name; - print << "Help"; - -usage: $name [options] - - Manage compilation of SA-Hiero files and creation of ini files. - In the default usage, the command deploys a set of files needed - to create a system, and writes an ini for the system on stdout. - -options: - - -a, --alignment [=] - Name of an alignment of a bitext (which must be specified - with -b unless using the -c flag). If used with -r, the - alignment is removed from the deployment. If used with -c, - only alignments with this name are listed. If a filename is - given, then the file will be deployed using the name. - - -b, --bitext [=,] - Name of a bitext for a particular system type (which must be - specified with -t unless using the -c flag). If used with -r, - the bitext is removed from the deployment. If used with -c, - only bitexts with the name are listed. If a filename is given, - then the file will be deployed using the name. - - -h, --help - Prints this message. - - -i, --ini - Use a specific ini file as the template for a system, rather than - the default ini file. - - -p, --precomp-options =[,=,...,=] - Set parameters of the grammar. This must be set by $name because - many parameters involve precomputation. There are six keys that can - be set: - max-len: maximum number of symbols (T and NT) in a grammar rule - max-nt: maximum number of nonterminals in a grammar rule - max-size: maximum span of a grammar rule extracted from training - min-gap: minimum gap spanned by a nonterminal in training - rank1: number of frequent words to precompute collocations for. - rank2: number of super-frequent words to precompute triple - collocations for. - All values must be positive integers. If not specified, defaults are: - max-len = 5 - max-nt = 2 (>2 not supported) - max-size = 10 - min-gap = 2 - rank1 = 100 (>300 not recommended) - rank2 = 10 (>10 not recommended) - - -n, --no-ini - Do not generate an ini file on stdout. If this option is used, then - the requirement to specify a full system is relaxed. Therefore, this - option can be used when the sole objective is deployment of files. - - -o, --output-dir - Write the compiled model to this directory. - -Help -} diff --git a/sa-extract/sa2cdec.py b/sa-extract/sa2cdec.py deleted file mode 100755 index 55fb19f3..00000000 --- a/sa-extract/sa2cdec.py +++ /dev/null @@ -1,19 +0,0 @@ -#!/usr/bin/env python -import sys - -featNames = [ line.strip() for line in open(sys.argv[1]) if not line.startswith('#') ] - -for line in sys.stdin: - try: - (lhs, src, tgt, feats, align) = line.strip("\n").split(' ||| ') - except: - print >>sys.stderr, 'WARNING: No alignments:', line - try: - (lhs, src, tgt, feats) = line.strip().split(' ||| ') - align = '' - except: - print >>sys.stderr, "ERROR: Malformed line:", line - raise - featValues = feats.split(' ') - namedFeats = ' '.join( name+"="+value for (name, value) in zip(featNames, featValues) ) - print " ||| ".join( (lhs, src, tgt, namedFeats, align) ) diff --git a/sa-extract/sa_feat_names.txt b/sa-extract/sa_feat_names.txt deleted file mode 100644 index 02c137d7..00000000 --- a/sa-extract/sa_feat_names.txt +++ /dev/null @@ -1,7 +0,0 @@ -EGivenFCoherent -SampleCountF -CountEF -MaxLexFGivenE -MaxLexEGivenF -IsSingletonF -IsSingletonFE diff --git a/sa-extract/setup.cfg b/sa-extract/setup.cfg deleted file mode 100644 index 8f696136..00000000 --- a/sa-extract/setup.cfg +++ /dev/null @@ -1,2 +0,0 @@ -[build_ext] -inplace=1 diff --git a/sa-extract/setup.py b/sa-extract/setup.py deleted file mode 100644 index cdcbfb54..00000000 --- a/sa-extract/setup.py +++ /dev/null @@ -1,45 +0,0 @@ -from distutils.core import setup, Extension -from distutils.util import get_platform -import os.path - -cstrmap_module = Extension('cstrmap', sources = ['cstrmap.c', 'strmap.cc']) -setup (name = 'CStringMap', version = '1.0', description = 'C string->int map', ext_modules = [cstrmap_module]) - -rule_module = Extension('rule', - sources = ['rule.c', 'strutil.c']) -setup (name = 'Rule', version = '1.0', description = 'rule class', ext_modules = [rule_module]) - -sym_module = Extension('sym', - sources = ['sym.c']) -setup (name = 'Sym', version = '1.0', description = 'symbol class', ext_modules = [sym_module]) - -cdat_module = Extension('cdat', sources = ['cdat.c']) -setup(name = "CDat", version = '1.0', description = 'C Data class', ext_modules = [cdat_module]) - -cintlist_module = Extension('cintlist', sources = ['cintlist.c']) -setup(name = "CIntList", version = '1.0', description = 'C int array/list class', ext_modules = [cintlist_module]) - -cfloatlist_module = Extension('cfloatlist', sources = ['cfloatlist.c']) -setup(name = "CFloatList", version = '1.0', description = 'C float array/list class', ext_modules = [cfloatlist_module]) - -calignment_module = Extension('calignment', sources = ['calignment.c']) -setup(name = "CAlignment", version = '1.0', description = 'C alignment class', ext_modules = [calignment_module]) - -csuf_module = Extension('csuf', sources = ['csuf.c']) -setup(name = "CSuffixArray", version = '1.0', description = 'C suffix array class', ext_modules = [csuf_module]) - -clex_module = Extension('clex', sources = ['clex.c']) -setup(name = "CLex", version = '1.0', description = 'C lexical class', ext_modules = [clex_module]) - -factory_module = Extension('rulefactory', sources = ['rulefactory.c']) -setup(name = "RuleFactory", version = '1.0', description = 'C rule factory classes', ext_modules = [factory_module]) - -cveb_module = Extension('cveb', sources = ['cveb.c']) -setup(name = "CVEB", version = '1.0', description = 'C impl. of van Emde Boas tree', ext_modules = [cveb_module]) - -lcp_module = Extension('lcp', sources = ['lcp.c']) -setup(name = "LCP", version = '1.0', description = 'C impl. of LCP', ext_modules = [lcp_module]) - -precomp_module = Extension('precomputation', sources = ['precomputation.c']) -setup(name = "Precomputation", version = '1.0', description = 'Precomputation Algorithm', ext_modules = [precomp_module]) - diff --git a/sa-extract/sgml.py b/sa-extract/sgml.py deleted file mode 100644 index 2db8b5dc..00000000 --- a/sa-extract/sgml.py +++ /dev/null @@ -1,194 +0,0 @@ -import sys, sgmllib, xml.sax.saxutils, sym - -def attrs_to_str(d): - if len(d) == 0: - return "" - l = [""]+["%s=%s" % (name, xml.sax.saxutils.quoteattr(value)) for (name, value) in d] - return " ".join(l) - -def attrs_to_dict(a): - d = {} - for (name, value) in a: - if d.has_key(name.lower()): - raise ValueError, "duplicate attribute names" - d[name.lower()] = value - return d - -class Sentence(object): - def __init__(self, words=None, meta=None): - if words is not None: - self.words = list(words) - else: - self.words = [] - if meta is not None: - self.meta = meta - else: - self.meta = [] - - def copy(self): - return Sentence(self.words, list(self.meta)) - - def mark(self, tag, attrs): - self.meta.append((tag, attrs, 0, len(self.words))) - - def getmark(self): - if len(self.meta) > 0: - (tag, attrs, i, j) = self.meta[-1] - if i == 0 and j == len(self.words): - return (tag, attrs) - else: - return None - else: - return None - - def unmark(self): - mark = self.getmark() - if mark is not None: - self.meta = self.meta[:-1] - return mark - - def __cmp__(self, other): - return cmp((self.words, self.meta), (other.words, other.meta)) - - def __str__(self): - def cmp_spans((tag1,attr1,i1,j1),(tag2,attr2,i2,j2)): - if i1==i2<=j1==j2: - return 0 - elif i2<=i1<=j1<=j2: - return -1 - elif i1<=i2<=j2<=j1: - return 1 - else: - return cmp((i1,j1),(i2,j2)) # don't care - # this guarantees that equal spans will come out nested - # we want the later spans to be outer - # this relies on stable sort - open = [[] for i in xrange(len(self.words)+1)] - # there seems to be a bug still with empty spans - empty = [[] for i in xrange(len(self.words)+1)] - close = [[] for j in xrange(len(self.words)+1)] - for (tag,attrs,i,j) in sorted(self.meta, cmp=cmp_spans): - if i == j: - # do we want these to nest? - empty[i].append("<%s%s>\n" % (tag, attrs_to_str(attrs), tag)) - else: - open[i].append("<%s%s>\n" % (tag, attrs_to_str(attrs))) - close[j].append("\n" % tag) - - result = [] - if len(empty[0]) > 0: - result.extend(empty[0]) - for i in xrange(len(self.words)): - if i > 0: - result.append(" ") - result.extend(reversed(open[i])) - result.append(xml.sax.saxutils.escape(sym.tostring(self.words[i]))) - result.extend(close[i+1]) - if len(empty[i+1]) > 0: - result.extend(empty[i+1]) - - return "".join(result) - - def __add__(self, other): - if type(other) in (list, tuple): - return Sentence(self.words + list(other), self.meta) - else: - othermeta = [(tag, attrs, i+len(self.words), j+len(self.words)) for (tag, attrs, i, j) in other.meta] - return Sentence(self.words + other.words, self.meta+othermeta) - -def read_raw(f): - """Read a raw file into a list of Sentences.""" - if type(f) is str: - f = file(f, "r") - i = 0 - line = f.readline() - while line != "": - sent = process_sgml_line(line, i) - mark = sent.getmark() - if mark is None: - sent.mark('seg', [('id',str(i))]) - else: - (tag, attrs) = mark - if tag == "seg" and not attrs_to_dict(attrs).has_key('id'): - x = ('id',str(i)) - attrs.append(x) - sent.mark('seg', attrs) - if tag != "seg": - sent.mark('seg', [('id',str(i))]) - yield sent - i += 1 - line = f.readline() - -def process_sgml_line(line, id=None): - p = DatasetParser(None) - p.pos = 0 - p.words = [] - p.meta = [] - p.feed(line) - p.close() - sent = Sentence(p.words, p.meta) - return sent - -class DatasetParser(sgmllib.SGMLParser): - def __init__(self, set): - sgmllib.SGMLParser.__init__(self) - self.words = None - self.mystack = [] - self.string = None - self.convref = d = {"amp":"&", "lt":"<", "gt":">", "quot":'"', "squot":"'"} - def close(self): - self.convert() - sgmllib.SGMLParser.close(self) - - def handle_starttag(self, tag, method, attrs): - thing = method(attrs) - self.mystack.append(thing) - - def handle_endtag(self, tag, method): - thing = self.mystack.pop() - method(thing) - - def unknown_starttag(self, tag, attrs): - thing = self.start(tag, attrs) - self.mystack.append(thing) - - def unknown_endtag(self, tag): - thing = self.mystack.pop() - self.end(tag, thing) - - def start(self, tag, attrs): - self.convert() - if self.words is not None: - return (tag, attrs, self.pos, None) - else: - return None - - def convert(self): - if self.words is not None and self.string is not None: - words = self.string.split() - self.pos += len(words) - self.words.extend(words) - self.string = None - - def end(self, tag, thing): - self.convert() - if self.words is not None: - (tag, attrs, i, j) = thing - self.meta.append((tag, attrs, i, self.pos)) - - def handle_data(self, s): - if self.words is not None: - if (self.string is None): - self.string = s - else: - self.string += s - - def handle_entityref(self, ref): - # s=self.convert_entityref(ref) # if python 2.5 - s=self.convref[ref] - if self.words is not None: - if (self.string is None): - self.string = s - else: - self.string += s - diff --git a/sa-extract/strmap.cc b/sa-extract/strmap.cc deleted file mode 100644 index 5040477e..00000000 --- a/sa-extract/strmap.cc +++ /dev/null @@ -1,232 +0,0 @@ -#include "strmap.h" - -#include -#include -#include -#include - -using namespace std; -using namespace std::tr1; - -#undef HAVE_64_BITS - -#if INTPTR_MAX == INT32_MAX -# define HAVE_64_BITS 0 -#elif INTPTR_MAX >= INT64_MAX -# define HAVE_64_BITS 1 -#else -# error "couldn't tell if HAVE_64_BITS from INTPTR_MAX INT32_MAX INT64_MAX" -#endif - -typedef uintptr_t MurmurInt; - -// MurmurHash2, by Austin Appleby - -static const uint32_t DEFAULT_SEED=2654435769U; - -#if HAVE_64_BITS -//MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED); - -inline uint64_t MurmurHash64( const void * key, int len, unsigned int seed=DEFAULT_SEED ) -{ - const uint64_t m = 0xc6a4a7935bd1e995ULL; - const int r = 47; - - uint64_t h = seed ^ (len * m); - - const uint64_t * data = (const uint64_t *)key; - const uint64_t * end = data + (len/8); - - while(data != end) - { - uint64_t k = *data++; - - k *= m; - k ^= k >> r; - k *= m; - - h ^= k; - h *= m; - } - - const unsigned char * data2 = (const unsigned char*)data; - - switch(len & 7) - { - case 7: h ^= uint64_t(data2[6]) << 48; - case 6: h ^= uint64_t(data2[5]) << 40; - case 5: h ^= uint64_t(data2[4]) << 32; - case 4: h ^= uint64_t(data2[3]) << 24; - case 3: h ^= uint64_t(data2[2]) << 16; - case 2: h ^= uint64_t(data2[1]) << 8; - case 1: h ^= uint64_t(data2[0]); - h *= m; - }; - - h ^= h >> r; - h *= m; - h ^= h >> r; - - return h; -} - -inline uint32_t MurmurHash32(void const *key, int len, uint32_t seed=DEFAULT_SEED) -{ - return (uint32_t) MurmurHash64(key,len,seed); -} - -inline MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED) -{ - return MurmurHash64(key,len,seed); -} - -#else -// 32-bit - -// Note - This code makes a few assumptions about how your machine behaves - -// 1. We can read a 4-byte value from any address without crashing -// 2. sizeof(int) == 4 -inline uint32_t MurmurHash32 ( const void * key, int len, uint32_t seed=DEFAULT_SEED) -{ - // 'm' and 'r' are mixing constants generated offline. - // They're not really 'magic', they just happen to work well. - - const uint32_t m = 0x5bd1e995; - const int r = 24; - - // Initialize the hash to a 'random' value - - uint32_t h = seed ^ len; - - // Mix 4 bytes at a time into the hash - - const unsigned char * data = (const unsigned char *)key; - - while(len >= 4) - { - uint32_t k = *(uint32_t *)data; - - k *= m; - k ^= k >> r; - k *= m; - - h *= m; - h ^= k; - - data += 4; - len -= 4; - } - - // Handle the last few bytes of the input array - - switch(len) - { - case 3: h ^= data[2] << 16; - case 2: h ^= data[1] << 8; - case 1: h ^= data[0]; - h *= m; - }; - - // Do a few final mixes of the hash to ensure the last few - // bytes are well-incorporated. - - h ^= h >> 13; - h *= m; - h ^= h >> 15; - - return h; -} - -inline MurmurInt MurmurHash ( const void * key, int len, uint32_t seed=DEFAULT_SEED) { - return MurmurHash32(key,len,seed); -} - -// 64-bit hash for 32-bit platforms - -inline uint64_t MurmurHash64 ( const void * key, int len, uint32_t seed=DEFAULT_SEED) -{ - const uint32_t m = 0x5bd1e995; - const int r = 24; - - uint32_t h1 = seed ^ len; - uint32_t h2 = 0; - - const uint32_t * data = (const uint32_t *)key; - - while(len >= 8) - { - uint32_t k1 = *data++; - k1 *= m; k1 ^= k1 >> r; k1 *= m; - h1 *= m; h1 ^= k1; - len -= 4; - - uint32_t k2 = *data++; - k2 *= m; k2 ^= k2 >> r; k2 *= m; - h2 *= m; h2 ^= k2; - len -= 4; - } - - if(len >= 4) - { - uint32_t k1 = *data++; - k1 *= m; k1 ^= k1 >> r; k1 *= m; - h1 *= m; h1 ^= k1; - len -= 4; - } - - switch(len) - { - case 3: h2 ^= ((unsigned char*)data)[2] << 16; - case 2: h2 ^= ((unsigned char*)data)[1] << 8; - case 1: h2 ^= ((unsigned char*)data)[0]; - h2 *= m; - }; - - h1 ^= h2 >> 18; h1 *= m; - h2 ^= h1 >> 22; h2 *= m; - h1 ^= h2 >> 17; h1 *= m; - h2 ^= h1 >> 19; h2 *= m; - - uint64_t h = h1; - - h = (h << 32) | h2; - - return h; -} - -#endif -//32bit - -struct MurmurHasher { - size_t operator()(const string& s) const { - return MurmurHash(s.c_str(), s.size()); - } -}; - -struct StrMap { - StrMap() { keys_.reserve(10000); keys_.push_back(""); map_[keys_[0]] = 0; } - unordered_map map_; - vector keys_; -}; - -StrMap* stringmap_new() { - return new StrMap; -} - -void stringmap_delete(StrMap *vocab) { - delete vocab; -} - -int stringmap_index(StrMap *vocab, char *s) { - int& cell = vocab->map_[s]; - if (!cell) { - cell = vocab->keys_.size(); - vocab->keys_.push_back(s); - } - return cell; -} - -char* stringmap_word(StrMap *vocab, int i) { - return const_cast(vocab->keys_[i].c_str()); -} - diff --git a/sa-extract/strmap.h b/sa-extract/strmap.h deleted file mode 100644 index a218a4c0..00000000 --- a/sa-extract/strmap.h +++ /dev/null @@ -1,22 +0,0 @@ -#ifndef _STRMAP_H_ -#define _STRMAP_H_ - -#ifdef __cplusplus - extern "C" { -#else - typedef struct StrMap StrMap; /* dummy type to stand in for class */ -#endif - -struct StrMap; - -StrMap* stringmap_new(); -void stringmap_delete(StrMap *vocab); -int stringmap_index(StrMap *vocab, char *s); -char* stringmap_word(StrMap *vocab, int i); - -#ifdef __cplusplus - } -#endif - - -#endif diff --git a/sa-extract/strutil.c b/sa-extract/strutil.c deleted file mode 100644 index 456de87a..00000000 --- a/sa-extract/strutil.c +++ /dev/null @@ -1,63 +0,0 @@ -#include -#include - -/* Like strsep(3) except that the delimiter is a string, not a set of characters. -*/ -char *strstrsep(char **stringp, const char *delim) { - char *match, *save; - save = *stringp; - if (*stringp == NULL) - return NULL; - match = strstr(*stringp, delim); - if (match == NULL) { - *stringp = NULL; - return save; - } - *match = '\0'; - *stringp = match + strlen(delim); - return save; -} - -static char **words = NULL; -static int max_words; -char **split(char *s, const char *delim, int *pn) { - int i; - char *tok, *rest; - - if (words == NULL) { - max_words = 10; - words = malloc(max_words*sizeof(char *)); - } - i = 0; - rest = s; - while ((tok = (delim ? strstrsep(&rest, delim) : strsep(&rest, " \t\n"))) != NULL) { - if (!delim && !*tok) // empty token - continue; - while (i+1 >= max_words) { - max_words *= 2; - words = realloc(words, max_words*sizeof(char *)); - } - words[i] = tok; - i++; - } - words[i] = NULL; - if (pn != NULL) - *pn = i; - return words; -} - -inline int isspace(char c) { - return (c == ' ' || c == '\t' || c == '\n'); -} - -char *strip(char *s) { - int n; - while (isspace(*s) && *s != '\0') - s++; - n = strlen(s); - while (n > 0 && isspace(s[n-1])) { - s[n-1] = '\0'; - n--; - } - return s; -} diff --git a/sa-extract/strutil.h b/sa-extract/strutil.h deleted file mode 100644 index 94a77033..00000000 --- a/sa-extract/strutil.h +++ /dev/null @@ -1,8 +0,0 @@ -#ifndef STRUTIL_H -#define STRUTIL_H - -char *strstrsep(char **stringp, const char *delim); -char *strip(char *s); -char **split(char *s, const char *delim, int *pn); - -#endif diff --git a/sa-extract/sym.pxd b/sa-extract/sym.pxd deleted file mode 100644 index d0650f46..00000000 --- a/sa-extract/sym.pxd +++ /dev/null @@ -1,17 +0,0 @@ -cimport cstrmap - -cdef class Alphabet: - cdef readonly cstrmap.StringMap terminals, nonterminals - cdef int first_nonterminal, last_nonterminal - cdef int isvar(self, int sym) - cdef int isword(self, int sym) - cdef int getindex(self, int sym) - cdef int setindex(self, int sym, int ind) - cdef int clearindex(self, int sym) - cdef int match(self, int sym1, int sym2) - cdef char* tocat(self, int sym) - cdef int fromcat(self, char *s) - cdef char* tostring(self, int sym) - cdef int fromstring(self, char *s, int terminal) - - diff --git a/sa-extract/sym.pyx b/sa-extract/sym.pyx deleted file mode 100644 index 264cfcd9..00000000 --- a/sa-extract/sym.pyx +++ /dev/null @@ -1,155 +0,0 @@ -from libc.string cimport strrchr, strstr, strcpy, strlen -from libc.stdlib cimport malloc, realloc, strtol - -cdef int index_shift, index_mask, n_index -index_shift = 3 -n_index = 1<= 0 - - cdef int getindex(self, int sym): - return -sym & index_mask - - cdef int setindex(self, int sym, int ind): - return -(-sym & ~index_mask | ind) - - cdef int clearindex(self, int sym): - return -(-sym& ~index_mask) - - cdef int match(self, int sym1, int sym2): - return self.clearindex(sym1) == self.clearindex(sym2); - - cdef char* tocat(self, int sym): - return self.nonterminals.word((-sym >> index_shift)-1) - - cdef int fromcat(self, char *s): - cdef int i - i = self.nonterminals.index(s) - if self.first_nonterminal == -1: - self.first_nonterminal = i - if i > self.last_nonterminal: - self.last_nonterminal = i - return -(i+1 << index_shift) - - cdef char* tostring(self, int sym): - cdef int ind - if self.isvar(sym): - if sym in id2sym: - return id2sym[sym] - - ind = self.getindex(sym) - if ind > 0: - id2sym[sym] = "[%s,%d]" % (self.tocat(sym), ind) - else: - id2sym[sym] = "[%s]" % self.tocat(sym) - return id2sym[sym] - - else: - return self.terminals.word(sym) - - cdef int fromstring(self, char *s, int terminal): - """Warning: this method is allowed to alter s.""" - cdef char *comma - cdef int n - n = strlen(s) - cdef char *sep - sep = strstr(s,"_SEP_") - if n >= 3 and s[0] == c'[' and s[n-1] == c']' and sep == NULL: - if terminal: - s1 = "\\"+s - return self.terminals.index(s1) - s[n-1] = c'\0' - s = s + 1 - comma = strrchr(s, c',') - if comma != NULL: - comma[0] = c'\0' - return self.setindex(self.fromcat(s), strtol(comma+1, NULL, 10)) - else: - return self.fromcat(s) - else: - return self.terminals.index(s) - -# Expose Python functions as top-level functions for backward compatibility - -alphabet = Alphabet() - -cdef Alphabet calphabet -calphabet = alphabet - -def isvar(int sym): - return calphabet.isvar(sym) - -def isword(int sym): - return calphabet.isword(sym) - -def getindex(int sym): - return calphabet.getindex(sym) - -def setindex(int sym, int ind): - return calphabet.setindex(sym, ind) - -def clearindex(int sym): - return calphabet.clearindex(sym) - -def match(int sym1, int sym2): - return calphabet.match(sym1, sym2) != 0 - -def totag(int sym): - return calphabet.tocat(sym) - -def fromtag(s): - s = s.upper() - return calphabet.fromcat(s) - -def tostring(sym): - if type(sym) is str: - return sym - else: - return calphabet.tostring(sym) - -cdef int bufsize -cdef char *buf -bufsize = 100 -buf = malloc(bufsize) -cdef ensurebufsize(int size): - global buf, bufsize - if size > bufsize: - buf = realloc(buf, size*sizeof(char)) - bufsize = size - -def fromstring(s, terminal=False): - cdef bytes bs - cdef char* cs - if terminal: - return calphabet.fromstring(s, 1) - else: - bs = s - cs = bs - ensurebufsize(len(s)+1) - strcpy(buf, cs) - return calphabet.fromstring(buf, 0) - -def nonterminals(): - cdef i - l = [] - for i from calphabet.first_nonterminal <= i <= calphabet.last_nonterminal: - l.append(-(i+1 << index_shift)) - return l diff --git a/sa-extract/wrap_input.py b/sa-extract/wrap_input.py deleted file mode 100755 index e859a4fd..00000000 --- a/sa-extract/wrap_input.py +++ /dev/null @@ -1,37 +0,0 @@ -#!/usr/bin/env python -import sys -import codecs -import os -import os.path -from xml.sax.saxutils import escape - -graPrefix = sys.argv[1] - -# Second argument can be a file with observable sentence-level features, -# one set of features per line (parallel with source sentences). Features are space-delimited indicator features. -obsFeatsFile = None -if len(sys.argv) == 3: - obsFeatsFilename = sys.argv[2] - obsFeatsFile = open(obsFeatsFilename) - -sys.stdin = codecs.getreader("utf-8")(sys.stdin) -sys.stdout = codecs.getwriter("utf-8")(sys.stdout) - -i = 0 -for line in sys.stdin: - filename = "%s%d"%(graPrefix,i) - if not os.path.exists(filename): - filenameGz = filename + ".gz" - if not os.path.exists(filenameGz): - print >>sys.stderr, "Grammar file not found: ", filename, filenameGz - sys.exit(1) - else: - filename = filenameGz - - if obsFeatsFile: - obsFeats = obsFeatsFile.next().strip() - print ' '%(i,obsFeats,filename) + escape(line.strip()) + " " - else: - print ' '%(i,filename) + escape(line.strip()) + " " - i+=1 - -- cgit v1.2.3 From 1d481414a2fa8505a2591c88e2b7b8f86a682ca2 Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Fri, 27 Jul 2012 22:25:15 -0400 Subject: [python] conversion from cdec.sa.Rule to cdec.TRule + remove configobj dependency + re-structure packages (no more top-level library) + "const" stuff + use __new__ instead of constructor for some objects --- python/README.md | 6 +- python/cdec/configobj.py | 2468 ++ python/cdec/sa/__init__.py | 2 +- python/cdec/sa/compile.py | 4 +- python/cdec/sa/extract.py | 3 +- python/cdec/sa/extractor.py | 7 +- python/cdec/sa/features.py | 11 +- python/setup.py | 6 +- python/src/_cdec.cpp | 5999 ++-- python/src/_cdec.pyx | 10 +- python/src/grammar.pxd | 13 +- python/src/grammar.pxi | 61 +- python/src/hypergraph.pxd | 18 +- python/src/hypergraph.pxi | 18 +- python/src/lattice.pxi | 6 +- python/src/mteval.pxd | 6 +- python/src/mteval.pxi | 4 +- python/src/sa/_cdec_sa.c | 62490 --------------------------------------- python/src/sa/_cdec_sa.pyx | 29 - python/src/sa/_sa.c | 63140 ++++++++++++++++++++++++++++++++++++++++ python/src/sa/_sa.pxd | 17 + python/src/sa/_sa.pyx | 29 + python/src/sa/rule.pxi | 39 +- python/src/sa/rulefactory.pxi | 3 +- python/src/sa/sym.pxi | 16 +- python/src/utils.pxd | 5 +- python/src/vectors.pxi | 26 +- 27 files changed, 69537 insertions(+), 64899 deletions(-) create mode 100644 python/cdec/configobj.py delete mode 100644 python/src/sa/_cdec_sa.c delete mode 100644 python/src/sa/_cdec_sa.pyx create mode 100644 python/src/sa/_sa.c create mode 100644 python/src/sa/_sa.pxd create mode 100644 python/src/sa/_sa.pyx diff --git a/python/README.md b/python/README.md index 1ddb61a9..da9f9387 100644 --- a/python/README.md +++ b/python/README.md @@ -2,10 +2,6 @@ pycdec is a Python interface to cdec ## Installation -pycdec depends on the configobj module: - - pip install configobj - Build and install pycdec: python setup.py install @@ -30,4 +26,4 @@ More documentation will come as the API becomes stable. --- -pycdec was contributed by [Victor Chahuneau](http://victor.chahuneau.fr) \ No newline at end of file +pycdec was contributed by [Victor Chahuneau](http://victor.chahuneau.fr) diff --git a/python/cdec/configobj.py b/python/cdec/configobj.py new file mode 100644 index 00000000..c1f6e6df --- /dev/null +++ b/python/cdec/configobj.py @@ -0,0 +1,2468 @@ +# configobj.py +# A config file reader/writer that supports nested sections in config files. +# Copyright (C) 2005-2010 Michael Foord, Nicola Larosa +# E-mail: fuzzyman AT voidspace DOT org DOT uk +# nico AT tekNico DOT net + +# ConfigObj 4 +# http://www.voidspace.org.uk/python/configobj.html + +# Released subject to the BSD License +# Please see http://www.voidspace.org.uk/python/license.shtml + +# Scripts maintained at http://www.voidspace.org.uk/python/index.shtml +# For information about bugfixes, updates and support, please join the +# ConfigObj mailing list: +# http://lists.sourceforge.net/lists/listinfo/configobj-develop +# Comments, suggestions and bug reports welcome. + +from __future__ import generators + +import os +import re +import sys + +from codecs import BOM_UTF8, BOM_UTF16, BOM_UTF16_BE, BOM_UTF16_LE + + +# imported lazily to avoid startup performance hit if it isn't used +compiler = None + +# A dictionary mapping BOM to +# the encoding to decode with, and what to set the +# encoding attribute to. +BOMS = { + BOM_UTF8: ('utf_8', None), + BOM_UTF16_BE: ('utf16_be', 'utf_16'), + BOM_UTF16_LE: ('utf16_le', 'utf_16'), + BOM_UTF16: ('utf_16', 'utf_16'), + } +# All legal variants of the BOM codecs. +# TODO: the list of aliases is not meant to be exhaustive, is there a +# better way ? +BOM_LIST = { + 'utf_16': 'utf_16', + 'u16': 'utf_16', + 'utf16': 'utf_16', + 'utf-16': 'utf_16', + 'utf16_be': 'utf16_be', + 'utf_16_be': 'utf16_be', + 'utf-16be': 'utf16_be', + 'utf16_le': 'utf16_le', + 'utf_16_le': 'utf16_le', + 'utf-16le': 'utf16_le', + 'utf_8': 'utf_8', + 'u8': 'utf_8', + 'utf': 'utf_8', + 'utf8': 'utf_8', + 'utf-8': 'utf_8', + } + +# Map of encodings to the BOM to write. +BOM_SET = { + 'utf_8': BOM_UTF8, + 'utf_16': BOM_UTF16, + 'utf16_be': BOM_UTF16_BE, + 'utf16_le': BOM_UTF16_LE, + None: BOM_UTF8 + } + + +def match_utf8(encoding): + return BOM_LIST.get(encoding.lower()) == 'utf_8' + + +# Quote strings used for writing values +squot = "'%s'" +dquot = '"%s"' +noquot = "%s" +wspace_plus = ' \r\n\v\t\'"' +tsquot = '"""%s"""' +tdquot = "'''%s'''" + +# Sentinel for use in getattr calls to replace hasattr +MISSING = object() + +__version__ = '4.7.2' + +try: + any +except NameError: + def any(iterable): + for entry in iterable: + if entry: + return True + return False + + +__all__ = ( + '__version__', + 'DEFAULT_INDENT_TYPE', + 'DEFAULT_INTERPOLATION', + 'ConfigObjError', + 'NestingError', + 'ParseError', + 'DuplicateError', + 'ConfigspecError', + 'ConfigObj', + 'SimpleVal', + 'InterpolationError', + 'InterpolationLoopError', + 'MissingInterpolationOption', + 'RepeatSectionError', + 'ReloadError', + 'UnreprError', + 'UnknownType', + 'flatten_errors', + 'get_extra_values' +) + +DEFAULT_INTERPOLATION = 'configparser' +DEFAULT_INDENT_TYPE = ' ' +MAX_INTERPOL_DEPTH = 10 + +OPTION_DEFAULTS = { + 'interpolation': True, + 'raise_errors': False, + 'list_values': True, + 'create_empty': False, + 'file_error': False, + 'configspec': None, + 'stringify': True, + # option may be set to one of ('', ' ', '\t') + 'indent_type': None, + 'encoding': None, + 'default_encoding': None, + 'unrepr': False, + 'write_empty_values': False, +} + + + +def getObj(s): + global compiler + if compiler is None: + import compiler + s = "a=" + s + p = compiler.parse(s) + return p.getChildren()[1].getChildren()[0].getChildren()[1] + + +class UnknownType(Exception): + pass + + +class Builder(object): + + def build(self, o): + m = getattr(self, 'build_' + o.__class__.__name__, None) + if m is None: + raise UnknownType(o.__class__.__name__) + return m(o) + + def build_List(self, o): + return map(self.build, o.getChildren()) + + def build_Const(self, o): + return o.value + + def build_Dict(self, o): + d = {} + i = iter(map(self.build, o.getChildren())) + for el in i: + d[el] = i.next() + return d + + def build_Tuple(self, o): + return tuple(self.build_List(o)) + + def build_Name(self, o): + if o.name == 'None': + return None + if o.name == 'True': + return True + if o.name == 'False': + return False + + # An undefined Name + raise UnknownType('Undefined Name') + + def build_Add(self, o): + real, imag = map(self.build_Const, o.getChildren()) + try: + real = float(real) + except TypeError: + raise UnknownType('Add') + if not isinstance(imag, complex) or imag.real != 0.0: + raise UnknownType('Add') + return real+imag + + def build_Getattr(self, o): + parent = self.build(o.expr) + return getattr(parent, o.attrname) + + def build_UnarySub(self, o): + return -self.build_Const(o.getChildren()[0]) + + def build_UnaryAdd(self, o): + return self.build_Const(o.getChildren()[0]) + + +_builder = Builder() + + +def unrepr(s): + if not s: + return s + return _builder.build(getObj(s)) + + + +class ConfigObjError(SyntaxError): + """ + This is the base class for all errors that ConfigObj raises. + It is a subclass of SyntaxError. + """ + def __init__(self, message='', line_number=None, line=''): + self.line = line + self.line_number = line_number + SyntaxError.__init__(self, message) + + +class NestingError(ConfigObjError): + """ + This error indicates a level of nesting that doesn't match. + """ + + +class ParseError(ConfigObjError): + """ + This error indicates that a line is badly written. + It is neither a valid ``key = value`` line, + nor a valid section marker line. + """ + + +class ReloadError(IOError): + """ + A 'reload' operation failed. + This exception is a subclass of ``IOError``. + """ + def __init__(self): + IOError.__init__(self, 'reload failed, filename is not set.') + + +class DuplicateError(ConfigObjError): + """ + The keyword or section specified already exists. + """ + + +class ConfigspecError(ConfigObjError): + """ + An error occured whilst parsing a configspec. + """ + + +class InterpolationError(ConfigObjError): + """Base class for the two interpolation errors.""" + + +class InterpolationLoopError(InterpolationError): + """Maximum interpolation depth exceeded in string interpolation.""" + + def __init__(self, option): + InterpolationError.__init__( + self, + 'interpolation loop detected in value "%s".' % option) + + +class RepeatSectionError(ConfigObjError): + """ + This error indicates additional sections in a section with a + ``__many__`` (repeated) section. + """ + + +class MissingInterpolationOption(InterpolationError): + """A value specified for interpolation was missing.""" + def __init__(self, option): + msg = 'missing option "%s" in interpolation.' % option + InterpolationError.__init__(self, msg) + + +class UnreprError(ConfigObjError): + """An error parsing in unrepr mode.""" + + + +class InterpolationEngine(object): + """ + A helper class to help perform string interpolation. + + This class is an abstract base class; its descendants perform + the actual work. + """ + + # compiled regexp to use in self.interpolate() + _KEYCRE = re.compile(r"%\(([^)]*)\)s") + _cookie = '%' + + def __init__(self, section): + # the Section instance that "owns" this engine + self.section = section + + + def interpolate(self, key, value): + # short-cut + if not self._cookie in value: + return value + + def recursive_interpolate(key, value, section, backtrail): + """The function that does the actual work. + + ``value``: the string we're trying to interpolate. + ``section``: the section in which that string was found + ``backtrail``: a dict to keep track of where we've been, + to detect and prevent infinite recursion loops + + This is similar to a depth-first-search algorithm. + """ + # Have we been here already? + if (key, section.name) in backtrail: + # Yes - infinite loop detected + raise InterpolationLoopError(key) + # Place a marker on our backtrail so we won't come back here again + backtrail[(key, section.name)] = 1 + + # Now start the actual work + match = self._KEYCRE.search(value) + while match: + # The actual parsing of the match is implementation-dependent, + # so delegate to our helper function + k, v, s = self._parse_match(match) + if k is None: + # That's the signal that no further interpolation is needed + replacement = v + else: + # Further interpolation may be needed to obtain final value + replacement = recursive_interpolate(k, v, s, backtrail) + # Replace the matched string with its final value + start, end = match.span() + value = ''.join((value[:start], replacement, value[end:])) + new_search_start = start + len(replacement) + # Pick up the next interpolation key, if any, for next time + # through the while loop + match = self._KEYCRE.search(value, new_search_start) + + # Now safe to come back here again; remove marker from backtrail + del backtrail[(key, section.name)] + + return value + + # Back in interpolate(), all we have to do is kick off the recursive + # function with appropriate starting values + value = recursive_interpolate(key, value, self.section, {}) + return value + + + def _fetch(self, key): + """Helper function to fetch values from owning section. + + Returns a 2-tuple: the value, and the section where it was found. + """ + # switch off interpolation before we try and fetch anything ! + save_interp = self.section.main.interpolation + self.section.main.interpolation = False + + # Start at section that "owns" this InterpolationEngine + current_section = self.section + while True: + # try the current section first + val = current_section.get(key) + if val is not None and not isinstance(val, Section): + break + # try "DEFAULT" next + val = current_section.get('DEFAULT', {}).get(key) + if val is not None and not isinstance(val, Section): + break + # move up to parent and try again + # top-level's parent is itself + if current_section.parent is current_section: + # reached top level, time to give up + break + current_section = current_section.parent + + # restore interpolation to previous value before returning + self.section.main.interpolation = save_interp + if val is None: + raise MissingInterpolationOption(key) + return val, current_section + + + def _parse_match(self, match): + """Implementation-dependent helper function. + + Will be passed a match object corresponding to the interpolation + key we just found (e.g., "%(foo)s" or "$foo"). Should look up that + key in the appropriate config file section (using the ``_fetch()`` + helper function) and return a 3-tuple: (key, value, section) + + ``key`` is the name of the key we're looking for + ``value`` is the value found for that key + ``section`` is a reference to the section where it was found + + ``key`` and ``section`` should be None if no further + interpolation should be performed on the resulting value + (e.g., if we interpolated "$$" and returned "$"). + """ + raise NotImplementedError() + + + +class ConfigParserInterpolation(InterpolationEngine): + """Behaves like ConfigParser.""" + _cookie = '%' + _KEYCRE = re.compile(r"%\(([^)]*)\)s") + + def _parse_match(self, match): + key = match.group(1) + value, section = self._fetch(key) + return key, value, section + + + +class TemplateInterpolation(InterpolationEngine): + """Behaves like string.Template.""" + _cookie = '$' + _delimiter = '$' + _KEYCRE = re.compile(r""" + \$(?: + (?P\$) | # Two $ signs + (?P[_a-z][_a-z0-9]*) | # $name format + {(?P[^}]*)} # ${name} format + ) + """, re.IGNORECASE | re.VERBOSE) + + def _parse_match(self, match): + # Valid name (in or out of braces): fetch value from section + key = match.group('named') or match.group('braced') + if key is not None: + value, section = self._fetch(key) + return key, value, section + # Escaped delimiter (e.g., $$): return single delimiter + if match.group('escaped') is not None: + # Return None for key and section to indicate it's time to stop + return None, self._delimiter, None + # Anything else: ignore completely, just return it unchanged + return None, match.group(), None + + +interpolation_engines = { + 'configparser': ConfigParserInterpolation, + 'template': TemplateInterpolation, +} + + +def __newobj__(cls, *args): + # Hack for pickle + return cls.__new__(cls, *args) + +class Section(dict): + """ + A dictionary-like object that represents a section in a config file. + + It does string interpolation if the 'interpolation' attribute + of the 'main' object is set to True. + + Interpolation is tried first from this object, then from the 'DEFAULT' + section of this object, next from the parent and its 'DEFAULT' section, + and so on until the main object is reached. + + A Section will behave like an ordered dictionary - following the + order of the ``scalars`` and ``sections`` attributes. + You can use this to change the order of members. + + Iteration follows the order: scalars, then sections. + """ + + + def __setstate__(self, state): + dict.update(self, state[0]) + self.__dict__.update(state[1]) + + def __reduce__(self): + state = (dict(self), self.__dict__) + return (__newobj__, (self.__class__,), state) + + + def __init__(self, parent, depth, main, indict=None, name=None): + """ + * parent is the section above + * depth is the depth level of this section + * main is the main ConfigObj + * indict is a dictionary to initialise the section with + """ + if indict is None: + indict = {} + dict.__init__(self) + # used for nesting level *and* interpolation + self.parent = parent + # used for the interpolation attribute + self.main = main + # level of nesting depth of this Section + self.depth = depth + # purely for information + self.name = name + # + self._initialise() + # we do this explicitly so that __setitem__ is used properly + # (rather than just passing to ``dict.__init__``) + for entry, value in indict.iteritems(): + self[entry] = value + + + def _initialise(self): + # the sequence of scalar values in this Section + self.scalars = [] + # the sequence of sections in this Section + self.sections = [] + # for comments :-) + self.comments = {} + self.inline_comments = {} + # the configspec + self.configspec = None + # for defaults + self.defaults = [] + self.default_values = {} + self.extra_values = [] + self._created = False + + + def _interpolate(self, key, value): + try: + # do we already have an interpolation engine? + engine = self._interpolation_engine + except AttributeError: + # not yet: first time running _interpolate(), so pick the engine + name = self.main.interpolation + if name == True: # note that "if name:" would be incorrect here + # backwards-compatibility: interpolation=True means use default + name = DEFAULT_INTERPOLATION + name = name.lower() # so that "Template", "template", etc. all work + class_ = interpolation_engines.get(name, None) + if class_ is None: + # invalid value for self.main.interpolation + self.main.interpolation = False + return value + else: + # save reference to engine so we don't have to do this again + engine = self._interpolation_engine = class_(self) + # let the engine do the actual work + return engine.interpolate(key, value) + + + def __getitem__(self, key): + """Fetch the item and do string interpolation.""" + val = dict.__getitem__(self, key) + if self.main.interpolation: + if isinstance(val, basestring): + return self._interpolate(key, val) + if isinstance(val, list): + def _check(entry): + if isinstance(entry, basestring): + return self._interpolate(key, entry) + return entry + new = [_check(entry) for entry in val] + if new != val: + return new + return val + + + def __setitem__(self, key, value, unrepr=False): + """ + Correctly set a value. + + Making dictionary values Section instances. + (We have to special case 'Section' instances - which are also dicts) + + Keys must be strings. + Values need only be strings (or lists of strings) if + ``main.stringify`` is set. + + ``unrepr`` must be set when setting a value to a dictionary, without + creating a new sub-section. + """ + if not isinstance(key, basestring): + raise ValueError('The key "%s" is not a string.' % key) + + # add the comment + if key not in self.comments: + self.comments[key] = [] + self.inline_comments[key] = '' + # remove the entry from defaults + if key in self.defaults: + self.defaults.remove(key) + # + if isinstance(value, Section): + if key not in self: + self.sections.append(key) + dict.__setitem__(self, key, value) + elif isinstance(value, dict) and not unrepr: + # First create the new depth level, + # then create the section + if key not in self: + self.sections.append(key) + new_depth = self.depth + 1 + dict.__setitem__( + self, + key, + Section( + self, + new_depth, + self.main, + indict=value, + name=key)) + else: + if key not in self: + self.scalars.append(key) + if not self.main.stringify: + if isinstance(value, basestring): + pass + elif isinstance(value, (list, tuple)): + for entry in value: + if not isinstance(entry, basestring): + raise TypeError('Value is not a string "%s".' % entry) + else: + raise TypeError('Value is not a string "%s".' % value) + dict.__setitem__(self, key, value) + + + def __delitem__(self, key): + """Remove items from the sequence when deleting.""" + dict. __delitem__(self, key) + if key in self.scalars: + self.scalars.remove(key) + else: + self.sections.remove(key) + del self.comments[key] + del self.inline_comments[key] + + + def get(self, key, default=None): + """A version of ``get`` that doesn't bypass string interpolation.""" + try: + return self[key] + except KeyError: + return default + + + def update(self, indict): + """ + A version of update that uses our ``__setitem__``. + """ + for entry in indict: + self[entry] = indict[entry] + + + def pop(self, key, default=MISSING): + """ + 'D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + If key is not found, d is returned if given, otherwise KeyError is raised' + """ + try: + val = self[key] + except KeyError: + if default is MISSING: + raise + val = default + else: + del self[key] + return val + + + def popitem(self): + """Pops the first (key,val)""" + sequence = (self.scalars + self.sections) + if not sequence: + raise KeyError(": 'popitem(): dictionary is empty'") + key = sequence[0] + val = self[key] + del self[key] + return key, val + + + def clear(self): + """ + A version of clear that also affects scalars/sections + Also clears comments and configspec. + + Leaves other attributes alone : + depth/main/parent are not affected + """ + dict.clear(self) + self.scalars = [] + self.sections = [] + self.comments = {} + self.inline_comments = {} + self.configspec = None + self.defaults = [] + self.extra_values = [] + + + def setdefault(self, key, default=None): + """A version of setdefault that sets sequence if appropriate.""" + try: + return self[key] + except KeyError: + self[key] = default + return self[key] + + + def items(self): + """D.items() -> list of D's (key, value) pairs, as 2-tuples""" + return zip((self.scalars + self.sections), self.values()) + + + def keys(self): + """D.keys() -> list of D's keys""" + return (self.scalars + self.sections) + + + def values(self): + """D.values() -> list of D's values""" + return [self[key] for key in (self.scalars + self.sections)] + + + def iteritems(self): + """D.iteritems() -> an iterator over the (key, value) items of D""" + return iter(self.items()) + + + def iterkeys(self): + """D.iterkeys() -> an iterator over the keys of D""" + return iter((self.scalars + self.sections)) + + __iter__ = iterkeys + + + def itervalues(self): + """D.itervalues() -> an iterator over the values of D""" + return iter(self.values()) + + + def __repr__(self): + """x.__repr__() <==> repr(x)""" + def _getval(key): + try: + return self[key] + except MissingInterpolationOption: + return dict.__getitem__(self, key) + return '{%s}' % ', '.join([('%s: %s' % (repr(key), repr(_getval(key)))) + for key in (self.scalars + self.sections)]) + + __str__ = __repr__ + __str__.__doc__ = "x.__str__() <==> str(x)" + + + # Extra methods - not in a normal dictionary + + def dict(self): + """ + Return a deepcopy of self as a dictionary. + + All members that are ``Section`` instances are recursively turned to + ordinary dictionaries - by calling their ``dict`` method. + + >>> n = a.dict() + >>> n == a + 1 + >>> n is a + 0 + """ + newdict = {} + for entry in self: + this_entry = self[entry] + if isinstance(this_entry, Section): + this_entry = this_entry.dict() + elif isinstance(this_entry, list): + # create a copy rather than a reference + this_entry = list(this_entry) + elif isinstance(this_entry, tuple): + # create a copy rather than a reference + this_entry = tuple(this_entry) + newdict[entry] = this_entry + return newdict + + + def merge(self, indict): + """ + A recursive update - useful for merging config files. + + >>> a = '''[section1] + ... option1 = True + ... [[subsection]] + ... more_options = False + ... # end of file'''.splitlines() + >>> b = '''# File is user.ini + ... [section1] + ... option1 = False + ... # end of file'''.splitlines() + >>> c1 = ConfigObj(b) + >>> c2 = ConfigObj(a) + >>> c2.merge(c1) + >>> c2 + ConfigObj({'section1': {'option1': 'False', 'subsection': {'more_options': 'False'}}}) + """ + for key, val in indict.items(): + if (key in self and isinstance(self[key], dict) and + isinstance(val, dict)): + self[key].merge(val) + else: + self[key] = val + + + def rename(self, oldkey, newkey): + """ + Change a keyname to another, without changing position in sequence. + + Implemented so that transformations can be made on keys, + as well as on values. (used by encode and decode) + + Also renames comments. + """ + if oldkey in self.scalars: + the_list = self.scalars + elif oldkey in self.sections: + the_list = self.sections + else: + raise KeyError('Key "%s" not found.' % oldkey) + pos = the_list.index(oldkey) + # + val = self[oldkey] + dict.__delitem__(self, oldkey) + dict.__setitem__(self, newkey, val) + the_list.remove(oldkey) + the_list.insert(pos, newkey) + comm = self.comments[oldkey] + inline_comment = self.inline_comments[oldkey] + del self.comments[oldkey] + del self.inline_comments[oldkey] + self.comments[newkey] = comm + self.inline_comments[newkey] = inline_comment + + + def walk(self, function, raise_errors=True, + call_on_sections=False, **keywargs): + """ + Walk every member and call a function on the keyword and value. + + Return a dictionary of the return values + + If the function raises an exception, raise the errror + unless ``raise_errors=False``, in which case set the return value to + ``False``. + + Any unrecognised keyword arguments you pass to walk, will be pased on + to the function you pass in. + + Note: if ``call_on_sections`` is ``True`` then - on encountering a + subsection, *first* the function is called for the *whole* subsection, + and then recurses into it's members. This means your function must be + able to handle strings, dictionaries and lists. This allows you + to change the key of subsections as well as for ordinary members. The + return value when called on the whole subsection has to be discarded. + + See the encode and decode methods for examples, including functions. + + .. admonition:: caution + + You can use ``walk`` to transform the names of members of a section + but you mustn't add or delete members. + + >>> config = '''[XXXXsection] + ... XXXXkey = XXXXvalue'''.splitlines() + >>> cfg = ConfigObj(config) + >>> cfg + ConfigObj({'XXXXsection': {'XXXXkey': 'XXXXvalue'}}) + >>> def transform(section, key): + ... val = section[key] + ... newkey = key.replace('XXXX', 'CLIENT1') + ... section.rename(key, newkey) + ... if isinstance(val, (tuple, list, dict)): + ... pass + ... else: + ... val = val.replace('XXXX', 'CLIENT1') + ... section[newkey] = val + >>> cfg.walk(transform, call_on_sections=True) + {'CLIENT1section': {'CLIENT1key': None}} + >>> cfg + ConfigObj({'CLIENT1section': {'CLIENT1key': 'CLIENT1value'}}) + """ + out = {} + # scalars first + for i in range(len(self.scalars)): + entry = self.scalars[i] + try: + val = function(self, entry, **keywargs) + # bound again in case name has changed + entry = self.scalars[i] + out[entry] = val + except Exception: + if raise_errors: + raise + else: + entry = self.scalars[i] + out[entry] = False + # then sections + for i in range(len(self.sections)): + entry = self.sections[i] + if call_on_sections: + try: + function(self, entry, **keywargs) + except Exception: + if raise_errors: + raise + else: + entry = self.sections[i] + out[entry] = False + # bound again in case name has changed + entry = self.sections[i] + # previous result is discarded + out[entry] = self[entry].walk( + function, + raise_errors=raise_errors, + call_on_sections=call_on_sections, + **keywargs) + return out + + + def as_bool(self, key): + """ + Accepts a key as input. The corresponding value must be a string or + the objects (``True`` or 1) or (``False`` or 0). We allow 0 and 1 to + retain compatibility with Python 2.2. + + If the string is one of ``True``, ``On``, ``Yes``, or ``1`` it returns + ``True``. + + If the string is one of ``False``, ``Off``, ``No``, or ``0`` it returns + ``False``. + + ``as_bool`` is not case sensitive. + + Any other input will raise a ``ValueError``. + + >>> a = ConfigObj() + >>> a['a'] = 'fish' + >>> a.as_bool('a') + Traceback (most recent call last): + ValueError: Value "fish" is neither True nor False + >>> a['b'] = 'True' + >>> a.as_bool('b') + 1 + >>> a['b'] = 'off' + >>> a.as_bool('b') + 0 + """ + val = self[key] + if val == True: + return True + elif val == False: + return False + else: + try: + if not isinstance(val, basestring): + # TODO: Why do we raise a KeyError here? + raise KeyError() + else: + return self.main._bools[val.lower()] + except KeyError: + raise ValueError('Value "%s" is neither True nor False' % val) + + + def as_int(self, key): + """ + A convenience method which coerces the specified value to an integer. + + If the value is an invalid literal for ``int``, a ``ValueError`` will + be raised. + + >>> a = ConfigObj() + >>> a['a'] = 'fish' + >>> a.as_int('a') + Traceback (most recent call last): + ValueError: invalid literal for int() with base 10: 'fish' + >>> a['b'] = '1' + >>> a.as_int('b') + 1 + >>> a['b'] = '3.2' + >>> a.as_int('b') + Traceback (most recent call last): + ValueError: invalid literal for int() with base 10: '3.2' + """ + return int(self[key]) + + + def as_float(self, key): + """ + A convenience method which coerces the specified value to a float. + + If the value is an invalid literal for ``float``, a ``ValueError`` will + be raised. + + >>> a = ConfigObj() + >>> a['a'] = 'fish' + >>> a.as_float('a') + Traceback (most recent call last): + ValueError: invalid literal for float(): fish + >>> a['b'] = '1' + >>> a.as_float('b') + 1.0 + >>> a['b'] = '3.2' + >>> a.as_float('b') + 3.2000000000000002 + """ + return float(self[key]) + + + def as_list(self, key): + """ + A convenience method which fetches the specified value, guaranteeing + that it is a list. + + >>> a = ConfigObj() + >>> a['a'] = 1 + >>> a.as_list('a') + [1] + >>> a['a'] = (1,) + >>> a.as_list('a') + [1] + >>> a['a'] = [1] + >>> a.as_list('a') + [1] + """ + result = self[key] + if isinstance(result, (tuple, list)): + return list(result) + return [result] + + + def restore_default(self, key): + """ + Restore (and return) default value for the specified key. + + This method will only work for a ConfigObj that was created + with a configspec and has been validated. + + If there is no default value for this key, ``KeyError`` is raised. + """ + default = self.default_values[key] + dict.__setitem__(self, key, default) + if key not in self.defaults: + self.defaults.append(key) + return default + + + def restore_defaults(self): + """ + Recursively restore default values to all members + that have them. + + This method will only work for a ConfigObj that was created + with a configspec and has been validated. + + It doesn't delete or modify entries without default values. + """ + for key in self.default_values: + self.restore_default(key) + + for section in self.sections: + self[section].restore_defaults() + + +class ConfigObj(Section): + """An object to read, create, and write config files.""" + + _keyword = re.compile(r'''^ # line start + (\s*) # indentation + ( # keyword + (?:".*?")| # double quotes + (?:'.*?')| # single quotes + (?:[^'"=].*?) # no quotes + ) + \s*=\s* # divider + (.*) # value (including list values and comments) + $ # line end + ''', + re.VERBOSE) + + _sectionmarker = re.compile(r'''^ + (\s*) # 1: indentation + ((?:\[\s*)+) # 2: section marker open + ( # 3: section name open + (?:"\s*\S.*?\s*")| # at least one non-space with double quotes + (?:'\s*\S.*?\s*')| # at least one non-space with single quotes + (?:[^'"\s].*?) # at least one non-space unquoted + ) # section name close + ((?:\s*\])+) # 4: section marker close + \s*(\#.*)? # 5: optional comment + $''', + re.VERBOSE) + + # this regexp pulls list values out as a single string + # or single values and comments + # FIXME: this regex adds a '' to the end of comma terminated lists + # workaround in ``_handle_value`` + _valueexp = re.compile(r'''^ + (?: + (?: + ( + (?: + (?: + (?:".*?")| # double quotes + (?:'.*?')| # single quotes + (?:[^'",\#][^,\#]*?) # unquoted + ) + \s*,\s* # comma + )* # match all list items ending in a comma (if any) + ) + ( + (?:".*?")| # double quotes + (?:'.*?')| # single quotes + (?:[^'",\#\s][^,]*?)| # unquoted + (?:(? 1: + msg = "Parsing failed with several errors.\nFirst error %s" % info + error = ConfigObjError(msg) + else: + error = self._errors[0] + # set the errors attribute; it's a list of tuples: + # (error_type, message, line_number) + error.errors = self._errors + # set the config attribute + error.config = self + raise error + # delete private attributes + del self._errors + + if configspec is None: + self.configspec = None + else: + self._handle_configspec(configspec) + + + def _initialise(self, options=None): + if options is None: + options = OPTION_DEFAULTS + + # initialise a few variables + self.filename = None + self._errors = [] + self.raise_errors = options['raise_errors'] + self.interpolation = options['interpolation'] + self.list_values = options['list_values'] + self.create_empty = options['create_empty'] + self.file_error = options['file_error'] + self.stringify = options['stringify'] + self.indent_type = options['indent_type'] + self.encoding = options['encoding'] + self.default_encoding = options['default_encoding'] + self.BOM = False + self.newlines = None + self.write_empty_values = options['write_empty_values'] + self.unrepr = options['unrepr'] + + self.initial_comment = [] + self.final_comment = [] + self.configspec = None + + if self._inspec: + self.list_values = False + + # Clear section attributes as well + Section._initialise(self) + + + def __repr__(self): + def _getval(key): + try: + return self[key] + except MissingInterpolationOption: + return dict.__getitem__(self, key) + return ('ConfigObj({%s})' % + ', '.join([('%s: %s' % (repr(key), repr(_getval(key)))) + for key in (self.scalars + self.sections)])) + + + def _handle_bom(self, infile): + """ + Handle any BOM, and decode if necessary. + + If an encoding is specified, that *must* be used - but the BOM should + still be removed (and the BOM attribute set). + + (If the encoding is wrongly specified, then a BOM for an alternative + encoding won't be discovered or removed.) + + If an encoding is not specified, UTF8 or UTF16 BOM will be detected and + removed. The BOM attribute will be set. UTF16 will be decoded to + unicode. + + NOTE: This method must not be called with an empty ``infile``. + + Specifying the *wrong* encoding is likely to cause a + ``UnicodeDecodeError``. + + ``infile`` must always be returned as a list of lines, but may be + passed in as a single string. + """ + if ((self.encoding is not None) and + (self.encoding.lower() not in BOM_LIST)): + # No need to check for a BOM + # the encoding specified doesn't have one + # just decode + return self._decode(infile, self.encoding) + + if isinstance(infile, (list, tuple)): + line = infile[0] + else: + line = infile + if self.encoding is not None: + # encoding explicitly supplied + # And it could have an associated BOM + # TODO: if encoding is just UTF16 - we ought to check for both + # TODO: big endian and little endian versions. + enc = BOM_LIST[self.encoding.lower()] + if enc == 'utf_16': + # For UTF16 we try big endian and little endian + for BOM, (encoding, final_encoding) in BOMS.items(): + if not final_encoding: + # skip UTF8 + continue + if infile.startswith(BOM): + ### BOM discovered + ##self.BOM = True + # Don't need to remove BOM + return self._decode(infile, encoding) + + # If we get this far, will *probably* raise a DecodeError + # As it doesn't appear to start with a BOM + return self._decode(infile, self.encoding) + + # Must be UTF8 + BOM = BOM_SET[enc] + if not line.startswith(BOM): + return self._decode(infile, self.encoding) + + newline = line[len(BOM):] + + # BOM removed + if isinstance(infile, (list, tuple)): + infile[0] = newline + else: + infile = newline + self.BOM = True + return self._decode(infile, self.encoding) + + # No encoding specified - so we need to check for UTF8/UTF16 + for BOM, (encoding, final_encoding) in BOMS.items(): + if not line.startswith(BOM): + continue + else: + # BOM discovered + self.encoding = final_encoding + if not final_encoding: + self.BOM = True + # UTF8 + # remove BOM + newline = line[len(BOM):] + if isinstance(infile, (list, tuple)): + infile[0] = newline + else: + infile = newline + # UTF8 - don't decode + if isinstance(infile, basestring): + return infile.splitlines(True) + else: + return infile + # UTF16 - have to decode + return self._decode(infile, encoding) + + # No BOM discovered and no encoding specified, just return + if isinstance(infile, basestring): + # infile read from a file will be a single string + return infile.splitlines(True) + return infile + + + def _a_to_u(self, aString): + """Decode ASCII strings to unicode if a self.encoding is specified.""" + if self.encoding: + return aString.decode('ascii') + else: + return aString + + + def _decode(self, infile, encoding): + """ + Decode infile to unicode. Using the specified encoding. + + if is a string, it also needs converting to a list. + """ + if isinstance(infile, basestring): + # can't be unicode + # NOTE: Could raise a ``UnicodeDecodeError`` + return infile.decode(encoding).splitlines(True) + for i, line in enumerate(infile): + if not isinstance(line, unicode): + # NOTE: The isinstance test here handles mixed lists of unicode/string + # NOTE: But the decode will break on any non-string values + # NOTE: Or could raise a ``UnicodeDecodeError`` + infile[i] = line.decode(encoding) + return infile + + + def _decode_element(self, line): + """Decode element to unicode if necessary.""" + if not self.encoding: + return line + if isinstance(line, str) and self.default_encoding: + return line.decode(self.default_encoding) + return line + + + def _str(self, value): + """ + Used by ``stringify`` within validate, to turn non-string values + into strings. + """ + if not isinstance(value, basestring): + return str(value) + else: + return value + + + def _parse(self, infile): + """Actually parse the config file.""" + temp_list_values = self.list_values + if self.unrepr: + self.list_values = False + + comment_list = [] + done_start = False + this_section = self + maxline = len(infile) - 1 + cur_index = -1 + reset_comment = False + + while cur_index < maxline: + if reset_comment: + comment_list = [] + cur_index += 1 + line = infile[cur_index] + sline = line.strip() + # do we have anything on the line ? + if not sline or sline.startswith('#'): + reset_comment = False + comment_list.append(line) + continue + + if not done_start: + # preserve initial comment + self.initial_comment = comment_list + comment_list = [] + done_start = True + + reset_comment = True + # first we check if it's a section marker + mat = self._sectionmarker.match(line) + if mat is not None: + # is a section line + (indent, sect_open, sect_name, sect_close, comment) = mat.groups() + if indent and (self.indent_type is None): + self.indent_type = indent + cur_depth = sect_open.count('[') + if cur_depth != sect_close.count(']'): + self._handle_error("Cannot compute the section depth at line %s.", + NestingError, infile, cur_index) + continue + + if cur_depth < this_section.depth: + # the new section is dropping back to a previous level + try: + parent = self._match_depth(this_section, + cur_depth).parent + except SyntaxError: + self._handle_error("Cannot compute nesting level at line %s.", + NestingError, infile, cur_index) + continue + elif cur_depth == this_section.depth: + # the new section is a sibling of the current section + parent = this_section.parent + elif cur_depth == this_section.depth + 1: + # the new section is a child the current section + parent = this_section + else: + self._handle_error("Section too nested at line %s.", + NestingError, infile, cur_index) + + sect_name = self._unquote(sect_name) + if sect_name in parent: + self._handle_error('Duplicate section name at line %s.', + DuplicateError, infile, cur_index) + continue + + # create the new section + this_section = Section( + parent, + cur_depth, + self, + name=sect_name) + parent[sect_name] = this_section + parent.inline_comments[sect_name] = comment + parent.comments[sect_name] = comment_list + continue + # + # it's not a section marker, + # so it should be a valid ``key = value`` line + mat = self._keyword.match(line) + if mat is None: + # it neither matched as a keyword + # or a section marker + self._handle_error( + 'Invalid line at line "%s".', + ParseError, infile, cur_index) + else: + # is a keyword value + # value will include any inline comment + (indent, key, value) = mat.groups() + if indent and (self.indent_type is None): + self.indent_type = indent + # check for a multiline value + if value[:3] in ['"""', "'''"]: + try: + value, comment, cur_index = self._multiline( + value, infile, cur_index, maxline) + except SyntaxError: + self._handle_error( + 'Parse error in value at line %s.', + ParseError, infile, cur_index) + continue + else: + if self.unrepr: + comment = '' + try: + value = unrepr(value) + except Exception, e: + if type(e) == UnknownType: + msg = 'Unknown name or type in value at line %s.' + else: + msg = 'Parse error in value at line %s.' + self._handle_error(msg, UnreprError, infile, + cur_index) + continue + else: + if self.unrepr: + comment = '' + try: + value = unrepr(value) + except Exception, e: + if isinstance(e, UnknownType): + msg = 'Unknown name or type in value at line %s.' + else: + msg = 'Parse error in value at line %s.' + self._handle_error(msg, UnreprError, infile, + cur_index) + continue + else: + # extract comment and lists + try: + (value, comment) = self._handle_value(value) + except SyntaxError: + self._handle_error( + 'Parse error in value at line %s.', + ParseError, infile, cur_index) + continue + # + key = self._unquote(key) + if key in this_section: + self._handle_error( + 'Duplicate keyword name at line %s.', + DuplicateError, infile, cur_index) + continue + # add the key. + # we set unrepr because if we have got this far we will never + # be creating a new section + this_section.__setitem__(key, value, unrepr=True) + this_section.inline_comments[key] = comment + this_section.comments[key] = comment_list + continue + # + if self.indent_type is None: + # no indentation used, set the type accordingly + self.indent_type = '' + + # preserve the final comment + if not self and not self.initial_comment: + self.initial_comment = comment_list + elif not reset_comment: + self.final_comment = comment_list + self.list_values = temp_list_values + + + def _match_depth(self, sect, depth): + """ + Given a section and a depth level, walk back through the sections + parents to see if the depth level matches a previous section. + + Return a reference to the right section, + or raise a SyntaxError. + """ + while depth < sect.depth: + if sect is sect.parent: + # we've reached the top level already + raise SyntaxError() + sect = sect.parent + if sect.depth == depth: + return sect + # shouldn't get here + raise SyntaxError() + + + def _handle_error(self, text, ErrorClass, infile, cur_index): + """ + Handle an error according to the error settings. + + Either raise the error or store it. + The error will have occured at ``cur_index`` + """ + line = infile[cur_index] + cur_index += 1 + message = text % cur_index + error = ErrorClass(message, cur_index, line) + if self.raise_errors: + # raise the error - parsing stops here + raise error + # store the error + # reraise when parsing has finished + self._errors.append(error) + + + def _unquote(self, value): + """Return an unquoted version of a value""" + if not value: + # should only happen during parsing of lists + raise SyntaxError + if (value[0] == value[-1]) and (value[0] in ('"', "'")): + value = value[1:-1] + return value + + + def _quote(self, value, multiline=True): + """ + Return a safely quoted version of a value. + + Raise a ConfigObjError if the value cannot be safely quoted. + If multiline is ``True`` (default) then use triple quotes + if necessary. + + * Don't quote values that don't need it. + * Recursively quote members of a list and return a comma joined list. + * Multiline is ``False`` for lists. + * Obey list syntax for empty and single member lists. + + If ``list_values=False`` then the value is only quoted if it contains + a ``\\n`` (is multiline) or '#'. + + If ``write_empty_values`` is set, and the value is an empty string, it + won't be quoted. + """ + if multiline and self.write_empty_values and value == '': + # Only if multiline is set, so that it is used for values not + # keys, and not values that are part of a list + return '' + + if multiline and isinstance(value, (list, tuple)): + if not value: + return ',' + elif len(value) == 1: + return self._quote(value[0], multiline=False) + ',' + return ', '.join([self._quote(val, multiline=False) + for val in value]) + if not isinstance(value, basestring): + if self.stringify: + value = str(value) + else: + raise TypeError('Value "%s" is not a string.' % value) + + if not value: + return '""' + + no_lists_no_quotes = not self.list_values and '\n' not in value and '#' not in value + need_triple = multiline and ((("'" in value) and ('"' in value)) or ('\n' in value )) + hash_triple_quote = multiline and not need_triple and ("'" in value) and ('"' in value) and ('#' in value) + check_for_single = (no_lists_no_quotes or not need_triple) and not hash_triple_quote + + if check_for_single: + if not self.list_values: + # we don't quote if ``list_values=False`` + quot = noquot + # for normal values either single or double quotes will do + elif '\n' in value: + # will only happen if multiline is off - e.g. '\n' in key + raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) + elif ((value[0] not in wspace_plus) and + (value[-1] not in wspace_plus) and + (',' not in value)): + quot = noquot + else: + quot = self._get_single_quote(value) + else: + # if value has '\n' or "'" *and* '"', it will need triple quotes + quot = self._get_triple_quote(value) + + if quot == noquot and '#' in value and self.list_values: + quot = self._get_single_quote(value) + + return quot % value + + + def _get_single_quote(self, value): + if ("'" in value) and ('"' in value): + raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) + elif '"' in value: + quot = squot + else: + quot = dquot + return quot + + + def _get_triple_quote(self, value): + if (value.find('"""') != -1) and (value.find("'''") != -1): + raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) + if value.find('"""') == -1: + quot = tdquot + else: + quot = tsquot + return quot + + + def _handle_value(self, value): + """ + Given a value string, unquote, remove comment, + handle lists. (including empty and single member lists) + """ + if self._inspec: + # Parsing a configspec so don't handle comments + return (value, '') + # do we look for lists in values ? + if not self.list_values: + mat = self._nolistvalue.match(value) + if mat is None: + raise SyntaxError() + # NOTE: we don't unquote here + return mat.groups() + # + mat = self._valueexp.match(value) + if mat is None: + # the value is badly constructed, probably badly quoted, + # or an invalid list + raise SyntaxError() + (list_values, single, empty_list, comment) = mat.groups() + if (list_values == '') and (single is None): + # change this if you want to accept empty values + raise SyntaxError() + # NOTE: note there is no error handling from here if the regex + # is wrong: then incorrect values will slip through + if empty_list is not None: + # the single comma - meaning an empty list + return ([], comment) + if single is not None: + # handle empty values + if list_values and not single: + # FIXME: the '' is a workaround because our regex now matches + # '' at the end of a list if it has a trailing comma + single = None + else: + single = single or '""' + single = self._unquote(single) + if list_values == '': + # not a list value + return (single, comment) + the_list = self._listvalueexp.findall(list_values) + the_list = [self._unquote(val) for val in the_list] + if single is not None: + the_list += [single] + return (the_list, comment) + + + def _multiline(self, value, infile, cur_index, maxline): + """Extract the value, where we are in a multiline situation.""" + quot = value[:3] + newvalue = value[3:] + single_line = self._triple_quote[quot][0] + multi_line = self._triple_quote[quot][1] + mat = single_line.match(value) + if mat is not None: + retval = list(mat.groups()) + retval.append(cur_index) + return retval + elif newvalue.find(quot) != -1: + # somehow the triple quote is missing + raise SyntaxError() + # + while cur_index < maxline: + cur_index += 1 + newvalue += '\n' + line = infile[cur_index] + if line.find(quot) == -1: + newvalue += line + else: + # end of multiline, process it + break + else: + # we've got to the end of the config, oops... + raise SyntaxError() + mat = multi_line.match(line) + if mat is None: + # a badly formed line + raise SyntaxError() + (value, comment) = mat.groups() + return (newvalue + value, comment, cur_index) + + + def _handle_configspec(self, configspec): + """Parse the configspec.""" + # FIXME: Should we check that the configspec was created with the + # correct settings ? (i.e. ``list_values=False``) + if not isinstance(configspec, ConfigObj): + try: + configspec = ConfigObj(configspec, + raise_errors=True, + file_error=True, + _inspec=True) + except ConfigObjError, e: + # FIXME: Should these errors have a reference + # to the already parsed ConfigObj ? + raise ConfigspecError('Parsing configspec failed: %s' % e) + except IOError, e: + raise IOError('Reading configspec failed: %s' % e) + + self.configspec = configspec + + + + def _set_configspec(self, section, copy): + """ + Called by validate. Handles setting the configspec on subsections + including sections to be validated by __many__ + """ + configspec = section.configspec + many = configspec.get('__many__') + if isinstance(many, dict): + for entry in section.sections: + if entry not in configspec: + section[entry].configspec = many + + for entry in configspec.sections: + if entry == '__many__': + continue + if entry not in section: + section[entry] = {} + section[entry]._created = True + if copy: + # copy comments + section.comments[entry] = configspec.comments.get(entry, []) + section.inline_comments[entry] = configspec.inline_comments.get(entry, '') + + # Could be a scalar when we expect a section + if isinstance(section[entry], Section): + section[entry].configspec = configspec[entry] + + + def _write_line(self, indent_string, entry, this_entry, comment): + """Write an individual line, for the write method""" + # NOTE: the calls to self._quote here handles non-StringType values. + if not self.unrepr: + val = self._decode_element(self._quote(this_entry)) + else: + val = repr(this_entry) + return '%s%s%s%s%s' % (indent_string, + self._decode_element(self._quote(entry, multiline=False)), + self._a_to_u(' = '), + val, + self._decode_element(comment)) + + + def _write_marker(self, indent_string, depth, entry, comment): + """Write a section marker line""" + return '%s%s%s%s%s' % (indent_string, + self._a_to_u('[' * depth), + self._quote(self._decode_element(entry), multiline=False), + self._a_to_u(']' * depth), + self._decode_element(comment)) + + + def _handle_comment(self, comment): + """Deal with a comment.""" + if not comment: + return '' + start = self.indent_type + if not comment.startswith('#'): + start += self._a_to_u(' # ') + return (start + comment) + + + # Public methods + + def write(self, outfile=None, section=None): + """ + Write the current ConfigObj as a file + + tekNico: FIXME: use StringIO instead of real files + + >>> filename = a.filename + >>> a.filename = 'test.ini' + >>> a.write() + >>> a.filename = filename + >>> a == ConfigObj('test.ini', raise_errors=True) + 1 + >>> import os + >>> os.remove('test.ini') + """ + if self.indent_type is None: + # this can be true if initialised from a dictionary + self.indent_type = DEFAULT_INDENT_TYPE + + out = [] + cs = self._a_to_u('#') + csp = self._a_to_u('# ') + if section is None: + int_val = self.interpolation + self.interpolation = False + section = self + for line in self.initial_comment: + line = self._decode_element(line) + stripped_line = line.strip() + if stripped_line and not stripped_line.startswith(cs): + line = csp + line + out.append(line) + + indent_string = self.indent_type * section.depth + for entry in (section.scalars + section.sections): + if entry in section.defaults: + # don't write out default values + continue + for comment_line in section.comments[entry]: + comment_line = self._decode_element(comment_line.lstrip()) + if comment_line and not comment_line.startswith(cs): + comment_line = csp + comment_line + out.append(indent_string + comment_line) + this_entry = section[entry] + comment = self._handle_comment(section.inline_comments[entry]) + + if isinstance(this_entry, dict): + # a section + out.append(self._write_marker( + indent_string, + this_entry.depth, + entry, + comment)) + out.extend(self.write(section=this_entry)) + else: + out.append(self._write_line( + indent_string, + entry, + this_entry, + comment)) + + if section is self: + for line in self.final_comment: + line = self._decode_element(line) + stripped_line = line.strip() + if stripped_line and not stripped_line.startswith(cs): + line = csp + line + out.append(line) + self.interpolation = int_val + + if section is not self: + return out + + if (self.filename is None) and (outfile is None): + # output a list of lines + # might need to encode + # NOTE: This will *screw* UTF16, each line will start with the BOM + if self.encoding: + out = [l.encode(self.encoding) for l in out] + if (self.BOM and ((self.encoding is None) or + (BOM_LIST.get(self.encoding.lower()) == 'utf_8'))): + # Add the UTF8 BOM + if not out: + out.append('') + out[0] = BOM_UTF8 + out[0] + return out + + # Turn the list to a string, joined with correct newlines + newline = self.newlines or os.linesep + if (getattr(outfile, 'mode', None) is not None and outfile.mode == 'w' + and sys.platform == 'win32' and newline == '\r\n'): + # Windows specific hack to avoid writing '\r\r\n' + newline = '\n' + output = self._a_to_u(newline).join(out) + if self.encoding: + output = output.encode(self.encoding) + if self.BOM and ((self.encoding is None) or match_utf8(self.encoding)): + # Add the UTF8 BOM + output = BOM_UTF8 + output + + if not output.endswith(newline): + output += newline + if outfile is not None: + outfile.write(output) + else: + h = open(self.filename, 'wb') + h.write(output) + h.close() + + + def validate(self, validator, preserve_errors=False, copy=False, + section=None): + """ + Test the ConfigObj against a configspec. + + It uses the ``validator`` object from *validate.py*. + + To run ``validate`` on the current ConfigObj, call: :: + + test = config.validate(validator) + + (Normally having previously passed in the configspec when the ConfigObj + was created - you can dynamically assign a dictionary of checks to the + ``configspec`` attribute of a section though). + + It returns ``True`` if everything passes, or a dictionary of + pass/fails (True/False). If every member of a subsection passes, it + will just have the value ``True``. (It also returns ``False`` if all + members fail). + + In addition, it converts the values from strings to their native + types if their checks pass (and ``stringify`` is set). + + If ``preserve_errors`` is ``True`` (``False`` is default) then instead + of a marking a fail with a ``False``, it will preserve the actual + exception object. This can contain info about the reason for failure. + For example the ``VdtValueTooSmallError`` indicates that the value + supplied was too small. If a value (or section) is missing it will + still be marked as ``False``. + + You must have the validate module to use ``preserve_errors=True``. + + You can then use the ``flatten_errors`` function to turn your nested + results dictionary into a flattened list of failures - useful for + displaying meaningful error messages. + """ + if section is None: + if self.configspec is None: + raise ValueError('No configspec supplied.') + if preserve_errors: + # We do this once to remove a top level dependency on the validate module + # Which makes importing configobj faster + from validate import VdtMissingValue + self._vdtMissingValue = VdtMissingValue + + section = self + + if copy: + section.initial_comment = section.configspec.initial_comment + section.final_comment = section.configspec.final_comment + section.encoding = section.configspec.encoding + section.BOM = section.configspec.BOM + section.newlines = section.configspec.newlines + section.indent_type = section.configspec.indent_type + + # + # section.default_values.clear() #?? + configspec = section.configspec + self._set_configspec(section, copy) + + + def validate_entry(entry, spec, val, missing, ret_true, ret_false): + section.default_values.pop(entry, None) + + try: + section.default_values[entry] = validator.get_default_value(configspec[entry]) + except (KeyError, AttributeError, validator.baseErrorClass): + # No default, bad default or validator has no 'get_default_value' + # (e.g. SimpleVal) + pass + + try: + check = validator.check(spec, + val, + missing=missing + ) + except validator.baseErrorClass, e: + if not preserve_errors or isinstance(e, self._vdtMissingValue): + out[entry] = False + else: + # preserve the error + out[entry] = e + ret_false = False + ret_true = False + else: + ret_false = False + out[entry] = True + if self.stringify or missing: + # if we are doing type conversion + # or the value is a supplied default + if not self.stringify: + if isinstance(check, (list, tuple)): + # preserve lists + check = [self._str(item) for item in check] + elif missing and check is None: + # convert the None from a default to a '' + check = '' + else: + check = self._str(check) + if (check != val) or missing: + section[entry] = check + if not copy and missing and entry not in section.defaults: + section.defaults.append(entry) + return ret_true, ret_false + + # + out = {} + ret_true = True + ret_false = True + + unvalidated = [k for k in section.scalars if k not in configspec] + incorrect_sections = [k for k in configspec.sections if k in section.scalars] + incorrect_scalars = [k for k in configspec.scalars if k in section.sections] + + for entry in configspec.scalars: + if entry in ('__many__', '___many___'): + # reserved names + continue + if (not entry in section.scalars) or (entry in section.defaults): + # missing entries + # or entries from defaults + missing = True + val = None + if copy and entry not in section.scalars: + # copy comments + section.comments[entry] = ( + configspec.comments.get(entry, [])) + section.inline_comments[entry] = ( + configspec.inline_comments.get(entry, '')) + # + else: + missing = False + val = section[entry] + + ret_true, ret_false = validate_entry(entry, configspec[entry], val, + missing, ret_true, ret_false) + + many = None + if '__many__' in configspec.scalars: + many = configspec['__many__'] + elif '___many___' in configspec.scalars: + many = configspec['___many___'] + + if many is not None: + for entry in unvalidated: + val = section[entry] + ret_true, ret_false = validate_entry(entry, many, val, False, + ret_true, ret_false) + unvalidated = [] + + for entry in incorrect_scalars: + ret_true = False + if not preserve_errors: + out[entry] = False + else: + ret_false = False + msg = 'Value %r was provided as a section' % entry + out[entry] = validator.baseErrorClass(msg) + for entry in incorrect_sections: + ret_true = False + if not preserve_errors: + out[entry] = False + else: + ret_false = False + msg = 'Section %r was provided as a single value' % entry + out[entry] = validator.baseErrorClass(msg) + + # Missing sections will have been created as empty ones when the + # configspec was read. + for entry in section.sections: + # FIXME: this means DEFAULT is not copied in copy mode + if section is self and entry == 'DEFAULT': + continue + if section[entry].configspec is None: + unvalidated.append(entry) + continue + if copy: + section.comments[entry] = configspec.comments.get(entry, []) + section.inline_comments[entry] = configspec.inline_comments.get(entry, '') + check = self.validate(validator, preserve_errors=preserve_errors, copy=copy, section=section[entry]) + out[entry] = check + if check == False: + ret_true = False + elif check == True: + ret_false = False + else: + ret_true = False + + section.extra_values = unvalidated + if preserve_errors and not section._created: + # If the section wasn't created (i.e. it wasn't missing) + # then we can't return False, we need to preserve errors + ret_false = False + # + if ret_false and preserve_errors and out: + # If we are preserving errors, but all + # the failures are from missing sections / values + # then we can return False. Otherwise there is a + # real failure that we need to preserve. + ret_false = not any(out.values()) + if ret_true: + return True + elif ret_false: + return False + return out + + + def reset(self): + """Clear ConfigObj instance and restore to 'freshly created' state.""" + self.clear() + self._initialise() + # FIXME: Should be done by '_initialise', but ConfigObj constructor (and reload) + # requires an empty dictionary + self.configspec = None + # Just to be sure ;-) + self._original_configspec = None + + + def reload(self): + """ + Reload a ConfigObj from file. + + This method raises a ``ReloadError`` if the ConfigObj doesn't have + a filename attribute pointing to a file. + """ + if not isinstance(self.filename, basestring): + raise ReloadError() + + filename = self.filename + current_options = {} + for entry in OPTION_DEFAULTS: + if entry == 'configspec': + continue + current_options[entry] = getattr(self, entry) + + configspec = self._original_configspec + current_options['configspec'] = configspec + + self.clear() + self._initialise(current_options) + self._load(filename, configspec) + + + +class SimpleVal(object): + """ + A simple validator. + Can be used to check that all members expected are present. + + To use it, provide a configspec with all your members in (the value given + will be ignored). Pass an instance of ``SimpleVal`` to the ``validate`` + method of your ``ConfigObj``. ``validate`` will return ``True`` if all + members are present, or a dictionary with True/False meaning + present/missing. (Whole missing sections will be replaced with ``False``) + """ + + def __init__(self): + self.baseErrorClass = ConfigObjError + + def check(self, check, member, missing=False): + """A dummy check method, always returns the value unchanged.""" + if missing: + raise self.baseErrorClass() + return member + + +def flatten_errors(cfg, res, levels=None, results=None): + """ + An example function that will turn a nested dictionary of results + (as returned by ``ConfigObj.validate``) into a flat list. + + ``cfg`` is the ConfigObj instance being checked, ``res`` is the results + dictionary returned by ``validate``. + + (This is a recursive function, so you shouldn't use the ``levels`` or + ``results`` arguments - they are used by the function.) + + Returns a list of keys that failed. Each member of the list is a tuple:: + + ([list of sections...], key, result) + + If ``validate`` was called with ``preserve_errors=False`` (the default) + then ``result`` will always be ``False``. + + *list of sections* is a flattened list of sections that the key was found + in. + + If the section was missing (or a section was expected and a scalar provided + - or vice-versa) then key will be ``None``. + + If the value (or section) was missing then ``result`` will be ``False``. + + If ``validate`` was called with ``preserve_errors=True`` and a value + was present, but failed the check, then ``result`` will be the exception + object returned. You can use this as a string that describes the failure. + + For example *The value "3" is of the wrong type*. + """ + if levels is None: + # first time called + levels = [] + results = [] + if res == True: + return results + if res == False or isinstance(res, Exception): + results.append((levels[:], None, res)) + if levels: + levels.pop() + return results + for (key, val) in res.items(): + if val == True: + continue + if isinstance(cfg.get(key), dict): + # Go down one level + levels.append(key) + flatten_errors(cfg[key], val, levels, results) + continue + results.append((levels[:], key, val)) + # + # Go up one level + if levels: + levels.pop() + # + return results + + +def get_extra_values(conf, _prepend=()): + """ + Find all the values and sections not in the configspec from a validated + ConfigObj. + + ``get_extra_values`` returns a list of tuples where each tuple represents + either an extra section, or an extra value. + + The tuples contain two values, a tuple representing the section the value + is in and the name of the extra values. For extra values in the top level + section the first member will be an empty tuple. For values in the 'foo' + section the first member will be ``('foo',)``. For members in the 'bar' + subsection of the 'foo' section the first member will be ``('foo', 'bar')``. + + NOTE: If you call ``get_extra_values`` on a ConfigObj instance that hasn't + been validated it will return an empty list. + """ + out = [] + + out.extend([(_prepend, name) for name in conf.extra_values]) + for name in conf.sections: + if name not in conf.extra_values: + out.extend(get_extra_values(conf[name], _prepend + (name,))) + return out + + +"""*A programming language is a medium of expression.* - Paul Graham""" diff --git a/python/cdec/sa/__init__.py b/python/cdec/sa/__init__.py index ddefa280..8645e837 100644 --- a/python/cdec/sa/__init__.py +++ b/python/cdec/sa/__init__.py @@ -1,4 +1,4 @@ -from _cdec_sa import sym_tostring, sym_isvar, sym_fromstring,\ +from _sa import sym_fromstring,\ SuffixArray, DataArray, LCP, Precomputation, Alignment, BiLex,\ HieroCachingRuleFactory, Sampler from extractor import GrammarExtractor diff --git a/python/cdec/sa/compile.py b/python/cdec/sa/compile.py index 061cdab2..30e605a6 100644 --- a/python/cdec/sa/compile.py +++ b/python/cdec/sa/compile.py @@ -2,7 +2,7 @@ import argparse import os import logging -import configobj +import cdec.configobj import cdec.sa MAX_PHRASE_LENGTH = 4 @@ -80,7 +80,7 @@ def main(): lex.write_binary(lex_bin) # Write configuration - config = configobj.ConfigObj(args.config, unrepr=True) + config = cdec.configobj.ConfigObj(args.config, unrepr=True) config['f_sa_file'] = f_sa_bin config['e_file'] = e_bin config['a_file'] = a_bin diff --git a/python/cdec/sa/extract.py b/python/cdec/sa/extract.py index c6da5e9d..918aa3bb 100644 --- a/python/cdec/sa/extract.py +++ b/python/cdec/sa/extract.py @@ -3,7 +3,6 @@ import sys import os import argparse import logging -import configobj import cdec.sa def main(): @@ -18,7 +17,7 @@ def main(): if not os.path.exists(args.grammars): os.mkdir(args.grammars) - extractor = cdec.sa.GrammarExtractor(configobj.ConfigObj(args.config, unrepr=True)) + extractor = cdec.sa.GrammarExtractor(args.config) for i, sentence in enumerate(sys.stdin): sentence = sentence[:-1] grammar_file = os.path.join(args.grammars, 'grammar.{0}'.format(i)) diff --git a/python/cdec/sa/extractor.py b/python/cdec/sa/extractor.py index c97b3c6f..bb912e16 100644 --- a/python/cdec/sa/extractor.py +++ b/python/cdec/sa/extractor.py @@ -1,4 +1,6 @@ from itertools import chain +import os +import cdec.configobj from cdec.sa.features import EgivenFCoherent, SampleCountF, CountEF,\ MaxLexEgivenF, MaxLexFgivenE, IsSingletonF, IsSingletonFE import cdec.sa @@ -8,7 +10,10 @@ MAX_INITIAL_SIZE = 15 class GrammarExtractor: def __init__(self, config): - # TODO if str, read config + if isinstance(config, str) or isinstance(config, unicode): + if not os.path.exists(config): + raise IOError('cannot read configuration from {0}'.format(config)) + config = cdec.configobj.ConfigObj(config, unrepr=True) alignment = cdec.sa.Alignment(from_binary=config['a_file']) self.factory = cdec.sa.HieroCachingRuleFactory( # compiled alignment object (REQUIRED) diff --git a/python/cdec/sa/features.py b/python/cdec/sa/features.py index 8d35d8e6..325b9e13 100644 --- a/python/cdec/sa/features.py +++ b/python/cdec/sa/features.py @@ -1,6 +1,5 @@ from __future__ import division import math -import cdec.sa MAXSCORE = 99 @@ -22,11 +21,10 @@ def CoherenceProb(fphrase, ephrase, paircount, fcount, fsample_count): def MaxLexEgivenF(ttable): def feature(fphrase, ephrase, paircount, fcount, fsample_count): - fwords = [cdec.sa.sym_tostring(w) for w in fphrase if not cdec.sa.sym_isvar(w)] + fwords = fphrase.words fwords.append('NULL') - ewords = (cdec.sa.sym_tostring(w) for w in ephrase if not cdec.sa.sym_isvar(w)) def score(): - for e in ewords: + for e in ephrase.words: maxScore = max(ttable.get_score(f, e, 0) for f in fwords) yield -math.log10(maxScore) if maxScore > 0 else MAXSCORE return sum(score()) @@ -34,11 +32,10 @@ def MaxLexEgivenF(ttable): def MaxLexFgivenE(ttable): def feature(fphrase, ephrase, paircount, fcount, fsample_count): - fwords = (cdec.sa.sym_tostring(w) for w in fphrase if not cdec.sa.sym_isvar(w)) - ewords = [cdec.sa.sym_tostring(w) for w in ephrase if not cdec.sa.sym_isvar(w)] + ewords = ephrase.words ewords.append('NULL') def score(): - for f in fwords: + for f in fphrase.words: maxScore = max(ttable.get_score(f, e, 1) for e in ewords) yield -math.log10(maxScore) if maxScore > 0 else MAXSCORE return sum(score()) diff --git a/python/setup.py b/python/setup.py index 9ae4a35c..1d1d7e45 100644 --- a/python/setup.py +++ b/python/setup.py @@ -32,7 +32,7 @@ else: BOOST_PROGRAM_OPTIONS = 'boost_program_options' ext_modules = [ - Extension(name='_cdec', + Extension(name='cdec._cdec', sources=['src/_cdec.cpp'], include_dirs=INC, library_dirs=LIB, @@ -40,8 +40,8 @@ ext_modules = [ 'cdec', 'utils', 'mteval', 'training', 'klm', 'klm_util'], extra_compile_args=['-DHAVE_CONFIG_H'], extra_link_args=LINK_ARGS), - Extension(name='_cdec_sa', - sources=['src/sa/_cdec_sa.c', 'src/sa/strmap.cc']) + Extension(name='cdec.sa._sa', + sources=['src/sa/_sa.c', 'src/sa/strmap.cc']) ] setup( diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 44cd6568..20b86169 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Wed Jul 25 23:56:10 2012 */ +/* Generated by Cython 0.17.beta1 on Fri Jul 27 22:15:28 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -47,12 +47,6 @@ #define CYTHON_COMPILING_IN_CPYTHON 1 #endif -#if CYTHON_COMPILING_IN_PYPY - #define __Pyx_PyCFunction_Call PyObject_Call -#else - #define __Pyx_PyCFunction_Call PyCFunction_Call -#endif - #if PY_VERSION_HEX < 0x02050000 typedef int Py_ssize_t; #define PY_SSIZE_T_MAX INT_MAX @@ -60,8 +54,11 @@ #define PY_FORMAT_SIZE_T "" #define PyInt_FromSsize_t(z) PyInt_FromLong(z) #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) - #define PyNumber_Index(o) PyNumber_Int(o) - #define PyIndex_Check(o) PyNumber_Check(o) + #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \ + (PyErr_Format(PyExc_TypeError, \ + "expected index value, got %.200s", Py_TYPE(o)->tp_name), \ + (PyObject*)0)) + #define PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && !PyComplex_Check(o)) #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message) #define __PYX_BUILD_PY_SSIZE_T "i" #else @@ -130,14 +127,20 @@ #endif -#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_GET_LENGTH) +#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) #define CYTHON_PEP393_ENABLED 1 - #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) + #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? \ + 0 : _PyUnicode_Ready((PyObject *)(op))) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) + #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) #else #define CYTHON_PEP393_ENABLED 0 - #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) + #define __Pyx_PyUnicode_READY(op) (0) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) + + #define __Pyx_PyUnicode_READ(k, d, i) ((k=k), (Py_UCS4)(((Py_UNICODE*)d)[i])) #endif #if PY_MAJOR_VERSION >= 3 @@ -270,6 +273,7 @@ #include #define __PYX_HAVE___cdec #define __PYX_HAVE_API___cdec +#include "string.h" #include #include #include @@ -357,7 +361,11 @@ static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); +#if CYTHON_COMPILING_IN_CPYTHON #define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) +#else +#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) +#endif #define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) #ifdef __GNUC__ @@ -391,6 +399,8 @@ static const char *__pyx_f[] = { "hypergraph.pxi", "lattice.pxi", "mteval.pxi", + "stringsource", + "cdec.sa._sa.pxd", }; /*--- Type declarations ---*/ @@ -398,15 +408,15 @@ struct __pyx_obj_5_cdec_Scorer; struct __pyx_obj_5_cdec_NTRef; struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__; struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa_Phrase; struct __pyx_obj_5_cdec_Grammar; struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__; struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot; struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase; struct __pyx_obj_5_cdec_CandidateSet; struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__; -struct __pyx_obj_5_cdec_BaseTRule; struct __pyx_obj_5_cdec_TRule; -struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa_Rule; struct __pyx_obj_5_cdec_SegmentEvaluator; struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__; struct __pyx_obj_5_cdec_Candidate; @@ -420,7 +430,7 @@ struct __pyx_obj_5_cdec_Decoder; struct __pyx_obj_5_cdec_HypergraphNode; struct __pyx_obj_5_cdec_SparseVector; struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__; struct __pyx_obj_5_cdec_DenseVector; struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__; @@ -430,11 +440,12 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest; struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features; struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__; struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__; +struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr; struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees; struct __pyx_obj_5_cdec_Hypergraph; struct __pyx_obj_5_cdec_Lattice; struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample; -struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__; struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config; struct __pyx_obj_5_cdec_TextGrammar; struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines; @@ -443,13 +454,13 @@ struct __pyx_opt_args_5_cdec_as_str; /* "_cdec.pyx":6 * cimport decoder * - * cdef char* as_str(data, error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< + * cdef char* as_str(data, char* error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< * cdef bytes ret * if isinstance(data, unicode): */ struct __pyx_opt_args_5_cdec_as_str { int __pyx_n; - PyObject *error_msg; + char *error_msg; }; /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":117 @@ -466,7 +477,7 @@ struct __pyx_obj_5_cdec_Scorer { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":18 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":20 * return '[%s]' % self.cat * * cdef class NTRef: # <<<<<<<<<<<<<< @@ -509,8 +520,23 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":146 - * self.rule.get().ComputeArity() +/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":1 + * cdef class Phrase: # <<<<<<<<<<<<<< + * cdef int *syms + * cdef int n, *varpos, n_vars + */ +struct __pyx_obj_4cdec_2sa_3_sa_Phrase { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase *__pyx_vtab; + int *syms; + int n; + int *varpos; + int n_vars; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":169 + * _phrase(self.f), _phrase(self.e), scores) * * cdef class Grammar: # <<<<<<<<<<<<<< * cdef shared_ptr[grammar.Grammar]* grammar @@ -539,7 +565,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ { /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":57 - * del self.lattice + * yield self[i] * * def todot(self): # <<<<<<<<<<<<<< * def lines(): @@ -551,8 +577,8 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":3 - * cimport grammar +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":5 + * import cdec.sa._sa as _sa * * def _phrase(phrase): # <<<<<<<<<<<<<< * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) @@ -595,45 +621,34 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":26 - * return '[%d]' % self.ref +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":50 + * return TRule(lhs, f, e, scores, a) * - * cdef class BaseTRule: # <<<<<<<<<<<<<< + * cdef class TRule: # <<<<<<<<<<<<<< * cdef shared_ptr[grammar.TRule]* rule * */ -struct __pyx_obj_5_cdec_BaseTRule { +struct __pyx_obj_5_cdec_TRule { PyObject_HEAD boost::shared_ptr *rule; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":135 - * _phrase(self.f), _phrase(self.e), scores) - * - * cdef class TRule(BaseTRule): # <<<<<<<<<<<<<< - * def __cinit__(self, lhs, f, e, scores, a=None): - * self.rule = new shared_ptr[grammar.TRule](new grammar.TRule()) - */ -struct __pyx_obj_5_cdec_TRule { - struct __pyx_obj_5_cdec_BaseTRule __pyx_base; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":4 +/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":7 + * cdef public int chunklen(self, int k) * - * def _phrase(phrase): - * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) # <<<<<<<<<<<<<< - * - * cdef class NT: + * cdef class Rule: # <<<<<<<<<<<<<< + * cdef public int lhs + * cdef readonly Phrase f, e */ -struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr { +struct __pyx_obj_4cdec_2sa_3_sa_Rule { PyObject_HEAD - struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *__pyx_outer_scope; - PyObject *__pyx_v_w; - PyObject *__pyx_t_0; - Py_ssize_t __pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); + int lhs; + struct __pyx_obj_4cdec_2sa_3_sa_Phrase *f; + struct __pyx_obj_4cdec_2sa_3_sa_Phrase *e; + float *cscores; + int n_scores; + PyObject *word_alignments; }; @@ -672,7 +687,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ { * return stats * * cdef class Candidate: # <<<<<<<<<<<<<< - * cdef mteval.Candidate* candidate + * cdef mteval.const_Candidate* candidate * cdef public float score */ struct __pyx_obj_5_cdec_Candidate { @@ -682,7 +697,7 @@ struct __pyx_obj_5_cdec_Candidate { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":131 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":165 * * def __str__(self): * scores = ' '.join('%s=%s' % feat for feat in self.scores) # <<<<<<<<<<<<<< @@ -699,7 +714,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":6 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":8 * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) * * cdef class NT: # <<<<<<<<<<<<<< @@ -724,12 +739,12 @@ struct __pyx_obj_5_cdec_HypergraphEdge { PyObject_HEAD struct __pyx_vtabstruct_5_cdec_HypergraphEdge *__pyx_vtab; Hypergraph *hg; - const Hypergraph::Edge *edge; - struct __pyx_obj_5_cdec_BaseTRule *trule; + Hypergraph::Edge *edge; + struct __pyx_obj_5_cdec_TRule *trule; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":55 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":67 * self.vector.set_value(fid, value) * * def __iter__(self): # <<<<<<<<<<<<<< @@ -762,7 +777,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":90 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":124 * * property a: * def __get__(self): # <<<<<<<<<<<<<< @@ -773,7 +788,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ { PyObject_HEAD std::vector *__pyx_v_a; unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self; + struct __pyx_obj_5_cdec_TRule *__pyx_v_self; size_t __pyx_t_0; unsigned int __pyx_t_1; }; @@ -804,11 +819,11 @@ struct __pyx_obj_5_cdec_HypergraphNode { PyObject_HEAD struct __pyx_vtabstruct_5_cdec_HypergraphNode *__pyx_vtab; Hypergraph *hg; - const Hypergraph::Node *node; + Hypergraph::Node *node; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":36 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":45 * return sparse * * cdef class SparseVector: # <<<<<<<<<<<<<< @@ -821,7 +836,7 @@ struct __pyx_obj_5_cdec_SparseVector { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":49 +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":52 * return hypergraph.AsPLF(self.lattice[0], True).c_str() * * def __iter__(self): # <<<<<<<<<<<<<< @@ -837,17 +852,17 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":113 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":31 + * self.vector[0][fid] = value * - * property edges: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(self.hg.edges_.size()): + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned fid + * for fid in range(1, self.vector.size()): */ -struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ { +struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ { PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + unsigned int __pyx_v_fid; + struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self; size_t __pyx_t_0; unsigned int __pyx_t_1; }; @@ -873,21 +888,22 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ { * from cython.operator cimport preincrement as pinc * * cdef class DenseVector: # <<<<<<<<<<<<<< - * cdef vector[weight_t]* vector # Not owned by DenseVector - * + * cdef vector[weight_t]* vector + * cdef bint owned # if True, do not manage memory */ struct __pyx_obj_5_cdec_DenseVector { PyObject_HEAD std::vector *vector; + int owned; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":152 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":175 * del self.grammar * * def __iter__(self): # <<<<<<<<<<<<<< - * cdef grammar.GrammarIter* root = self.grammar.get().GetRoot() - * cdef grammar.RuleBin* rbin = root.GetRules() + * cdef grammar.const_GrammarIter* root = self.grammar.get().GetRoot() + * cdef grammar.const_RuleBin* rbin = root.GetRules() */ struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ { PyObject_HEAD @@ -983,7 +999,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":130 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":164 * self.rule.get().lhs_ = -TDConvert(lhs.cat) * * def __str__(self): # <<<<<<<<<<<<<< @@ -992,7 +1008,24 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ { */ struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ { PyObject_HEAD - struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self; + struct __pyx_obj_5_cdec_TRule *__pyx_v_self; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":6 + * + * def _phrase(phrase): + * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) # <<<<<<<<<<<<<< + * + * cdef class NT: + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *__pyx_outer_scope; + PyObject *__pyx_v_w; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); }; @@ -1064,17 +1097,17 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":22 - * self.vector[0][fid] = value +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":113 * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned fid - * for fid in range(1, self.vector.size()): + * property edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.hg.edges_.size()): */ -struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ { PyObject_HEAD - unsigned int __pyx_v_fid; - struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self; + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; size_t __pyx_t_0; unsigned int __pyx_t_1; }; @@ -1103,7 +1136,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":169 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":192 * self.grammar.get().SetGrammarName(string(name)) * * cdef class TextGrammar(Grammar): # <<<<<<<<<<<<<< @@ -1139,6 +1172,19 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines { +/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":1 + * cdef class Phrase: # <<<<<<<<<<<<<< + * cdef int *syms + * cdef int n, *varpos, n_vars + */ + +struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase { + int (*chunkpos)(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, int); + int (*chunklen)(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, int); +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase *__pyx_vtabptr_4cdec_2sa_3_sa_Phrase; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":193 * raise NotImplemented('comparison not implemented for HypergraphEdge') * @@ -1226,9 +1272,19 @@ static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyOb static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ +static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, + Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/ + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ + static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, const char *name, int exact); /*proto*/ +static CYTHON_INLINE PyObject* __Pyx_tp_new(PyObject* type_obj) { + return (PyObject*) (((PyTypeObject*)(type_obj))->tp_new( + (PyTypeObject*)(type_obj), __pyx_empty_tuple, NULL)); +} + static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); @@ -1239,16 +1295,28 @@ static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \ const char* function_name); /*proto*/ -static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, - Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len)) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) +#endif static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { if (likely(PyList_CheckExact(L))) { - if (PyList_Append(L, x) < 0) return NULL; + if (unlikely(PyList_Append(L, x) < 0)) return NULL; Py_INCREF(Py_None); return Py_None; /* this is just to have an accurate signature */ - } - else { + } else { PyObject *r, *m; m = __Pyx_GetAttrString(L, "append"); if (!m) return NULL; @@ -1269,42 +1337,47 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j __Pyx_GetItemInt_List_Fast(o, i) : \ __Pyx_GetItemInt_Generic(o, to_py_func(i))) static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i) { - if (likely(o != Py_None)) { - if (likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { - PyObject *r = PyList_GET_ITEM(o, i); - Py_INCREF(r); - return r; - } - else if ((-PyList_GET_SIZE(o) <= i) & (i < 0)) { - PyObject *r = PyList_GET_ITEM(o, PyList_GET_SIZE(o) + i); - Py_INCREF(r); - return r; - } +#if CYTHON_COMPILING_IN_CPYTHON + if (likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + else if ((-PyList_GET_SIZE(o) <= i) & (i < 0)) { + PyObject *r = PyList_GET_ITEM(o, PyList_GET_SIZE(o) + i); + Py_INCREF(r); + return r; } return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif } #define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \ __Pyx_GetItemInt_Tuple_Fast(o, i) : \ __Pyx_GetItemInt_Generic(o, to_py_func(i))) static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i) { - if (likely(o != Py_None)) { - if (likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, i); - Py_INCREF(r); - return r; - } - else if ((-PyTuple_GET_SIZE(o) <= i) & (i < 0)) { - PyObject *r = PyTuple_GET_ITEM(o, PyTuple_GET_SIZE(o) + i); - Py_INCREF(r); - return r; - } +#if CYTHON_COMPILING_IN_CPYTHON + if (likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + else if ((-PyTuple_GET_SIZE(o) <= i) & (i < 0)) { + PyObject *r = PyTuple_GET_ITEM(o, PyTuple_GET_SIZE(o) + i); + Py_INCREF(r); + return r; } return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif } #define __Pyx_GetItemInt(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \ __Pyx_GetItemInt_Fast(o, i) : \ __Pyx_GetItemInt_Generic(o, to_py_func(i))) static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i) { +#if CYTHON_COMPILING_IN_CPYTHON if (PyList_CheckExact(o)) { Py_ssize_t n = (likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); if (likely((n >= 0) & (n < PyList_GET_SIZE(o)))) { @@ -1320,19 +1393,30 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i) Py_INCREF(r); return r; } - } - else if (likely(i >= 0)) { + } else { /* inlined PySequence_GetItem() */ PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; if (likely(m && m->sq_item)) { + if (unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (unlikely(l < 0)) return NULL; + i += l; + } return m->sq_item(o, i); } } +#else + if (PySequence_Check(o)) { + return PySequence_GetItem(o, i); + } +#endif return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); } +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); +static CYTHON_INLINE int __Pyx_IterFinish(void); /*proto*/ static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ @@ -1343,26 +1427,72 @@ static CYTHON_INLINE PyObject* __Pyx_PyBoolOrNull_FromLong(long b) { return unlikely(b < 0) ? NULL : __Pyx_PyBool_FromLong(b); } -#define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL); +#define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL) static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject *, PyObject *); /*proto*/ -static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ - static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ +#if CYTHON_COMPILING_IN_PYPY +#define __Pyx_PyObject_AsDouble(obj) \ +(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \ + likely(PyInt_CheckExact(obj)) ? \ + PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj)) +#else #define __Pyx_PyObject_AsDouble(obj) \ ((likely(PyFloat_CheckExact(obj))) ? \ PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj)) +#endif static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level); /*proto*/ + static PyObject *__Pyx_FindPy2Metaclass(PyObject *bases); /*proto*/ static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *name, PyObject *modname); /*proto*/ +#ifndef __Pyx_CppExn2PyErr +#include +#include +#include +#include +static void __Pyx_CppExn2PyErr() { + try { + if (PyErr_Occurred()) + ; // let the latest Python exn pass through and ignore the current one + else + throw; + } catch (const std::bad_alloc& exn) { + PyErr_SetString(PyExc_MemoryError, exn.what()); + } catch (const std::bad_cast& exn) { + PyErr_SetString(PyExc_TypeError, exn.what()); + } catch (const std::domain_error& exn) { + PyErr_SetString(PyExc_ValueError, exn.what()); + } catch (const std::invalid_argument& exn) { + PyErr_SetString(PyExc_ValueError, exn.what()); + } catch (const std::ios_base::failure& exn) { + PyErr_SetString(PyExc_IOError, exn.what()); + } catch (const std::out_of_range& exn) { + PyErr_SetString(PyExc_IndexError, exn.what()); + } catch (const std::overflow_error& exn) { + PyErr_SetString(PyExc_OverflowError, exn.what()); + } catch (const std::range_error& exn) { + PyErr_SetString(PyExc_ArithmeticError, exn.what()); + } catch (const std::underflow_error& exn) { + PyErr_SetString(PyExc_ArithmeticError, exn.what()); + } catch (const std::exception& exn) { + PyErr_SetString(PyExc_RuntimeError, exn.what()); + } + catch (...) + { + PyErr_SetString(PyExc_RuntimeError, "Unknown exception"); + } +} +#endif + static CYTHON_INLINE WordID __Pyx_PyInt_from_py_WordID(PyObject *); static PyObject* __Pyx_Globals(void); /*proto*/ @@ -1460,6 +1590,7 @@ static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, #define __Pyx_Generator_USED #include +#include typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); typedef struct { PyObject_HEAD @@ -1472,15 +1603,38 @@ typedef struct { PyObject *exc_traceback; PyObject *gi_weakreflist; PyObject *classobj; + PyObject *yieldfrom; } __pyx_GeneratorObject; static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, PyObject *closure); static int __pyx_Generator_init(void); +static int __Pyx_Generator_clear(PyObject* self); +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue); +#else +#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue) +#endif static int __Pyx_check_binary_version(void); static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ +#if !defined(__Pyx_PyIdentifier_FromString) +#if PY_MAJOR_VERSION < 3 + #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s) +#else + #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s) +#endif +#endif + +static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); /*proto*/ + +static PyObject *__Pyx_ImportModule(const char *name); /*proto*/ + +static void* __Pyx_GetVtable(PyObject *dict); /*proto*/ + +static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig); /*proto*/ + typedef struct { int code_line; PyCodeObject* code_object; @@ -1501,6 +1655,8 @@ static void __Pyx_AddTraceback(const char *funcname, int c_line, static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ +/* Module declarations from 'libc.string' */ + /* Module declarations from 'libcpp.string' */ /* Module declarations from 'libcpp.vector' */ @@ -1519,6 +1675,14 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ /* Module declarations from 'decoder' */ +/* Module declarations from 'cdec.sa._sa' */ +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Phrase = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Rule = 0; +static char *(*__pyx_f_4cdec_2sa_3_sa_sym_tostring)(int); /*proto*/ +static char *(*__pyx_f_4cdec_2sa_3_sa_sym_tocat)(int); /*proto*/ +static int (*__pyx_f_4cdec_2sa_3_sa_sym_isvar)(int); /*proto*/ +static int (*__pyx_f_4cdec_2sa_3_sa_sym_getindex)(int); /*proto*/ + /* Module declarations from 'kbest' */ /* Module declarations from 'mteval' */ @@ -1528,7 +1692,6 @@ static PyTypeObject *__pyx_ptype_5_cdec_DenseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_SparseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_NT = 0; static PyTypeObject *__pyx_ptype_5_cdec_NTRef = 0; -static PyTypeObject *__pyx_ptype_5_cdec_BaseTRule = 0; static PyTypeObject *__pyx_ptype_5_cdec_TRule = 0; static PyTypeObject *__pyx_ptype_5_cdec_Grammar = 0; static PyTypeObject *__pyx_ptype_5_cdec_TextGrammar = 0; @@ -1569,9 +1732,11 @@ static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_22__make_config = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_23___cinit__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_24_genexpr = 0; static char *__pyx_f_5_cdec_as_str(PyObject *, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args); /*proto*/ +static struct __pyx_obj_5_cdec_TRule *__pyx_f_5_cdec_convert_rule(struct __pyx_obj_4cdec_2sa_3_sa_Rule *); /*proto*/ static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject *, PyObject *); /*proto*/ static float __pyx_f_5_cdec__compute_score(void *, SufficientStats *); /*proto*/ static void __pyx_f_5_cdec__compute_sufficient_stats(void *, std::string *, std::vector *, SufficientStats *); /*proto*/ +static PyObject *__pyx_convert_string_to_py_(const std::string &); /*proto*/ #define __Pyx_MODULE_NAME "_cdec" int __pyx_module_is_main__cdec = 0; @@ -1586,33 +1751,36 @@ static PyObject *__pyx_builtin_eval; static PyObject *__pyx_builtin_enumerate; static PyObject *__pyx_builtin_IndexError; static PyObject *__pyx_builtin_open; -static Py_ssize_t __pyx_pf_5_cdec_11DenseVector___len__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_2__getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static int __pyx_pf_5_cdec_11DenseVector_4__setitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_6__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_9dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_11tosparse(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static void __pyx_pf_5_cdec_12SparseVector___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_2copy(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_4__getitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static int __pyx_pf_5_cdec_12SparseVector_6__setitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_8__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */ -static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_15__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_12SparseVector_17__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_19__neg__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_21__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_23__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_25__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +static int __pyx_pf_5_cdec_11DenseVector___init__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static void __pyx_pf_5_cdec_11DenseVector_2__dealloc__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_11DenseVector_4__len__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_6__getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static int __pyx_pf_5_cdec_11DenseVector_8__setitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_10__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_13dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_15tosparse(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector___init__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static void __pyx_pf_5_cdec_12SparseVector_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_4copy(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_6__getitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector_8__setitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_10__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_13dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_15__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_17__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector_19__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_21__neg__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_23__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_25__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_27__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ #if PY_MAJOR_VERSION < 3 -static PyObject *__pyx_pf_5_cdec_12SparseVector_27__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_29__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ #endif -static PyObject *__pyx_pf_5_cdec_12SparseVector_29__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_31__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_33__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_31__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_33__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_35__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ #if PY_MAJOR_VERSION < 3 -static PyObject *__pyx_pf_5_cdec_12SparseVector_35__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_37__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ #endif static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self); /* proto */ static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_phrase); /* proto */ @@ -1626,21 +1794,21 @@ static int __pyx_pf_5_cdec_5NTRef___init__(struct __pyx_obj_5_cdec_NTRef *__pyx_ static PyObject *__pyx_pf_5_cdec_5NTRef_2__str__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_5NTRef_3ref___get__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_5NTRef_3ref_2__set__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static void __pyx_pf_5_cdec_9BaseTRule___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_5arity___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_9BaseTRule_1f_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_1e___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_9BaseTRule_1e_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_e); /* proto */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_1a___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_9BaseTRule_1a_3__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_a); /* proto */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_6scores___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_9BaseTRule_6scores_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_scores); /* proto */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_3lhs___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_9BaseTRule_3lhs_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_lhs); /* proto */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_7__str___genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_2__str__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_5TRule___cinit__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_lhs, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_a); /* proto */ +static int __pyx_pf_5_cdec_5TRule___init__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_lhs, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_a); /* proto */ +static void __pyx_pf_5_cdec_5TRule_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_5arity___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_1f___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5TRule_1f_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_1e___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5TRule_1e_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_e); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_1a___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5TRule_1a_3__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_a); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_6scores___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5TRule_6scores_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_scores); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_3lhs___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5TRule_3lhs_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_lhs); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_4__str__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ static void __pyx_pf_5_cdec_7Grammar___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Grammar_2__iter__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Grammar_4name___get__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ @@ -1680,12 +1848,12 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphNode_4span___get__(struct __pyx_obj static PyObject *__pyx_pf_5_cdec_14HypergraphNode_3cat___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_14HypergraphNode___richcmp__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_y, int __pyx_v_op); /* proto */ static int __pyx_pf_5_cdec_7Lattice___cinit__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */ -static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */ -static Py_ssize_t __pyx_pf_5_cdec_7Lattice_6__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_8__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static void __pyx_pf_5_cdec_7Lattice_13__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static void __pyx_pf_5_cdec_7Lattice_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_4__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */ +static int __pyx_pf_5_cdec_7Lattice_6__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_7Lattice_8__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_10__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_12__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Lattice_5todot_lines(PyObject *__pyx_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Lattice_15todot(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ @@ -1760,8 +1928,10 @@ static char __pyx_k_48[] = "formalism \"%s\" unknown"; static char __pyx_k_49[] = "cannot initialize weights with %s"; static char __pyx_k_50[] = "#"; static char __pyx_k_53[] = "Cannot translate input type %s"; -static char __pyx_k_56[] = "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi"; -static char __pyx_k_62[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx"; +static char __pyx_k_54[] = "cdec.sa._sa"; +static char __pyx_k_55[] = "*"; +static char __pyx_k_58[] = "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi"; +static char __pyx_k_64[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx"; static char __pyx_k__a[] = "a"; static char __pyx_k__e[] = "e"; static char __pyx_k__f[] = "f"; @@ -1770,6 +1940,7 @@ static char __pyx_k__k[] = "k"; static char __pyx_k__pb[] = "pb"; static char __pyx_k__CER[] = "CER"; static char __pyx_k__TER[] = "TER"; +static char __pyx_k___sa[] = "_sa"; static char __pyx_k__cat[] = "cat"; static char __pyx_k__dot[] = "dot"; static char __pyx_k__fst[] = "fst"; @@ -1805,6 +1976,7 @@ static char __pyx_k__value[] = "value"; static char __pyx_k__config[] = "config"; static char __pyx_k__csplit[] = "csplit"; static char __pyx_k__encode[] = "encode"; +static char __pyx_k__format[] = "format"; static char __pyx_k__phrase[] = "phrase"; static char __pyx_k__scores[] = "scores"; static char __pyx_k__tagger[] = "tagger"; @@ -1840,10 +2012,10 @@ static char __pyx_k__config_str[] = "config_str"; static char __pyx_k__hypergraph[] = "hypergraph"; static char __pyx_k__startswith[] = "startswith"; static char __pyx_k__ParseFailed[] = "ParseFailed"; +static char __pyx_k__PhraseModel_[] = "PhraseModel_"; static char __pyx_k___make_config[] = "_make_config"; static char __pyx_k__InvalidConfig[] = "InvalidConfig"; static char __pyx_k__NotImplemented[] = "NotImplemented"; -static PyObject *__pyx_kp_s_1; static PyObject *__pyx_kp_s_10; static PyObject *__pyx_kp_s_11; static PyObject *__pyx_kp_s_12; @@ -1874,8 +2046,10 @@ static PyObject *__pyx_kp_s_48; static PyObject *__pyx_kp_s_49; static PyObject *__pyx_kp_s_50; static PyObject *__pyx_kp_s_53; -static PyObject *__pyx_kp_s_56; -static PyObject *__pyx_kp_s_62; +static PyObject *__pyx_n_s_54; +static PyObject *__pyx_n_s_55; +static PyObject *__pyx_kp_s_58; +static PyObject *__pyx_kp_s_64; static PyObject *__pyx_kp_s_7; static PyObject *__pyx_kp_s_8; static PyObject *__pyx_kp_s_9; @@ -1888,6 +2062,7 @@ static PyObject *__pyx_n_s__InvalidConfig; static PyObject *__pyx_n_s__KeyError; static PyObject *__pyx_n_s__NotImplemented; static PyObject *__pyx_n_s__ParseFailed; +static PyObject *__pyx_n_s__PhraseModel_; static PyObject *__pyx_n_s__TER; static PyObject *__pyx_n_s__TypeError; static PyObject *__pyx_n_s__ValueError; @@ -1900,6 +2075,7 @@ static PyObject *__pyx_n_s____test__; static PyObject *__pyx_n_s___cdec; static PyObject *__pyx_n_s___make_config; static PyObject *__pyx_n_s___phrase; +static PyObject *__pyx_n_s___sa; static PyObject *__pyx_n_s__a; static PyObject *__pyx_n_s__beam_alpha; static PyObject *__pyx_n_s__cat; @@ -1918,6 +2094,7 @@ static PyObject *__pyx_n_s__evaluate; static PyObject *__pyx_n_s__evaluator; static PyObject *__pyx_n_s__f; static PyObject *__pyx_n_s__formalism; +static PyObject *__pyx_n_s__format; static PyObject *__pyx_n_s__fst; static PyObject *__pyx_n_s__genexpr; static PyObject *__pyx_n_s__get; @@ -1962,6 +2139,7 @@ static PyObject *__pyx_n_s__value; static PyObject *__pyx_n_s__weight; static PyObject *__pyx_int_0; static PyObject *__pyx_int_1; +static PyObject *__pyx_int_65536; static PyObject *__pyx_k_tuple_2; static PyObject *__pyx_k_tuple_5; static PyObject *__pyx_k_tuple_6; @@ -1980,32 +2158,33 @@ static PyObject *__pyx_k_tuple_44; static PyObject *__pyx_k_tuple_47; static PyObject *__pyx_k_tuple_51; static PyObject *__pyx_k_tuple_52; -static PyObject *__pyx_k_tuple_54; -static PyObject *__pyx_k_tuple_57; -static PyObject *__pyx_k_tuple_58; +static PyObject *__pyx_k_tuple_56; static PyObject *__pyx_k_tuple_59; static PyObject *__pyx_k_tuple_60; 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} -static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_12SparseVector_12generator1(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; @@ -3055,9 +3387,9 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":56 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":68 * * def __iter__(self): * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) # <<<<<<<<<<<<<< @@ -3066,7 +3398,7 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje */ __pyx_cur_scope->__pyx_v_it = new FastSparseVector::const_iterator((__pyx_cur_scope->__pyx_v_self->vector[0]), 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":58 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":70 * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) * cdef unsigned i * try: # <<<<<<<<<<<<<< @@ -3075,7 +3407,7 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje */ /*try:*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":59 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":71 * cdef unsigned i * try: * for i in range(self.vector.size()): # <<<<<<<<<<<<<< @@ -3086,18 +3418,18 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_cur_scope->__pyx_v_i = __pyx_t_2; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":60 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":72 * try: * for i in range(self.vector.size()): * yield (FDConvert(it[0].ptr().first).c_str(), it[0].ptr().second) # <<<<<<<<<<<<<< * pinc(it[0]) # ++it * finally: */ - __pyx_t_3 = PyBytes_FromString(FD::Convert((__pyx_cur_scope->__pyx_v_it[0]).operator->()->first).c_str()); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L5;} + __pyx_t_3 = PyBytes_FromString(FD::Convert((__pyx_cur_scope->__pyx_v_it[0]).operator->()->first).c_str()); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L5;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); - __pyx_t_4 = PyFloat_FromDouble((__pyx_cur_scope->__pyx_v_it[0]).operator->()->second); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L5;} + __pyx_t_4 = PyFloat_FromDouble((__pyx_cur_scope->__pyx_v_it[0]).operator->()->second); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L5;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L5;} + __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L5;} __Pyx_GOTREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_3)); __Pyx_GIVEREF(((PyObject *)__pyx_t_3)); @@ -3117,9 +3449,9 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje __pyx_L9_resume_from_yield:; __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L5;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L5;} - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":61 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":73 * for i in range(self.vector.size()): * yield (FDConvert(it[0].ptr().first).c_str(), it[0].ptr().second) * pinc(it[0]) # ++it # <<<<<<<<<<<<<< @@ -3130,7 +3462,7 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje } } - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":63 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":75 * pinc(it[0]) # ++it * finally: * del it # <<<<<<<<<<<<<< @@ -3175,22 +3507,23 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_12SparseVector_12dot(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/ -static PyObject *__pyx_pw_5_cdec_12SparseVector_12dot(PyObject *__pyx_v_self, PyObject *__pyx_v_other) { +static PyObject *__pyx_pw_5_cdec_12SparseVector_14dot(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/ +static PyObject *__pyx_pw_5_cdec_12SparseVector_14dot(PyObject *__pyx_v_self, PyObject *__pyx_v_other) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("dot (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_12SparseVector_11dot(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((PyObject *)__pyx_v_other)); + __pyx_r = __pyx_pf_5_cdec_12SparseVector_13dot(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((PyObject *)__pyx_v_other)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":65 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":77 * del it * * def dot(self, other): # <<<<<<<<<<<<<< @@ -3198,7 +3531,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_12dot(PyObject *__pyx_v_self, Py * return self.vector.dot(( other).vector[0]) */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other) { +static PyObject *__pyx_pf_5_cdec_12SparseVector_13dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; @@ -3209,7 +3542,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp int __pyx_clineno = 0; __Pyx_RefNannySetupContext("dot", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":66 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":78 * * def dot(self, other): * if isinstance(other, DenseVector): # <<<<<<<<<<<<<< @@ -3222,7 +3555,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":67 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":79 * def dot(self, other): * if isinstance(other, DenseVector): * return self.vector.dot(( other).vector[0]) # <<<<<<<<<<<<<< @@ -3230,7 +3563,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp * return self.vector.dot(( other).vector[0]) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->vector->dot((((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_other)->vector[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->vector->dot((((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_other)->vector[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -3238,7 +3571,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp goto __pyx_L3; } - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":68 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":80 * if isinstance(other, DenseVector): * return self.vector.dot(( other).vector[0]) * elif isinstance(other, SparseVector): # <<<<<<<<<<<<<< @@ -3251,7 +3584,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":69 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":81 * return self.vector.dot(( other).vector[0]) * elif isinstance(other, SparseVector): * return self.vector.dot(( other).vector[0]) # <<<<<<<<<<<<<< @@ -3259,7 +3592,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->vector->dot((((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other)->vector[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->vector->dot((((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other)->vector[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -3268,26 +3601,26 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":70 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":82 * elif isinstance(other, SparseVector): * return self.vector.dot(( other).vector[0]) * raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) # <<<<<<<<<<<<<< * * def __richcmp__(SparseVector x, SparseVector y, int op): */ - __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_3), ((PyObject *)Py_TYPE(__pyx_v_other))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_3), ((PyObject *)Py_TYPE(__pyx_v_other))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_t_1)); __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_1, 0, 0, 0); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; @@ -3303,14 +3636,14 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_Sp } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_12SparseVector_14__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op); /*proto*/ -static PyObject *__pyx_pw_5_cdec_12SparseVector_14__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op) { +static PyObject *__pyx_pw_5_cdec_12SparseVector_16__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op); /*proto*/ +static PyObject *__pyx_pw_5_cdec_12SparseVector_16__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__richcmp__ (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_x), __pyx_ptype_5_cdec_SparseVector, 1, "x", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_y), __pyx_ptype_5_cdec_SparseVector, 1, "y", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_r = __pyx_pf_5_cdec_12SparseVector_13__richcmp__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_x), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_y), ((int)__pyx_v_op)); + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_x), __pyx_ptype_5_cdec_SparseVector, 1, "x", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_y), __pyx_ptype_5_cdec_SparseVector, 1, "y", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = __pyx_pf_5_cdec_12SparseVector_15__richcmp__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_x), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_y), ((int)__pyx_v_op)); goto __pyx_L0; __pyx_L1_error:; __pyx_r = NULL; @@ -3319,7 +3652,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_14__richcmp__(PyObject *__pyx_v_ return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":72 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":84 * raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) * * def __richcmp__(SparseVector x, SparseVector y, int op): # <<<<<<<<<<<<<< @@ -3327,7 +3660,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_14__richcmp__(PyObject *__pyx_v_ * return x.vector[0] == y.vector[0] */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op) { +static PyObject *__pyx_pf_5_cdec_12SparseVector_15__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op) { PyObject *__pyx_r = NULL; 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- /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":93 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":105 * def __iadd__(SparseVector self, SparseVector other): * self.vector[0] += other.vector[0] * return self # <<<<<<<<<<<<<< @@ -3656,13 +3990,13 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_21__iadd__(struct __pyx_obj_5_cd } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_12SparseVector_24__isub__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/ -static PyObject *__pyx_pw_5_cdec_12SparseVector_24__isub__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) { +static PyObject *__pyx_pw_5_cdec_12SparseVector_26__isub__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/ +static PyObject *__pyx_pw_5_cdec_12SparseVector_26__isub__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__isub__ (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SparseVector, 1, "other", 0))) {__pyx_filename = __pyx_f[1]; 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_tp_new(((PyObject*)__pyx_ptype_5_cdec_SparseVector)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); + if (!(likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5_cdec_SparseVector)))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_result = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":132 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":144 * else: vector, scalar = y, x - * cdef SparseVector result = SparseVector() + * cdef SparseVector result = SparseVector.__new__(SparseVector) * result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar) # <<<<<<<<<<<<<< * return result */ __pyx_v_result->vector = new FastSparseVector(((__pyx_v_vector->vector[0]) / __pyx_v_scalar)); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":133 - * cdef SparseVector result = SparseVector() + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":145 + * cdef SparseVector result = SparseVector.__new__(SparseVector) * result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar) * return result # <<<<<<<<<<<<<< */ @@ -4250,14 +4588,13 @@ static PyObject *__pyx_pw_5_cdec_1_phrase(PyObject *__pyx_self, PyObject *__pyx_ PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("_phrase (wrapper)", 0); - __pyx_self = __pyx_self; __pyx_r = __pyx_pf_5_cdec__phrase(__pyx_self, ((PyObject *)__pyx_v_phrase)); __Pyx_RefNannyFinishContext(); return __pyx_r; } static PyObject *__pyx_gb_5_cdec_7_phrase_2generator17(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":4 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":6 * * def _phrase(phrase): * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) # <<<<<<<<<<<<<< @@ -4283,7 +4620,7 @@ static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self) { __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope)); 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{__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_phrase)) { __Pyx_RaiseClosureNameError("phrase"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } if (PyList_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_phrase) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_phrase)) { __pyx_t_1 = __pyx_cur_scope->__pyx_outer_scope->__pyx_v_phrase; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0; __pyx_t_3 = NULL; } else { - __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_phrase); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_phrase); 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__pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_4 = __pyx_t_3(__pyx_t_1); if (unlikely(!__pyx_t_4)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -4360,20 +4705,20 @@ static PyObject *__pyx_gb_5_cdec_7_phrase_2generator17(__pyx_GeneratorObject *__ __pyx_t_6 = __Pyx_TypeCheck(__pyx_cur_scope->__pyx_v_w, __pyx_t_5); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; if (__pyx_t_6) { - __pyx_t_5 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_w, __pyx_n_s__encode); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_w, __pyx_n_s__encode); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; 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if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; @@ -4488,11 +4834,11 @@ static int __pyx_pw_5_cdec_2NT_1__init__(PyObject *__pyx_v_self, PyObject *__pyx static int __pyx_pw_5_cdec_2NT_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_cat = 0; PyObject *__pyx_v_ref = 0; 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__pyx_v_f = ((PyObject *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":42 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":76 * cdef f = [] * cdef unsigned i * cdef int idx = 0 # <<<<<<<<<<<<<< @@ -5226,7 +6131,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_B */ __pyx_v_idx = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":43 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":77 * cdef unsigned i * cdef int idx = 0 * for i in range(f_.size()): # <<<<<<<<<<<<<< @@ -5237,7 +6142,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_B for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":44 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":78 * cdef int idx = 0 * for i in range(f_.size()): * w = f_[0][i] # <<<<<<<<<<<<<< @@ -5246,7 +6151,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_B */ __pyx_v_w = ((__pyx_v_f_[0])[__pyx_v_i]); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":45 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":79 * for i in range(f_.size()): * w = f_[0][i] * if w < 0: # <<<<<<<<<<<<<< @@ -5256,7 +6161,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_B __pyx_t_4 = (__pyx_v_w < 0); if (__pyx_t_4) { - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":46 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":80 * w = f_[0][i] * if w < 0: * idx += 1 # <<<<<<<<<<<<<< @@ -5265,18 +6170,18 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_B */ __pyx_v_idx = (__pyx_v_idx + 1); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":47 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":81 * if w < 0: * idx += 1 * f.append(NT(TDConvert(-w), idx)) # <<<<<<<<<<<<<< * else: * f.append(unicode(TDConvert(w), encoding='utf8')) */ - __pyx_t_1 = PyBytes_FromString(TD::Convert((-__pyx_v_w))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; 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__Pyx_GIVEREF(((PyObject *)__pyx_t_1)); @@ -5284,10 +6189,10 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_B __Pyx_GIVEREF(__pyx_t_5); __pyx_t_1 = 0; __pyx_t_5 = 0; - __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_NT)), ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_NT)), ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __pyx_t_6 = __Pyx_PyObject_Append(__pyx_v_f, __pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyObject_Append(__pyx_v_f, __pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_t_6, ((PyObject *)__pyx_n_s__encoding), ((PyObject *)__pyx_n_s__utf8)) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_5), ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __pyx_t_6 = __Pyx_PyObject_Append(__pyx_v_f, __pyx_t_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyObject_Append(__pyx_v_f, __pyx_t_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; @@ -5324,7 +6229,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_B __pyx_L5:; } - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":50 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":84 * else: * f.append(unicode(TDConvert(w), encoding='utf8')) * return f # <<<<<<<<<<<<<< @@ -5342,7 +6247,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_B __Pyx_XDECREF(__pyx_t_1); __Pyx_XDECREF(__pyx_t_5); __Pyx_XDECREF(__pyx_t_6); - __Pyx_AddTraceback("_cdec.BaseTRule.f.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.TRule.f.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_XDECREF(__pyx_v_f); @@ -5352,17 +6257,17 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_B } /* Python wrapper */ -static int __pyx_pw_5_cdec_9BaseTRule_1f_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_f); /*proto*/ -static int __pyx_pw_5_cdec_9BaseTRule_1f_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_f) { +static int __pyx_pw_5_cdec_5TRule_1f_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_f); /*proto*/ +static int __pyx_pw_5_cdec_5TRule_1f_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_f) { int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_9BaseTRule_1f_2__set__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self), ((PyObject *)__pyx_v_f)); + __pyx_r = __pyx_pf_5_cdec_5TRule_1f_2__set__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self), ((PyObject *)__pyx_v_f)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":52 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":86 * return f * * def __set__(self, f): # <<<<<<<<<<<<<< @@ -5370,7 +6275,7 @@ static int __pyx_pw_5_cdec_9BaseTRule_1f_3__set__(PyObject *__pyx_v_self, PyObje * f_.resize(len(f)) */ -static int __pyx_pf_5_cdec_9BaseTRule_1f_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_f) { +static int __pyx_pf_5_cdec_5TRule_1f_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_f) { std::vector *__pyx_v_f_; 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/*proto*/ -static PyObject *__pyx_pw_5_cdec_9BaseTRule_1e_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_5TRule_1e_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_5TRule_1e_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_9BaseTRule_1e___get__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_5TRule_1e___get__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":64 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":98 * * property e: * def __get__(self): # <<<<<<<<<<<<<< @@ -5507,7 +6412,7 @@ static PyObject *__pyx_pw_5_cdec_9BaseTRule_1e_1__get__(PyObject *__pyx_v_self) * cdef WordID w */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_1e___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_5TRule_1e___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self) { std::vector *__pyx_v_e_; 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+ __pyx_r = __pyx_pf_5_cdec_5TRule_1e_2__set__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self), ((PyObject *)__pyx_v_e)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":79 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":113 * return e * * def __set__(self, e): # <<<<<<<<<<<<<< @@ -5695,7 +6600,7 @@ static int __pyx_pw_5_cdec_9BaseTRule_1e_3__set__(PyObject *__pyx_v_self, PyObje * e_.resize(len(e)) */ -static int __pyx_pf_5_cdec_9BaseTRule_1e_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_e) { +static int __pyx_pf_5_cdec_5TRule_1e_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_e) { std::vector *__pyx_v_e_; unsigned int __pyx_v_i; int __pyx_r; @@ -5711,7 +6616,7 @@ static int __pyx_pf_5_cdec_9BaseTRule_1e_2__set__(struct __pyx_obj_5_cdec_BaseTR int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__set__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":80 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":114 * * def __set__(self, e): * cdef vector[WordID]* e_ = &self.rule.get().e_ # <<<<<<<<<<<<<< @@ -5720,35 +6625,35 @@ static int __pyx_pf_5_cdec_9BaseTRule_1e_2__set__(struct __pyx_obj_5_cdec_BaseTR */ __pyx_v_e_ = (&__pyx_v_self->rule->get()->e_); 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if (unlikely((__pyx_t_6 == (WordID)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; ((__pyx_v_e_[0])[__pyx_v_i]) = __pyx_t_6; goto __pyx_L5; } /*else*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":87 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":121 * e_[0][i] = 1-e[i].ref * else: * e_[0][i] = TDConvert(as_str(e[i])) # <<<<<<<<<<<<<< * * property a: */ - __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_e, __pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_4) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_e, __pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_4) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); ((__pyx_v_e_[0])[__pyx_v_i]) = TD::Convert(((char *)__pyx_f_5_cdec_as_str(__pyx_t_4, NULL))); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; @@ -5799,26 +6704,26 @@ static int __pyx_pf_5_cdec_9BaseTRule_1e_2__set__(struct __pyx_obj_5_cdec_BaseTR __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_3); __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback("_cdec.BaseTRule.e.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.TRule.e.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = -1; __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_9BaseTRule_1a_2generator2(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ +static PyObject *__pyx_gb_5_cdec_5TRule_1a_2generator2(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_9BaseTRule_1a_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_9BaseTRule_1a_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_5TRule_1a_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_5TRule_1a_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_9BaseTRule_1a___get__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_5TRule_1a___get__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":90 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":124 * * property a: * def __get__(self): # <<<<<<<<<<<<<< @@ -5826,7 +6731,7 @@ static PyObject *__pyx_pw_5_cdec_9BaseTRule_1a_1__get__(PyObject *__pyx_v_self) * cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_1a___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_5TRule_1a___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self) { struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations @@ -5844,7 +6749,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1a___get__(struct __pyx_obj_5_cdec_B __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_9BaseTRule_1a_2generator2, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_5TRule_1a_2generator2, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -5853,7 +6758,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1a___get__(struct __pyx_obj_5_cdec_B __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.BaseTRule.a.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.TRule.a.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); @@ -5862,7 +6767,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_1a___get__(struct __pyx_obj_5_cdec_B return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_9BaseTRule_1a_2generator2(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_5TRule_1a_2generator2(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; @@ -5881,9 +6786,9 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_1a_2generator2(__pyx_GeneratorObject return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":92 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":126 * def __get__(self): * cdef unsigned i * cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ # <<<<<<<<<<<<<< @@ -5892,7 +6797,7 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_1a_2generator2(__pyx_GeneratorObject */ __pyx_cur_scope->__pyx_v_a = (&__pyx_cur_scope->__pyx_v_self->rule->get()->a_); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":93 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":127 * cdef unsigned i * cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ * for i in range(a.size()): # <<<<<<<<<<<<<< @@ -5903,18 +6808,18 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_1a_2generator2(__pyx_GeneratorObject for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_cur_scope->__pyx_v_i = __pyx_t_2; - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":94 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":128 * cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ * for i in range(a.size()): * yield (a[0][i].s_, a[0][i].t_) # <<<<<<<<<<<<<< * * def __set__(self, a): */ - __pyx_t_3 = PyInt_FromLong(((__pyx_cur_scope->__pyx_v_a[0])[__pyx_cur_scope->__pyx_v_i]).s_); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyInt_FromLong(((__pyx_cur_scope->__pyx_v_a[0])[__pyx_cur_scope->__pyx_v_i]).s_); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyInt_FromLong(((__pyx_cur_scope->__pyx_v_a[0])[__pyx_cur_scope->__pyx_v_i]).t_); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyInt_FromLong(((__pyx_cur_scope->__pyx_v_a[0])[__pyx_cur_scope->__pyx_v_i]).t_); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); @@ -5934,7 +6839,7 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_1a_2generator2(__pyx_GeneratorObject __pyx_L6_resume_from_yield:; __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; @@ -5946,22 +6851,23 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_1a_2generator2(__pyx_GeneratorObject __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } /* Python wrapper */ -static int __pyx_pw_5_cdec_9BaseTRule_1a_4__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_a); /*proto*/ -static int __pyx_pw_5_cdec_9BaseTRule_1a_4__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_a) { +static int __pyx_pw_5_cdec_5TRule_1a_4__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_a); /*proto*/ +static int __pyx_pw_5_cdec_5TRule_1a_4__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_a) { int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_9BaseTRule_1a_3__set__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self), ((PyObject *)__pyx_v_a)); + __pyx_r = __pyx_pf_5_cdec_5TRule_1a_3__set__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self), ((PyObject *)__pyx_v_a)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":96 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":130 * yield (a[0][i].s_, a[0][i].t_) * * def __set__(self, a): # <<<<<<<<<<<<<< @@ -5969,7 +6875,7 @@ static int __pyx_pw_5_cdec_9BaseTRule_1a_4__set__(PyObject *__pyx_v_self, PyObje * a_.resize(len(a)) */ -static int __pyx_pf_5_cdec_9BaseTRule_1a_3__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_a) { +static int __pyx_pf_5_cdec_5TRule_1a_3__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_a) { std::vector *__pyx_v_a_; unsigned int __pyx_v_i; int __pyx_v_s; @@ -5990,7 +6896,7 @@ static int __pyx_pf_5_cdec_9BaseTRule_1a_3__set__(struct __pyx_obj_5_cdec_BaseTR int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__set__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":97 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":131 * * def __set__(self, a): * cdef vector[grammar.AlignmentPoint]* a_ = &self.rule.get().a_ # <<<<<<<<<<<<<< @@ -5999,61 +6905,67 @@ static int __pyx_pf_5_cdec_9BaseTRule_1a_3__set__(struct __pyx_obj_5_cdec_BaseTR */ __pyx_v_a_ = (&__pyx_v_self->rule->get()->a_); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":98 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":132 * def __set__(self, a): * cdef vector[grammar.AlignmentPoint]* a_ = &self.rule.get().a_ * a_.resize(len(a)) # <<<<<<<<<<<<<< * cdef unsigned i * cdef int s, t */ - __pyx_t_1 = PyObject_Length(__pyx_v_a); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Length(__pyx_v_a); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_a_->resize(__pyx_t_1); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":101 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":135 * cdef unsigned i * cdef int s, t * for i in range(len(a)): # <<<<<<<<<<<<<< * s, t = a[i] * a_[0][i] = grammar.AlignmentPoint(s, t) */ - __pyx_t_1 = PyObject_Length(__pyx_v_a); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; 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if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) { PyObject* sequence = __pyx_t_3; + #if CYTHON_COMPILING_IN_CPYTHON + Py_ssize_t size = Py_SIZE(sequence); + #else + Py_ssize_t size = PySequence_Size(sequence); + #endif + if (unlikely(size != 2)) { + if (size > 2) __Pyx_RaiseTooManyValuesError(2); + else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); + {__pyx_filename = __pyx_f[2]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + #if CYTHON_COMPILING_IN_CPYTHON if (likely(PyTuple_CheckExact(sequence))) { - if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { - if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); - else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_5 = PyTuple_GET_ITEM(sequence, 1); } else { - if (unlikely(PyList_GET_SIZE(sequence) != 2)) { - if (PyList_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); 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/*proto*/ -static PyObject *__pyx_pw_5_cdec_9BaseTRule_6scores_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_5TRule_6scores_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_5TRule_6scores_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_9BaseTRule_6scores___get__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_5TRule_6scores___get__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":106 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":140 * * property scores: * def __get__(self): # <<<<<<<<<<<<<< - * cdef SparseVector scores = SparseVector() + * cdef SparseVector scores = SparseVector.__new__(SparseVector) * scores.vector = new FastSparseVector[double](self.rule.get().scores_) */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_6scores___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_5TRule_6scores___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self) { struct __pyx_obj_5_cdec_SparseVector *__pyx_v_scores = 0; 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- /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":113 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":147 * def __set__(self, scores): * cdef FastSparseVector[double]* scores_ = &self.rule.get().scores_ * scores_.clear() # <<<<<<<<<<<<<< @@ -6236,23 +7150,23 @@ static int __pyx_pf_5_cdec_9BaseTRule_6scores_2__set__(struct __pyx_obj_5_cdec_B */ __pyx_v_scores_->clear(); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":116 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":150 * cdef int fid * cdef float fval * for fname, fval in scores.items(): # <<<<<<<<<<<<<< * fid = FDConvert(as_str(fname)) * if fid < 0: raise KeyError(fname) */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_scores, __pyx_n_s__items); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_scores, __pyx_n_s__items); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) { __pyx_t_1 = __pyx_t_2; __Pyx_INCREF(__pyx_t_1); __pyx_t_3 = 0; __pyx_t_4 = NULL; } else { - __pyx_t_3 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext; } @@ -6260,16 +7174,24 @@ static int __pyx_pf_5_cdec_9BaseTRule_6scores_2__set__(struct __pyx_obj_5_cdec_B for (;;) { if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_1)) { if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; + #else + __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_1)) { if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; + #else + __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_2 = __pyx_t_4(__pyx_t_1); if (unlikely(!__pyx_t_2)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -6277,29 +7199,35 @@ static int __pyx_pf_5_cdec_9BaseTRule_6scores_2__set__(struct __pyx_obj_5_cdec_B } if ((likely(PyTuple_CheckExact(__pyx_t_2))) || (PyList_CheckExact(__pyx_t_2))) { PyObject* sequence = __pyx_t_2; + #if CYTHON_COMPILING_IN_CPYTHON + Py_ssize_t size = Py_SIZE(sequence); + #else + Py_ssize_t size = PySequence_Size(sequence); + #endif + if (unlikely(size != 2)) { + if (size > 2) __Pyx_RaiseTooManyValuesError(2); + else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); + {__pyx_filename = __pyx_f[2]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + #if CYTHON_COMPILING_IN_CPYTHON if (likely(PyTuple_CheckExact(sequence))) { - if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { - if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); - else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_5 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_6 = PyTuple_GET_ITEM(sequence, 1); } else { - if (unlikely(PyList_GET_SIZE(sequence) != 2)) { - if (PyList_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); - else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_5 = PyList_GET_ITEM(sequence, 0); __pyx_t_6 = PyList_GET_ITEM(sequence, 1); } __Pyx_INCREF(__pyx_t_5); __Pyx_INCREF(__pyx_t_6); + #else + __pyx_t_5 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - } else { + } else + { Py_ssize_t index = -1; - __pyx_t_7 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_8 = Py_TYPE(__pyx_t_7)->tp_iternext; @@ -6307,24 +7235,25 @@ static int __pyx_pf_5_cdec_9BaseTRule_6scores_2__set__(struct __pyx_obj_5_cdec_B __Pyx_GOTREF(__pyx_t_5); index = 1; __pyx_t_6 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_6)) goto __pyx_L5_unpacking_failed; 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/*proto*/ -static PyObject *__pyx_pw_5_cdec_9BaseTRule_3lhs_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_5TRule_3lhs_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_5TRule_3lhs_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_9BaseTRule_3lhs___get__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_5TRule_3lhs___get__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":122 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":156 * * property lhs: * def __get__(self): # <<<<<<<<<<<<<< @@ -6403,7 +7332,7 @@ static PyObject *__pyx_pw_5_cdec_9BaseTRule_3lhs_1__get__(PyObject *__pyx_v_self * */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_3lhs___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_5TRule_3lhs___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self) { PyObject *__pyx_r = NULL; 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__Pyx_INCREF(__pyx_v_lhs); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":126 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":160 * * def __set__(self, lhs): * if not isinstance(lhs, NT): # <<<<<<<<<<<<<< @@ -6495,19 +7424,19 @@ static int __pyx_pf_5_cdec_9BaseTRule_3lhs_2__set__(struct __pyx_obj_5_cdec_Base __pyx_t_3 = (!__pyx_t_2); if (__pyx_t_3) { - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":127 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":161 * def __set__(self, lhs): * if not isinstance(lhs, NT): * lhs = NT(lhs) # <<<<<<<<<<<<<< * self.rule.get().lhs_ = -TDConvert(lhs.cat) * */ - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_INCREF(__pyx_v_lhs); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_lhs); __Pyx_GIVEREF(__pyx_v_lhs); - __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_NT)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_NT)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_v_lhs); @@ -6517,16 +7446,16 @@ static int __pyx_pf_5_cdec_9BaseTRule_3lhs_2__set__(struct __pyx_obj_5_cdec_Base } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":128 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":162 * if not isinstance(lhs, NT): * lhs = NT(lhs) * self.rule.get().lhs_ = -TDConvert(lhs.cat) # <<<<<<<<<<<<<< * * def __str__(self): */ - __pyx_t_4 = PyObject_GetAttr(__pyx_v_lhs, __pyx_n_s__cat); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyObject_GetAttr(__pyx_v_lhs, __pyx_n_s__cat); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyBytes_AsString(__pyx_t_4); if (unlikely((!__pyx_t_5) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyBytes_AsString(__pyx_t_4); if (unlikely((!__pyx_t_5) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __pyx_v_self->rule->get()->lhs_ = (-TD::Convert(((char *)__pyx_t_5))); @@ -6535,7 +7464,7 @@ static int __pyx_pf_5_cdec_9BaseTRule_3lhs_2__set__(struct __pyx_obj_5_cdec_Base __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback("_cdec.BaseTRule.lhs.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.TRule.lhs.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = -1; __pyx_L0:; __Pyx_XDECREF(__pyx_v_lhs); @@ -6544,18 +7473,18 @@ static int __pyx_pf_5_cdec_9BaseTRule_3lhs_2__set__(struct __pyx_obj_5_cdec_Base } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_9BaseTRule_3__str__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_9BaseTRule_3__str__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_5TRule_5__str__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_5TRule_5__str__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__str__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_9BaseTRule_2__str__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_5TRule_4__str__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_9BaseTRule_7__str___2generator18(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ +static PyObject *__pyx_gb_5_cdec_5TRule_7__str___2generator18(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":131 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":165 * * def __str__(self): * scores = ' '.join('%s=%s' % feat for feat in self.scores) # <<<<<<<<<<<<<< @@ -6563,7 +7492,7 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_7__str___2generator18(__pyx_Generato * _phrase(self.f), _phrase(self.e), scores) */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_7__str___genexpr(PyObject *__pyx_self) { +static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self) { struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations @@ -6581,7 +7510,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_7__str___genexpr(PyObject *__pyx_sel __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope)); __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_9BaseTRule_7__str___2generator18, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_5TRule_7__str___2generator18, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -6590,7 +7519,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_7__str___genexpr(PyObject *__pyx_sel __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.BaseTRule.__str__.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.TRule.__str__.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); @@ -6599,7 +7528,7 @@ static PyObject *__pyx_pf_5_cdec_9BaseTRule_7__str___genexpr(PyObject *__pyx_sel return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_9BaseTRule_7__str___2generator18(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_5TRule_7__str___2generator18(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *)__pyx_generator->closure); PyObject *__pyx_r = NULL; @@ -6617,15 +7546,15 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_7__str___2generator18(__pyx_Generato return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self), __pyx_n_s__scores); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self), __pyx_n_s__scores); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) { __pyx_t_2 = __pyx_t_1; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0; __pyx_t_4 = NULL; } else { - __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; } @@ -6633,16 +7562,24 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_7__str___2generator18(__pyx_Generato for (;;) { if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_2)) { if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_1); __pyx_t_3++; + #else + __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_2)) { if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_1); __pyx_t_3++; + #else + __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_1 = __pyx_t_4(__pyx_t_2); if (unlikely(!__pyx_t_1)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -6653,7 +7590,7 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_7__str___2generator18(__pyx_Generato __Pyx_GIVEREF(__pyx_t_1); __pyx_cur_scope->__pyx_v_feat = __pyx_t_1; __pyx_t_1 = 0; - __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_11), __pyx_cur_scope->__pyx_v_feat); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_11), __pyx_cur_scope->__pyx_v_feat); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); __pyx_r = ((PyObject *)__pyx_t_1); __pyx_t_1 = 0; @@ -6672,7 +7609,7 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_7__str___2generator18(__pyx_Generato __Pyx_XGOTREF(__pyx_t_2); __pyx_t_3 = __pyx_cur_scope->__pyx_t_1; __pyx_t_4 = __pyx_cur_scope->__pyx_t_2; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; PyErr_SetNone(PyExc_StopIteration); @@ -6684,11 +7621,12 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_7__str___2generator18(__pyx_Generato __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":130 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":164 * self.rule.get().lhs_ = -TDConvert(lhs.cat) * * def __str__(self): # <<<<<<<<<<<<<< @@ -6696,7 +7634,7 @@ static PyObject *__pyx_gb_5_cdec_9BaseTRule_7__str___2generator18(__pyx_Generato * return '%s ||| %s ||| %s ||| %s' % (self.lhs, */ -static PyObject *__pyx_pf_5_cdec_9BaseTRule_2__str__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_5TRule_4__str__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self) { struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *__pyx_cur_scope; PyObject *__pyx_v_scores = NULL; PyObject *__pyx_r = NULL; 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- /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":164 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":187 * property name: * def __get__(self): * self.grammar.get().GetGrammarName().c_str() # <<<<<<<<<<<<<< @@ -7263,7 +8010,7 @@ static int __pyx_pw_5_cdec_7Grammar_4name_3__set__(PyObject *__pyx_v_self, PyObj return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":166 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":189 * self.grammar.get().GetGrammarName().c_str() * * def __set__(self, name): # <<<<<<<<<<<<<< @@ -7280,14 +8027,14 @@ static int __pyx_pf_5_cdec_7Grammar_4name_2__set__(struct __pyx_obj_5_cdec_Gramm int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__set__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":167 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":190 * * def __set__(self, name): * self.grammar.get().SetGrammarName(string(name)) # <<<<<<<<<<<<<< * * cdef class TextGrammar(Grammar): */ - __pyx_t_1 = PyBytes_AsString(__pyx_v_name); if (unlikely((!__pyx_t_1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyBytes_AsString(__pyx_v_name); if (unlikely((!__pyx_t_1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->grammar->get()->SetGrammarName(std::string(((char *)__pyx_t_1))); __pyx_r = 0; @@ -7304,11 +8051,11 @@ static int __pyx_pf_5_cdec_7Grammar_4name_2__set__(struct __pyx_obj_5_cdec_Gramm static int __pyx_pw_5_cdec_11TextGrammar_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static int __pyx_pw_5_cdec_11TextGrammar_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_rules = 0; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__rules,0}; int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); { + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__rules,0}; 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__pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.TextGrammar.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -7348,7 +8094,7 @@ static int __pyx_pw_5_cdec_11TextGrammar_1__cinit__(PyObject *__pyx_v_self, PyOb return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":170 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":193 * * cdef class TextGrammar(Grammar): * def __cinit__(self, rules): # <<<<<<<<<<<<<< @@ -7366,13 +8112,14 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG PyObject *(*__pyx_t_3)(PyObject *); PyObject *__pyx_t_4 = NULL; 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- else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -7427,41 +8182,73 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG __pyx_v_trule = __pyx_t_4; __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":174 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":197 * cdef grammar.TextGrammar* _g = self.grammar.get() * for trule in rules: - * if not isinstance(trule, BaseTRule): # <<<<<<<<<<<<<< - * raise ValueError('the grammar should contain TRule objects') - * _g.AddRule(( trule).rule[0]) + * if isinstance(trule, _sa.Rule): # <<<<<<<<<<<<<< + * trule = convert_rule(trule) + * elif not isinstance(trule, TRule): */ - __pyx_t_4 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_BaseTRule)); + __pyx_t_4 = ((PyObject *)((PyObject*)__pyx_ptype_4cdec_2sa_3_sa_Rule)); __Pyx_INCREF(__pyx_t_4); 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__pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_v_trule; + __Pyx_INCREF(__pyx_t_4); + __pyx_t_6 = ((PyObject *)__pyx_f_5_cdec_convert_rule(((struct __pyx_obj_4cdec_2sa_3_sa_Rule *)__pyx_t_4))); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_v_trule); + __pyx_v_trule = __pyx_t_6; + __pyx_t_6 = 0; + goto __pyx_L5; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":199 + * if isinstance(trule, _sa.Rule): + * trule = convert_rule(trule) + * elif not isinstance(trule, TRule): # <<<<<<<<<<<<<< + * raise ValueError('the grammar should contain TRule objects') + * _g.AddRule(( trule).rule[0]) + */ + __pyx_t_6 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_TRule)); + __Pyx_INCREF(__pyx_t_6); 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_tp_new(((PyObject*)__pyx_ptype_5_cdec_SparseVector)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); + if (!(likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5_cdec_SparseVector)))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":25 * def viterbi_features(self): - * cdef SparseVector fmap = SparseVector() + * cdef SparseVector fmap = SparseVector.__new__(SparseVector) * fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) # <<<<<<<<<<<<<< * return fmap * @@ -7774,7 +8563,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_features(struct __pyx_obj __pyx_v_fmap->vector = new FastSparseVector(ViterbiFeatures((__pyx_v_self->hg[0]))); 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@@ -8504,7 +9295,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator6(__pyx_GeneratorObject * for k in range(size): * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) * if not derivation: break # <<<<<<<<<<<<<< - * fmap = SparseVector() + * fmap = SparseVector.__new__(SparseVector) * fmap.vector = new FastSparseVector[weight_t](derivation._yield) */ __pyx_t_3 = (!(__pyx_cur_scope->__pyx_v_derivation != 0)); @@ -8517,12 +9308,13 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator6(__pyx_GeneratorObject /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":70 * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) * if not derivation: break - * fmap = SparseVector() # <<<<<<<<<<<<<< + * fmap = SparseVector.__new__(SparseVector) # <<<<<<<<<<<<<< * fmap.vector = new FastSparseVector[weight_t](derivation._yield) * yield fmap */ - __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L5;} + __pyx_t_4 = __Pyx_tp_new(((PyObject*)__pyx_ptype_5_cdec_SparseVector)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L5;} __Pyx_GOTREF(__pyx_t_4); + if (!(likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5_cdec_SparseVector)))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L5;} __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); __Pyx_GIVEREF(__pyx_t_4); @@ -8531,7 +9323,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator6(__pyx_GeneratorObject /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":71 * if not derivation: break - * fmap = SparseVector() + * fmap = SparseVector.__new__(SparseVector) * fmap.vector = new FastSparseVector[weight_t](derivation._yield) # <<<<<<<<<<<<<< * yield fmap * finally: @@ -8539,7 +9331,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator6(__pyx_GeneratorObject __pyx_cur_scope->__pyx_v_fmap->vector = new FastSparseVector(__pyx_cur_scope->__pyx_v_derivation->yield); /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":72 - * fmap = SparseVector() + * fmap = SparseVector.__new__(SparseVector) * fmap.vector = new FastSparseVector[weight_t](derivation._yield) * yield fmap # <<<<<<<<<<<<<< * finally: @@ -8603,6 +9395,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator6(__pyx_GeneratorObject __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } @@ -8679,10 +9472,11 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator7(__pyx_GeneratorObject struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)__pyx_generator->closure); PyObject *__pyx_r = NULL; int __pyx_t_1; - size_t __pyx_t_2; - unsigned int __pyx_t_3; - PyObject *__pyx_t_4 = NULL; + MT19937 *__pyx_t_2; + size_t __pyx_t_3; + unsigned int __pyx_t_4; PyObject *__pyx_t_5 = NULL; + PyObject *__pyx_t_6 = NULL; 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- __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; + __pyx_t_5 = 0; + __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} + __Pyx_GOTREF(__pyx_t_5); + __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; + __pyx_r = __pyx_t_5; + __pyx_t_5 = 0; + __pyx_cur_scope->__pyx_t_0 = __pyx_t_3; + __pyx_cur_scope->__pyx_t_1 = __pyx_t_4; __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); /* return from generator, yielding value */ __pyx_generator->resume_label = 1; return __pyx_r; __pyx_L10_resume_from_yield:; - __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; - __pyx_t_3 = __pyx_cur_scope->__pyx_t_1; + __pyx_t_3 = __pyx_cur_scope->__pyx_t_0; + __pyx_t_4 = __pyx_cur_scope->__pyx_t_1; if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} } } @@ -8806,8 +9601,8 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator7(__pyx_GeneratorObject __pyx_why = 0; goto __pyx_L7; __pyx_L6: { __pyx_why = 4; + __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0; __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; - __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); __pyx_exc_lineno = __pyx_lineno; goto __pyx_L7; @@ -8828,12 +9623,13 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator7(__pyx_GeneratorObject PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_4); __Pyx_XDECREF(__pyx_t_5); + __Pyx_XDECREF(__pyx_t_6); __Pyx_AddTraceback("sample", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } @@ -8903,13 +9699,13 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_25prune(PyObject *__pyx_v_self, Py PyObject *__pyx_v_beam_alpha = 0; PyObject *__pyx_v_density = 0; PyObject *__pyx_v_kwargs = 0; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__beam_alpha,&__pyx_n_s__density,0}; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("prune (wrapper)", 0); __pyx_v_kwargs = PyDict_New(); if (unlikely(!__pyx_v_kwargs)) return NULL; __Pyx_GOTREF(__pyx_v_kwargs); { + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__beam_alpha,&__pyx_n_s__density,0}; PyObject* values[2] = {0,0}; values[0] = ((PyObject *)__pyx_int_0); values[1] = ((PyObject *)__pyx_int_0); @@ -9408,6 +10204,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_5edges_2generator8(__pyx_Generator __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } @@ -9534,6 +10331,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_5nodes_2generator9(__pyx_Generator __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } @@ -9666,15 +10464,15 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_31inside_outside(PyObject *__pyx_v * return self.hg.NumberOfPaths() * * def inside_outside(self): # <<<<<<<<<<<<<< - * cdef FastSparseVector[LogVal[double]]* result = new FastSparseVector[LogVal[double]]() - * cdef LogVal[double] z = hypergraph.InsideOutside(self.hg[0], result) + * cdef FastSparseVector[prob_t]* result = new FastSparseVector[prob_t]() + * cdef prob_t z = hypergraph.InsideOutside(self.hg[0], result) */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_30inside_outside(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { - FastSparseVector > *__pyx_v_result; - LogVal __pyx_v_z; + FastSparseVector *__pyx_v_result; + prob_t __pyx_v_z; struct __pyx_obj_5_cdec_SparseVector *__pyx_v_vector = 0; - FastSparseVector >::const_iterator *__pyx_v_it; + FastSparseVector::const_iterator *__pyx_v_it; CYTHON_UNUSED unsigned int __pyx_v_i; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations @@ -9689,62 +10487,63 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_30inside_outside(struct __pyx_obj_ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":133 * * def inside_outside(self): - * cdef FastSparseVector[LogVal[double]]* result = new FastSparseVector[LogVal[double]]() # <<<<<<<<<<<<<< - * cdef LogVal[double] z = hypergraph.InsideOutside(self.hg[0], result) + * cdef FastSparseVector[prob_t]* result = new FastSparseVector[prob_t]() # <<<<<<<<<<<<<< + * cdef prob_t z = hypergraph.InsideOutside(self.hg[0], result) * result[0] /= z */ - __pyx_v_result = new FastSparseVector >(); + __pyx_v_result = new FastSparseVector(); /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":134 * def inside_outside(self): - * cdef FastSparseVector[LogVal[double]]* result = new FastSparseVector[LogVal[double]]() - * cdef LogVal[double] z = hypergraph.InsideOutside(self.hg[0], result) # <<<<<<<<<<<<<< + * cdef FastSparseVector[prob_t]* result = new FastSparseVector[prob_t]() + * cdef prob_t z = hypergraph.InsideOutside(self.hg[0], result) # <<<<<<<<<<<<<< * result[0] /= z - * cdef SparseVector vector = SparseVector() + * cdef SparseVector vector = SparseVector.__new__(SparseVector) */ __pyx_v_z = InsideOutside, EdgeFeaturesAndProbWeightFunction>((__pyx_v_self->hg[0]), __pyx_v_result); /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":135 - * cdef FastSparseVector[LogVal[double]]* result = new FastSparseVector[LogVal[double]]() - * cdef LogVal[double] z = hypergraph.InsideOutside(self.hg[0], result) + * cdef FastSparseVector[prob_t]* result = new FastSparseVector[prob_t]() + * cdef prob_t z = hypergraph.InsideOutside(self.hg[0], result) * result[0] /= z # <<<<<<<<<<<<<< - * cdef SparseVector vector = SparseVector() + * cdef SparseVector vector = SparseVector.__new__(SparseVector) * vector.vector = new FastSparseVector[double]() */ (__pyx_v_result[0]) /= __pyx_v_z; /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":136 - * cdef LogVal[double] z = hypergraph.InsideOutside(self.hg[0], result) + * cdef prob_t z = hypergraph.InsideOutside(self.hg[0], result) * result[0] /= z - * cdef SparseVector vector = SparseVector() # <<<<<<<<<<<<<< + * cdef SparseVector vector = SparseVector.__new__(SparseVector) # <<<<<<<<<<<<<< * vector.vector = new FastSparseVector[double]() - * cdef FastSparseVector[LogVal[double]].const_iterator* it = new FastSparseVector[LogVal[double]].const_iterator(result[0], False) + * cdef FastSparseVector[prob_t].const_iterator* it = new FastSparseVector[prob_t].const_iterator(result[0], False) */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_tp_new(((PyObject*)__pyx_ptype_5_cdec_SparseVector)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); + if (!(likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5_cdec_SparseVector)))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_vector = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":137 * result[0] /= z - * cdef SparseVector vector = SparseVector() + * cdef SparseVector vector = SparseVector.__new__(SparseVector) * vector.vector = new FastSparseVector[double]() # <<<<<<<<<<<<<< - * cdef FastSparseVector[LogVal[double]].const_iterator* it = new FastSparseVector[LogVal[double]].const_iterator(result[0], False) + * cdef FastSparseVector[prob_t].const_iterator* it = new FastSparseVector[prob_t].const_iterator(result[0], False) * cdef unsigned i */ __pyx_v_vector->vector = new FastSparseVector(); /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":138 - * cdef SparseVector vector = SparseVector() + * cdef SparseVector vector = SparseVector.__new__(SparseVector) * vector.vector = new FastSparseVector[double]() - * cdef FastSparseVector[LogVal[double]].const_iterator* it = new FastSparseVector[LogVal[double]].const_iterator(result[0], False) # <<<<<<<<<<<<<< + * cdef FastSparseVector[prob_t].const_iterator* it = new FastSparseVector[prob_t].const_iterator(result[0], False) # <<<<<<<<<<<<<< * cdef unsigned i * for i in range(result.size()): */ - __pyx_v_it = new FastSparseVector >::const_iterator((__pyx_v_result[0]), 0); + __pyx_v_it = new FastSparseVector::const_iterator((__pyx_v_result[0]), 0); /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":140 - * cdef FastSparseVector[LogVal[double]].const_iterator* it = new FastSparseVector[LogVal[double]].const_iterator(result[0], False) + * cdef FastSparseVector[prob_t].const_iterator* it = new FastSparseVector[prob_t].const_iterator(result[0], False) * cdef unsigned i * for i in range(result.size()): # <<<<<<<<<<<<<< * vector.vector.set_value(it[0].ptr().first, log(it[0].ptr().second)) @@ -9817,7 +10616,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_30inside_outside(struct __pyx_obj_ } /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":152 - * cdef public BaseTRule trule + * cdef public TRule trule * * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): # <<<<<<<<<<<<<< * self.hg = hg @@ -9838,7 +10637,7 @@ static PyObject *__pyx_f_5_cdec_14HypergraphEdge_init(struct __pyx_obj_5_cdec_Hy * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): * self.hg = hg # <<<<<<<<<<<<<< * self.edge = &hg.edges_[i] - * self.trule = BaseTRule() + * self.trule = TRule.__new__(TRule) */ __pyx_v_self->hg = __pyx_v_hg; @@ -9846,7 +10645,7 @@ static PyObject *__pyx_f_5_cdec_14HypergraphEdge_init(struct __pyx_obj_5_cdec_Hy * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): * self.hg = hg * self.edge = &hg.edges_[i] # <<<<<<<<<<<<<< - * self.trule = BaseTRule() + * self.trule = TRule.__new__(TRule) * self.trule.rule = new shared_ptr[grammar.TRule](self.edge.rule_) */ __pyx_v_self->edge = (&(__pyx_v_hg->edges_[__pyx_v_i])); @@ -9854,21 +10653,22 @@ static PyObject *__pyx_f_5_cdec_14HypergraphEdge_init(struct __pyx_obj_5_cdec_Hy /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":155 * self.hg = hg * self.edge = &hg.edges_[i] - * self.trule = BaseTRule() # <<<<<<<<<<<<<< + * self.trule = TRule.__new__(TRule) # <<<<<<<<<<<<<< * self.trule.rule = new shared_ptr[grammar.TRule](self.edge.rule_) * return self */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_BaseTRule)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_tp_new(((PyObject*)__pyx_ptype_5_cdec_TRule)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); + if (!(likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5_cdec_TRule)))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GIVEREF(__pyx_t_1); __Pyx_GOTREF(__pyx_v_self->trule); __Pyx_DECREF(((PyObject *)__pyx_v_self->trule)); - __pyx_v_self->trule = ((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_t_1); + __pyx_v_self->trule = ((struct __pyx_obj_5_cdec_TRule *)__pyx_t_1); __pyx_t_1 = 0; /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":156 * self.edge = &hg.edges_[i] - * self.trule = BaseTRule() + * self.trule = TRule.__new__(TRule) * self.trule.rule = new shared_ptr[grammar.TRule](self.edge.rule_) # <<<<<<<<<<<<<< * return self * @@ -9876,7 +10676,7 @@ static PyObject *__pyx_f_5_cdec_14HypergraphEdge_init(struct __pyx_obj_5_cdec_Hy __pyx_v_self->trule->rule = new boost::shared_ptr(__pyx_v_self->edge->rule_); /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":157 - * self.trule = BaseTRule() + * self.trule = TRule.__new__(TRule) * self.trule.rule = new shared_ptr[grammar.TRule](self.edge.rule_) * return self # <<<<<<<<<<<<<< * @@ -10120,6 +10920,7 @@ static PyObject *__pyx_gb_5_cdec_14HypergraphEdge_10tail_nodes_2generator10(__py __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } @@ -10207,7 +11008,7 @@ static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(PyOb * * property feature_values: * def __get__(self): # <<<<<<<<<<<<<< - * cdef SparseVector vector = SparseVector() + * cdef SparseVector vector = SparseVector.__new__(SparseVector) * vector.vector = new FastSparseVector[double](self.edge.feature_values_) */ @@ -10224,18 +11025,19 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_14feature_values___get__(struc /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":178 * property feature_values: * def __get__(self): - * cdef SparseVector vector = SparseVector() # <<<<<<<<<<<<<< + * cdef SparseVector vector = SparseVector.__new__(SparseVector) # <<<<<<<<<<<<<< * vector.vector = new FastSparseVector[double](self.edge.feature_values_) * return vector */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_tp_new(((PyObject*)__pyx_ptype_5_cdec_SparseVector)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); + if (!(likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5_cdec_SparseVector)))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_vector = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":179 * def __get__(self): - * cdef SparseVector vector = SparseVector() + * cdef SparseVector vector = SparseVector.__new__(SparseVector) * vector.vector = new FastSparseVector[double](self.edge.feature_values_) # <<<<<<<<<<<<<< * return vector * @@ -10243,7 +11045,7 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_14feature_values___get__(struc __pyx_v_vector->vector = new FastSparseVector(__pyx_v_self->edge->feature_values_); /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":180 - * cdef SparseVector vector = SparseVector() + * cdef SparseVector vector = SparseVector.__new__(SparseVector) * vector.vector = new FastSparseVector[double](self.edge.feature_values_) * return vector # <<<<<<<<<<<<<< * @@ -10457,7 +11259,7 @@ static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(PyObject *__py /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":150 * cdef hypergraph.Hypergraph* hg * cdef hypergraph.HypergraphEdge* edge - * cdef public BaseTRule trule # <<<<<<<<<<<<<< + * cdef public TRule trule # <<<<<<<<<<<<<< * * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): */ @@ -10496,12 +11298,12 @@ static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_2__set__(struct __pyx_obj_5_c const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__set__", 0); - if (!(likely(((__pyx_v_value) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_value, __pyx_ptype_5_cdec_BaseTRule))))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_value) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_value, __pyx_ptype_5_cdec_TRule))))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_INCREF(__pyx_v_value); __Pyx_GIVEREF(__pyx_v_value); __Pyx_GOTREF(__pyx_v_self->trule); __Pyx_DECREF(((PyObject *)__pyx_v_self->trule)); - __pyx_v_self->trule = ((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_value); + __pyx_v_self->trule = ((struct __pyx_obj_5_cdec_TRule *)__pyx_v_value); __pyx_r = 0; goto __pyx_L0; @@ -10532,7 +11334,7 @@ static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_4__del__(struct __pyx_obj_5_c __Pyx_GIVEREF(Py_None); __Pyx_GOTREF(__pyx_v_self->trule); __Pyx_DECREF(((PyObject *)__pyx_v_self->trule)); - __pyx_v_self->trule = ((struct __pyx_obj_5_cdec_BaseTRule *)Py_None); + __pyx_v_self->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); __pyx_r = 0; __Pyx_RefNannyFinishContext(); @@ -10711,6 +11513,7 @@ static PyObject *__pyx_gb_5_cdec_14HypergraphNode_8in_edges_2generator11(__pyx_G __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } @@ -10837,6 +11640,7 @@ static PyObject *__pyx_gb_5_cdec_14HypergraphNode_9out_edges_2generator12(__pyx_ __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } @@ -11092,11 +11896,11 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphNode___richcmp__(struct __pyx_obj_5 static int __pyx_pw_5_cdec_7Lattice_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static int __pyx_pw_5_cdec_7Lattice_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_inp = 0; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__inp,0}; int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); { + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__inp,0}; PyObject* values[1] = {0}; if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; @@ -11109,8 +11913,7 @@ static int __pyx_pw_5_cdec_7Lattice_1__cinit__(PyObject *__pyx_v_self, PyObject kw_args = PyDict_Size(__pyx_kwds); switch (pos_args) { case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__inp); - if (likely(values[0])) kw_args--; + if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__inp)) != 0)) kw_args--; else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { @@ -11206,10 +12009,18 @@ static int __pyx_pf_5_cdec_7Lattice___cinit__(struct __pyx_obj_5_cdec_Lattice *_ for (;;) { if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_4)) { if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_4)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_6 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_3); __Pyx_INCREF(__pyx_t_6); __pyx_t_3++; + #else + __pyx_t_6 = PySequence_ITEM(__pyx_t_4, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_4)) { if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_4)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_3); __Pyx_INCREF(__pyx_t_6); __pyx_t_3++; + #else + __pyx_t_6 = PySequence_ITEM(__pyx_t_4, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_6 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_6)) { @@ -11332,7 +12143,7 @@ static int __pyx_pf_5_cdec_7Lattice___cinit__(struct __pyx_obj_5_cdec_Lattice *_ * self.lattice = new lattice.Lattice() * lattice.ConvertTextToLattice(string(inp), self.lattice) # <<<<<<<<<<<<<< * - * def __getitem__(self, int index): + * def __dealloc__(self): */ __pyx_t_8 = PyBytes_AsString(__pyx_v_inp); if (unlikely((!__pyx_t_8) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;} LatticeTools::ConvertTextToLattice(std::string(((char *)__pyx_t_8)), __pyx_v_self->lattice); @@ -11356,14 +12167,47 @@ static int __pyx_pf_5_cdec_7Lattice___cinit__(struct __pyx_obj_5_cdec_Lattice *_ } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_7Lattice_3__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_index); /*proto*/ -static PyObject *__pyx_pw_5_cdec_7Lattice_3__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_index) { +static void __pyx_pw_5_cdec_7Lattice_3__dealloc__(PyObject *__pyx_v_self); /*proto*/ +static void __pyx_pw_5_cdec_7Lattice_3__dealloc__(PyObject *__pyx_v_self) { + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); + __pyx_pf_5_cdec_7Lattice_2__dealloc__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":19 + * lattice.ConvertTextToLattice(string(inp), self.lattice) + * + * def __dealloc__(self): # <<<<<<<<<<<<<< + * del self.lattice + * + */ + +static void __pyx_pf_5_cdec_7Lattice_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__dealloc__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":20 + * + * def __dealloc__(self): + * del self.lattice # <<<<<<<<<<<<<< + * + * def __getitem__(self, int index): + */ + delete __pyx_v_self->lattice; + + __Pyx_RefNannyFinishContext(); +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_7Lattice_5__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_index); /*proto*/ +static PyObject *__pyx_pw_5_cdec_7Lattice_5__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_index) { int __pyx_v_index; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0); assert(__pyx_arg_index); { - __pyx_v_index = __Pyx_PyInt_AsInt(__pyx_arg_index); if (unlikely((__pyx_v_index == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_index = __Pyx_PyInt_AsInt(__pyx_arg_index); if (unlikely((__pyx_v_index == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -11371,20 +12215,20 @@ static PyObject *__pyx_pw_5_cdec_7Lattice_3__getitem__(PyObject *__pyx_v_self, P __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_7Lattice_2__getitem__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self), ((int)__pyx_v_index)); + __pyx_r = __pyx_pf_5_cdec_7Lattice_4__getitem__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self), ((int)__pyx_v_index)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":19 - * lattice.ConvertTextToLattice(string(inp), self.lattice) +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":22 + * del self.lattice * * def __getitem__(self, int index): # <<<<<<<<<<<<<< * if not 0 <= index < len(self): * raise IndexError('lattice index out of range') */ -static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index) { +static PyObject *__pyx_pf_5_cdec_7Lattice_4__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index) { PyObject *__pyx_v_arcs = NULL; std::vector __pyx_v_arc_vector; LatticeArc *__pyx_v_arc; @@ -11406,7 +12250,7 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_L int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__getitem__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":20 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":23 * * def __getitem__(self, int index): * if not 0 <= index < len(self): # <<<<<<<<<<<<<< @@ -11415,41 +12259,41 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_L */ __pyx_t_1 = (0 <= __pyx_v_index); if (__pyx_t_1) { - __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_self)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_self)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_1 = (__pyx_v_index < __pyx_t_2); } __pyx_t_3 = (!__pyx_t_1); if (__pyx_t_3) { - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":21 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":24 * def __getitem__(self, int index): * if not 0 <= index < len(self): * raise IndexError('lattice index out of range') # <<<<<<<<<<<<<< * arcs = [] * cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] */ - __pyx_t_4 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_24), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_24), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_Raise(__pyx_t_4, 0, 0, 0); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - {__pyx_filename = __pyx_f[4]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} goto __pyx_L3; } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":22 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":25 * if not 0 <= index < len(self): * raise IndexError('lattice index out of range') * arcs = [] # <<<<<<<<<<<<<< * cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] * cdef lattice.LatticeArc* arc */ - __pyx_t_4 = PyList_New(0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyList_New(0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_v_arcs = __pyx_t_4; __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":23 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":26 * raise IndexError('lattice index out of range') * arcs = [] * cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] # <<<<<<<<<<<<<< @@ -11458,7 +12302,7 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_L */ __pyx_v_arc_vector = ((__pyx_v_self->lattice[0])[__pyx_v_index]); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":26 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":29 * cdef lattice.LatticeArc* arc * cdef unsigned i * for i in range(arc_vector.size()): # <<<<<<<<<<<<<< @@ -11469,7 +12313,7 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_L for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_i = __pyx_t_6; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":27 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":30 * cdef unsigned i * for i in range(arc_vector.size()): * arc = &arc_vector[i] # <<<<<<<<<<<<<< @@ -11478,16 +12322,16 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_L */ __pyx_v_arc = (&(__pyx_v_arc_vector[__pyx_v_i])); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":28 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":31 * for i in range(arc_vector.size()): * arc = &arc_vector[i] * label = unicode(TDConvert(arc.label), 'utf8') # <<<<<<<<<<<<<< * arcs.append((label, arc.cost, arc.dist2next)) * return tuple(arcs) */ - __pyx_t_4 = PyBytes_FromString(TD::Convert(__pyx_v_arc->label)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyBytes_FromString(TD::Convert(__pyx_v_arc->label)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_4)); - __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)__pyx_t_4)); __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); @@ -11495,25 +12339,25 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_L PyTuple_SET_ITEM(__pyx_t_7, 1, ((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __pyx_t_4 = 0; - __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0; __Pyx_XDECREF(((PyObject *)__pyx_v_label)); __pyx_v_label = ((PyObject*)__pyx_t_4); __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":29 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":32 * arc = &arc_vector[i] * label = unicode(TDConvert(arc.label), 'utf8') * arcs.append((label, arc.cost, arc.dist2next)) # <<<<<<<<<<<<<< * return tuple(arcs) * */ - __pyx_t_4 = PyFloat_FromDouble(__pyx_v_arc->cost); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyFloat_FromDouble(__pyx_v_arc->cost); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_7 = PyInt_FromLong(__pyx_v_arc->dist2next); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyInt_FromLong(__pyx_v_arc->dist2next); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); - __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_INCREF(((PyObject *)__pyx_v_label)); PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_v_label)); @@ -11524,11 +12368,11 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_L __Pyx_GIVEREF(__pyx_t_7); __pyx_t_4 = 0; __pyx_t_7 = 0; - __pyx_t_9 = PyList_Append(__pyx_v_arcs, ((PyObject *)__pyx_t_8)); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyList_Append(__pyx_v_arcs, ((PyObject *)__pyx_t_8)); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0; } - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":30 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":33 * label = unicode(TDConvert(arc.label), 'utf8') * arcs.append((label, arc.cost, arc.dist2next)) * return tuple(arcs) # <<<<<<<<<<<<<< @@ -11536,7 +12380,7 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_L * def __setitem__(self, int index, tuple arcs): */ __Pyx_XDECREF(__pyx_r); 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int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__setitem__ (wrapper)", 0); assert(__pyx_arg_index); { - __pyx_v_index = __Pyx_PyInt_AsInt(__pyx_arg_index); if (unlikely((__pyx_v_index == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_index = __Pyx_PyInt_AsInt(__pyx_arg_index); if (unlikely((__pyx_v_index == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -11574,8 +12418,8 @@ static int __pyx_pw_5_cdec_7Lattice_5__setitem__(PyObject *__pyx_v_self, PyObjec __Pyx_RefNannyFinishContext(); return -1; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arcs), (&PyTuple_Type), 1, "arcs", 1))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_r = __pyx_pf_5_cdec_7Lattice_4__setitem__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self), ((int)__pyx_v_index), ((PyObject*)__pyx_v_arcs)); + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arcs), (&PyTuple_Type), 1, "arcs", 1))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = __pyx_pf_5_cdec_7Lattice_6__setitem__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self), ((int)__pyx_v_index), ((PyObject*)__pyx_v_arcs)); goto __pyx_L0; __pyx_L1_error:; __pyx_r = -1; @@ -11584,7 +12428,7 @@ static int __pyx_pw_5_cdec_7Lattice_5__setitem__(PyObject *__pyx_v_self, PyObjec return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":32 +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":35 * return tuple(arcs) * * def __setitem__(self, int index, tuple arcs): # <<<<<<<<<<<<<< @@ -11592,7 +12436,7 @@ static int __pyx_pw_5_cdec_7Lattice_5__setitem__(PyObject *__pyx_v_self, PyObjec * raise IndexError('lattice index out of range') */ -static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs) { +static int __pyx_pf_5_cdec_7Lattice_6__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs) { LatticeArc *__pyx_v_arc; PyObject *__pyx_v_label = NULL; PyObject *__pyx_v_cost = NULL; @@ -11617,7 +12461,7 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__setitem__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":33 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":36 * * def __setitem__(self, int index, tuple arcs): * if not 0 <= index < len(self): # <<<<<<<<<<<<<< @@ -11626,29 +12470,29 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice */ __pyx_t_1 = (0 <= __pyx_v_index); if (__pyx_t_1) { - __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_self)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_self)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_1 = (__pyx_v_index < __pyx_t_2); } __pyx_t_3 = (!__pyx_t_1); if (__pyx_t_3) { - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":34 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":37 * def __setitem__(self, int index, tuple arcs): * if not 0 <= index < len(self): * raise IndexError('lattice index out of range') # <<<<<<<<<<<<<< * cdef lattice.LatticeArc* arc * for (label, cost, dist2next) in arcs: */ - __pyx_t_4 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_25), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_25), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_Raise(__pyx_t_4, 0, 0, 0); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - {__pyx_filename = __pyx_f[4]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[4]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} goto __pyx_L3; } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":36 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":39 * raise IndexError('lattice index out of range') * cdef lattice.LatticeArc* arc * for (label, cost, dist2next) in arcs: # <<<<<<<<<<<<<< @@ -11656,29 +12500,35 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice * label = label.encode('utf8') */ if (unlikely(((PyObject *)__pyx_v_arcs) == Py_None)) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); + {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_t_4 = ((PyObject *)__pyx_v_arcs); __Pyx_INCREF(__pyx_t_4); __pyx_t_2 = 0; for (;;) { if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_4)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; + #else + __pyx_t_5 = PySequence_ITEM(__pyx_t_4, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif if ((likely(PyTuple_CheckExact(__pyx_t_5))) || (PyList_CheckExact(__pyx_t_5))) { PyObject* sequence = __pyx_t_5; + #if CYTHON_COMPILING_IN_CPYTHON + Py_ssize_t size = Py_SIZE(sequence); + #else + Py_ssize_t size = PySequence_Size(sequence); + #endif + if (unlikely(size != 3)) { + if (size > 3) __Pyx_RaiseTooManyValuesError(3); + else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); + {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + #if CYTHON_COMPILING_IN_CPYTHON if (likely(PyTuple_CheckExact(sequence))) { - if (unlikely(PyTuple_GET_SIZE(sequence) != 3)) { - if (PyTuple_GET_SIZE(sequence) > 3) __Pyx_RaiseTooManyValuesError(3); - else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_6 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_7 = PyTuple_GET_ITEM(sequence, 1); __pyx_t_8 = PyTuple_GET_ITEM(sequence, 2); } else { - if (unlikely(PyList_GET_SIZE(sequence) != 3)) { - if (PyList_GET_SIZE(sequence) > 3) __Pyx_RaiseTooManyValuesError(3); - else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_6 = PyList_GET_ITEM(sequence, 0); __pyx_t_7 = PyList_GET_ITEM(sequence, 1); __pyx_t_8 = PyList_GET_ITEM(sequence, 2); @@ -11686,10 +12536,16 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice __Pyx_INCREF(__pyx_t_6); __Pyx_INCREF(__pyx_t_7); __Pyx_INCREF(__pyx_t_8); + #else + __pyx_t_6 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - } else { + } else + { Py_ssize_t index = -1; - __pyx_t_9 = PyObject_GetIter(__pyx_t_5); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyObject_GetIter(__pyx_t_5); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __pyx_t_10 = Py_TYPE(__pyx_t_9)->tp_iternext; @@ -11699,14 +12555,15 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice __Pyx_GOTREF(__pyx_t_7); index = 2; __pyx_t_8 = __pyx_t_10(__pyx_t_9); if (unlikely(!__pyx_t_8)) goto __pyx_L6_unpacking_failed; __Pyx_GOTREF(__pyx_t_8); - if (__Pyx_IternextUnpackEndCheck(__pyx_t_10(__pyx_t_9), 3) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_IternextUnpackEndCheck(__pyx_t_10(__pyx_t_9), 3) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = NULL; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L7_unpacking_done; __pyx_L6_unpacking_failed:; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; - if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); - if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); - {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = NULL; + if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index); + {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_L7_unpacking_done:; } __Pyx_XDECREF(__pyx_v_label); @@ -11719,7 +12576,7 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice __pyx_v_dist2next = __pyx_t_8; __pyx_t_8 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":37 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":40 * cdef lattice.LatticeArc* arc * for (label, cost, dist2next) in arcs: * if isinstance(label, unicode): # <<<<<<<<<<<<<< @@ -11732,16 +12589,16 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; if (__pyx_t_3) { - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":38 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":41 * for (label, cost, dist2next) in arcs: * if isinstance(label, unicode): * label = label.encode('utf8') # <<<<<<<<<<<<<< * arc = new lattice.LatticeArc(TDConvert(label), cost, dist2next) * self.lattice[0][index].push_back(arc[0]) */ - __pyx_t_5 = PyObject_GetAttr(__pyx_v_label, __pyx_n_s__encode); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_GetAttr(__pyx_v_label, __pyx_n_s__encode); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_8 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_k_tuple_26), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_k_tuple_26), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __Pyx_DECREF(__pyx_v_label); @@ -11751,19 +12608,19 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice } __pyx_L8:; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":39 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":42 * if isinstance(label, unicode): * label = label.encode('utf8') * arc = new lattice.LatticeArc(TDConvert(label), cost, dist2next) # <<<<<<<<<<<<<< * self.lattice[0][index].push_back(arc[0]) * del arc */ - __pyx_t_11 = PyBytes_AsString(__pyx_v_label); if (unlikely((!__pyx_t_11) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_12 = __pyx_PyFloat_AsDouble(__pyx_v_cost); if (unlikely((__pyx_t_12 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_13 = __Pyx_PyInt_AsInt(__pyx_v_dist2next); if (unlikely((__pyx_t_13 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_11 = PyBytes_AsString(__pyx_v_label); if (unlikely((!__pyx_t_11) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __pyx_PyFloat_AsDouble(__pyx_v_cost); if (unlikely((__pyx_t_12 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_13 = __Pyx_PyInt_AsInt(__pyx_v_dist2next); if (unlikely((__pyx_t_13 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_arc = new LatticeArc(TD::Convert(((char *)__pyx_t_11)), __pyx_t_12, __pyx_t_13); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":40 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":43 * label = label.encode('utf8') * arc = new lattice.LatticeArc(TDConvert(label), cost, dist2next) * self.lattice[0][index].push_back(arc[0]) # <<<<<<<<<<<<<< @@ -11772,7 +12629,7 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice */ ((__pyx_v_self->lattice[0])[__pyx_v_index]).push_back((__pyx_v_arc[0])); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":41 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":44 * arc = new lattice.LatticeArc(TDConvert(label), cost, dist2next) * self.lattice[0][index].push_back(arc[0]) * del arc # <<<<<<<<<<<<<< @@ -11803,17 +12660,17 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice } /* Python wrapper */ -static Py_ssize_t __pyx_pw_5_cdec_7Lattice_7__len__(PyObject *__pyx_v_self); /*proto*/ -static Py_ssize_t __pyx_pw_5_cdec_7Lattice_7__len__(PyObject *__pyx_v_self) { +static Py_ssize_t __pyx_pw_5_cdec_7Lattice_9__len__(PyObject *__pyx_v_self); /*proto*/ +static Py_ssize_t __pyx_pw_5_cdec_7Lattice_9__len__(PyObject *__pyx_v_self) { Py_ssize_t __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__len__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_7Lattice_6__len__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_7Lattice_8__len__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":43 +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":46 * del arc * * def __len__(self): # <<<<<<<<<<<<<< @@ -11821,12 +12678,12 @@ static Py_ssize_t __pyx_pw_5_cdec_7Lattice_7__len__(PyObject *__pyx_v_self) { * */ -static Py_ssize_t __pyx_pf_5_cdec_7Lattice_6__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { +static Py_ssize_t __pyx_pf_5_cdec_7Lattice_8__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { Py_ssize_t __pyx_r; 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__Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":46 +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":49 * return self.lattice.size() * * def __str__(self): # <<<<<<<<<<<<<< @@ -11861,7 +12718,7 @@ static PyObject *__pyx_pw_5_cdec_7Lattice_9__str__(PyObject *__pyx_v_self) { * */ -static PyObject *__pyx_pf_5_cdec_7Lattice_8__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_7Lattice_10__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; @@ -11870,7 +12727,7 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_8__str__(struct __pyx_obj_5_cdec_Latti int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__str__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":47 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":50 * * def __str__(self): * return hypergraph.AsPLF(self.lattice[0], True).c_str() # <<<<<<<<<<<<<< @@ -11878,7 +12735,7 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_8__str__(struct __pyx_obj_5_cdec_Latti * def __iter__(self): */ __Pyx_XDECREF(__pyx_r); 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/*proto*/ -static PyObject *__pyx_pw_5_cdec_7Lattice_11__iter__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_7Lattice_13__iter__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_7Lattice_13__iter__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_7Lattice_10__iter__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_7Lattice_12__iter__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":49 +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":52 * return hypergraph.AsPLF(self.lattice[0], True).c_str() * * def __iter__(self): # <<<<<<<<<<<<<< @@ -11916,7 +12773,7 @@ static PyObject *__pyx_pw_5_cdec_7Lattice_11__iter__(PyObject *__pyx_v_self) { * for i in range(len(self)): */ -static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_7Lattice_12__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *__pyx_cur_scope; 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} -static PyObject *__pyx_gb_5_cdec_7Lattice_12generator13(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_7Lattice_14generator13(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; @@ -11969,27 +12826,27 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_12generator13(__pyx_GeneratorObject *_ return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":51 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":54 * def __iter__(self): * cdef unsigned i * for i in range(len(self)): # <<<<<<<<<<<<<< * yield self[i] * */ - __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_cur_scope->__pyx_v_i = __pyx_t_2; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":52 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":55 * cdef unsigned i * for i in range(len(self)): * yield self[i] # <<<<<<<<<<<<<< * - * def __dealloc__(self): + * def todot(self): */ - __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_r = __pyx_t_3; __pyx_t_3 = 0; @@ -12003,7 +12860,7 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_12generator13(__pyx_GeneratorObject *_ __pyx_L6_resume_from_yield:; __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; @@ -12013,43 +12870,11 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_12generator13(__pyx_GeneratorObject *_ __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } -/* Python wrapper */ -static void __pyx_pw_5_cdec_7Lattice_14__dealloc__(PyObject *__pyx_v_self); /*proto*/ -static void __pyx_pw_5_cdec_7Lattice_14__dealloc__(PyObject *__pyx_v_self) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); - __pyx_pf_5_cdec_7Lattice_13__dealloc__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":54 - * yield self[i] - * - * def __dealloc__(self): # <<<<<<<<<<<<<< - * del self.lattice - * - */ - -static void __pyx_pf_5_cdec_7Lattice_13__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__dealloc__", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":55 - * - * def __dealloc__(self): - * del self.lattice # <<<<<<<<<<<<<< - * - * def todot(self): - */ - delete __pyx_v_self->lattice; - - __Pyx_RefNannyFinishContext(); -} - /* Python wrapper */ static PyObject *__pyx_pw_5_cdec_7Lattice_16todot(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ static PyObject *__pyx_pw_5_cdec_7Lattice_16todot(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { @@ -12069,7 +12894,6 @@ static PyObject *__pyx_pw_5_cdec_7Lattice_5todot_1lines(PyObject *__pyx_self, CY PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("lines (wrapper)", 0); - __pyx_self = __pyx_self; __pyx_r = __pyx_pf_5_cdec_7Lattice_5todot_lines(__pyx_self); __Pyx_RefNannyFinishContext(); return __pyx_r; @@ -12237,10 +13061,18 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator19(__pyx_GeneratorObj for (;;) { if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_3)) { if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_3)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_1 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; + #else + __pyx_t_1 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_3)) { if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_3)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; + #else + __pyx_t_1 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_1 = __pyx_t_4(__pyx_t_3); if (unlikely(!__pyx_t_1)) { @@ -12279,10 +13111,18 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator19(__pyx_GeneratorObj for (;;) { if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_5)) { if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_5)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_1 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; + #else + __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_5)) { if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_5)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; + #else + __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_1 = __pyx_t_7(__pyx_t_5); if (unlikely(!__pyx_t_1)) { @@ -12296,21 +13136,22 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator19(__pyx_GeneratorObj } if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) { PyObject* sequence = __pyx_t_1; + #if CYTHON_COMPILING_IN_CPYTHON + Py_ssize_t size = Py_SIZE(sequence); + #else + Py_ssize_t size = PySequence_Size(sequence); + #endif + if (unlikely(size != 3)) { + if (size > 3) __Pyx_RaiseTooManyValuesError(3); + else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); + {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + #if CYTHON_COMPILING_IN_CPYTHON if (likely(PyTuple_CheckExact(sequence))) { - if (unlikely(PyTuple_GET_SIZE(sequence) != 3)) { - if (PyTuple_GET_SIZE(sequence) > 3) __Pyx_RaiseTooManyValuesError(3); - else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_8 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_9 = PyTuple_GET_ITEM(sequence, 1); __pyx_t_10 = PyTuple_GET_ITEM(sequence, 2); } else { - if (unlikely(PyList_GET_SIZE(sequence) != 3)) { - if (PyList_GET_SIZE(sequence) > 3) __Pyx_RaiseTooManyValuesError(3); - else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_8 = PyList_GET_ITEM(sequence, 0); __pyx_t_9 = PyList_GET_ITEM(sequence, 1); __pyx_t_10 = PyList_GET_ITEM(sequence, 2); @@ -12318,8 +13159,14 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator19(__pyx_GeneratorObj __Pyx_INCREF(__pyx_t_8); __Pyx_INCREF(__pyx_t_9); __Pyx_INCREF(__pyx_t_10); + #else + __pyx_t_8 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - } else { + } else + { Py_ssize_t index = -1; __pyx_t_11 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_11); @@ -12332,12 +13179,13 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator19(__pyx_GeneratorObj index = 2; __pyx_t_10 = __pyx_t_12(__pyx_t_11); if (unlikely(!__pyx_t_10)) goto __pyx_L11_unpacking_failed; __Pyx_GOTREF(__pyx_t_10); if (__Pyx_IternextUnpackEndCheck(__pyx_t_12(__pyx_t_11), 3) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = NULL; __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; goto __pyx_L12_unpacking_done; __pyx_L11_unpacking_failed:; __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; - if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); - if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); + __pyx_t_12 = NULL; + if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_L12_unpacking_done:; } @@ -12472,12 +13320,13 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator19(__pyx_GeneratorObj __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":57 - * del self.lattice + * yield self[i] * * def todot(self): # <<<<<<<<<<<<<< * def lines(): @@ -12777,7 +13626,7 @@ static PyObject *__pyx_pw_5_cdec_9Candidate_4fmap_1__get__(PyObject *__pyx_v_sel * * property fmap: * def __get__(self): # <<<<<<<<<<<<<< - * cdef SparseVector fmap = SparseVector() + * cdef SparseVector fmap = SparseVector.__new__(SparseVector) * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) */ @@ -12794,18 +13643,19 @@ static PyObject *__pyx_pf_5_cdec_9Candidate_4fmap___get__(struct __pyx_obj_5_cde /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":22 * property fmap: * def __get__(self): - * cdef SparseVector fmap = SparseVector() # <<<<<<<<<<<<<< + * cdef SparseVector fmap = SparseVector.__new__(SparseVector) # <<<<<<<<<<<<<< * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) * return fmap */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_tp_new(((PyObject*)__pyx_ptype_5_cdec_SparseVector)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); + if (!(likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5_cdec_SparseVector)))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":23 * def __get__(self): - * cdef SparseVector fmap = SparseVector() + * cdef SparseVector fmap = SparseVector.__new__(SparseVector) * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) # <<<<<<<<<<<<<< * return fmap * @@ -12813,7 +13663,7 @@ static PyObject *__pyx_pf_5_cdec_9Candidate_4fmap___get__(struct __pyx_obj_5_cde __pyx_v_fmap->vector = new FastSparseVector(__pyx_v_self->candidate->fmap); /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":24 - * cdef SparseVector fmap = SparseVector() + * cdef SparseVector fmap = SparseVector.__new__(SparseVector) * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) * return fmap # <<<<<<<<<<<<<< * @@ -12850,7 +13700,7 @@ static PyObject *__pyx_pw_5_cdec_9Candidate_5score_1__get__(PyObject *__pyx_v_se /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":14 * cdef class Candidate: - * cdef mteval.Candidate* candidate + * cdef mteval.const_Candidate* candidate * cdef public float score # <<<<<<<<<<<<<< * * property words: @@ -13202,10 +14052,18 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator14(__pyx_GeneratorO for (;;) { if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_3)) { if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_3)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_2); __pyx_t_1++; + #else + __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_3)) { if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_3)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_2); __pyx_t_1++; + #else + __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_2 = __pyx_t_4(__pyx_t_3); if (unlikely(!__pyx_t_2)) { @@ -13261,6 +14119,7 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator14(__pyx_GeneratorO __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } @@ -13536,11 +14395,11 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_11__add__(PyObject *__pyx_v_x static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_evaluator = 0; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__evaluator,0}; int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); { + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__evaluator,0}; PyObject* values[1] = {0}; if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; @@ -13553,8 +14412,7 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO kw_args = PyDict_Size(__pyx_kwds); switch (pos_args) { case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__evaluator); - if (likely(values[0])) kw_args--; + if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__evaluator)) != 0)) kw_args--; else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { @@ -13955,6 +14813,7 @@ static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator15(__pyx_GeneratorObj __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } @@ -13964,11 +14823,11 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph = 0; unsigned int __pyx_v_k; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__hypergraph,&__pyx_n_s__k,0}; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("add_kbest (wrapper)", 0); { + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__hypergraph,&__pyx_n_s__k,0}; PyObject* values[2] = {0,0}; if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; @@ -13982,12 +14841,10 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se kw_args = PyDict_Size(__pyx_kwds); switch (pos_args) { case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__hypergraph); - if (likely(values[0])) kw_args--; + if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__hypergraph)) != 0)) kw_args--; else goto __pyx_L5_argtuple_error; case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__k); - if (likely(values[1])) kw_args--; + if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__k)) != 0)) kw_args--; else { __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } @@ -14260,11 +15117,11 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_ static int __pyx_pw_5_cdec_6Scorer_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static int __pyx_pw_5_cdec_6Scorer_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_name = 0; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__name,0}; int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); { + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__name,0}; PyObject* values[1] = {0}; /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":121 @@ -14410,11 +15267,11 @@ static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_ static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_refs = 0; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__refs,0}; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__call__ (wrapper)", 0); { + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__refs,0}; PyObject* values[1] = {0}; if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; @@ -14427,8 +15284,7 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_5__call__(PyObject *__pyx_v_self, PyObj kw_args = PyDict_Size(__pyx_kwds); switch (pos_args) { case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__refs); - if (likely(values[0])) kw_args--; + if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__refs)) != 0)) kw_args--; else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { @@ -14551,10 +15407,18 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Score for (;;) { if (!__pyx_t_6 && PyList_CheckExact(__pyx_t_1)) { if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_1)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_7 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; + #else + __pyx_t_7 = PySequence_ITEM(__pyx_t_1, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_6 && PyTuple_CheckExact(__pyx_t_1)) { if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_1)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; + #else + __pyx_t_7 = PySequence_ITEM(__pyx_t_1, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_7 = __pyx_t_6(__pyx_t_1); if (unlikely(!__pyx_t_7)) { @@ -14954,9 +15818,10 @@ static void __pyx_f_5_cdec__compute_sufficient_stats(void *__pyx_v_metric_, std: * out.fields[i] = ss[i] */ if (unlikely(((PyObject *)__pyx_v_ss) == Py_None)) { - PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()"); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()"); + {__pyx_filename = __pyx_f[5]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __pyx_t_7 = PyList_GET_SIZE(((PyObject *)__pyx_v_ss)); + __pyx_t_7 = PyList_GET_SIZE(((PyObject *)__pyx_v_ss)); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_out->fields.resize(__pyx_t_7); /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":170 @@ -14967,9 +15832,10 @@ static void __pyx_f_5_cdec__compute_sufficient_stats(void *__pyx_v_metric_, std: * */ if (unlikely(((PyObject *)__pyx_v_ss) == Py_None)) { - PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()"); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()"); + {__pyx_filename = __pyx_f[5]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __pyx_t_7 = PyList_GET_SIZE(((PyObject *)__pyx_v_ss)); + __pyx_t_7 = PyList_GET_SIZE(((PyObject *)__pyx_v_ss)); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;} for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_7; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; @@ -14980,6 +15846,10 @@ static void __pyx_f_5_cdec__compute_sufficient_stats(void *__pyx_v_metric_, std: * * cdef class Metric: */ + if (unlikely(((PyObject *)__pyx_v_ss) == Py_None)) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable"); + {__pyx_filename = __pyx_f[5]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } __pyx_t_5 = __Pyx_GetItemInt_List(((PyObject *)__pyx_v_ss), __pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_5) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_5); if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -15087,11 +15957,11 @@ static int __pyx_pf_5_cdec_6Metric___cinit__(struct __pyx_obj_5_cdec_Metric *__p static PyObject *__pyx_pw_5_cdec_6Metric_3__call__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static PyObject *__pyx_pw_5_cdec_6Metric_3__call__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_refs = 0; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__refs,0}; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__call__ (wrapper)", 0); { + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__refs,0}; PyObject* values[1] = {0}; if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; @@ -15104,8 +15974,7 @@ static PyObject *__pyx_pw_5_cdec_6Metric_3__call__(PyObject *__pyx_v_self, PyObj kw_args = PyDict_Size(__pyx_kwds); switch (pos_args) { case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__refs); - if (likely(values[0])) kw_args--; + if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__refs)) != 0)) kw_args--; else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { @@ -15230,11 +16099,11 @@ static PyObject *__pyx_pw_5_cdec_6Metric_7evaluate(PyObject *__pyx_v_self, PyObj static PyObject *__pyx_pw_5_cdec_6Metric_7evaluate(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { CYTHON_UNUSED PyObject *__pyx_v_hyp = 0; CYTHON_UNUSED PyObject *__pyx_v_refs = 0; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__hyp,&__pyx_n_s__refs,0}; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("evaluate (wrapper)", 0); { + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__hyp,&__pyx_n_s__refs,0}; PyObject* values[2] = {0,0}; if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; @@ -15248,12 +16117,10 @@ static PyObject *__pyx_pw_5_cdec_6Metric_7evaluate(PyObject *__pyx_v_self, PyObj kw_args = PyDict_Size(__pyx_kwds); switch (pos_args) { case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__hyp); - if (likely(values[0])) kw_args--; + if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__hyp)) != 0)) kw_args--; else goto __pyx_L5_argtuple_error; case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__refs); - if (likely(values[1])) kw_args--; + if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__refs)) != 0)) kw_args--; else { __Pyx_RaiseArgtupleInvalid("evaluate", 1, 2, 2, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } @@ -15334,7 +16201,6 @@ static PyObject *__pyx_pw_5_cdec_3_make_config(PyObject *__pyx_self, PyObject *_ PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("_make_config (wrapper)", 0); - __pyx_self = __pyx_self; __pyx_r = __pyx_pf_5_cdec_2_make_config(__pyx_self, ((PyObject *)__pyx_v_config)); __Pyx_RefNannyFinishContext(); return __pyx_r; @@ -15438,10 +16304,18 @@ static PyObject *__pyx_gb_5_cdec_4generator16(__pyx_GeneratorObject *__pyx_gener for (;;) { if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_1)) { if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; + #else + __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_1)) { if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; + #else + __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_2 = __pyx_t_4(__pyx_t_1); if (unlikely(!__pyx_t_2)) { @@ -15455,27 +16329,33 @@ static PyObject *__pyx_gb_5_cdec_4generator16(__pyx_GeneratorObject *__pyx_gener } if ((likely(PyTuple_CheckExact(__pyx_t_2))) || (PyList_CheckExact(__pyx_t_2))) { PyObject* sequence = __pyx_t_2; + #if CYTHON_COMPILING_IN_CPYTHON + Py_ssize_t size = Py_SIZE(sequence); + #else + Py_ssize_t size = PySequence_Size(sequence); + #endif + if (unlikely(size != 2)) { + if (size > 2) __Pyx_RaiseTooManyValuesError(2); + else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + #if CYTHON_COMPILING_IN_CPYTHON if (likely(PyTuple_CheckExact(sequence))) { - if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { - if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); - else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_5 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_6 = PyTuple_GET_ITEM(sequence, 1); } else { - if (unlikely(PyList_GET_SIZE(sequence) != 2)) { - if (PyList_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); - else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_5 = PyList_GET_ITEM(sequence, 0); __pyx_t_6 = PyList_GET_ITEM(sequence, 1); } __Pyx_INCREF(__pyx_t_5); __Pyx_INCREF(__pyx_t_6); + #else + __pyx_t_5 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - } else { + } else + { Py_ssize_t index = -1; __pyx_t_7 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); @@ -15486,12 +16366,13 @@ static PyObject *__pyx_gb_5_cdec_4generator16(__pyx_GeneratorObject *__pyx_gener index = 1; __pyx_t_6 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_6)) goto __pyx_L6_unpacking_failed; __Pyx_GOTREF(__pyx_t_6); if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_7), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = NULL; __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; goto __pyx_L7_unpacking_done; __pyx_L6_unpacking_failed:; __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); - if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); + __pyx_t_8 = NULL; + if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_L7_unpacking_done:; } @@ -15543,10 +16424,18 @@ static PyObject *__pyx_gb_5_cdec_4generator16(__pyx_GeneratorObject *__pyx_gener for (;;) { if (!__pyx_t_11 && PyList_CheckExact(__pyx_t_2)) { if (__pyx_t_10 >= PyList_GET_SIZE(__pyx_t_2)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_6 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; + #else + __pyx_t_6 = PySequence_ITEM(__pyx_t_2, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_11 && PyTuple_CheckExact(__pyx_t_2)) { if (__pyx_t_10 >= PyTuple_GET_SIZE(__pyx_t_2)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; + #else + __pyx_t_6 = PySequence_ITEM(__pyx_t_2, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_6 = __pyx_t_11(__pyx_t_2); if (unlikely(!__pyx_t_6)) { @@ -15560,27 +16449,33 @@ static PyObject *__pyx_gb_5_cdec_4generator16(__pyx_GeneratorObject *__pyx_gener } if ((likely(PyTuple_CheckExact(__pyx_t_6))) || (PyList_CheckExact(__pyx_t_6))) { PyObject* sequence = __pyx_t_6; + #if CYTHON_COMPILING_IN_CPYTHON + Py_ssize_t size = Py_SIZE(sequence); + #else + Py_ssize_t size = PySequence_Size(sequence); + #endif + if (unlikely(size != 2)) { + if (size > 2) __Pyx_RaiseTooManyValuesError(2); + else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + #if CYTHON_COMPILING_IN_CPYTHON if (likely(PyTuple_CheckExact(sequence))) { - if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { - if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); - else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_5 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_7 = PyTuple_GET_ITEM(sequence, 1); } else { - if (unlikely(PyList_GET_SIZE(sequence) != 2)) { - if (PyList_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); - else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_5 = PyList_GET_ITEM(sequence, 0); __pyx_t_7 = PyList_GET_ITEM(sequence, 1); } __Pyx_INCREF(__pyx_t_5); __Pyx_INCREF(__pyx_t_7); + #else + __pyx_t_5 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - } else { + } else + { Py_ssize_t index = -1; __pyx_t_12 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_12); @@ -15591,12 +16486,13 @@ static PyObject *__pyx_gb_5_cdec_4generator16(__pyx_GeneratorObject *__pyx_gener index = 1; __pyx_t_7 = __pyx_t_8(__pyx_t_12); if (unlikely(!__pyx_t_7)) goto __pyx_L11_unpacking_failed; __Pyx_GOTREF(__pyx_t_7); if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_12), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = NULL; __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; goto __pyx_L12_unpacking_done; __pyx_L11_unpacking_failed:; __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; - if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); - if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); + __pyx_t_8 = NULL; + if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_L12_unpacking_done:; } @@ -15700,10 +16596,18 @@ static PyObject *__pyx_gb_5_cdec_4generator16(__pyx_GeneratorObject *__pyx_gener for (;;) { if (!__pyx_t_11 && PyList_CheckExact(__pyx_t_2)) { if (__pyx_t_10 >= PyList_GET_SIZE(__pyx_t_2)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_6 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; + #else + __pyx_t_6 = PySequence_ITEM(__pyx_t_2, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_11 && PyTuple_CheckExact(__pyx_t_2)) { if (__pyx_t_10 >= PyTuple_GET_SIZE(__pyx_t_2)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; + #else + __pyx_t_6 = PySequence_ITEM(__pyx_t_2, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_6 = __pyx_t_11(__pyx_t_2); if (unlikely(!__pyx_t_6)) { @@ -15827,6 +16731,7 @@ static PyObject *__pyx_gb_5_cdec_4generator16(__pyx_GeneratorObject *__pyx_gener __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } @@ -15836,13 +16741,13 @@ static int __pyx_pw_5_cdec_7Decoder_1__cinit__(PyObject *__pyx_v_self, PyObject static int __pyx_pw_5_cdec_7Decoder_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_config_str = 0; PyObject *__pyx_v_config = 0; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__config_str,0}; int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); __pyx_v_config = PyDict_New(); if (unlikely(!__pyx_v_config)) return -1; __Pyx_GOTREF(__pyx_v_config); { + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__config_str,0}; PyObject* values[1] = {0}; /* "_cdec.pyx":43 @@ -15985,10 +16890,18 @@ static PyObject *__pyx_gb_5_cdec_7Decoder_9__cinit___2generator20(__pyx_Generato for (;;) { if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_2)) { if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_2)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_3 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; + #else + __pyx_t_3 = PySequence_ITEM(__pyx_t_2, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_2)) { if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_2)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; + #else + __pyx_t_3 = PySequence_ITEM(__pyx_t_2, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_3 = __pyx_t_5(__pyx_t_2); if (unlikely(!__pyx_t_3)) { @@ -16037,6 +16950,7 @@ static PyObject *__pyx_gb_5_cdec_7Decoder_9__cinit___2generator20(__pyx_Generato __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; + __Pyx_Generator_clear((PyObject*)__pyx_generator); __Pyx_RefNannyFinishContext(); return NULL; } @@ -16221,7 +17135,7 @@ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *_ * cdef istringstream* config_stream = new istringstream(config_str) * self.dec = new decoder.Decoder(config_stream) # <<<<<<<<<<<<<< * del config_stream - * self.weights = DenseVector() + * self.weights = DenseVector.__new__(DenseVector) */ __pyx_v_self->dec = new Decoder(__pyx_v_config_stream); @@ -16229,7 +17143,7 @@ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *_ * cdef istringstream* config_stream = new istringstream(config_str) * self.dec = new decoder.Decoder(config_stream) * del config_stream # <<<<<<<<<<<<<< - * self.weights = DenseVector() + * self.weights = DenseVector.__new__(DenseVector) * self.weights.vector = &self.dec.CurrentWeightVector() */ delete __pyx_v_config_stream; @@ -16237,12 +17151,13 @@ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *_ /* "_cdec.pyx":58 * self.dec = new decoder.Decoder(config_stream) * del config_stream - * self.weights = DenseVector() # <<<<<<<<<<<<<< + * self.weights = DenseVector.__new__(DenseVector) # <<<<<<<<<<<<<< * self.weights.vector = &self.dec.CurrentWeightVector() - * + * self.weights.owned = True */ - __pyx_t_6 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_DenseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_tp_new(((PyObject*)__pyx_ptype_5_cdec_DenseVector)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); + if (!(likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5_cdec_DenseVector)))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GIVEREF(__pyx_t_6); __Pyx_GOTREF(__pyx_v_self->weights); __Pyx_DECREF(((PyObject *)__pyx_v_self->weights)); @@ -16251,12 +17166,21 @@ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *_ /* "_cdec.pyx":59 * del config_stream - * self.weights = DenseVector() + * self.weights = DenseVector.__new__(DenseVector) * self.weights.vector = &self.dec.CurrentWeightVector() # <<<<<<<<<<<<<< + * self.weights.owned = True + * + */ + __pyx_v_self->weights->vector = (&__pyx_v_self->dec->CurrentWeightVector()); + + /* "_cdec.pyx":60 + * self.weights = DenseVector.__new__(DenseVector) + * self.weights.vector = &self.dec.CurrentWeightVector() + * self.weights.owned = True # <<<<<<<<<<<<<< * * def __dealloc__(self): */ - __pyx_v_self->weights->vector = (&__pyx_v_self->dec->CurrentWeightVector()); + __pyx_v_self->weights->owned = 1; __pyx_r = 0; goto __pyx_L0; @@ -16283,8 +17207,8 @@ static void __pyx_pw_5_cdec_7Decoder_3__dealloc__(PyObject *__pyx_v_self) { __Pyx_RefNannyFinishContext(); } -/* "_cdec.pyx":61 - * self.weights.vector = &self.dec.CurrentWeightVector() +/* "_cdec.pyx":62 + * self.weights.owned = True * * def __dealloc__(self): # <<<<<<<<<<<<<< * del self.dec @@ -16295,7 +17219,7 @@ static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "_cdec.pyx":62 + /* "_cdec.pyx":63 * * def __dealloc__(self): * del self.dec # <<<<<<<<<<<<<< @@ -16318,7 +17242,7 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_7weights_1__get__(PyObject *__pyx_v_se return __pyx_r; } -/* "_cdec.pyx":65 +/* "_cdec.pyx":66 * * property weights: * def __get__(self): # <<<<<<<<<<<<<< @@ -16331,7 +17255,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cd __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__", 0); - /* "_cdec.pyx":66 + /* "_cdec.pyx":67 * property weights: * def __get__(self): * return self.weights # <<<<<<<<<<<<<< @@ -16361,7 +17285,7 @@ static int __pyx_pw_5_cdec_7Decoder_7weights_3__set__(PyObject *__pyx_v_self, Py return __pyx_r; } -/* "_cdec.pyx":68 +/* "_cdec.pyx":69 * return self.weights * * def __set__(self, weights): # <<<<<<<<<<<<<< @@ -16388,7 +17312,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__set__", 0); - /* "_cdec.pyx":69 + /* "_cdec.pyx":70 * * def __set__(self, weights): * if isinstance(weights, DenseVector): # <<<<<<<<<<<<<< @@ -16401,7 +17325,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":70 + /* "_cdec.pyx":71 * def __set__(self, weights): * if isinstance(weights, DenseVector): * self.weights.vector[0] = ( weights).vector[0] # <<<<<<<<<<<<<< @@ -16412,7 +17336,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De goto __pyx_L3; } - /* "_cdec.pyx":71 + /* "_cdec.pyx":72 * if isinstance(weights, DenseVector): * self.weights.vector[0] = ( weights).vector[0] * elif isinstance(weights, SparseVector): # <<<<<<<<<<<<<< @@ -16425,7 +17349,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":72 + /* "_cdec.pyx":73 * self.weights.vector[0] = ( weights).vector[0] * elif isinstance(weights, SparseVector): * self.weights.vector.clear() # <<<<<<<<<<<<<< @@ -16434,23 +17358,23 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De */ __pyx_v_self->weights->vector->clear(); - /* "_cdec.pyx":73 + /* "_cdec.pyx":74 * elif isinstance(weights, SparseVector): * self.weights.vector.clear() * (( weights).vector[0]).init_vector(self.weights.vector) # <<<<<<<<<<<<<< * elif isinstance(weights, dict): - * for fname, fval in weights.items(): + * self.weights.vector.clear() */ (((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_weights)->vector[0]).init_vector(__pyx_v_self->weights->vector); goto __pyx_L3; } - /* "_cdec.pyx":74 + /* "_cdec.pyx":75 * self.weights.vector.clear() * (( weights).vector[0]).init_vector(self.weights.vector) * elif isinstance(weights, dict): # <<<<<<<<<<<<<< + * self.weights.vector.clear() * for fname, fval in weights.items(): - * self.weights[fname] = fval */ __pyx_t_1 = ((PyObject *)((PyObject*)(&PyDict_Type))); __Pyx_INCREF(__pyx_t_1); @@ -16458,23 +17382,32 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":75 + /* "_cdec.pyx":76 * (( weights).vector[0]).init_vector(self.weights.vector) * elif isinstance(weights, dict): + * self.weights.vector.clear() # <<<<<<<<<<<<<< + * for fname, fval in weights.items(): + * self.weights[fname] = fval + */ + __pyx_v_self->weights->vector->clear(); + + /* "_cdec.pyx":77 + * elif isinstance(weights, dict): + * self.weights.vector.clear() * for fname, fval in weights.items(): # <<<<<<<<<<<<<< * self.weights[fname] = fval * else: */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_weights, __pyx_n_s__items); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_weights, __pyx_n_s__items); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (PyList_CheckExact(__pyx_t_3) || PyTuple_CheckExact(__pyx_t_3)) { __pyx_t_1 = __pyx_t_3; __Pyx_INCREF(__pyx_t_1); __pyx_t_4 = 0; __pyx_t_5 = NULL; } else { - __pyx_t_4 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_5 = Py_TYPE(__pyx_t_1)->tp_iternext; } @@ -16482,16 +17415,24 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De for (;;) { if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_1)) { if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_1)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; + #else + __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_1)) { if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_1)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; + #else + __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif } else { __pyx_t_3 = __pyx_t_5(__pyx_t_1); if (unlikely(!__pyx_t_3)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -16499,29 +17440,35 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De } if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) { PyObject* sequence = __pyx_t_3; + #if CYTHON_COMPILING_IN_CPYTHON + Py_ssize_t size = Py_SIZE(sequence); + #else + Py_ssize_t size = PySequence_Size(sequence); + #endif + if (unlikely(size != 2)) { + if (size > 2) __Pyx_RaiseTooManyValuesError(2); + else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + #if CYTHON_COMPILING_IN_CPYTHON if (likely(PyTuple_CheckExact(sequence))) { - if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { - if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); - else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_6 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_7 = PyTuple_GET_ITEM(sequence, 1); } else { - if (unlikely(PyList_GET_SIZE(sequence) != 2)) { - if (PyList_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); - else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } __pyx_t_6 = PyList_GET_ITEM(sequence, 0); __pyx_t_7 = PyList_GET_ITEM(sequence, 1); } __Pyx_INCREF(__pyx_t_6); __Pyx_INCREF(__pyx_t_7); + #else + __pyx_t_6 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - } else { + } else + { Py_ssize_t index = -1; - __pyx_t_8 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_9 = Py_TYPE(__pyx_t_8)->tp_iternext; @@ -16529,14 +17476,15 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De __Pyx_GOTREF(__pyx_t_6); index = 1; __pyx_t_7 = __pyx_t_9(__pyx_t_8); if (unlikely(!__pyx_t_7)) goto __pyx_L6_unpacking_failed; __Pyx_GOTREF(__pyx_t_7); - if (__Pyx_IternextUnpackEndCheck(__pyx_t_9(__pyx_t_8), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_IternextUnpackEndCheck(__pyx_t_9(__pyx_t_8), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = NULL; __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; goto __pyx_L7_unpacking_done; __pyx_L6_unpacking_failed:; __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); - if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = NULL; + if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index); + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_L7_unpacking_done:; } __Pyx_XDECREF(__pyx_v_fname); @@ -16546,40 +17494,40 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De __pyx_v_fval = __pyx_t_7; __pyx_t_7 = 0; - /* "_cdec.pyx":76 - * elif isinstance(weights, dict): + /* "_cdec.pyx":78 + * self.weights.vector.clear() * for fname, fval in weights.items(): * self.weights[fname] = fval # <<<<<<<<<<<<<< * else: * raise TypeError('cannot initialize weights with %s' % type(weights)) */ - if (PyObject_SetItem(((PyObject *)__pyx_v_self->weights), __pyx_v_fname, __pyx_v_fval) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetItem(((PyObject *)__pyx_v_self->weights), __pyx_v_fname, __pyx_v_fval) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; goto __pyx_L3; } /*else*/ { - /* "_cdec.pyx":78 + /* "_cdec.pyx":80 * self.weights[fname] = fval * else: * raise TypeError('cannot initialize weights with %s' % type(weights)) # <<<<<<<<<<<<<< * * property formalism: */ - __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_49), ((PyObject *)Py_TYPE(__pyx_v_weights))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_49), ((PyObject *)Py_TYPE(__pyx_v_weights))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_t_1)); __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_1, 0, 0, 0); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L3:; @@ -16611,12 +17559,12 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_9formalism_1__get__(PyObject *__pyx_v_ return __pyx_r; } -/* "_cdec.pyx":81 +/* "_cdec.pyx":83 * * property formalism: * def __get__(self): # <<<<<<<<<<<<<< * cdef variables_map* conf = &self.dec.GetConf() - * return conf[0]['formalism'].as_str().c_str() + * return conf[0]['formalism'].as_str() */ static PyObject *__pyx_pf_5_cdec_7Decoder_9formalism___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self) { @@ -16629,24 +17577,24 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_9formalism___get__(struct __pyx_obj_5_ int __pyx_clineno = 0; 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__pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_INCREF(__pyx_v_weights); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_weights); __Pyx_GIVEREF(__pyx_v_weights); - __pyx_t_2 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - __pyx_t_3 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -16746,7 +17694,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_v_fp = __pyx_t_4; __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - /* "_cdec.pyx":87 + /* "_cdec.pyx":89 * def read_weights(self, weights): * with open(weights) as fp: * for line in fp: # <<<<<<<<<<<<<< @@ -16757,23 +17705,31 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_t_4 = __pyx_v_fp; __Pyx_INCREF(__pyx_t_4); __pyx_t_8 = 0; __pyx_t_9 = NULL; } else { - __pyx_t_8 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_fp); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_8 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_fp); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_9 = Py_TYPE(__pyx_t_4)->tp_iternext; } for (;;) { if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_4)) { if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_4)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_2 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; + #else + __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L7_error;}; + #endif } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_4)) { if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_4)) break; + #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; + #else + __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L7_error;}; + #endif } else { __pyx_t_2 = __pyx_t_9(__pyx_t_4); if (unlikely(!__pyx_t_2)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L7_error;} } break; } @@ -16783,25 +17739,25 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_v_line = __pyx_t_2; __pyx_t_2 = 0; - /* "_cdec.pyx":88 + /* "_cdec.pyx":90 * with open(weights) as fp: * for line in fp: * if line.strip().startswith('#'): continue # <<<<<<<<<<<<<< * fname, value = line.split() * self.weights[fname.strip()] = float(value) */ - __pyx_t_2 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__strip); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__strip); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__startswith); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__startswith); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_51), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_51), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_10) { goto __pyx_L16_continue; @@ -16809,43 +17765,49 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ } __pyx_L18:; - /* "_cdec.pyx":89 + /* "_cdec.pyx":91 * for line in fp: * if line.strip().startswith('#'): continue * fname, value = line.split() # <<<<<<<<<<<<<< * self.weights[fname.strip()] = float(value) * */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__split); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__split); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if ((likely(PyTuple_CheckExact(__pyx_t_2))) || (PyList_CheckExact(__pyx_t_2))) { PyObject* sequence = __pyx_t_2; + #if CYTHON_COMPILING_IN_CPYTHON + Py_ssize_t size = Py_SIZE(sequence); + #else + Py_ssize_t size = PySequence_Size(sequence); + #endif + if (unlikely(size != 2)) { + if (size > 2) __Pyx_RaiseTooManyValuesError(2); + else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + } + #if CYTHON_COMPILING_IN_CPYTHON if (likely(PyTuple_CheckExact(sequence))) { - if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { - if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); - else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L7_error;} - } __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_11 = PyTuple_GET_ITEM(sequence, 1); } else { - if (unlikely(PyList_GET_SIZE(sequence) != 2)) { - if (PyList_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); - else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L7_error;} - } __pyx_t_1 = PyList_GET_ITEM(sequence, 0); __pyx_t_11 = PyList_GET_ITEM(sequence, 1); } __Pyx_INCREF(__pyx_t_1); __Pyx_INCREF(__pyx_t_11); + #else + __pyx_t_1 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_11 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + #endif __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - } else { + } else + { Py_ssize_t index = -1; - __pyx_t_12 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_12 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_12); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_13 = Py_TYPE(__pyx_t_12)->tp_iternext; @@ -16853,14 +17815,15 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_GOTREF(__pyx_t_1); index = 1; __pyx_t_11 = __pyx_t_13(__pyx_t_12); if (unlikely(!__pyx_t_11)) goto __pyx_L19_unpacking_failed; __Pyx_GOTREF(__pyx_t_11); - if (__Pyx_IternextUnpackEndCheck(__pyx_t_13(__pyx_t_12), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + if (__Pyx_IternextUnpackEndCheck(__pyx_t_13(__pyx_t_12), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_13 = NULL; __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; goto __pyx_L20_unpacking_done; __pyx_L19_unpacking_failed:; __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; - if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); - if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_13 = NULL; + if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index); + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __pyx_L20_unpacking_done:; } __Pyx_XDECREF(__pyx_v_fname); @@ -16870,22 +17833,22 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_v_value = __pyx_t_11; __pyx_t_11 = 0; - /* "_cdec.pyx":90 + /* "_cdec.pyx":92 * if line.strip().startswith('#'): continue * fname, value = line.split() * self.weights[fname.strip()] = float(value) # <<<<<<<<<<<<<< * * def translate(self, sentence, grammar=None): */ - __pyx_t_14 = __Pyx_PyObject_AsDouble(__pyx_v_value); if (unlikely(__pyx_t_14 == ((double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L7_error;} - __pyx_t_2 = PyFloat_FromDouble(__pyx_t_14); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_14 = __Pyx_PyObject_AsDouble(__pyx_v_value); if (unlikely(__pyx_t_14 == ((double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyFloat_FromDouble(__pyx_t_14); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_11 = PyObject_GetAttr(__pyx_v_fname, __pyx_n_s__strip); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_11 = PyObject_GetAttr(__pyx_v_fname, __pyx_n_s__strip); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_11); - __pyx_t_1 = PyObject_Call(__pyx_t_11, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_11, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; - if (PyObject_SetItem(((PyObject *)__pyx_v_self->weights), __pyx_t_1, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + if (PyObject_SetItem(((PyObject *)__pyx_v_self->weights), __pyx_t_1, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_L16_continue:; @@ -16903,7 +17866,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; - /* "_cdec.pyx":86 + /* "_cdec.pyx":88 * * def read_weights(self, weights): * with open(weights) as fp: # <<<<<<<<<<<<<< @@ -16912,11 +17875,11 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ */ /*except:*/ { __Pyx_AddTraceback("_cdec.Decoder.read_weights", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_2, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_2, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_GOTREF(__pyx_t_2); __Pyx_GOTREF(__pyx_t_1); - __pyx_t_11 = PyTuple_New(3); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + __pyx_t_11 = PyTuple_New(3); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __Pyx_GOTREF(__pyx_t_11); __Pyx_INCREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_4); @@ -16929,11 +17892,11 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_GIVEREF(__pyx_t_1); __pyx_t_15 = PyObject_Call(__pyx_t_3, __pyx_t_11, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __Pyx_GOTREF(__pyx_t_15); __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_15); __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0; - if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __pyx_t_16 = (!__pyx_t_10); if (__pyx_t_16) { __Pyx_GIVEREF(__pyx_t_4); @@ -16941,7 +17904,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_GIVEREF(__pyx_t_1); __Pyx_ErrRestore(__pyx_t_4, __pyx_t_2, __pyx_t_1); __pyx_t_4 = 0; __pyx_t_2 = 0; __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} goto __pyx_L23; } __pyx_L23:; @@ -16969,11 +17932,11 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ if (__pyx_t_3) { __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_52, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __pyx_t_16 = __Pyx_PyObject_IsTrue(__pyx_t_7); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - if (unlikely(__pyx_t_16 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__pyx_t_16 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } } goto __pyx_L24; @@ -17008,14 +17971,14 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyO static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_sentence = 0; PyObject *__pyx_v_grammar = 0; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__sentence,&__pyx_n_s__grammar,0}; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("translate (wrapper)", 0); { + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__sentence,&__pyx_n_s__grammar,0}; PyObject* values[2] = {0,0}; - /* "_cdec.pyx":92 + /* "_cdec.pyx":94 * self.weights[fname.strip()] = float(value) * * def translate(self, sentence, grammar=None): # <<<<<<<<<<<<<< @@ -17035,8 +17998,7 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyO kw_args = PyDict_Size(__pyx_kwds); switch (pos_args) { case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sentence); - if (likely(values[0])) kw_args--; + if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sentence)) != 0)) kw_args--; else goto __pyx_L5_argtuple_error; case 1: if (kw_args > 0) { @@ -17045,7 +18007,7 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyO } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "translate") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "translate") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { @@ -17060,7 +18022,7 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyO } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("translate", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("translate", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Decoder.translate", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -17088,7 +18050,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec int __pyx_clineno = 0; __Pyx_RefNannySetupContext("translate", 0); - /* "_cdec.pyx":94 + /* "_cdec.pyx":96 * def translate(self, sentence, grammar=None): * cdef bytes input_str * if isinstance(sentence, unicode) or isinstance(sentence, str): # <<<<<<<<<<<<<< @@ -17110,19 +18072,19 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec } if (__pyx_t_4) { - /* "_cdec.pyx":95 + /* "_cdec.pyx":97 * cdef bytes input_str * if isinstance(sentence, unicode) or isinstance(sentence, str): * input_str = as_str(sentence.strip()) # <<<<<<<<<<<<<< * elif isinstance(sentence, Lattice): * input_str = str(sentence) # PLF format */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyBytes_FromString(__pyx_f_5_cdec_as_str(__pyx_t_5, NULL)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyBytes_FromString(__pyx_f_5_cdec_as_str(__pyx_t_5, NULL)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __pyx_v_input_str = __pyx_t_1; @@ -17130,7 +18092,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec goto __pyx_L3; } - /* "_cdec.pyx":96 + /* "_cdec.pyx":98 * if isinstance(sentence, unicode) or isinstance(sentence, str): * input_str = as_str(sentence.strip()) * elif isinstance(sentence, Lattice): # <<<<<<<<<<<<<< @@ -17143,62 +18105,62 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_4) { - /* "_cdec.pyx":97 + /* "_cdec.pyx":99 * input_str = as_str(sentence.strip()) * elif isinstance(sentence, Lattice): * input_str = str(sentence) # PLF format # <<<<<<<<<<<<<< * else: * raise TypeError('Cannot translate input type %s' % type(sentence)) */ - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_INCREF(__pyx_v_sentence); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_sentence); __Pyx_GIVEREF(__pyx_v_sentence); - __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - if (!(likely(PyBytes_CheckExact(__pyx_t_5))||((__pyx_t_5) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected bytes, got %.200s", Py_TYPE(__pyx_t_5)->tp_name), 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyBytes_CheckExact(__pyx_t_5))||((__pyx_t_5) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected bytes, got %.200s", Py_TYPE(__pyx_t_5)->tp_name), 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_input_str = ((PyObject*)__pyx_t_5); __pyx_t_5 = 0; goto __pyx_L3; } /*else*/ { - /* "_cdec.pyx":99 + /* "_cdec.pyx":101 * input_str = str(sentence) # PLF format * else: * raise TypeError('Cannot translate input type %s' % type(sentence)) # <<<<<<<<<<<<<< * if grammar: * if isinstance(grammar, str) or isinstance(grammar, unicode): */ - __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_53), ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_53), ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_5)); - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_5)); __Pyx_GIVEREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; - __pyx_t_5 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __Pyx_Raise(__pyx_t_5, 0, 0, 0); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L3:; - /* "_cdec.pyx":100 + /* "_cdec.pyx":102 * else: * raise TypeError('Cannot translate input type %s' % type(sentence)) * if grammar: # <<<<<<<<<<<<<< * if isinstance(grammar, str) or isinstance(grammar, unicode): * self.dec.AddSupplementalGrammarFromString(string(as_str(grammar))) */ - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_grammar); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_grammar); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_4) { - /* "_cdec.pyx":101 + /* "_cdec.pyx":103 * raise TypeError('Cannot translate input type %s' % type(sentence)) * if grammar: * if isinstance(grammar, str) or isinstance(grammar, unicode): # <<<<<<<<<<<<<< @@ -17220,7 +18182,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec } if (__pyx_t_3) { - /* "_cdec.pyx":102 + /* "_cdec.pyx":104 * if grammar: * if isinstance(grammar, str) or isinstance(grammar, unicode): * self.dec.AddSupplementalGrammarFromString(string(as_str(grammar))) # <<<<<<<<<<<<<< @@ -17232,19 +18194,19 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec } /*else*/ { - /* "_cdec.pyx":104 + /* "_cdec.pyx":106 * self.dec.AddSupplementalGrammarFromString(string(as_str(grammar))) * else: * self.dec.AddSupplementalGrammar(TextGrammar(grammar).grammar[0]) # <<<<<<<<<<<<<< * cdef decoder.BasicObserver observer = decoder.BasicObserver() * self.dec.Decode(string(input_str), &observer) */ - __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_INCREF(__pyx_v_grammar); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_grammar); __Pyx_GIVEREF(__pyx_v_grammar); - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_TextGrammar)), ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_TextGrammar)), ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; __pyx_v_self->dec->AddSupplementalGrammar((((struct __pyx_obj_5_cdec_TextGrammar *)__pyx_t_1)->__pyx_base.grammar[0])); @@ -17255,7 +18217,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec } __pyx_L4:; - /* "_cdec.pyx":105 + /* "_cdec.pyx":107 * else: * self.dec.AddSupplementalGrammar(TextGrammar(grammar).grammar[0]) * cdef decoder.BasicObserver observer = decoder.BasicObserver() # <<<<<<<<<<<<<< @@ -17264,17 +18226,17 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec */ __pyx_v_observer = BasicObserver(); - /* "_cdec.pyx":106 + /* "_cdec.pyx":108 * self.dec.AddSupplementalGrammar(TextGrammar(grammar).grammar[0]) * cdef decoder.BasicObserver observer = decoder.BasicObserver() * self.dec.Decode(string(input_str), &observer) # <<<<<<<<<<<<<< * if observer.hypergraph == NULL: * raise ParseFailed() */ - __pyx_t_6 = PyBytes_AsString(((PyObject *)__pyx_v_input_str)); if (unlikely((!__pyx_t_6) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyBytes_AsString(((PyObject *)__pyx_v_input_str)); if (unlikely((!__pyx_t_6) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->dec->Decode(std::string(__pyx_t_6), (&__pyx_v_observer)); - /* "_cdec.pyx":107 + /* "_cdec.pyx":109 * cdef decoder.BasicObserver observer = decoder.BasicObserver() * self.dec.Decode(string(input_str), &observer) * if observer.hypergraph == NULL: # <<<<<<<<<<<<<< @@ -17284,38 +18246,38 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __pyx_t_3 = (__pyx_v_observer.hypergraph == NULL); if (__pyx_t_3) { - /* "_cdec.pyx":108 + /* "_cdec.pyx":110 * self.dec.Decode(string(input_str), &observer) * if observer.hypergraph == NULL: * raise ParseFailed() # <<<<<<<<<<<<<< * cdef Hypergraph hg = Hypergraph() * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) */ - __pyx_t_1 = __Pyx_GetName(__pyx_m, __pyx_n_s__ParseFailed); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_GetName(__pyx_m, __pyx_n_s__ParseFailed); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_Raise(__pyx_t_5, 0, 0, 0); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} goto __pyx_L6; } __pyx_L6:; - /* "_cdec.pyx":109 + /* "_cdec.pyx":111 * if observer.hypergraph == NULL: * raise ParseFailed() * cdef Hypergraph hg = Hypergraph() # <<<<<<<<<<<<<< * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) * return hg */ - __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Hypergraph)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Hypergraph)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __pyx_v_hg = ((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_t_5); __pyx_t_5 = 0; - /* "_cdec.pyx":110 + /* "_cdec.pyx":112 * raise ParseFailed() * cdef Hypergraph hg = Hypergraph() * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) # <<<<<<<<<<<<<< @@ -17323,7 +18285,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec */ __pyx_v_hg->hg = new Hypergraph((__pyx_v_observer.hypergraph[0])); - /* "_cdec.pyx":111 + /* "_cdec.pyx":113 * cdef Hypergraph hg = Hypergraph() * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) * return hg # <<<<<<<<<<<<<< @@ -17348,13 +18310,65 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec return __pyx_r; } -static PyObject *__pyx_tp_new_5_cdec_DenseVector(PyTypeObject *t, PyObject *a, PyObject *k) { +/* "string.to_py":25 + * + * @cname("__pyx_convert_string_to_py_") + * cdef object __pyx_convert_string_to_py_(string& s): # <<<<<<<<<<<<<< + * return s.data()[:s.size()] + * + */ + +static PyObject *__pyx_convert_string_to_py_(const std::string &__pyx_v_s) { + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__pyx_convert_string_to_py_", 0); + + /* "string.to_py":26 + * @cname("__pyx_convert_string_to_py_") + * cdef object __pyx_convert_string_to_py_(string& s): + * return s.data()[:s.size()] # <<<<<<<<<<<<<< + * + * + */ + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = PyBytes_FromStringAndSize(__pyx_v_s.data() + 0, __pyx_v_s.size() - 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + __pyx_r = ((PyObject *)__pyx_t_1); + __pyx_t_1 = 0; + goto __pyx_L0; + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_AddTraceback("string.to_py.__pyx_convert_string_to_py_", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +static PyObject *__pyx_tp_new_5_cdec_DenseVector(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; } static void __pyx_tp_dealloc_5_cdec_DenseVector(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_11DenseVector_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } (*Py_TYPE(o)->tp_free)(o); } static PyObject *__pyx_sq_item_5_cdec_DenseVector(PyObject *o, Py_ssize_t i) { @@ -17367,7 +18381,7 @@ static PyObject *__pyx_sq_item_5_cdec_DenseVector(PyObject *o, Py_ssize_t i) { static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, PyObject *v) { if (v) { - return __pyx_pw_5_cdec_11DenseVector_5__setitem__(o, i, v); + return __pyx_pw_5_cdec_11DenseVector_9__setitem__(o, i, v); } else { PyErr_Format(PyExc_NotImplementedError, @@ -17377,8 +18391,8 @@ static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, P } static PyMethodDef __pyx_methods_5_cdec_DenseVector[] = { - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_10dot, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_12tosparse, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_14dot, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_16tosparse, METH_NOARGS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; @@ -17441,7 +18455,7 @@ static PyNumberMethods __pyx_tp_as_number_DenseVector = { }; static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { - __pyx_pw_5_cdec_11DenseVector_1__len__, /*sq_length*/ + __pyx_pw_5_cdec_11DenseVector_5__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ __pyx_sq_item_5_cdec_DenseVector, /*sq_item*/ @@ -17454,8 +18468,8 @@ static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { }; static PyMappingMethods __pyx_tp_as_mapping_DenseVector = { - __pyx_pw_5_cdec_11DenseVector_1__len__, /*mp_length*/ - __pyx_pw_5_cdec_11DenseVector_3__getitem__, /*mp_subscript*/ + __pyx_pw_5_cdec_11DenseVector_5__len__, /*mp_length*/ + __pyx_pw_5_cdec_11DenseVector_7__getitem__, /*mp_subscript*/ __pyx_mp_ass_subscript_5_cdec_DenseVector, /*mp_ass_subscript*/ }; @@ -17510,7 +18524,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_11DenseVector_7__iter__, /*tp_iter*/ + __pyx_pw_5_cdec_11DenseVector_11__iter__, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_5_cdec_DenseVector, /*tp_methods*/ 0, /*tp_members*/ @@ -17520,7 +18534,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ - 0, /*tp_init*/ + __pyx_pw_5_cdec_11DenseVector_1__init__, /*tp_init*/ 0, /*tp_alloc*/ __pyx_tp_new_5_cdec_DenseVector, /*tp_new*/ 0, /*tp_free*/ @@ -17536,7 +18550,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; @@ -17547,7 +18561,7 @@ static void __pyx_tp_dealloc_5_cdec_SparseVector(PyObject *o) { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_12SparseVector_1__dealloc__(o); + __pyx_pw_5_cdec_12SparseVector_3__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); @@ -17564,7 +18578,7 @@ static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) { if (v) { - return __pyx_pw_5_cdec_12SparseVector_7__setitem__(o, i, v); + return __pyx_pw_5_cdec_12SparseVector_9__setitem__(o, i, v); } else { PyErr_Format(PyExc_NotImplementedError, @@ -17574,22 +18588,22 @@ static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, } static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = { - {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_3copy, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_12dot, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_5copy, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_14dot, METH_O, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; static PyNumberMethods __pyx_tp_as_number_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_30__add__, /*nb_add*/ - __pyx_pw_5_cdec_12SparseVector_32__sub__, /*nb_subtract*/ - __pyx_pw_5_cdec_12SparseVector_34__mul__, /*nb_multiply*/ + __pyx_pw_5_cdec_12SparseVector_32__add__, /*nb_add*/ + __pyx_pw_5_cdec_12SparseVector_34__sub__, /*nb_subtract*/ + __pyx_pw_5_cdec_12SparseVector_36__mul__, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_36__div__, /*nb_divide*/ + __pyx_pw_5_cdec_12SparseVector_38__div__, /*nb_divide*/ #endif 0, /*nb_remainder*/ 0, /*nb_divmod*/ 0, /*nb_power*/ - __pyx_pw_5_cdec_12SparseVector_20__neg__, /*nb_negative*/ + __pyx_pw_5_cdec_12SparseVector_22__neg__, /*nb_negative*/ 0, /*nb_positive*/ 0, /*nb_absolute*/ 0, /*nb_nonzero*/ @@ -17615,11 +18629,11 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - __pyx_pw_5_cdec_12SparseVector_22__iadd__, /*nb_inplace_add*/ - __pyx_pw_5_cdec_12SparseVector_24__isub__, /*nb_inplace_subtract*/ - __pyx_pw_5_cdec_12SparseVector_26__imul__, /*nb_inplace_multiply*/ + __pyx_pw_5_cdec_12SparseVector_24__iadd__, /*nb_inplace_add*/ + __pyx_pw_5_cdec_12SparseVector_26__isub__, /*nb_inplace_subtract*/ + __pyx_pw_5_cdec_12SparseVector_28__imul__, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_28__idiv__, /*nb_inplace_divide*/ + __pyx_pw_5_cdec_12SparseVector_30__idiv__, /*nb_inplace_divide*/ #endif 0, /*nb_inplace_remainder*/ 0, /*nb_inplace_power*/ @@ -17638,21 +18652,21 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { }; static PySequenceMethods __pyx_tp_as_sequence_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_16__len__, /*sq_length*/ + __pyx_pw_5_cdec_12SparseVector_18__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ __pyx_sq_item_5_cdec_SparseVector, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ - __pyx_pw_5_cdec_12SparseVector_18__contains__, /*sq_contains*/ + __pyx_pw_5_cdec_12SparseVector_20__contains__, /*sq_contains*/ 0, /*sq_inplace_concat*/ 0, /*sq_inplace_repeat*/ }; static PyMappingMethods __pyx_tp_as_mapping_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_16__len__, /*mp_length*/ - __pyx_pw_5_cdec_12SparseVector_5__getitem__, /*mp_subscript*/ + __pyx_pw_5_cdec_12SparseVector_18__len__, /*mp_length*/ + __pyx_pw_5_cdec_12SparseVector_7__getitem__, /*mp_subscript*/ __pyx_mp_ass_subscript_5_cdec_SparseVector, /*mp_ass_subscript*/ }; @@ -17705,9 +18719,9 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ - __pyx_pw_5_cdec_12SparseVector_14__richcmp__, /*tp_richcompare*/ + __pyx_pw_5_cdec_12SparseVector_16__richcmp__, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_12SparseVector_9__iter__, /*tp_iter*/ + __pyx_pw_5_cdec_12SparseVector_11__iter__, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_5_cdec_SparseVector, /*tp_methods*/ 0, /*tp_members*/ @@ -17717,7 +18731,7 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ - 0, /*tp_init*/ + __pyx_pw_5_cdec_12SparseVector_1__init__, /*tp_init*/ 0, /*tp_alloc*/ __pyx_tp_new_5_cdec_SparseVector, /*tp_new*/ 0, /*tp_free*/ @@ -17733,7 +18747,7 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_NT(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_NT(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; @@ -17743,11 +18757,11 @@ static void __pyx_tp_dealloc_5_cdec_NT(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_2NT_cat(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_2NT_cat(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_2NT_3cat_1__get__(o); } -static int __pyx_setprop_5_cdec_2NT_cat(PyObject *o, PyObject *v, void *x) { +static int __pyx_setprop_5_cdec_2NT_cat(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_5_cdec_2NT_3cat_3__set__(o, v); } @@ -17757,11 +18771,11 @@ static int __pyx_setprop_5_cdec_2NT_cat(PyObject *o, PyObject *v, void *x) { } } -static PyObject *__pyx_getprop_5_cdec_2NT_ref(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_2NT_ref(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_2NT_3ref_1__get__(o); } -static int __pyx_setprop_5_cdec_2NT_ref(PyObject *o, PyObject *v, void *x) { +static int __pyx_setprop_5_cdec_2NT_ref(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_5_cdec_2NT_3ref_3__set__(o, v); } @@ -17935,7 +18949,7 @@ static PyTypeObject __pyx_type_5_cdec_NT = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_NTRef(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_NTRef(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; @@ -17945,11 +18959,11 @@ static void __pyx_tp_dealloc_5_cdec_NTRef(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_5NTRef_ref(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_5NTRef_ref(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_5NTRef_3ref_1__get__(o); } -static int __pyx_setprop_5_cdec_5NTRef_ref(PyObject *o, PyObject *v, void *x) { +static int __pyx_setprop_5_cdec_5NTRef_ref(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_5_cdec_5NTRef_3ref_3__set__(o, v); } @@ -18122,18 +19136,18 @@ static PyTypeObject __pyx_type_5_cdec_NTRef = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_BaseTRule(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_TRule(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; } -static void __pyx_tp_dealloc_5_cdec_BaseTRule(PyObject *o) { +static void __pyx_tp_dealloc_5_cdec_TRule(PyObject *o) { { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_9BaseTRule_1__dealloc__(o); + __pyx_pw_5_cdec_5TRule_3__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); @@ -18141,31 +19155,17 @@ static void __pyx_tp_dealloc_5_cdec_BaseTRule(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_9BaseTRule_arity(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9BaseTRule_5arity_1__get__(o); -} - -static PyObject *__pyx_getprop_5_cdec_9BaseTRule_f(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9BaseTRule_1f_1__get__(o); -} - -static int __pyx_setprop_5_cdec_9BaseTRule_f(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_5_cdec_9BaseTRule_1f_3__set__(o, v); - } - else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; - } +static PyObject *__pyx_getprop_5_cdec_5TRule_arity(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_5arity_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_9BaseTRule_e(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9BaseTRule_1e_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_5TRule_f(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_1f_1__get__(o); } -static int __pyx_setprop_5_cdec_9BaseTRule_e(PyObject *o, PyObject *v, void *x) { +static int __pyx_setprop_5_cdec_5TRule_f(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { - return __pyx_pw_5_cdec_9BaseTRule_1e_3__set__(o, v); + return __pyx_pw_5_cdec_5TRule_1f_3__set__(o, v); } else { PyErr_SetString(PyExc_NotImplementedError, "__del__"); @@ -18173,13 +19173,13 @@ static int __pyx_setprop_5_cdec_9BaseTRule_e(PyObject *o, PyObject *v, void *x) } } -static PyObject *__pyx_getprop_5_cdec_9BaseTRule_a(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9BaseTRule_1a_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_5TRule_e(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_1e_1__get__(o); } -static int __pyx_setprop_5_cdec_9BaseTRule_a(PyObject *o, PyObject *v, void *x) { +static int __pyx_setprop_5_cdec_5TRule_e(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { - return __pyx_pw_5_cdec_9BaseTRule_1a_4__set__(o, v); + return __pyx_pw_5_cdec_5TRule_1e_3__set__(o, v); } else { PyErr_SetString(PyExc_NotImplementedError, "__del__"); @@ -18187,13 +19187,13 @@ static int __pyx_setprop_5_cdec_9BaseTRule_a(PyObject *o, PyObject *v, void *x) } } -static PyObject *__pyx_getprop_5_cdec_9BaseTRule_scores(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9BaseTRule_6scores_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_5TRule_a(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_1a_1__get__(o); } -static int __pyx_setprop_5_cdec_9BaseTRule_scores(PyObject *o, PyObject *v, void *x) { +static int __pyx_setprop_5_cdec_5TRule_a(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { - return __pyx_pw_5_cdec_9BaseTRule_6scores_3__set__(o, v); + return __pyx_pw_5_cdec_5TRule_1a_4__set__(o, v); } else { PyErr_SetString(PyExc_NotImplementedError, "__del__"); @@ -18201,201 +19201,48 @@ static int __pyx_setprop_5_cdec_9BaseTRule_scores(PyObject *o, PyObject *v, void } } -static PyObject *__pyx_getprop_5_cdec_9BaseTRule_lhs(PyObject *o, void *x) { - return __pyx_pw_5_cdec_9BaseTRule_3lhs_1__get__(o); +static PyObject *__pyx_getprop_5_cdec_5TRule_scores(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_6scores_1__get__(o); } -static int __pyx_setprop_5_cdec_9BaseTRule_lhs(PyObject *o, PyObject *v, void *x) { +static int __pyx_setprop_5_cdec_5TRule_scores(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { - return __pyx_pw_5_cdec_9BaseTRule_3lhs_3__set__(o, v); - } - else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; + return __pyx_pw_5_cdec_5TRule_6scores_3__set__(o, v); } -} - -static PyMethodDef __pyx_methods_5_cdec_BaseTRule[] = { - {0, 0, 0, 0} -}; - -static struct PyGetSetDef __pyx_getsets_5_cdec_BaseTRule[] = { - {(char *)"arity", __pyx_getprop_5_cdec_9BaseTRule_arity, 0, 0, 0}, - {(char *)"f", __pyx_getprop_5_cdec_9BaseTRule_f, __pyx_setprop_5_cdec_9BaseTRule_f, 0, 0}, - {(char *)"e", __pyx_getprop_5_cdec_9BaseTRule_e, __pyx_setprop_5_cdec_9BaseTRule_e, 0, 0}, - {(char *)"a", __pyx_getprop_5_cdec_9BaseTRule_a, __pyx_setprop_5_cdec_9BaseTRule_a, 0, 0}, - {(char *)"scores", __pyx_getprop_5_cdec_9BaseTRule_scores, __pyx_setprop_5_cdec_9BaseTRule_scores, 0, 0}, - {(char *)"lhs", __pyx_getprop_5_cdec_9BaseTRule_lhs, __pyx_setprop_5_cdec_9BaseTRule_lhs, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_BaseTRule = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 0, /*nb_lshift*/ - 0, /*nb_rshift*/ - 0, /*nb_and*/ - 0, /*nb_xor*/ - 0, /*nb_or*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_coerce*/ - #endif - 0, /*nb_int*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_long*/ - #else - 0, /*reserved*/ - #endif - 0, /*nb_float*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_oct*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*nb_hex*/ - #endif - 0, /*nb_inplace_add*/ - 0, /*nb_inplace_subtract*/ - 0, /*nb_inplace_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_inplace_divide*/ - #endif - 0, /*nb_inplace_remainder*/ - 0, /*nb_inplace_power*/ - 0, /*nb_inplace_lshift*/ - 0, /*nb_inplace_rshift*/ - 0, /*nb_inplace_and*/ - 0, /*nb_inplace_xor*/ - 0, /*nb_inplace_or*/ - 0, /*nb_floor_divide*/ - 0, /*nb_true_divide*/ - 0, /*nb_inplace_floor_divide*/ - 0, /*nb_inplace_true_divide*/ - #if PY_VERSION_HEX >= 0x02050000 - 0, /*nb_index*/ - #endif -}; - -static PySequenceMethods __pyx_tp_as_sequence_BaseTRule = { - 0, /*sq_length*/ - 0, /*sq_concat*/ - 0, /*sq_repeat*/ - 0, /*sq_item*/ - 0, /*sq_slice*/ - 0, /*sq_ass_item*/ - 0, /*sq_ass_slice*/ - 0, /*sq_contains*/ - 0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_BaseTRule = { - 0, /*mp_length*/ - 0, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_BaseTRule = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_5_cdec_BaseTRule = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.BaseTRule"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_BaseTRule), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_BaseTRule, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - &__pyx_tp_as_number_BaseTRule, /*tp_as_number*/ - &__pyx_tp_as_sequence_BaseTRule, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_BaseTRule, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - __pyx_pw_5_cdec_9BaseTRule_3__str__, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_BaseTRule, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ - 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ - 0, /*tp_richcompare*/ - 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_methods_5_cdec_BaseTRule, /*tp_methods*/ - 0, /*tp_members*/ - __pyx_getsets_5_cdec_BaseTRule, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_BaseTRule, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} -static PyObject *__pyx_tp_new_5_cdec_TRule(PyTypeObject *t, PyObject *a, PyObject *k) { - PyObject *o = __pyx_tp_new_5_cdec_BaseTRule(t, a, k); - if (!o) return 0; - if (__pyx_pw_5_cdec_5TRule_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; +static PyObject *__pyx_getprop_5_cdec_5TRule_lhs(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_3lhs_1__get__(o); +} + +static int __pyx_setprop_5_cdec_5TRule_lhs(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_5TRule_3lhs_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; } - return o; } static PyMethodDef __pyx_methods_5_cdec_TRule[] = { {0, 0, 0, 0} }; +static struct PyGetSetDef __pyx_getsets_5_cdec_TRule[] = { + {(char *)"arity", __pyx_getprop_5_cdec_5TRule_arity, 0, 0, 0}, + {(char *)"f", __pyx_getprop_5_cdec_5TRule_f, __pyx_setprop_5_cdec_5TRule_f, 0, 0}, + {(char *)"e", __pyx_getprop_5_cdec_5TRule_e, __pyx_setprop_5_cdec_5TRule_e, 0, 0}, + {(char *)"a", __pyx_getprop_5_cdec_5TRule_a, __pyx_setprop_5_cdec_5TRule_a, 0, 0}, + {(char *)"scores", __pyx_getprop_5_cdec_5TRule_scores, __pyx_setprop_5_cdec_5TRule_scores, 0, 0}, + {(char *)"lhs", __pyx_getprop_5_cdec_5TRule_lhs, __pyx_setprop_5_cdec_5TRule_lhs, 0, 0}, + {0, 0, 0, 0, 0} +}; + static PyNumberMethods __pyx_tp_as_number_TRule = { 0, /*nb_add*/ 0, /*nb_subtract*/ @@ -18499,7 +19346,7 @@ static PyTypeObject __pyx_type_5_cdec_TRule = { __Pyx_NAMESTR("_cdec.TRule"), /*tp_name*/ sizeof(struct __pyx_obj_5_cdec_TRule), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_BaseTRule, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_TRule, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -18514,7 +19361,7 @@ static PyTypeObject __pyx_type_5_cdec_TRule = { &__pyx_tp_as_mapping_TRule, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - 0, /*tp_str*/ + __pyx_pw_5_cdec_5TRule_5__str__, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ &__pyx_tp_as_buffer_TRule, /*tp_as_buffer*/ @@ -18528,13 +19375,13 @@ static PyTypeObject __pyx_type_5_cdec_TRule = { 0, /*tp_iternext*/ __pyx_methods_5_cdec_TRule, /*tp_methods*/ 0, /*tp_members*/ - 0, /*tp_getset*/ + __pyx_getsets_5_cdec_TRule, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ - 0, /*tp_init*/ + __pyx_pw_5_cdec_5TRule_1__init__, /*tp_init*/ 0, /*tp_alloc*/ __pyx_tp_new_5_cdec_TRule, /*tp_new*/ 0, /*tp_free*/ @@ -18550,7 +19397,7 @@ static PyTypeObject __pyx_type_5_cdec_TRule = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Grammar(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Grammar(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; @@ -18569,11 +19416,11 @@ static void __pyx_tp_dealloc_5_cdec_Grammar(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_7Grammar_name(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_7Grammar_name(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_7Grammar_4name_1__get__(o); } -static int __pyx_setprop_5_cdec_7Grammar_name(PyObject *o, PyObject *v, void *x) { +static int __pyx_setprop_5_cdec_7Grammar_name(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_5_cdec_7Grammar_4name_3__set__(o, v); } @@ -18887,7 +19734,11 @@ static PyTypeObject __pyx_type_5_cdec_TextGrammar = { 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ + #if CYTHON_COMPILING_IN_PYPY + __pyx_pw_5_cdec_7Grammar_3__iter__, /*tp_iter*/ + #else 0, /*tp_iter*/ + #endif 0, /*tp_iternext*/ __pyx_methods_5_cdec_TextGrammar, /*tp_methods*/ 0, /*tp_members*/ @@ -18913,7 +19764,7 @@ static PyTypeObject __pyx_type_5_cdec_TextGrammar = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; @@ -18932,19 +19783,19 @@ static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_10Hypergraph_edges(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_edges(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_10Hypergraph_5edges_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_10Hypergraph_nodes(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_nodes(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_10Hypergraph_5nodes_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_10Hypergraph_goal(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_goal(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_10Hypergraph_4goal_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_10Hypergraph_npaths(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_npaths(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_10Hypergraph_6npaths_1__get__(o); } @@ -19128,13 +19979,13 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { }; static struct __pyx_vtabstruct_5_cdec_HypergraphEdge __pyx_vtable_5_cdec_HypergraphEdge; -static PyObject *__pyx_tp_new_5_cdec_HypergraphEdge(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_HypergraphEdge(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec_HypergraphEdge *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; p = ((struct __pyx_obj_5_cdec_HypergraphEdge *)o); p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphEdge; - p->trule = ((struct __pyx_obj_5_cdec_BaseTRule *)Py_None); Py_INCREF(Py_None); + p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); return o; } @@ -19157,36 +20008,36 @@ static int __pyx_tp_clear_5_cdec_HypergraphEdge(PyObject *o) { struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; PyObject* tmp; tmp = ((PyObject*)p->trule); - p->trule = ((struct __pyx_obj_5_cdec_BaseTRule *)Py_None); Py_INCREF(Py_None); + p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_head_node(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_head_node(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_14HypergraphEdge_9head_node_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_14HypergraphEdge_10tail_nodes_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_span(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_span(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_14HypergraphEdge_4span_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_feature_values(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_feature_values(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_prob(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_prob(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_14HypergraphEdge_4prob_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_trule(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_trule(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(o); } -static int __pyx_setprop_5_cdec_14HypergraphEdge_trule(PyObject *o, PyObject *v, void *x) { +static int __pyx_setprop_5_cdec_14HypergraphEdge_trule(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_5_cdec_14HypergraphEdge_5trule_3__set__(o, v); } @@ -19364,7 +20215,7 @@ static PyTypeObject __pyx_type_5_cdec_HypergraphEdge = { }; static struct __pyx_vtabstruct_5_cdec_HypergraphNode __pyx_vtable_5_cdec_HypergraphNode; -static PyObject *__pyx_tp_new_5_cdec_HypergraphNode(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_HypergraphNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec_HypergraphNode *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -19377,19 +20228,19 @@ static void __pyx_tp_dealloc_5_cdec_HypergraphNode(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_in_edges(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_in_edges(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_14HypergraphNode_8in_edges_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_out_edges(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_out_edges(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_14HypergraphNode_9out_edges_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_span(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_span(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_14HypergraphNode_4span_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_cat(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_cat(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_14HypergraphNode_3cat_1__get__(o); } @@ -19573,7 +20424,7 @@ static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); - __pyx_pw_5_cdec_7Lattice_14__dealloc__(o); + __pyx_pw_5_cdec_7Lattice_3__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); @@ -19590,7 +20441,7 @@ static PyObject *__pyx_sq_item_5_cdec_Lattice(PyObject *o, Py_ssize_t i) { static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) { if (v) { - return __pyx_pw_5_cdec_7Lattice_5__setitem__(o, i, v); + return __pyx_pw_5_cdec_7Lattice_7__setitem__(o, i, v); } else { PyErr_Format(PyExc_NotImplementedError, @@ -19663,7 +20514,7 @@ static PyNumberMethods __pyx_tp_as_number_Lattice = { }; static PySequenceMethods __pyx_tp_as_sequence_Lattice = { - __pyx_pw_5_cdec_7Lattice_7__len__, /*sq_length*/ + __pyx_pw_5_cdec_7Lattice_9__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ __pyx_sq_item_5_cdec_Lattice, /*sq_item*/ @@ -19676,8 +20527,8 @@ static PySequenceMethods __pyx_tp_as_sequence_Lattice = { }; static PyMappingMethods __pyx_tp_as_mapping_Lattice = { - __pyx_pw_5_cdec_7Lattice_7__len__, /*mp_length*/ - __pyx_pw_5_cdec_7Lattice_3__getitem__, /*mp_subscript*/ + __pyx_pw_5_cdec_7Lattice_9__len__, /*mp_length*/ + __pyx_pw_5_cdec_7Lattice_5__getitem__, /*mp_subscript*/ __pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/ }; @@ -19722,7 +20573,7 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - __pyx_pw_5_cdec_7Lattice_9__str__, /*tp_str*/ + __pyx_pw_5_cdec_7Lattice_11__str__, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ &__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/ @@ -19732,7 +20583,7 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_7Lattice_11__iter__, /*tp_iter*/ + __pyx_pw_5_cdec_7Lattice_13__iter__, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_5_cdec_Lattice, /*tp_methods*/ 0, /*tp_members*/ @@ -19758,7 +20609,7 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; @@ -19768,19 +20619,19 @@ static void __pyx_tp_dealloc_5_cdec_Candidate(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_9Candidate_5words_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_9Candidate_4fmap_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_9Candidate_5score_1__get__(o); } -static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, void *x) { +static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_5_cdec_9Candidate_5score_3__set__(o, v); } @@ -19955,7 +20806,7 @@ static PyTypeObject __pyx_type_5_cdec_Candidate = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; @@ -19981,11 +20832,11 @@ static PyObject *__pyx_sq_item_5_cdec_SufficientStats(PyObject *o, Py_ssize_t i) return r; } -static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o); } -static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(o); } @@ -20341,7 +21192,7 @@ static PyTypeObject __pyx_type_5_cdec_CandidateSet = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; return o; @@ -20700,7 +21551,7 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Metric(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec_Metric(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec_Metric *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -20941,11 +21792,11 @@ static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) { return 0; } -static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_7Decoder_7weights_1__get__(o); } -static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) { +static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v); } @@ -20955,7 +21806,7 @@ static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void } } -static PyObject *__pyx_getprop_5_cdec_7Decoder_formalism(PyObject *o, void *x) { +static PyObject *__pyx_getprop_5_cdec_7Decoder_formalism(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_7Decoder_9formalism_1__get__(o); } @@ -21125,7 +21976,7 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -21316,7 +22167,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -21507,7 +22358,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2__phrase(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2__phrase(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -21698,7 +22549,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2__phrase = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -21905,7 +22756,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_genexpr = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4___get__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -21933,7 +22784,7 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4___get__(PyObject *o) { struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_BaseTRule *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } @@ -22096,7 +22947,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4___get__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5___str__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5___str__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -22124,7 +22975,7 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5___str__(PyObject *o) { struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_BaseTRule *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } @@ -22287,7 +23138,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5___str__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -22494,7 +23345,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6_genexpr = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -22693,7 +23544,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_kbest(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -22892,7 +23743,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_kbest = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9_kbest_trees(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9_kbest_trees(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -23107,7 +23958,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9_kbest_trees = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10_kbest_features(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10_kbest_features(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -23314,7 +24165,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10_kbest_features = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_11_sample(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_11_sample(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -23505,7 +24356,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_11_sample = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_12___get__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_12___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -23696,7 +24547,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_12___get__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_13___get__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_13___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -23887,7 +24738,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_13___get__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_14___get__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_14___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -24078,7 +24929,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_14___get__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_15___get__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_15___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -24269,7 +25120,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_15___get__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_16___get__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_16___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -24460,7 +25311,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_16___get__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_17___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_17___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -24651,7 +25502,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_17___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_18_todot(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_18_todot(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -24842,7 +25693,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_18_todot = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_19_lines(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_19_lines(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -25081,7 +25932,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_19_lines = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_20___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_20___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -25288,7 +26139,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_20___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_21___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_21___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -25479,7 +26330,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_21___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_22__make_config(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_22__make_config(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -25718,7 +26569,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_22__make_config = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_23___cinit__(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_23___cinit__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -25909,7 +26760,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_23___cinit__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_24_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_24_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -26135,7 +26986,6 @@ static struct PyModuleDef __pyx_moduledef = { #endif static __Pyx_StringTabEntry __pyx_string_tab[] = { - {&__pyx_kp_s_1, __pyx_k_1, sizeof(__pyx_k_1), 0, 0, 1, 0}, {&__pyx_kp_s_10, __pyx_k_10, sizeof(__pyx_k_10), 0, 0, 1, 0}, {&__pyx_kp_s_11, __pyx_k_11, sizeof(__pyx_k_11), 0, 0, 1, 0}, {&__pyx_kp_s_12, __pyx_k_12, sizeof(__pyx_k_12), 0, 0, 1, 0}, @@ -26166,8 +27016,10 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_49, __pyx_k_49, sizeof(__pyx_k_49), 0, 0, 1, 0}, {&__pyx_kp_s_50, __pyx_k_50, sizeof(__pyx_k_50), 0, 0, 1, 0}, {&__pyx_kp_s_53, __pyx_k_53, sizeof(__pyx_k_53), 0, 0, 1, 0}, - {&__pyx_kp_s_56, __pyx_k_56, sizeof(__pyx_k_56), 0, 0, 1, 0}, - {&__pyx_kp_s_62, __pyx_k_62, sizeof(__pyx_k_62), 0, 0, 1, 0}, + {&__pyx_n_s_54, __pyx_k_54, sizeof(__pyx_k_54), 0, 0, 1, 1}, + {&__pyx_n_s_55, __pyx_k_55, sizeof(__pyx_k_55), 0, 0, 1, 1}, + {&__pyx_kp_s_58, __pyx_k_58, sizeof(__pyx_k_58), 0, 0, 1, 0}, + {&__pyx_kp_s_64, __pyx_k_64, sizeof(__pyx_k_64), 0, 0, 1, 0}, {&__pyx_kp_s_7, __pyx_k_7, sizeof(__pyx_k_7), 0, 0, 1, 0}, {&__pyx_kp_s_8, __pyx_k_8, sizeof(__pyx_k_8), 0, 0, 1, 0}, {&__pyx_kp_s_9, __pyx_k_9, sizeof(__pyx_k_9), 0, 0, 1, 0}, @@ -26180,6 +27032,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__KeyError, __pyx_k__KeyError, sizeof(__pyx_k__KeyError), 0, 0, 1, 1}, {&__pyx_n_s__NotImplemented, __pyx_k__NotImplemented, sizeof(__pyx_k__NotImplemented), 0, 0, 1, 1}, {&__pyx_n_s__ParseFailed, __pyx_k__ParseFailed, sizeof(__pyx_k__ParseFailed), 0, 0, 1, 1}, + {&__pyx_n_s__PhraseModel_, __pyx_k__PhraseModel_, sizeof(__pyx_k__PhraseModel_), 0, 0, 1, 1}, {&__pyx_n_s__TER, __pyx_k__TER, sizeof(__pyx_k__TER), 0, 0, 1, 1}, {&__pyx_n_s__TypeError, __pyx_k__TypeError, sizeof(__pyx_k__TypeError), 0, 0, 1, 1}, {&__pyx_n_s__ValueError, __pyx_k__ValueError, sizeof(__pyx_k__ValueError), 0, 0, 1, 1}, @@ -26192,6 +27045,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s___cdec, __pyx_k___cdec, sizeof(__pyx_k___cdec), 0, 0, 1, 1}, {&__pyx_n_s___make_config, __pyx_k___make_config, sizeof(__pyx_k___make_config), 0, 0, 1, 1}, {&__pyx_n_s___phrase, __pyx_k___phrase, sizeof(__pyx_k___phrase), 0, 0, 1, 1}, + {&__pyx_n_s___sa, __pyx_k___sa, sizeof(__pyx_k___sa), 0, 0, 1, 1}, {&__pyx_n_s__a, __pyx_k__a, sizeof(__pyx_k__a), 0, 0, 1, 1}, {&__pyx_n_s__beam_alpha, __pyx_k__beam_alpha, sizeof(__pyx_k__beam_alpha), 0, 0, 1, 1}, {&__pyx_n_s__cat, __pyx_k__cat, sizeof(__pyx_k__cat), 0, 0, 1, 1}, @@ -26210,6 +27064,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__evaluator, __pyx_k__evaluator, sizeof(__pyx_k__evaluator), 0, 0, 1, 1}, {&__pyx_n_s__f, __pyx_k__f, sizeof(__pyx_k__f), 0, 0, 1, 1}, {&__pyx_n_s__formalism, __pyx_k__formalism, sizeof(__pyx_k__formalism), 0, 0, 1, 1}, + {&__pyx_n_s__format, __pyx_k__format, sizeof(__pyx_k__format), 0, 0, 1, 1}, {&__pyx_n_s__fst, __pyx_k__fst, sizeof(__pyx_k__fst), 0, 0, 1, 1}, {&__pyx_n_s__genexpr, __pyx_k__genexpr, sizeof(__pyx_k__genexpr), 0, 0, 1, 1}, {&__pyx_n_s__get, __pyx_k__get, sizeof(__pyx_k__get), 0, 0, 1, 1}, @@ -26257,14 +27112,14 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { static int __Pyx_InitCachedBuiltins(void) { __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); 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if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_KeyError = __Pyx_GetName(__pyx_b, __pyx_n_s__KeyError); if (!__pyx_builtin_KeyError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_ValueError = __Pyx_GetName(__pyx_b, __pyx_n_s__ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_enumerate = __Pyx_GetName(__pyx_b, __pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_IndexError = __Pyx_GetName(__pyx_b, __pyx_n_s__IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_open = __Pyx_GetName(__pyx_b, __pyx_n_s__open); if (!__pyx_builtin_open) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_IndexError = __Pyx_GetName(__pyx_b, __pyx_n_s__IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_open = __Pyx_GetName(__pyx_b, __pyx_n_s__open); if (!__pyx_builtin_open) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; __pyx_L1_error:; return -1; @@ -26288,41 +27143,41 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_2)); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":77 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":89 * elif op == 3: # != * return not (x == y) * raise NotImplemented('comparison not implemented for SparseVector') # <<<<<<<<<<<<<< * * def __len__(self): */ - __pyx_k_tuple_5 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_5 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_5); __Pyx_INCREF(((PyObject *)__pyx_kp_s_4)); PyTuple_SET_ITEM(__pyx_k_tuple_5, 0, ((PyObject *)__pyx_kp_s_4)); __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_4)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_5)); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":4 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":6 * * def _phrase(phrase): * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) # <<<<<<<<<<<<<< * * cdef class NT: */ - __pyx_k_tuple_6 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_6 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_6); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); PyTuple_SET_ITEM(__pyx_k_tuple_6, 0, ((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_6)); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":175 - * for trule in rules: - * if not isinstance(trule, BaseTRule): + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":200 + * trule = convert_rule(trule) + * elif not isinstance(trule, TRule): * raise ValueError('the grammar should contain TRule objects') # <<<<<<<<<<<<<< - * _g.AddRule(( trule).rule[0]) + * _g.AddRule(( trule).rule[0]) */ - __pyx_k_tuple_14 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_14 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_14); __Pyx_INCREF(((PyObject *)__pyx_kp_s_13)); PyTuple_SET_ITEM(__pyx_k_tuple_14, 0, ((PyObject *)__pyx_kp_s_13)); @@ -26369,42 +27224,42 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_21)); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":21 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":24 * def __getitem__(self, int index): * if not 0 <= index < len(self): * raise IndexError('lattice index out of range') # <<<<<<<<<<<<<< * arcs = [] * cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] */ - __pyx_k_tuple_24 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_24)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_24 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_24)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_24); __Pyx_INCREF(((PyObject *)__pyx_kp_s_23)); PyTuple_SET_ITEM(__pyx_k_tuple_24, 0, ((PyObject *)__pyx_kp_s_23)); __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_23)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_24)); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":34 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":37 * def __setitem__(self, int index, tuple arcs): * if not 0 <= index < len(self): * raise IndexError('lattice index out of range') # <<<<<<<<<<<<<< * cdef lattice.LatticeArc* arc * for (label, cost, dist2next) in arcs: */ - __pyx_k_tuple_25 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_25)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_25 = PyTuple_New(1); 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goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "NTRef", (PyObject *)&__pyx_type_5_cdec_NTRef) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_NTRef = &__pyx_type_5_cdec_NTRef; - if (PyType_Ready(&__pyx_type_5_cdec_BaseTRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "BaseTRule", (PyObject *)&__pyx_type_5_cdec_BaseTRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_BaseTRule = &__pyx_type_5_cdec_BaseTRule; - __pyx_type_5_cdec_TRule.tp_base = __pyx_ptype_5_cdec_BaseTRule; - if (PyType_Ready(&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "TRule", (PyObject *)&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TRule", (PyObject *)&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_TRule = &__pyx_type_5_cdec_TRule; - if (PyType_Ready(&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Grammar", (PyObject *)&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Grammar", (PyObject *)&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Grammar = &__pyx_type_5_cdec_Grammar; __pyx_type_5_cdec_TextGrammar.tp_base = __pyx_ptype_5_cdec_Grammar; - if (PyType_Ready(&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "TextGrammar", (PyObject *)&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TextGrammar", (PyObject *)&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_TextGrammar = &__pyx_type_5_cdec_TextGrammar; if (PyType_Ready(&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Hypergraph", (PyObject *)&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -26777,21 +27633,21 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Decoder = &__pyx_type_5_cdec_Decoder; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct____iter__ = &__pyx_type_5_cdec___pyx_scope_struct____iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_1___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_2__phrase) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_2__phrase) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_2__phrase = &__pyx_type_5_cdec___pyx_scope_struct_2__phrase; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_3_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_3_genexpr; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_4___get__ = &__pyx_type_5_cdec___pyx_scope_struct_4___get__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5___str__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5___str__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_5___str__ = &__pyx_type_5_cdec___pyx_scope_struct_5___str__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_6_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_6_genexpr; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_7___iter__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_kbest) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_8_kbest = &__pyx_type_5_cdec___pyx_scope_struct_8_kbest; @@ -26811,7 +27667,7 @@ PyMODINIT_FUNC PyInit__cdec(void) __pyx_ptype_5_cdec___pyx_scope_struct_15___get__ = &__pyx_type_5_cdec___pyx_scope_struct_15___get__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_16___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_16___get__ = &__pyx_type_5_cdec___pyx_scope_struct_16___get__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_17___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_17___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_17___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_17___iter__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_18_todot) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_18_todot = &__pyx_type_5_cdec___pyx_scope_struct_18_todot; @@ -26828,21 +27684,48 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_24_genexpr) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_24_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_24_genexpr; /*--- Type import code ---*/ + __pyx_ptype_4cdec_2sa_3_sa_Phrase = __Pyx_ImportType("cdec.sa._sa", "Phrase", sizeof(struct __pyx_obj_4cdec_2sa_3_sa_Phrase), 1); if (unlikely(!__pyx_ptype_4cdec_2sa_3_sa_Phrase)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_4cdec_2sa_3_sa_Phrase = (struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase*)__Pyx_GetVtable(__pyx_ptype_4cdec_2sa_3_sa_Phrase->tp_dict); if (unlikely(!__pyx_vtabptr_4cdec_2sa_3_sa_Phrase)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_Rule = __Pyx_ImportType("cdec.sa._sa", "Rule", sizeof(struct __pyx_obj_4cdec_2sa_3_sa_Rule), 1); if (unlikely(!__pyx_ptype_4cdec_2sa_3_sa_Rule)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /*--- Variable import code ---*/ /*--- Function import code ---*/ + __pyx_t_1 = __Pyx_ImportModule("cdec.sa._sa"); if (!__pyx_t_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ImportFunction(__pyx_t_1, "sym_tostring", (void (**)(void))&__pyx_f_4cdec_2sa_3_sa_sym_tostring, "char *(int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ImportFunction(__pyx_t_1, "sym_tocat", (void (**)(void))&__pyx_f_4cdec_2sa_3_sa_sym_tocat, "char *(int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ImportFunction(__pyx_t_1, "sym_isvar", (void (**)(void))&__pyx_f_4cdec_2sa_3_sa_sym_isvar, "int (int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ImportFunction(__pyx_t_1, "sym_getindex", (void (**)(void))&__pyx_f_4cdec_2sa_3_sa_sym_getindex, "int (int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + Py_DECREF(__pyx_t_1); __pyx_t_1 = 0; /*--- Execution code ---*/ /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":3 * cimport grammar + * cimport cdec.sa._sa as _sa + * import cdec.sa._sa as _sa # <<<<<<<<<<<<<< + * + * def _phrase(phrase): + */ + __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_INCREF(((PyObject *)__pyx_n_s_55)); + PyList_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_n_s_55)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s_55)); + __pyx_t_3 = __Pyx_Import(((PyObject *)__pyx_n_s_54), ((PyObject *)__pyx_t_2), -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; + if (PyObject_SetAttr(__pyx_m, __pyx_n_s___sa, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":5 + * import cdec.sa._sa as _sa * * def _phrase(phrase): # <<<<<<<<<<<<<< * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) * */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_1_phrase, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s___phrase, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_1_phrase, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s___phrase, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":190 * return [] @@ -26851,10 +27734,10 @@ PyMODINIT_FUNC PyInit__cdec(void) * TER = Scorer('TER') * CER = Scorer('CER') */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_57), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_59), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":191 * @@ -26862,20 +27745,20 @@ PyMODINIT_FUNC PyInit__cdec(void) * TER = Scorer('TER') # <<<<<<<<<<<<<< * CER = Scorer('CER') */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_58), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_60), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":192 * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') * CER = Scorer('CER') # <<<<<<<<<<<<<< */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_59), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__CER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_61), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__CER, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; /* "_cdec.pyx":22 * include "mteval.pxi" @@ -26902,19 +27785,19 @@ PyMODINIT_FUNC PyInit__cdec(void) * class ParseFailed(Exception): pass * */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_3)); __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(__pyx_builtin_Exception); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_builtin_Exception); __Pyx_GIVEREF(__pyx_builtin_Exception); - __pyx_t_3 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1), __pyx_n_s__InvalidConfig, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); + __pyx_t_4 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_3), __pyx_n_s__InvalidConfig, __pyx_n_s___cdec); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__InvalidConfig, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__InvalidConfig, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; /* "_cdec.pyx":26 * @@ -26923,19 +27806,19 @@ PyMODINIT_FUNC PyInit__cdec(void) * * def _make_config(config): */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); + __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_3)); + __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); __Pyx_INCREF(__pyx_builtin_Exception); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_builtin_Exception); + PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_builtin_Exception); __Pyx_GIVEREF(__pyx_builtin_Exception); - __pyx_t_2 = __Pyx_CreateClass(((PyObject *)__pyx_t_3), ((PyObject *)__pyx_t_1), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_CreateClass(((PyObject *)__pyx_t_4), ((PyObject *)__pyx_t_3), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; /* "_cdec.pyx":28 * class ParseFailed(Exception): pass @@ -26944,25 +27827,34 @@ PyMODINIT_FUNC PyInit__cdec(void) * for key, value in config.items(): * if isinstance(value, dict): */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_3_make_config, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s___make_config, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_3_make_config, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s___make_config, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; /* "_cdec.pyx":1 * from libcpp.string cimport string # <<<<<<<<<<<<<< * from libcpp.vector cimport vector * from utils cimport * */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s____test__, ((PyObject *)__pyx_t_1)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_3)); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s____test__, ((PyObject *)__pyx_t_3)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; + + /* "string.to_py":25 + * + * @cname("__pyx_convert_string_to_py_") + * cdef object __pyx_convert_string_to_py_(string& s): # <<<<<<<<<<<<<< + * return s.data()[:s.size()] + * + */ goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); __Pyx_XDECREF(__pyx_t_2); __Pyx_XDECREF(__pyx_t_3); + __Pyx_XDECREF(__pyx_t_4); if (__pyx_m) { __Pyx_AddTraceback("init _cdec", __pyx_clineno, __pyx_lineno, __pyx_filename); Py_DECREF(__pyx_m); __pyx_m = 0; @@ -27163,6 +28055,71 @@ bad: } #endif +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%s() takes %s %" PY_FORMAT_SIZE_T "d positional argument%s (%" PY_FORMAT_SIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings( + PyObject *kwdict, + const char* function_name, + int kw_allowed) +{ + PyObject* key = 0; + Py_ssize_t pos = 0; +#if CPYTHON_COMPILING_IN_PYPY + if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0)) + goto invalid_keyword; + return 1; +#else + while (PyDict_Next(kwdict, &pos, &key, 0)) { + #if PY_MAJOR_VERSION < 3 + if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) + #else + if (unlikely(!PyUnicode_Check(key))) + #endif + goto invalid_keyword_type; + } + if ((!kw_allowed) && unlikely(key)) + goto invalid_keyword; + return 1; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + return 0; +#endif +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%s() got an unexpected keyword argument '%s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif + return 0; +} + static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, const char *name, int exact) { @@ -27289,42 +28246,49 @@ bad: return -1; } -static void __Pyx_RaiseArgtupleInvalid( - const char* func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found) -{ - Py_ssize_t num_expected; - const char *more_or_less; - if (num_found < num_min) { - num_expected = num_min; - more_or_less = "at least"; - } else { - num_expected = num_max; - more_or_less = "at most"; - } - if (exact) { - more_or_less = "exactly"; - } - PyErr_Format(PyExc_TypeError, - "%s() takes %s %"PY_FORMAT_SIZE_T"d positional argument%s (%"PY_FORMAT_SIZE_T"d given)", - func_name, more_or_less, num_expected, - (num_expected == 1) ? "" : "s", num_found); +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %" PY_FORMAT_SIZE_T "d)", expected); } - - static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, - "need more than %"PY_FORMAT_SIZE_T"d value%s to unpack", + "need more than %" PY_FORMAT_SIZE_T "d value%s to unpack", index, (index == 1) ? "" : "s"); } -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { - PyErr_Format(PyExc_ValueError, - "too many values to unpack (expected %"PY_FORMAT_SIZE_T"d)", expected); +static CYTHON_INLINE int __Pyx_IterFinish(void) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + PyObject* exc_type = tstate->curexc_type; + if (unlikely(exc_type)) { + if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) { + PyObject *exc_value, *exc_tb; + exc_value = tstate->curexc_value; + exc_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; + Py_DECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_tb); + return 0; + } else { + return -1; + } + } + return 0; +#else + if (unlikely(PyErr_Occurred())) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { + PyErr_Clear(); + return 0; + } else { + return -1; + } + } + return 0; +#endif } static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { @@ -27332,79 +28296,54 @@ static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { Py_DECREF(retval); __Pyx_RaiseTooManyValuesError(expected); return -1; - } else if (PyErr_Occurred()) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { - PyErr_Clear(); - return 0; - } else { - return -1; - } + } else { + return __Pyx_IterFinish(); } return 0; } static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject* defval) { PyObject* next; - if (unlikely(!PyIter_Check(iterator))) { + iternextfunc iternext = Py_TYPE(iterator)->tp_iternext; +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(!iternext)) { +#else + if (unlikely(!iternext) || unlikely(!PyIter_Check(iterator))) { +#endif PyErr_Format(PyExc_TypeError, - "%.200s object is not an iterator", iterator->ob_type->tp_name); + "%.200s object is not an iterator", Py_TYPE(iterator)->tp_name); return NULL; } - next = (*(Py_TYPE(iterator)->tp_iternext))(iterator); - if (likely(next)) { + next = iternext(iterator); + if (likely(next)) return next; - } else if (defval) { - if (PyErr_Occurred()) { - if(!PyErr_ExceptionMatches(PyExc_StopIteration)) - return NULL; - PyErr_Clear(); - } - Py_INCREF(defval); - return defval; - } else if (PyErr_Occurred()) { - return NULL; - } else { - PyErr_SetNone(PyExc_StopIteration); - return NULL; - } -} - -static CYTHON_INLINE int __Pyx_CheckKeywordStrings( - PyObject *kwdict, - const char* function_name, - int kw_allowed) -{ - PyObject* key = 0; - Py_ssize_t pos = 0; - while (PyDict_Next(kwdict, &pos, &key, 0)) { - #if PY_MAJOR_VERSION < 3 - if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) - #else - if (unlikely(!PyUnicode_Check(key))) - #endif - goto invalid_keyword_type; - } - if ((!kw_allowed) && unlikely(key)) - goto invalid_keyword; - return 1; -invalid_keyword_type: - PyErr_Format(PyExc_TypeError, - "%s() keywords must be strings", function_name); - return 0; -invalid_keyword: - PyErr_Format(PyExc_TypeError, - #if PY_MAJOR_VERSION < 3 - "%s() got an unexpected keyword argument '%s'", - function_name, PyString_AsString(key)); - #else - "%s() got an unexpected keyword argument '%U'", - function_name, key); - #endif - return 0; +#if CYTHON_COMPILING_IN_CPYTHON +#if PY_VERSION_HEX >= 0x03010000 || (PY_MAJOR_VERSION < 3 && PY_VERSION_HEX >= 0x02070000) + if (unlikely(iternext == &_PyObject_NextNotImplemented)) + return NULL; +#endif +#endif + if (defval) { + PyObject* exc_type = PyErr_Occurred(); + if (exc_type) { + if (unlikely(exc_type != PyExc_StopIteration) && + !PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) + return NULL; + PyErr_Clear(); + } + Py_INCREF(defval); + return defval; + } + if (!PyErr_Occurred()) + PyErr_SetNone(PyExc_StopIteration); + return NULL; } static double __Pyx__PyObject_AsDouble(PyObject* obj) { PyObject* float_value; +#if CYTHON_COMPILING_IN_PYPY + float_value = PyNumber_Float(obj); +#else if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) { return PyFloat_AsDouble(obj); } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) { @@ -27421,6 +28360,7 @@ static double __Pyx__PyObject_AsDouble(PyObject* obj) { PyTuple_SET_ITEM(args, 0, 0); Py_DECREF(args); } +#endif if (likely(float_value)) { double value = PyFloat_AS_DOUBLE(float_value); Py_DECREF(float_value); @@ -27432,6 +28372,7 @@ bad: static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { PyObject *local_type, *local_value, *local_tb; +#if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; PyThreadState *tstate = PyThreadState_GET(); local_type = tstate->curexc_type; @@ -27440,19 +28381,27 @@ static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; +#else + PyErr_Fetch(&local_type, &local_value, &local_tb); +#endif PyErr_NormalizeException(&local_type, &local_value, &local_tb); +#if CYTHON_COMPILING_IN_CPYTHON if (unlikely(tstate->curexc_type)) +#else + if (unlikely(PyErr_Occurred())) +#endif goto bad; #if PY_MAJOR_VERSION >= 3 if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) goto bad; #endif - *type = local_type; - *value = local_value; - *tb = local_tb; Py_INCREF(local_type); Py_INCREF(local_value); Py_INCREF(local_tb); + *type = local_type; + *value = local_value; + *tb = local_tb; +#if CYTHON_COMPILING_IN_CPYTHON tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; @@ -27460,10 +28409,13 @@ static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) tstate->exc_value = local_value; tstate->exc_traceback = local_tb; /* Make sure tstate is in a consistent state when we XDECREF - these objects (XDECREF may run arbitrary code). */ + these objects (DECREF may run arbitrary code). */ Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(local_type, local_value, local_tb); +#endif return 0; bad: *type = 0; @@ -27476,6 +28428,7 @@ bad: } static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON PyThreadState *tstate = PyThreadState_GET(); *type = tstate->exc_type; *value = tstate->exc_value; @@ -27483,8 +28436,12 @@ static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, Py_XINCREF(*type); Py_XINCREF(*value); Py_XINCREF(*tb); +#else + PyErr_GetExcInfo(type, value, tb); +#endif } static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->exc_type; @@ -27496,11 +28453,82 @@ static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(type, value, tb); +#endif +} + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level) { + PyObject *py_import = 0; + PyObject *empty_list = 0; + PyObject *module = 0; + PyObject *global_dict = 0; + PyObject *empty_dict = 0; + PyObject *list; + py_import = __Pyx_GetAttrString(__pyx_b, "__import__"); + if (!py_import) + goto bad; + if (from_list) + list = from_list; + else { + empty_list = PyList_New(0); + if (!empty_list) + goto bad; + list = empty_list; + } + global_dict = PyModule_GetDict(__pyx_m); + if (!global_dict) + goto bad; + empty_dict = PyDict_New(); + if (!empty_dict) + goto bad; + #if PY_VERSION_HEX >= 0x02050000 + { + #if PY_MAJOR_VERSION >= 3 + if (level == -1) { + if (strchr(__Pyx_MODULE_NAME, '.')) { + /* try package relative import first */ + PyObject *py_level = PyInt_FromLong(1); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + if (!module) { + if (!PyErr_ExceptionMatches(PyExc_ImportError)) + goto bad; + PyErr_Clear(); + } + } + level = 0; /* try absolute import on failure */ + } + #endif + if (!module) { + PyObject *py_level = PyInt_FromLong(level); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + } + } + #else + if (level>0) { + PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); + goto bad; + } + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, NULL); + #endif +bad: + Py_XDECREF(empty_list); + Py_XDECREF(py_import); + Py_XDECREF(empty_dict); + return module; } static PyObject *__Pyx_FindPy2Metaclass(PyObject *bases) { PyObject *metaclass; - /* Default metaclass */ #if PY_MAJOR_VERSION < 3 if (PyTuple_Check(bases) && PyTuple_GET_SIZE(bases) > 0) { PyObject *base = PyTuple_GET_ITEM(bases, 0); @@ -27530,7 +28558,6 @@ static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *na PyObject *metaclass; if (PyDict_SetItemString(dict, "__module__", modname) < 0) return NULL; - /* Python2 __metaclass__ */ metaclass = PyDict_GetItemString(dict, "__metaclass__"); if (metaclass) { Py_INCREF(metaclass); @@ -27912,6 +28939,56 @@ __Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) PyString_AsString(func_name), (void *)op); #endif } +#if CYTHON_COMPILING_IN_PYPY +static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + PyCFunctionObject* f = (PyCFunctionObject*)func; + PyCFunction meth = PyCFunction_GET_FUNCTION(func); + PyObject *self = PyCFunction_GET_SELF(func); + Py_ssize_t size; + switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) { + case METH_VARARGS: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) + return (*meth)(self, arg); + break; + case METH_VARARGS | METH_KEYWORDS: + return (*(PyCFunctionWithKeywords)meth)(self, arg, kw); + case METH_NOARGS: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) { + size = PyTuple_GET_SIZE(arg); + if (size == 0) + return (*meth)(self, NULL); + PyErr_Format(PyExc_TypeError, + "%.200s() takes no arguments (%zd given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + case METH_O: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) { + size = PyTuple_GET_SIZE(arg); + if (size == 1) + return (*meth)(self, PyTuple_GET_ITEM(arg, 0)); + PyErr_Format(PyExc_TypeError, + "%.200s() takes exactly one argument (%zd given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + default: + PyErr_SetString(PyExc_SystemError, "Bad call flags in " + "__Pyx_CyFunction_Call. METH_OLDARGS is no " + "longer supported!"); + return NULL; + } + PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments", + f->m_ml->ml_name); + return NULL; +} +#else +static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + return PyCFunction_Call(func, arg, kw); +} +#endif static PyTypeObject __pyx_CyFunctionType_type = { PyVarObject_HEAD_INIT(0, 0) __Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/ @@ -27931,7 +29008,7 @@ static PyTypeObject __pyx_CyFunctionType_type = { 0, /*tp_as_sequence*/ 0, /*tp_as_mapping*/ 0, /*tp_hash*/ - __Pyx_PyCFunction_Call, /*tp_call*/ + __Pyx_CyFunction_Call, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ @@ -27967,15 +29044,16 @@ static PyTypeObject __pyx_CyFunctionType_type = { 0, /*tp_version_tag*/ #endif }; -static int __Pyx_CyFunction_init(void) -{ +static int __Pyx_CyFunction_init(void) { +#if !CYTHON_COMPILING_IN_PYPY + __pyx_CyFunctionType_type.tp_call = PyCFunction_Call; +#endif if (PyType_Ready(&__pyx_CyFunctionType_type) < 0) return -1; __pyx_CyFunctionType = &__pyx_CyFunctionType_type; return 0; } -void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) -{ +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; m->defaults = PyMem_Malloc(size); if (!m->defaults) @@ -27984,14 +29062,16 @@ void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) m->defaults_pyobjects = pyobjects; return m->defaults; } -static void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) -{ +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; m->defaults_tuple = tuple; Py_INCREF(tuple); } static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else if (s1 == s2) { return (equals == Py_EQ); } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { @@ -28019,9 +29099,13 @@ static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int eq Py_DECREF(py_result); return result; } +#endif } static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else if (s1 == s2) { return (equals == Py_EQ); } else if (PyUnicode_CheckExact(s1) & PyUnicode_CheckExact(s2)) { @@ -28061,6 +29145,7 @@ static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int Py_DECREF(py_result); return result; } +#endif } static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { @@ -28463,8 +29548,8 @@ static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* } } -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename) { +static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, + CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) { PyObject *old_exc, *old_val, *old_tb; PyObject *ctx; __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); @@ -28484,6 +29569,7 @@ static void __Pyx_WriteUnraisable(const char *name, int clineno, static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; +#if CYTHON_COMPILING_IN_CPYTHON PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; @@ -28491,6 +29577,10 @@ static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, tstate->exc_type = *type; tstate->exc_value = *value; tstate->exc_traceback = *tb; +#else + PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); + PyErr_SetExcInfo(*type, *value, *tb); +#endif *type = tmp_type; *value = tmp_value; *tb = tmp_tb; @@ -28500,9 +29590,70 @@ static PyObject *__Pyx_Generator_Next(PyObject *self); static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value); static PyObject *__Pyx_Generator_Close(PyObject *self); static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args); +static PyTypeObject *__pyx_GeneratorType = 0; +#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType) +#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) { + PyObject *et, *ev, *tb; + PyObject *value = NULL; + __Pyx_ErrFetch(&et, &ev, &tb); + if (!et) { + Py_XDECREF(tb); + Py_XDECREF(ev); + Py_INCREF(Py_None); + *pvalue = Py_None; + return 0; + } + if (unlikely(et != PyExc_StopIteration) && + unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + if (likely(et == PyExc_StopIteration)) { + if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) { + if (!ev) { + Py_INCREF(Py_None); + ev = Py_None; + } + Py_XDECREF(tb); + Py_DECREF(et); + *pvalue = ev; + return 0; + } + } + PyErr_NormalizeException(&et, &ev, &tb); + if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + Py_XDECREF(tb); + Py_DECREF(et); +#if PY_VERSION_HEX >= 0x030300A0 + value = ((PyStopIterationObject *)ev)->value; + Py_INCREF(value); + Py_DECREF(ev); +#else + { + PyObject* args = PyObject_GetAttrString(ev, "args"); + Py_DECREF(ev); + if (likely(args)) { + value = PyObject_GetItem(args, 0); + Py_DECREF(args); + } + if (unlikely(!value)) { + __Pyx_ErrRestore(NULL, NULL, NULL); + Py_INCREF(Py_None); + value = Py_None; + } + } +#endif + *pvalue = value; + return 0; +} +#endif static CYTHON_INLINE -void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) -{ +void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) { PyObject *exc_type = self->exc_type; PyObject *exc_value = self->exc_value; PyObject *exc_traceback = self->exc_traceback; @@ -28514,14 +29665,18 @@ void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) Py_XDECREF(exc_traceback); } static CYTHON_INLINE -PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) -{ - PyObject *retval; - if (unlikely(self->is_running)) { +int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) { + if (unlikely(gen->is_running)) { PyErr_SetString(PyExc_ValueError, "generator already executing"); - return NULL; + return 1; } + return 0; +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) { + PyObject *retval; + assert(!self->is_running); if (unlikely(self->resume_label == 0)) { if (unlikely(value && value != Py_None)) { PyErr_SetString(PyExc_TypeError, @@ -28534,81 +29689,240 @@ PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) PyErr_SetNone(PyExc_StopIteration); return NULL; } - if (value) - __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, &self->exc_traceback); - else + if (value) { +#if CYTHON_COMPILING_IN_PYPY +#else + /* Generators always return to their most recent caller, not + * necessarily their creator. */ + if (self->exc_traceback) { + PyThreadState *tstate = PyThreadState_GET(); + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_XINCREF(tstate->frame); + assert(f->f_back == NULL); + f->f_back = tstate->frame; + } +#endif + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); + } else { __Pyx_Generator_ExceptionClear(self); + } self->is_running = 1; retval = self->body((PyObject *) self, value); self->is_running = 0; - if (retval) - __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, &self->exc_traceback); - else + if (retval) { + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); +#if CYTHON_COMPILING_IN_PYPY +#else + /* Don't keep the reference to f_back any longer than necessary. It + * may keep a chain of frames alive or it could create a reference + * cycle. */ + if (self->exc_traceback) { + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_CLEAR(f->f_back); + } +#endif + } else { __Pyx_Generator_ExceptionClear(self); + } return retval; } -static PyObject *__Pyx_Generator_Next(PyObject *self) -{ - return __Pyx_Generator_SendEx((__pyx_GeneratorObject *) self, Py_None); +static CYTHON_INLINE +PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) { + PyObject *ret; + PyObject *val = NULL; + __Pyx_Generator_Undelegate(gen); + __Pyx_PyGen_FetchStopIterationValue(&val); + ret = __Pyx_Generator_SendEx(gen, val); + Py_XDECREF(val); + return ret; +} +static PyObject *__Pyx_Generator_Next(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + ret = Py_TYPE(yf)->tp_iternext(yf); + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, Py_None); } -static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) -{ - return __Pyx_Generator_SendEx((__pyx_GeneratorObject *) self, value); +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Send(yf, value); + } else { + if (value == Py_None) + ret = PyIter_Next(yf); + else + ret = PyObject_CallMethod(yf, (char*)"send", (char*)"O", value); + } + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, value); +} +static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) { + PyObject *retval = NULL; + int err = 0; + if (__Pyx_Generator_CheckExact(yf)) { + retval = __Pyx_Generator_Close(yf); + if (!retval) + return -1; + } else { + PyObject *meth; + gen->is_running = 1; + meth = PyObject_GetAttrString(yf, "close"); + if (unlikely(!meth)) { + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_WriteUnraisable(yf); + } + PyErr_Clear(); + } else { + retval = PyObject_CallFunction(meth, NULL); + Py_DECREF(meth); + if (!retval) + err = -1; + } + gen->is_running = 0; + } + Py_XDECREF(retval); + return err; } -static PyObject *__Pyx_Generator_Close(PyObject *self) -{ - __pyx_GeneratorObject *generator = (__pyx_GeneratorObject *) self; - PyObject *retval; +static PyObject *__Pyx_Generator_Close(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject *retval, *raised_exception; + PyObject *yf = gen->yieldfrom; + int err = 0; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + Py_INCREF(yf); + err = __Pyx_Generator_CloseIter(gen, yf); + __Pyx_Generator_Undelegate(gen); + Py_DECREF(yf); + } + if (err == 0) #if PY_VERSION_HEX < 0x02050000 - PyErr_SetNone(PyExc_StopIteration); + PyErr_SetNone(PyExc_StopIteration); #else - PyErr_SetNone(PyExc_GeneratorExit); + PyErr_SetNone(PyExc_GeneratorExit); #endif - retval = __Pyx_Generator_SendEx(generator, NULL); + retval = __Pyx_Generator_SendEx(gen, NULL); if (retval) { Py_DECREF(retval); PyErr_SetString(PyExc_RuntimeError, "generator ignored GeneratorExit"); return NULL; } -#if PY_VERSION_HEX < 0x02050000 - if (PyErr_ExceptionMatches(PyExc_StopIteration)) -#else - if (PyErr_ExceptionMatches(PyExc_StopIteration) - || PyErr_ExceptionMatches(PyExc_GeneratorExit)) + raised_exception = PyErr_Occurred(); + if (!raised_exception + || raised_exception == PyExc_StopIteration +#if PY_VERSION_HEX >= 0x02050000 + || raised_exception == PyExc_GeneratorExit + || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit) #endif + || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration)) { - PyErr_Clear(); /* ignore these errors */ + if (raised_exception) PyErr_Clear(); /* ignore these errors */ Py_INCREF(Py_None); return Py_None; } return NULL; } -static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) -{ - __pyx_GeneratorObject *generator = (__pyx_GeneratorObject *) self; +static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; PyObject *typ; PyObject *tb = NULL; PyObject *val = NULL; + PyObject *yf = gen->yieldfrom; if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) return NULL; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + Py_INCREF(yf); +#if PY_VERSION_HEX >= 0x02050000 + if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) { + int err = __Pyx_Generator_CloseIter(gen, yf); + Py_DECREF(yf); + __Pyx_Generator_Undelegate(gen); + if (err < 0) + return __Pyx_Generator_SendEx(gen, NULL); + goto throw_here; + } +#endif + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Throw(yf, args); + } else { + PyObject *meth = PyObject_GetAttrString(yf, "throw"); + if (unlikely(!meth)) { + Py_DECREF(yf); + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + gen->is_running = 0; + return NULL; + } + PyErr_Clear(); + __Pyx_Generator_Undelegate(gen); + gen->is_running = 0; + goto throw_here; + } + ret = PyObject_CallObject(meth, args); + Py_DECREF(meth); + } + gen->is_running = 0; + Py_DECREF(yf); + if (!ret) { + ret = __Pyx_Generator_FinishDelegation(gen); + } + return ret; + } +throw_here: __Pyx_Raise(typ, val, tb, NULL); - return __Pyx_Generator_SendEx(generator, NULL); + return __Pyx_Generator_SendEx(gen, NULL); } -static int -__Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) -{ +static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) { __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; Py_VISIT(gen->closure); Py_VISIT(gen->classobj); + Py_VISIT(gen->yieldfrom); Py_VISIT(gen->exc_type); Py_VISIT(gen->exc_value); Py_VISIT(gen->exc_traceback); return 0; } -static void -__Pyx_Generator_dealloc(PyObject *self) -{ +static int __Pyx_Generator_clear(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_CLEAR(gen->closure); + Py_CLEAR(gen->classobj); + Py_CLEAR(gen->yieldfrom); + Py_CLEAR(gen->exc_type); + Py_CLEAR(gen->exc_value); + Py_CLEAR(gen->exc_traceback); + return 0; +} +static void __Pyx_Generator_dealloc(PyObject *self) { __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; PyObject_GC_UnTrack(gen); if (gen->gi_weakreflist != NULL) @@ -28620,16 +29934,10 @@ __Pyx_Generator_dealloc(PyObject *self) return; /* resurrected. :( */ } PyObject_GC_UnTrack(self); - Py_CLEAR(gen->closure); - Py_CLEAR(gen->classobj); - Py_CLEAR(gen->exc_type); - Py_CLEAR(gen->exc_value); - Py_CLEAR(gen->exc_traceback); + __Pyx_Generator_clear(self); PyObject_GC_Del(gen); } -static void -__Pyx_Generator_del(PyObject *self) -{ +static void __Pyx_Generator_del(PyObject *self) { PyObject *res; PyObject *error_type, *error_value, *error_traceback; __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; @@ -28658,11 +29966,13 @@ __Pyx_Generator_del(PyObject *self) _Py_NewReference(self); self->ob_refcnt = refcnt; } +#if CYTHON_COMPILING_FOR_CPYTHON assert(PyType_IS_GC(self->ob_type) && _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so * we need to undo that. */ _Py_DEC_REFTOTAL; +#endif /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object * chain, so no more to do there. * If COUNT_ALLOCS, the original decref bumped tp_frees, and @@ -28670,13 +29980,17 @@ __Pyx_Generator_del(PyObject *self) * undone. */ #ifdef COUNT_ALLOCS - --self->ob_type->tp_frees; - --self->ob_type->tp_allocs; + --Py_TYPE(self)->tp_frees; + --Py_TYPE(self)->tp_allocs; #endif } static PyMemberDef __pyx_Generator_memberlist[] = { {(char *) "gi_running", +#if PY_VERSION_HEX >= 0x02060000 + T_BOOL, +#else T_INT, +#endif offsetof(__pyx_GeneratorObject, is_running), READONLY, NULL}, @@ -28688,7 +30002,7 @@ static PyMethodDef __pyx_Generator_methods[] = { {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0}, {0, 0, 0, 0} }; -static PyTypeObject __pyx_GeneratorType = { +static PyTypeObject __pyx_GeneratorType_type = { PyVarObject_HEAD_INIT(0, 0) __Pyx_NAMESTR("generator"), /*tp_name*/ sizeof(__pyx_GeneratorObject), /*tp_basicsize*/ @@ -28709,7 +30023,7 @@ static PyTypeObject __pyx_GeneratorType = { 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ - PyObject_GenericGetAttr, /*tp_getattro*/ + 0, /*tp_getattro*/ 0, /*tp_setattro*/ 0, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ @@ -28718,7 +30032,7 @@ static PyTypeObject __pyx_GeneratorType = { 0, /*tp_clear*/ 0, /*tp_richcompare*/ offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */ - PyObject_SelfIter, /*tp_iter*/ + 0, /*tp_iter*/ (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/ __pyx_Generator_methods, /*tp_methods*/ __pyx_Generator_memberlist, /*tp_members*/ @@ -28743,12 +30057,10 @@ static PyTypeObject __pyx_GeneratorType = { 0, /*tp_version_tag*/ #endif }; -static -__pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, - PyObject *closure) -{ +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure) { __pyx_GeneratorObject *gen = - PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType); + PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type); if (gen == NULL) return NULL; gen->body = body; @@ -28757,6 +30069,7 @@ __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, gen->is_running = 0; gen->resume_label = 0; gen->classobj = NULL; + gen->yieldfrom = NULL; gen->exc_type = NULL; gen->exc_value = NULL; gen->exc_traceback = NULL; @@ -28764,9 +30077,14 @@ __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, PyObject_GC_Track(gen); return gen; } -static int __pyx_Generator_init(void) -{ - return PyType_Ready(&__pyx_GeneratorType); +static int __pyx_Generator_init(void) { + __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr; + __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter; + if (PyType_Ready(&__pyx_GeneratorType_type)) { + return -1; + } + __pyx_GeneratorType = &__pyx_GeneratorType_type; + return 0; } static int __Pyx_check_binary_version(void) { @@ -28805,6 +30123,147 @@ bad: return -1; } +#ifndef __PYX_HAVE_RT_ImportType +#define __PYX_HAVE_RT_ImportType +static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, + size_t size, int strict) +{ + PyObject *py_module = 0; + PyObject *result = 0; + PyObject *py_name = 0; + char warning[200]; + py_module = __Pyx_ImportModule(module_name); + if (!py_module) + goto bad; + py_name = __Pyx_PyIdentifier_FromString(class_name); + if (!py_name) + goto bad; + result = PyObject_GetAttr(py_module, py_name); + Py_DECREF(py_name); + py_name = 0; + Py_DECREF(py_module); + py_module = 0; + if (!result) + goto bad; + if (!PyType_Check(result)) { + PyErr_Format(PyExc_TypeError, + "%s.%s is not a type object", + module_name, class_name); + goto bad; + } + if (!strict && (size_t)((PyTypeObject *)result)->tp_basicsize > size) { + PyOS_snprintf(warning, sizeof(warning), + "%s.%s size changed, may indicate binary incompatibility", + module_name, class_name); + #if PY_VERSION_HEX < 0x02050000 + if (PyErr_Warn(NULL, warning) < 0) goto bad; + #else + if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; + #endif + } + else if ((size_t)((PyTypeObject *)result)->tp_basicsize != size) { + PyErr_Format(PyExc_ValueError, + "%s.%s has the wrong size, try recompiling", + module_name, class_name); + goto bad; + } + return (PyTypeObject *)result; +bad: + Py_XDECREF(py_module); + Py_XDECREF(result); + return NULL; +} +#endif + +#ifndef __PYX_HAVE_RT_ImportModule +#define __PYX_HAVE_RT_ImportModule +static PyObject *__Pyx_ImportModule(const char *name) { + PyObject *py_name = 0; + PyObject *py_module = 0; + py_name = __Pyx_PyIdentifier_FromString(name); + if (!py_name) + goto bad; + py_module = PyImport_Import(py_name); + Py_DECREF(py_name); + return py_module; +bad: + Py_XDECREF(py_name); + return 0; +} +#endif + +static void* __Pyx_GetVtable(PyObject *dict) { + void* ptr; + PyObject *ob = PyMapping_GetItemString(dict, (char *)"__pyx_vtable__"); + if (!ob) + goto bad; +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + ptr = PyCapsule_GetPointer(ob, 0); +#else + ptr = PyCObject_AsVoidPtr(ob); +#endif + if (!ptr && !PyErr_Occurred()) + PyErr_SetString(PyExc_RuntimeError, "invalid vtable found for imported type"); + Py_DECREF(ob); + return ptr; +bad: + Py_XDECREF(ob); + return NULL; +} + +#ifndef __PYX_HAVE_RT_ImportFunction +#define __PYX_HAVE_RT_ImportFunction +static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig) { + PyObject *d = 0; + PyObject *cobj = 0; + union { + void (*fp)(void); + void *p; + } tmp; + d = PyObject_GetAttrString(module, (char *)"__pyx_capi__"); + if (!d) + goto bad; + cobj = PyDict_GetItemString(d, funcname); + if (!cobj) { + PyErr_Format(PyExc_ImportError, + "%s does not export expected C function %s", + PyModule_GetName(module), funcname); + goto bad; + } +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + if (!PyCapsule_IsValid(cobj, sig)) { + PyErr_Format(PyExc_TypeError, + "C function %s.%s has wrong signature (expected %s, got %s)", + PyModule_GetName(module), funcname, sig, PyCapsule_GetName(cobj)); + goto bad; + } + tmp.p = PyCapsule_GetPointer(cobj, sig); +#else + {const char *desc, *s1, *s2; + desc = (const char *)PyCObject_GetDesc(cobj); + if (!desc) + goto bad; + s1 = desc; s2 = sig; + while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; } + if (*s1 != *s2) { + PyErr_Format(PyExc_TypeError, + "C function %s.%s has wrong signature (expected %s, got %s)", + PyModule_GetName(module), funcname, sig, desc); + goto bad; + } + tmp.p = PyCObject_AsVoidPtr(cobj);} +#endif + *f = tmp.fp; + if (!(*f)) + goto bad; + Py_DECREF(d); + return 0; +bad: + Py_XDECREF(d); + return -1; +} +#endif + static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { int start = 0, mid = 0, end = count - 1; if (end >= 0 && code_line > entries[end].code_line) { diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx index c60f342f..e93474fe 100644 --- a/python/src/_cdec.pyx +++ b/python/src/_cdec.pyx @@ -3,14 +3,14 @@ from libcpp.vector cimport vector from utils cimport * cimport decoder -cdef char* as_str(data, error_msg='Cannot convert type %s to str'): +cdef char* as_str(data, char* error_msg='Cannot convert type %s to str'): cdef bytes ret if isinstance(data, unicode): ret = data.encode('utf8') elif isinstance(data, str): ret = data else: - raise TypeError(error_msg % type(data)) + raise TypeError(error_msg.format(type(data))) return ret include "vectors.pxi" @@ -55,8 +55,9 @@ cdef class Decoder: cdef istringstream* config_stream = new istringstream(config_str) self.dec = new decoder.Decoder(config_stream) del config_stream - self.weights = DenseVector() + self.weights = DenseVector.__new__(DenseVector) self.weights.vector = &self.dec.CurrentWeightVector() + self.weights.owned = True def __dealloc__(self): del self.dec @@ -72,6 +73,7 @@ cdef class Decoder: self.weights.vector.clear() (( weights).vector[0]).init_vector(self.weights.vector) elif isinstance(weights, dict): + self.weights.vector.clear() for fname, fval in weights.items(): self.weights[fname] = fval else: @@ -80,7 +82,7 @@ cdef class Decoder: property formalism: def __get__(self): cdef variables_map* conf = &self.dec.GetConf() - return conf[0]['formalism'].as_str().c_str() + return conf[0]['formalism'].as_str() def read_weights(self, weights): with open(weights) as fp: diff --git a/python/src/grammar.pxd b/python/src/grammar.pxd index 8853a614..833de2e3 100644 --- a/python/src/grammar.pxd +++ b/python/src/grammar.pxd @@ -21,17 +21,20 @@ cdef extern from "decoder/trule.h": void ComputeArity() cdef extern from "decoder/grammar.h": - cdef cppclass RuleBin "const RuleBin": + cdef cppclass RuleBin: int GetNumRules() shared_ptr[TRule] GetIthRule(int i) int Arity() - cdef cppclass GrammarIter "const GrammarIter": - RuleBin* GetRules() - GrammarIter* Extend(int symbol) + ctypedef RuleBin const_RuleBin "const RuleBin" + + cdef cppclass GrammarIter: + const_RuleBin* GetRules() + + ctypedef GrammarIter const_GrammarIter "const GrammarIter" cdef cppclass Grammar: - GrammarIter* GetRoot() + const_GrammarIter* GetRoot() bint HasRuleForSpan(int i, int j, int distance) unsigned GetCTFLevels() string GetGrammarName() diff --git a/python/src/grammar.pxi b/python/src/grammar.pxi index 80d9fbf5..5ec21422 100644 --- a/python/src/grammar.pxi +++ b/python/src/grammar.pxi @@ -1,4 +1,6 @@ cimport grammar +cimport cdec.sa._sa as _sa +import cdec.sa._sa as _sa def _phrase(phrase): return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) @@ -23,9 +25,41 @@ cdef class NTRef: def __str__(self): return '[%d]' % self.ref -cdef class BaseTRule: +cdef TRule convert_rule(_sa.Rule rule): + cdef unsigned i + cdef lhs = _sa.sym_tocat(rule.lhs) + cdef scores = {} + for i in range(rule.n_scores): + scores['PhraseModel_'+str(i)] = rule.cscores[i] + f, e = [], [] + cdef int* fsyms = rule.f.syms + for i in range(rule.f.n): + if _sa.sym_isvar(fsyms[i]): + f.append(NT(_sa.sym_tocat(fsyms[i]))) + else: + f.append(_sa.sym_tostring(fsyms[i])) + cdef int* esyms = rule.e.syms + for i in range(rule.e.n): + if _sa.sym_isvar(esyms[i]): + e.append(NTRef(_sa.sym_getindex(esyms[i]))) + else: + e.append(_sa.sym_tostring(esyms[i])) + cdef a = [(point/65536, point%65536) for point in rule.word_alignments] + return TRule(lhs, f, e, scores, a) + +cdef class TRule: cdef shared_ptr[grammar.TRule]* rule + def __init__(self, lhs, f, e, scores, a=None): + self.rule = new shared_ptr[grammar.TRule](new grammar.TRule()) + self.lhs = lhs + self.e = e + self.f = f + self.scores = scores + if a: + self.a = a + self.rule.get().ComputeArity() + def __dealloc__(self): del self.rule @@ -104,7 +138,7 @@ cdef class BaseTRule: property scores: def __get__(self): - cdef SparseVector scores = SparseVector() + cdef SparseVector scores = SparseVector.__new__(SparseVector) scores.vector = new FastSparseVector[double](self.rule.get().scores_) return scores @@ -132,17 +166,6 @@ cdef class BaseTRule: return '%s ||| %s ||| %s ||| %s' % (self.lhs, _phrase(self.f), _phrase(self.e), scores) -cdef class TRule(BaseTRule): - def __cinit__(self, lhs, f, e, scores, a=None): - self.rule = new shared_ptr[grammar.TRule](new grammar.TRule()) - self.lhs = lhs - self.e = e - self.f = f - self.scores = scores - if a: - self.a = a - self.rule.get().ComputeArity() - cdef class Grammar: cdef shared_ptr[grammar.Grammar]* grammar @@ -150,12 +173,12 @@ cdef class Grammar: del self.grammar def __iter__(self): - cdef grammar.GrammarIter* root = self.grammar.get().GetRoot() - cdef grammar.RuleBin* rbin = root.GetRules() + cdef grammar.const_GrammarIter* root = self.grammar.get().GetRoot() + cdef grammar.const_RuleBin* rbin = root.GetRules() cdef TRule trule cdef unsigned i for i in range(rbin.GetNumRules()): - trule = TRule() + trule = TRule.__new__(TRule) trule.rule = new shared_ptr[grammar.TRule](rbin.GetIthRule(i)) yield trule @@ -171,6 +194,8 @@ cdef class TextGrammar(Grammar): self.grammar = new shared_ptr[grammar.Grammar](new grammar.TextGrammar()) cdef grammar.TextGrammar* _g = self.grammar.get() for trule in rules: - if not isinstance(trule, BaseTRule): + if isinstance(trule, _sa.Rule): + trule = convert_rule(trule) + elif not isinstance(trule, TRule): raise ValueError('the grammar should contain TRule objects') - _g.AddRule(( trule).rule[0]) + _g.AddRule(( trule).rule[0]) diff --git a/python/src/hypergraph.pxd b/python/src/hypergraph.pxd index e51ccf5c..886660bf 100644 --- a/python/src/hypergraph.pxd +++ b/python/src/hypergraph.pxd @@ -9,23 +9,27 @@ cdef extern from "decoder/hg.h": EdgeMask(int size) bint& operator[](int) - cdef cppclass HypergraphEdge "const Hypergraph::Edge": + cdef cppclass HypergraphEdge "Hypergraph::Edge": int id_ int head_node_ # position in hg.nodes_ SmallVector[unsigned] tail_nodes_ # positions in hg.nodes_ shared_ptr[TRule] rule_ FastSparseVector[weight_t] feature_values_ - LogVal[double] edge_prob_ # weights.dot(feature_values_) + prob_t edge_prob_ # weights.dot(feature_values_) # typically source span: short int i_ short int j_ - cdef cppclass HypergraphNode "const Hypergraph::Node": + ctypedef HypergraphEdge const_HypergraphEdge "const Hypergraph::Edge" + + cdef cppclass HypergraphNode "Hypergraph::Node": int id_ WordID cat_ # non-terminal category if <0, 0 if not set vector[int] in_edges_ # positions in hg.edge_prob_ vector[int] out_edges_ # positions in hg.edge_prob_ + ctypedef HypergraphNode const_HypergraphNode "const Hypergraph::Node" + cdef cppclass Hypergraph: Hypergraph(Hypergraph) vector[HypergraphNode] nodes_ @@ -42,9 +46,9 @@ cdef extern from "decoder/hg.h": bint safe_inside) cdef extern from "decoder/viterbi.h": - LogVal[double] ViterbiESentence(Hypergraph& hg, vector[WordID]* trans) + prob_t ViterbiESentence(Hypergraph& hg, vector[WordID]* trans) string ViterbiETree(Hypergraph& hg) - LogVal[double] ViterbiFSentence(Hypergraph& hg, vector[WordID]* trans) + prob_t ViterbiFSentence(Hypergraph& hg, vector[WordID]* trans) string ViterbiFTree(Hypergraph& hg) FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg) FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg, @@ -67,7 +71,7 @@ cdef extern from "decoder/hg_sampler.h" namespace "HypergraphSampler": cdef cppclass Hypothesis: vector[WordID] words FastSparseVector[weight_t] fmap - LogVal[double] model_score + prob_t model_score void sample_hypotheses(Hypergraph& hg, unsigned n, MT19937* rng, @@ -77,4 +81,4 @@ cdef extern from "decoder/csplit.h" namespace "CompoundSplit": int GetFullWordEdgeIndex(Hypergraph& forest) cdef extern from "decoder/inside_outside.h": - LogVal[double] InsideOutside "InsideOutside, EdgeFeaturesAndProbWeightFunction>" (Hypergraph& hg, FastSparseVector[LogVal[double]]* result) + prob_t InsideOutside "InsideOutside, EdgeFeaturesAndProbWeightFunction>" (Hypergraph& hg, FastSparseVector[prob_t]* result) diff --git a/python/src/hypergraph.pxi b/python/src/hypergraph.pxi index 86751cc9..b210f440 100644 --- a/python/src/hypergraph.pxi +++ b/python/src/hypergraph.pxi @@ -21,7 +21,7 @@ cdef class Hypergraph: return (f_tree, e_tree) def viterbi_features(self): - cdef SparseVector fmap = SparseVector() + cdef SparseVector fmap = SparseVector.__new__(SparseVector) fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) return fmap @@ -67,7 +67,7 @@ cdef class Hypergraph: for k in range(size): derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) if not derivation: break - fmap = SparseVector() + fmap = SparseVector.__new__(SparseVector) fmap.vector = new FastSparseVector[weight_t](derivation._yield) yield fmap finally: @@ -130,12 +130,12 @@ cdef class Hypergraph: return self.hg.NumberOfPaths() def inside_outside(self): - cdef FastSparseVector[LogVal[double]]* result = new FastSparseVector[LogVal[double]]() - cdef LogVal[double] z = hypergraph.InsideOutside(self.hg[0], result) + cdef FastSparseVector[prob_t]* result = new FastSparseVector[prob_t]() + cdef prob_t z = hypergraph.InsideOutside(self.hg[0], result) result[0] /= z - cdef SparseVector vector = SparseVector() + cdef SparseVector vector = SparseVector.__new__(SparseVector) vector.vector = new FastSparseVector[double]() - cdef FastSparseVector[LogVal[double]].const_iterator* it = new FastSparseVector[LogVal[double]].const_iterator(result[0], False) + cdef FastSparseVector[prob_t].const_iterator* it = new FastSparseVector[prob_t].const_iterator(result[0], False) cdef unsigned i for i in range(result.size()): vector.vector.set_value(it[0].ptr().first, log(it[0].ptr().second)) @@ -147,12 +147,12 @@ cdef class Hypergraph: cdef class HypergraphEdge: cdef hypergraph.Hypergraph* hg cdef hypergraph.HypergraphEdge* edge - cdef public BaseTRule trule + cdef public TRule trule cdef init(self, hypergraph.Hypergraph* hg, unsigned i): self.hg = hg self.edge = &hg.edges_[i] - self.trule = BaseTRule() + self.trule = TRule.__new__(TRule) self.trule.rule = new shared_ptr[grammar.TRule](self.edge.rule_) return self @@ -175,7 +175,7 @@ cdef class HypergraphEdge: property feature_values: def __get__(self): - cdef SparseVector vector = SparseVector() + cdef SparseVector vector = SparseVector.__new__(SparseVector) vector.vector = new FastSparseVector[double](self.edge.feature_values_) return vector diff --git a/python/src/lattice.pxi b/python/src/lattice.pxi index 08405188..14864549 100644 --- a/python/src/lattice.pxi +++ b/python/src/lattice.pxi @@ -16,6 +16,9 @@ cdef class Lattice: self.lattice = new lattice.Lattice() lattice.ConvertTextToLattice(string(inp), self.lattice) + def __dealloc__(self): + del self.lattice + def __getitem__(self, int index): if not 0 <= index < len(self): raise IndexError('lattice index out of range') @@ -51,9 +54,6 @@ cdef class Lattice: for i in range(len(self)): yield self[i] - def __dealloc__(self): - del self.lattice - def todot(self): def lines(): yield 'digraph lattice {' diff --git a/python/src/mteval.pxd b/python/src/mteval.pxd index 27c2808d..c97c4b34 100644 --- a/python/src/mteval.pxd +++ b/python/src/mteval.pxd @@ -38,15 +38,17 @@ cdef extern from "py_scorer.h": string& metric_id, void*, MetricStatsCallback, MetricScoreCallback) cdef extern from "training/candidate_set.h" namespace "training": - cdef cppclass Candidate "const training::Candidate": + cdef cppclass Candidate: vector[WordID] ewords FastSparseVector[weight_t] fmap SufficientStats eval_feats + ctypedef Candidate const_Candidate "const training::Candidate" + cdef cppclass CandidateSet: CandidateSet() unsigned size() - Candidate& operator[](unsigned i) + const_Candidate& operator[](unsigned i) void ReadFromFile(string& file) void WriteToFile(string& file) void AddKBestCandidates(Hypergraph& hg, diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi index 52d2abc6..cd1c3c81 100644 --- a/python/src/mteval.pxi +++ b/python/src/mteval.pxi @@ -10,7 +10,7 @@ cdef SufficientStats as_stats(x, y): return stats cdef class Candidate: - cdef mteval.Candidate* candidate + cdef mteval.const_Candidate* candidate cdef public float score property words: @@ -19,7 +19,7 @@ cdef class Candidate: property fmap: def __get__(self): - cdef SparseVector fmap = SparseVector() + cdef SparseVector fmap = SparseVector.__new__(SparseVector) fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) return fmap diff --git a/python/src/sa/_cdec_sa.c b/python/src/sa/_cdec_sa.c deleted file mode 100644 index 5bd9b28c..00000000 --- a/python/src/sa/_cdec_sa.c +++ /dev/null @@ -1,62490 +0,0 @@ -/* Generated by Cython 0.16 on Fri Jul 27 00:18:44 2012 */ - -#define PY_SSIZE_T_CLEAN -#include "Python.h" -#ifndef Py_PYTHON_H - #error Python headers needed to compile C extensions, please install development version of Python. -#elif PY_VERSION_HEX < 0x02040000 - #error Cython requires Python 2.4+. -#else -#include /* For offsetof */ -#ifndef offsetof -#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) -#endif - -#if !defined(WIN32) && !defined(MS_WINDOWS) - #ifndef __stdcall - #define __stdcall - #endif - #ifndef __cdecl - #define __cdecl - #endif - #ifndef __fastcall - #define __fastcall - #endif -#endif - -#ifndef DL_IMPORT - #define DL_IMPORT(t) t -#endif -#ifndef DL_EXPORT - #define DL_EXPORT(t) t -#endif - -#ifndef PY_LONG_LONG - #define PY_LONG_LONG LONG_LONG -#endif - -#ifndef Py_HUGE_VAL - #define Py_HUGE_VAL HUGE_VAL -#endif - -#ifdef PYPY_VERSION -#define CYTHON_COMPILING_IN_PYPY 1 -#define CYTHON_COMPILING_IN_CPYTHON 0 -#else -#define CYTHON_COMPILING_IN_PYPY 0 -#define CYTHON_COMPILING_IN_CPYTHON 1 -#endif - -#if CYTHON_COMPILING_IN_PYPY - #define __Pyx_PyCFunction_Call PyObject_Call -#else - #define __Pyx_PyCFunction_Call PyCFunction_Call -#endif - -#if PY_VERSION_HEX < 0x02050000 - typedef int Py_ssize_t; - #define PY_SSIZE_T_MAX INT_MAX - #define PY_SSIZE_T_MIN INT_MIN - #define PY_FORMAT_SIZE_T "" - #define PyInt_FromSsize_t(z) PyInt_FromLong(z) - #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) - #define PyNumber_Index(o) PyNumber_Int(o) - 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#define Py_TPFLAGS_CHECKTYPES 0 - #define Py_TPFLAGS_HAVE_INDEX 0 -#endif - -#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3) - #define Py_TPFLAGS_HAVE_NEWBUFFER 0 -#endif - - -#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_GET_LENGTH) - #define CYTHON_PEP393_ENABLED 1 - #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) - #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) -#else - #define CYTHON_PEP393_ENABLED 0 - #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) - #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) -#endif - -#if PY_MAJOR_VERSION >= 3 - #define PyBaseString_Type PyUnicode_Type - #define PyStringObject PyUnicodeObject - #define PyString_Type PyUnicode_Type - #define PyString_Check PyUnicode_Check - #define PyString_CheckExact PyUnicode_CheckExact -#endif - -#if PY_VERSION_HEX < 0x02060000 - #define PyBytesObject PyStringObject - #define PyBytes_Type PyString_Type - #define PyBytes_Check PyString_Check - #define PyBytes_CheckExact PyString_CheckExact - #define PyBytes_FromString PyString_FromString - #define PyBytes_FromStringAndSize PyString_FromStringAndSize - #define PyBytes_FromFormat PyString_FromFormat - #define PyBytes_DecodeEscape PyString_DecodeEscape - #define PyBytes_AsString PyString_AsString - #define PyBytes_AsStringAndSize PyString_AsStringAndSize - #define PyBytes_Size PyString_Size - #define PyBytes_AS_STRING PyString_AS_STRING - #define PyBytes_GET_SIZE PyString_GET_SIZE - #define PyBytes_Repr PyString_Repr - #define PyBytes_Concat PyString_Concat - #define PyBytes_ConcatAndDel PyString_ConcatAndDel -#endif - -#if PY_VERSION_HEX < 0x02060000 - #define PySet_Check(obj) PyObject_TypeCheck(obj, &PySet_Type) - #define PyFrozenSet_Check(obj) PyObject_TypeCheck(obj, &PyFrozenSet_Type) -#endif -#ifndef PySet_CheckExact - #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) -#endif - -#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) - -#if PY_MAJOR_VERSION >= 3 - #define PyIntObject PyLongObject - #define PyInt_Type PyLong_Type - #define PyInt_Check(op) PyLong_Check(op) - #define PyInt_CheckExact(op) PyLong_CheckExact(op) - #define PyInt_FromString PyLong_FromString - #define PyInt_FromUnicode PyLong_FromUnicode - #define PyInt_FromLong PyLong_FromLong - #define PyInt_FromSize_t PyLong_FromSize_t - #define PyInt_FromSsize_t PyLong_FromSsize_t - #define PyInt_AsLong PyLong_AsLong - #define PyInt_AS_LONG PyLong_AS_LONG - #define PyInt_AsSsize_t PyLong_AsSsize_t - #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask - #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask -#endif - -#if PY_MAJOR_VERSION >= 3 - #define PyBoolObject PyLongObject -#endif - -#if PY_VERSION_HEX < 0x03020000 - typedef long Py_hash_t; - #define __Pyx_PyInt_FromHash_t PyInt_FromLong - #define __Pyx_PyInt_AsHash_t PyInt_AsLong -#else - #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t - #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t -#endif - -#if (PY_MAJOR_VERSION < 3) || (PY_VERSION_HEX >= 0x03010300) - #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b) - #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value) - #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b) -#else - #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \ - (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \ - (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \ - (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0))) - #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \ - (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ - (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \ - (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1))) - #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \ - (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ - (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \ - (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1))) -#endif - -#if PY_MAJOR_VERSION >= 3 - #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) -#endif - -#if PY_VERSION_HEX < 0x02050000 - #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n))) - #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a)) - #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n))) -#else - #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n)) - #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a)) - #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n)) -#endif - -#if PY_VERSION_HEX < 0x02050000 - #define __Pyx_NAMESTR(n) ((char *)(n)) - #define __Pyx_DOCSTR(n) ((char *)(n)) -#else - #define __Pyx_NAMESTR(n) (n) - #define __Pyx_DOCSTR(n) (n) -#endif - -#if PY_MAJOR_VERSION >= 3 - #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) - #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) -#else - #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) - #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) -#endif - -#ifndef __PYX_EXTERN_C - #ifdef __cplusplus - #define __PYX_EXTERN_C extern "C" - #else - #define __PYX_EXTERN_C extern - #endif -#endif - -#if defined(WIN32) || defined(MS_WINDOWS) -#define _USE_MATH_DEFINES -#endif -#include -#define __PYX_HAVE___cdec_sa -#define __PYX_HAVE_API___cdec_sa -#include "stdio.h" -#include "stdlib.h" -#include "string.h" -#include "strmap.h" -#include "math.h" -#ifdef _OPENMP -#include -#endif /* _OPENMP */ - -#ifdef PYREX_WITHOUT_ASSERTIONS -#define CYTHON_WITHOUT_ASSERTIONS -#endif - - -/* inline attribute */ -#ifndef CYTHON_INLINE - #if defined(__GNUC__) - #define CYTHON_INLINE __inline__ - #elif defined(_MSC_VER) - #define CYTHON_INLINE __inline - #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L - #define CYTHON_INLINE inline - #else - #define CYTHON_INLINE - #endif -#endif - -/* unused attribute */ -#ifndef CYTHON_UNUSED -# if defined(__GNUC__) -# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) -# define CYTHON_UNUSED __attribute__ ((__unused__)) -# else -# define CYTHON_UNUSED -# endif -# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) -# define CYTHON_UNUSED __attribute__ ((__unused__)) -# else -# define CYTHON_UNUSED -# endif -#endif - -typedef struct {PyObject **p; char *s; const long n; const char* encoding; const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/ - - -/* Type Conversion Predeclarations */ - -#define __Pyx_PyBytes_FromUString(s) PyBytes_FromString((char*)s) -#define __Pyx_PyBytes_AsUString(s) ((unsigned char*) PyBytes_AsString(s)) - -#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) -#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); -static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x); - -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); -static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); -static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); - -#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) -#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) - -#ifdef __GNUC__ - /* Test for GCC > 2.95 */ - #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)) - #define likely(x) __builtin_expect(!!(x), 1) - #define unlikely(x) __builtin_expect(!!(x), 0) - #else /* __GNUC__ > 2 ... */ - #define likely(x) (x) - #define unlikely(x) (x) - #endif /* __GNUC__ > 2 ... */ -#else /* __GNUC__ */ - #define likely(x) (x) - #define unlikely(x) (x) -#endif /* __GNUC__ */ - -static PyObject *__pyx_m; -static PyObject *__pyx_b; -static PyObject *__pyx_empty_tuple; -static PyObject *__pyx_empty_bytes; -static int __pyx_lineno; -static int __pyx_clineno = 0; -static const char * __pyx_cfilenm= __FILE__; -static const char *__pyx_filename; - - -static const char *__pyx_f[] = { - "_cdec_sa.pyx", - "float_list.pxi", - "int_list.pxi", - "data_array.pxi", - "alignment.pxi", - "bilex.pxi", - "veb.pxi", - "rule.pxi", - "rulefactory.pxi", - "lcp.pxi", - "sym.pxi", - "precomputation.pxi", - "suffix_array.pxi", - "str_map.pxi", -}; - -/*--- Type declarations ---*/ -struct __pyx_obj_8_cdec_sa_VEB; -struct __pyx_obj_8_cdec_sa_Sampler; -struct __pyx_obj_8_cdec_sa_BitSet; -struct __pyx_obj_8_cdec_sa_DataArray; -struct __pyx_obj_8_cdec_sa_TrieNode; -struct __pyx_obj_8_cdec_sa_VEBIterator; -struct __pyx_obj_8_cdec_sa_BitSetIterator; -struct __pyx_obj_8_cdec_sa_Phrase; -struct __pyx_obj_8_cdec_sa_IntList; -struct __pyx_obj_8_cdec_sa_ExtendedTrieNode; -struct __pyx_obj_8_cdec_sa_PhraseLocation; -struct __pyx_obj_8_cdec_sa_Rule; -struct __pyx_obj_8_cdec_sa_LCP; -struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory; -struct __pyx_obj_8_cdec_sa___pyx_scope_struct__compute_stats; -struct __pyx_obj_8_cdec_sa_BiLex; -struct __pyx_obj_8_cdec_sa_SuffixArray; -struct __pyx_obj_8_cdec_sa_StringMap; -struct __pyx_obj_8_cdec_sa_TrieMap; -struct __pyx_obj_8_cdec_sa_Alphabet; -struct __pyx_obj_8_cdec_sa_Alignment; -struct __pyx_obj_8_cdec_sa___pyx_scope_struct_1_input; -struct __pyx_obj_8_cdec_sa_Precomputation; -struct __pyx_obj_8_cdec_sa_FloatList; -struct __pyx_obj_8_cdec_sa_TrieTable; -struct __pyx_t_8_cdec_sa__node; -struct __pyx_t_8_cdec_sa__BitSet; -struct __pyx_t_8_cdec_sa__VEB; -struct __pyx_t_8_cdec_sa__Trie_Edge; -struct __pyx_t_8_cdec_sa__Trie_Node; -struct __pyx_t_8_cdec_sa_match_node; -struct __pyx_t_8_cdec_sa_Matching; - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":9 - * from libc.string cimport memset, strcpy, strlen - * - * cdef struct _node: # <<<<<<<<<<<<<< - * _node* smaller - * _node* bigger - */ -struct __pyx_t_8_cdec_sa__node { - struct __pyx_t_8_cdec_sa__node *smaller; - struct __pyx_t_8_cdec_sa__node *bigger; - int key; - int val; -}; - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":30 - * _init_lower_mask() - * - * cdef struct _BitSet: # <<<<<<<<<<<<<< - * long bitset - * int min_val - */ -struct __pyx_t_8_cdec_sa__BitSet { - long bitset; - int min_val; - int max_val; - int size; -}; - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":168 - * return result - * - * cdef struct _VEB: # <<<<<<<<<<<<<< - * int top_universe_size - * int num_bottom_bits - */ -struct __pyx_t_8_cdec_sa__VEB { - int top_universe_size; - int num_bottom_bits; - int max_val; - int min_val; - int size; - void *top; - void **bottom; -}; - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":10 - * cdef struct _Trie_Node # forward decl - * - * cdef struct _Trie_Edge: # <<<<<<<<<<<<<< - * int val - * _Trie_Node* node - */ -struct __pyx_t_8_cdec_sa__Trie_Edge { - int val; - struct __pyx_t_8_cdec_sa__Trie_Node *node; - struct __pyx_t_8_cdec_sa__Trie_Edge *bigger; - struct __pyx_t_8_cdec_sa__Trie_Edge *smaller; -}; - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":8 - * from libc.string cimport memset, memcpy - * - * cdef struct _Trie_Node # forward decl # <<<<<<<<<<<<<< - * - * cdef struct _Trie_Edge: - */ -struct __pyx_t_8_cdec_sa__Trie_Node { - struct __pyx_t_8_cdec_sa__Trie_Edge *root; - int *arr; - int arr_len; -}; - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":48 - * - * # linked list structure for storing matches in BaselineRuleFactory - * cdef struct match_node: # <<<<<<<<<<<<<< - * int* match - * match_node* next - */ -struct __pyx_t_8_cdec_sa_match_node { - int *match; - struct __pyx_t_8_cdec_sa_match_node *next; -}; - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":145 - * - * # struct used to encapsulate a single matching - * cdef struct Matching: # <<<<<<<<<<<<<< - * int* arr - * int start - */ -struct __pyx_t_8_cdec_sa_Matching { - int *arr; - int start; - int end; - int sent_id; - int size; -}; - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":354 - * - * - * cdef class VEB: # <<<<<<<<<<<<<< - * cdef _VEB* veb - * cdef int _findsucc(self, int i) - */ -struct __pyx_obj_8_cdec_sa_VEB { - PyObject_HEAD - struct __pyx_vtabstruct_8_cdec_sa_VEB *__pyx_vtab; - struct __pyx_t_8_cdec_sa__VEB *veb; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":79 - * - * - * cdef class Sampler: # <<<<<<<<<<<<<< - * '''A Sampler implements a logic for choosing - * samples from a population range''' - */ -struct __pyx_obj_8_cdec_sa_Sampler { - PyObject_HEAD - int sample_size; - struct __pyx_obj_8_cdec_sa_IntList *sa; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":118 - * # (entirely C-implemented) _BitSet struct. - * # Very slow; use only for debugging - * cdef class BitSet: # <<<<<<<<<<<<<< - * - * cdef _BitSet* b - */ -struct __pyx_obj_8_cdec_sa_BitSet { - PyObject_HEAD - struct __pyx_t_8_cdec_sa__BitSet *b; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":9 - * from libc.string cimport memset, strcpy, strlen - * - * cdef class DataArray: # <<<<<<<<<<<<<< - * cdef word2id - * cdef id2word - */ -struct __pyx_obj_8_cdec_sa_DataArray { - PyObject_HEAD - struct __pyx_vtabstruct_8_cdec_sa_DataArray *__pyx_vtab; - PyObject *word2id; - PyObject *id2word; - struct __pyx_obj_8_cdec_sa_IntList *data; - struct __pyx_obj_8_cdec_sa_IntList *sent_id; - struct __pyx_obj_8_cdec_sa_IntList *sent_index; - int use_sent_id; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":18 - * cdef int EPSILON = sym_fromstring('*EPS*', True) - * - * cdef class TrieNode: # <<<<<<<<<<<<<< - * cdef public children - * - */ -struct __pyx_obj_8_cdec_sa_TrieNode { - PyObject_HEAD - PyObject *children; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":340 - * - * - * cdef class VEBIterator: # <<<<<<<<<<<<<< - * cdef _VEB* v - * cdef int next_val - */ -struct __pyx_obj_8_cdec_sa_VEBIterator { - PyObject_HEAD - struct __pyx_t_8_cdec_sa__VEB *v; - int next_val; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":100 - * - * - * cdef class BitSetIterator: # <<<<<<<<<<<<<< - * cdef _BitSet* b - * cdef int next_val - */ -struct __pyx_obj_8_cdec_sa_BitSetIterator { - PyObject_HEAD - struct __pyx_t_8_cdec_sa__BitSet *b; - int next_val; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":4 - * from libc.string cimport strsep, strcpy, strlen - * - * cdef class Phrase: # <<<<<<<<<<<<<< - * cdef int *syms - * cdef int n, *varpos, n_vars - */ -struct __pyx_obj_8_cdec_sa_Phrase { - PyObject_HEAD - struct __pyx_vtabstruct_8_cdec_sa_Phrase *__pyx_vtab; - int *syms; - int n; - int *varpos; - int n_vars; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":9 - * from libc.string cimport memset, memcpy - * - * cdef class IntList: # <<<<<<<<<<<<<< - * cdef int size - * cdef int increment - */ -struct __pyx_obj_8_cdec_sa_IntList { - PyObject_HEAD - struct __pyx_vtabstruct_8_cdec_sa_IntList *__pyx_vtab; 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/*proto*/ - -#if PY_VERSION_HEX < 0x02050000 -#ifndef PyAnySet_CheckExact -#define PyAnySet_CheckExact(ob) \ - ((ob)->ob_type == &PySet_Type || \ - (ob)->ob_type == &PyFrozenSet_Type) -#define PySet_New(iterable) \ - PyObject_CallFunctionObjArgs((PyObject *)&PySet_Type, (iterable), NULL) -#define Pyx_PyFrozenSet_New(iterable) \ - PyObject_CallFunctionObjArgs((PyObject *)&PyFrozenSet_Type, (iterable), NULL) -#define PySet_Size(anyset) \ - PyObject_Size((anyset)) -#define PySet_Contains(anyset, key) \ - PySequence_Contains((anyset), (key)) -#define PySet_Pop(set) \ - PyObject_CallMethod(set, (char *)"pop", NULL) -static CYTHON_INLINE int PySet_Clear(PyObject *set) { - PyObject *ret = PyObject_CallMethod(set, (char *)"clear", NULL); - if (!ret) return -1; - Py_DECREF(ret); return 0; -} -static CYTHON_INLINE int PySet_Discard(PyObject *set, PyObject *key) { - PyObject *ret = PyObject_CallMethod(set, (char *)"discard", (char *)"O", key); - if (!ret) return -1; - Py_DECREF(ret); return 0; -} -static CYTHON_INLINE int PySet_Add(PyObject *set, PyObject *key) { - PyObject *ret = PyObject_CallMethod(set, (char *)"add", (char *)"O", key); - if (!ret) return -1; - Py_DECREF(ret); return 0; -} -#endif /* PyAnySet_CheckExact (<= Py2.4) */ -#endif /* < Py2.5 */ - -static CYTHON_INLINE void __Pyx_RaiseNoneIndexingError(void); - -#if PY_MAJOR_VERSION >= 3 -static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) { - PyObject *value; - if (unlikely(d == Py_None)) { - __Pyx_RaiseNoneIndexingError(); - return NULL; - } - value = PyDict_GetItemWithError(d, key); - if (unlikely(!value)) { - if (!PyErr_Occurred()) - PyErr_SetObject(PyExc_KeyError, key); - return NULL; - } - Py_INCREF(value); - return value; -} -#else - #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) -#endif - -static CYTHON_INLINE int __Pyx_div_int(int, int); /* proto */ - -#define UNARY_NEG_WOULD_OVERFLOW(x) (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) - -static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02040000 - if (likely(PyList_CheckExact(L)) - && likely(PyList_GET_SIZE(L) > (((PyListObject*)L)->allocated >> 1))) { - Py_SIZE(L) -= 1; - return PyList_GET_ITEM(L, PyList_GET_SIZE(L)); - } -#if PY_VERSION_HEX >= 0x02050000 - else if (Py_TYPE(L) == (&PySet_Type)) { - return PySet_Pop(L); - } -#endif -#endif - return PyObject_CallMethod(L, (char*)"pop", NULL); -} - -static PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value) { - PyObject* value; -#if PY_MAJOR_VERSION >= 3 - value = PyDict_GetItemWithError(d, key); - if (unlikely(!value)) { - if (unlikely(PyErr_Occurred())) - return NULL; - if (unlikely(PyDict_SetItem(d, key, default_value) == -1)) - return NULL; - value = default_value; - } - Py_INCREF(value); -#else - if (PyString_CheckExact(key) || PyUnicode_CheckExact(key) || PyInt_CheckExact(key)) { - value = PyDict_GetItem(d, key); - if (unlikely(!value)) { - if (unlikely(PyDict_SetItem(d, key, default_value) == -1)) - return NULL; - value = default_value; - } - Py_INCREF(value); - } else { - PyObject *m; - m = __Pyx_GetAttrString(d, "setdefault"); - if (!m) return NULL; - value = PyObject_CallFunctionObjArgs(m, key, default_value, NULL); - Py_DECREF(m); - } -#endif - return value; -} - -static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ -static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ - -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level); /*proto*/ - -static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); - -static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); - -static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *); - -static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *); - -static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *); - -static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *); - -static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *); - -static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *); - -static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *); - -static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *); - -static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *); - -static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *); - -static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *); - -static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *); - -static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); - -static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); - -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename); /*proto*/ - -static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ - -#define __Pyx_Generator_USED -#include -typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); -typedef struct { - PyObject_HEAD - __pyx_generator_body_t body; - PyObject *closure; - int is_running; - int resume_label; - PyObject *exc_type; - PyObject *exc_value; - PyObject *exc_traceback; - PyObject *gi_weakreflist; - PyObject *classobj; -} __pyx_GeneratorObject; -static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, - PyObject *closure); -static int __pyx_Generator_init(void); - -static int __Pyx_check_binary_version(void); - -static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ - -typedef struct { - int code_line; - PyCodeObject* code_object; -} __Pyx_CodeObjectCacheEntry; -struct __Pyx_CodeObjectCache { - int count; - int max_count; - __Pyx_CodeObjectCacheEntry* entries; -}; -static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); -static PyCodeObject *__pyx_find_code_object(int code_line); -static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); - -static void __Pyx_AddTraceback(const char *funcname, int c_line, - int py_line, const char *filename); /*proto*/ - -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ - - -/* Module declarations from 'libc.stdio' */ - -/* Module declarations from 'libc.stdlib' */ - -/* Module declarations from 'libc.string' */ - -/* Module declarations from 'libc.math' */ - -/* Module declarations from '_cdec_sa' */ -static PyTypeObject *__pyx_ptype_8_cdec_sa_FloatList = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_IntList = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_StringMap = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_DataArray = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_Alignment = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_BiLex = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_BitSetIterator = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_BitSet = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_VEBIterator = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_VEB = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_LCP = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_Alphabet = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_Phrase = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_Rule = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_TrieMap = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_Precomputation = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_SuffixArray = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_TrieNode = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_ExtendedTrieNode = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_TrieTable = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_PhraseLocation = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_Sampler = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa_HieroCachingRuleFactory = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa___pyx_scope_struct__compute_stats = 0; -static PyTypeObject *__pyx_ptype_8_cdec_sa___pyx_scope_struct_1_input = 0; -static int __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE; -static int __pyx_v_8_cdec_sa_MIN_BOTTOM_BITS; -static int __pyx_v_8_cdec_sa_LOWER_MASK[32]; -static int __pyx_v_8_cdec_sa_INDEX_SHIFT; -static int __pyx_v_8_cdec_sa_INDEX_MASK; -static struct __pyx_obj_8_cdec_sa_Alphabet *__pyx_v_8_cdec_sa_ALPHABET = 0; -static int __pyx_v_8_cdec_sa_PRECOMPUTE; -static int __pyx_v_8_cdec_sa_MERGE; -static int __pyx_v_8_cdec_sa_BAEZA_YATES; -static int __pyx_v_8_cdec_sa_EPSILON; -static float __pyx_f_8_cdec_sa_monitor_cpu(void); /*proto*/ -static struct __pyx_t_8_cdec_sa__node *__pyx_f_8_cdec_sa_new_node(int); /*proto*/ -static PyObject *__pyx_f_8_cdec_sa_del_node(struct __pyx_t_8_cdec_sa__node *); /*proto*/ -static int *__pyx_f_8_cdec_sa_get_val(struct __pyx_t_8_cdec_sa__node *, int); /*proto*/ -static void __pyx_f_8_cdec_sa__init_lower_mask(void); /*proto*/ -static struct __pyx_t_8_cdec_sa__BitSet *__pyx_f_8_cdec_sa_new_BitSet(void); /*proto*/ -static int __pyx_f_8_cdec_sa_bitset_findsucc(struct __pyx_t_8_cdec_sa__BitSet *, int); /*proto*/ -static int __pyx_f_8_cdec_sa_bitset_insert(struct __pyx_t_8_cdec_sa__BitSet *, int); /*proto*/ -static int __pyx_f_8_cdec_sa_bitset_contains(struct __pyx_t_8_cdec_sa__BitSet *, int); /*proto*/ -static PyObject *__pyx_f_8_cdec_sa_dec2bin(long); /*proto*/ -static struct __pyx_t_8_cdec_sa__VEB *__pyx_f_8_cdec_sa_new_VEB(int); /*proto*/ -static int __pyx_f_8_cdec_sa_VEB_insert(struct __pyx_t_8_cdec_sa__VEB *, int); /*proto*/ -static PyObject *__pyx_f_8_cdec_sa_del_VEB(struct __pyx_t_8_cdec_sa__VEB *); /*proto*/ -static int __pyx_f_8_cdec_sa_VEB_findsucc(struct __pyx_t_8_cdec_sa__VEB *, int); /*proto*/ -static int __pyx_f_8_cdec_sa_VEB_contains(struct __pyx_t_8_cdec_sa__VEB *, int); /*proto*/ -static int __pyx_f_8_cdec_sa_sym_setindex(int, int); /*proto*/ -static struct __pyx_t_8_cdec_sa__Trie_Node *__pyx_f_8_cdec_sa_new_trie_node(void); /*proto*/ -static struct __pyx_t_8_cdec_sa__Trie_Edge *__pyx_f_8_cdec_sa_new_trie_edge(int); /*proto*/ -static PyObject *__pyx_f_8_cdec_sa_free_trie_node(struct __pyx_t_8_cdec_sa__Trie_Node *); /*proto*/ -static PyObject *__pyx_f_8_cdec_sa_free_trie_edge(struct __pyx_t_8_cdec_sa__Trie_Edge *); /*proto*/ -static struct __pyx_t_8_cdec_sa__Trie_Node *__pyx_f_8_cdec_sa_trie_find(struct __pyx_t_8_cdec_sa__Trie_Node *, int); /*proto*/ -static PyObject *__pyx_f_8_cdec_sa_trie_node_data_append(struct __pyx_t_8_cdec_sa__Trie_Node *, int); /*proto*/ -static struct __pyx_t_8_cdec_sa__Trie_Node *__pyx_f_8_cdec_sa_trie_insert(struct __pyx_t_8_cdec_sa__Trie_Node *, int); /*proto*/ -static PyObject *__pyx_f_8_cdec_sa_trie_node_to_map(struct __pyx_t_8_cdec_sa__Trie_Node *, PyObject *, PyObject *, int); /*proto*/ -static PyObject *__pyx_f_8_cdec_sa_trie_edge_to_map(struct __pyx_t_8_cdec_sa__Trie_Edge *, PyObject *, PyObject *, int); /*proto*/ -static void __pyx_f_8_cdec_sa_assign_matching(struct __pyx_t_8_cdec_sa_Matching *, int *, int, int, int *); /*proto*/ -static int *__pyx_f_8_cdec_sa_append_combined_matching(int *, struct __pyx_t_8_cdec_sa_Matching *, struct __pyx_t_8_cdec_sa_Matching *, int, int, int *); /*proto*/ -static int *__pyx_f_8_cdec_sa_extend_arr(int *, int *, int *, int); /*proto*/ -static int __pyx_f_8_cdec_sa_median(int, int, int); /*proto*/ -static void __pyx_f_8_cdec_sa_find_comparable_matchings(int, int, int *, int, int, int *, int *); /*proto*/ -#define __Pyx_MODULE_NAME "_cdec_sa" -int __pyx_module_is_main__cdec_sa = 0; - -/* Implementation of '_cdec_sa' */ -static PyObject *__pyx_builtin_open; -static PyObject *__pyx_builtin_IndexError; -static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_TypeError; -static PyObject *__pyx_builtin_enumerate; -static PyObject *__pyx_builtin_map; -static PyObject *__pyx_builtin_Exception; -static PyObject *__pyx_builtin_zip; -static PyObject *__pyx_builtin_StopIteration; -static PyObject *__pyx_builtin_cmp; -static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_sorted; -static PyObject *__pyx_pf_8_cdec_sa_gzip_or_text(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_filename); /* proto */ -static int __pyx_pf_8_cdec_sa_9FloatList___cinit__(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ -static void __pyx_pf_8_cdec_sa_9FloatList_2__dealloc__(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9FloatList_4__getitem__(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static int __pyx_pf_8_cdec_sa_9FloatList_6__setitem__(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ -static Py_ssize_t __pyx_pf_8_cdec_sa_9FloatList_8__len__(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9FloatList_10append(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, float __pyx_v_val); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9FloatList_12write(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9FloatList_14read(struct __pyx_obj_8_cdec_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static int __pyx_pf_8_cdec_sa_7IntList___cinit__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_2__str__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_4index(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_val); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_6partition(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_8_doquicksort(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_10sort(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_12reset(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ -static void __pyx_pf_8_cdec_sa_7IntList_14__dealloc__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_16__getitem__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ -static int __pyx_pf_8_cdec_sa_7IntList_18__setitem__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ -static Py_ssize_t __pyx_pf_8_cdec_sa_7IntList_20__len__(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_22getSize(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_24append(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_26extend(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_28write(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7IntList_30read(struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static int __pyx_pf_8_cdec_sa_9StringMap___cinit__(struct __pyx_obj_8_cdec_sa_StringMap *__pyx_v_self); /* proto */ -static void __pyx_pf_8_cdec_sa_9StringMap_2__dealloc__(struct __pyx_obj_8_cdec_sa_StringMap *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_9DataArray___cinit__(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, int __pyx_v_use_sent_id); /* proto */ -static Py_ssize_t __pyx_pf_8_cdec_sa_9DataArray_2__len__(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9DataArray_4getSentId(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9DataArray_6getSent(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9DataArray_8getSentPos(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9DataArray_10get_id(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_word); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9DataArray_12get_word(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_id); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9DataArray_14write_text(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9DataArray_16read_text(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9DataArray_18read_binary(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9DataArray_20write_binary(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9DataArray_22write_enhanced_handle(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9DataArray_24write_enhanced(struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9Alignment_unlink(CYTHON_UNUSED struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_link); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9Alignment_2get_sent_links(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id); /* proto */ -static int __pyx_pf_8_cdec_sa_9Alignment_4__cinit__(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9Alignment_6read_text(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9Alignment_8read_binary(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9Alignment_10write_text(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9Alignment_12write_binary(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9Alignment_14write_enhanced(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9Alignment_16alignment(struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static int __pyx_pf_8_cdec_sa_5BiLex___cinit__(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_from_text, PyObject *__pyx_v_from_data, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_earray, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_alignment); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_5BiLex_2write_binary(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_5BiLex_4read_binary(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_5BiLex_6get_e_id(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_eword); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_5BiLex_8get_f_id(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_5BiLex_10read_text(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_5BiLex_12write_enhanced(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_5BiLex_14get_score(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword, PyObject *__pyx_v_eword, PyObject *__pyx_v_col); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_5BiLex_16write_text(struct __pyx_obj_8_cdec_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_14BitSetIterator___next__(struct __pyx_obj_8_cdec_sa_BitSetIterator *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_6BitSet___cinit__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ -static void __pyx_pf_8_cdec_sa_6BitSet_2__dealloc__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6BitSet_4__iter__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6BitSet_6insert(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6BitSet_8findsucc(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6BitSet_10__str__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6BitSet_12min(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6BitSet_14max(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ -static Py_ssize_t __pyx_pf_8_cdec_sa_6BitSet_16__len__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_6BitSet_18__contains__(struct __pyx_obj_8_cdec_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11VEBIterator___next__(struct __pyx_obj_8_cdec_sa_VEBIterator *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_3VEB___cinit__(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self, int __pyx_v_size); /* proto */ -static void __pyx_pf_8_cdec_sa_3VEB_2__dealloc__(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_3VEB_4__iter__(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_3VEB_6insert(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_3VEB_8findsucc(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static Py_ssize_t __pyx_pf_8_cdec_sa_3VEB_10__len__(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_3VEB_12__contains__(struct __pyx_obj_8_cdec_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static int __pyx_pf_8_cdec_sa_3LCP___cinit__(struct __pyx_obj_8_cdec_sa_LCP *__pyx_v_self, struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_sa); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_3LCP_2compute_stats(struct __pyx_obj_8_cdec_sa_LCP *__pyx_v_self, int __pyx_v_max_n); /* proto */ -static int __pyx_pf_8_cdec_sa_8Alphabet___cinit__(struct __pyx_obj_8_cdec_sa_Alphabet *__pyx_v_self); /* proto */ -static void __pyx_pf_8_cdec_sa_8Alphabet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_8_cdec_sa_Alphabet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_8Alphabet_9terminals___get__(struct __pyx_obj_8_cdec_sa_Alphabet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_8Alphabet_12nonterminals___get__(struct __pyx_obj_8_cdec_sa_Alphabet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_2sym_tostring(CYTHON_UNUSED PyObject *__pyx_self, int __pyx_v_sym); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_4sym_fromstring(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_string, int __pyx_v_terminal); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6sym_isvar(CYTHON_UNUSED PyObject *__pyx_self, int __pyx_v_sym); /* proto */ -static int __pyx_pf_8_cdec_sa_6Phrase___cinit__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_words); /* proto */ -static void __pyx_pf_8_cdec_sa_6Phrase_2__dealloc__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6Phrase_4__str__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6Phrase_6handle(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6Phrase_8strhandle(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6Phrase_10arity(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6Phrase_12getvarpos(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6Phrase_14getvar(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6Phrase_16clen(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_k); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6Phrase_18getchunk(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_ci); /* proto */ -#if PY_MAJOR_VERSION < 3 -static int __pyx_pf_8_cdec_sa_6Phrase_20__cmp__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ -#endif -static Py_hash_t __pyx_pf_8_cdec_sa_6Phrase_22__hash__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ -static Py_ssize_t __pyx_pf_8_cdec_sa_6Phrase_24__len__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6Phrase_26__getitem__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6Phrase_28__iter__(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_6Phrase_30subst(struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_children); /* proto */ -static int __pyx_pf_8_cdec_sa_4Rule___cinit__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, int __pyx_v_lhs, struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_f, struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_word_alignments); /* proto */ -static void __pyx_pf_8_cdec_sa_4Rule_2__dealloc__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ -static Py_hash_t __pyx_pf_8_cdec_sa_4Rule_4__hash__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ -#if PY_MAJOR_VERSION < 3 -static int __pyx_pf_8_cdec_sa_4Rule_6__cmp__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_other); /* proto */ -#endif -static PyObject *__pyx_pf_8_cdec_sa_4Rule_8__iadd__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_4Rule_10fmerge(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, struct __pyx_obj_8_cdec_sa_Phrase *__pyx_v_f); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_4Rule_12arity(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_4Rule_14__str__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_4Rule_6scores___get__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_4Rule_6scores_2__set__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, PyObject *__pyx_v_s); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_4Rule_3lhs___get__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_4Rule_3lhs_2__set__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_4Rule_1f___get__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_4Rule_1e___get__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_4Rule_15word_alignments___get__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_4Rule_15word_alignments_2__set__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_8_cdec_sa_4Rule_15word_alignments_4__del__(struct __pyx_obj_8_cdec_sa_Rule *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_7TrieMap___cinit__(struct __pyx_obj_8_cdec_sa_TrieMap *__pyx_v_self, int __pyx_v_alphabet_size); /* proto */ -static void __pyx_pf_8_cdec_sa_7TrieMap_2__dealloc__(struct __pyx_obj_8_cdec_sa_TrieMap *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7TrieMap_4insert(struct __pyx_obj_8_cdec_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7TrieMap_6contains(struct __pyx_obj_8_cdec_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7TrieMap_8toMap(struct __pyx_obj_8_cdec_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_flag); /* proto */ -static int __pyx_pf_8_cdec_sa_14Precomputation___cinit__(struct __pyx_obj_8_cdec_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_from_stats, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_precompute_rank, PyObject *__pyx_v_precompute_secondary_rank, PyObject *__pyx_v_max_length, PyObject *__pyx_v_max_nonterminals, PyObject *__pyx_v_train_max_initial_size, PyObject *__pyx_v_train_min_gap_size); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_14Precomputation_2read_binary(struct __pyx_obj_8_cdec_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_14Precomputation_4write_binary(struct __pyx_obj_8_cdec_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_14Precomputation_6precompute(struct __pyx_obj_8_cdec_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_stats, struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_sarray); /* proto */ -static int __pyx_pf_8_cdec_sa_11SuffixArray___cinit__(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_2__getitem__(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_4getSentId(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_6getSent(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_8getSentPos(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_10read_text(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_12q3sort(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, int __pyx_v_h, struct __pyx_obj_8_cdec_sa_IntList *__pyx_v_isa, PyObject *__pyx_v_pad); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_14write_text(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_16read_binary(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_18write_binary(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_20write_enhanced(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_11SuffixArray_22lookup(struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_word, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high); /* proto */ -static int __pyx_pf_8_cdec_sa_8TrieNode___cinit__(struct __pyx_obj_8_cdec_sa_TrieNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_8TrieNode_8children___get__(struct __pyx_obj_8_cdec_sa_TrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_8TrieNode_8children_2__set__(struct __pyx_obj_8_cdec_sa_TrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_8_cdec_sa_8TrieNode_8children_4__del__(struct __pyx_obj_8_cdec_sa_TrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode___cinit__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_phrase, PyObject *__pyx_v_phrase_location, PyObject *__pyx_v_suffix_link); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_16ExtendedTrieNode_6phrase___get__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_6phrase_2__set__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_6phrase_4__del__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_16ExtendedTrieNode_15phrase_location___get__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_15phrase_location_2__set__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_15phrase_location_4__del__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_16ExtendedTrieNode_11suffix_link___get__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_11suffix_link_2__set__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_8_cdec_sa_16ExtendedTrieNode_11suffix_link_4__del__(struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_9TrieTable___cinit__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_extended); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9TrieTable_8extended___get__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_9TrieTable_8extended_2__set__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9TrieTable_5count___get__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_9TrieTable_5count_2__set__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_9TrieTable_4root___get__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_9TrieTable_4root_2__set__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_8_cdec_sa_9TrieTable_4root_4__del__(struct __pyx_obj_8_cdec_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_8_cdec_sa_14PhraseLocation___cinit__(struct __pyx_obj_8_cdec_sa_PhraseLocation *__pyx_v_self, int __pyx_v_sa_low, int __pyx_v_sa_high, int __pyx_v_arr_low, int __pyx_v_arr_high, PyObject *__pyx_v_arr, int __pyx_v_num_subpatterns); /* proto */ -static int __pyx_pf_8_cdec_sa_7Sampler___cinit__(struct __pyx_obj_8_cdec_sa_Sampler *__pyx_v_self, int __pyx_v_sample_size, struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_fsarray); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_7Sampler_2sample(struct __pyx_obj_8_cdec_sa_Sampler *__pyx_v_self, struct __pyx_obj_8_cdec_sa_PhraseLocation *__pyx_v_phrase_location); /* proto */ -static int __pyx_pf_8_cdec_sa_23HieroCachingRuleFactory___cinit__(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_8_cdec_sa_Alignment *__pyx_v_alignment, float __pyx_v_by_slack_factor, char *__pyx_v_category, PyObject *__pyx_v_max_chunks, unsigned int __pyx_v_max_initial_size, unsigned int __pyx_v_max_length, unsigned int __pyx_v_max_nonterminals, PyObject *__pyx_v_max_target_chunks, PyObject *__pyx_v_max_target_length, unsigned int __pyx_v_min_gap_size, PyObject *__pyx_v_precompute_file, unsigned int __pyx_v_precompute_secondary_rank, unsigned int __pyx_v_precompute_rank, int __pyx_v_require_aligned_terminal, int __pyx_v_require_aligned_chunks, unsigned int __pyx_v_train_max_initial_size, unsigned int __pyx_v_train_min_gap_size, int __pyx_v_tight_phrases, int __pyx_v_use_baeza_yates, int __pyx_v_use_collocations, int __pyx_v_use_index); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_2configure(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_8_cdec_sa_SuffixArray *__pyx_v_fsarray, struct __pyx_obj_8_cdec_sa_DataArray *__pyx_v_edarray, struct __pyx_obj_8_cdec_sa_Sampler *__pyx_v_sampler); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_4pattern2phrase(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_6pattern2phrase_plus(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_8precompute(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_10get_precomputed_collocation(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_phrase); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_12advance(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_frontier, PyObject *__pyx_v_res, PyObject *__pyx_v_fwords); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_14get_all_nodes_isteps_away(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_skip, PyObject *__pyx_v_i, PyObject *__pyx_v_spanlen, PyObject *__pyx_v_pathlen, PyObject *__pyx_v_fwords, PyObject *__pyx_v_next_states, PyObject *__pyx_v_reachable_buffer); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_16reachable(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_dist); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_18shortest(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_ito); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_20get_next_states(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v__columns, PyObject *__pyx_v_curr_idx, PyObject *__pyx_v_min_dist); /* proto */ -static PyObject *__pyx_pf_8_cdec_sa_23HieroCachingRuleFactory_22input(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_models); /* proto */ -static char __pyx_k_1[] = ".gz"; -static char __pyx_k_2[] = "Requested index %d of %d-length FloatList"; -static char __pyx_k_3[] = "IntList["; -static char __pyx_k_4[] = ","; -static char __pyx_k_5[] = "]"; -static char __pyx_k_6[] = "len="; -static char __pyx_k_7[] = "Requested index %d of %d-length IntList"; -static char __pyx_k_8[] = "Requested index %d:%d of %d-length IntList"; -static char __pyx_k_9[] = "Illegal key type %s for IntList"; -static char __pyx_k_13[] = "%s "; -static char __pyx_k_14[] = "\n"; -static char __pyx_k_18[] = "%d "; -static char __pyx_k_22[] = "%s %d "; -static char __pyx_k_24[] = "write_enhanced_handle"; -static char __pyx_k_28[] = "-"; -static char __pyx_k_32[] = "%d-%d "; -static char __pyx_k_39[] = "%d-%d out of bounds (I=%d,J=%d) in line %d\n"; -static char __pyx_k_42[] = ""; -static char __pyx_k_43[] = "Sort error in CLex"; -static char __pyx_k_45[] = " "; -static char __pyx_k_47[] = "%d %f %f "; -static char __pyx_k_49[] = "%d %s "; -static char __pyx_k_53[] = "%s %s %.6f %.6f\n"; -static char __pyx_k_55[] = " ("; -static char __pyx_k_56[] = ")"; -static char __pyx_k_57[] = "Constructing LCP array"; -static char __pyx_k_59[] = "LCP array completed"; -static char __pyx_k_61[] = "[%s,%d]"; -static char __pyx_k_62[] = "[%s]"; -static char __pyx_k_63[] = "\\"; -static char __pyx_k_64[] = " "; -static char __pyx_k_65[] = "Invalid LHS symbol: %d"; -static char __pyx_k_66[] = "%d-%d"; -static char __pyx_k_67[] = " ||| "; -static char __pyx_k_68[] = "precompute_secondary_rank"; -static char __pyx_k_69[] = "train_max_initial_size"; -static char __pyx_k_70[] = "Precomputing frequent intersections"; -static char __pyx_k_72[] = " Computing inverted indexes..."; -static char __pyx_k_74[] = " Computing collocations..."; -static char __pyx_k_76[] = " %d sentences"; -static char __pyx_k_81[] = "X "; -static char __pyx_k_82[] = "ERROR: unexpected pattern %s in set of precomputed collocations"; -static char __pyx_k_83[] = "RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d"; -static char __pyx_k_84[] = "Precomputed collocations for %d patterns out of %d possible (upper bound %d)"; -static char __pyx_k_85[] = "Precomputed inverted index for %d patterns "; -static char __pyx_k_86[] = "Precomputation took %f seconds"; -static char __pyx_k_87[] = " Bucket sort took %f seconds"; -static char __pyx_k_88[] = " Refining, sort depth = %d"; -static char __pyx_k_89[] = " Refinement took %f seconds"; -static char __pyx_k_90[] = " Finalizing sort..."; -static char __pyx_k_92[] = "Suffix array construction took %f seconds"; -static char __pyx_k_93[] = "Unexpected condition found in q3sort: sort from %d to %d"; -static char __pyx_k_98[] = "Sampling strategy: uniform, max sample size = %d"; -static char __pyx_k_99[] = "Sampling strategy: no sampling"; -static char __pyx_k__0[] = "0"; -static char __pyx_k__1[] = "1"; -static char __pyx_k__e[] = "e"; -static char __pyx_k__f[] = "f"; -static char __pyx_k__h[] = "h"; -static char __pyx_k__i[] = "i"; -static char __pyx_k__j[] = "j"; -static char __pyx_k__r[] = "r"; -static char __pyx_k__w[] = "w"; -static char __pyx_k_101[] = "require_aligned_terminal"; -static char __pyx_k_102[] = "require_aligned_chunks"; -static char __pyx_k_103[] = "[X]"; -static char __pyx_k_104[] = "Must specify an alignment object"; -static char __pyx_k_106[] = "Reading precomputed data from file %s... "; -static char __pyx_k_107[] = "Precomputation done with max nonterminals %d, decoder uses %d"; -static char __pyx_k_108[] = "Precomputation done with max terminals %d, decoder uses %d"; -static char __pyx_k_109[] = "Precomputation done with max initial size %d, decoder uses %d"; -static char __pyx_k_110[] = "Precomputation done with min gap size %d, decoder uses %d"; -static char __pyx_k_111[] = "Converting %d hash keys on precomputed inverted index... "; -static char __pyx_k_112[] = "Converting %d hash keys on precomputed collocations... "; -static char __pyx_k_113[] = "Processing precomputations took %f seconds"; -static char __pyx_k_114[] = "{"; - static char __pyx_k_115[] = "("; -static char __pyx_k_116[] = "}"; -static char __pyx_k_117[] = "get_precomputed_collocation"; -static char __pyx_k_118[] = "double binary"; -static char __pyx_k_119[] = "Keyword trie error"; -static char __pyx_k_121[] = "get_all_nodes_isteps_away"; -static char __pyx_k_122[] = "Total time for rule lookup, extraction, and scoring = %f seconds"; -static char __pyx_k_123[] = " Extract time = %f seconds"; -static char __pyx_k_124[] = "No aligned terminals"; -static char __pyx_k_125[] = "Unaligned chunk"; -static char __pyx_k_126[] = "Gaps are not tight phrases"; -static char __pyx_k_127[] = "Inside edges of preceding subphrase are not tight"; -static char __pyx_k_128[] = "Inside edges of following subphrase are not tight"; -static char __pyx_k_129[] = "Subphrase [%d, %d] failed integrity check"; -static char __pyx_k_130[] = "Didn't extract anything from [%d, %d] -> [%d, %d]"; -static char __pyx_k_131[] = "Unable to extract basic phrase"; -static char __pyx_k_134[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/_cdec_sa.pyx"; -static char __pyx_k_135[] = "cdec.sa"; -static char __pyx_k_139[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi"; -static char __pyx_k_144[] = "*EPS*"; -static char __pyx_k__gc[] = "gc"; -static char __pyx_k__sa[] = "sa"; -static char __pyx_k__arr[] = "arr"; -static char __pyx_k__cmp[] = "cmp"; -static char __pyx_k__col[] = "col"; -static char __pyx_k__end[] = "end"; -static char __pyx_k__isa[] = "isa"; -static char __pyx_k__ito[] = "ito"; -static char __pyx_k__lhs[] = "lhs"; -static char __pyx_k__low[] = "low"; -static char __pyx_k__map[] = "map"; -static char __pyx_k__pad[] = "pad"; -static char __pyx_k__res[] = "res"; -static char __pyx_k__sym[] = "sym"; -static char __pyx_k__zip[] = "zip"; -static char __pyx_k__NULL[] = "NULL"; -static char __pyx_k__dist[] = "dist"; -static char __pyx_k__gzip[] = "gzip"; -static char __pyx_k__high[] = "high"; -static char __pyx_k__info[] = "info"; -static char __pyx_k__join[] = "join"; -static char __pyx_k__open[] = "open"; -static char __pyx_k__seek[] = "seek"; -static char __pyx_k__size[] = "size"; -static char __pyx_k__skip[] = "skip"; -static char __pyx_k__stop[] = "stop"; -static char __pyx_k__warn[] = "warn"; -static char __pyx_k__word[] = "word"; -static char __pyx_k___SEP_[] = "_SEP_"; -static char __pyx_k__arity[] = "arity"; -static char __pyx_k__debug[] = "debug"; -static char __pyx_k__eword[] = "eword"; -static char __pyx_k__fword[] = "fword"; -static char __pyx_k__ifrom[] = "ifrom"; -static char __pyx_k__index[] = "index"; -static char __pyx_k__merge[] = "merge"; -static char __pyx_k__range[] = "range"; -static char __pyx_k__reset[] = "reset"; -static char __pyx_k__split[] = "split"; -static char __pyx_k__start[] = "start"; -static char __pyx_k__stats[] = "stats"; -static char __pyx_k__toMap[] = "toMap"; -static char __pyx_k__words[] = "words"; -static char __pyx_k__write[] = "write"; -static char __pyx_k__earray[] = "earray"; -static char __pyx_k__extend[] = "extend"; -static char __pyx_k__fwords[] = "fwords"; -static char __pyx_k__get_id[] = "get_id"; -static char __pyx_k__insert[] = "insert"; -static char __pyx_k__logger[] = "logger"; -static char __pyx_k__lookup[] = "lookup"; -static char __pyx_k__models[] = "models"; -static char __pyx_k__offset[] = "offset"; -static char __pyx_k__phrase[] = "phrase"; -static char __pyx_k__q3sort[] = "q3sort"; -static char __pyx_k__sa_low[] = "sa_low"; -static char __pyx_k__sample[] = "sample"; -static char __pyx_k__sarray[] = "sarray"; -static char __pyx_k__scores[] = "scores"; -static char __pyx_k__sorted[] = "sorted"; -static char __pyx_k__string[] = "string"; -static char __pyx_k__unlink[] = "unlink"; -static char __pyx_k__advance[] = "advance"; -static char __pyx_k__arr_low[] = "arr_low"; -static char __pyx_k__collect[] = "collect"; -static char __pyx_k__edarray[] = "edarray"; -static char __pyx_k__fsarray[] = "fsarray"; -static char __pyx_k__getSent[] = "getSent"; -static char __pyx_k__logging[] = "logging"; -static char __pyx_k__pathlen[] = "pathlen"; -static char __pyx_k__sa_high[] = "sa_high"; -static char __pyx_k__sampler[] = "sampler"; -static char __pyx_k__spanlen[] = "spanlen"; -static char __pyx_k__GzipFile[] = "GzipFile"; -static char __pyx_k____exit__[] = "__exit__"; -static char __pyx_k____main__[] = "__main__"; -static char __pyx_k____test__[] = "__test__"; -static char __pyx_k___cdec_sa[] = "_cdec_sa"; -static char __pyx_k___columns[] = "_columns"; -static char __pyx_k__arr_high[] = "arr_high"; -static char __pyx_k__category[] = "category"; -static char __pyx_k__children[] = "children"; -static char __pyx_k__curr_idx[] = "curr_idx"; -static char __pyx_k__extended[] = "extended"; -static char __pyx_k__filename[] = "filename"; -static char __pyx_k__frontier[] = "frontier"; -static char __pyx_k__get_e_id[] = "get_e_id"; -static char __pyx_k__get_f_id[] = "get_f_id"; -static char __pyx_k__get_word[] = "get_word"; -static char __pyx_k__getchunk[] = "getchunk"; -static char __pyx_k__min_dist[] = "min_dist"; -static char __pyx_k__resource[] = "resource"; -static char __pyx_k__ru_stime[] = "ru_stime"; -static char __pyx_k__ru_utime[] = "ru_utime"; -static char __pyx_k__shortest[] = "shortest"; -static char __pyx_k__terminal[] = "terminal"; -static char __pyx_k__Exception[] = "Exception"; -static char __pyx_k__TypeError[] = "TypeError"; -static char __pyx_k____enter__[] = "__enter__"; -static char __pyx_k__alignment[] = "alignment"; -static char __pyx_k__enumerate[] = "enumerate"; -static char __pyx_k__from_data[] = "from_data"; -static char __pyx_k__from_text[] = "from_text"; -static char __pyx_k__getLogger[] = "getLogger"; -static char __pyx_k__getSentId[] = "getSentId"; -static char __pyx_k__getrusage[] = "getrusage"; -static char __pyx_k__increment[] = "increment"; -static char __pyx_k__iteritems[] = "iteritems"; -static char __pyx_k__partition[] = "partition"; -static char __pyx_k__reachable[] = "reachable"; -static char __pyx_k__read_text[] = "read_text"; -static char __pyx_k__sym_isvar[] = "sym_isvar"; -static char __pyx_k__use_index[] = "use_index"; -static char __pyx_k__IndexError[] = "IndexError"; -static char __pyx_k__ValueError[] = "ValueError"; -static char __pyx_k__from_stats[] = "from_stats"; -static char __pyx_k__getSentPos[] = "getSentPos"; -static char __pyx_k__max_chunks[] = "max_chunks"; -static char __pyx_k__max_length[] = "max_length"; -static char __pyx_k__precompute[] = "precompute"; -static char __pyx_k__setdefault[] = "setdefault"; -static char __pyx_k__write_text[] = "write_text"; -static char __pyx_k__END_OF_FILE[] = "END_OF_FILE"; -static char __pyx_k__END_OF_LINE[] = "END_OF_LINE"; -static char __pyx_k__RUSAGE_SELF[] = "RUSAGE_SELF"; -static char __pyx_k__from_binary[] = "from_binary"; -static char __pyx_k__initial_len[] = "initial_len"; -static char __pyx_k__next_states[] = "next_states"; -static char __pyx_k__precomputed[] = "precomputed"; -static char __pyx_k__read_binary[] = "read_binary"; -static char __pyx_k__sample_size[] = "sample_size"; -static char __pyx_k__suffix_link[] = "suffix_link"; -static char __pyx_k__use_sent_id[] = "use_sent_id"; -static char __pyx_k___doquicksort[] = "_doquicksort"; -static char __pyx_k__gzip_or_text[] = "gzip_or_text"; -static char __pyx_k__min_gap_size[] = "min_gap_size"; -static char __pyx_k__sym_tostring[] = "sym_tostring"; -static char __pyx_k__StopIteration[] = "StopIteration"; -static char __pyx_k__alphabet_size[] = "alphabet_size"; -static char __pyx_k__tight_phrases[] = "tight_phrases"; -static char __pyx_k__pattern2phrase[] = "pattern2phrase"; -static char __pyx_k__sym_fromstring[] = "sym_fromstring"; -static char __pyx_k__by_slack_factor[] = "by_slack_factor"; -static char __pyx_k__get_next_states[] = "get_next_states"; -static char __pyx_k__num_subpatterns[] = "num_subpatterns"; -static char __pyx_k__phrase_location[] = "phrase_location"; -static char __pyx_k__precompute_file[] = "precompute_file"; -static char __pyx_k__precompute_rank[] = "precompute_rank"; -static char __pyx_k__use_baeza_yates[] = "use_baeza_yates"; 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- } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":141 - * faligned[i] = 1 - * ealigned[j] = 1 - * for i from 0 <= i < I: # <<<<<<<<<<<<<< - * if faligned[i] == 0: - * f_i = fsent[i] - */ - __pyx_t_7 = __pyx_v_I; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":142 - * ealigned[j] = 1 - * for i from 0 <= i < I: - * if faligned[i] == 0: # <<<<<<<<<<<<<< - * f_i = fsent[i] - * fmargin[f_i] = fmargin[f_i] + 1 - */ - __pyx_t_10 = ((__pyx_v_faligned[__pyx_v_i]) == 0); - if (__pyx_t_10) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":143 - * for i from 0 <= i < I: - * if faligned[i] == 0: - * f_i = fsent[i] # <<<<<<<<<<<<<< - * fmargin[f_i] = fmargin[f_i] + 1 - * emargin[null_word] = emargin[null_word] + 1 - */ - __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":144 - * if faligned[i] == 0: - * f_i = fsent[i] - * fmargin[f_i] = fmargin[f_i] + 1 # <<<<<<<<<<<<<< - * emargin[null_word] = emargin[null_word] + 1 - * if dict[f_i] == NULL: - */ - (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); 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- int __pyx_v_tmp; - int __pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - __Pyx_RefNannySetupContext("VEB_insert", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":208 - * cdef int a, b, tmp - * - * if veb.size == 0: # <<<<<<<<<<<<<< - * veb.min_val = i - * veb.max_val = i - */ - __pyx_t_1 = (__pyx_v_veb->size == 0); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":209 - * - * if veb.size == 0: - * veb.min_val = i # <<<<<<<<<<<<<< - * veb.max_val = i - * elif i == veb.min_val or i == veb.max_val: - */ - __pyx_v_veb->min_val = __pyx_v_i; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":210 - * if veb.size == 0: - * veb.min_val = i - * veb.max_val = i # <<<<<<<<<<<<<< - * elif i == veb.min_val or i == veb.max_val: - * return 0 - */ - __pyx_v_veb->max_val = __pyx_v_i; - goto __pyx_L3; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":211 - * veb.min_val = i - * veb.max_val = i - * elif i == veb.min_val or i == veb.max_val: # <<<<<<<<<<<<<< - * return 0 - * else: - */ - __pyx_t_1 = (__pyx_v_i == __pyx_v_veb->min_val); - if (!__pyx_t_1) { - __pyx_t_2 = (__pyx_v_i == __pyx_v_veb->max_val); - __pyx_t_3 = __pyx_t_2; - } else { - __pyx_t_3 = __pyx_t_1; - } - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":212 - * veb.max_val = i - * elif i == veb.min_val or i == veb.max_val: - * return 0 # <<<<<<<<<<<<<< - * else: - * if i < veb.min_val: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L3; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":214 - * return 0 - * else: - * if i < veb.min_val: # <<<<<<<<<<<<<< - * tmp = i - * i = veb.min_val - */ - __pyx_t_3 = (__pyx_v_i < __pyx_v_veb->min_val); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":215 - * else: - * if i < veb.min_val: - * tmp = i # <<<<<<<<<<<<<< - * i = veb.min_val - * veb.min_val = tmp - */ - __pyx_v_tmp = __pyx_v_i; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":216 - * if i < veb.min_val: - * tmp = i - * i = veb.min_val # <<<<<<<<<<<<<< - * veb.min_val = tmp - * a = i >> veb.num_bottom_bits - */ - __pyx_v_i = __pyx_v_veb->min_val; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":217 - * tmp = i - * i = veb.min_val - * veb.min_val = tmp # <<<<<<<<<<<<<< - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - */ - __pyx_v_veb->min_val = __pyx_v_tmp; - goto __pyx_L4; - } - __pyx_L4:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":218 - * i = veb.min_val - * veb.min_val = tmp - * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<< - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * if veb.bottom[a] == NULL: - */ - __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":219 - * veb.min_val = tmp - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<< - * if veb.bottom[a] == NULL: - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - */ - __pyx_v_b = (__pyx_v_i & (__pyx_v_8_cdec_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":220 - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * if veb.bottom[a] == NULL: # <<<<<<<<<<<<<< - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * subv = <_VEB*> veb.top - */ - __pyx_t_3 = ((__pyx_v_veb->bottom[__pyx_v_a]) == NULL); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":221 - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * if veb.bottom[a] == NULL: - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * subv = <_VEB*> veb.top - * VEB_insert(subv, a) - */ - __pyx_t_3 = (__pyx_v_veb->top_universe_size > __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":222 - * if veb.bottom[a] == NULL: - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * subv = <_VEB*> veb.top # <<<<<<<<<<<<<< - * VEB_insert(subv, a) - * else: - */ - __pyx_v_subv = ((struct __pyx_t_8_cdec_sa__VEB *)__pyx_v_veb->top); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":223 - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * subv = <_VEB*> veb.top - * VEB_insert(subv, a) # <<<<<<<<<<<<<< - * else: - * subb = <_BitSet*> veb.top - */ - __pyx_f_8_cdec_sa_VEB_insert(__pyx_v_subv, __pyx_v_a); - goto __pyx_L6; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":225 - * VEB_insert(subv, a) - * else: - * subb = <_BitSet*> veb.top # <<<<<<<<<<<<<< - * bitset_insert(subb, a) - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - */ - __pyx_v_subb = ((struct __pyx_t_8_cdec_sa__BitSet *)__pyx_v_veb->top); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":226 - * else: - * subb = <_BitSet*> veb.top - * bitset_insert(subb, a) # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) - */ - __pyx_f_8_cdec_sa_bitset_insert(__pyx_v_subb, __pyx_v_a); - } - __pyx_L6:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":227 - * subb = <_BitSet*> veb.top - * bitset_insert(subb, a) - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) - * else: - */ - __pyx_t_3 = (__pyx_v_veb->num_bottom_bits > __pyx_v_8_cdec_sa_MIN_BOTTOM_BITS); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":228 - * bitset_insert(subb, a) - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) # <<<<<<<<<<<<<< - * else: - * veb.bottom[a] = new_BitSet() - */ - (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_8_cdec_sa_new_VEB((1 << __pyx_v_veb->num_bottom_bits)); - goto __pyx_L7; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":230 - * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) - * else: - * veb.bottom[a] = new_BitSet() # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] - */ - (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_8_cdec_sa_new_BitSet(); - } - __pyx_L7:; - goto __pyx_L5; - } - __pyx_L5:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":231 - * else: - * veb.bottom[a] = new_BitSet() - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * subv = <_VEB*> veb.bottom[a] - * if VEB_insert(subv, b) == 0: - */ - __pyx_t_3 = (__pyx_v_veb->num_bottom_bits > __pyx_v_8_cdec_sa_MIN_BOTTOM_BITS); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":232 - * veb.bottom[a] = new_BitSet() - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< - * if VEB_insert(subv, b) == 0: - * return 0 - */ - __pyx_v_subv = ((struct __pyx_t_8_cdec_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":233 - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] - * if VEB_insert(subv, b) == 0: # <<<<<<<<<<<<<< - * return 0 - * else: - */ - __pyx_t_3 = (__pyx_f_8_cdec_sa_VEB_insert(__pyx_v_subv, __pyx_v_b) == 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":234 - * subv = <_VEB*> veb.bottom[a] - * if VEB_insert(subv, b) == 0: - * return 0 # <<<<<<<<<<<<<< - * else: - * subb = <_BitSet*> veb.bottom[a] - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L9; - } - __pyx_L9:; - goto __pyx_L8; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":236 - * return 0 - * else: - * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< - * if bitset_insert(subb, b) == 0: - * return 0 - */ - __pyx_v_subb = ((struct __pyx_t_8_cdec_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":237 - * else: - * subb = <_BitSet*> veb.bottom[a] - * if bitset_insert(subb, b) == 0: # <<<<<<<<<<<<<< - * return 0 - * - */ - __pyx_t_3 = (__pyx_f_8_cdec_sa_bitset_insert(__pyx_v_subb, __pyx_v_b) == 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":238 - * subb = <_BitSet*> veb.bottom[a] - * if bitset_insert(subb, b) == 0: - * return 0 # <<<<<<<<<<<<<< - * - * if i > veb.max_val: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L10; - } - __pyx_L10:; - } - __pyx_L8:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":240 - * return 0 - * - * if i > veb.max_val: # <<<<<<<<<<<<<< - * veb.max_val = i - * veb.size = veb.size + 1 - */ - __pyx_t_3 = (__pyx_v_i > __pyx_v_veb->max_val); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":241 - * - * if i > veb.max_val: - * veb.max_val = i # <<<<<<<<<<<<<< - * veb.size = veb.size + 1 - * return 1 - */ - __pyx_v_veb->max_val = __pyx_v_i; - goto __pyx_L11; - } - __pyx_L11:; - } - __pyx_L3:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":242 - * if i > veb.max_val: - * veb.max_val = i - * veb.size = veb.size + 1 # <<<<<<<<<<<<<< - * return 1 - * - */ - __pyx_v_veb->size = (__pyx_v_veb->size + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":243 - * veb.max_val = i - * veb.size = veb.size + 1 - * return 1 # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = 1; - goto __pyx_L0; - - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":246 - * - * - * cdef del_VEB(_VEB* veb): # <<<<<<<<<<<<<< - * cdef int i - * - */ - -static PyObject *__pyx_f_8_cdec_sa_del_VEB(struct __pyx_t_8_cdec_sa__VEB *__pyx_v_veb) { - int __pyx_v_i; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - PyObject *__pyx_t_2 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("del_VEB", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":249 - * cdef int i - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * i = (<_VEB*> veb.top).min_val - * else: - */ - __pyx_t_1 = (__pyx_v_veb->top_universe_size > __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":250 - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * i = (<_VEB*> veb.top).min_val # <<<<<<<<<<<<<< - * else: - * i = (<_BitSet*> veb.top).min_val - */ - __pyx_v_i = ((struct __pyx_t_8_cdec_sa__VEB *)__pyx_v_veb->top)->min_val; - goto __pyx_L3; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":252 - * i = (<_VEB*> veb.top).min_val - * else: - * i = (<_BitSet*> veb.top).min_val # <<<<<<<<<<<<<< - * - * while i != -1: - */ - __pyx_v_i = ((struct __pyx_t_8_cdec_sa__BitSet *)__pyx_v_veb->top)->min_val; - } - __pyx_L3:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":254 - * i = (<_BitSet*> veb.top).min_val - * - * while i != -1: # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * del_VEB(<_VEB*> veb.bottom[i]) - */ - while (1) { - __pyx_t_1 = (__pyx_v_i != -1); - if (!__pyx_t_1) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":255 - * - * while i != -1: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * del_VEB(<_VEB*> veb.bottom[i]) - * else: - */ - __pyx_t_1 = (__pyx_v_veb->num_bottom_bits > __pyx_v_8_cdec_sa_MIN_BOTTOM_BITS); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":256 - * while i != -1: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * del_VEB(<_VEB*> veb.bottom[i]) # <<<<<<<<<<<<<< - * else: - * free(<_BitSet*> veb.bottom[i]) - */ - __pyx_t_2 = __pyx_f_8_cdec_sa_del_VEB(((struct __pyx_t_8_cdec_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_i]))); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - goto __pyx_L6; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":258 - * del_VEB(<_VEB*> veb.bottom[i]) - * else: - * free(<_BitSet*> veb.bottom[i]) # <<<<<<<<<<<<<< - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - */ - free(((struct __pyx_t_8_cdec_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_i]))); - } - __pyx_L6:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":260 - * free(<_BitSet*> veb.bottom[i]) - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * i = VEB_findsucc(<_VEB*> veb.top, i) - * else: - */ - __pyx_t_1 = (__pyx_v_veb->top_universe_size > __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":261 - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * i = VEB_findsucc(<_VEB*> veb.top, i) # <<<<<<<<<<<<<< - * else: - * i = bitset_findsucc(<_BitSet*> veb.top, i) - */ - __pyx_v_i = __pyx_f_8_cdec_sa_VEB_findsucc(((struct __pyx_t_8_cdec_sa__VEB *)__pyx_v_veb->top), __pyx_v_i); - goto __pyx_L7; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":263 - * i = VEB_findsucc(<_VEB*> veb.top, i) - * else: - * i = bitset_findsucc(<_BitSet*> veb.top, i) # <<<<<<<<<<<<<< - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - */ - __pyx_v_i = __pyx_f_8_cdec_sa_bitset_findsucc(((struct __pyx_t_8_cdec_sa__BitSet *)__pyx_v_veb->top), __pyx_v_i); - } - __pyx_L7:; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":265 - * i = bitset_findsucc(<_BitSet*> veb.top, i) - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * del_VEB(<_VEB*> veb.top) - * else: - */ - __pyx_t_1 = (__pyx_v_veb->top_universe_size > __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":266 - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * del_VEB(<_VEB*> veb.top) # <<<<<<<<<<<<<< - * else: - * free(<_BitSet*> veb.top) - */ - __pyx_t_2 = __pyx_f_8_cdec_sa_del_VEB(((struct __pyx_t_8_cdec_sa__VEB *)__pyx_v_veb->top)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 266; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - goto __pyx_L8; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":268 - * del_VEB(<_VEB*> veb.top) - * else: - * free(<_BitSet*> veb.top) # <<<<<<<<<<<<<< - * free(veb.bottom) - * free(veb) - */ - free(((struct __pyx_t_8_cdec_sa__BitSet *)__pyx_v_veb->top)); - } - __pyx_L8:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":269 - * else: - * free(<_BitSet*> veb.top) - * free(veb.bottom) # <<<<<<<<<<<<<< - * free(veb) - * - */ - free(__pyx_v_veb->bottom); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":270 - * free(<_BitSet*> veb.top) - * free(veb.bottom) - * free(veb) # <<<<<<<<<<<<<< - * - * - */ - free(__pyx_v_veb); - - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_2); - __Pyx_AddTraceback("_cdec_sa.del_VEB", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":273 - * - * - * cdef int VEB_findsucc(_VEB* veb, int i): # <<<<<<<<<<<<<< - * cdef _VEB* subv - * cdef _BitSet* subb - */ - -static int __pyx_f_8_cdec_sa_VEB_findsucc(struct __pyx_t_8_cdec_sa__VEB *__pyx_v_veb, int __pyx_v_i) { - struct __pyx_t_8_cdec_sa__VEB *__pyx_v_subv; - struct __pyx_t_8_cdec_sa__BitSet *__pyx_v_subb; - int __pyx_v_a; - int __pyx_v_b; - int __pyx_v_j; - int __pyx_v_c; - int __pyx_v_found; - int __pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - __Pyx_RefNannySetupContext("VEB_findsucc", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":278 - * cdef int a, b, j, c, found - * - * if veb.max_val == -1 or i>=veb.max_val: # <<<<<<<<<<<<<< - * return -1 - * if i < veb.min_val: - */ - __pyx_t_1 = (__pyx_v_veb->max_val == -1); - if (!__pyx_t_1) { - __pyx_t_2 = (__pyx_v_i >= __pyx_v_veb->max_val); - __pyx_t_3 = __pyx_t_2; - } else { - __pyx_t_3 = __pyx_t_1; - } - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":279 - * - * if veb.max_val == -1 or i>=veb.max_val: - * return -1 # <<<<<<<<<<<<<< - * if i < veb.min_val: - * return veb.min_val - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L3; - } - __pyx_L3:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":280 - * if veb.max_val == -1 or i>=veb.max_val: - * return -1 - * if i < veb.min_val: # <<<<<<<<<<<<<< - * return veb.min_val - * - */ - __pyx_t_3 = (__pyx_v_i < __pyx_v_veb->min_val); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":281 - * return -1 - * if i < veb.min_val: - * return veb.min_val # <<<<<<<<<<<<<< - * - * a = i >> veb.num_bottom_bits - */ - __pyx_r = __pyx_v_veb->min_val; - goto __pyx_L0; - goto __pyx_L4; - } - __pyx_L4:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":283 - * return veb.min_val - * - * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<< - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * found = 0 - */ - __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":284 - * - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<< - * found = 0 - * if veb.bottom[a] != NULL: - */ - __pyx_v_b = (__pyx_v_i & (__pyx_v_8_cdec_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":285 - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * found = 0 # <<<<<<<<<<<<<< - * if veb.bottom[a] != NULL: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - */ - __pyx_v_found = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":286 - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * found = 0 - * if veb.bottom[a] != NULL: # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] - */ - __pyx_t_3 = ((__pyx_v_veb->bottom[__pyx_v_a]) != NULL); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":287 - * found = 0 - * if veb.bottom[a] != NULL: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * subv = <_VEB*> veb.bottom[a] - * if subv.max_val > b: - */ - __pyx_t_3 = (__pyx_v_veb->num_bottom_bits > __pyx_v_8_cdec_sa_MIN_BOTTOM_BITS); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":288 - * if veb.bottom[a] != NULL: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< - * if subv.max_val > b: - * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) - */ - __pyx_v_subv = ((struct __pyx_t_8_cdec_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":289 - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] - * if subv.max_val > b: # <<<<<<<<<<<<<< - * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) - * found = 1 - */ - __pyx_t_3 = (__pyx_v_subv->max_val > __pyx_v_b); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":290 - * subv = <_VEB*> veb.bottom[a] - * if subv.max_val > b: - * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) # <<<<<<<<<<<<<< - * found = 1 - * else: - */ - __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_8_cdec_sa_VEB_findsucc(__pyx_v_subv, __pyx_v_b)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":291 - * if subv.max_val > b: - * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) - * found = 1 # <<<<<<<<<<<<<< - * else: - * subb = <_BitSet*> veb.bottom[a] - */ - __pyx_v_found = 1; - goto __pyx_L7; - } - __pyx_L7:; - goto __pyx_L6; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":293 - * found = 1 - * else: - * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< - * if subb.max_val > b: - * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) - */ - __pyx_v_subb = ((struct __pyx_t_8_cdec_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":294 - * else: - * subb = <_BitSet*> veb.bottom[a] - * if subb.max_val > b: # <<<<<<<<<<<<<< - * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) - * found = 1 - */ - __pyx_t_3 = (__pyx_v_subb->max_val > __pyx_v_b); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":295 - * subb = <_BitSet*> veb.bottom[a] - * if subb.max_val > b: - * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) # <<<<<<<<<<<<<< - * found = 1 - * if found==0: - */ - __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_8_cdec_sa_bitset_findsucc(__pyx_v_subb, __pyx_v_b)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":296 - * if subb.max_val > b: - * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) - * found = 1 # <<<<<<<<<<<<<< - * if found==0: - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - */ - __pyx_v_found = 1; - goto __pyx_L8; - } - __pyx_L8:; - } - __pyx_L6:; - goto __pyx_L5; 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- goto __pyx_L10; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":302 - * c = VEB_findsucc(subv, a) - * else: - * subb = <_BitSet*> veb.top # <<<<<<<<<<<<<< - * c = bitset_findsucc(subb, a) - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - */ - __pyx_v_subb = ((struct __pyx_t_8_cdec_sa__BitSet *)__pyx_v_veb->top); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":303 - * else: - * subb = <_BitSet*> veb.top - * c = bitset_findsucc(subb, a) # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[c] - */ - __pyx_v_c = __pyx_f_8_cdec_sa_bitset_findsucc(__pyx_v_subb, __pyx_v_a); - } - __pyx_L10:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":304 - * subb = <_BitSet*> veb.top - * c = bitset_findsucc(subb, a) - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * subv = <_VEB*> veb.bottom[c] - * j = (c << veb.num_bottom_bits) + subv.min_val - */ - __pyx_t_3 = (__pyx_v_veb->num_bottom_bits > __pyx_v_8_cdec_sa_MIN_BOTTOM_BITS); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":305 - * c = bitset_findsucc(subb, a) - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[c] # <<<<<<<<<<<<<< - * j = (c << veb.num_bottom_bits) + subv.min_val - * else: - */ - __pyx_v_subv = ((struct __pyx_t_8_cdec_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_c])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":306 - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[c] - * j = (c << veb.num_bottom_bits) + subv.min_val # <<<<<<<<<<<<<< - * else: - * subb = <_BitSet*> veb.bottom[c] - */ - __pyx_v_j = ((__pyx_v_c << __pyx_v_veb->num_bottom_bits) + __pyx_v_subv->min_val); - goto __pyx_L11; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":308 - * j = (c << veb.num_bottom_bits) + subv.min_val - * else: - * subb = <_BitSet*> veb.bottom[c] # <<<<<<<<<<<<<< - * j = (c << veb.num_bottom_bits) + subb.min_val - * return j - */ - __pyx_v_subb = ((struct __pyx_t_8_cdec_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_c])); 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_75), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":330 - * - * logger.info(" Computing collocations...") - * N = len(queue) # <<<<<<<<<<<<<< - * ptr1 = 0 - * sent_count = 0 - */ - __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_queue)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_N = __pyx_t_2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":331 - * logger.info(" Computing collocations...") - * N = len(queue) - * ptr1 = 0 # <<<<<<<<<<<<<< - * sent_count = 0 - * while ptr1 < N: # main loop - */ - __pyx_v_ptr1 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":332 - * N = len(queue) - * ptr1 = 0 - * sent_count = 0 # <<<<<<<<<<<<<< - * while ptr1 < N: # main loop - * i1 = queue.arr[ptr1] - */ - __pyx_v_sent_count = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":333 - * ptr1 = 0 - * sent_count = 0 - * while ptr1 < N: # main loop # <<<<<<<<<<<<<< - * i1 = queue.arr[ptr1] - * if i1 > -1: - */ - while (1) { - __pyx_t_11 = (__pyx_v_ptr1 < __pyx_v_N); - if (!__pyx_t_11) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":334 - * sent_count = 0 - * while ptr1 < N: # main loop - * i1 = queue.arr[ptr1] # <<<<<<<<<<<<<< - * if i1 > -1: - * l1 = queue.arr[ptr1+1] - */ - __pyx_v_i1 = (__pyx_v_queue->arr[__pyx_v_ptr1]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":335 - * while ptr1 < N: # main loop - * i1 = queue.arr[ptr1] - * if i1 > -1: # <<<<<<<<<<<<<< - * l1 = queue.arr[ptr1+1] - * ptr2 = ptr1 + 2 - */ - __pyx_t_11 = (__pyx_v_i1 > -1); - if (__pyx_t_11) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":336 - * i1 = queue.arr[ptr1] - * if i1 > -1: - * l1 = queue.arr[ptr1+1] # <<<<<<<<<<<<<< - * ptr2 = ptr1 + 2 - * while ptr2 < N: - */ - __pyx_v_l1 = (__pyx_v_queue->arr[(__pyx_v_ptr1 + 1)]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":337 - * if i1 > -1: - * l1 = queue.arr[ptr1+1] - * ptr2 = ptr1 + 2 # <<<<<<<<<<<<<< - * while ptr2 < N: - * i2 = queue.arr[ptr2] - */ - __pyx_v_ptr2 = (__pyx_v_ptr1 + 2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":338 - * l1 = queue.arr[ptr1+1] - * ptr2 = ptr1 + 2 - * while ptr2 < N: # <<<<<<<<<<<<<< - * i2 = queue.arr[ptr2] - * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: - */ - while (1) { - __pyx_t_11 = (__pyx_v_ptr2 < __pyx_v_N); - if (!__pyx_t_11) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":339 - * ptr2 = ptr1 + 2 - * while ptr2 < N: - * i2 = queue.arr[ptr2] # <<<<<<<<<<<<<< - * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: - * break - */ - __pyx_v_i2 = (__pyx_v_queue->arr[__pyx_v_ptr2]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":340 - * while ptr2 < N: - * i2 = queue.arr[ptr2] - * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< - * break - * l2 = queue.arr[ptr2+1] - */ - __pyx_t_11 = (__pyx_v_i2 == -1); - if (!__pyx_t_11) { - __pyx_t_17 = ((__pyx_v_i2 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size); - __pyx_t_18 = __pyx_t_17; - } else { - __pyx_t_18 = __pyx_t_11; - } - if (__pyx_t_18) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":341 - * i2 = queue.arr[ptr2] - * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: - * break # <<<<<<<<<<<<<< - * l2 = queue.arr[ptr2+1] - * if (i2 - i1 - l1 >= self.train_min_gap_size and - */ - goto __pyx_L19_break; - goto __pyx_L20; - } - __pyx_L20:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":342 - * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: - * break - * l2 = queue.arr[ptr2+1] # <<<<<<<<<<<<<< - * if (i2 - i1 - l1 >= self.train_min_gap_size and - * i2 + l2 - i1 <= self.train_max_initial_size and - */ - __pyx_v_l2 = (__pyx_v_queue->arr[(__pyx_v_ptr2 + 1)]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":343 - * break - * l2 = queue.arr[ptr2+1] - * if (i2 - i1 - l1 >= self.train_min_gap_size and # <<<<<<<<<<<<<< - * i2 + l2 - i1 <= self.train_max_initial_size and - * l1+l2+1 <= self.max_length): - */ - __pyx_t_18 = (((__pyx_v_i2 - __pyx_v_i1) - __pyx_v_l1) >= __pyx_v_self->train_min_gap_size); - if (__pyx_t_18) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":344 - * l2 = queue.arr[ptr2+1] - * if (i2 - i1 - l1 >= self.train_min_gap_size and - * i2 + l2 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<< - * l1+l2+1 <= self.max_length): - * node = collocations._insert(data.arr+i1, l1) - */ - __pyx_t_11 = (((__pyx_v_i2 + __pyx_v_l2) - __pyx_v_i1) <= __pyx_v_self->train_max_initial_size); - if (__pyx_t_11) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":345 - * if (i2 - i1 - l1 >= self.train_min_gap_size and - * i2 + l2 - i1 <= self.train_max_initial_size and - * l1+l2+1 <= self.max_length): # <<<<<<<<<<<<<< - * node = collocations._insert(data.arr+i1, l1) - * node = trie_insert(node, -1) - */ - __pyx_t_17 = (((__pyx_v_l1 + __pyx_v_l2) + 1) <= __pyx_v_self->max_length); - __pyx_t_19 = __pyx_t_17; - } else { - __pyx_t_19 = __pyx_t_11; - } - __pyx_t_11 = __pyx_t_19; - } else { - __pyx_t_11 = __pyx_t_18; - } - if (__pyx_t_11) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":346 - * i2 + l2 - i1 <= self.train_max_initial_size and - * l1+l2+1 <= self.max_length): - * node = collocations._insert(data.arr+i1, l1) # <<<<<<<<<<<<<< - * node = trie_insert(node, -1) - * for i from i2 <= i < i2+l2: - */ - __pyx_v_node = ((struct __pyx_vtabstruct_8_cdec_sa_TrieMap *)__pyx_v_collocations->__pyx_vtab)->_insert(__pyx_v_collocations, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":347 - * l1+l2+1 <= self.max_length): - * node = collocations._insert(data.arr+i1, l1) - * node = trie_insert(node, -1) # <<<<<<<<<<<<<< - * for i from i2 <= i < i2+l2: - * node = trie_insert(node, data.arr[i]) - */ - __pyx_v_node = __pyx_f_8_cdec_sa_trie_insert(__pyx_v_node, -1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":348 - * node = collocations._insert(data.arr+i1, l1) - * node = trie_insert(node, -1) - * for i from i2 <= i < i2+l2: # <<<<<<<<<<<<<< - * node = trie_insert(node, data.arr[i]) - * trie_node_data_append(node, i1) - */ - __pyx_t_13 = (__pyx_v_i2 + __pyx_v_l2); - for (__pyx_v_i = __pyx_v_i2; __pyx_v_i < __pyx_t_13; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":349 - * node = trie_insert(node, -1) - * for i from i2 <= i < i2+l2: - * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<< - * trie_node_data_append(node, i1) - * trie_node_data_append(node, i2) - */ - __pyx_v_node = __pyx_f_8_cdec_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i])); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":350 - * for i from i2 <= i < i2+l2: - * node = trie_insert(node, data.arr[i]) - * trie_node_data_append(node, i1) # <<<<<<<<<<<<<< - * trie_node_data_append(node, i2) - * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: - */ - __pyx_t_3 = __pyx_f_8_cdec_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":351 - * node = trie_insert(node, data.arr[i]) - * trie_node_data_append(node, i1) - * trie_node_data_append(node, i2) # <<<<<<<<<<<<<< - * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: - * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: - */ - __pyx_t_3 = __pyx_f_8_cdec_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":352 - * trie_node_data_append(node, i1) - * trie_node_data_append(node, i2) - * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: # <<<<<<<<<<<<<< - * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: - * is_super = 1 - */ - __pyx_t_11 = (((struct __pyx_vtabstruct_8_cdec_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i2), __pyx_v_l2) != NULL); - if (__pyx_t_11) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":353 - * trie_node_data_append(node, i2) - * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: - * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: # <<<<<<<<<<<<<< - * is_super = 1 - * else: - */ - __pyx_t_11 = (((struct __pyx_vtabstruct_8_cdec_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1) != NULL); - if (__pyx_t_11) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":354 - * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: - * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: - * is_super = 1 # <<<<<<<<<<<<<< - * else: - * is_super = 0 - */ - __pyx_v_is_super = 1; - goto __pyx_L25; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":356 - * is_super = 1 - * else: - * is_super = 0 # <<<<<<<<<<<<<< - * ptr3 = ptr2 + 2 - * while ptr3 < N: - */ - __pyx_v_is_super = 0; - } - __pyx_L25:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":357 - * else: - * is_super = 0 - * ptr3 = ptr2 + 2 # <<<<<<<<<<<<<< - * while ptr3 < N: - * i3 = queue.arr[ptr3] - */ - __pyx_v_ptr3 = (__pyx_v_ptr2 + 2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":358 - * is_super = 0 - * ptr3 = ptr2 + 2 - * while ptr3 < N: # <<<<<<<<<<<<<< - * i3 = queue.arr[ptr3] - * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: - */ - while (1) { - __pyx_t_11 = (__pyx_v_ptr3 < __pyx_v_N); - if (!__pyx_t_11) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":359 - * ptr3 = ptr2 + 2 - * while ptr3 < N: - * i3 = queue.arr[ptr3] # <<<<<<<<<<<<<< - * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: - * break - */ - __pyx_v_i3 = (__pyx_v_queue->arr[__pyx_v_ptr3]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":360 - * while ptr3 < N: - * i3 = queue.arr[ptr3] - * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< - * break - * l3 = queue.arr[ptr3+1] - */ - __pyx_t_11 = (__pyx_v_i3 == -1); - if (!__pyx_t_11) { - __pyx_t_18 = ((__pyx_v_i3 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size); - __pyx_t_19 = __pyx_t_18; - } else { - __pyx_t_19 = __pyx_t_11; - } - if (__pyx_t_19) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":361 - * i3 = queue.arr[ptr3] - * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: - * break # <<<<<<<<<<<<<< - * l3 = queue.arr[ptr3+1] - * if (i3 - i2 - l2 >= self.train_min_gap_size and - */ - goto __pyx_L27_break; - goto __pyx_L28; - } - __pyx_L28:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":362 - * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: - * break - * l3 = queue.arr[ptr3+1] # <<<<<<<<<<<<<< - * if (i3 - i2 - l2 >= self.train_min_gap_size and - * i3 + l3 - i1 <= self.train_max_initial_size and - */ - __pyx_v_l3 = (__pyx_v_queue->arr[(__pyx_v_ptr3 + 1)]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":363 - * break - * l3 = queue.arr[ptr3+1] - * if (i3 - i2 - l2 >= self.train_min_gap_size and # <<<<<<<<<<<<<< - * i3 + l3 - i1 <= self.train_max_initial_size and - * l1+l2+l3+2 <= self.max_length): - */ - __pyx_t_19 = (((__pyx_v_i3 - __pyx_v_i2) - __pyx_v_l2) >= __pyx_v_self->train_min_gap_size); 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There are two flavors, depending on - */ - __pyx_r = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->merge_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, __pyx_v_result_len); - goto __pyx_L0; - goto __pyx_L8; - } - __pyx_L8:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":505 - * # binary search. There are two flavors, depending on - * # whether the queryset or dataset is first - * if d_first: # <<<<<<<<<<<<<< - * med2 = median(low2, high2, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - */ - if (__pyx_v_d_first) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":506 - * # whether the queryset or dataset is first - * if d_first: - * med2 = median(low2, high2, step2) # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * - */ - __pyx_v_med2 = __pyx_f_8_cdec_sa_median(__pyx_v_low2, __pyx_v_high2, __pyx_v_step2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":507 - * if d_first: - * med2 = median(low2, high2, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * - * search_low = low1 - */ - __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":509 - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * - * search_low = low1 # <<<<<<<<<<<<<< - * search_high = high1 - * while search_low < search_high: - */ - __pyx_v_search_low = __pyx_v_low1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":510 - * - * search_low = low1 - * search_high = high1 # <<<<<<<<<<<<<< - * while search_low < search_high: - * med1 = median(search_low, search_high, step1) - */ - __pyx_v_search_high = __pyx_v_high1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":511 - * search_low = low1 - * search_high = high1 - * while search_low < search_high: # <<<<<<<<<<<<<< - * med1 = median(search_low, search_high, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - */ - while (1) { - __pyx_t_3 = (__pyx_v_search_low < __pyx_v_search_high); - if (!__pyx_t_3) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":512 - * search_high = high1 - * while search_low < search_high: - * med1 = median(search_low, search_high, step1) # <<<<<<<<<<<<<< - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - */ - __pyx_v_med1 = __pyx_f_8_cdec_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":513 - * while search_low < search_high: - * med1 = median(search_low, search_high, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - */ - __pyx_f_8_cdec_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":514 - * med1 = median(search_low, search_high, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == -1: - * search_low = med1_plus - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":517 - * if comparison == -1: - * search_low = med1_plus - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_high = med1_minus - * else: - */ - switch (__pyx_v_comparison) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":515 - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: # <<<<<<<<<<<<<< - * search_low = med1_plus - * elif comparison == 1: - */ - case -1: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":516 - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - * search_low = med1_plus # <<<<<<<<<<<<<< - * elif comparison == 1: - * search_high = med1_minus - */ - __pyx_v_search_low = __pyx_v_med1_plus; - break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":517 - * if comparison == -1: - * search_low = med1_plus - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_high = med1_minus - * else: - */ - case 1: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":518 - * search_low = med1_plus - * elif comparison == 1: - * search_high = med1_minus # <<<<<<<<<<<<<< - * else: - * break - */ - __pyx_v_search_high = __pyx_v_med1_minus; - break; - default: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":520 - * search_high = med1_minus - * else: - * break # <<<<<<<<<<<<<< - * else: - * med1 = median(low1, high1, step1) - */ - goto __pyx_L11_break; - break; - } - } - __pyx_L11_break:; - goto __pyx_L9; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":522 - * break - * else: - * med1 = median(low1, high1, step1) # <<<<<<<<<<<<<< - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * - */ - __pyx_v_med1 = __pyx_f_8_cdec_sa_median(__pyx_v_low1, __pyx_v_high1, __pyx_v_step1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":523 - * else: - * med1 = median(low1, high1, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< - * - * search_low = low2 - */ - __pyx_f_8_cdec_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":525 - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * - * search_low = low2 # <<<<<<<<<<<<<< - * search_high = high2 - * while search_low < search_high: - */ - __pyx_v_search_low = __pyx_v_low2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":526 - * - * search_low = low2 - * search_high = high2 # <<<<<<<<<<<<<< - * while search_low < search_high: - * med2 = median(search_low, search_high, step2) - */ - __pyx_v_search_high = __pyx_v_high2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":527 - * search_low = low2 - * search_high = high2 - * while search_low < search_high: # <<<<<<<<<<<<<< - * med2 = median(search_low, search_high, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - */ - while (1) { - __pyx_t_3 = (__pyx_v_search_low < __pyx_v_search_high); - if (!__pyx_t_3) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":528 - * search_high = high2 - * while search_low < search_high: - * med2 = median(search_low, search_high, step2) # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - */ - __pyx_v_med2 = __pyx_f_8_cdec_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":529 - * while search_low < search_high: - * med2 = median(search_low, search_high, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - */ - __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":530 - * med2 = median(search_low, search_high, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == -1: - * search_high = med2 - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":533 - * if comparison == -1: - * search_high = med2 - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_low = med2 + step2 - * else: - */ - switch (__pyx_v_comparison) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":531 - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: # <<<<<<<<<<<<<< - * search_high = med2 - * elif comparison == 1: - */ - case -1: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":532 - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - * search_high = med2 # <<<<<<<<<<<<<< - * elif comparison == 1: - * search_low = med2 + step2 - */ - __pyx_v_search_high = __pyx_v_med2; - break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":533 - * if comparison == -1: - * search_high = med2 - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_low = med2 + step2 - * else: - */ - case 1: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":534 - * search_high = med2 - * elif comparison == 1: - * search_low = med2 + step2 # <<<<<<<<<<<<<< - * else: - * break - */ - __pyx_v_search_low = (__pyx_v_med2 + __pyx_v_step2); - break; - default: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":536 - * search_low = med2 + step2 - * else: - * break # <<<<<<<<<<<<<< - * - * med_result_len = 0 - */ - goto __pyx_L13_break; - break; - } - } - __pyx_L13_break:; - } - __pyx_L9:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":538 - * break - * - * med_result_len = 0 # <<<<<<<<<<<<<< - * med_result = malloc(0*sizeof(int*)) - * if search_high > search_low: - */ - __pyx_v_med_result_len = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":539 - * - * med_result_len = 0 - * med_result = malloc(0*sizeof(int*)) # <<<<<<<<<<<<<< - * if search_high > search_low: - * # Then there is a match for the median element of Q - */ - __pyx_v_med_result = ((int *)malloc((0 * (sizeof(int *))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":540 - * med_result_len = 0 - * med_result = malloc(0*sizeof(int*)) - * if search_high > search_low: # <<<<<<<<<<<<<< - * # Then there is a match for the median element of Q - * # What we want to find is the group of all bindings in the first set - */ - __pyx_t_3 = (__pyx_v_search_high > __pyx_v_search_low); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":546 - * # want to store the bindings for all of those elements. We can - * # subsequently throw all of them away. - * med2_minus = med2 # <<<<<<<<<<<<<< - * med2_plus = med2 + step2 - * i1 = med1_minus - */ - __pyx_v_med2_minus = __pyx_v_med2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":547 - * # subsequently throw all of them away. - * med2_minus = med2 - * med2_plus = med2 + step2 # <<<<<<<<<<<<<< - * i1 = med1_minus - * while i1 < med1_plus: - */ - __pyx_v_med2_plus = (__pyx_v_med2 + __pyx_v_step2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":548 - * med2_minus = med2 - * med2_plus = med2 + step2 - * i1 = med1_minus # <<<<<<<<<<<<<< - * while i1 < med1_plus: - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - */ - __pyx_v_i1 = __pyx_v_med1_minus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":549 - * med2_plus = med2 + step2 - * i1 = med1_minus - * while i1 < med1_plus: # <<<<<<<<<<<<<< - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - * while med2_minus-step2 >= low2: - */ - while (1) { - __pyx_t_3 = (__pyx_v_i1 < __pyx_v_med1_plus); - if (!__pyx_t_3) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":550 - * i1 = med1_minus - * while i1 < med1_plus: - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * while med2_minus-step2 >= low2: - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - */ - __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":551 - * while i1 < med1_plus: - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - * while med2_minus-step2 >= low2: # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: - */ - while (1) { - __pyx_t_3 = ((__pyx_v_med2_minus - __pyx_v_step2) >= __pyx_v_low2); - if (!__pyx_t_3) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":552 - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - * while med2_minus-step2 >= low2: - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: - * med2_minus = med2_minus - step2 - */ - __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_med2_minus - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":553 - * while med2_minus-step2 >= low2: - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: # <<<<<<<<<<<<<< - * med2_minus = med2_minus - step2 - * else: - */ - __pyx_t_3 = (((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) < 1); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":554 - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: - * med2_minus = med2_minus - step2 # <<<<<<<<<<<<<< - * else: - * break - */ - __pyx_v_med2_minus = (__pyx_v_med2_minus - __pyx_v_step2); - goto __pyx_L19; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":556 - * med2_minus = med2_minus - step2 - * else: - * break # <<<<<<<<<<<<<< - * i2 = med2_minus - * while i2 < high2: - */ - goto __pyx_L18_break; - } - __pyx_L19:; - } - __pyx_L18_break:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":557 - * else: - * break - * i2 = med2_minus # <<<<<<<<<<<<<< - * while i2 < high2: - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - */ - __pyx_v_i2 = __pyx_v_med2_minus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":558 - * break - * i2 = med2_minus - * while i2 < high2: # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - */ - while (1) { - __pyx_t_3 = (__pyx_v_i2 < __pyx_v_high2); - if (!__pyx_t_3) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":559 - * i2 = med2_minus - * while i2 < high2: - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - * if comparison == 0: - */ - __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":560 - * while i2 < high2: - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == 0: - * pass - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":561 - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - * if comparison == 0: # <<<<<<<<<<<<<< - * pass - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) - */ - __pyx_t_3 = (__pyx_v_comparison == 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":563 - * if comparison == 0: - * pass - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) # <<<<<<<<<<<<<< - * if comparison == -1: - * break - */ - __pyx_v_med_result = __pyx_f_8_cdec_sa_append_combined_matching(__pyx_v_med_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, (&__pyx_v_med_result_len)); - goto __pyx_L22; - } - __pyx_L22:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":564 - * pass - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) - * if comparison == -1: # <<<<<<<<<<<<<< - * break - * i2 = i2 + step2 - */ - __pyx_t_3 = (__pyx_v_comparison == -1); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":565 - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) - * if comparison == -1: - * break # <<<<<<<<<<<<<< - * i2 = i2 + step2 - * if i2 > med2_plus: - */ - goto __pyx_L21_break; - goto __pyx_L23; - } - __pyx_L23:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":566 - * if comparison == -1: - * break - * i2 = i2 + step2 # <<<<<<<<<<<<<< - * if i2 > med2_plus: - * med2_plus = i2 - */ - __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2); - } - __pyx_L21_break:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":567 - * break - * i2 = i2 + step2 - * if i2 > med2_plus: # <<<<<<<<<<<<<< - * med2_plus = i2 - * i1 = i1 + step1 - */ - __pyx_t_3 = (__pyx_v_i2 > __pyx_v_med2_plus); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":568 - * i2 = i2 + step2 - * if i2 > med2_plus: - * med2_plus = i2 # <<<<<<<<<<<<<< - * i1 = i1 + step1 - * - */ - __pyx_v_med2_plus = __pyx_v_i2; - goto __pyx_L24; - } - __pyx_L24:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":569 - * if i2 > med2_plus: - * med2_plus = i2 - * i1 = i1 + step1 # <<<<<<<<<<<<<< - * - * tmp = med1_minus - */ - __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":571 - * i1 = i1 + step1 - * - * tmp = med1_minus # <<<<<<<<<<<<<< - * med1_minus = med1_plus - * med1_plus = tmp - */ - __pyx_v_tmp = __pyx_v_med1_minus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":572 - * - * tmp = med1_minus - * med1_minus = med1_plus # <<<<<<<<<<<<<< - * med1_plus = tmp - * else: - */ - __pyx_v_med1_minus = __pyx_v_med1_plus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":573 - * tmp = med1_minus - * med1_minus = med1_plus - * med1_plus = tmp # <<<<<<<<<<<<<< - * else: - * # No match; need to figure out the point of division in D and Q - */ - __pyx_v_med1_plus = __pyx_v_tmp; - goto __pyx_L14; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":576 - * else: - * # No match; need to figure out the point of division in D and Q - * med2_minus = med2 # <<<<<<<<<<<<<< - * med2_plus = med2 - * if d_first: - */ - __pyx_v_med2_minus = __pyx_v_med2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":577 - * # No match; need to figure out the point of division in D and Q - * med2_minus = med2 - * med2_plus = med2 # <<<<<<<<<<<<<< - * if d_first: - * med2_minus = med2_minus + step2 - */ - __pyx_v_med2_plus = __pyx_v_med2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":578 - * med2_minus = med2 - * med2_plus = med2 - * if d_first: # <<<<<<<<<<<<<< - * med2_minus = med2_minus + step2 - * if comparison == -1: - */ - if (__pyx_v_d_first) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":579 - * med2_plus = med2 - * if d_first: - * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< - * if comparison == -1: - * med1_minus = med1_plus - */ - __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":580 - * if d_first: - * med2_minus = med2_minus + step2 - * if comparison == -1: # <<<<<<<<<<<<<< - * med1_minus = med1_plus - * if comparison == 1: - */ - __pyx_t_3 = (__pyx_v_comparison == -1); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":581 - * med2_minus = med2_minus + step2 - * if comparison == -1: - * med1_minus = med1_plus # <<<<<<<<<<<<<< - * if comparison == 1: - * med1_plus = med1_minus - */ - __pyx_v_med1_minus = __pyx_v_med1_plus; - goto __pyx_L26; - } - __pyx_L26:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":582 - * if comparison == -1: - * med1_minus = med1_plus - * if comparison == 1: # <<<<<<<<<<<<<< - * med1_plus = med1_minus - * else: - */ - __pyx_t_3 = (__pyx_v_comparison == 1); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":583 - * med1_minus = med1_plus - * if comparison == 1: - * med1_plus = med1_minus # <<<<<<<<<<<<<< - * else: - * tmp = med1_minus - */ - __pyx_v_med1_plus = __pyx_v_med1_minus; - goto __pyx_L27; - } - __pyx_L27:; - goto __pyx_L25; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":585 - * med1_plus = med1_minus - * else: - * tmp = med1_minus # <<<<<<<<<<<<<< - * med1_minus = med1_plus - * med1_plus = tmp - */ - __pyx_v_tmp = __pyx_v_med1_minus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":586 - * else: - * tmp = med1_minus - * med1_minus = med1_plus # <<<<<<<<<<<<<< - * med1_plus = tmp - * if comparison == 1: - */ - __pyx_v_med1_minus = __pyx_v_med1_plus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":587 - * tmp = med1_minus - * med1_minus = med1_plus - * med1_plus = tmp # <<<<<<<<<<<<<< - * if comparison == 1: - * med2_minus = med2_minus + step2 - */ - __pyx_v_med1_plus = __pyx_v_tmp; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":588 - * med1_minus = med1_plus - * med1_plus = tmp - * if comparison == 1: # <<<<<<<<<<<<<< - * med2_minus = med2_minus + step2 - * med2_plus = med2_plus + step2 - */ - __pyx_t_3 = (__pyx_v_comparison == 1); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":589 - * med1_plus = tmp - * if comparison == 1: - * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< - * med2_plus = med2_plus + step2 - * - */ - __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":590 - * if comparison == 1: - * med2_minus = med2_minus + step2 - * med2_plus = med2_plus + step2 # <<<<<<<<<<<<<< - * - * low_result_len = 0 - */ - __pyx_v_med2_plus = (__pyx_v_med2_plus + __pyx_v_step2); - goto __pyx_L28; - } - __pyx_L28:; - } - __pyx_L25:; - } - __pyx_L14:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":592 - * med2_plus = med2_plus + step2 - * - * low_result_len = 0 # <<<<<<<<<<<<<< - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) - * high_result_len = 0 - */ - __pyx_v_low_result_len = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":593 - * - * low_result_len = 0 - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) # <<<<<<<<<<<<<< - * high_result_len = 0 - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) - */ - __pyx_v_low_result = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_med2_plus, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_low_result_len)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":594 - * low_result_len = 0 - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) - * high_result_len = 0 # <<<<<<<<<<<<<< - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) - * - */ - __pyx_v_high_result_len = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":595 - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) - * high_result_len = 0 - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) # <<<<<<<<<<<<<< - * - * result = extend_arr(result, result_len, low_result, low_result_len) - */ - __pyx_v_high_result = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med2_minus, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_high_result_len)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":597 - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) - * - * result = extend_arr(result, result_len, low_result, low_result_len) # <<<<<<<<<<<<<< - * result = extend_arr(result, result_len, med_result, med_result_len) - * result = extend_arr(result, result_len, high_result, high_result_len) - */ - __pyx_v_result = __pyx_f_8_cdec_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_low_result, __pyx_v_low_result_len); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":598 - * - * result = extend_arr(result, result_len, low_result, low_result_len) - * result = extend_arr(result, result_len, med_result, med_result_len) # <<<<<<<<<<<<<< - * result = extend_arr(result, result_len, high_result, high_result_len) - * free(low_result) - */ - __pyx_v_result = __pyx_f_8_cdec_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_med_result, __pyx_v_med_result_len); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":599 - * result = extend_arr(result, result_len, low_result, low_result_len) - * result = extend_arr(result, result_len, med_result, med_result_len) - * result = extend_arr(result, result_len, high_result, high_result_len) # <<<<<<<<<<<<<< - * free(low_result) - * free(med_result) - */ - __pyx_v_result = __pyx_f_8_cdec_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_high_result, __pyx_v_high_result_len); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":600 - * result = extend_arr(result, result_len, med_result, med_result_len) - * result = extend_arr(result, result_len, high_result, high_result_len) - * free(low_result) # <<<<<<<<<<<<<< - * free(med_result) - * free(high_result) - */ - free(__pyx_v_low_result); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":601 - * result = extend_arr(result, result_len, high_result, high_result_len) - * free(low_result) - * free(med_result) # <<<<<<<<<<<<<< - * free(high_result) - * - */ - free(__pyx_v_med_result); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":602 - * free(low_result) - * free(med_result) - * free(high_result) # <<<<<<<<<<<<<< - * - * return result - */ - free(__pyx_v_high_result); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":604 - * free(high_result) - * - * return result # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = __pyx_v_result; - goto __pyx_L0; - - __pyx_r = 0; - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_WriteUnraisable("_cdec_sa.HieroCachingRuleFactory.baeza_yates_helper", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":608 - * - * - * cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, # <<<<<<<<<<<<<< - * Matching* loc2, int offset_by_one, int len_last): - * """ - */ - -static long __pyx_f_8_cdec_sa_23HieroCachingRuleFactory_compare_matchings_set(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_i1_minus, int __pyx_v_i1_plus, int *__pyx_v_arr1, int __pyx_v_step1, struct __pyx_t_8_cdec_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { - int __pyx_v_i1; - int __pyx_v_comparison; - int __pyx_v_prev_comparison; - struct __pyx_t_8_cdec_sa_Matching __pyx_v_l1_stack; - struct __pyx_t_8_cdec_sa_Matching *__pyx_v_loc1; - long __pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - __Pyx_RefNannySetupContext("compare_matchings_set", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":619 - * cdef Matching* loc1 - * - * loc1 = &l1_stack # <<<<<<<<<<<<<< - * - * i1 = i1_minus - */ - __pyx_v_loc1 = (&__pyx_v_l1_stack); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":621 - * loc1 = &l1_stack - * - * i1 = i1_minus # <<<<<<<<<<<<<< - * while i1 < i1_plus: - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - */ - __pyx_v_i1 = __pyx_v_i1_minus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":622 - * - * i1 = i1_minus - * while i1 < i1_plus: # <<<<<<<<<<<<<< - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - */ - while (1) { - __pyx_t_1 = (__pyx_v_i1 < __pyx_v_i1_plus); - if (!__pyx_t_1) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":623 - * i1 = i1_minus - * while i1 < i1_plus: - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - * if comparison == 0: - */ - __pyx_f_8_cdec_sa_assign_matching(__pyx_v_loc1, __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":624 - * while i1 < i1_plus: - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == 0: - * prev_comparison = 0 - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, __pyx_v_loc1, __pyx_v_loc2, __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":625 - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - * if comparison == 0: # <<<<<<<<<<<<<< - * prev_comparison = 0 - * break - */ - __pyx_t_1 = (__pyx_v_comparison == 0); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":626 - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - * if comparison == 0: - * prev_comparison = 0 # <<<<<<<<<<<<<< - * break - * elif i1 == i1_minus: - */ - __pyx_v_prev_comparison = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":627 - * if comparison == 0: - * prev_comparison = 0 - * break # <<<<<<<<<<<<<< - * elif i1 == i1_minus: - * prev_comparison = comparison - */ - goto __pyx_L4_break; - goto __pyx_L5; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":628 - * prev_comparison = 0 - * break - * elif i1 == i1_minus: # <<<<<<<<<<<<<< - * prev_comparison = comparison - * else: - */ - __pyx_t_1 = (__pyx_v_i1 == __pyx_v_i1_minus); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":629 - * break - * elif i1 == i1_minus: - * prev_comparison = comparison # <<<<<<<<<<<<<< - * else: - * if comparison != prev_comparison: - */ - __pyx_v_prev_comparison = __pyx_v_comparison; - goto __pyx_L5; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":631 - * prev_comparison = comparison - * else: - * if comparison != prev_comparison: # <<<<<<<<<<<<<< - * prev_comparison = 0 - * break - */ - __pyx_t_1 = (__pyx_v_comparison != __pyx_v_prev_comparison); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":632 - * else: - * if comparison != prev_comparison: - * prev_comparison = 0 # <<<<<<<<<<<<<< - * break - * i1 = i1 + step1 - */ - __pyx_v_prev_comparison = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":633 - * if comparison != prev_comparison: - * prev_comparison = 0 - * break # <<<<<<<<<<<<<< - * i1 = i1 + step1 - * return prev_comparison - */ - goto __pyx_L4_break; - goto __pyx_L6; - } - __pyx_L6:; - } - __pyx_L5:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":634 - * prev_comparison = 0 - * break - * i1 = i1 + step1 # <<<<<<<<<<<<<< - * return prev_comparison - * - */ - __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); - } - __pyx_L4_break:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":635 - * break - * i1 = i1 + step1 - * return prev_comparison # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = __pyx_v_prev_comparison; - goto __pyx_L0; - - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":638 - * - * - * cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): # <<<<<<<<<<<<<< - * cdef int i - * - */ - -static long __pyx_f_8_cdec_sa_23HieroCachingRuleFactory_compare_matchings(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_t_8_cdec_sa_Matching *__pyx_v_loc1, struct __pyx_t_8_cdec_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { - int __pyx_v_i; - long __pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - int __pyx_t_4; - __Pyx_RefNannySetupContext("compare_matchings", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":641 - * cdef int i - * - * if loc1.sent_id > loc2.sent_id: # <<<<<<<<<<<<<< - * return 1 - * if loc2.sent_id > loc1.sent_id: - */ - __pyx_t_1 = (__pyx_v_loc1->sent_id > __pyx_v_loc2->sent_id); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":642 - * - * if loc1.sent_id > loc2.sent_id: - * return 1 # <<<<<<<<<<<<<< - * if loc2.sent_id > loc1.sent_id: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L3; - } - __pyx_L3:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":643 - * if loc1.sent_id > loc2.sent_id: - * return 1 - * if loc2.sent_id > loc1.sent_id: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_1 = (__pyx_v_loc2->sent_id > __pyx_v_loc1->sent_id); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":644 - * return 1 - * if loc2.sent_id > loc1.sent_id: - * return -1 # <<<<<<<<<<<<<< - * - * if loc1.size == 1 and loc2.size == 1: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L4; - } - __pyx_L4:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":646 - * return -1 - * - * if loc1.size == 1 and loc2.size == 1: # <<<<<<<<<<<<<< - * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: - * return 1 - */ - __pyx_t_1 = (__pyx_v_loc1->size == 1); - if (__pyx_t_1) { - __pyx_t_2 = (__pyx_v_loc2->size == 1); - __pyx_t_3 = __pyx_t_2; - } else { - __pyx_t_3 = __pyx_t_1; - } - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":647 - * - * if loc1.size == 1 and loc2.size == 1: - * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: # <<<<<<<<<<<<<< - * return 1 - * - */ - __pyx_t_3 = (((__pyx_v_loc2->arr[__pyx_v_loc2->start]) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) <= __pyx_v_self->train_min_gap_size); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":648 - * if loc1.size == 1 and loc2.size == 1: - * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: - * return 1 # <<<<<<<<<<<<<< - * - * elif offset_by_one: - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L6; - } - __pyx_L6:; - goto __pyx_L5; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":650 - * return 1 - * - * elif offset_by_one: # <<<<<<<<<<<<<< - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - */ - if (__pyx_v_offset_by_one) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":651 - * - * elif offset_by_one: - * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - * return 1 - */ - __pyx_t_4 = __pyx_v_loc1->size; - for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":652 - * elif offset_by_one: - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: - */ - __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":653 - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - * return 1 # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L9; - } - __pyx_L9:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":654 - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":655 - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: - * return -1 # <<<<<<<<<<<<<< - * - * else: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L10; - } - __pyx_L10:; - } - goto __pyx_L5; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":658 - * - * else: - * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: # <<<<<<<<<<<<<< - * return 1 - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: - */ - __pyx_t_3 = (((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) > (__pyx_v_loc2->arr[__pyx_v_loc2->start])); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":659 - * else: - * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: - * return 1 # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L11; - } - __pyx_L11:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":660 - * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: - * return 1 - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_3 = (((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) < (__pyx_v_loc2->arr[__pyx_v_loc2->start])); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":661 - * return 1 - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: - * return -1 # <<<<<<<<<<<<<< - * - * for i from 1 <= i < loc1.size: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L12; - } - __pyx_L12:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":663 - * return -1 - * - * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: - * return 1 - */ - __pyx_t_4 = __pyx_v_loc1->size; - for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":664 - * - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: - */ - __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":665 - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: - * return 1 # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L15; - } - __pyx_L15:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":666 - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":667 - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: - * return -1 # <<<<<<<<<<<<<< - * - * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L16; - } - __pyx_L16:; - } - } - __pyx_L5:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":669 - * return -1 - * - * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: # <<<<<<<<<<<<<< - * return -1 - * return 0 - */ - __pyx_t_3 = ((((__pyx_v_loc2->arr[(__pyx_v_loc2->end - 1)]) + __pyx_v_len_last) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) > __pyx_v_self->train_max_initial_size); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":670 - * - * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: - * return -1 # <<<<<<<<<<<<<< - * return 0 - * - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L17; - } - __pyx_L17:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":671 - * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: - * return -1 - * return 0 # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = 0; - goto __pyx_L0; - - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":674 - * - * - * cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1, # <<<<<<<<<<<<<< - * int low2, int high2, int* arr2, int step2, - * int offset_by_one, int len_last, int num_subpatterns, int* result_len): - */ - -static int *__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_merge_helper(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_low1, int __pyx_v_high1, int *__pyx_v_arr1, int __pyx_v_step1, int __pyx_v_low2, int __pyx_v_high2, int *__pyx_v_arr2, int __pyx_v_step2, int __pyx_v_offset_by_one, int __pyx_v_len_last, int __pyx_v_num_subpatterns, int *__pyx_v_result_len) { - int __pyx_v_i1; - int __pyx_v_i2; - int __pyx_v_j1; - int __pyx_v_j2; - long __pyx_v_comparison; - int *__pyx_v_result; - struct __pyx_t_8_cdec_sa_Matching __pyx_v_loc1; - struct __pyx_t_8_cdec_sa_Matching __pyx_v_loc2; - int *__pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - __Pyx_RefNannySetupContext("merge_helper", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":682 - * cdef Matching loc1, loc2 - * - * result_len[0] = 0 # <<<<<<<<<<<<<< - * result = malloc(0*sizeof(int)) - * - */ - (__pyx_v_result_len[0]) = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":683 - * - * result_len[0] = 0 - * result = malloc(0*sizeof(int)) # <<<<<<<<<<<<<< - * - * i1 = low1 - */ - __pyx_v_result = ((int *)malloc((0 * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":685 - * result = malloc(0*sizeof(int)) - * - * i1 = low1 # <<<<<<<<<<<<<< - * i2 = low2 - * while i1 < high1 and i2 < high2: - */ - __pyx_v_i1 = __pyx_v_low1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":686 - * - * i1 = low1 - * i2 = low2 # <<<<<<<<<<<<<< - * while i1 < high1 and i2 < high2: - * - */ - __pyx_v_i2 = __pyx_v_low2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":687 - * i1 = low1 - * i2 = low2 - * while i1 < high1 and i2 < high2: # <<<<<<<<<<<<<< - * - * # First, pop all unneeded loc2's off the stack - */ - while (1) { - __pyx_t_1 = (__pyx_v_i1 < __pyx_v_high1); - if (__pyx_t_1) { - __pyx_t_2 = (__pyx_v_i2 < __pyx_v_high2); - __pyx_t_3 = __pyx_t_2; - } else { - __pyx_t_3 = __pyx_t_1; - } - if (!__pyx_t_3) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":690 - * - * # First, pop all unneeded loc2's off the stack - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * while i2 < high2: - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - */ - __pyx_f_8_cdec_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); 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if (__pyx_t_5) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1158 - * elif e_in_low != -1 and e_low[0] != e_in_low: - * if e_in_low - e_low[0] < min_ex_size: - * e_low[0] = e_in_low - min_ex_size # <<<<<<<<<<<<<< - * if e_low[0] < 0: - * return 0 - */ - (__pyx_v_e_low[0]) = (__pyx_v_e_in_low - __pyx_v_min_ex_size); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1159 - * if e_in_low - e_low[0] < min_ex_size: - * e_low[0] = e_in_low - min_ex_size - * if e_low[0] < 0: # <<<<<<<<<<<<<< - * return 0 - * - */ - __pyx_t_5 = ((__pyx_v_e_low[0]) < 0); - if (__pyx_t_5) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1160 - * e_low[0] = e_in_low - min_ex_size - * if e_low[0] < 0: - * return 0 # <<<<<<<<<<<<<< - * - * if e_high[0] - e_low[0] > max_e_len: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L5; - } - __pyx_L5:; - goto __pyx_L4; - } - __pyx_L4:; - goto __pyx_L3; - } - __pyx_L3:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1162 - * return 0 - * - * if e_high[0] - e_low[0] > max_e_len: # <<<<<<<<<<<<<< - * return 0 - * elif e_in_high != -1 and e_high[0] != e_in_high: - */ - __pyx_t_5 = (((__pyx_v_e_high[0]) - (__pyx_v_e_low[0])) > __pyx_v_max_e_len); - if (__pyx_t_5) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1163 - * - * if e_high[0] - e_low[0] > max_e_len: - * return 0 # <<<<<<<<<<<<<< - * elif e_in_high != -1 and e_high[0] != e_in_high: - * if e_high[0] - e_in_high < min_ex_size: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L6; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1164 - * if e_high[0] - e_low[0] > max_e_len: - * return 0 - * elif e_in_high != -1 and e_high[0] != e_in_high: # <<<<<<<<<<<<<< - * if e_high[0] - e_in_high < min_ex_size: - * e_high[0] = e_in_high + min_ex_size - */ - __pyx_t_5 = (__pyx_v_e_in_high != -1); - if (__pyx_t_5) { - __pyx_t_3 = ((__pyx_v_e_high[0]) != __pyx_v_e_in_high); - __pyx_t_4 = __pyx_t_3; - } else { - __pyx_t_4 = __pyx_t_5; - } - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1165 - * return 0 - * elif e_in_high != -1 and e_high[0] != e_in_high: - * if e_high[0] - e_in_high < min_ex_size: # <<<<<<<<<<<<<< - * e_high[0] = e_in_high + min_ex_size - * if e_high[0] > e_sent_len: - */ - __pyx_t_4 = (((__pyx_v_e_high[0]) - __pyx_v_e_in_high) < __pyx_v_min_ex_size); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1166 - * elif e_in_high != -1 and e_high[0] != e_in_high: - * if e_high[0] - e_in_high < min_ex_size: - * e_high[0] = e_in_high + min_ex_size # <<<<<<<<<<<<<< - * if e_high[0] > e_sent_len: - * return 0 - */ - (__pyx_v_e_high[0]) = (__pyx_v_e_in_high + __pyx_v_min_ex_size); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1167 - * if e_high[0] - e_in_high < min_ex_size: - * e_high[0] = e_in_high + min_ex_size - * if e_high[0] > e_sent_len: # <<<<<<<<<<<<<< - * return 0 - * - */ - __pyx_t_4 = ((__pyx_v_e_high[0]) > __pyx_v_e_sent_len); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1168 - * e_high[0] = e_in_high + min_ex_size - * if e_high[0] > e_sent_len: - * return 0 # <<<<<<<<<<<<<< - * - * f_back_low[0] = -1 - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L8; - } - __pyx_L8:; - goto __pyx_L7; - } - __pyx_L7:; - goto __pyx_L6; - } - __pyx_L6:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1170 - * return 0 - * - * f_back_low[0] = -1 # <<<<<<<<<<<<<< - * f_back_high[0] = -1 - * f_low_prev = f_low - */ - (__pyx_v_f_back_low[0]) = -1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1171 - * - * f_back_low[0] = -1 - * f_back_high[0] = -1 # <<<<<<<<<<<<<< - * f_low_prev = f_low - * f_high_prev = f_high - */ - (__pyx_v_f_back_high[0]) = -1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1172 - * f_back_low[0] = -1 - * f_back_high[0] = -1 - * f_low_prev = f_low # <<<<<<<<<<<<<< - * f_high_prev = f_high - * new_x = 0 - */ - __pyx_v_f_low_prev = __pyx_v_f_low; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1173 - * f_back_high[0] = -1 - * f_low_prev = f_low - * f_high_prev = f_high # <<<<<<<<<<<<<< - * new_x = 0 - * new_low_x = 0 - */ - __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1173; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_f_high_prev = __pyx_t_1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1174 - * f_low_prev = f_low - * f_high_prev = f_high - * new_x = 0 # <<<<<<<<<<<<<< - * new_low_x = 0 - * new_high_x = 0 - */ - __pyx_v_new_x = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1175 - * f_high_prev = f_high - * new_x = 0 - * new_low_x = 0 # <<<<<<<<<<<<<< - * new_high_x = 0 - * - */ - __pyx_v_new_low_x = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1176 - * new_x = 0 - * new_low_x = 0 - * new_high_x = 0 # <<<<<<<<<<<<<< - * - * while True: - */ - __pyx_v_new_high_x = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1178 - * new_high_x = 0 - * - * while True: # <<<<<<<<<<<<<< - * - * if f_back_low[0] == -1: - */ - while (1) { - if (!1) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1180 - * while True: - * - * if f_back_low[0] == -1: # <<<<<<<<<<<<<< - * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - * else: - */ - __pyx_t_4 = ((__pyx_v_f_back_low[0]) == -1); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1181 - * - * if f_back_low[0] == -1: - * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< - * else: - * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) - */ - __pyx_t_2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_e_low[0]), (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - goto __pyx_L11; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1183 - * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - * else: - * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< - * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - * - */ - __pyx_t_2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_e_low[0]), __pyx_v_e_low_prev, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1184 - * else: - * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) - * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< - * - * if f_back_low[0] > f_low: - */ - __pyx_t_2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, __pyx_v_e_high_prev, (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1184; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - } - __pyx_L11:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1186 - * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - * - * if f_back_low[0] > f_low: # <<<<<<<<<<<<<< - * f_back_low[0] = f_low - * - */ - __pyx_t_4 = ((__pyx_v_f_back_low[0]) > __pyx_v_f_low); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1187 - * - * if f_back_low[0] > f_low: - * f_back_low[0] = f_low # <<<<<<<<<<<<<< - * - * if f_back_high[0] < f_high: - */ - (__pyx_v_f_back_low[0]) = __pyx_v_f_low; - goto __pyx_L12; - } - __pyx_L12:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1189 - * f_back_low[0] = f_low - * - * if f_back_high[0] < f_high: # <<<<<<<<<<<<<< - * f_back_high[0] = f_high - * - */ - __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_6 = PyObject_RichCompare(__pyx_t_2, __pyx_v_f_high, Py_LT); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1190 - * - * if f_back_high[0] < f_high: - * f_back_high[0] = f_high # <<<<<<<<<<<<<< - * - * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: - */ - __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - (__pyx_v_f_back_high[0]) = __pyx_t_1; - goto __pyx_L13; - } - __pyx_L13:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1192 - * f_back_high[0] = f_high - * - * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: # <<<<<<<<<<<<<< - * return 1 - * - */ - __pyx_t_4 = ((__pyx_v_f_back_low[0]) == __pyx_v_f_low_prev); - if (__pyx_t_4) { - __pyx_t_5 = ((__pyx_v_f_back_high[0]) == __pyx_v_f_high_prev); - __pyx_t_3 = __pyx_t_5; - } else { - __pyx_t_3 = __pyx_t_4; - } - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1193 - * - * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: - * return 1 # <<<<<<<<<<<<<< - * - * if allow_low_x == 0 and f_back_low[0] < f_low: - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L14; - } - __pyx_L14:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1195 - * return 1 - * - * if allow_low_x == 0 and f_back_low[0] < f_low: # <<<<<<<<<<<<<< - * # FAIL: f phrase is not tight - * return 0 - */ - __pyx_t_3 = (__pyx_v_allow_low_x == 0); - if (__pyx_t_3) { - __pyx_t_4 = ((__pyx_v_f_back_low[0]) < __pyx_v_f_low); - __pyx_t_5 = __pyx_t_4; - } else { - __pyx_t_5 = __pyx_t_3; - } - if (__pyx_t_5) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1197 - * if allow_low_x == 0 and f_back_low[0] < f_low: - * # FAIL: f phrase is not tight - * return 0 # <<<<<<<<<<<<<< - * - * if f_back_high[0] - f_back_low[0] > max_f_len: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L15; - } - __pyx_L15:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1199 - * return 0 - * - * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< - * # FAIL: f back projection is too wide - * return 0 - */ - __pyx_t_5 = (((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len); - if (__pyx_t_5) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1201 - * if f_back_high[0] - f_back_low[0] > max_f_len: - * # FAIL: f back projection is too wide - * return 0 # <<<<<<<<<<<<<< - * - * if allow_high_x == 0 and f_back_high[0] > f_high: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L16; - } - __pyx_L16:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1203 - * return 0 - * - * if allow_high_x == 0 and f_back_high[0] > f_high: # <<<<<<<<<<<<<< - * # FAIL: extension on high side not allowed - * return 0 - */ - __pyx_t_5 = (__pyx_v_allow_high_x == 0); - if (__pyx_t_5) { - __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __pyx_t_2 = PyObject_RichCompare(__pyx_t_6, __pyx_v_f_high, Py_GT); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_4 = __pyx_t_3; - } else { - __pyx_t_4 = __pyx_t_5; - } - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1205 - * if allow_high_x == 0 and f_back_high[0] > f_high: - * # FAIL: extension on high side not allowed - * return 0 # <<<<<<<<<<<<<< - * - * if f_low != f_back_low[0]: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L17; - } - __pyx_L17:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1207 - * return 0 - * - * if f_low != f_back_low[0]: # <<<<<<<<<<<<<< - * if new_low_x == 0: - * if new_x >= max_new_x: - */ - __pyx_t_4 = (__pyx_v_f_low != (__pyx_v_f_back_low[0])); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1208 - * - * if f_low != f_back_low[0]: - * if new_low_x == 0: # <<<<<<<<<<<<<< - * if new_x >= max_new_x: - * # FAIL: extension required on low side violates max # of gaps - */ - __pyx_t_4 = (__pyx_v_new_low_x == 0); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1209 - * if f_low != f_back_low[0]: - * if new_low_x == 0: - * if new_x >= max_new_x: # <<<<<<<<<<<<<< - * # FAIL: extension required on low side violates max # of gaps - * return 0 - */ - __pyx_t_4 = (__pyx_v_new_x >= __pyx_v_max_new_x); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1211 - * if new_x >= max_new_x: - * # FAIL: extension required on low side violates max # of gaps - * return 0 # <<<<<<<<<<<<<< - * else: - * new_x = new_x + 1 - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L20; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1213 - * return 0 - * else: - * new_x = new_x + 1 # <<<<<<<<<<<<<< - * new_low_x = 1 - * if f_low - f_back_low[0] < min_fx_size: - */ - __pyx_v_new_x = (__pyx_v_new_x + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1214 - * else: - * new_x = new_x + 1 - * new_low_x = 1 # <<<<<<<<<<<<<< - * if f_low - f_back_low[0] < min_fx_size: - * f_back_low[0] = f_low - min_fx_size - */ - __pyx_v_new_low_x = 1; - } - __pyx_L20:; - goto __pyx_L19; - } - __pyx_L19:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1215 - * new_x = new_x + 1 - * new_low_x = 1 - * if f_low - f_back_low[0] < min_fx_size: # <<<<<<<<<<<<<< - * f_back_low[0] = f_low - min_fx_size - * if f_back_high[0] - f_back_low[0] > max_f_len: - */ - __pyx_t_4 = ((__pyx_v_f_low - (__pyx_v_f_back_low[0])) < __pyx_v_min_fx_size); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1216 - * new_low_x = 1 - * if f_low - f_back_low[0] < min_fx_size: - * f_back_low[0] = f_low - min_fx_size # <<<<<<<<<<<<<< - * if f_back_high[0] - f_back_low[0] > max_f_len: - * # FAIL: extension required on low side violates max initial length - */ - (__pyx_v_f_back_low[0]) = (__pyx_v_f_low - __pyx_v_min_fx_size); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1217 - * if f_low - f_back_low[0] < min_fx_size: - * f_back_low[0] = f_low - min_fx_size - * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< - * # FAIL: extension required on low side violates max initial length - * return 0 - */ - __pyx_t_4 = (((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1219 - * if f_back_high[0] - f_back_low[0] > max_f_len: - * # FAIL: extension required on low side violates max initial length - * return 0 # <<<<<<<<<<<<<< - * if f_back_low[0] < 0: - * # FAIL: extension required on low side violates sentence boundary - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L22; - } - __pyx_L22:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1220 - * # FAIL: extension required on low side violates max initial length - * return 0 - * if f_back_low[0] < 0: # <<<<<<<<<<<<<< - * # FAIL: extension required on low side violates sentence boundary - * return 0 - */ - __pyx_t_4 = ((__pyx_v_f_back_low[0]) < 0); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1222 - * if f_back_low[0] < 0: - * # FAIL: extension required on low side violates sentence boundary - * return 0 # <<<<<<<<<<<<<< - * - * if f_high != f_back_high[0]: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L23; - } - __pyx_L23:; - goto __pyx_L21; - } - __pyx_L21:; - goto __pyx_L18; - } - __pyx_L18:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1224 - * return 0 - * - * if f_high != f_back_high[0]: # <<<<<<<<<<<<<< - * if new_high_x == 0: - * if new_x >= max_new_x: - */ - __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1224; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - 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__Pyx_GOTREF(__pyx_t_7); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1233 - * new_high_x = 1 - * if f_back_high[0] - f_high < min_fx_size: - * f_back_high[0] = f_high + min_fx_size # <<<<<<<<<<<<<< - * if f_back_high[0] - f_back_low[0] > max_f_len: - * # FAIL: extension required on high side violates max initial length - */ - __pyx_t_7 = PyInt_FromLong(__pyx_v_min_fx_size); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_7); - __pyx_t_6 = PyNumber_Add(__pyx_v_f_high, __pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - (__pyx_v_f_back_high[0]) = __pyx_t_1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1234 - * if f_back_high[0] - f_high < min_fx_size: - * f_back_high[0] = f_high + min_fx_size - * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< - * # FAIL: extension required on high side violates max initial length - * return 0 - */ - __pyx_t_4 = (((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1236 - * if f_back_high[0] - f_back_low[0] > max_f_len: - * # FAIL: extension required on high side violates max initial length - * return 0 # <<<<<<<<<<<<<< - 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* self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) - * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: # <<<<<<<<<<<<<< - * return 1 - * if allow_arbitrary_x == 0: - */ - __pyx_t_4 = ((__pyx_v_e_low[0]) == __pyx_v_e_low_prev); - if (__pyx_t_4) { - __pyx_t_5 = ((__pyx_v_e_high[0]) == __pyx_v_e_high_prev); - __pyx_t_3 = __pyx_t_5; - } else { - __pyx_t_3 = __pyx_t_4; - } - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1247 - * self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) - * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: - * return 1 # <<<<<<<<<<<<<< - * if allow_arbitrary_x == 0: - * # FAIL: arbitrary expansion not permitted - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L30; - } - __pyx_L30:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1248 - * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: - * return 1 - * if allow_arbitrary_x == 0: # <<<<<<<<<<<<<< - 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* if self.tight_phrases == 0: # <<<<<<<<<<<<<< - * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: - * e_x_low = e_x_low - 1 - */ - __pyx_t_2 = (__pyx_v_self->tight_phrases == 0); - if (__pyx_t_2) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1307 - * e_x_high = e_high - * if self.tight_phrases == 0: - * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: # <<<<<<<<<<<<<< - * e_x_low = e_x_low - 1 - * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: - */ - while (1) { - __pyx_t_2 = (__pyx_v_e_x_low > 0); - if (__pyx_t_2) { - __pyx_t_6 = ((__pyx_v_e_high - __pyx_v_e_x_low) < __pyx_v_self->train_max_initial_size); - if (__pyx_t_6) { - __pyx_t_7 = ((__pyx_v_e_links_low[(__pyx_v_e_x_low - 1)]) == -1); - __pyx_t_8 = __pyx_t_7; - } else { - __pyx_t_8 = __pyx_t_6; - } - __pyx_t_6 = __pyx_t_8; - } else { - __pyx_t_6 = __pyx_t_2; - } - if (!__pyx_t_6) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1308 - * if self.tight_phrases == 0: - * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: - * e_x_low = e_x_low - 1 # <<<<<<<<<<<<<< - * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: - * e_x_high = e_x_high + 1 - */ - __pyx_v_e_x_low = (__pyx_v_e_x_low - 1); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1309 - * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: - * e_x_low = e_x_low - 1 - * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: # <<<<<<<<<<<<<< - * e_x_high = e_x_high + 1 - * - */ - while (1) { - __pyx_t_6 = (__pyx_v_e_x_high < __pyx_v_e_sent_len); - if (__pyx_t_6) { - __pyx_t_2 = ((__pyx_v_e_x_high - __pyx_v_e_low) < __pyx_v_self->train_max_initial_size); - if (__pyx_t_2) { - __pyx_t_8 = ((__pyx_v_e_links_low[__pyx_v_e_x_high]) == -1); - __pyx_t_7 = __pyx_t_8; - } else { - __pyx_t_7 = __pyx_t_2; - } - __pyx_t_2 = __pyx_t_7; - } else { - __pyx_t_2 = __pyx_t_6; - } - if (!__pyx_t_2) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1310 - * e_x_low = e_x_low - 1 - * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: - * e_x_high = e_x_high + 1 # <<<<<<<<<<<<<< - * - * for i from e_x_low <= i <= e_low: - */ - __pyx_v_e_x_high = (__pyx_v_e_x_high + 1); - } - goto __pyx_L11; - } - __pyx_L11:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1312 - * e_x_high = e_x_high + 1 - * - * for i from e_x_low <= i <= e_low: # <<<<<<<<<<<<<< - * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) - * - */ - __pyx_t_3 = __pyx_v_e_low; - for (__pyx_v_i = __pyx_v_e_x_low; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1313 - * - * for i from e_x_low <= i <= e_low: - * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) # <<<<<<<<<<<<<< - * - * for i from 0 <= i < num_gaps: - */ - __pyx_v_e_gaps1 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps1, (&__pyx_v_len1), (&__pyx_v_i), 1); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1315 - * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) - * - * for i from 0 <= i < num_gaps: # <<<<<<<<<<<<<< - * e_gaps2 = malloc(0) - * len2 = 0 - */ - __pyx_t_3 = __pyx_v_num_gaps; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1316 - * - * for i from 0 <= i < num_gaps: - * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< - * len2 = 0 - * - */ - __pyx_v_e_gaps2 = ((int *)malloc(0)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1317 - * for i from 0 <= i < num_gaps: - * e_gaps2 = malloc(0) - * len2 = 0 # <<<<<<<<<<<<<< - * - * j = e_gap_order[i] - */ - __pyx_v_len2 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1319 - * len2 = 0 - * - * j = e_gap_order[i] # <<<<<<<<<<<<<< - * e_x_gap_low = e_gap_low[j] - * e_x_gap_high = e_gap_high[j] - */ - __pyx_v_j = (__pyx_v_e_gap_order[__pyx_v_i]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1320 - * - * j = e_gap_order[i] - * e_x_gap_low = e_gap_low[j] # <<<<<<<<<<<<<< - * e_x_gap_high = e_gap_high[j] - * if self.tight_phrases == 0: - */ - __pyx_v_e_x_gap_low = (__pyx_v_e_gap_low[__pyx_v_j]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1321 - * j = e_gap_order[i] - * e_x_gap_low = e_gap_low[j] - * e_x_gap_high = e_gap_high[j] # <<<<<<<<<<<<<< - * if self.tight_phrases == 0: - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - */ - __pyx_v_e_x_gap_high = (__pyx_v_e_gap_high[__pyx_v_j]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1322 - * e_x_gap_low = e_gap_low[j] - * e_x_gap_high = e_gap_high[j] - * if self.tight_phrases == 0: # <<<<<<<<<<<<<< - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - * e_x_gap_low = e_x_gap_low - 1 - */ - __pyx_t_2 = (__pyx_v_self->tight_phrases == 0); - if (__pyx_t_2) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1323 - * e_x_gap_high = e_gap_high[j] - * if self.tight_phrases == 0: - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: # <<<<<<<<<<<<<< - * e_x_gap_low = e_x_gap_low - 1 - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: - */ - while (1) { - __pyx_t_2 = (__pyx_v_e_x_gap_low > __pyx_v_e_x_low); - if (__pyx_t_2) { - __pyx_t_6 = ((__pyx_v_e_links_low[(__pyx_v_e_x_gap_low - 1)]) == -1); - __pyx_t_7 = __pyx_t_6; - } else { - __pyx_t_7 = __pyx_t_2; - } - if (!__pyx_t_7) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1324 - * if self.tight_phrases == 0: - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - * e_x_gap_low = e_x_gap_low - 1 # <<<<<<<<<<<<<< - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: - * e_x_gap_high = e_x_gap_high + 1 - */ - __pyx_v_e_x_gap_low = (__pyx_v_e_x_gap_low - 1); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1325 - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - * e_x_gap_low = e_x_gap_low - 1 - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: # <<<<<<<<<<<<<< - * e_x_gap_high = e_x_gap_high + 1 - * - */ - while (1) { - __pyx_t_7 = (__pyx_v_e_x_gap_high < __pyx_v_e_x_high); - if (__pyx_t_7) { - __pyx_t_2 = ((__pyx_v_e_links_low[__pyx_v_e_x_gap_high]) == -1); - __pyx_t_6 = __pyx_t_2; - } else { - __pyx_t_6 = __pyx_t_7; - } - if (!__pyx_t_6) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1326 - * e_x_gap_low = e_x_gap_low - 1 - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: - * e_x_gap_high = e_x_gap_high + 1 # <<<<<<<<<<<<<< - * - * k = 0 - */ - __pyx_v_e_x_gap_high = (__pyx_v_e_x_gap_high + 1); - } - goto __pyx_L20; - } - __pyx_L20:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1328 - * e_x_gap_high = e_x_gap_high + 1 - * - * k = 0 # <<<<<<<<<<<<<< - * step = 1+(i*2) - * while k < len1: - */ - __pyx_v_k = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1329 - * - * k = 0 - * step = 1+(i*2) # <<<<<<<<<<<<<< - * while k < len1: - * for m from e_x_gap_low <= m <= e_gap_low[j]: - */ - __pyx_v_step = (1 + (__pyx_v_i * 2)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1330 - * k = 0 - * step = 1+(i*2) - * while k < len1: # <<<<<<<<<<<<<< - * for m from e_x_gap_low <= m <= e_gap_low[j]: - * if m >= e_gaps1[k+step-1]: - */ - while (1) { - __pyx_t_6 = (__pyx_v_k < __pyx_v_len1); - if (!__pyx_t_6) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1331 - * step = 1+(i*2) - * while k < len1: - * for m from e_x_gap_low <= m <= e_gap_low[j]: # <<<<<<<<<<<<<< - * if m >= e_gaps1[k+step-1]: - * for n from e_gap_high[j] <= n <= e_x_gap_high: - */ - __pyx_t_4 = (__pyx_v_e_gap_low[__pyx_v_j]); - for (__pyx_v_m = __pyx_v_e_x_gap_low; __pyx_v_m <= __pyx_t_4; __pyx_v_m++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1332 - * while k < len1: - * for m from e_x_gap_low <= m <= e_gap_low[j]: - * if m >= e_gaps1[k+step-1]: # <<<<<<<<<<<<<< - * for n from e_gap_high[j] <= n <= e_x_gap_high: - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - */ - __pyx_t_6 = (__pyx_v_m >= (__pyx_v_e_gaps1[((__pyx_v_k + __pyx_v_step) - 1)])); - if (__pyx_t_6) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1333 - * for m from e_x_gap_low <= m <= e_gap_low[j]: - * if m >= e_gaps1[k+step-1]: - * for n from e_gap_high[j] <= n <= e_x_gap_high: # <<<<<<<<<<<<<< - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - */ - __pyx_t_5 = __pyx_v_e_x_gap_high; - for (__pyx_v_n = (__pyx_v_e_gap_high[__pyx_v_j]); __pyx_v_n <= __pyx_t_5; __pyx_v_n++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1334 - * if m >= e_gaps1[k+step-1]: - * for n from e_gap_high[j] <= n <= e_x_gap_high: - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - */ - __pyx_t_6 = ((__pyx_v_n - __pyx_v_m) >= 1); - if (__pyx_t_6) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1335 - * for n from e_gap_high[j] <= n <= e_x_gap_high: - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_k), __pyx_v_step); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1336 - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - * k = k + step - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_m), 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1337 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) # <<<<<<<<<<<<<< - * k = k + step - * free(e_gaps1) - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_n), 1); - goto __pyx_L32; - } - __pyx_L32:; - } - goto __pyx_L29; - } - __pyx_L29:; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1338 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - * k = k + step # <<<<<<<<<<<<<< - * free(e_gaps1) - * e_gaps1 = e_gaps2 - */ - __pyx_v_k = (__pyx_v_k + __pyx_v_step); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1339 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - * k = k + step - * free(e_gaps1) # <<<<<<<<<<<<<< - * e_gaps1 = e_gaps2 - * len1 = len2 - */ - free(__pyx_v_e_gaps1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1340 - * k = k + step - * free(e_gaps1) - * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< - * len1 = len2 - * - */ - __pyx_v_e_gaps1 = __pyx_v_e_gaps2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1341 - * free(e_gaps1) - * e_gaps1 = e_gaps2 - * len1 = len2 # <<<<<<<<<<<<<< - * - * step = 1+(num_gaps*2) - */ - __pyx_v_len1 = __pyx_v_len2; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1343 - * len1 = len2 - * - * step = 1+(num_gaps*2) # <<<<<<<<<<<<<< - * e_gaps2 = malloc(0) - * len2 = 0 - */ - __pyx_v_step = (1 + (__pyx_v_num_gaps * 2)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1344 - * - * step = 1+(num_gaps*2) - * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< - * len2 = 0 - * for i from e_high <= i <= e_x_high: - */ - __pyx_v_e_gaps2 = ((int *)malloc(0)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1345 - * step = 1+(num_gaps*2) - * e_gaps2 = malloc(0) - * len2 = 0 # <<<<<<<<<<<<<< - * for i from e_high <= i <= e_x_high: - * j = 0 - */ - __pyx_v_len2 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1346 - * e_gaps2 = malloc(0) - * len2 = 0 - * for i from e_high <= i <= e_x_high: # <<<<<<<<<<<<<< - * j = 0 - * while j < len1: - */ - __pyx_t_3 = __pyx_v_e_x_high; - for (__pyx_v_i = __pyx_v_e_high; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1347 - * len2 = 0 - * for i from e_high <= i <= e_x_high: - * j = 0 # <<<<<<<<<<<<<< - * while j < len1: - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - */ - __pyx_v_j = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1348 - * for i from e_high <= i <= e_x_high: - * j = 0 - * while j < len1: # <<<<<<<<<<<<<< - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - */ - while (1) { - __pyx_t_6 = (__pyx_v_j < __pyx_v_len1); - if (!__pyx_t_6) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1349 - * j = 0 - * while j < len1: - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - */ - __pyx_t_6 = ((__pyx_v_i - (__pyx_v_e_gaps1[__pyx_v_j])) <= __pyx_v_self->train_max_initial_size); - if (__pyx_t_6) { - __pyx_t_7 = (__pyx_v_i >= (__pyx_v_e_gaps1[((__pyx_v_j + __pyx_v_step) - 1)])); - __pyx_t_2 = __pyx_t_7; - } else { - __pyx_t_2 = __pyx_t_6; - } - if (__pyx_t_2) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1350 - * while j < len1: - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - * j = j + step - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_j), __pyx_v_step); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1351 - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - 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*/ - __pyx_v_f_sent_len = ((__pyx_v_f_sent_end - __pyx_v_f_sent_start) - 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1421 - * f_sent_len = f_sent_end - f_sent_start - 1 - * - * self.findexes1.reset() # <<<<<<<<<<<<<< - * sofar = 0 - * for i in range(num_chunks): - */ - __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_self->findexes1), __pyx_n_s__reset); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1422 - * - * self.findexes1.reset() - * sofar = 0 # <<<<<<<<<<<<<< - * for i in range(num_chunks): - * for j in range(chunklen[i]): - */ - __Pyx_INCREF(__pyx_int_0); - __pyx_v_sofar = __pyx_int_0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1423 - * self.findexes1.reset() - * sofar = 0 - * for i in range(num_chunks): # <<<<<<<<<<<<<< - * for j in range(chunklen[i]): - * self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); - */ - __pyx_t_3 = __pyx_v_num_chunks; - for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { - __pyx_v_i = __pyx_t_4; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1424 - * sofar = 0 - * for i in range(num_chunks): - * for j in range(chunklen[i]): # <<<<<<<<<<<<<< - * self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); - * sofar += 1 - */ - __pyx_t_5 = (__pyx_v_chunklen[__pyx_v_i]); - for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { - __pyx_v_j = __pyx_t_6; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1425 - * for i in range(num_chunks): - * for j in range(chunklen[i]): - * self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); # <<<<<<<<<<<<<< - * sofar += 1 - * if (i+1arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1425; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes1), __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1425; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1426 - * for j in range(chunklen[i]): - * self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); - * sofar += 1 # <<<<<<<<<<<<<< - * if (i+1findexes1), __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1428; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1429 - * if (i+1 malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * e_links_high = malloc(e_sent_len*sizeof(int)) - * f_links_low = malloc(f_sent_len*sizeof(int)) - */ - __pyx_v_e_links_low = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1433 - * - * e_links_low = malloc(e_sent_len*sizeof(int)) - * e_links_high = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * f_links_low = malloc(f_sent_len*sizeof(int)) - * f_links_high = malloc(f_sent_len*sizeof(int)) - */ - __pyx_v_e_links_high = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1434 - * e_links_low = malloc(e_sent_len*sizeof(int)) - * e_links_high = malloc(e_sent_len*sizeof(int)) - * f_links_low = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * f_links_high = malloc(f_sent_len*sizeof(int)) - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_links_low = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1435 - * e_links_high = malloc(e_sent_len*sizeof(int)) - * f_links_low = malloc(f_sent_len*sizeof(int)) - * f_links_high = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_links_high = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1436 - * f_links_low = malloc(f_sent_len*sizeof(int)) - * f_links_high = malloc(f_sent_len*sizeof(int)) - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1437 - * f_links_high = malloc(f_sent_len*sizeof(int)) - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1438 - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - */ - __pyx_v_e_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1439 - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - */ - __pyx_v_e_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1440 - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) - */ - memset(__pyx_v_f_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1441 - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) - */ - memset(__pyx_v_f_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1442 - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) - * - */ - memset(__pyx_v_e_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1443 - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * - * reason_for_failure = "" - */ - memset(__pyx_v_e_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1445 - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) - * - * reason_for_failure = "" # <<<<<<<<<<<<<< - * - * for i from 0 <= i < e_sent_len: - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_42)); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_42); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1447 - * reason_for_failure = "" - * - * for i from 0 <= i < e_sent_len: # <<<<<<<<<<<<<< - * e_links_low[i] = -1 - * e_links_high[i] = -1 - */ - __pyx_t_3 = __pyx_v_e_sent_len; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1448 - * - * for i from 0 <= i < e_sent_len: - * e_links_low[i] = -1 # <<<<<<<<<<<<<< - * e_links_high[i] = -1 - * for i from 0 <= i < f_sent_len: - */ - (__pyx_v_e_links_low[__pyx_v_i]) = -1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1449 - * for i from 0 <= i < e_sent_len: - * e_links_low[i] = -1 - * e_links_high[i] = -1 # <<<<<<<<<<<<<< - * for i from 0 <= i < f_sent_len: - * f_links_low[i] = -1 - */ - (__pyx_v_e_links_high[__pyx_v_i]) = -1; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1450 - * e_links_low[i] = -1 - * e_links_high[i] = -1 - * for i from 0 <= i < f_sent_len: # <<<<<<<<<<<<<< - * f_links_low[i] = -1 - * f_links_high[i] = -1 - */ - __pyx_t_3 = __pyx_v_f_sent_len; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1451 - * e_links_high[i] = -1 - * for i from 0 <= i < f_sent_len: - * f_links_low[i] = -1 # <<<<<<<<<<<<<< - * f_links_high[i] = -1 - * - */ - (__pyx_v_f_links_low[__pyx_v_i]) = -1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1452 - * for i from 0 <= i < f_sent_len: - * f_links_low[i] = -1 - * f_links_high[i] = -1 # <<<<<<<<<<<<<< - * - * # this is really inefficient -- might be good to - */ - (__pyx_v_f_links_high[__pyx_v_i]) = -1; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1458 - * # links that we care about (but then how to look up - * # when we want to check something on the e side?) - * i = 0 # <<<<<<<<<<<<<< - * while i < num_links*2: - * f_i = sent_links[i] - */ - __pyx_v_i = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1459 - * # when we want to check something on the e side?) - * i = 0 - * while i < num_links*2: # <<<<<<<<<<<<<< - * f_i = sent_links[i] - * e_i = sent_links[i+1] - */ - while (1) { - __pyx_t_7 = (__pyx_v_i < (__pyx_v_num_links * 2)); - if (!__pyx_t_7) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1460 - * i = 0 - * while i < num_links*2: - * f_i = sent_links[i] # <<<<<<<<<<<<<< - * e_i = sent_links[i+1] - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - */ - __pyx_v_f_i = (__pyx_v_sent_links[__pyx_v_i]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1461 - * while i < num_links*2: - * f_i = sent_links[i] - * e_i = sent_links[i+1] # <<<<<<<<<<<<<< - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - * f_links_low[f_i] = e_i - */ - __pyx_v_e_i = (__pyx_v_sent_links[(__pyx_v_i + 1)]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1462 - * f_i = sent_links[i] - * e_i = sent_links[i+1] - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: # <<<<<<<<<<<<<< - * f_links_low[f_i] = e_i - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - */ - __pyx_t_7 = ((__pyx_v_f_links_low[__pyx_v_f_i]) == -1); - if (!__pyx_t_7) { - __pyx_t_8 = ((__pyx_v_f_links_low[__pyx_v_f_i]) > __pyx_v_e_i); - __pyx_t_9 = __pyx_t_8; - } else { - __pyx_t_9 = __pyx_t_7; - } - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1463 - * e_i = sent_links[i+1] - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - * f_links_low[f_i] = e_i # <<<<<<<<<<<<<< - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - * f_links_high[f_i] = e_i + 1 - */ - (__pyx_v_f_links_low[__pyx_v_f_i]) = __pyx_v_e_i; - goto __pyx_L14; - } - __pyx_L14:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1464 - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - * f_links_low[f_i] = e_i - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: # <<<<<<<<<<<<<< - * f_links_high[f_i] = e_i + 1 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - */ - __pyx_t_9 = ((__pyx_v_f_links_high[__pyx_v_f_i]) == -1); - if (!__pyx_t_9) { - __pyx_t_7 = ((__pyx_v_f_links_high[__pyx_v_f_i]) < (__pyx_v_e_i + 1)); - __pyx_t_8 = __pyx_t_7; - } else { - __pyx_t_8 = __pyx_t_9; - } - if (__pyx_t_8) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1465 - * f_links_low[f_i] = e_i - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - * f_links_high[f_i] = e_i + 1 # <<<<<<<<<<<<<< - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - * e_links_low[e_i] = f_i - */ - (__pyx_v_f_links_high[__pyx_v_f_i]) = (__pyx_v_e_i + 1); - goto __pyx_L15; - } - __pyx_L15:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1466 - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - * f_links_high[f_i] = e_i + 1 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: # <<<<<<<<<<<<<< - * e_links_low[e_i] = f_i - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - */ - __pyx_t_8 = ((__pyx_v_e_links_low[__pyx_v_e_i]) == -1); - if (!__pyx_t_8) { - __pyx_t_9 = ((__pyx_v_e_links_low[__pyx_v_e_i]) > __pyx_v_f_i); - __pyx_t_7 = __pyx_t_9; - } else { - __pyx_t_7 = __pyx_t_8; - } - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1467 - * f_links_high[f_i] = e_i + 1 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - * e_links_low[e_i] = f_i # <<<<<<<<<<<<<< - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - * e_links_high[e_i] = f_i + 1 - */ - (__pyx_v_e_links_low[__pyx_v_e_i]) = __pyx_v_f_i; - goto __pyx_L16; - } - __pyx_L16:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1468 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - * e_links_low[e_i] = f_i - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: # <<<<<<<<<<<<<< - * e_links_high[e_i] = f_i + 1 - * i = i + 2 - */ - __pyx_t_7 = ((__pyx_v_e_links_high[__pyx_v_e_i]) == -1); - if (!__pyx_t_7) { - __pyx_t_8 = ((__pyx_v_e_links_high[__pyx_v_e_i]) < (__pyx_v_f_i + 1)); - __pyx_t_9 = __pyx_t_8; - } else { - __pyx_t_9 = __pyx_t_7; - } - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1469 - * e_links_low[e_i] = f_i - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - * e_links_high[e_i] = f_i + 1 # <<<<<<<<<<<<<< - * i = i + 2 - * - */ - (__pyx_v_e_links_high[__pyx_v_e_i]) = (__pyx_v_f_i + 1); - goto __pyx_L17; - } - __pyx_L17:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1470 - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - * e_links_high[e_i] = f_i + 1 - * i = i + 2 # <<<<<<<<<<<<<< - * - * als = [] - */ - __pyx_v_i = (__pyx_v_i + 2); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1472 - * i = i + 2 - * - * als = [] # <<<<<<<<<<<<<< - * for x in range(matching.start,matching.end): - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) - */ - __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1472; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_v_als = __pyx_t_2; - __pyx_t_2 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1473 - * - * als = [] - * for x in range(matching.start,matching.end): # <<<<<<<<<<<<<< - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) - * als.append(al) - */ - __pyx_t_3 = __pyx_v_matching->end; - for (__pyx_t_4 = __pyx_v_matching->start; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { - __pyx_v_x = __pyx_t_4; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1474 - * als = [] - * for x in range(matching.start,matching.end): - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) # <<<<<<<<<<<<<< - * als.append(al) - * # check all source-side alignment constraints - */ - __pyx_t_2 = PyInt_FromLong(((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1474; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = PyInt_FromLong((__pyx_v_f_links_low[((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1474; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1474; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_1); - __pyx_t_2 = 0; - __pyx_t_1 = 0; - __Pyx_XDECREF(((PyObject *)__pyx_v_al)); - __pyx_v_al = __pyx_t_10; - __pyx_t_10 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1475 - * for x in range(matching.start,matching.end): - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) - * als.append(al) # <<<<<<<<<<<<<< - * # check all source-side alignment constraints - * met_constraints = 1 - */ - __pyx_t_11 = PyList_Append(__pyx_v_als, ((PyObject *)__pyx_v_al)); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1475; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1477 - * als.append(al) - * # check all source-side alignment constraints - * met_constraints = 1 # <<<<<<<<<<<<<< - * if self.require_aligned_terminal: - * num_aligned_chunks = 0 - */ - __pyx_v_met_constraints = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1478 - * # check all source-side alignment constraints - * met_constraints = 1 - * if self.require_aligned_terminal: # <<<<<<<<<<<<<< - * num_aligned_chunks = 0 - * for i from 0 <= i < num_chunks: - */ - if (__pyx_v_self->require_aligned_terminal) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1479 - * met_constraints = 1 - * if self.require_aligned_terminal: - * num_aligned_chunks = 0 # <<<<<<<<<<<<<< - * for i from 0 <= i < num_chunks: - * for j from 0 <= j < chunklen[i]: - */ - __pyx_v_num_aligned_chunks = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1480 - * if self.require_aligned_terminal: - * num_aligned_chunks = 0 - * for i from 0 <= i < num_chunks: # <<<<<<<<<<<<<< - * for j from 0 <= j < chunklen[i]: - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - */ - __pyx_t_3 = __pyx_v_num_chunks; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1481 - * num_aligned_chunks = 0 - * for i from 0 <= i < num_chunks: - * for j from 0 <= j < chunklen[i]: # <<<<<<<<<<<<<< - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - * num_aligned_chunks = num_aligned_chunks + 1 - */ - __pyx_t_4 = (__pyx_v_chunklen[__pyx_v_i]); - for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1482 - * for i from 0 <= i < num_chunks: - * for j from 0 <= j < chunklen[i]: - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: # <<<<<<<<<<<<<< - * num_aligned_chunks = num_aligned_chunks + 1 - * break - */ - __pyx_t_9 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)]) > -1); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1483 - * for j from 0 <= j < chunklen[i]: - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - * num_aligned_chunks = num_aligned_chunks + 1 # <<<<<<<<<<<<<< - * break - * if num_aligned_chunks == 0: - */ - __pyx_v_num_aligned_chunks = (__pyx_v_num_aligned_chunks + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1484 - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - * num_aligned_chunks = num_aligned_chunks + 1 - * break # <<<<<<<<<<<<<< - * if num_aligned_chunks == 0: - * reason_for_failure = "No aligned terminals" - */ - goto __pyx_L24_break; - goto __pyx_L25; - } - __pyx_L25:; - } - __pyx_L24_break:; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1485 - * num_aligned_chunks = num_aligned_chunks + 1 - * break - * if num_aligned_chunks == 0: # <<<<<<<<<<<<<< - * reason_for_failure = "No aligned terminals" - * met_constraints = 0 - */ - __pyx_t_9 = (__pyx_v_num_aligned_chunks == 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1486 - * break - * if num_aligned_chunks == 0: - * reason_for_failure = "No aligned terminals" # <<<<<<<<<<<<<< - * met_constraints = 0 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_124)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_124); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1487 - * if num_aligned_chunks == 0: - * reason_for_failure = "No aligned terminals" - * met_constraints = 0 # <<<<<<<<<<<<<< - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - * reason_for_failure = "Unaligned chunk" - */ - __pyx_v_met_constraints = 0; - goto __pyx_L26; - } - __pyx_L26:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1488 - * reason_for_failure = "No aligned terminals" - * met_constraints = 0 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: # <<<<<<<<<<<<<< - * reason_for_failure = "Unaligned chunk" - * met_constraints = 0 - */ - if (__pyx_v_self->require_aligned_chunks) { - __pyx_t_9 = (__pyx_v_num_aligned_chunks < __pyx_v_num_chunks); - __pyx_t_7 = __pyx_t_9; - } else { - __pyx_t_7 = __pyx_v_self->require_aligned_chunks; - } - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1489 - * met_constraints = 0 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - * reason_for_failure = "Unaligned chunk" # <<<<<<<<<<<<<< - * met_constraints = 0 - * - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_125)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_125); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1490 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - * reason_for_failure = "Unaligned chunk" - * met_constraints = 0 # <<<<<<<<<<<<<< - * - * if met_constraints and self.tight_phrases: - */ - __pyx_v_met_constraints = 0; - goto __pyx_L27; - } - __pyx_L27:; - goto __pyx_L20; - } - __pyx_L20:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1492 - * met_constraints = 0 - * - * if met_constraints and self.tight_phrases: # <<<<<<<<<<<<<< - * # outside edge constraints are checked later - * for i from 0 <= i < num_chunks-1: - */ - if (__pyx_v_met_constraints) { - __pyx_t_7 = __pyx_v_self->tight_phrases; - } else { - __pyx_t_7 = __pyx_v_met_constraints; - } - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1494 - * if met_constraints and self.tight_phrases: - * # outside edge constraints are checked later - * for i from 0 <= i < num_chunks-1: # <<<<<<<<<<<<<< - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - */ - __pyx_t_12 = (__pyx_v_num_chunks - 1); - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1495 - * # outside edge constraints are checked later - * for i from 0 <= i < num_chunks-1: - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: # <<<<<<<<<<<<<< - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - */ - __pyx_t_7 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start)]) == -1); - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1496 - * for i from 0 <= i < num_chunks-1: - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< - * met_constraints = 0 - * break - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_126)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_126); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1497 - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 # <<<<<<<<<<<<<< - * break - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - */ - __pyx_v_met_constraints = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1498 - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - * break # <<<<<<<<<<<<<< - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - */ - goto __pyx_L30_break; - goto __pyx_L31; - } - __pyx_L31:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1499 - * met_constraints = 0 - * break - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: # <<<<<<<<<<<<<< - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - */ - __pyx_t_7 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - 1) - __pyx_v_f_sent_start)]) == -1); - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1500 - * break - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< - * met_constraints = 0 - * break - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_126)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_126); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1501 - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 # <<<<<<<<<<<<<< - * break - * - */ - __pyx_v_met_constraints = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1502 - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - * break # <<<<<<<<<<<<<< - * - * f_low = matching.arr[matching.start] - f_sent_start - */ - goto __pyx_L30_break; - goto __pyx_L32; - } - __pyx_L32:; - } - __pyx_L30_break:; - goto __pyx_L28; - } - __pyx_L28:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1504 - * break - * - * f_low = matching.arr[matching.start] - f_sent_start # <<<<<<<<<<<<<< - * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start - * if met_constraints: - */ - __pyx_v_f_low = ((__pyx_v_matching->arr[__pyx_v_matching->start]) - __pyx_v_f_sent_start); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1505 - * - * f_low = matching.arr[matching.start] - f_sent_start - * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start # <<<<<<<<<<<<<< - * if met_constraints: - * - */ - __pyx_v_f_high = (((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_matching->size) - 1)]) + (__pyx_v_chunklen[(__pyx_v_num_chunks - 1)])) - __pyx_v_f_sent_start); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1506 - * f_low = matching.arr[matching.start] - f_sent_start - * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start - * if met_constraints: # <<<<<<<<<<<<<< - * - * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, - */ - if (__pyx_v_met_constraints) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1508 - * if met_constraints: - * - * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, # <<<<<<<<<<<<<< - * -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, - * self.train_max_initial_size, self.train_max_initial_size, - */ - __pyx_t_10 = PyInt_FromLong(__pyx_v_f_high); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1508; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1512 - * self.train_max_initial_size, self.train_max_initial_size, - * self.train_min_gap_size, 0, - * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): # <<<<<<<<<<<<<< - * gap_error = 0 - * num_gaps = 0 - */ - __pyx_t_3 = ((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_low, __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, (&__pyx_v_e_low), (&__pyx_v_e_high), (&__pyx_v_f_back_low), (&__pyx_v_f_back_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_min_gap_size, 0, ((__pyx_v_self->max_nonterminals - __pyx_v_num_chunks) + 1), 1, 1, 0, 0); - __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1513 - * self.train_min_gap_size, 0, - * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): - * gap_error = 0 # <<<<<<<<<<<<<< - * num_gaps = 0 - * - */ - __pyx_v_gap_error = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1514 - * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): - * gap_error = 0 - * num_gaps = 0 # <<<<<<<<<<<<<< - * - * if f_back_low < f_low: - */ - __pyx_v_num_gaps = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1516 - * num_gaps = 0 - * - * if f_back_low < f_low: # <<<<<<<<<<<<<< - * f_gap_low[0] = f_back_low - * f_gap_high[0] = f_low - */ - __pyx_t_7 = (__pyx_v_f_back_low < __pyx_v_f_low); - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1517 - * - * if f_back_low < f_low: - * f_gap_low[0] = f_back_low # <<<<<<<<<<<<<< - * f_gap_high[0] = f_low - * num_gaps = 1 - */ - (__pyx_v_f_gap_low[0]) = __pyx_v_f_back_low; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1518 - * if f_back_low < f_low: - * f_gap_low[0] = f_back_low - * f_gap_high[0] = f_low # <<<<<<<<<<<<<< - * num_gaps = 1 - * gap_start = 0 - */ - (__pyx_v_f_gap_high[0]) = __pyx_v_f_low; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1519 - * f_gap_low[0] = f_back_low - * f_gap_high[0] = f_low - * num_gaps = 1 # <<<<<<<<<<<<<< - * gap_start = 0 - * phrase_len = phrase_len+1 - */ - __pyx_v_num_gaps = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1520 - * f_gap_high[0] = f_low - * num_gaps = 1 - * gap_start = 0 # <<<<<<<<<<<<<< - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - */ - __pyx_v_gap_start = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1521 - * num_gaps = 1 - * gap_start = 0 - * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< - * if phrase_len > self.max_length: - * gap_error = 1 - */ - __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1522 - * gap_start = 0 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: # <<<<<<<<<<<<<< - * gap_error = 1 - * if self.tight_phrases: - */ - __pyx_t_7 = (__pyx_v_phrase_len > __pyx_v_self->max_length); - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1523 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - * gap_error = 1 # <<<<<<<<<<<<<< - * if self.tight_phrases: - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - */ - __pyx_v_gap_error = 1; - goto __pyx_L36; - } - __pyx_L36:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1524 - * if phrase_len > self.max_length: - * gap_error = 1 - * if self.tight_phrases: # <<<<<<<<<<<<<< - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - * gap_error = 1 - */ - if (__pyx_v_self->tight_phrases) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1525 - * gap_error = 1 - * if self.tight_phrases: - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: # <<<<<<<<<<<<<< - * gap_error = 1 - * reason_for_failure = "Inside edges of preceding subphrase are not tight" - */ - __pyx_t_7 = ((__pyx_v_f_links_low[__pyx_v_f_back_low]) == -1); - if (!__pyx_t_7) { - __pyx_t_9 = ((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) == -1); - __pyx_t_8 = __pyx_t_9; - } else { - __pyx_t_8 = __pyx_t_7; - } - if (__pyx_t_8) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1526 - * if self.tight_phrases: - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - * gap_error = 1 # <<<<<<<<<<<<<< - * reason_for_failure = "Inside edges of preceding subphrase are not tight" - * else: - */ - __pyx_v_gap_error = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1527 - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - * gap_error = 1 - * reason_for_failure = "Inside edges of preceding subphrase are not tight" # <<<<<<<<<<<<<< - * else: - * gap_start = 1 - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_127)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_127); - goto __pyx_L38; - } - __pyx_L38:; - goto __pyx_L37; - } - __pyx_L37:; - goto __pyx_L35; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1529 - * reason_for_failure = "Inside edges of preceding subphrase are not tight" - * else: - * gap_start = 1 # <<<<<<<<<<<<<< - * if self.tight_phrases and f_links_low[f_low] == -1: - * # this is not a hard error. we can't extract this phrase - */ - __pyx_v_gap_start = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1530 - * else: - * gap_start = 1 - * if self.tight_phrases and f_links_low[f_low] == -1: # <<<<<<<<<<<<<< - * # this is not a hard error. we can't extract this phrase - * # but we still might be able to extract a superphrase - */ - if (__pyx_v_self->tight_phrases) { - __pyx_t_8 = ((__pyx_v_f_links_low[__pyx_v_f_low]) == -1); - __pyx_t_7 = __pyx_t_8; - } else { - __pyx_t_7 = __pyx_v_self->tight_phrases; - } - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1533 - * # this is not a hard error. we can't extract this phrase - * # but we still might be able to extract a superphrase - * met_constraints = 0 # <<<<<<<<<<<<<< - * - * for i from 0 <= i < matching.size - 1: - */ - __pyx_v_met_constraints = 0; - goto __pyx_L39; - } - __pyx_L39:; - } - __pyx_L35:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1535 - * met_constraints = 0 - * - * for i from 0 <= i < matching.size - 1: # <<<<<<<<<<<<<< - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start - */ - __pyx_t_12 = (__pyx_v_matching->size - 1); - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1536 - * - * for i from 0 <= i < matching.size - 1: - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start # <<<<<<<<<<<<<< - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start - * num_gaps = num_gaps + 1 - */ - (__pyx_v_f_gap_low[(1 + __pyx_v_i)]) = (((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1537 - * for i from 0 <= i < matching.size - 1: - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start # <<<<<<<<<<<<<< - * num_gaps = num_gaps + 1 - * - */ - (__pyx_v_f_gap_high[(1 + __pyx_v_i)]) = ((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - __pyx_v_f_sent_start); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1538 - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start - * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< - * - * if f_high < f_back_high: - */ - __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1540 - * num_gaps = num_gaps + 1 - * - * if f_high < f_back_high: # <<<<<<<<<<<<<< - * f_gap_low[gap_start+num_gaps] = f_high - * f_gap_high[gap_start+num_gaps] = f_back_high - */ - __pyx_t_7 = (__pyx_v_f_high < __pyx_v_f_back_high); - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1541 - * - * if f_high < f_back_high: - * f_gap_low[gap_start+num_gaps] = f_high # <<<<<<<<<<<<<< - * f_gap_high[gap_start+num_gaps] = f_back_high - * num_gaps = num_gaps + 1 - */ - (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_high; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1542 - * if f_high < f_back_high: - * f_gap_low[gap_start+num_gaps] = f_high - * f_gap_high[gap_start+num_gaps] = f_back_high # <<<<<<<<<<<<<< - * num_gaps = num_gaps + 1 - * phrase_len = phrase_len+1 - */ - (__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_back_high; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1543 - * f_gap_low[gap_start+num_gaps] = f_high - * f_gap_high[gap_start+num_gaps] = f_back_high - * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - */ - __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1544 - * f_gap_high[gap_start+num_gaps] = f_back_high - * num_gaps = num_gaps + 1 - * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< - * if phrase_len > self.max_length: - * gap_error = 1 - */ - __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1545 - * num_gaps = num_gaps + 1 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: # <<<<<<<<<<<<<< - * gap_error = 1 - * if self.tight_phrases: - */ - __pyx_t_7 = (__pyx_v_phrase_len > __pyx_v_self->max_length); - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1546 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - * gap_error = 1 # <<<<<<<<<<<<<< - * if self.tight_phrases: - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - */ - __pyx_v_gap_error = 1; - goto __pyx_L43; - } - __pyx_L43:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1547 - * if phrase_len > self.max_length: - * gap_error = 1 - * if self.tight_phrases: # <<<<<<<<<<<<<< - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - * gap_error = 1 - */ - if (__pyx_v_self->tight_phrases) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1548 - * gap_error = 1 - * if self.tight_phrases: - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: # <<<<<<<<<<<<<< - * gap_error = 1 - * reason_for_failure = "Inside edges of following subphrase are not tight" - */ - __pyx_t_7 = ((__pyx_v_f_links_low[(__pyx_v_f_back_high - 1)]) == -1); - if (!__pyx_t_7) { - __pyx_t_8 = ((__pyx_v_f_links_low[__pyx_v_f_high]) == -1); - __pyx_t_9 = __pyx_t_8; - } else { - __pyx_t_9 = __pyx_t_7; - } - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1549 - * if self.tight_phrases: - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - * gap_error = 1 # <<<<<<<<<<<<<< - * reason_for_failure = "Inside edges of following subphrase are not tight" - * else: - */ - __pyx_v_gap_error = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1550 - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - * gap_error = 1 - * reason_for_failure = "Inside edges of following subphrase are not tight" # <<<<<<<<<<<<<< - * else: - * if self.tight_phrases and f_links_low[f_high-1] == -1: - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_128)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_128); - goto __pyx_L45; - } - __pyx_L45:; - goto __pyx_L44; - } - __pyx_L44:; - goto __pyx_L42; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1552 - * reason_for_failure = "Inside edges of following subphrase are not tight" - * else: - * if self.tight_phrases and f_links_low[f_high-1] == -1: # <<<<<<<<<<<<<< - * met_constraints = 0 - * - */ - if (__pyx_v_self->tight_phrases) { - __pyx_t_9 = ((__pyx_v_f_links_low[(__pyx_v_f_high - 1)]) == -1); - __pyx_t_7 = __pyx_t_9; - } else { - __pyx_t_7 = __pyx_v_self->tight_phrases; - } - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1553 - * else: - * if self.tight_phrases and f_links_low[f_high-1] == -1: - * met_constraints = 0 # <<<<<<<<<<<<<< - * - * if gap_error == 0: - */ - __pyx_v_met_constraints = 0; - goto __pyx_L46; - } - __pyx_L46:; - } - __pyx_L42:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1555 - * met_constraints = 0 - * - * if gap_error == 0: # <<<<<<<<<<<<<< - * e_word_count = e_high - e_low - * for i from 0 <= i < num_gaps: # check integrity of subphrases - */ - __pyx_t_7 = (__pyx_v_gap_error == 0); - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1556 - * - * if gap_error == 0: - * e_word_count = e_high - e_low # <<<<<<<<<<<<<< - * for i from 0 <= i < num_gaps: # check integrity of subphrases - * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], - */ - __pyx_v_e_word_count = (__pyx_v_e_high - __pyx_v_e_low); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1557 - * if gap_error == 0: - * e_word_count = e_high - e_low - * for i from 0 <= i < num_gaps: # check integrity of subphrases # <<<<<<<<<<<<<< - * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], - * f_links_low, f_links_high, e_links_low, e_links_high, - */ - __pyx_t_3 = __pyx_v_num_gaps; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1558 - * e_word_count = e_high - e_low - * for i from 0 <= i < num_gaps: # check integrity of subphrases - * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], # <<<<<<<<<<<<<< - * f_links_low, f_links_high, e_links_low, e_links_high, - * -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, - */ - __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1563 - * f_gap_low+gap_start+i, f_gap_high+gap_start+i, - * f_sent_len, e_sent_len, - * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< - * 0, 0, 0, 0, 0, 0, 0) == 0: - * gap_error = 1 - */ - __pyx_t_7 = (((struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)]), __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, ((__pyx_v_e_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_e_gap_high + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_high + __pyx_v_gap_start) + __pyx_v_i), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0) == 0); - 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* if (num_gaps < self.max_nonterminals - 1 and - * phrase_len+1 < self.max_length and - * f_back_high == f_high and # <<<<<<<<<<<<<< - * f_back_low == f_low and - * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and - */ - __pyx_t_18 = (__pyx_v_f_back_high == __pyx_v_f_high); - if (__pyx_t_18) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1713 - * phrase_len+1 < self.max_length and - * f_back_high == f_high and - * f_back_low == f_low and # <<<<<<<<<<<<<< - * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and - * f_low >= self.train_min_gap_size and - */ - __pyx_t_8 = (__pyx_v_f_back_low == __pyx_v_f_low); - if (__pyx_t_8) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1714 - * f_back_high == f_high and - * f_back_low == f_low and - * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and # <<<<<<<<<<<<<< - * f_low >= self.train_min_gap_size and - 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0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; -static struct __pyx_vtabstruct_8_cdec_sa_IntList __pyx_vtable_8_cdec_sa_IntList; - -static PyObject *__pyx_tp_new_8_cdec_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_8_cdec_sa_IntList *p; - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - p = ((struct __pyx_obj_8_cdec_sa_IntList *)o); - p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_IntList; - if (__pyx_pw_8_cdec_sa_7IntList_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } - return o; -} - -static void __pyx_tp_dealloc_8_cdec_sa_IntList(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_8_cdec_sa_7IntList_15__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - (*Py_TYPE(o)->tp_free)(o); -} -static PyObject *__pyx_sq_item_8_cdec_sa_IntList(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; -} - -static int __pyx_mp_ass_subscript_8_cdec_sa_IntList(PyObject *o, PyObject *i, PyObject *v) { - if (v) { - return __pyx_pw_8_cdec_sa_7IntList_19__setitem__(o, i, v); - } - else { - PyErr_Format(PyExc_NotImplementedError, - "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); - return -1; - } -} - -static PyMethodDef __pyx_methods_8_cdec_sa_IntList[] = { - {__Pyx_NAMESTR("index"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_5index, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("partition"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_7partition, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("_doquicksort"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_9_doquicksort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("sort"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_11sort, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("reset"), (PyCFunction)__pyx_pw_8_cdec_sa_7IntList_13reset, METH_NOARGS, __Pyx_DOCSTR(0)}, - 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0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_IntList = { - __pyx_pw_8_cdec_sa_7IntList_21__len__, /*mp_length*/ - __pyx_pw_8_cdec_sa_7IntList_17__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_8_cdec_sa_IntList, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_IntList = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_IntList = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.IntList"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_IntList), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_IntList, /*tp_dealloc*/ - 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#endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_StringMap = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.StringMap"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_StringMap), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_StringMap, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - &__pyx_tp_as_number_StringMap, /*tp_as_number*/ - &__pyx_tp_as_sequence_StringMap, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_StringMap, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_StringMap, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ - 0, /*tp_doc*/ - 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e = (*v)(p->word2id, a); if (e) return e; - } - if (p->id2word) { - e = (*v)(p->id2word, a); if (e) return e; - } - if (p->data) { - e = (*v)(((PyObject*)p->data), a); if (e) return e; - } - if (p->sent_id) { - e = (*v)(((PyObject*)p->sent_id), a); if (e) return e; - } - if (p->sent_index) { - e = (*v)(((PyObject*)p->sent_index), a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_8_cdec_sa_DataArray(PyObject *o) { - struct __pyx_obj_8_cdec_sa_DataArray *p = (struct __pyx_obj_8_cdec_sa_DataArray *)o; - PyObject* tmp; - tmp = ((PyObject*)p->word2id); - p->word2id = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->id2word); - p->id2word = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->data); - p->data = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->sent_id); - p->sent_id = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - 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-static void __pyx_tp_dealloc_8_cdec_sa_VEB(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_8_cdec_sa_3VEB_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - (*Py_TYPE(o)->tp_free)(o); -} - -static PyMethodDef __pyx_methods_8_cdec_sa_VEB[] = { - {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_8_cdec_sa_3VEB_7insert, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_8_cdec_sa_3VEB_9findsucc, METH_O, __Pyx_DOCSTR(0)}, - {0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_VEB = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 0, /*nb_lshift*/ - 0, /*nb_rshift*/ - 0, /*nb_and*/ - 0, /*nb_xor*/ - 0, /*nb_or*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_coerce*/ - #endif - 0, /*nb_int*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_long*/ - #else - 0, /*reserved*/ - #endif - 0, /*nb_float*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_oct*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*nb_hex*/ - #endif - 0, /*nb_inplace_add*/ - 0, /*nb_inplace_subtract*/ - 0, /*nb_inplace_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_inplace_divide*/ - #endif - 0, /*nb_inplace_remainder*/ - 0, /*nb_inplace_power*/ - 0, /*nb_inplace_lshift*/ - 0, /*nb_inplace_rshift*/ - 0, /*nb_inplace_and*/ - 0, /*nb_inplace_xor*/ - 0, /*nb_inplace_or*/ - 0, /*nb_floor_divide*/ - 0, /*nb_true_divide*/ - 0, /*nb_inplace_floor_divide*/ - 0, /*nb_inplace_true_divide*/ - #if PY_VERSION_HEX >= 0x02050000 - 0, /*nb_index*/ - #endif -}; - -static PySequenceMethods __pyx_tp_as_sequence_VEB = { - __pyx_pw_8_cdec_sa_3VEB_11__len__, /*sq_length*/ - 0, /*sq_concat*/ - 0, /*sq_repeat*/ - 0, /*sq_item*/ - 0, /*sq_slice*/ - 0, /*sq_ass_item*/ - 0, /*sq_ass_slice*/ - __pyx_pw_8_cdec_sa_3VEB_13__contains__, /*sq_contains*/ - 0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_VEB = { - __pyx_pw_8_cdec_sa_3VEB_11__len__, /*mp_length*/ - 0, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_VEB = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_VEB = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.VEB"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_VEB), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_VEB, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 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0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; - -static PyObject *__pyx_tp_new_8_cdec_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_8_cdec_sa_LCP *p; - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - p = ((struct __pyx_obj_8_cdec_sa_LCP *)o); - p->sa = ((struct __pyx_obj_8_cdec_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); - p->lcp = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - if (__pyx_pw_8_cdec_sa_3LCP_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } - return o; -} - -static void __pyx_tp_dealloc_8_cdec_sa_LCP(PyObject *o) { - struct __pyx_obj_8_cdec_sa_LCP *p = (struct __pyx_obj_8_cdec_sa_LCP *)o; - Py_XDECREF(((PyObject *)p->sa)); - Py_XDECREF(((PyObject *)p->lcp)); - (*Py_TYPE(o)->tp_free)(o); -} - -static int __pyx_tp_traverse_8_cdec_sa_LCP(PyObject *o, visitproc v, void *a) { - int e; - struct __pyx_obj_8_cdec_sa_LCP *p = (struct __pyx_obj_8_cdec_sa_LCP *)o; - 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0, /*sq_length*/ - 0, /*sq_concat*/ - 0, /*sq_repeat*/ - 0, /*sq_item*/ - 0, /*sq_slice*/ - 0, /*sq_ass_item*/ - 0, /*sq_ass_slice*/ - 0, /*sq_contains*/ - 0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_LCP = { - 0, /*mp_length*/ - 0, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_LCP = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_LCP = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.LCP"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_LCP), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_LCP, /*tp_dealloc*/ - 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struct __pyx_obj_8_cdec_sa_Alphabet *p = (struct __pyx_obj_8_cdec_sa_Alphabet *)o; - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_8_cdec_sa_8Alphabet_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - Py_XDECREF(((PyObject *)p->terminals)); - Py_XDECREF(((PyObject *)p->nonterminals)); - Py_XDECREF(((PyObject *)p->id2sym)); - (*Py_TYPE(o)->tp_free)(o); -} - -static int __pyx_tp_traverse_8_cdec_sa_Alphabet(PyObject *o, visitproc v, void *a) { - int e; - struct __pyx_obj_8_cdec_sa_Alphabet *p = (struct __pyx_obj_8_cdec_sa_Alphabet *)o; - if (p->terminals) { - e = (*v)(((PyObject*)p->terminals), a); if (e) return e; - } - if (p->nonterminals) { - e = (*v)(((PyObject*)p->nonterminals), a); if (e) return e; - } - if (p->id2sym) { - e = (*v)(p->id2sym, a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_8_cdec_sa_Alphabet(PyObject *o) { - struct __pyx_obj_8_cdec_sa_Alphabet *p = (struct __pyx_obj_8_cdec_sa_Alphabet *)o; - 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{0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_Alphabet = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 0, /*nb_lshift*/ - 0, /*nb_rshift*/ - 0, /*nb_and*/ - 0, /*nb_xor*/ - 0, /*nb_or*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_coerce*/ - #endif - 0, /*nb_int*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_long*/ - #else - 0, /*reserved*/ - #endif - 0, /*nb_float*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_oct*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*nb_hex*/ - #endif - 0, /*nb_inplace_add*/ - 0, /*nb_inplace_subtract*/ - 0, /*nb_inplace_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_inplace_divide*/ - #endif - 0, /*nb_inplace_remainder*/ - 0, /*nb_inplace_power*/ - 0, /*nb_inplace_lshift*/ - 0, /*nb_inplace_rshift*/ - 0, /*nb_inplace_and*/ - 0, /*nb_inplace_xor*/ - 0, /*nb_inplace_or*/ - 0, /*nb_floor_divide*/ - 0, /*nb_true_divide*/ - 0, /*nb_inplace_floor_divide*/ - 0, /*nb_inplace_true_divide*/ - #if PY_VERSION_HEX >= 0x02050000 - 0, /*nb_index*/ - #endif -}; - -static PySequenceMethods __pyx_tp_as_sequence_Alphabet = { - 0, /*sq_length*/ - 0, /*sq_concat*/ - 0, /*sq_repeat*/ - 0, /*sq_item*/ - 0, /*sq_slice*/ - 0, /*sq_ass_item*/ - 0, /*sq_ass_slice*/ - 0, /*sq_contains*/ - 0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_Alphabet = { - 0, /*mp_length*/ - 0, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_Alphabet = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_Alphabet = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.Alphabet"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_Alphabet), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_Alphabet, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - &__pyx_tp_as_number_Alphabet, /*tp_as_number*/ - &__pyx_tp_as_sequence_Alphabet, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Alphabet, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Alphabet, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ - 0, /*tp_doc*/ - __pyx_tp_traverse_8_cdec_sa_Alphabet, /*tp_traverse*/ - __pyx_tp_clear_8_cdec_sa_Alphabet, /*tp_clear*/ - 0, /*tp_richcompare*/ - 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_methods_8_cdec_sa_Alphabet, /*tp_methods*/ - 0, /*tp_members*/ - __pyx_getsets_8_cdec_sa_Alphabet, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_8_cdec_sa_Alphabet, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; -static struct __pyx_vtabstruct_8_cdec_sa_Phrase __pyx_vtable_8_cdec_sa_Phrase; - -static PyObject *__pyx_tp_new_8_cdec_sa_Phrase(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_8_cdec_sa_Phrase *p; - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - p = ((struct __pyx_obj_8_cdec_sa_Phrase *)o); - p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_Phrase; - if (__pyx_pw_8_cdec_sa_6Phrase_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } - return o; -} - -static void __pyx_tp_dealloc_8_cdec_sa_Phrase(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_8_cdec_sa_6Phrase_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - (*Py_TYPE(o)->tp_free)(o); -} -static PyObject *__pyx_sq_item_8_cdec_sa_Phrase(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; -} - -static PyMethodDef __pyx_methods_8_cdec_sa_Phrase[] = { - {__Pyx_NAMESTR("handle"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_7handle, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_6Phrase_6handle)}, - {__Pyx_NAMESTR("strhandle"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_9strhandle, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("arity"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_11arity, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("getvarpos"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_13getvarpos, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("getvar"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_15getvar, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("clen"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_17clen, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("getchunk"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_19getchunk, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("subst"), (PyCFunction)__pyx_pw_8_cdec_sa_6Phrase_31subst, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_Phrase = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 0, /*nb_lshift*/ - 0, /*nb_rshift*/ - 0, /*nb_and*/ - 0, /*nb_xor*/ - 0, /*nb_or*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_coerce*/ - #endif - 0, /*nb_int*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_long*/ - #else - 0, /*reserved*/ - #endif - 0, /*nb_float*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_oct*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*nb_hex*/ - #endif - 0, /*nb_inplace_add*/ - 0, /*nb_inplace_subtract*/ - 0, /*nb_inplace_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_inplace_divide*/ - #endif - 0, /*nb_inplace_remainder*/ - 0, /*nb_inplace_power*/ - 0, /*nb_inplace_lshift*/ - 0, /*nb_inplace_rshift*/ - 0, /*nb_inplace_and*/ - 0, /*nb_inplace_xor*/ - 0, /*nb_inplace_or*/ - 0, /*nb_floor_divide*/ - 0, /*nb_true_divide*/ - 0, /*nb_inplace_floor_divide*/ - 0, /*nb_inplace_true_divide*/ - #if PY_VERSION_HEX >= 0x02050000 - 0, /*nb_index*/ - #endif -}; - -static PySequenceMethods __pyx_tp_as_sequence_Phrase = { - __pyx_pw_8_cdec_sa_6Phrase_25__len__, /*sq_length*/ - 0, /*sq_concat*/ - 0, /*sq_repeat*/ - __pyx_sq_item_8_cdec_sa_Phrase, /*sq_item*/ - 0, /*sq_slice*/ - 0, /*sq_ass_item*/ - 0, /*sq_ass_slice*/ - 0, /*sq_contains*/ - 0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_Phrase = { - __pyx_pw_8_cdec_sa_6Phrase_25__len__, /*mp_length*/ - __pyx_pw_8_cdec_sa_6Phrase_27__getitem__, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_Phrase = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_Phrase = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.Phrase"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_Phrase), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_Phrase, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - __pyx_pw_8_cdec_sa_6Phrase_21__cmp__, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - &__pyx_tp_as_number_Phrase, /*tp_as_number*/ - &__pyx_tp_as_sequence_Phrase, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Phrase, /*tp_as_mapping*/ - __pyx_pw_8_cdec_sa_6Phrase_23__hash__, /*tp_hash*/ - 0, /*tp_call*/ - __pyx_pw_8_cdec_sa_6Phrase_5__str__, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Phrase, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ - 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ - 0, /*tp_richcompare*/ - 0, /*tp_weaklistoffset*/ - __pyx_pw_8_cdec_sa_6Phrase_29__iter__, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_methods_8_cdec_sa_Phrase, /*tp_methods*/ - 0, /*tp_members*/ - 0, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_8_cdec_sa_Phrase, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; - -static PyObject *__pyx_tp_new_8_cdec_sa_Rule(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_8_cdec_sa_Rule *p; - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - p = ((struct __pyx_obj_8_cdec_sa_Rule *)o); - p->f = ((struct __pyx_obj_8_cdec_sa_Phrase *)Py_None); Py_INCREF(Py_None); - p->e = ((struct __pyx_obj_8_cdec_sa_Phrase *)Py_None); Py_INCREF(Py_None); - p->word_alignments = Py_None; Py_INCREF(Py_None); - if (__pyx_pw_8_cdec_sa_4Rule_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } - return o; -} - -static void __pyx_tp_dealloc_8_cdec_sa_Rule(PyObject *o) { - struct __pyx_obj_8_cdec_sa_Rule *p = (struct __pyx_obj_8_cdec_sa_Rule *)o; - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_8_cdec_sa_4Rule_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - Py_XDECREF(((PyObject *)p->f)); - Py_XDECREF(((PyObject *)p->e)); - Py_XDECREF(p->word_alignments); - (*Py_TYPE(o)->tp_free)(o); -} - -static int __pyx_tp_traverse_8_cdec_sa_Rule(PyObject *o, visitproc v, void *a) { - int e; - struct __pyx_obj_8_cdec_sa_Rule *p = (struct __pyx_obj_8_cdec_sa_Rule *)o; - if (p->f) { - e = (*v)(((PyObject*)p->f), a); if (e) return e; - } - if (p->e) { - e = (*v)(((PyObject*)p->e), a); if (e) return e; - } - if (p->word_alignments) { - e = (*v)(p->word_alignments, a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_8_cdec_sa_Rule(PyObject *o) { - struct __pyx_obj_8_cdec_sa_Rule *p = (struct __pyx_obj_8_cdec_sa_Rule *)o; - PyObject* tmp; - tmp = ((PyObject*)p->f); - p->f = ((struct __pyx_obj_8_cdec_sa_Phrase *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->e); - p->e = ((struct __pyx_obj_8_cdec_sa_Phrase *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->word_alignments); - p->word_alignments = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} - -static PyObject *__pyx_getprop_8_cdec_sa_4Rule_scores(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_4Rule_6scores_1__get__(o); -} - -static int __pyx_setprop_8_cdec_sa_4Rule_scores(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_8_cdec_sa_4Rule_6scores_3__set__(o, v); - } - else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; - } -} - -static PyObject *__pyx_getprop_8_cdec_sa_4Rule_lhs(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_4Rule_3lhs_1__get__(o); -} - -static int __pyx_setprop_8_cdec_sa_4Rule_lhs(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_8_cdec_sa_4Rule_3lhs_3__set__(o, v); - } - else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; - } -} - -static PyObject *__pyx_getprop_8_cdec_sa_4Rule_f(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_4Rule_1f_1__get__(o); -} - -static PyObject *__pyx_getprop_8_cdec_sa_4Rule_e(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_4Rule_1e_1__get__(o); -} - -static PyObject *__pyx_getprop_8_cdec_sa_4Rule_word_alignments(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_4Rule_15word_alignments_1__get__(o); -} - -static int __pyx_setprop_8_cdec_sa_4Rule_word_alignments(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_8_cdec_sa_4Rule_15word_alignments_3__set__(o, v); - } - else { - return __pyx_pw_8_cdec_sa_4Rule_15word_alignments_5__del__(o); - } -} - -static PyMethodDef __pyx_methods_8_cdec_sa_Rule[] = { - {__Pyx_NAMESTR("fmerge"), (PyCFunction)__pyx_pw_8_cdec_sa_4Rule_11fmerge, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("arity"), (PyCFunction)__pyx_pw_8_cdec_sa_4Rule_13arity, METH_NOARGS, __Pyx_DOCSTR(0)}, - {0, 0, 0, 0} -}; - -static struct PyGetSetDef __pyx_getsets_8_cdec_sa_Rule[] = { - {(char *)"scores", __pyx_getprop_8_cdec_sa_4Rule_scores, __pyx_setprop_8_cdec_sa_4Rule_scores, 0, 0}, - {(char *)"lhs", __pyx_getprop_8_cdec_sa_4Rule_lhs, __pyx_setprop_8_cdec_sa_4Rule_lhs, 0, 0}, - {(char *)"f", __pyx_getprop_8_cdec_sa_4Rule_f, 0, 0, 0}, - {(char *)"e", __pyx_getprop_8_cdec_sa_4Rule_e, 0, 0, 0}, - {(char *)"word_alignments", __pyx_getprop_8_cdec_sa_4Rule_word_alignments, __pyx_setprop_8_cdec_sa_4Rule_word_alignments, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_Rule = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 0, /*nb_lshift*/ - 0, /*nb_rshift*/ - 0, /*nb_and*/ - 0, /*nb_xor*/ - 0, /*nb_or*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_coerce*/ - #endif - 0, /*nb_int*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_long*/ - #else - 0, /*reserved*/ - #endif - 0, /*nb_float*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_oct*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*nb_hex*/ - #endif - __pyx_pw_8_cdec_sa_4Rule_9__iadd__, /*nb_inplace_add*/ - 0, /*nb_inplace_subtract*/ - 0, /*nb_inplace_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_inplace_divide*/ - #endif - 0, /*nb_inplace_remainder*/ - 0, /*nb_inplace_power*/ - 0, /*nb_inplace_lshift*/ - 0, /*nb_inplace_rshift*/ - 0, /*nb_inplace_and*/ - 0, /*nb_inplace_xor*/ - 0, /*nb_inplace_or*/ - 0, /*nb_floor_divide*/ - 0, /*nb_true_divide*/ - 0, /*nb_inplace_floor_divide*/ - 0, /*nb_inplace_true_divide*/ - #if PY_VERSION_HEX >= 0x02050000 - 0, /*nb_index*/ - #endif -}; - -static PySequenceMethods __pyx_tp_as_sequence_Rule = { - 0, /*sq_length*/ - 0, /*sq_concat*/ - 0, /*sq_repeat*/ - 0, /*sq_item*/ - 0, /*sq_slice*/ - 0, /*sq_ass_item*/ - 0, /*sq_ass_slice*/ - 0, /*sq_contains*/ - 0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_Rule = { - 0, /*mp_length*/ - 0, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_Rule = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_Rule = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.Rule"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_Rule), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_Rule, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - __pyx_pw_8_cdec_sa_4Rule_7__cmp__, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - &__pyx_tp_as_number_Rule, /*tp_as_number*/ - 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0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; -static struct __pyx_vtabstruct_8_cdec_sa_TrieMap __pyx_vtable_8_cdec_sa_TrieMap; - -static PyObject *__pyx_tp_new_8_cdec_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_8_cdec_sa_TrieMap *p; - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - p = ((struct __pyx_obj_8_cdec_sa_TrieMap *)o); - p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_TrieMap; - if (__pyx_pw_8_cdec_sa_7TrieMap_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } - return o; -} - -static void __pyx_tp_dealloc_8_cdec_sa_TrieMap(PyObject *o) { - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pw_8_cdec_sa_7TrieMap_3__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - (*Py_TYPE(o)->tp_free)(o); -} - -static PyMethodDef __pyx_methods_8_cdec_sa_TrieMap[] = { - {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_8_cdec_sa_7TrieMap_5insert, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("contains"), (PyCFunction)__pyx_pw_8_cdec_sa_7TrieMap_7contains, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("toMap"), (PyCFunction)__pyx_pw_8_cdec_sa_7TrieMap_9toMap, METH_O, __Pyx_DOCSTR(0)}, - {0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_TrieMap = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 0, /*nb_lshift*/ - 0, /*nb_rshift*/ - 0, /*nb_and*/ - 0, /*nb_xor*/ - 0, /*nb_or*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_coerce*/ - #endif - 0, /*nb_int*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_long*/ - #else - 0, /*reserved*/ - #endif - 0, /*nb_float*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_oct*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*nb_hex*/ - 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0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_TrieMap = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.TrieMap"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_TrieMap), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_TrieMap, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - &__pyx_tp_as_number_TrieMap, /*tp_as_number*/ - &__pyx_tp_as_sequence_TrieMap, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_TrieMap, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 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} - if (p->precomputed_collocations) { - e = (*v)(p->precomputed_collocations, a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_8_cdec_sa_Precomputation(PyObject *o) { - struct __pyx_obj_8_cdec_sa_Precomputation *p = (struct __pyx_obj_8_cdec_sa_Precomputation *)o; - PyObject* tmp; - tmp = ((PyObject*)p->precomputed_index); - p->precomputed_index = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->precomputed_collocations); - p->precomputed_collocations = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} - -static PyMethodDef __pyx_methods_8_cdec_sa_Precomputation[] = { - {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_14Precomputation_3read_binary, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_8_cdec_sa_14Precomputation_5write_binary, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_8_cdec_sa_14Precomputation_7precompute, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - 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0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_Precomputation = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.Precomputation"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_Precomputation), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_Precomputation, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - &__pyx_tp_as_number_Precomputation, /*tp_as_number*/ - &__pyx_tp_as_sequence_Precomputation, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Precomputation, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Precomputation, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ - 0, /*tp_doc*/ - __pyx_tp_traverse_8_cdec_sa_Precomputation, /*tp_traverse*/ - 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e = (*v)(((PyObject*)p->ha), a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_8_cdec_sa_SuffixArray(PyObject *o) { - struct __pyx_obj_8_cdec_sa_SuffixArray *p = (struct __pyx_obj_8_cdec_sa_SuffixArray *)o; - PyObject* tmp; - tmp = ((PyObject*)p->darray); - p->darray = ((struct __pyx_obj_8_cdec_sa_DataArray *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->sa); - p->sa = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->ha); - p->ha = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} -static PyObject *__pyx_sq_item_8_cdec_sa_SuffixArray(PyObject *o, Py_ssize_t i) { - PyObject *r; - PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; - r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); - Py_DECREF(x); - return r; -} - -static PyMethodDef __pyx_methods_8_cdec_sa_SuffixArray[] = { - {__Pyx_NAMESTR("getSentId"), (PyCFunction)__pyx_pw_8_cdec_sa_11SuffixArray_5getSentId, METH_O, __Pyx_DOCSTR(0)}, - 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Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ - 0, /*tp_doc*/ - __pyx_tp_traverse_8_cdec_sa_SuffixArray, /*tp_traverse*/ - __pyx_tp_clear_8_cdec_sa_SuffixArray, /*tp_clear*/ - 0, /*tp_richcompare*/ - 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_methods_8_cdec_sa_SuffixArray, /*tp_methods*/ - 0, /*tp_members*/ - 0, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_8_cdec_sa_SuffixArray, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; - -static PyObject *__pyx_tp_new_8_cdec_sa_TrieNode(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_8_cdec_sa_TrieNode *p; - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - p = ((struct __pyx_obj_8_cdec_sa_TrieNode *)o); - p->children = Py_None; Py_INCREF(Py_None); - if (__pyx_pw_8_cdec_sa_8TrieNode_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) { - Py_DECREF(o); o = 0; - } - return o; -} - -static void __pyx_tp_dealloc_8_cdec_sa_TrieNode(PyObject *o) { - struct __pyx_obj_8_cdec_sa_TrieNode *p = (struct __pyx_obj_8_cdec_sa_TrieNode *)o; - Py_XDECREF(p->children); - (*Py_TYPE(o)->tp_free)(o); -} - -static int __pyx_tp_traverse_8_cdec_sa_TrieNode(PyObject *o, visitproc v, void *a) { - int e; - struct __pyx_obj_8_cdec_sa_TrieNode *p = (struct __pyx_obj_8_cdec_sa_TrieNode *)o; - if (p->children) { - e = (*v)(p->children, a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_8_cdec_sa_TrieNode(PyObject *o) { - struct __pyx_obj_8_cdec_sa_TrieNode *p = (struct __pyx_obj_8_cdec_sa_TrieNode *)o; - PyObject* tmp; - tmp = ((PyObject*)p->children); - p->children = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} - -static PyObject *__pyx_getprop_8_cdec_sa_8TrieNode_children(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_8TrieNode_8children_1__get__(o); -} - -static int __pyx_setprop_8_cdec_sa_8TrieNode_children(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_8_cdec_sa_8TrieNode_8children_3__set__(o, v); - } - else { - return __pyx_pw_8_cdec_sa_8TrieNode_8children_5__del__(o); - } -} - -static PyMethodDef __pyx_methods_8_cdec_sa_TrieNode[] = { - {0, 0, 0, 0} -}; - -static struct PyGetSetDef __pyx_getsets_8_cdec_sa_TrieNode[] = { - {(char *)"children", __pyx_getprop_8_cdec_sa_8TrieNode_children, __pyx_setprop_8_cdec_sa_8TrieNode_children, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_TrieNode = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 0, /*nb_lshift*/ - 0, /*nb_rshift*/ - 0, /*nb_and*/ - 0, /*nb_xor*/ - 0, /*nb_or*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_coerce*/ - #endif - 0, /*nb_int*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_long*/ - #else - 0, /*reserved*/ - #endif - 0, /*nb_float*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_oct*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*nb_hex*/ - #endif - 0, /*nb_inplace_add*/ - 0, /*nb_inplace_subtract*/ - 0, /*nb_inplace_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_inplace_divide*/ - #endif - 0, /*nb_inplace_remainder*/ - 0, /*nb_inplace_power*/ - 0, /*nb_inplace_lshift*/ - 0, /*nb_inplace_rshift*/ - 0, /*nb_inplace_and*/ - 0, /*nb_inplace_xor*/ - 0, /*nb_inplace_or*/ - 0, /*nb_floor_divide*/ - 0, /*nb_true_divide*/ - 0, /*nb_inplace_floor_divide*/ - 0, /*nb_inplace_true_divide*/ - #if PY_VERSION_HEX >= 0x02050000 - 0, /*nb_index*/ - #endif -}; - -static PySequenceMethods __pyx_tp_as_sequence_TrieNode = { - 0, /*sq_length*/ - 0, /*sq_concat*/ - 0, /*sq_repeat*/ - 0, /*sq_item*/ - 0, /*sq_slice*/ - 0, /*sq_ass_item*/ - 0, /*sq_ass_slice*/ - 0, /*sq_contains*/ - 0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_TrieNode = { - 0, /*mp_length*/ - 0, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_TrieNode = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_TrieNode = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.TrieNode"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_TrieNode), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_TrieNode, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - &__pyx_tp_as_number_TrieNode, /*tp_as_number*/ - &__pyx_tp_as_sequence_TrieNode, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_TrieNode, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_TrieNode, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ - 0, /*tp_doc*/ - __pyx_tp_traverse_8_cdec_sa_TrieNode, /*tp_traverse*/ - __pyx_tp_clear_8_cdec_sa_TrieNode, /*tp_clear*/ - 0, /*tp_richcompare*/ - 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_methods_8_cdec_sa_TrieNode, /*tp_methods*/ - 0, /*tp_members*/ - __pyx_getsets_8_cdec_sa_TrieNode, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_8_cdec_sa_TrieNode, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; - -static PyObject *__pyx_tp_new_8_cdec_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *p; - PyObject *o = __pyx_tp_new_8_cdec_sa_TrieNode(t, a, k); - if (!o) return 0; - p = ((struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *)o); - p->phrase = Py_None; Py_INCREF(Py_None); - p->phrase_location = Py_None; Py_INCREF(Py_None); - p->suffix_link = Py_None; Py_INCREF(Py_None); - if (__pyx_pw_8_cdec_sa_16ExtendedTrieNode_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } - return o; -} - -static void __pyx_tp_dealloc_8_cdec_sa_ExtendedTrieNode(PyObject *o) { - struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *p = (struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *)o; - Py_XDECREF(p->phrase); - Py_XDECREF(p->phrase_location); - Py_XDECREF(p->suffix_link); - __pyx_tp_dealloc_8_cdec_sa_TrieNode(o); -} - -static int __pyx_tp_traverse_8_cdec_sa_ExtendedTrieNode(PyObject *o, visitproc v, void *a) { - int e; - struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *p = (struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *)o; - e = __pyx_tp_traverse_8_cdec_sa_TrieNode(o, v, a); if (e) return e; - if (p->phrase) { - e = (*v)(p->phrase, a); if (e) return e; - } - if (p->phrase_location) { - e = (*v)(p->phrase_location, a); if (e) return e; - } - if (p->suffix_link) { - e = (*v)(p->suffix_link, a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_8_cdec_sa_ExtendedTrieNode(PyObject *o) { - struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *p = (struct __pyx_obj_8_cdec_sa_ExtendedTrieNode *)o; - PyObject* tmp; - __pyx_tp_clear_8_cdec_sa_TrieNode(o); - tmp = ((PyObject*)p->phrase); - p->phrase = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->phrase_location); - p->phrase_location = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->suffix_link); - p->suffix_link = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} - -static PyObject *__pyx_getprop_8_cdec_sa_16ExtendedTrieNode_phrase(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_6phrase_1__get__(o); -} - -static int __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_phrase(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_6phrase_3__set__(o, v); - } - else { - return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_6phrase_5__del__(o); - } -} - -static PyObject *__pyx_getprop_8_cdec_sa_16ExtendedTrieNode_phrase_location(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_15phrase_location_1__get__(o); -} - -static int __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_phrase_location(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_15phrase_location_3__set__(o, v); - } - else { - return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_15phrase_location_5__del__(o); - } -} - -static PyObject *__pyx_getprop_8_cdec_sa_16ExtendedTrieNode_suffix_link(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_11suffix_link_1__get__(o); -} - -static int __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_suffix_link(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_11suffix_link_3__set__(o, v); - } - else { - return __pyx_pw_8_cdec_sa_16ExtendedTrieNode_11suffix_link_5__del__(o); - } -} - -static PyMethodDef __pyx_methods_8_cdec_sa_ExtendedTrieNode[] = { - {0, 0, 0, 0} -}; - -static struct PyGetSetDef __pyx_getsets_8_cdec_sa_ExtendedTrieNode[] = { - {(char *)"phrase", __pyx_getprop_8_cdec_sa_16ExtendedTrieNode_phrase, __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_phrase, 0, 0}, - {(char *)"phrase_location", __pyx_getprop_8_cdec_sa_16ExtendedTrieNode_phrase_location, __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_phrase_location, 0, 0}, - {(char *)"suffix_link", __pyx_getprop_8_cdec_sa_16ExtendedTrieNode_suffix_link, __pyx_setprop_8_cdec_sa_16ExtendedTrieNode_suffix_link, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_ExtendedTrieNode = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 0, /*nb_lshift*/ - 0, /*nb_rshift*/ - 0, /*nb_and*/ - 0, /*nb_xor*/ - 0, /*nb_or*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_coerce*/ - #endif - 0, /*nb_int*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_long*/ - #else - 0, /*reserved*/ - #endif - 0, /*nb_float*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_oct*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*nb_hex*/ - #endif - 0, /*nb_inplace_add*/ - 0, /*nb_inplace_subtract*/ - 0, /*nb_inplace_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_inplace_divide*/ - #endif - 0, /*nb_inplace_remainder*/ - 0, /*nb_inplace_power*/ - 0, /*nb_inplace_lshift*/ - 0, /*nb_inplace_rshift*/ - 0, /*nb_inplace_and*/ - 0, /*nb_inplace_xor*/ - 0, /*nb_inplace_or*/ - 0, /*nb_floor_divide*/ - 0, /*nb_true_divide*/ - 0, /*nb_inplace_floor_divide*/ - 0, /*nb_inplace_true_divide*/ - #if PY_VERSION_HEX >= 0x02050000 - 0, /*nb_index*/ - #endif -}; - -static PySequenceMethods __pyx_tp_as_sequence_ExtendedTrieNode = { - 0, /*sq_length*/ - 0, /*sq_concat*/ - 0, /*sq_repeat*/ - 0, /*sq_item*/ - 0, /*sq_slice*/ - 0, /*sq_ass_item*/ - 0, /*sq_ass_slice*/ - 0, /*sq_contains*/ - 0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_ExtendedTrieNode = { - 0, /*mp_length*/ - 0, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_ExtendedTrieNode = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - 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0, /*tp_richcompare*/ - 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_methods_8_cdec_sa_ExtendedTrieNode, /*tp_methods*/ - 0, /*tp_members*/ - __pyx_getsets_8_cdec_sa_ExtendedTrieNode, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_8_cdec_sa_ExtendedTrieNode, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; - -static PyObject *__pyx_tp_new_8_cdec_sa_TrieTable(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_8_cdec_sa_TrieTable *p; - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - p = ((struct __pyx_obj_8_cdec_sa_TrieTable *)o); - p->root = Py_None; Py_INCREF(Py_None); - if (__pyx_pw_8_cdec_sa_9TrieTable_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } - return o; -} - -static void __pyx_tp_dealloc_8_cdec_sa_TrieTable(PyObject *o) { - struct __pyx_obj_8_cdec_sa_TrieTable *p = (struct __pyx_obj_8_cdec_sa_TrieTable *)o; - Py_XDECREF(p->root); - (*Py_TYPE(o)->tp_free)(o); -} - -static int __pyx_tp_traverse_8_cdec_sa_TrieTable(PyObject *o, visitproc v, void *a) { - int e; - struct __pyx_obj_8_cdec_sa_TrieTable *p = (struct __pyx_obj_8_cdec_sa_TrieTable *)o; - if (p->root) { - e = (*v)(p->root, a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_8_cdec_sa_TrieTable(PyObject *o) { - struct __pyx_obj_8_cdec_sa_TrieTable *p = (struct __pyx_obj_8_cdec_sa_TrieTable *)o; - PyObject* tmp; - tmp = ((PyObject*)p->root); - p->root = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} - -static PyObject *__pyx_getprop_8_cdec_sa_9TrieTable_extended(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_9TrieTable_8extended_1__get__(o); -} - -static int __pyx_setprop_8_cdec_sa_9TrieTable_extended(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_8_cdec_sa_9TrieTable_8extended_3__set__(o, v); - } - else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; - } -} - -static PyObject *__pyx_getprop_8_cdec_sa_9TrieTable_count(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_9TrieTable_5count_1__get__(o); -} - -static int __pyx_setprop_8_cdec_sa_9TrieTable_count(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_8_cdec_sa_9TrieTable_5count_3__set__(o, v); - } - else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; - } -} - -static PyObject *__pyx_getprop_8_cdec_sa_9TrieTable_root(PyObject *o, void *x) { - return __pyx_pw_8_cdec_sa_9TrieTable_4root_1__get__(o); -} - -static int __pyx_setprop_8_cdec_sa_9TrieTable_root(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pw_8_cdec_sa_9TrieTable_4root_3__set__(o, v); - } - else { - return __pyx_pw_8_cdec_sa_9TrieTable_4root_5__del__(o); - } -} - -static PyMethodDef __pyx_methods_8_cdec_sa_TrieTable[] = { - {0, 0, 0, 0} -}; - -static struct PyGetSetDef __pyx_getsets_8_cdec_sa_TrieTable[] = { - {(char *)"extended", __pyx_getprop_8_cdec_sa_9TrieTable_extended, __pyx_setprop_8_cdec_sa_9TrieTable_extended, 0, 0}, - {(char *)"count", __pyx_getprop_8_cdec_sa_9TrieTable_count, __pyx_setprop_8_cdec_sa_9TrieTable_count, 0, 0}, - {(char *)"root", __pyx_getprop_8_cdec_sa_9TrieTable_root, __pyx_setprop_8_cdec_sa_9TrieTable_root, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_TrieTable = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 0, /*nb_lshift*/ - 0, /*nb_rshift*/ - 0, /*nb_and*/ - 0, /*nb_xor*/ - 0, /*nb_or*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_coerce*/ - #endif - 0, /*nb_int*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_long*/ - #else - 0, /*reserved*/ - #endif - 0, /*nb_float*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_oct*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*nb_hex*/ - #endif - 0, /*nb_inplace_add*/ - 0, /*nb_inplace_subtract*/ - 0, /*nb_inplace_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_inplace_divide*/ - #endif - 0, /*nb_inplace_remainder*/ - 0, /*nb_inplace_power*/ - 0, /*nb_inplace_lshift*/ - 0, /*nb_inplace_rshift*/ - 0, /*nb_inplace_and*/ - 0, /*nb_inplace_xor*/ - 0, /*nb_inplace_or*/ - 0, /*nb_floor_divide*/ - 0, /*nb_true_divide*/ - 0, /*nb_inplace_floor_divide*/ - 0, /*nb_inplace_true_divide*/ - #if PY_VERSION_HEX >= 0x02050000 - 0, /*nb_index*/ - #endif -}; - -static PySequenceMethods __pyx_tp_as_sequence_TrieTable = { - 0, /*sq_length*/ - 0, /*sq_concat*/ - 0, /*sq_repeat*/ - 0, /*sq_item*/ - 0, /*sq_slice*/ - 0, /*sq_ass_item*/ - 0, /*sq_ass_slice*/ - 0, /*sq_contains*/ - 0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_TrieTable = { - 0, /*mp_length*/ - 0, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_TrieTable = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_TrieTable = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.TrieTable"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_TrieTable), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_TrieTable, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - &__pyx_tp_as_number_TrieTable, /*tp_as_number*/ - &__pyx_tp_as_sequence_TrieTable, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_TrieTable, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_TrieTable, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ - 0, /*tp_doc*/ - __pyx_tp_traverse_8_cdec_sa_TrieTable, /*tp_traverse*/ - __pyx_tp_clear_8_cdec_sa_TrieTable, /*tp_clear*/ - 0, /*tp_richcompare*/ - 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_methods_8_cdec_sa_TrieTable, /*tp_methods*/ - 0, /*tp_members*/ - __pyx_getsets_8_cdec_sa_TrieTable, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_8_cdec_sa_TrieTable, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; -static struct __pyx_vtabstruct_8_cdec_sa_PhraseLocation __pyx_vtable_8_cdec_sa_PhraseLocation; - -static PyObject *__pyx_tp_new_8_cdec_sa_PhraseLocation(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_8_cdec_sa_PhraseLocation *p; - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - p = ((struct __pyx_obj_8_cdec_sa_PhraseLocation *)o); - p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_PhraseLocation; - p->arr = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - if (__pyx_pw_8_cdec_sa_14PhraseLocation_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } - return o; -} - -static void __pyx_tp_dealloc_8_cdec_sa_PhraseLocation(PyObject *o) { - struct __pyx_obj_8_cdec_sa_PhraseLocation *p = (struct __pyx_obj_8_cdec_sa_PhraseLocation *)o; - Py_XDECREF(((PyObject *)p->arr)); - (*Py_TYPE(o)->tp_free)(o); -} - -static int __pyx_tp_traverse_8_cdec_sa_PhraseLocation(PyObject *o, visitproc v, void *a) { - int e; - struct __pyx_obj_8_cdec_sa_PhraseLocation *p = (struct __pyx_obj_8_cdec_sa_PhraseLocation *)o; - if (p->arr) { - e = (*v)(((PyObject*)p->arr), a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_8_cdec_sa_PhraseLocation(PyObject *o) { - struct __pyx_obj_8_cdec_sa_PhraseLocation *p = (struct __pyx_obj_8_cdec_sa_PhraseLocation *)o; - PyObject* tmp; - tmp = ((PyObject*)p->arr); - p->arr = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} - -static PyMethodDef __pyx_methods_8_cdec_sa_PhraseLocation[] = { - {0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_PhraseLocation = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 0, /*nb_lshift*/ - 0, /*nb_rshift*/ - 0, /*nb_and*/ - 0, /*nb_xor*/ - 0, /*nb_or*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_coerce*/ - #endif - 0, /*nb_int*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_long*/ - #else - 0, /*reserved*/ - #endif - 0, /*nb_float*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_oct*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*nb_hex*/ - #endif - 0, /*nb_inplace_add*/ - 0, /*nb_inplace_subtract*/ - 0, /*nb_inplace_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_inplace_divide*/ - #endif - 0, /*nb_inplace_remainder*/ - 0, /*nb_inplace_power*/ - 0, /*nb_inplace_lshift*/ - 0, /*nb_inplace_rshift*/ - 0, /*nb_inplace_and*/ - 0, /*nb_inplace_xor*/ - 0, /*nb_inplace_or*/ - 0, /*nb_floor_divide*/ - 0, /*nb_true_divide*/ - 0, /*nb_inplace_floor_divide*/ - 0, /*nb_inplace_true_divide*/ - #if PY_VERSION_HEX >= 0x02050000 - 0, /*nb_index*/ - #endif -}; - -static PySequenceMethods __pyx_tp_as_sequence_PhraseLocation = { - 0, /*sq_length*/ - 0, /*sq_concat*/ - 0, /*sq_repeat*/ - 0, /*sq_item*/ - 0, /*sq_slice*/ - 0, /*sq_ass_item*/ - 0, /*sq_ass_slice*/ - 0, /*sq_contains*/ - 0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_PhraseLocation = { - 0, /*mp_length*/ - 0, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_PhraseLocation = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_PhraseLocation = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.PhraseLocation"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_PhraseLocation), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_PhraseLocation, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - &__pyx_tp_as_number_PhraseLocation, /*tp_as_number*/ - &__pyx_tp_as_sequence_PhraseLocation, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_PhraseLocation, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_PhraseLocation, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ - 0, /*tp_doc*/ - __pyx_tp_traverse_8_cdec_sa_PhraseLocation, /*tp_traverse*/ - __pyx_tp_clear_8_cdec_sa_PhraseLocation, /*tp_clear*/ - 0, /*tp_richcompare*/ - 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_methods_8_cdec_sa_PhraseLocation, /*tp_methods*/ - 0, /*tp_members*/ - 0, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_8_cdec_sa_PhraseLocation, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; - -static PyObject *__pyx_tp_new_8_cdec_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_8_cdec_sa_Sampler *p; - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - p = ((struct __pyx_obj_8_cdec_sa_Sampler *)o); - p->sa = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - if (__pyx_pw_8_cdec_sa_7Sampler_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } - return o; -} - -static void __pyx_tp_dealloc_8_cdec_sa_Sampler(PyObject *o) { - struct __pyx_obj_8_cdec_sa_Sampler *p = (struct __pyx_obj_8_cdec_sa_Sampler *)o; - Py_XDECREF(((PyObject *)p->sa)); - (*Py_TYPE(o)->tp_free)(o); -} - -static int __pyx_tp_traverse_8_cdec_sa_Sampler(PyObject *o, visitproc v, void *a) { - int e; - struct __pyx_obj_8_cdec_sa_Sampler *p = (struct __pyx_obj_8_cdec_sa_Sampler *)o; - if (p->sa) { - e = (*v)(((PyObject*)p->sa), a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_8_cdec_sa_Sampler(PyObject *o) { - struct __pyx_obj_8_cdec_sa_Sampler *p = (struct __pyx_obj_8_cdec_sa_Sampler *)o; - PyObject* tmp; - tmp = ((PyObject*)p->sa); - p->sa = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} - -static PyMethodDef __pyx_methods_8_cdec_sa_Sampler[] = { - {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_8_cdec_sa_7Sampler_3sample, METH_O, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_7Sampler_2sample)}, - {0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_Sampler = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 0, /*nb_lshift*/ - 0, /*nb_rshift*/ - 0, /*nb_and*/ - 0, /*nb_xor*/ - 0, /*nb_or*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_coerce*/ - #endif - 0, /*nb_int*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_long*/ - #else - 0, /*reserved*/ - #endif - 0, /*nb_float*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_oct*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*nb_hex*/ - #endif - 0, /*nb_inplace_add*/ - 0, /*nb_inplace_subtract*/ - 0, /*nb_inplace_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_inplace_divide*/ - #endif - 0, /*nb_inplace_remainder*/ - 0, /*nb_inplace_power*/ - 0, /*nb_inplace_lshift*/ - 0, /*nb_inplace_rshift*/ - 0, /*nb_inplace_and*/ - 0, /*nb_inplace_xor*/ - 0, /*nb_inplace_or*/ - 0, /*nb_floor_divide*/ - 0, /*nb_true_divide*/ - 0, /*nb_inplace_floor_divide*/ - 0, /*nb_inplace_true_divide*/ - #if PY_VERSION_HEX >= 0x02050000 - 0, /*nb_index*/ - #endif -}; - -static PySequenceMethods __pyx_tp_as_sequence_Sampler = { - 0, /*sq_length*/ - 0, /*sq_concat*/ - 0, /*sq_repeat*/ - 0, /*sq_item*/ - 0, /*sq_slice*/ - 0, /*sq_ass_item*/ - 0, /*sq_ass_slice*/ - 0, /*sq_contains*/ - 0, /*sq_inplace_concat*/ - 0, /*sq_inplace_repeat*/ -}; - -static PyMappingMethods __pyx_tp_as_mapping_Sampler = { - 0, /*mp_length*/ - 0, /*mp_subscript*/ - 0, /*mp_ass_subscript*/ -}; - -static PyBufferProcs __pyx_tp_as_buffer_Sampler = { - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getreadbuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getwritebuffer*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getsegcount*/ - #endif - #if PY_MAJOR_VERSION < 3 - 0, /*bf_getcharbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_getbuffer*/ - #endif - #if PY_VERSION_HEX >= 0x02060000 - 0, /*bf_releasebuffer*/ - #endif -}; - -static PyTypeObject __pyx_type_8_cdec_sa_Sampler = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec_sa.Sampler"), /*tp_name*/ - sizeof(struct __pyx_obj_8_cdec_sa_Sampler), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_8_cdec_sa_Sampler, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - &__pyx_tp_as_number_Sampler, /*tp_as_number*/ - &__pyx_tp_as_sequence_Sampler, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Sampler, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Sampler, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ - __Pyx_DOCSTR("A Sampler implements a logic for choosing\n samples from a population range"), /*tp_doc*/ - __pyx_tp_traverse_8_cdec_sa_Sampler, /*tp_traverse*/ - __pyx_tp_clear_8_cdec_sa_Sampler, /*tp_clear*/ - 0, /*tp_richcompare*/ - 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_methods_8_cdec_sa_Sampler, /*tp_methods*/ - 0, /*tp_members*/ - 0, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_8_cdec_sa_Sampler, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - #if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ - #endif -}; -static struct __pyx_vtabstruct_8_cdec_sa_HieroCachingRuleFactory __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory; - -static PyObject *__pyx_tp_new_8_cdec_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *p; - PyObject *o = (*t->tp_alloc)(t, 0); - if (!o) return 0; - p = ((struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *)o); - p->__pyx_vtab = __pyx_vtabptr_8_cdec_sa_HieroCachingRuleFactory; - p->rules = ((struct __pyx_obj_8_cdec_sa_TrieTable *)Py_None); Py_INCREF(Py_None); - p->sampler = ((struct __pyx_obj_8_cdec_sa_Sampler *)Py_None); Py_INCREF(Py_None); - p->precomputed_index = Py_None; Py_INCREF(Py_None); - p->precomputed_collocations = Py_None; Py_INCREF(Py_None); - p->precompute_file = Py_None; Py_INCREF(Py_None); - p->max_rank = Py_None; Py_INCREF(Py_None); - p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); - p->fsa = ((struct __pyx_obj_8_cdec_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); - p->fda = ((struct __pyx_obj_8_cdec_sa_DataArray *)Py_None); Py_INCREF(Py_None); - p->eda = ((struct __pyx_obj_8_cdec_sa_DataArray *)Py_None); Py_INCREF(Py_None); - p->alignment = ((struct __pyx_obj_8_cdec_sa_Alignment *)Py_None); Py_INCREF(Py_None); - p->eid2symid = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - p->fid2symid = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - p->findexes = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - p->findexes1 = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - if (__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } - return o; -} - -static void __pyx_tp_dealloc_8_cdec_sa_HieroCachingRuleFactory(PyObject *o) { - struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *)o; - Py_XDECREF(((PyObject *)p->rules)); - Py_XDECREF(((PyObject *)p->sampler)); - Py_XDECREF(p->precomputed_index); - Py_XDECREF(p->precomputed_collocations); - Py_XDECREF(p->precompute_file); - Py_XDECREF(p->max_rank); - Py_XDECREF(p->prev_norm_prefix); - Py_XDECREF(((PyObject *)p->fsa)); - Py_XDECREF(((PyObject *)p->fda)); - Py_XDECREF(((PyObject *)p->eda)); - Py_XDECREF(((PyObject *)p->alignment)); - Py_XDECREF(((PyObject *)p->eid2symid)); - Py_XDECREF(((PyObject *)p->fid2symid)); - Py_XDECREF(((PyObject *)p->findexes)); - Py_XDECREF(((PyObject *)p->findexes1)); - (*Py_TYPE(o)->tp_free)(o); -} - -static int __pyx_tp_traverse_8_cdec_sa_HieroCachingRuleFactory(PyObject *o, visitproc v, void *a) { - int e; - struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *)o; - if (p->rules) { - e = (*v)(((PyObject*)p->rules), a); if (e) return e; - } - if (p->sampler) { - e = (*v)(((PyObject*)p->sampler), a); if (e) return e; - } - if (p->precomputed_index) { - e = (*v)(p->precomputed_index, a); if (e) return e; - } - if (p->precomputed_collocations) { - e = (*v)(p->precomputed_collocations, a); if (e) return e; - } - if (p->precompute_file) { - e = (*v)(p->precompute_file, a); if (e) return e; - } - if (p->max_rank) { - e = (*v)(p->max_rank, a); if (e) return e; - } - if (p->prev_norm_prefix) { - e = (*v)(p->prev_norm_prefix, a); if (e) return e; - } - if (p->fsa) { - e = (*v)(((PyObject*)p->fsa), a); if (e) return e; - } - if (p->fda) { - e = (*v)(((PyObject*)p->fda), a); if (e) return e; - } - if (p->eda) { - e = (*v)(((PyObject*)p->eda), a); if (e) return e; - } - if (p->alignment) { - e = (*v)(((PyObject*)p->alignment), a); if (e) return e; - } - if (p->eid2symid) { - e = (*v)(((PyObject*)p->eid2symid), a); if (e) return e; - } - if (p->fid2symid) { - e = (*v)(((PyObject*)p->fid2symid), a); if (e) return e; - } - if (p->findexes) { - e = (*v)(((PyObject*)p->findexes), a); if (e) return e; - } - if (p->findexes1) { - e = (*v)(((PyObject*)p->findexes1), a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_8_cdec_sa_HieroCachingRuleFactory(PyObject *o) { - struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *)o; - PyObject* tmp; - tmp = ((PyObject*)p->rules); - p->rules = ((struct __pyx_obj_8_cdec_sa_TrieTable *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->sampler); - p->sampler = ((struct __pyx_obj_8_cdec_sa_Sampler *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->precomputed_index); - p->precomputed_index = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->precomputed_collocations); - p->precomputed_collocations = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->precompute_file); - p->precompute_file = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->max_rank); - p->max_rank = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->prev_norm_prefix); - p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->fsa); - p->fsa = ((struct __pyx_obj_8_cdec_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->fda); - p->fda = ((struct __pyx_obj_8_cdec_sa_DataArray *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->eda); - p->eda = ((struct __pyx_obj_8_cdec_sa_DataArray *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->alignment); - p->alignment = ((struct __pyx_obj_8_cdec_sa_Alignment *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->eid2symid); - p->eid2symid = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->fid2symid); - p->fid2symid = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->findexes); - p->findexes = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->findexes1); - p->findexes1 = ((struct __pyx_obj_8_cdec_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} - -static PyMethodDef __pyx_methods_8_cdec_sa_HieroCachingRuleFactory[] = { - {__Pyx_NAMESTR("configure"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_3configure, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_23HieroCachingRuleFactory_2configure)}, - {__Pyx_NAMESTR("pattern2phrase"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_5pattern2phrase, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("pattern2phrase_plus"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_7pattern2phrase_plus, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_9precompute, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("get_precomputed_collocation"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_11get_precomputed_collocation, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("advance"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_13advance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("get_all_nodes_isteps_away"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("reachable"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_17reachable, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("shortest"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_19shortest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("get_next_states"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_21get_next_states, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("input"), (PyCFunction)__pyx_pw_8_cdec_sa_23HieroCachingRuleFactory_23input, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_8_cdec_sa_23HieroCachingRuleFactory_22input)}, - {0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_HieroCachingRuleFactory = { - 0, /*nb_add*/ - 0, /*nb_subtract*/ - 0, /*nb_multiply*/ - #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ - #endif - 0, /*nb_remainder*/ - 0, /*nb_divmod*/ - 0, /*nb_power*/ - 0, /*nb_negative*/ - 0, /*nb_positive*/ - 0, /*nb_absolute*/ - 0, /*nb_nonzero*/ - 0, /*nb_invert*/ - 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__pyx_vtable_8_cdec_sa_StringMap.index = (int (*)(struct __pyx_obj_8_cdec_sa_StringMap *, char *))__pyx_f_8_cdec_sa_9StringMap_index; - if (PyType_Ready(&__pyx_type_8_cdec_sa_StringMap) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_StringMap.tp_dict, __pyx_vtabptr_8_cdec_sa_StringMap) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "StringMap", (PyObject *)&__pyx_type_8_cdec_sa_StringMap) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_StringMap = &__pyx_type_8_cdec_sa_StringMap; - __pyx_vtabptr_8_cdec_sa_DataArray = &__pyx_vtable_8_cdec_sa_DataArray; - __pyx_vtable_8_cdec_sa_DataArray.read_handle = (void (*)(struct __pyx_obj_8_cdec_sa_DataArray *, FILE *))__pyx_f_8_cdec_sa_9DataArray_read_handle; - __pyx_vtable_8_cdec_sa_DataArray.write_handle = (void (*)(struct __pyx_obj_8_cdec_sa_DataArray *, FILE *))__pyx_f_8_cdec_sa_9DataArray_write_handle; - if (PyType_Ready(&__pyx_type_8_cdec_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_DataArray.tp_dict, __pyx_vtabptr_8_cdec_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "DataArray", (PyObject *)&__pyx_type_8_cdec_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_DataArray = &__pyx_type_8_cdec_sa_DataArray; - __pyx_vtabptr_8_cdec_sa_Alignment = &__pyx_vtable_8_cdec_sa_Alignment; - __pyx_vtable_8_cdec_sa_Alignment.link = (int (*)(struct __pyx_obj_8_cdec_sa_Alignment *, int, int))__pyx_f_8_cdec_sa_9Alignment_link; - __pyx_vtable_8_cdec_sa_Alignment._unlink = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_Alignment *, int, int *, int *))__pyx_f_8_cdec_sa_9Alignment__unlink; - __pyx_vtable_8_cdec_sa_Alignment._get_sent_links = (int *(*)(struct __pyx_obj_8_cdec_sa_Alignment *, int, int *))__pyx_f_8_cdec_sa_9Alignment__get_sent_links; - if (PyType_Ready(&__pyx_type_8_cdec_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_Alignment.tp_dict, __pyx_vtabptr_8_cdec_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Alignment", (PyObject *)&__pyx_type_8_cdec_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_Alignment = &__pyx_type_8_cdec_sa_Alignment; - __pyx_vtabptr_8_cdec_sa_BiLex = &__pyx_vtable_8_cdec_sa_BiLex; - __pyx_vtable_8_cdec_sa_BiLex.compute_from_data = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, struct __pyx_obj_8_cdec_sa_SuffixArray *, struct __pyx_obj_8_cdec_sa_DataArray *, struct __pyx_obj_8_cdec_sa_Alignment *))__pyx_f_8_cdec_sa_5BiLex_compute_from_data; - __pyx_vtable_8_cdec_sa_BiLex._add_node = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, struct __pyx_t_8_cdec_sa__node *, int *, float, int *))__pyx_f_8_cdec_sa_5BiLex__add_node; - __pyx_vtable_8_cdec_sa_BiLex.write_wordlist = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, PyObject *, FILE *))__pyx_f_8_cdec_sa_5BiLex_write_wordlist; - __pyx_vtable_8_cdec_sa_BiLex.read_wordlist = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, PyObject *, PyObject *, FILE *))__pyx_f_8_cdec_sa_5BiLex_read_wordlist; - __pyx_vtable_8_cdec_sa_BiLex.swap = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, int, int))__pyx_f_8_cdec_sa_5BiLex_swap; - __pyx_vtable_8_cdec_sa_BiLex.qsort = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_BiLex *, int, int, PyObject *))__pyx_f_8_cdec_sa_5BiLex_qsort; - if (PyType_Ready(&__pyx_type_8_cdec_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_BiLex.tp_dict, __pyx_vtabptr_8_cdec_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "BiLex", (PyObject *)&__pyx_type_8_cdec_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_BiLex = &__pyx_type_8_cdec_sa_BiLex; - if (PyType_Ready(&__pyx_type_8_cdec_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "BitSetIterator", (PyObject *)&__pyx_type_8_cdec_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_BitSetIterator = &__pyx_type_8_cdec_sa_BitSetIterator; - if (PyType_Ready(&__pyx_type_8_cdec_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "BitSet", (PyObject *)&__pyx_type_8_cdec_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_BitSet = &__pyx_type_8_cdec_sa_BitSet; - if (PyType_Ready(&__pyx_type_8_cdec_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "VEBIterator", (PyObject *)&__pyx_type_8_cdec_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_VEBIterator = &__pyx_type_8_cdec_sa_VEBIterator; - __pyx_vtabptr_8_cdec_sa_VEB = &__pyx_vtable_8_cdec_sa_VEB; - __pyx_vtable_8_cdec_sa_VEB._findsucc = (int (*)(struct __pyx_obj_8_cdec_sa_VEB *, int))__pyx_f_8_cdec_sa_3VEB__findsucc; - __pyx_vtable_8_cdec_sa_VEB._insert = (int (*)(struct __pyx_obj_8_cdec_sa_VEB *, int))__pyx_f_8_cdec_sa_3VEB__insert; - __pyx_vtable_8_cdec_sa_VEB._first = (int (*)(struct __pyx_obj_8_cdec_sa_VEB *))__pyx_f_8_cdec_sa_3VEB__first; - if (PyType_Ready(&__pyx_type_8_cdec_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_VEB.tp_dict, __pyx_vtabptr_8_cdec_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "VEB", (PyObject *)&__pyx_type_8_cdec_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_VEB = &__pyx_type_8_cdec_sa_VEB; - if (PyType_Ready(&__pyx_type_8_cdec_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "LCP", (PyObject *)&__pyx_type_8_cdec_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_LCP = &__pyx_type_8_cdec_sa_LCP; - __pyx_vtabptr_8_cdec_sa_Alphabet = &__pyx_vtable_8_cdec_sa_Alphabet; - __pyx_vtable_8_cdec_sa_Alphabet.isvar = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_isvar; - __pyx_vtable_8_cdec_sa_Alphabet.isword = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_isword; - __pyx_vtable_8_cdec_sa_Alphabet.getindex = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_getindex; - __pyx_vtable_8_cdec_sa_Alphabet.setindex = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int, int))__pyx_f_8_cdec_sa_8Alphabet_setindex; - __pyx_vtable_8_cdec_sa_Alphabet.clearindex = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_clearindex; - __pyx_vtable_8_cdec_sa_Alphabet.match = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int, int))__pyx_f_8_cdec_sa_8Alphabet_match; - __pyx_vtable_8_cdec_sa_Alphabet.tocat = (char *(*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_tocat; - __pyx_vtable_8_cdec_sa_Alphabet.fromcat = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, char *))__pyx_f_8_cdec_sa_8Alphabet_fromcat; - __pyx_vtable_8_cdec_sa_Alphabet.tostring = (char *(*)(struct __pyx_obj_8_cdec_sa_Alphabet *, int))__pyx_f_8_cdec_sa_8Alphabet_tostring; - __pyx_vtable_8_cdec_sa_Alphabet.fromstring = (int (*)(struct __pyx_obj_8_cdec_sa_Alphabet *, char *, int))__pyx_f_8_cdec_sa_8Alphabet_fromstring; - if (PyType_Ready(&__pyx_type_8_cdec_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_Alphabet.tp_dict, __pyx_vtabptr_8_cdec_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Alphabet", (PyObject *)&__pyx_type_8_cdec_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_Alphabet = &__pyx_type_8_cdec_sa_Alphabet; - __pyx_vtabptr_8_cdec_sa_Phrase = &__pyx_vtable_8_cdec_sa_Phrase; - __pyx_vtable_8_cdec_sa_Phrase.chunkpos = (int (*)(struct __pyx_obj_8_cdec_sa_Phrase *, int))__pyx_f_8_cdec_sa_6Phrase_chunkpos; - __pyx_vtable_8_cdec_sa_Phrase.chunklen = (int (*)(struct __pyx_obj_8_cdec_sa_Phrase *, int))__pyx_f_8_cdec_sa_6Phrase_chunklen; - if (PyType_Ready(&__pyx_type_8_cdec_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_Phrase.tp_dict, __pyx_vtabptr_8_cdec_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Phrase", (PyObject *)&__pyx_type_8_cdec_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_Phrase = &__pyx_type_8_cdec_sa_Phrase; - if (PyType_Ready(&__pyx_type_8_cdec_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Rule", (PyObject *)&__pyx_type_8_cdec_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_Rule = &__pyx_type_8_cdec_sa_Rule; - __pyx_vtabptr_8_cdec_sa_TrieMap = &__pyx_vtable_8_cdec_sa_TrieMap; - __pyx_vtable_8_cdec_sa_TrieMap._insert = (struct __pyx_t_8_cdec_sa__Trie_Node *(*)(struct __pyx_obj_8_cdec_sa_TrieMap *, int *, int))__pyx_f_8_cdec_sa_7TrieMap__insert; - __pyx_vtable_8_cdec_sa_TrieMap._contains = (struct __pyx_t_8_cdec_sa__Trie_Node *(*)(struct __pyx_obj_8_cdec_sa_TrieMap *, int *, int))__pyx_f_8_cdec_sa_7TrieMap__contains; - if (PyType_Ready(&__pyx_type_8_cdec_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_TrieMap.tp_dict, __pyx_vtabptr_8_cdec_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "TrieMap", (PyObject *)&__pyx_type_8_cdec_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_TrieMap = &__pyx_type_8_cdec_sa_TrieMap; - __pyx_vtabptr_8_cdec_sa_Precomputation = &__pyx_vtable_8_cdec_sa_Precomputation; - __pyx_vtable_8_cdec_sa_Precomputation.read_map = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_Precomputation *, FILE *))__pyx_f_8_cdec_sa_14Precomputation_read_map; - __pyx_vtable_8_cdec_sa_Precomputation.write_map = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_Precomputation *, PyObject *, FILE *))__pyx_f_8_cdec_sa_14Precomputation_write_map; - if (PyType_Ready(&__pyx_type_8_cdec_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_Precomputation.tp_dict, __pyx_vtabptr_8_cdec_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Precomputation", (PyObject *)&__pyx_type_8_cdec_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_Precomputation = &__pyx_type_8_cdec_sa_Precomputation; - __pyx_vtabptr_8_cdec_sa_SuffixArray = &__pyx_vtable_8_cdec_sa_SuffixArray; - __pyx_vtable_8_cdec_sa_SuffixArray.__pyx___search_high = (int (*)(struct __pyx_obj_8_cdec_sa_SuffixArray *, int, int, int, int))__pyx_f_8_cdec_sa_11SuffixArray___search_high; - __pyx_vtable_8_cdec_sa_SuffixArray.__pyx___search_low = (int (*)(struct __pyx_obj_8_cdec_sa_SuffixArray *, int, int, int, int))__pyx_f_8_cdec_sa_11SuffixArray___search_low; - __pyx_vtable_8_cdec_sa_SuffixArray.__pyx___get_range = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_SuffixArray *, int, int, int, int, int))__pyx_f_8_cdec_sa_11SuffixArray___get_range; - __pyx_vtable_8_cdec_sa_SuffixArray.__pyx___lookup_helper = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_SuffixArray *, int, int, int, int))__pyx_f_8_cdec_sa_11SuffixArray___lookup_helper; - if (PyType_Ready(&__pyx_type_8_cdec_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_SuffixArray.tp_dict, __pyx_vtabptr_8_cdec_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "SuffixArray", (PyObject *)&__pyx_type_8_cdec_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_SuffixArray = &__pyx_type_8_cdec_sa_SuffixArray; - if (PyType_Ready(&__pyx_type_8_cdec_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "TrieNode", (PyObject *)&__pyx_type_8_cdec_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_TrieNode = &__pyx_type_8_cdec_sa_TrieNode; - __pyx_type_8_cdec_sa_ExtendedTrieNode.tp_base = __pyx_ptype_8_cdec_sa_TrieNode; - if (PyType_Ready(&__pyx_type_8_cdec_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "ExtendedTrieNode", (PyObject *)&__pyx_type_8_cdec_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_ExtendedTrieNode = &__pyx_type_8_cdec_sa_ExtendedTrieNode; - if (PyType_Ready(&__pyx_type_8_cdec_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "TrieTable", (PyObject *)&__pyx_type_8_cdec_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_TrieTable = &__pyx_type_8_cdec_sa_TrieTable; - __pyx_vtabptr_8_cdec_sa_PhraseLocation = &__pyx_vtable_8_cdec_sa_PhraseLocation; - __pyx_vtable_8_cdec_sa_PhraseLocation.contains = (int (*)(struct __pyx_obj_8_cdec_sa_PhraseLocation *, int))__pyx_f_8_cdec_sa_14PhraseLocation_contains; - if (PyType_Ready(&__pyx_type_8_cdec_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_PhraseLocation.tp_dict, __pyx_vtabptr_8_cdec_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "PhraseLocation", (PyObject *)&__pyx_type_8_cdec_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_PhraseLocation = &__pyx_type_8_cdec_sa_PhraseLocation; - if (PyType_Ready(&__pyx_type_8_cdec_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Sampler", (PyObject *)&__pyx_type_8_cdec_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_Sampler = &__pyx_type_8_cdec_sa_Sampler; - __pyx_vtabptr_8_cdec_sa_HieroCachingRuleFactory = &__pyx_vtable_8_cdec_sa_HieroCachingRuleFactory; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.set_idmap = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_obj_8_cdec_sa_DataArray *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_set_idmap; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.baeza_yates_helper = (int *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_baeza_yates_helper; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.compare_matchings_set = (long (*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, int, int *, int, struct __pyx_t_8_cdec_sa_Matching *, int, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_compare_matchings_set; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.compare_matchings = (long (*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_t_8_cdec_sa_Matching *, struct __pyx_t_8_cdec_sa_Matching *, int, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_compare_matchings; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.merge_helper = (int *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_merge_helper; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.sort_phrase_loc = (void (*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_obj_8_cdec_sa_IntList *, struct __pyx_obj_8_cdec_sa_PhraseLocation *, struct __pyx_obj_8_cdec_sa_Phrase *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_sort_phrase_loc; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.intersect_helper = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_obj_8_cdec_sa_Phrase *, struct __pyx_obj_8_cdec_sa_Phrase *, struct __pyx_obj_8_cdec_sa_PhraseLocation *, struct __pyx_obj_8_cdec_sa_PhraseLocation *, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_intersect_helper; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.loc2str = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_obj_8_cdec_sa_PhraseLocation *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_loc2str; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.intersect = (struct __pyx_obj_8_cdec_sa_PhraseLocation *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, PyObject *, PyObject *, struct __pyx_obj_8_cdec_sa_Phrase *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_intersect; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.find_fixpoint = (int (*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, PyObject *, int *, int *, int *, int *, int, int, int *, int *, int *, int *, int, int, int, int, int, int, int, int, int, int, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_find_fixpoint; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.find_projection = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_find_projection; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.int_arr_extend = (int *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int *, int *, int *, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_int_arr_extend; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.extract_phrases = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int, int, int, int *, int *, int *, int, int, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_extract_phrases; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.create_alignments = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, int *, int, PyObject *, PyObject *))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_create_alignments; - __pyx_vtable_8_cdec_sa_HieroCachingRuleFactory.extract = (PyObject *(*)(struct __pyx_obj_8_cdec_sa_HieroCachingRuleFactory *, struct __pyx_obj_8_cdec_sa_Phrase *, struct __pyx_t_8_cdec_sa_Matching *, int *, int))__pyx_f_8_cdec_sa_23HieroCachingRuleFactory_extract; - if (PyType_Ready(&__pyx_type_8_cdec_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_8_cdec_sa_HieroCachingRuleFactory.tp_dict, __pyx_vtabptr_8_cdec_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "HieroCachingRuleFactory", (PyObject *)&__pyx_type_8_cdec_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa_HieroCachingRuleFactory = &__pyx_type_8_cdec_sa_HieroCachingRuleFactory; - if (PyType_Ready(&__pyx_type_8_cdec_sa___pyx_scope_struct__compute_stats) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa___pyx_scope_struct__compute_stats = &__pyx_type_8_cdec_sa___pyx_scope_struct__compute_stats; - if (PyType_Ready(&__pyx_type_8_cdec_sa___pyx_scope_struct_1_input) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 919; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_8_cdec_sa___pyx_scope_struct_1_input = &__pyx_type_8_cdec_sa___pyx_scope_struct_1_input; - /*--- Type import code ---*/ - /*--- Variable import code ---*/ - /*--- Function import code ---*/ - /*--- Execution code ---*/ - - /* "_cdec_sa.pyx":1 - * import logging # <<<<<<<<<<<<<< - * import resource - * import gzip - */ - __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__logging), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__logging, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "_cdec_sa.pyx":2 - * import logging - * import resource # <<<<<<<<<<<<<< - * import gzip - * - */ - __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__resource), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__resource, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "_cdec_sa.pyx":3 - * import logging - * import resource - * import gzip # <<<<<<<<<<<<<< - * - * cdef float monitor_cpu(): - */ - __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__gzip), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__gzip, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "_cdec_sa.pyx":9 - * resource.getrusage(resource.RUSAGE_SELF).ru_stime) - * - * def gzip_or_text(char* filename): # <<<<<<<<<<<<<< - * if filename.endswith('.gz'): - * return gzip.GzipFile(filename) - */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_8_cdec_sa_1gzip_or_text, NULL, __pyx_n_s___cdec_sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__gzip_or_text, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "_cdec_sa.pyx":15 - * return open(filename) - * - * logger = logging.getLogger('cdec.sa') # <<<<<<<<<<<<<< - * - * include "float_list.pxi" - */ - __pyx_t_1 = __Pyx_GetName(__pyx_m, __pyx_n_s__logging); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__getLogger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_136), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__logger, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":54 - * cdef id2eword, id2fword, eword2id, fword2id - * - * def __cinit__(self, from_text=None, from_data=False, from_binary=None, # <<<<<<<<<<<<<< - * earray=None, fsarray=None, alignment=None): - * self.id2eword = [] - */ - __pyx_t_1 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_k_38 = __pyx_t_1; - __Pyx_GIVEREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":17 - * from libc.string cimport memset - * - * cdef int MIN_BOTTOM_SIZE = 32 # <<<<<<<<<<<<<< - * cdef int MIN_BOTTOM_BITS = 5 - * cdef int LOWER_MASK[32] - */ - __pyx_v_8_cdec_sa_MIN_BOTTOM_SIZE = 32; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":18 - * - * cdef int MIN_BOTTOM_SIZE = 32 - * cdef int MIN_BOTTOM_BITS = 5 # <<<<<<<<<<<<<< - * cdef int LOWER_MASK[32] - * - */ - __pyx_v_8_cdec_sa_MIN_BOTTOM_BITS = 5; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":28 - * LOWER_MASK[i] = mask - * - * _init_lower_mask() # <<<<<<<<<<<<<< - * - * cdef struct _BitSet: - */ - __pyx_f_8_cdec_sa__init_lower_mask(); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":4 - * from libc.stdlib cimport malloc, realloc, strtol - * - * cdef int INDEX_SHIFT = 3 # <<<<<<<<<<<<<< - * cdef int INDEX_MASK = (1<= 3 - "%s() got multiple values for keyword argument '%U'", func_name, kw_name); - #else - "%s() got multiple values for keyword argument '%s'", func_name, - PyString_AS_STRING(kw_name)); - #endif -} - -static int __Pyx_ParseOptionalKeywords( - PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char* function_name) -{ - PyObject *key = 0, *value = 0; - Py_ssize_t pos = 0; - PyObject*** name; - PyObject*** first_kw_arg = argnames + num_pos_args; - while (PyDict_Next(kwds, &pos, &key, &value)) { - name = first_kw_arg; - while (*name && (**name != key)) name++; - if (*name) { - values[name-argnames] = value; - } else { - #if PY_MAJOR_VERSION < 3 - if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) { - #else - if (unlikely(!PyUnicode_Check(key))) { - #endif - goto invalid_keyword_type; - } else { - for (name = first_kw_arg; *name; name++) { - #if PY_MAJOR_VERSION >= 3 - if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) && - PyUnicode_Compare(**name, key) == 0) break; - #else - if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) && - _PyString_Eq(**name, key)) break; - #endif - } - if (*name) { - values[name-argnames] = value; - } else { - for (name=argnames; name != first_kw_arg; name++) { - if (**name == key) goto arg_passed_twice; - #if PY_MAJOR_VERSION >= 3 - if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) && - PyUnicode_Compare(**name, key) == 0) goto arg_passed_twice; - #else - if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) && - _PyString_Eq(**name, key)) goto arg_passed_twice; - #endif - } - if (kwds2) { - if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; - } else { - goto invalid_keyword; - } - } - } - } - } - return 0; -arg_passed_twice: - __Pyx_RaiseDoubleKeywordsError(function_name, **name); - goto bad; -invalid_keyword_type: - PyErr_Format(PyExc_TypeError, - "%s() keywords must be strings", function_name); - goto bad; -invalid_keyword: - PyErr_Format(PyExc_TypeError, - #if PY_MAJOR_VERSION < 3 - "%s() got an unexpected keyword argument '%s'", - function_name, PyString_AsString(key)); - #else - "%s() got an unexpected keyword argument '%U'", - function_name, key); - #endif -bad: - return -1; -} - -static void __Pyx_RaiseArgtupleInvalid( - const char* func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found) -{ - Py_ssize_t num_expected; - const char *more_or_less; - if (num_found < num_min) { - num_expected = num_min; - more_or_less = "at least"; - } else { - num_expected = num_max; - more_or_less = "at most"; - } - if (exact) { - more_or_less = "exactly"; - } - PyErr_Format(PyExc_TypeError, - "%s() takes %s %"PY_FORMAT_SIZE_T"d positional argument%s (%"PY_FORMAT_SIZE_T"d given)", - func_name, more_or_less, num_expected, - (num_expected == 1) ? "" : "s", num_found); -} - -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->curexc_type; - tmp_value = tstate->curexc_value; - tmp_tb = tstate->curexc_traceback; - tstate->curexc_type = type; - tstate->curexc_value = value; - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_Restore(type, value, tb); -#endif -} -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - *type = tstate->curexc_type; - *value = tstate->curexc_value; - *tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(type, value, tb); -#endif -} - -#if PY_MAJOR_VERSION < 3 -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, - CYTHON_UNUSED PyObject *cause) { - Py_XINCREF(type); - Py_XINCREF(value); - Py_XINCREF(tb); - if (tb == Py_None) { - Py_DECREF(tb); - tb = 0; - } - else if (tb != NULL && !PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto raise_error; - } - if (value == NULL) { - value = Py_None; - Py_INCREF(value); - } - #if PY_VERSION_HEX < 0x02050000 - if (!PyClass_Check(type)) - #else - if (!PyType_Check(type)) - #endif - { - if (value != Py_None) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto raise_error; - } - Py_DECREF(value); - value = type; - #if PY_VERSION_HEX < 0x02050000 - if (PyInstance_Check(type)) { - type = (PyObject*) ((PyInstanceObject*)type)->in_class; - Py_INCREF(type); - } - else { - type = 0; - PyErr_SetString(PyExc_TypeError, - "raise: exception must be an old-style class or instance"); - goto raise_error; - } - #else - type = (PyObject*) Py_TYPE(type); - Py_INCREF(type); - if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { - PyErr_SetString(PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto raise_error; - } - #endif - } - __Pyx_ErrRestore(type, value, tb); - return; -raise_error: - Py_XDECREF(value); - Py_XDECREF(type); - Py_XDECREF(tb); - return; -} -#else /* Python 3+ */ -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { - if (tb == Py_None) { - tb = 0; - } else if (tb && !PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto bad; - } - if (value == Py_None) - value = 0; - if (PyExceptionInstance_Check(type)) { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto bad; - } - value = type; - type = (PyObject*) Py_TYPE(value); - } else if (!PyExceptionClass_Check(type)) { - PyErr_SetString(PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto bad; - } - if (cause) { - PyObject *fixed_cause; - if (PyExceptionClass_Check(cause)) { - fixed_cause = PyObject_CallObject(cause, NULL); - if (fixed_cause == NULL) - goto bad; - } - else if (PyExceptionInstance_Check(cause)) { - fixed_cause = cause; - Py_INCREF(fixed_cause); - } - else { - PyErr_SetString(PyExc_TypeError, - "exception causes must derive from " - "BaseException"); - goto bad; - } - if (!value) { - value = PyObject_CallObject(type, NULL); - } - PyException_SetCause(value, fixed_cause); - } - PyErr_SetObject(type, value); - if (tb) { - PyThreadState *tstate = PyThreadState_GET(); - PyObject* tmp_tb = tstate->curexc_traceback; - if (tb != tmp_tb) { - Py_INCREF(tb); - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_tb); - } - } -bad: - return; -} -#endif - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_Format(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(PyObject_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); - return 0; -} - -static CYTHON_INLINE int __Pyx_CheckKeywordStrings( - PyObject *kwdict, - const char* function_name, - int kw_allowed) -{ - PyObject* key = 0; - Py_ssize_t pos = 0; - while (PyDict_Next(kwdict, &pos, &key, 0)) { - #if PY_MAJOR_VERSION < 3 - if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) - #else - if (unlikely(!PyUnicode_Check(key))) - #endif - goto invalid_keyword_type; - } - if ((!kw_allowed) && unlikely(key)) - goto invalid_keyword; - return 1; -invalid_keyword_type: - PyErr_Format(PyExc_TypeError, - "%s() keywords must be strings", function_name); - return 0; -invalid_keyword: - PyErr_Format(PyExc_TypeError, - #if PY_MAJOR_VERSION < 3 - "%s() got an unexpected keyword argument '%s'", - function_name, PyString_AsString(key)); - #else - "%s() got an unexpected keyword argument '%U'", - function_name, key); - #endif - return 0; -} - - - -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { - PyObject *local_type, *local_value, *local_tb; - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - local_type = tstate->curexc_type; - local_value = tstate->curexc_value; - local_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; - PyErr_NormalizeException(&local_type, &local_value, &local_tb); - if (unlikely(tstate->curexc_type)) - goto bad; - #if PY_MAJOR_VERSION >= 3 - if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) - goto bad; - #endif - *type = local_type; - *value = local_value; - *tb = local_tb; - Py_INCREF(local_type); - Py_INCREF(local_value); - Py_INCREF(local_tb); - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = local_type; - tstate->exc_value = local_value; - tstate->exc_traceback = local_tb; - /* Make sure tstate is in a consistent state when we XDECREF - these objects (XDECREF may run arbitrary code). */ - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); - return 0; -bad: - *type = 0; - *value = 0; - *tb = 0; - Py_XDECREF(local_type); - Py_XDECREF(local_value); - Py_XDECREF(local_tb); - return -1; -} - -static CYTHON_INLINE long __Pyx_div_long(long a, long b) { - long q = a / b; - long r = a - q*b; - q -= ((r != 0) & ((r ^ b) < 0)); - return q; -} - -static CYTHON_INLINE long __Pyx_mod_long(long a, long b) { - long r = a % b; - r += ((r != 0) & ((r ^ b) < 0)) * b; - return r; -} - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { - PyErr_Format(PyExc_ValueError, - "need more than %"PY_FORMAT_SIZE_T"d value%s to unpack", - index, (index == 1) ? "" : "s"); -} - -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { - PyErr_Format(PyExc_ValueError, - "too many values to unpack (expected %"PY_FORMAT_SIZE_T"d)", expected); -} - -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { - if (unlikely(retval)) { - Py_DECREF(retval); - __Pyx_RaiseTooManyValuesError(expected); - return -1; - } else if (PyErr_Occurred()) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { - PyErr_Clear(); - return 0; - } else { - return -1; - } - } - return 0; -} - - - -static double __Pyx__PyObject_AsDouble(PyObject* obj) { - PyObject* float_value; - if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) { - return PyFloat_AsDouble(obj); - } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) { -#if PY_MAJOR_VERSION >= 3 - float_value = PyFloat_FromString(obj); -#else - float_value = PyFloat_FromString(obj, 0); -#endif - } else { - PyObject* args = PyTuple_New(1); - if (unlikely(!args)) goto bad; - PyTuple_SET_ITEM(args, 0, obj); - float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0); - PyTuple_SET_ITEM(args, 0, 0); - Py_DECREF(args); - } - if (likely(float_value)) { - double value = PyFloat_AS_DOUBLE(float_value); - Py_DECREF(float_value); - return value; - } -bad: - return (double)-1; -} - -static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { - PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); -} - -static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, - const char *name, int exact) -{ - if (!type) { - PyErr_Format(PyExc_SystemError, "Missing type object"); - return 0; - } - if (none_allowed && obj == Py_None) return 1; - else if (exact) { - if (Py_TYPE(obj) == type) return 1; - } - else { - if (PyObject_TypeCheck(obj, type)) return 1; - } - PyErr_Format(PyExc_TypeError, - "Argument '%s' has incorrect type (expected %s, got %s)", - name, type->tp_name, Py_TYPE(obj)->tp_name); - return 0; -} - -static CYTHON_INLINE void __Pyx_RaiseNoneIndexingError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is unsubscriptable"); -} - -static CYTHON_INLINE int __Pyx_div_int(int a, int b) { - int q = a / b; - int r = a - q*b; - q -= ((r != 0) & ((r ^ b) < 0)); - return q; -} - -static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { - PyThreadState *tstate = PyThreadState_GET(); - *type = tstate->exc_type; - *value = tstate->exc_value; - *tb = tstate->exc_traceback; - Py_XINCREF(*type); - Py_XINCREF(*value); - Py_XINCREF(*tb); -} -static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = type; - tstate->exc_value = value; - tstate->exc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -} - -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level) { - PyObject *py_import = 0; - PyObject *empty_list = 0; - PyObject *module = 0; - PyObject *global_dict = 0; - PyObject *empty_dict = 0; - PyObject *list; - py_import = __Pyx_GetAttrString(__pyx_b, "__import__"); - if (!py_import) - goto bad; - if (from_list) - list = from_list; - else { - empty_list = PyList_New(0); - if (!empty_list) - goto bad; - list = empty_list; - } - global_dict = PyModule_GetDict(__pyx_m); - if (!global_dict) - goto bad; - empty_dict = PyDict_New(); - if (!empty_dict) - goto bad; - #if PY_VERSION_HEX >= 0x02050000 - { - #if PY_MAJOR_VERSION >= 3 - if (level == -1) { - if (strchr(__Pyx_MODULE_NAME, '.')) { - /* try package relative import first */ - PyObject *py_level = PyInt_FromLong(1); - if (!py_level) - goto bad; - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, py_level, NULL); - Py_DECREF(py_level); - if (!module) { - if (!PyErr_ExceptionMatches(PyExc_ImportError)) - goto bad; - PyErr_Clear(); - } - } - level = 0; /* try absolute import on failure */ - } - #endif - if (!module) { - PyObject *py_level = PyInt_FromLong(level); - if (!py_level) - goto bad; - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, py_level, NULL); - Py_DECREF(py_level); - } - } - #else - if (level>0) { - PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); - goto bad; - } - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, NULL); - #endif -bad: - Py_XDECREF(empty_list); - Py_XDECREF(py_import); - Py_XDECREF(empty_dict); - return module; -} - -static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { - const unsigned char neg_one = (unsigned char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned char" : - "value too large to convert to unsigned char"); - } - return (unsigned char)-1; - } - return (unsigned char)val; - } - return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { - const unsigned short neg_one = (unsigned short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned short" : - "value too large to convert to unsigned short"); - } - return (unsigned short)-1; - } - return (unsigned short)val; - } - return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { - const unsigned int neg_one = (unsigned int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned int" : - "value too large to convert to unsigned int"); - } - return (unsigned int)-1; - } - return (unsigned int)val; - } - return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { - const char neg_one = (char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to char" : - "value too large to convert to char"); - } - return (char)-1; - } - return (char)val; - } - return (char)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { - const short neg_one = (short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to short" : - "value too large to convert to short"); - } - return (short)-1; - } - return (short)val; - } - return (short)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { - const int neg_one = (int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to int" : - "value too large to convert to int"); - } - return (int)-1; - } - return (int)val; - } - return (int)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { - const signed char neg_one = (signed char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed char" : - "value too large to convert to signed char"); - } - return (signed char)-1; - } - return (signed char)val; - } - return (signed char)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { - const signed short neg_one = (signed short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed short" : - "value too large to convert to signed short"); - } - return (signed short)-1; - } - return (signed short)val; - } - return (signed short)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { - const signed int neg_one = (signed int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed int" : - "value too large to convert to signed int"); - } - return (signed int)-1; - } - return (signed int)val; - } - return (signed int)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { - const int neg_one = (int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to int" : - "value too large to convert to int"); - } - return (int)-1; - } - return (int)val; - } - return (int)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { - const unsigned long neg_one = (unsigned long)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_VERSION_HEX < 0x03000000 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned long"); - return (unsigned long)-1; - } - return (unsigned long)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned long"); - return (unsigned long)-1; - } - return (unsigned long)PyLong_AsUnsignedLong(x); - } else { - return (unsigned long)PyLong_AsLong(x); - } - } else { - unsigned long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (unsigned long)-1; - val = __Pyx_PyInt_AsUnsignedLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { - const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_VERSION_HEX < 0x03000000 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned PY_LONG_LONG"); - return (unsigned PY_LONG_LONG)-1; - } - return (unsigned PY_LONG_LONG)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned PY_LONG_LONG"); - return (unsigned PY_LONG_LONG)-1; - } - return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { - return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - unsigned PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (unsigned PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsUnsignedLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) { - const long neg_one = (long)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_VERSION_HEX < 0x03000000 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to long"); - return (long)-1; - } - return (long)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to long"); - return (long)-1; - } - return (long)PyLong_AsUnsignedLong(x); - } else { - return (long)PyLong_AsLong(x); - } - } else { - long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (long)-1; - val = __Pyx_PyInt_AsLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { - const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_VERSION_HEX < 0x03000000 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to PY_LONG_LONG"); - return (PY_LONG_LONG)-1; - } - return (PY_LONG_LONG)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to PY_LONG_LONG"); - return (PY_LONG_LONG)-1; - } - return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { - return (PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { - const signed long neg_one = (signed long)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_VERSION_HEX < 0x03000000 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed long"); - return (signed long)-1; - } - return (signed long)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed long"); - return (signed long)-1; - } - return (signed long)PyLong_AsUnsignedLong(x); - } else { - return (signed long)PyLong_AsLong(x); - } - } else { - signed long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (signed long)-1; - val = __Pyx_PyInt_AsSignedLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { - const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_VERSION_HEX < 0x03000000 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed PY_LONG_LONG"); - return (signed PY_LONG_LONG)-1; - } - return (signed PY_LONG_LONG)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed PY_LONG_LONG"); - return (signed PY_LONG_LONG)-1; - } - return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { - return (signed PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - signed PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (signed PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsSignedLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename) { - PyObject *old_exc, *old_val, *old_tb; - PyObject *ctx; - __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); - #if PY_MAJOR_VERSION < 3 - ctx = PyString_FromString(name); - #else - ctx = PyUnicode_FromString(name); - #endif - __Pyx_ErrRestore(old_exc, old_val, old_tb); - if (!ctx) { - PyErr_WriteUnraisable(Py_None); - } else { - PyErr_WriteUnraisable(ctx); - Py_DECREF(ctx); - } -} - -static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = *type; - tstate->exc_value = *value; - tstate->exc_traceback = *tb; - *type = tmp_type; - *value = tmp_value; - *tb = tmp_tb; -} - -static PyObject *__Pyx_Generator_Next(PyObject *self); -static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value); -static PyObject *__Pyx_Generator_Close(PyObject *self); -static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args); -static CYTHON_INLINE -void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) -{ - PyObject *exc_type = self->exc_type; - PyObject *exc_value = self->exc_value; - PyObject *exc_traceback = self->exc_traceback; - self->exc_type = NULL; - self->exc_value = NULL; - self->exc_traceback = NULL; - Py_XDECREF(exc_type); - Py_XDECREF(exc_value); - Py_XDECREF(exc_traceback); -} -static CYTHON_INLINE -PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) -{ - PyObject *retval; - if (unlikely(self->is_running)) { - PyErr_SetString(PyExc_ValueError, - "generator already executing"); - return NULL; - } - if (unlikely(self->resume_label == 0)) { - if (unlikely(value && value != Py_None)) { - PyErr_SetString(PyExc_TypeError, - "can't send non-None value to a " - "just-started generator"); - return NULL; - } - } - if (unlikely(self->resume_label == -1)) { - PyErr_SetNone(PyExc_StopIteration); - return NULL; - } - if (value) - __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, &self->exc_traceback); - else - __Pyx_Generator_ExceptionClear(self); - self->is_running = 1; - retval = self->body((PyObject *) self, value); - self->is_running = 0; - if (retval) - __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, &self->exc_traceback); - else - __Pyx_Generator_ExceptionClear(self); - return retval; -} -static PyObject *__Pyx_Generator_Next(PyObject *self) -{ - return __Pyx_Generator_SendEx((__pyx_GeneratorObject *) self, Py_None); -} -static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) -{ - return __Pyx_Generator_SendEx((__pyx_GeneratorObject *) self, value); -} -static PyObject *__Pyx_Generator_Close(PyObject *self) -{ - __pyx_GeneratorObject *generator = (__pyx_GeneratorObject *) self; - PyObject *retval; -#if PY_VERSION_HEX < 0x02050000 - PyErr_SetNone(PyExc_StopIteration); -#else - PyErr_SetNone(PyExc_GeneratorExit); -#endif - retval = __Pyx_Generator_SendEx(generator, NULL); - if (retval) { - Py_DECREF(retval); - PyErr_SetString(PyExc_RuntimeError, - "generator ignored GeneratorExit"); - return NULL; - } -#if PY_VERSION_HEX < 0x02050000 - if (PyErr_ExceptionMatches(PyExc_StopIteration)) -#else - if (PyErr_ExceptionMatches(PyExc_StopIteration) - || PyErr_ExceptionMatches(PyExc_GeneratorExit)) -#endif - { - PyErr_Clear(); /* ignore these errors */ - Py_INCREF(Py_None); - return Py_None; - } - return NULL; -} -static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) -{ - __pyx_GeneratorObject *generator = (__pyx_GeneratorObject *) self; - PyObject *typ; - PyObject *tb = NULL; - PyObject *val = NULL; - if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) - return NULL; - __Pyx_Raise(typ, val, tb, NULL); - return __Pyx_Generator_SendEx(generator, NULL); -} -static int -__Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) -{ - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - Py_VISIT(gen->closure); - Py_VISIT(gen->classobj); - Py_VISIT(gen->exc_type); - Py_VISIT(gen->exc_value); - Py_VISIT(gen->exc_traceback); - return 0; -} -static void -__Pyx_Generator_dealloc(PyObject *self) -{ - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - PyObject_GC_UnTrack(gen); - if (gen->gi_weakreflist != NULL) - PyObject_ClearWeakRefs(self); - PyObject_GC_Track(self); - if (gen->resume_label > 0) { - Py_TYPE(gen)->tp_del(self); - if (self->ob_refcnt > 0) - return; /* resurrected. :( */ - } - PyObject_GC_UnTrack(self); - Py_CLEAR(gen->closure); - Py_CLEAR(gen->classobj); - Py_CLEAR(gen->exc_type); - Py_CLEAR(gen->exc_value); - Py_CLEAR(gen->exc_traceback); - PyObject_GC_Del(gen); -} -static void -__Pyx_Generator_del(PyObject *self) -{ - PyObject *res; - PyObject *error_type, *error_value, *error_traceback; - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - if (gen->resume_label <= 0) - return ; - assert(self->ob_refcnt == 0); - self->ob_refcnt = 1; - __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); - res = __Pyx_Generator_Close(self); - if (res == NULL) - PyErr_WriteUnraisable(self); - else - Py_DECREF(res); - __Pyx_ErrRestore(error_type, error_value, error_traceback); - /* Undo the temporary resurrection; can't use DECREF here, it would - * cause a recursive call. - */ - assert(self->ob_refcnt > 0); - if (--self->ob_refcnt == 0) - return; /* this is the normal path out */ - /* close() resurrected it! Make it look like the original Py_DECREF - * never happened. - */ - { - Py_ssize_t refcnt = self->ob_refcnt; - _Py_NewReference(self); - self->ob_refcnt = refcnt; - } - assert(PyType_IS_GC(self->ob_type) && - _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); - /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so - * we need to undo that. */ - _Py_DEC_REFTOTAL; - /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object - * chain, so no more to do there. - * If COUNT_ALLOCS, the original decref bumped tp_frees, and - * _Py_NewReference bumped tp_allocs: both of those need to be - * undone. - */ -#ifdef COUNT_ALLOCS - --self->ob_type->tp_frees; - --self->ob_type->tp_allocs; -#endif -} -static PyMemberDef __pyx_Generator_memberlist[] = { - {(char *) "gi_running", - T_INT, - offsetof(__pyx_GeneratorObject, is_running), - READONLY, - NULL}, - {0, 0, 0, 0, 0} -}; -static PyMethodDef __pyx_Generator_methods[] = { - {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0}, - {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0}, - {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0}, - {0, 0, 0, 0} -}; -static PyTypeObject __pyx_GeneratorType = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("generator"), /*tp_name*/ - sizeof(__pyx_GeneratorObject), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - (destructor) __Pyx_Generator_dealloc,/*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ -#if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ -#else - 0, /*reserved*/ -#endif - 0, /*tp_repr*/ - 0, /*tp_as_number*/ - 0, /*tp_as_sequence*/ - 0, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - PyObject_GenericGetAttr, /*tp_getattro*/ - 0, /*tp_setattro*/ - 0, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ - 0, /*tp_doc*/ - (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/ - 0, /*tp_clear*/ - 0, /*tp_richcompare*/ - offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */ - PyObject_SelfIter, /*tp_iter*/ - (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/ - __pyx_Generator_methods, /*tp_methods*/ - __pyx_Generator_memberlist, /*tp_members*/ - 0, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - 0, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - __Pyx_Generator_del, /*tp_del*/ -#if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ -#endif -}; -static -__pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, - PyObject *closure) -{ - __pyx_GeneratorObject *gen = - PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType); - if (gen == NULL) - return NULL; - gen->body = body; - gen->closure = closure; - Py_XINCREF(closure); - gen->is_running = 0; - gen->resume_label = 0; - gen->classobj = NULL; - gen->exc_type = NULL; - gen->exc_value = NULL; - gen->exc_traceback = NULL; - gen->gi_weakreflist = NULL; - PyObject_GC_Track(gen); - return gen; -} -static int __pyx_Generator_init(void) -{ - return PyType_Ready(&__pyx_GeneratorType); -} - -static int __Pyx_check_binary_version(void) { - char ctversion[4], rtversion[4]; - PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); - PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); - if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { - char message[200]; - PyOS_snprintf(message, sizeof(message), - "compiletime version %s of module '%.100s' " - "does not match runtime version %s", - ctversion, __Pyx_MODULE_NAME, rtversion); - #if PY_VERSION_HEX < 0x02050000 - return PyErr_Warn(NULL, message); - #else - return PyErr_WarnEx(NULL, message, 1); - #endif - } - return 0; -} - -static int __Pyx_SetVtable(PyObject *dict, void *vtable) { -#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) - PyObject *ob = PyCapsule_New(vtable, 0, 0); -#else - PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); -#endif - if (!ob) - goto bad; - if (PyDict_SetItemString(dict, "__pyx_vtable__", ob) < 0) - goto bad; - Py_DECREF(ob); - return 0; -bad: - Py_XDECREF(ob); - return -1; -} - -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { - int start = 0, mid = 0, end = count - 1; - if (end >= 0 && code_line > entries[end].code_line) { - return count; - } - while (start < end) { - mid = (start + end) / 2; - if (code_line < entries[mid].code_line) { - end = mid; - } else if (code_line > entries[mid].code_line) { - start = mid + 1; - } else { - return mid; - } - } - if (code_line <= entries[mid].code_line) { - return mid; - } else { - return mid + 1; - } -} -static PyCodeObject *__pyx_find_code_object(int code_line) { - PyCodeObject* code_object; - int pos; - if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { - return NULL; - } - pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { - return NULL; - } - code_object = __pyx_code_cache.entries[pos].code_object; - Py_INCREF(code_object); - return code_object; -} -static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { - int pos, i; - __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; - if (unlikely(!code_line)) { - return; - } - if (unlikely(!entries)) { - entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); - if (likely(entries)) { - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = 64; - __pyx_code_cache.count = 1; - entries[0].code_line = code_line; - entries[0].code_object = code_object; - Py_INCREF(code_object); - } - return; - } - pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { - PyCodeObject* tmp = entries[pos].code_object; - entries[pos].code_object = code_object; - Py_DECREF(tmp); - return; - } - if (__pyx_code_cache.count == __pyx_code_cache.max_count) { - int new_max = __pyx_code_cache.max_count + 64; - entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( - __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry)); - if (unlikely(!entries)) { - return; - } - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = new_max; - } - for (i=__pyx_code_cache.count; i>pos; i--) { - entries[i] = entries[i-1]; - } - entries[pos].code_line = code_line; - entries[pos].code_object = code_object; - __pyx_code_cache.count++; - Py_INCREF(code_object); -} - -#include "compile.h" -#include "frameobject.h" -#include "traceback.h" -static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( - const char *funcname, int c_line, - int py_line, const char *filename) { - PyCodeObject *py_code = 0; - PyObject *py_srcfile = 0; - PyObject *py_funcname = 0; - #if PY_MAJOR_VERSION < 3 - py_srcfile = PyString_FromString(filename); - #else - py_srcfile = PyUnicode_FromString(filename); - #endif - if (!py_srcfile) goto bad; - if (c_line) { - #if PY_MAJOR_VERSION < 3 - py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); - #else - py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); - #endif - } - else { - #if PY_MAJOR_VERSION < 3 - py_funcname = PyString_FromString(funcname); - #else - py_funcname = PyUnicode_FromString(funcname); - #endif - } - if (!py_funcname) goto bad; - py_code = __Pyx_PyCode_New( - 0, /*int argcount,*/ - 0, /*int kwonlyargcount,*/ - 0, /*int nlocals,*/ - 0, /*int stacksize,*/ - 0, /*int flags,*/ - __pyx_empty_bytes, /*PyObject *code,*/ - __pyx_empty_tuple, /*PyObject *consts,*/ - __pyx_empty_tuple, /*PyObject *names,*/ - __pyx_empty_tuple, /*PyObject *varnames,*/ - __pyx_empty_tuple, /*PyObject *freevars,*/ - __pyx_empty_tuple, /*PyObject *cellvars,*/ - py_srcfile, /*PyObject *filename,*/ - py_funcname, /*PyObject *name,*/ - py_line, /*int firstlineno,*/ - __pyx_empty_bytes /*PyObject *lnotab*/ - ); - Py_DECREF(py_srcfile); - Py_DECREF(py_funcname); - return py_code; -bad: - Py_XDECREF(py_srcfile); - Py_XDECREF(py_funcname); - return NULL; -} -static void __Pyx_AddTraceback(const char *funcname, int c_line, - int py_line, const char *filename) { - PyCodeObject *py_code = 0; - PyObject *py_globals = 0; - PyFrameObject *py_frame = 0; - py_code = __pyx_find_code_object(c_line ? c_line : py_line); - if (!py_code) { - py_code = __Pyx_CreateCodeObjectForTraceback( - funcname, c_line, py_line, filename); - if (!py_code) goto bad; - __pyx_insert_code_object(c_line ? c_line : py_line, py_code); - } - py_globals = PyModule_GetDict(__pyx_m); - if (!py_globals) goto bad; - py_frame = PyFrame_New( - PyThreadState_GET(), /*PyThreadState *tstate,*/ - py_code, /*PyCodeObject *code,*/ - py_globals, /*PyObject *globals,*/ - 0 /*PyObject *locals*/ - ); - if (!py_frame) goto bad; - py_frame->f_lineno = py_line; - PyTraceBack_Here(py_frame); -bad: - Py_XDECREF(py_code); - Py_XDECREF(py_frame); -} - -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { - while (t->p) { - #if PY_MAJOR_VERSION < 3 - if (t->is_unicode) { - *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); - } else if (t->intern) { - *t->p = PyString_InternFromString(t->s); - } else { - *t->p = PyString_FromStringAndSize(t->s, t->n - 1); - } - #else /* Python 3+ has unicode identifiers */ - if (t->is_unicode | t->is_str) { - if (t->intern) { - *t->p = PyUnicode_InternFromString(t->s); - } else if (t->encoding) { - *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); - } else { - *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); - } - } else { - *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); - } - #endif - if (!*t->p) - return -1; - ++t; - } - return 0; -} - - -/* Type Conversion Functions */ - -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { - int is_true = x == Py_True; - if (is_true | (x == Py_False) | (x == Py_None)) return is_true; - else return PyObject_IsTrue(x); -} - -static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { - PyNumberMethods *m; - const char *name = NULL; - PyObject *res = NULL; -#if PY_VERSION_HEX < 0x03000000 - if (PyInt_Check(x) || PyLong_Check(x)) -#else - if (PyLong_Check(x)) -#endif - return Py_INCREF(x), x; - m = Py_TYPE(x)->tp_as_number; -#if PY_VERSION_HEX < 0x03000000 - if (m && m->nb_int) { - name = "int"; - res = PyNumber_Int(x); - } - else if (m && m->nb_long) { - name = "long"; - res = PyNumber_Long(x); - } -#else - if (m && m->nb_int) { - name = "int"; - res = PyNumber_Long(x); - } -#endif - if (res) { -#if PY_VERSION_HEX < 0x03000000 - if (!PyInt_Check(res) && !PyLong_Check(res)) { -#else - if (!PyLong_Check(res)) { -#endif - PyErr_Format(PyExc_TypeError, - "__%s__ returned non-%s (type %.200s)", - name, name, Py_TYPE(res)->tp_name); - Py_DECREF(res); - return NULL; - } - } - else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_TypeError, - "an integer is required"); - } - return res; -} - -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { - Py_ssize_t ival; - PyObject* x = PyNumber_Index(b); - if (!x) return -1; - ival = PyInt_AsSsize_t(x); - Py_DECREF(x); - return ival; -} - -static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { -#if PY_VERSION_HEX < 0x02050000 - if (ival <= LONG_MAX) - return PyInt_FromLong((long)ival); - else { - unsigned char *bytes = (unsigned char *) &ival; - int one = 1; int little = (int)*(unsigned char*)&one; - return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); - } -#else - return PyInt_FromSize_t(ival); -#endif -} - -static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { - unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); - if (unlikely(val == (unsigned PY_LONG_LONG)-1 && PyErr_Occurred())) { - return (size_t)-1; - } else if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to size_t"); - return (size_t)-1; - } - return (size_t)val; -} - - -#endif /* Py_PYTHON_H */ diff --git a/python/src/sa/_cdec_sa.pyx b/python/src/sa/_cdec_sa.pyx deleted file mode 100644 index 710f8cb4..00000000 --- a/python/src/sa/_cdec_sa.pyx +++ /dev/null @@ -1,29 +0,0 @@ -import logging -import resource -import gzip - -cdef float monitor_cpu(): - return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ - resource.getrusage(resource.RUSAGE_SELF).ru_stime) - -def gzip_or_text(char* filename): - if filename.endswith('.gz'): - return gzip.GzipFile(filename) - else: - return open(filename) - -logger = logging.getLogger('cdec.sa') - -include "float_list.pxi" -include "int_list.pxi" -include "str_map.pxi" -include "data_array.pxi" -include "alignment.pxi" -include "bilex.pxi" -include "veb.pxi" -include "lcp.pxi" -include "sym.pxi" -include "rule.pxi" -include "precomputation.pxi" -include "suffix_array.pxi" -include "rulefactory.pxi" diff --git a/python/src/sa/_sa.c b/python/src/sa/_sa.c new file mode 100644 index 00000000..34f170bf --- /dev/null +++ b/python/src/sa/_sa.c @@ -0,0 +1,63140 @@ +/* Generated by Cython 0.17.beta1 on Fri Jul 27 22:15:31 2012 */ + +#define PY_SSIZE_T_CLEAN +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x02040000 + #error Cython requires Python 2.4+. +#else +#include /* For offsetof */ +#ifndef offsetof +#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif + +#if !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif + +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif + +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif + +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif + +#ifdef PYPY_VERSION +#define CYTHON_COMPILING_IN_PYPY 1 +#define CYTHON_COMPILING_IN_CPYTHON 0 +#else +#define CYTHON_COMPILING_IN_PYPY 0 +#define CYTHON_COMPILING_IN_CPYTHON 1 +#endif + +#if PY_VERSION_HEX < 0x02050000 + typedef int Py_ssize_t; + #define PY_SSIZE_T_MAX INT_MAX + #define PY_SSIZE_T_MIN INT_MIN + #define PY_FORMAT_SIZE_T "" + #define PyInt_FromSsize_t(z) PyInt_FromLong(z) + #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) + #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \ + (PyErr_Format(PyExc_TypeError, \ + "expected index value, got %.200s", Py_TYPE(o)->tp_name), \ + (PyObject*)0)) + #define PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && !PyComplex_Check(o)) + #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message) + #define __PYX_BUILD_PY_SSIZE_T "i" +#else + #define __PYX_BUILD_PY_SSIZE_T "n" +#endif + +#if PY_VERSION_HEX < 0x02060000 + #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt) + #define Py_TYPE(ob) (((PyObject*)(ob))->ob_type) + #define Py_SIZE(ob) (((PyVarObject*)(ob))->ob_size) + #define PyVarObject_HEAD_INIT(type, size) \ + PyObject_HEAD_INIT(type) size, + #define PyType_Modified(t) + + typedef struct { + void *buf; + PyObject *obj; + Py_ssize_t len; + Py_ssize_t itemsize; + int readonly; + int ndim; + char *format; + Py_ssize_t *shape; + Py_ssize_t *strides; + Py_ssize_t *suboffsets; + void *internal; + } Py_buffer; + + #define PyBUF_SIMPLE 0 + #define PyBUF_WRITABLE 0x0001 + #define PyBUF_FORMAT 0x0004 + #define PyBUF_ND 0x0008 + #define PyBUF_STRIDES (0x0010 | PyBUF_ND) + #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES) + #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES) + #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES) + #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES) + #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE) + #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE) + + typedef int (*getbufferproc)(PyObject *, Py_buffer *, int); + typedef void (*releasebufferproc)(PyObject *, Py_buffer *); +#endif + +#if PY_MAJOR_VERSION < 3 + #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) +#else + #define __Pyx_BUILTIN_MODULE_NAME "builtins" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) +#endif + +#if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6 + #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict") +#endif + +#if PY_MAJOR_VERSION >= 3 + #define Py_TPFLAGS_CHECKTYPES 0 + #define Py_TPFLAGS_HAVE_INDEX 0 +#endif + +#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3) + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif + + +#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) + #define CYTHON_PEP393_ENABLED 1 + #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? \ + 0 : _PyUnicode_Ready((PyObject *)(op))) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) + #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) +#else + #define CYTHON_PEP393_ENABLED 0 + #define __Pyx_PyUnicode_READY(op) (0) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) + + #define __Pyx_PyUnicode_READ(k, d, i) ((k=k), (Py_UCS4)(((Py_UNICODE*)d)[i])) +#endif + +#if PY_MAJOR_VERSION >= 3 + #define PyBaseString_Type PyUnicode_Type + #define PyStringObject PyUnicodeObject + #define PyString_Type PyUnicode_Type + #define PyString_Check PyUnicode_Check + #define PyString_CheckExact PyUnicode_CheckExact +#endif + +#if PY_VERSION_HEX < 0x02060000 + #define PyBytesObject PyStringObject + #define PyBytes_Type PyString_Type + #define PyBytes_Check PyString_Check + #define PyBytes_CheckExact PyString_CheckExact + #define PyBytes_FromString PyString_FromString + #define PyBytes_FromStringAndSize PyString_FromStringAndSize + #define PyBytes_FromFormat PyString_FromFormat + #define PyBytes_DecodeEscape PyString_DecodeEscape + #define PyBytes_AsString PyString_AsString + #define PyBytes_AsStringAndSize PyString_AsStringAndSize + #define PyBytes_Size PyString_Size + #define PyBytes_AS_STRING PyString_AS_STRING + #define PyBytes_GET_SIZE PyString_GET_SIZE + #define PyBytes_Repr PyString_Repr + #define PyBytes_Concat PyString_Concat + #define PyBytes_ConcatAndDel PyString_ConcatAndDel +#endif + +#if PY_VERSION_HEX < 0x02060000 + #define PySet_Check(obj) PyObject_TypeCheck(obj, &PySet_Type) + #define PyFrozenSet_Check(obj) PyObject_TypeCheck(obj, &PyFrozenSet_Type) +#endif +#ifndef PySet_CheckExact + #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) +#endif + +#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) + +#if PY_MAJOR_VERSION >= 3 + #define PyIntObject PyLongObject + #define PyInt_Type PyLong_Type + #define PyInt_Check(op) PyLong_Check(op) + #define PyInt_CheckExact(op) PyLong_CheckExact(op) + #define PyInt_FromString PyLong_FromString + #define PyInt_FromUnicode PyLong_FromUnicode + #define PyInt_FromLong PyLong_FromLong + #define PyInt_FromSize_t PyLong_FromSize_t + #define PyInt_FromSsize_t PyLong_FromSsize_t + #define PyInt_AsLong PyLong_AsLong + #define PyInt_AS_LONG PyLong_AS_LONG + #define PyInt_AsSsize_t PyLong_AsSsize_t + #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask + #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask +#endif + +#if PY_MAJOR_VERSION >= 3 + #define PyBoolObject PyLongObject +#endif + +#if PY_VERSION_HEX < 0x03020000 + typedef long Py_hash_t; + #define __Pyx_PyInt_FromHash_t PyInt_FromLong + #define __Pyx_PyInt_AsHash_t PyInt_AsLong +#else + #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t + #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t +#endif + +#if (PY_MAJOR_VERSION < 3) || (PY_VERSION_HEX >= 0x03010300) + #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b) + #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value) + #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b) +#else + #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0))) + #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1))) + #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1))) +#endif + +#if PY_MAJOR_VERSION >= 3 + #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) +#endif + +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n))) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n))) +#else + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n)) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n)) +#endif + +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_NAMESTR(n) ((char *)(n)) + #define __Pyx_DOCSTR(n) ((char *)(n)) +#else + #define __Pyx_NAMESTR(n) (n) + #define __Pyx_DOCSTR(n) (n) +#endif + +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#else + #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) +#endif + +#ifndef __PYX_EXTERN_C + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#if defined(WIN32) || defined(MS_WINDOWS) +#define _USE_MATH_DEFINES +#endif +#include +#define __PYX_HAVE___sa +#define __PYX_HAVE_API___sa +#include "stdio.h" +#include "stdlib.h" +#include "string.h" +#include "strmap.h" +#include "math.h" +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#ifdef PYREX_WITHOUT_ASSERTIONS +#define CYTHON_WITHOUT_ASSERTIONS +#endif + + +/* inline attribute */ +#ifndef CYTHON_INLINE + #if defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif + +/* unused attribute */ +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif + +typedef struct {PyObject **p; char *s; const long n; const char* encoding; const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/ + + +/* Type Conversion Predeclarations */ + +#define __Pyx_PyBytes_FromUString(s) PyBytes_FromString((char*)s) +#define __Pyx_PyBytes_AsUString(s) ((unsigned char*) PyBytes_AsString(s)) + +#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) +#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x); + +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); + +#if CYTHON_COMPILING_IN_CPYTHON +#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) +#else +#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) +#endif +#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) + +#ifdef __GNUC__ + /* Test for GCC > 2.95 */ + #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)) + #define likely(x) __builtin_expect(!!(x), 1) + #define unlikely(x) __builtin_expect(!!(x), 0) + #else /* __GNUC__ > 2 ... */ + #define likely(x) (x) + #define unlikely(x) (x) + #endif /* __GNUC__ > 2 ... */ +#else /* __GNUC__ */ + #define likely(x) (x) + #define unlikely(x) (x) +#endif /* __GNUC__ */ + +static PyObject *__pyx_m; +static PyObject *__pyx_b; +static PyObject *__pyx_empty_tuple; +static PyObject *__pyx_empty_bytes; +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * __pyx_cfilenm= __FILE__; +static const char *__pyx_filename; + + +static const char *__pyx_f[] = { + "_sa.pyx", + "float_list.pxi", + "int_list.pxi", + "data_array.pxi", + "alignment.pxi", + "bilex.pxi", + "veb.pxi", + "rule.pxi", + "rulefactory.pxi", + "lcp.pxi", + "sym.pxi", + "_sa.pxd", + "precomputation.pxi", + "suffix_array.pxi", + "str_map.pxi", +}; + +/*--- Type declarations ---*/ +struct __pyx_obj_3_sa_HieroCachingRuleFactory; +struct __pyx_obj_3_sa_IntList; +struct __pyx_obj_3_sa_VEBIterator; +struct __pyx_obj_3_sa_BiLex; +struct __pyx_obj_3_sa_VEB; +struct __pyx_obj_3_sa_LCP; +struct __pyx_obj_3_sa_DataArray; +struct __pyx_obj_3_sa_BitSetIterator; +struct __pyx_obj_3_sa_Precomputation; +struct __pyx_obj_3_sa_SuffixArray; +struct __pyx_obj_3_sa_Alphabet; +struct __pyx_obj_3_sa_Rule; +struct __pyx_obj_3_sa_PhraseLocation; +struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats; +struct __pyx_obj_3_sa___pyx_scope_struct_2_input; +struct __pyx_obj_3_sa_Alignment; +struct __pyx_obj_3_sa_BitSet; +struct __pyx_obj_3_sa_Sampler; +struct __pyx_obj_3_sa_StringMap; +struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__; +struct __pyx_obj_3_sa_TrieNode; +struct __pyx_obj_3_sa_ExtendedTrieNode; +struct __pyx_obj_3_sa_TrieMap; +struct __pyx_obj_3_sa_Phrase; +struct __pyx_obj_3_sa_TrieTable; +struct __pyx_obj_3_sa_FloatList; +struct __pyx_t_3_sa__node; +struct __pyx_t_3_sa__BitSet; +struct __pyx_t_3_sa__VEB; +struct __pyx_t_3_sa__Trie_Edge; +struct __pyx_t_3_sa__Trie_Node; +struct __pyx_t_3_sa_match_node; +struct __pyx_t_3_sa_Matching; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":9 + * from libc.string cimport memset, strcpy, strlen + * + * cdef struct _node: # <<<<<<<<<<<<<< + * _node* smaller + * _node* bigger + */ +struct __pyx_t_3_sa__node { + struct __pyx_t_3_sa__node *smaller; + struct __pyx_t_3_sa__node *bigger; + int key; + int val; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":30 + * _init_lower_mask() + * + * cdef struct _BitSet: # <<<<<<<<<<<<<< + * long bitset + * int min_val + */ +struct __pyx_t_3_sa__BitSet { + long bitset; + int min_val; + int max_val; + int size; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":168 + * return result + * + * cdef struct _VEB: # <<<<<<<<<<<<<< + * int top_universe_size + * int num_bottom_bits + */ +struct __pyx_t_3_sa__VEB { + int top_universe_size; + int num_bottom_bits; + int max_val; + int min_val; + int size; + void *top; + void **bottom; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":10 + * cdef struct _Trie_Node # forward decl + * + * cdef struct _Trie_Edge: # <<<<<<<<<<<<<< + * int val + * _Trie_Node* node + */ +struct __pyx_t_3_sa__Trie_Edge { + int val; + struct __pyx_t_3_sa__Trie_Node *node; + struct __pyx_t_3_sa__Trie_Edge *bigger; + struct __pyx_t_3_sa__Trie_Edge *smaller; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":8 + * from libc.string cimport memset, memcpy + * + * cdef struct _Trie_Node # forward decl # <<<<<<<<<<<<<< + * + * cdef struct _Trie_Edge: + */ +struct __pyx_t_3_sa__Trie_Node { + struct __pyx_t_3_sa__Trie_Edge *root; + int *arr; + int arr_len; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":48 + * + * # linked list structure for storing matches in BaselineRuleFactory + * cdef struct match_node: # <<<<<<<<<<<<<< + * int* match + * match_node* next + */ +struct __pyx_t_3_sa_match_node { + int *match; + struct __pyx_t_3_sa_match_node *next; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":145 + * + * # struct used to encapsulate a single matching + * cdef struct Matching: # <<<<<<<<<<<<<< + * int* arr + * int start + */ +struct __pyx_t_3_sa_Matching { + int *arr; + int start; + int end; + int sent_id; + int size; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":201 + * + * + * cdef class HieroCachingRuleFactory: # <<<<<<<<<<<<<< + * '''This RuleFactory implements a caching + * method using TrieTable, which makes phrase + */ +struct __pyx_obj_3_sa_HieroCachingRuleFactory { + PyObject_HEAD + struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *__pyx_vtab; + struct __pyx_obj_3_sa_TrieTable *rules; + struct __pyx_obj_3_sa_Sampler *sampler; + int max_chunks; + int max_target_chunks; + int max_length; + int max_target_length; + int max_nonterminals; + int max_initial_size; + int train_max_initial_size; + int min_gap_size; + int train_min_gap_size; + int category; + PyObject *precomputed_index; + PyObject *precomputed_collocations; + PyObject *precompute_file; + PyObject *max_rank; + int precompute_rank; + int precompute_secondary_rank; + int use_baeza_yates; + int use_index; + int use_collocations; + float by_slack_factor; + PyObject *prev_norm_prefix; + float extract_time; + struct __pyx_obj_3_sa_SuffixArray *fsa; + struct __pyx_obj_3_sa_DataArray *fda; + struct __pyx_obj_3_sa_DataArray *eda; + struct __pyx_obj_3_sa_Alignment *alignment; + struct __pyx_obj_3_sa_IntList *eid2symid; + struct __pyx_obj_3_sa_IntList *fid2symid; + int tight_phrases; + int require_aligned_terminal; + int require_aligned_chunks; + struct __pyx_obj_3_sa_IntList *findexes; + struct __pyx_obj_3_sa_IntList *findexes1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":9 + * from libc.string cimport memset, memcpy + * + * cdef class IntList: # <<<<<<<<<<<<<< + * cdef int size + * cdef int increment + */ +struct __pyx_obj_3_sa_IntList { + PyObject_HEAD + struct __pyx_vtabstruct_3_sa_IntList *__pyx_vtab; + int size; + int increment; + int len; + int *arr; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":340 + * + * + * cdef class VEBIterator: # <<<<<<<<<<<<<< + * cdef _VEB* v + * cdef int next_val + */ +struct __pyx_obj_3_sa_VEBIterator { + PyObject_HEAD + struct __pyx_t_3_sa__VEB *v; + int next_val; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":47 + * + * + * cdef class BiLex: # <<<<<<<<<<<<<< + * cdef FloatList col1 + * cdef FloatList col2 + */ +struct __pyx_obj_3_sa_BiLex { + PyObject_HEAD + struct __pyx_vtabstruct_3_sa_BiLex *__pyx_vtab; + struct __pyx_obj_3_sa_FloatList *col1; + struct __pyx_obj_3_sa_FloatList *col2; + struct __pyx_obj_3_sa_IntList *f_index; + struct __pyx_obj_3_sa_IntList *e_index; + PyObject *id2eword; + PyObject *id2fword; + PyObject *eword2id; + PyObject *fword2id; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":354 + * + * + * cdef class VEB: # <<<<<<<<<<<<<< + * cdef _VEB* veb + * cdef int _findsucc(self, int i) + */ +struct __pyx_obj_3_sa_VEB { + PyObject_HEAD + struct __pyx_vtabstruct_3_sa_VEB *__pyx_vtab; + struct __pyx_t_3_sa__VEB *veb; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":5 + * as k most frequent n-grams""" + * + * cdef class LCP: # <<<<<<<<<<<<<< + * cdef SuffixArray sa + * cdef IntList lcp + */ +struct __pyx_obj_3_sa_LCP { + PyObject_HEAD + struct __pyx_obj_3_sa_SuffixArray *sa; + struct __pyx_obj_3_sa_IntList *lcp; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":9 + * from libc.string cimport memset, strcpy, strlen + * + * cdef class DataArray: # <<<<<<<<<<<<<< + * cdef word2id + * cdef id2word + */ +struct __pyx_obj_3_sa_DataArray { + PyObject_HEAD + struct __pyx_vtabstruct_3_sa_DataArray *__pyx_vtab; + PyObject *word2id; + PyObject *id2word; + struct __pyx_obj_3_sa_IntList *data; + struct __pyx_obj_3_sa_IntList *sent_id; + struct __pyx_obj_3_sa_IntList *sent_index; + int use_sent_id; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":100 + * + * + * cdef class BitSetIterator: # <<<<<<<<<<<<<< + * cdef _BitSet* b + * cdef int next_val + */ +struct __pyx_obj_3_sa_BitSetIterator { + PyObject_HEAD + struct __pyx_t_3_sa__BitSet *b; + int next_val; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":188 + * + * + * cdef class Precomputation: # <<<<<<<<<<<<<< + * cdef int precompute_rank + * cdef int precompute_secondary_rank + */ +struct __pyx_obj_3_sa_Precomputation { + PyObject_HEAD + struct __pyx_vtabstruct_3_sa_Precomputation *__pyx_vtab; + int precompute_rank; + int precompute_secondary_rank; + int max_length; + int max_nonterminals; + int train_max_initial_size; + int train_min_gap_size; + PyObject *precomputed_index; + PyObject *precomputed_collocations; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":6 + * from libc.stdio cimport FILE, fclose, fopen + * + * cdef class SuffixArray: # <<<<<<<<<<<<<< + * cdef DataArray darray + * cdef IntList sa + */ +struct __pyx_obj_3_sa_SuffixArray { + PyObject_HEAD + struct __pyx_vtabstruct_3_sa_SuffixArray *__pyx_vtab; + struct __pyx_obj_3_sa_DataArray *darray; + struct __pyx_obj_3_sa_IntList *sa; + struct __pyx_obj_3_sa_IntList *ha; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":7 + * cdef int INDEX_MASK = (1<SetupContext((name), __LINE__, __FILE__); \ + PyGILState_Release(__pyx_gilstate_save); \ + } else { \ + __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \ + } +#else + #define __Pyx_RefNannySetupContext(name, acquire_gil) \ + __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__) +#endif + #define __Pyx_RefNannyFinishContext() \ + __Pyx_RefNanny->FinishContext(&__pyx_refnanny) + #define __Pyx_INCREF(r) __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_DECREF(r) __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_GOTREF(r) __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_XINCREF(r) do { if((r) != NULL) {__Pyx_INCREF(r); }} while(0) + #define __Pyx_XDECREF(r) do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0) + #define __Pyx_XGOTREF(r) do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0) + #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0) +#else + #define __Pyx_RefNannyDeclarations + #define __Pyx_RefNannySetupContext(name, acquire_gil) + #define __Pyx_RefNannyFinishContext() + #define __Pyx_INCREF(r) Py_INCREF(r) + #define __Pyx_DECREF(r) Py_DECREF(r) + #define __Pyx_GOTREF(r) + #define __Pyx_GIVEREF(r) + #define __Pyx_XINCREF(r) Py_XINCREF(r) + #define __Pyx_XDECREF(r) Py_XDECREF(r) + #define __Pyx_XGOTREF(r) + #define __Pyx_XGIVEREF(r) +#endif /* CYTHON_REFNANNY */ +#define __Pyx_CLEAR(r) do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0) +#define __Pyx_XCLEAR(r) do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0) + +static PyObject *__Pyx_GetName(PyObject *dict, PyObject *name); /*proto*/ + +static int __Pyx_PyBytes_SingleTailmatch(PyObject* self, PyObject* arg, Py_ssize_t start, + Py_ssize_t end, int direction) +{ + const char* self_ptr = PyBytes_AS_STRING(self); + Py_ssize_t self_len = PyBytes_GET_SIZE(self); + const char* sub_ptr; + Py_ssize_t sub_len; + int retval; +#if PY_VERSION_HEX >= 0x02060000 + Py_buffer view; + view.obj = NULL; +#endif + if ( PyBytes_Check(arg) ) { + sub_ptr = PyBytes_AS_STRING(arg); + sub_len = PyBytes_GET_SIZE(arg); + } +#if PY_MAJOR_VERSION < 3 + else if ( PyUnicode_Check(arg) ) { + return PyUnicode_Tailmatch(self, arg, start, end, direction); + } +#endif + else { +#if PY_VERSION_HEX < 0x02060000 + if (unlikely(PyObject_AsCharBuffer(arg, &sub_ptr, &sub_len))) + return -1; +#else + if (unlikely(PyObject_GetBuffer(self, &view, PyBUF_SIMPLE) == -1)) + return -1; + sub_ptr = (const char*) view.buf; + sub_len = view.len; +#endif + } + if (end > self_len) + end = self_len; + else if (end < 0) + end += self_len; + if (end < 0) + end = 0; + if (start < 0) + start += self_len; + if (start < 0) + start = 0; + if (direction > 0) { + if (end-sub_len > start) + start = end - sub_len; + } + if (start + sub_len <= end) + retval = !memcmp(self_ptr+start, sub_ptr, sub_len); 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/*proto*/ + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ + +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (!j) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +#define __Pyx_GetItemInt_List(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_List_Fast(o, i) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i) { +#if CYTHON_COMPILING_IN_CPYTHON + if (likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, i); 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+ if (likely((n >= 0) & (n < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } + else if (PyTuple_CheckExact(o)) { + Py_ssize_t n = (likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); + if (likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } else { /* inlined PySequence_GetItem() */ + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_item)) { + if (unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (unlikely(l < 0)) return NULL; + i += l; + } + return m->sq_item(o, i); + } + } +#else + if (PySequence_Check(o)) { + return PySequence_GetItem(o, i); + } +#endif + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} + +static CYTHON_INLINE int __Pyx_NegateNonNeg(int b) { + return unlikely(b < 0) ? b : !b; +} +static CYTHON_INLINE PyObject* __Pyx_PyBoolOrNull_FromLong(long b) { + return unlikely(b < 0) ? NULL : __Pyx_PyBool_FromLong(b); +} + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { + if (likely(PyList_CheckExact(L))) { + if (unlikely(PyList_Append(L, x) < 0)) return NULL; + Py_INCREF(Py_None); + return Py_None; /* this is just to have an accurate signature */ + } else { + PyObject *r, *m; + m = __Pyx_GetAttrString(L, "append"); + if (!m) return NULL; + r = PyObject_CallFunctionObjArgs(m, x, NULL); + Py_DECREF(m); + return r; + } +} + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */ + +static CYTHON_INLINE long __Pyx_mod_long(long, long); /* proto */ + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE int __Pyx_IterFinish(void); /*proto*/ + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ + +#define __Pyx_SetItemInt(o, i, v, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_SetItemInt_Fast(o, i, v) : \ + __Pyx_SetItemInt_Generic(o, to_py_func(i), v)) +static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { + int r; + if (!j) return -1; + r = PyObject_SetItem(o, j, v); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v) { +#if CYTHON_COMPILING_IN_CPYTHON + if (PyList_CheckExact(o)) { + Py_ssize_t n = (likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if (likely((n >= 0) & (n < PyList_GET_SIZE(o)))) { + PyObject* old = PyList_GET_ITEM(o, n); + Py_INCREF(v); + PyList_SET_ITEM(o, n, v); + Py_DECREF(old); + return 1; + } + } else { /* inlined PySequence_SetItem() */ + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_ass_item)) { + if (unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (unlikely(l < 0)) return -1; + i += l; + } + return m->sq_ass_item(o, i, v); + } + } +#else +#if CYTHON_COMPILING_IN_PYPY + if (PySequence_Check(o) && !PyDict_Check(o)) { +#else + if (PySequence_Check(o)) { +#endif + return PySequence_SetItem(o, i, v); + } +#endif + return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v); +} + +static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ +#if CYTHON_COMPILING_IN_PYPY +#define __Pyx_PyObject_AsDouble(obj) \ +(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \ + likely(PyInt_CheckExact(obj)) ? \ + PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj)) +#else +#define __Pyx_PyObject_AsDouble(obj) \ +((likely(PyFloat_CheckExact(obj))) ? \ + PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj)) +#endif + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact); /*proto*/ + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len)) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) +#endif + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); + +static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index); /*proto*/ + +static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** value1, PyObject** value2, + int is_tuple, int has_known_size, int decref_tuple); + +static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name, + Py_ssize_t* p_orig_length, int* p_is_dict); +static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos, + PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict); + +#if PY_VERSION_HEX < 0x02050000 +#ifndef PyAnySet_CheckExact +#define PyAnySet_CheckExact(ob) \ + ((ob)->ob_type == &PySet_Type || \ + (ob)->ob_type == &PyFrozenSet_Type) +#define PySet_New(iterable) \ + PyObject_CallFunctionObjArgs((PyObject *)&PySet_Type, (iterable), NULL) +#define Pyx_PyFrozenSet_New(iterable) \ + PyObject_CallFunctionObjArgs((PyObject *)&PyFrozenSet_Type, (iterable), NULL) +#define PySet_Size(anyset) \ + PyObject_Size((anyset)) +#define PySet_Contains(anyset, key) \ + PySequence_Contains((anyset), (key)) +#define PySet_Pop(set) \ + PyObject_CallMethod(set, (char *)"pop", NULL) +static CYTHON_INLINE int PySet_Clear(PyObject *set) { + PyObject *ret = PyObject_CallMethod(set, (char *)"clear", NULL); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +static CYTHON_INLINE int PySet_Discard(PyObject *set, PyObject *key) { + PyObject *ret = PyObject_CallMethod(set, (char *)"discard", (char *)"O", key); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +static CYTHON_INLINE int PySet_Add(PyObject *set, PyObject *key) { + PyObject *ret = PyObject_CallMethod(set, (char *)"add", (char *)"O", key); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +#endif /* PyAnySet_CheckExact (<= Py2.4) */ +#endif /* < Py2.5 */ + +#if PY_MAJOR_VERSION >= 3 +static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) { + PyObject *value; + value = PyDict_GetItemWithError(d, key); + if (unlikely(!value)) { + if (!PyErr_Occurred()) + PyErr_SetObject(PyExc_KeyError, key); + return NULL; + } + Py_INCREF(value); + return value; +} +#else + #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) +#endif + +static CYTHON_INLINE int __Pyx_div_int(int, int); /* proto */ + +#define UNARY_NEG_WOULD_OVERFLOW(x) (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02040000 + if (likely(PyList_CheckExact(L)) + && likely(PyList_GET_SIZE(L) > (((PyListObject*)L)->allocated >> 1))) { + Py_SIZE(L) -= 1; + return PyList_GET_ITEM(L, PyList_GET_SIZE(L)); + } +#if PY_VERSION_HEX >= 0x02050000 + else if (Py_TYPE(L) == (&PySet_Type)) { + return PySet_Pop(L); + } +#endif +#endif + return PyObject_CallMethod(L, (char*)"pop", NULL); +} + +static PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value) { + PyObject* value; +#if PY_MAJOR_VERSION >= 3 + value = PyDict_GetItemWithError(d, key); + if (unlikely(!value)) { + if (unlikely(PyErr_Occurred())) + return NULL; + if (unlikely(PyDict_SetItem(d, key, default_value) == -1)) + return NULL; + value = default_value; + } + Py_INCREF(value); +#else + if (PyString_CheckExact(key) || PyUnicode_CheckExact(key) || PyInt_CheckExact(key)) { + value = PyDict_GetItem(d, key); + if (unlikely(!value)) { + if (unlikely(PyDict_SetItem(d, key, default_value) == -1)) + return NULL; + value = default_value; + } + Py_INCREF(value); + } else { + PyObject *m; + m = __Pyx_GetAttrString(d, "setdefault"); + if (!m) return NULL; + value = PyObject_CallFunctionObjArgs(m, key, default_value, NULL); + Py_DECREF(m); + } +#endif + return value; +} + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level); /*proto*/ + +static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *); + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *); + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *); + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *); + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *); + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *); + +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *); + +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *); + +static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *); + +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *); + +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); + +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); + +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename); /*proto*/ + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +#define __Pyx_Generator_USED +#include +#include +typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); +typedef struct { + PyObject_HEAD + __pyx_generator_body_t body; + PyObject *closure; + int is_running; + int resume_label; + PyObject *exc_type; + PyObject *exc_value; + PyObject *exc_traceback; + PyObject *gi_weakreflist; + PyObject *classobj; + PyObject *yieldfrom; +} __pyx_GeneratorObject; +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure); +static int __pyx_Generator_init(void); +static int __Pyx_Generator_clear(PyObject* self); +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue); +#else +#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue) +#endif + +static int __Pyx_check_binary_version(void); + +static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig); /*proto*/ + +static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ + +typedef struct { + int code_line; + PyCodeObject* code_object; +} __Pyx_CodeObjectCacheEntry; +struct __Pyx_CodeObjectCache { + int count; + int max_count; + __Pyx_CodeObjectCacheEntry* entries; +}; +static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); +static PyCodeObject *__pyx_find_code_object(int code_line); +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); + +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename); /*proto*/ + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ + + +/* Module declarations from 'libc.stdio' */ + +/* Module declarations from 'libc.stdlib' */ + +/* Module declarations from 'libc.string' */ + +/* Module declarations from 'libc.math' */ + +/* Module declarations from '_sa' */ +static PyTypeObject *__pyx_ptype_3_sa_Phrase = 0; +static PyTypeObject *__pyx_ptype_3_sa_Rule = 0; +static PyTypeObject *__pyx_ptype_3_sa_FloatList = 0; +static PyTypeObject *__pyx_ptype_3_sa_IntList = 0; +static PyTypeObject *__pyx_ptype_3_sa_StringMap = 0; +static PyTypeObject *__pyx_ptype_3_sa_DataArray = 0; +static PyTypeObject *__pyx_ptype_3_sa_Alignment = 0; +static PyTypeObject *__pyx_ptype_3_sa_BiLex = 0; +static PyTypeObject *__pyx_ptype_3_sa_BitSetIterator = 0; +static PyTypeObject *__pyx_ptype_3_sa_BitSet = 0; +static PyTypeObject *__pyx_ptype_3_sa_VEBIterator = 0; +static PyTypeObject *__pyx_ptype_3_sa_VEB = 0; +static PyTypeObject *__pyx_ptype_3_sa_LCP = 0; +static PyTypeObject *__pyx_ptype_3_sa_Alphabet = 0; +static PyTypeObject *__pyx_ptype_3_sa_TrieMap = 0; +static PyTypeObject *__pyx_ptype_3_sa_Precomputation = 0; +static PyTypeObject *__pyx_ptype_3_sa_SuffixArray = 0; +static PyTypeObject *__pyx_ptype_3_sa_TrieNode = 0; +static PyTypeObject *__pyx_ptype_3_sa_ExtendedTrieNode = 0; +static PyTypeObject *__pyx_ptype_3_sa_TrieTable = 0; +static PyTypeObject *__pyx_ptype_3_sa_PhraseLocation = 0; +static PyTypeObject *__pyx_ptype_3_sa_Sampler = 0; +static PyTypeObject *__pyx_ptype_3_sa_HieroCachingRuleFactory = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct__compute_stats = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_1___iter__ = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_2_input = 0; +static int __pyx_v_3_sa_MIN_BOTTOM_SIZE; +static int __pyx_v_3_sa_MIN_BOTTOM_BITS; +static int __pyx_v_3_sa_LOWER_MASK[32]; +static int __pyx_v_3_sa_INDEX_SHIFT; +static int __pyx_v_3_sa_INDEX_MASK; +static struct __pyx_obj_3_sa_Alphabet *__pyx_v_3_sa_ALPHABET = 0; +static int __pyx_v_3_sa_PRECOMPUTE; +static int __pyx_v_3_sa_MERGE; +static int __pyx_v_3_sa_BAEZA_YATES; +static int __pyx_v_3_sa_EPSILON; +static char *__pyx_f_3_sa_sym_tostring(int); /*proto*/ +static int __pyx_f_3_sa_sym_isvar(int); /*proto*/ +static int __pyx_f_3_sa_sym_getindex(int); /*proto*/ +static float __pyx_f_3_sa_monitor_cpu(void); /*proto*/ +static struct __pyx_t_3_sa__node *__pyx_f_3_sa_new_node(int); /*proto*/ +static PyObject *__pyx_f_3_sa_del_node(struct __pyx_t_3_sa__node *); /*proto*/ +static int *__pyx_f_3_sa_get_val(struct __pyx_t_3_sa__node *, int); /*proto*/ +static void __pyx_f_3_sa__init_lower_mask(void); /*proto*/ +static struct __pyx_t_3_sa__BitSet *__pyx_f_3_sa_new_BitSet(void); /*proto*/ +static int __pyx_f_3_sa_bitset_findsucc(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ +static int __pyx_f_3_sa_bitset_insert(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ +static int __pyx_f_3_sa_bitset_contains(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_dec2bin(long); /*proto*/ +static struct __pyx_t_3_sa__VEB *__pyx_f_3_sa_new_VEB(int); /*proto*/ +static int __pyx_f_3_sa_VEB_insert(struct __pyx_t_3_sa__VEB *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_del_VEB(struct __pyx_t_3_sa__VEB *); /*proto*/ +static int __pyx_f_3_sa_VEB_findsucc(struct __pyx_t_3_sa__VEB *, int); /*proto*/ +static int __pyx_f_3_sa_VEB_contains(struct __pyx_t_3_sa__VEB *, int); /*proto*/ +static int __pyx_f_3_sa_sym_setindex(int, int); /*proto*/ +static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_new_trie_node(void); /*proto*/ +static struct __pyx_t_3_sa__Trie_Edge *__pyx_f_3_sa_new_trie_edge(int); /*proto*/ +static PyObject *__pyx_f_3_sa_free_trie_node(struct __pyx_t_3_sa__Trie_Node *); /*proto*/ +static PyObject *__pyx_f_3_sa_free_trie_edge(struct __pyx_t_3_sa__Trie_Edge *); /*proto*/ +static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_find(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_trie_node_data_append(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ +static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_insert(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_trie_node_to_map(struct __pyx_t_3_sa__Trie_Node *, PyObject *, PyObject *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_trie_edge_to_map(struct __pyx_t_3_sa__Trie_Edge *, PyObject *, PyObject *, int); /*proto*/ +static void __pyx_f_3_sa_assign_matching(struct __pyx_t_3_sa_Matching *, int *, int, int, int *); /*proto*/ +static int *__pyx_f_3_sa_append_combined_matching(int *, struct __pyx_t_3_sa_Matching *, struct __pyx_t_3_sa_Matching *, int, int, int *); /*proto*/ +static int *__pyx_f_3_sa_extend_arr(int *, int *, int *, int); /*proto*/ +static int __pyx_f_3_sa_median(int, int, int); /*proto*/ +static void __pyx_f_3_sa_find_comparable_matchings(int, int, int *, int, int, int *, int *); /*proto*/ +#define __Pyx_MODULE_NAME "_sa" +int __pyx_module_is_main__sa = 0; + +/* Implementation of '_sa' */ +static PyObject *__pyx_builtin_open; +static PyObject *__pyx_builtin_IndexError; +static PyObject *__pyx_builtin_range; +static PyObject *__pyx_builtin_TypeError; +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_map; +static PyObject *__pyx_builtin_Exception; +static PyObject *__pyx_builtin_zip; +static PyObject *__pyx_builtin_StopIteration; +static PyObject *__pyx_builtin_cmp; +static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_sorted; +static PyObject *__pyx_pf_3_sa_gzip_or_text(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_3_sa_9FloatList___cinit__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ +static void __pyx_pf_3_sa_9FloatList_2__dealloc__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_4__getitem__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_3_sa_9FloatList_6__setitem__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_9FloatList_8__len__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_10append(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, float __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_12write(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_14read(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_3_sa_7IntList___cinit__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_2__str__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_4index(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_val); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_6partition(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_8_doquicksort(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_10sort(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_12reset(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_7IntList_14__dealloc__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_16__getitem__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ +static int __pyx_pf_3_sa_7IntList_18__setitem__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_7IntList_20__len__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_22getSize(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_24append(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_26extend(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_28write(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_30read(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_3_sa_9StringMap___cinit__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_9StringMap_2__dealloc__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray___cinit__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, int __pyx_v_use_sent_id); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_9DataArray_2__len__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_4getSentId(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_6getSent(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_8getSentPos(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_10get_id(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_word); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_12get_word(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_id); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_14write_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_16read_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_18read_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_20write_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_24write_enhanced(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_unlink(CYTHON_UNUSED struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_link); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_2get_sent_links(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id); /* proto */ +static int __pyx_pf_3_sa_9Alignment_4__cinit__(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_6read_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_8read_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_10write_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_12write_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_16alignment(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_3_sa_5BiLex___cinit__(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_from_text, PyObject *__pyx_v_from_data, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_earray, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_alignment); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_2write_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_4read_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_6get_e_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_eword); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_8get_f_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_10read_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_14get_score(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword, PyObject *__pyx_v_eword, PyObject *__pyx_v_col); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_16write_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_14BitSetIterator___next__(struct __pyx_obj_3_sa_BitSetIterator *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_6BitSet___cinit__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_6BitSet_2__dealloc__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_4__iter__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_6insert(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_8findsucc(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_10__str__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_12min(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_14max(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_6BitSet_16__len__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_6BitSet_18__contains__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_11VEBIterator___next__(struct __pyx_obj_3_sa_VEBIterator *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_3VEB___cinit__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, int __pyx_v_size); /* proto */ +static void __pyx_pf_3_sa_3VEB_2__dealloc__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_3VEB_4__iter__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_3VEB_6insert(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_3VEB_8findsucc(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_3VEB_10__len__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_3VEB_12__contains__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_3_sa_3LCP___cinit__(struct __pyx_obj_3_sa_LCP *__pyx_v_self, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sa); /* proto */ +static PyObject *__pyx_pf_3_sa_3LCP_2compute_stats(struct __pyx_obj_3_sa_LCP *__pyx_v_self, int __pyx_v_max_n); /* proto */ +static int __pyx_pf_3_sa_8Alphabet___cinit__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_8Alphabet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_8Alphabet_9terminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_8Alphabet_12nonterminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_2sym_fromstring(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_string, int __pyx_v_terminal); /* proto */ +static int __pyx_pf_3_sa_6Phrase___cinit__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_words); /* proto */ +static void __pyx_pf_3_sa_6Phrase_2__dealloc__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_4__str__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_6handle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_8strhandle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_10arity(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_12getvarpos(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_14getvar(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_16clen(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_k); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_18getchunk(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_ci); /* proto */ +#if PY_MAJOR_VERSION < 3 +static int __pyx_pf_3_sa_6Phrase_20__cmp__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +#endif +static Py_hash_t __pyx_pf_3_sa_6Phrase_22__hash__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_6Phrase_24__len__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_26__getitem__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_28__iter__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_31subst(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_children); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_5words___get__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_4Rule___cinit__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, int __pyx_v_lhs, struct __pyx_obj_3_sa_Phrase *__pyx_v_f, struct __pyx_obj_3_sa_Phrase *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_word_alignments); /* proto */ +static void __pyx_pf_3_sa_4Rule_2__dealloc__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static Py_hash_t __pyx_pf_3_sa_4Rule_4__hash__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +#if PY_MAJOR_VERSION < 3 +static int __pyx_pf_3_sa_4Rule_6__cmp__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Rule *__pyx_v_other); /* proto */ +#endif +static PyObject *__pyx_pf_3_sa_4Rule_8__iadd__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Rule *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_10fmerge(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Phrase *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_12arity(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_14__str__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_6scores___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_4Rule_6scores_2__set__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, PyObject *__pyx_v_s); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_3lhs___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_4Rule_3lhs_2__set__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_1f___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_1e___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_15word_alignments___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_4Rule_15word_alignments_2__set__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_4Rule_15word_alignments_4__del__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_7TrieMap___cinit__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, int __pyx_v_alphabet_size); /* proto */ +static void __pyx_pf_3_sa_7TrieMap_2__dealloc__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7TrieMap_4insert(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_7TrieMap_6contains(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_7TrieMap_8toMap(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_flag); /* proto */ +static int __pyx_pf_3_sa_14Precomputation___cinit__(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_from_stats, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_precompute_rank, PyObject *__pyx_v_precompute_secondary_rank, PyObject *__pyx_v_max_length, PyObject *__pyx_v_max_nonterminals, PyObject *__pyx_v_train_max_initial_size, PyObject *__pyx_v_train_min_gap_size); /* proto */ +static PyObject *__pyx_pf_3_sa_14Precomputation_2read_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_14Precomputation_4write_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_14Precomputation_6precompute(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_stats, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sarray); /* proto */ +static int __pyx_pf_3_sa_11SuffixArray___cinit__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_2__getitem__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_4getSentId(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_6getSent(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_8getSentPos(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_10read_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_12q3sort(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, int __pyx_v_h, struct __pyx_obj_3_sa_IntList *__pyx_v_isa, PyObject *__pyx_v_pad); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_14write_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_16read_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_18write_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_20write_enhanced(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_22lookup(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_word, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high); /* proto */ +static int __pyx_pf_3_sa_8TrieNode___cinit__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_8TrieNode_8children___get__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_8TrieNode_8children_2__set__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_8TrieNode_8children_4__del__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode___cinit__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_phrase, PyObject *__pyx_v_phrase_location, PyObject *__pyx_v_suffix_link); /* proto */ +static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_6phrase___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable___cinit__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_extended); /* proto */ +static PyObject *__pyx_pf_3_sa_9TrieTable_8extended___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_8extended_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_3_sa_9TrieTable_5count___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_5count_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_3_sa_9TrieTable_4root___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_4root_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_4root_4__del__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_14PhraseLocation___cinit__(struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_self, int __pyx_v_sa_low, int __pyx_v_sa_high, int __pyx_v_arr_low, int __pyx_v_arr_high, PyObject *__pyx_v_arr, int __pyx_v_num_subpatterns); /* proto */ +static int __pyx_pf_3_sa_7Sampler___cinit__(struct __pyx_obj_3_sa_Sampler *__pyx_v_self, int __pyx_v_sample_size, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray); /* proto */ +static PyObject *__pyx_pf_3_sa_7Sampler_2sample(struct __pyx_obj_3_sa_Sampler *__pyx_v_self, struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_phrase_location); /* proto */ +static int __pyx_pf_3_sa_23HieroCachingRuleFactory___cinit__(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_Alignment *__pyx_v_alignment, float __pyx_v_by_slack_factor, char *__pyx_v_category, PyObject *__pyx_v_max_chunks, unsigned int __pyx_v_max_initial_size, unsigned int __pyx_v_max_length, unsigned int __pyx_v_max_nonterminals, PyObject *__pyx_v_max_target_chunks, PyObject *__pyx_v_max_target_length, unsigned int __pyx_v_min_gap_size, PyObject *__pyx_v_precompute_file, unsigned int __pyx_v_precompute_secondary_rank, unsigned int __pyx_v_precompute_rank, int __pyx_v_require_aligned_terminal, int __pyx_v_require_aligned_chunks, unsigned int __pyx_v_train_max_initial_size, unsigned int __pyx_v_train_min_gap_size, int __pyx_v_tight_phrases, int __pyx_v_use_baeza_yates, int __pyx_v_use_collocations, int __pyx_v_use_index); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_2configure(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray, struct __pyx_obj_3_sa_DataArray *__pyx_v_edarray, struct __pyx_obj_3_sa_Sampler *__pyx_v_sampler); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_4pattern2phrase(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_6pattern2phrase_plus(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_10get_precomputed_collocation(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_phrase); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_12advance(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_frontier, PyObject *__pyx_v_res, PyObject *__pyx_v_fwords); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_14get_all_nodes_isteps_away(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_skip, PyObject *__pyx_v_i, PyObject *__pyx_v_spanlen, PyObject *__pyx_v_pathlen, PyObject *__pyx_v_fwords, PyObject *__pyx_v_next_states, PyObject *__pyx_v_reachable_buffer); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_16reachable(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_dist); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_18shortest(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_ito); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_20get_next_states(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v__columns, PyObject *__pyx_v_curr_idx, PyObject *__pyx_v_min_dist); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_22input(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_models); /* proto */ +static char __pyx_k_1[] = ".gz"; +static char __pyx_k_2[] = "Requested index %d of %d-length FloatList"; +static char __pyx_k_3[] = "IntList["; +static char __pyx_k_4[] = ","; +static char __pyx_k_5[] = "]"; +static char __pyx_k_6[] = "len="; +static char __pyx_k_7[] = "Requested index %d of %d-length IntList"; +static char __pyx_k_8[] = "Requested index %d:%d of %d-length IntList"; +static char __pyx_k_9[] = "Illegal key type %s for IntList"; +static char __pyx_k_13[] = "%s "; +static char __pyx_k_14[] = "\n"; +static char __pyx_k_18[] = "%d "; +static char __pyx_k_22[] = "%s %d "; +static char __pyx_k_24[] = "write_enhanced_handle"; +static char __pyx_k_28[] = "-"; +static char __pyx_k_32[] = "%d-%d "; +static char __pyx_k_39[] = "%d-%d out of bounds (I=%d,J=%d) in line %d\n"; +static char __pyx_k_42[] = ""; +static char __pyx_k_43[] = "Sort error in CLex"; +static char __pyx_k_45[] = " "; +static char __pyx_k_47[] = "%d %f %f "; +static char __pyx_k_49[] = "%d %s "; +static char __pyx_k_53[] = "%s %s %.6f %.6f\n"; +static char __pyx_k_55[] = " ("; +static char __pyx_k_56[] = ")"; +static char __pyx_k_57[] = "Constructing LCP array"; +static char __pyx_k_59[] = "LCP array completed"; +static char __pyx_k_61[] = "[%s,%d]"; +static char __pyx_k_62[] = "[%s]"; +static char __pyx_k_63[] = "\\"; +static char __pyx_k_64[] = " "; +static char __pyx_k_65[] = "Invalid LHS symbol: %d"; +static char __pyx_k_66[] = "%d-%d"; +static char __pyx_k_67[] = " ||| "; +static char __pyx_k_68[] = "precompute_secondary_rank"; +static char __pyx_k_69[] = "train_max_initial_size"; +static char __pyx_k_70[] = "Precomputing frequent intersections"; +static char __pyx_k_72[] = " Computing inverted indexes..."; +static char __pyx_k_74[] = " Computing collocations..."; +static char __pyx_k_76[] = " %d sentences"; +static char __pyx_k_81[] = "X "; +static char __pyx_k_82[] = "ERROR: unexpected pattern %s in set of precomputed collocations"; +static char __pyx_k_83[] = "RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d"; +static char __pyx_k_84[] = "Precomputed collocations for %d patterns out of %d possible (upper bound %d)"; +static char __pyx_k_85[] = "Precomputed inverted index for %d patterns "; +static char __pyx_k_86[] = "Precomputation took %f seconds"; +static char __pyx_k_87[] = " Bucket sort took %f seconds"; +static char __pyx_k_88[] = " Refining, sort depth = %d"; +static char __pyx_k_89[] = " Refinement took %f seconds"; +static char __pyx_k_90[] = " Finalizing sort..."; +static char __pyx_k_92[] = "Suffix array construction took %f seconds"; +static char __pyx_k_93[] = "Unexpected condition found in q3sort: sort from %d to %d"; +static char __pyx_k_98[] = "Sampling strategy: uniform, max sample size = %d"; +static char __pyx_k_99[] = "Sampling strategy: no sampling"; +static char __pyx_k__0[] = "0"; +static char __pyx_k__1[] = "1"; +static char __pyx_k__e[] = "e"; +static char __pyx_k__f[] = "f"; +static char __pyx_k__h[] = "h"; +static char __pyx_k__i[] = "i"; +static char __pyx_k__j[] = "j"; +static char __pyx_k__r[] = "r"; +static char __pyx_k__w[] = "w"; +static char __pyx_k_101[] = "require_aligned_terminal"; +static char __pyx_k_102[] = "require_aligned_chunks"; +static char __pyx_k_103[] = "[X]"; +static char __pyx_k_104[] = "Must specify an alignment object"; +static char __pyx_k_106[] = "Reading precomputed data from file %s... "; +static char __pyx_k_107[] = "Precomputation done with max nonterminals %d, decoder uses %d"; +static char __pyx_k_108[] = "Precomputation done with max terminals %d, decoder uses %d"; +static char __pyx_k_109[] = "Precomputation done with max initial size %d, decoder uses %d"; +static char __pyx_k_110[] = "Precomputation done with min gap size %d, decoder uses %d"; +static char __pyx_k_111[] = "Converting %d hash keys on precomputed inverted index... "; +static char __pyx_k_112[] = "Converting %d hash keys on precomputed collocations... "; +static char __pyx_k_113[] = "Processing precomputations took %f seconds"; +static char __pyx_k_114[] = "{"; + static char __pyx_k_115[] = "("; +static char __pyx_k_116[] = "}"; +static char __pyx_k_117[] = "get_precomputed_collocation"; +static char __pyx_k_118[] = "double binary"; +static char __pyx_k_119[] = "Keyword trie error"; +static char __pyx_k_121[] = "get_all_nodes_isteps_away"; +static char __pyx_k_122[] = "Total time for rule lookup, extraction, and scoring = %f seconds"; +static char __pyx_k_123[] = " Extract time = %f seconds"; +static char __pyx_k_124[] = "No aligned terminals"; +static char __pyx_k_125[] = "Unaligned chunk"; +static char __pyx_k_126[] = "Gaps are not tight phrases"; +static char __pyx_k_127[] = "Inside edges of preceding subphrase are not tight"; +static char __pyx_k_128[] = "Inside edges of following subphrase are not tight"; +static char __pyx_k_129[] = "Subphrase [%d, %d] failed integrity check"; +static char __pyx_k_130[] = "Didn't extract anything from [%d, %d] -> [%d, %d]"; +static char __pyx_k_131[] = "Unable to extract basic phrase"; +static char __pyx_k_134[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/_sa.pyx"; +static char __pyx_k_135[] = "cdec.sa"; +static char __pyx_k_139[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi"; +static char __pyx_k_140[] = "*EPS*"; +static char __pyx_k__gc[] = "gc"; +static char __pyx_k__sa[] = "sa"; +static char __pyx_k___sa[] = "_sa"; +static char __pyx_k__arr[] = "arr"; +static char __pyx_k__cmp[] = "cmp"; +static char __pyx_k__col[] = "col"; +static char __pyx_k__end[] = "end"; +static char __pyx_k__isa[] = "isa"; +static char __pyx_k__ito[] = "ito"; +static char __pyx_k__lhs[] = "lhs"; +static char __pyx_k__low[] = "low"; +static char __pyx_k__map[] = "map"; +static char __pyx_k__pad[] = "pad"; +static char __pyx_k__res[] = "res"; +static char __pyx_k__zip[] = "zip"; +static char __pyx_k__NULL[] = "NULL"; +static char __pyx_k__dist[] = "dist"; +static char __pyx_k__gzip[] = "gzip"; +static char __pyx_k__high[] = "high"; +static char __pyx_k__info[] = "info"; +static char __pyx_k__join[] = "join"; +static char __pyx_k__open[] = "open"; +static char __pyx_k__seek[] = "seek"; +static char __pyx_k__size[] = "size"; +static char __pyx_k__skip[] = "skip"; +static char __pyx_k__stop[] = "stop"; +static char __pyx_k__warn[] = "warn"; +static char __pyx_k__word[] = "word"; +static char __pyx_k___SEP_[] = "_SEP_"; +static char __pyx_k__arity[] = "arity"; +static char __pyx_k__debug[] = "debug"; +static char __pyx_k__eword[] = "eword"; +static char __pyx_k__fword[] = "fword"; +static char __pyx_k__ifrom[] = "ifrom"; +static char __pyx_k__index[] = "index"; +static char __pyx_k__merge[] = "merge"; +static char __pyx_k__range[] = "range"; +static char __pyx_k__reset[] = "reset"; +static char __pyx_k__split[] = "split"; +static char __pyx_k__start[] = "start"; +static char __pyx_k__stats[] = "stats"; +static char __pyx_k__toMap[] = "toMap"; +static char __pyx_k__words[] = "words"; +static char __pyx_k__write[] = "write"; +static char __pyx_k__earray[] = "earray"; +static char __pyx_k__extend[] = "extend"; +static char __pyx_k__fwords[] = "fwords"; +static char __pyx_k__get_id[] = "get_id"; +static char __pyx_k__insert[] = "insert"; +static char __pyx_k__logger[] = "logger"; +static char __pyx_k__lookup[] = "lookup"; +static char __pyx_k__models[] = "models"; +static char __pyx_k__offset[] = "offset"; +static char __pyx_k__phrase[] = "phrase"; +static char __pyx_k__q3sort[] = "q3sort"; +static char __pyx_k__sa_low[] = "sa_low"; +static char __pyx_k__sample[] = "sample"; +static char __pyx_k__sarray[] = "sarray"; +static char __pyx_k__scores[] = "scores"; +static char __pyx_k__sorted[] = "sorted"; +static char __pyx_k__string[] = "string"; +static char __pyx_k__unlink[] = "unlink"; +static char __pyx_k__advance[] = "advance"; +static char __pyx_k__arr_low[] = "arr_low"; +static char __pyx_k__collect[] = "collect"; +static char __pyx_k__edarray[] = "edarray"; +static char __pyx_k__fsarray[] = "fsarray"; +static char __pyx_k__getSent[] = "getSent"; +static char __pyx_k__logging[] = "logging"; +static char __pyx_k__pathlen[] = "pathlen"; +static char __pyx_k__sa_high[] = "sa_high"; +static char __pyx_k__sampler[] = "sampler"; +static char __pyx_k__spanlen[] = "spanlen"; +static char __pyx_k__GzipFile[] = "GzipFile"; +static char __pyx_k____exit__[] = "__exit__"; +static char __pyx_k____main__[] = "__main__"; +static char __pyx_k____test__[] = "__test__"; +static char __pyx_k___columns[] = "_columns"; +static char __pyx_k__arr_high[] = "arr_high"; +static char __pyx_k__category[] = "category"; +static char __pyx_k__children[] = "children"; +static char __pyx_k__curr_idx[] = "curr_idx"; +static char __pyx_k__extended[] = "extended"; +static char __pyx_k__filename[] = "filename"; +static char __pyx_k__frontier[] = "frontier"; +static char __pyx_k__get_e_id[] = "get_e_id"; +static char __pyx_k__get_f_id[] = "get_f_id"; +static char __pyx_k__get_word[] = "get_word"; +static char __pyx_k__getchunk[] = "getchunk"; +static char __pyx_k__min_dist[] = "min_dist"; +static char __pyx_k__resource[] = "resource"; +static char __pyx_k__ru_stime[] = "ru_stime"; +static char __pyx_k__ru_utime[] = "ru_utime"; +static char __pyx_k__shortest[] = "shortest"; +static char __pyx_k__terminal[] = "terminal"; +static char __pyx_k__Exception[] = "Exception"; +static char __pyx_k__TypeError[] = "TypeError"; +static char __pyx_k____enter__[] = "__enter__"; +static char __pyx_k__alignment[] = "alignment"; +static char __pyx_k__enumerate[] = "enumerate"; +static char __pyx_k__from_data[] = "from_data"; +static char __pyx_k__from_text[] = "from_text"; +static char __pyx_k__getLogger[] = "getLogger"; +static char __pyx_k__getSentId[] = "getSentId"; +static char __pyx_k__getrusage[] = "getrusage"; +static char __pyx_k__increment[] = "increment"; +static char __pyx_k__iteritems[] = "iteritems"; +static char __pyx_k__partition[] = "partition"; +static char __pyx_k__reachable[] = "reachable"; +static char __pyx_k__read_text[] = "read_text"; +static char __pyx_k__use_index[] = "use_index"; +static char __pyx_k__IndexError[] = "IndexError"; +static char __pyx_k__ValueError[] = "ValueError"; +static char __pyx_k__from_stats[] = "from_stats"; +static char __pyx_k__getSentPos[] = "getSentPos"; +static char __pyx_k__max_chunks[] = "max_chunks"; +static char __pyx_k__max_length[] = "max_length"; +static char __pyx_k__precompute[] = "precompute"; +static char __pyx_k__setdefault[] = "setdefault"; +static char __pyx_k__write_text[] = "write_text"; +static char __pyx_k__END_OF_FILE[] = "END_OF_FILE"; +static char __pyx_k__END_OF_LINE[] = "END_OF_LINE"; +static char __pyx_k__RUSAGE_SELF[] = "RUSAGE_SELF"; +static char __pyx_k__from_binary[] = "from_binary"; +static char __pyx_k__initial_len[] = "initial_len"; +static char __pyx_k__next_states[] = "next_states"; +static char __pyx_k__precomputed[] = "precomputed"; +static char __pyx_k__read_binary[] = "read_binary"; +static char __pyx_k__sample_size[] = "sample_size"; +static char __pyx_k__suffix_link[] = "suffix_link"; +static char __pyx_k__use_sent_id[] = "use_sent_id"; +static char __pyx_k___doquicksort[] = "_doquicksort"; +static char __pyx_k__gzip_or_text[] = "gzip_or_text"; +static char __pyx_k__min_gap_size[] = "min_gap_size"; +static char __pyx_k__StopIteration[] = "StopIteration"; +static char __pyx_k__alphabet_size[] = "alphabet_size"; +static char __pyx_k__tight_phrases[] = "tight_phrases"; +static char __pyx_k__pattern2phrase[] = "pattern2phrase"; +static char __pyx_k__sym_fromstring[] = "sym_fromstring"; +static char __pyx_k__by_slack_factor[] = "by_slack_factor"; +static char __pyx_k__get_next_states[] = "get_next_states"; +static char __pyx_k__num_subpatterns[] = "num_subpatterns"; +static char __pyx_k__phrase_location[] = "phrase_location"; +static char __pyx_k__precompute_file[] = "precompute_file"; +static char __pyx_k__precompute_rank[] = "precompute_rank"; +static char __pyx_k__use_baeza_yates[] = "use_baeza_yates"; +static char __pyx_k__word_alignments[] = "word_alignments"; +static char __pyx_k__max_initial_size[] = "max_initial_size"; 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if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_12); + __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0; + __Pyx_Raise(__pyx_t_12, 0, 0, 0); + __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; + {__pyx_filename = __pyx_f[5]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":125 + * if i >= I or j >= J: + * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) + * f_i = fsent[i] # <<<<<<<<<<<<<< + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 + */ + __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":126 + * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) + * f_i = fsent[i] + * e_j = esent[j] # <<<<<<<<<<<<<< + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 + */ + __pyx_v_e_j = (__pyx_v_esent[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":127 + * f_i = fsent[i] + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 # <<<<<<<<<<<<<< + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: + */ + (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":128 + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 # <<<<<<<<<<<<<< + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) + */ + (__pyx_v_emargin[__pyx_v_e_j]) = ((__pyx_v_emargin[__pyx_v_e_j]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":129 + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: # <<<<<<<<<<<<<< + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 + */ + __pyx_t_10 = ((__pyx_v_dict[__pyx_v_f_i]) == NULL); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":130 + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) # <<<<<<<<<<<<<< + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 + */ + (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_3_sa_new_node(__pyx_v_e_j); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":131 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * else: + */ + (__pyx_v_dict[__pyx_v_f_i])->val = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":132 + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * else: + * count = get_val(dict[f_i], e_j) + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L16; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":134 + * num_pairs = num_pairs + 1 + * else: + * count = get_val(dict[f_i], e_j) # <<<<<<<<<<<<<< + * if count[0] == 0: + * num_pairs = num_pairs + 1 + */ + __pyx_v_count = __pyx_f_3_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_e_j); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":135 + * else: + * count = get_val(dict[f_i], e_j) + * if count[0] == 0: # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + */ + __pyx_t_10 = ((__pyx_v_count[0]) == 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":136 + * count = get_val(dict[f_i], e_j) + * if count[0] == 0: + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * count[0] = count[0] + 1 + * # add count + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":137 + * if count[0] == 0: + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 # <<<<<<<<<<<<<< + * # add count + * faligned[i] = 1 + */ + (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":139 + * count[0] = count[0] + 1 + * # add count + * faligned[i] = 1 # <<<<<<<<<<<<<< + * ealigned[j] = 1 + * for i from 0 <= i < I: + */ + (__pyx_v_faligned[__pyx_v_i]) = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":140 + * # add count + * faligned[i] = 1 + * ealigned[j] = 1 # <<<<<<<<<<<<<< + * for i from 0 <= i < I: + * if faligned[i] == 0: + */ + (__pyx_v_ealigned[__pyx_v_j]) = 1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":141 + * faligned[i] = 1 + * ealigned[j] = 1 + * for i from 0 <= i < I: # <<<<<<<<<<<<<< + * if faligned[i] == 0: + * f_i = fsent[i] + */ + __pyx_t_7 = __pyx_v_I; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":142 + * ealigned[j] = 1 + * for i from 0 <= i < I: + * if faligned[i] == 0: # <<<<<<<<<<<<<< + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 + */ + __pyx_t_10 = ((__pyx_v_faligned[__pyx_v_i]) == 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":143 + * for i from 0 <= i < I: + * if faligned[i] == 0: + * f_i = fsent[i] # <<<<<<<<<<<<<< + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 + */ + __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":144 + * if faligned[i] == 0: + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 # <<<<<<<<<<<<<< + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: + */ + (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":145 + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 # <<<<<<<<<<<<<< + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) + */ + (__pyx_v_emargin[__pyx_v_null_word]) = ((__pyx_v_emargin[__pyx_v_null_word]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":146 + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: # <<<<<<<<<<<<<< + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 + */ + __pyx_t_10 = ((__pyx_v_dict[__pyx_v_f_i]) == NULL); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":147 + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) # <<<<<<<<<<<<<< + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 + */ + (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_3_sa_new_node(__pyx_v_null_word); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":148 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * else: + */ + (__pyx_v_dict[__pyx_v_f_i])->val = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":149 + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * else: + * count = get_val(dict[f_i], null_word) + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L21; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":151 + * num_pairs = num_pairs + 1 + * else: + * count = get_val(dict[f_i], null_word) # <<<<<<<<<<<<<< + * if count[0] == 0: + * num_pairs = num_pairs + 1 + */ + __pyx_v_count = __pyx_f_3_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_null_word); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":152 + * else: + * count = get_val(dict[f_i], null_word) + * if count[0] == 0: # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + */ + __pyx_t_10 = ((__pyx_v_count[0]) == 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":153 + * count = get_val(dict[f_i], null_word) + * if count[0] == 0: + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * count[0] = count[0] + 1 + * for j from 0 <= j < J: + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":154 + * if count[0] == 0: + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 # <<<<<<<<<<<<<< + * for j from 0 <= j < J: + * if ealigned[j] == 0: + */ + (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); + } + __pyx_L21:; + goto __pyx_L20; + } + __pyx_L20:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":155 + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + * for j from 0 <= j < J: # <<<<<<<<<<<<<< + * if ealigned[j] == 0: + * e_j = esent[j] + */ + __pyx_t_7 = __pyx_v_J; + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_7; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":156 + * count[0] = count[0] + 1 + * for j from 0 <= j < J: + * if ealigned[j] == 0: # <<<<<<<<<<<<<< + * e_j = esent[j] + * fmargin[null_word] = fmargin[null_word] + 1 + */ + __pyx_t_10 = ((__pyx_v_ealigned[__pyx_v_j]) == 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":157 + * for j from 0 <= j < J: + * if ealigned[j] == 0: + * e_j = esent[j] # <<<<<<<<<<<<<< + * fmargin[null_word] = fmargin[null_word] + 1 + * emargin[e_j] = emargin[e_j] + 1 + */ + __pyx_v_e_j = (__pyx_v_esent[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":158 + * if ealigned[j] == 0: + * e_j = esent[j] + * fmargin[null_word] = fmargin[null_word] + 1 # <<<<<<<<<<<<<< + * emargin[e_j] = emargin[e_j] + 1 + * if dict[null_word] == NULL: + */ + (__pyx_v_fmargin[__pyx_v_null_word]) = ((__pyx_v_fmargin[__pyx_v_null_word]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":159 + * e_j = esent[j] + * fmargin[null_word] = fmargin[null_word] + 1 + * emargin[e_j] = emargin[e_j] + 1 # <<<<<<<<<<<<<< + * if dict[null_word] == NULL: + * dict[null_word] = new_node(e_j) + */ + (__pyx_v_emargin[__pyx_v_e_j]) = ((__pyx_v_emargin[__pyx_v_e_j]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":160 + * fmargin[null_word] = fmargin[null_word] + 1 + * emargin[e_j] = emargin[e_j] + 1 + * if dict[null_word] == NULL: # <<<<<<<<<<<<<< + * dict[null_word] = new_node(e_j) + * dict[null_word].val = 1 + */ + __pyx_t_10 = ((__pyx_v_dict[__pyx_v_null_word]) == NULL); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":161 + * emargin[e_j] = emargin[e_j] + 1 + * if dict[null_word] == NULL: + * dict[null_word] = new_node(e_j) # <<<<<<<<<<<<<< + * dict[null_word].val = 1 + * num_pairs = num_pairs + 1 + */ + (__pyx_v_dict[__pyx_v_null_word]) = __pyx_f_3_sa_new_node(__pyx_v_e_j); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":162 + * if dict[null_word] == NULL: + * dict[null_word] = new_node(e_j) + * dict[null_word].val = 1 # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * else: + */ + (__pyx_v_dict[__pyx_v_null_word])->val = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":163 + * dict[null_word] = new_node(e_j) + * dict[null_word].val = 1 + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * else: + * count = get_val(dict[null_word], e_j) + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L26; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":165 + * num_pairs = num_pairs + 1 + * else: + * count = get_val(dict[null_word], e_j) # <<<<<<<<<<<<<< + * if count[0] == 0: + * num_pairs = num_pairs + 1 + */ + __pyx_v_count = __pyx_f_3_sa_get_val((__pyx_v_dict[__pyx_v_null_word]), __pyx_v_e_j); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":166 + * else: + * count = get_val(dict[null_word], e_j) + * if count[0] == 0: # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + */ + __pyx_t_10 = ((__pyx_v_count[0]) == 0); 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+ if (!__pyx_t_1) { + __pyx_t_2 = (__pyx_v_i == __pyx_v_veb->max_val); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":212 + * veb.max_val = i + * elif i == veb.min_val or i == veb.max_val: + * return 0 # <<<<<<<<<<<<<< + * else: + * if i < veb.min_val: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L3; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":214 + * return 0 + * else: + * if i < veb.min_val: # <<<<<<<<<<<<<< + * tmp = i + * i = veb.min_val + */ + __pyx_t_3 = (__pyx_v_i < __pyx_v_veb->min_val); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":215 + * else: + * if i < veb.min_val: + * tmp = i # <<<<<<<<<<<<<< + * i = veb.min_val + * veb.min_val = tmp + */ + __pyx_v_tmp = __pyx_v_i; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":216 + * if i < veb.min_val: + * tmp = i + * i = veb.min_val # <<<<<<<<<<<<<< + * veb.min_val = tmp + * a = i >> veb.num_bottom_bits + */ + __pyx_v_i = __pyx_v_veb->min_val; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":217 + * tmp = i + * i = veb.min_val + * veb.min_val = tmp # <<<<<<<<<<<<<< + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + */ + __pyx_v_veb->min_val = __pyx_v_tmp; + goto __pyx_L4; + } + __pyx_L4:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":218 + * i = veb.min_val + * veb.min_val = tmp + * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<< + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * if veb.bottom[a] == NULL: + */ + __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":219 + * veb.min_val = tmp + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<< + * if veb.bottom[a] == NULL: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + __pyx_v_b = (__pyx_v_i & (__pyx_v_3_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":220 + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * if veb.bottom[a] == NULL: # <<<<<<<<<<<<<< + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top + */ + __pyx_t_3 = ((__pyx_v_veb->bottom[__pyx_v_a]) == NULL); 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+ + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":226 + * else: + * subb = <_BitSet*> veb.top + * bitset_insert(subb, a) # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + */ + __pyx_f_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_a); + } + __pyx_L6:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":227 + * subb = <_BitSet*> veb.top + * bitset_insert(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + * else: + */ + __pyx_t_3 = (__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":228 + * bitset_insert(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) # <<<<<<<<<<<<<< + * else: + * veb.bottom[a] = new_BitSet() + */ + (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_3_sa_new_VEB((1 << __pyx_v_veb->num_bottom_bits)); + goto __pyx_L7; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":230 + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + * else: + * veb.bottom[a] = new_BitSet() # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + */ + (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_3_sa_new_BitSet(); + } + __pyx_L7:; + goto __pyx_L5; + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":231 + * else: + * veb.bottom[a] = new_BitSet() + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: + */ + __pyx_t_3 = (__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":232 + * veb.bottom[a] = new_BitSet() + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< + * if VEB_insert(subv, b) == 0: + * return 0 + */ + __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":233 + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: # <<<<<<<<<<<<<< + * return 0 + * else: + */ + __pyx_t_3 = (__pyx_f_3_sa_VEB_insert(__pyx_v_subv, __pyx_v_b) == 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":234 + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: + * return 0 # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.bottom[a] + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L9; + } + __pyx_L9:; + goto __pyx_L8; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":236 + * return 0 + * else: + * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< + * if bitset_insert(subb, b) == 0: + * return 0 + */ + __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":237 + * else: + * subb = <_BitSet*> veb.bottom[a] + * if bitset_insert(subb, b) == 0: # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_t_3 = (__pyx_f_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_b) == 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":238 + * subb = <_BitSet*> veb.bottom[a] + * if bitset_insert(subb, b) == 0: + * return 0 # <<<<<<<<<<<<<< + * + * if i > veb.max_val: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L10; + } + __pyx_L10:; + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":240 + * return 0 + * + * if i > veb.max_val: # <<<<<<<<<<<<<< + * veb.max_val = i + * veb.size = veb.size + 1 + */ + __pyx_t_3 = (__pyx_v_i > __pyx_v_veb->max_val); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":241 + * + * if i > veb.max_val: + * veb.max_val = i # <<<<<<<<<<<<<< + * veb.size = veb.size + 1 + * return 1 + */ + __pyx_v_veb->max_val = __pyx_v_i; + goto __pyx_L11; + } + __pyx_L11:; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":242 + * if i > veb.max_val: + * veb.max_val = i + * veb.size = veb.size + 1 # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_v_veb->size = (__pyx_v_veb->size + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":243 + * veb.max_val = i + * veb.size = veb.size + 1 + * return 1 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = 1; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":246 + * + * + * cdef del_VEB(_VEB* veb): # <<<<<<<<<<<<<< + * cdef int i + * + */ + +static PyObject *__pyx_f_3_sa_del_VEB(struct __pyx_t_3_sa__VEB *__pyx_v_veb) { + int __pyx_v_i; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + PyObject *__pyx_t_2 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("del_VEB", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":249 + * cdef int i + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * i = (<_VEB*> veb.top).min_val + * else: + */ + __pyx_t_1 = (__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":250 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * i = (<_VEB*> veb.top).min_val # <<<<<<<<<<<<<< + * else: + * i = (<_BitSet*> veb.top).min_val + */ + __pyx_v_i = ((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top)->min_val; + goto __pyx_L3; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":252 + * i = (<_VEB*> veb.top).min_val + * else: + * i = (<_BitSet*> veb.top).min_val # <<<<<<<<<<<<<< + * + * while i != -1: + */ + __pyx_v_i = ((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top)->min_val; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":254 + * i = (<_BitSet*> veb.top).min_val + * + * while i != -1: # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * del_VEB(<_VEB*> veb.bottom[i]) + */ + while (1) { + __pyx_t_1 = (__pyx_v_i != -1); + if (!__pyx_t_1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":255 + * + * while i != -1: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * del_VEB(<_VEB*> veb.bottom[i]) + * else: + */ + __pyx_t_1 = (__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":256 + * while i != -1: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * del_VEB(<_VEB*> veb.bottom[i]) # <<<<<<<<<<<<<< + * else: + * free(<_BitSet*> veb.bottom[i]) + */ + __pyx_t_2 = __pyx_f_3_sa_del_VEB(((struct __pyx_t_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_i]))); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + goto __pyx_L6; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":258 + * del_VEB(<_VEB*> veb.bottom[i]) + * else: + * free(<_BitSet*> veb.bottom[i]) # <<<<<<<<<<<<<< + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + free(((struct __pyx_t_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_i]))); + } + __pyx_L6:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":260 + * free(<_BitSet*> veb.bottom[i]) + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * i = VEB_findsucc(<_VEB*> veb.top, i) + * else: + */ + __pyx_t_1 = (__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":261 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * i = VEB_findsucc(<_VEB*> veb.top, i) # <<<<<<<<<<<<<< + * else: + * i = bitset_findsucc(<_BitSet*> veb.top, i) + */ + __pyx_v_i = __pyx_f_3_sa_VEB_findsucc(((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top), __pyx_v_i); + goto __pyx_L7; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":263 + * i = VEB_findsucc(<_VEB*> veb.top, i) + * else: + * i = bitset_findsucc(<_BitSet*> veb.top, i) # <<<<<<<<<<<<<< + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + __pyx_v_i = __pyx_f_3_sa_bitset_findsucc(((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top), __pyx_v_i); + } + __pyx_L7:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":265 + * i = bitset_findsucc(<_BitSet*> veb.top, i) + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * del_VEB(<_VEB*> veb.top) + * else: + */ + __pyx_t_1 = (__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":266 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * del_VEB(<_VEB*> veb.top) # <<<<<<<<<<<<<< + * else: + * free(<_BitSet*> veb.top) + */ + __pyx_t_2 = __pyx_f_3_sa_del_VEB(((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 266; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + goto __pyx_L8; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":268 + * del_VEB(<_VEB*> veb.top) + * else: + * free(<_BitSet*> veb.top) # <<<<<<<<<<<<<< + * free(veb.bottom) + * free(veb) + */ + free(((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top)); + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":269 + * else: + * free(<_BitSet*> veb.top) + * free(veb.bottom) # <<<<<<<<<<<<<< + * free(veb) + * + */ + free(__pyx_v_veb->bottom); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":270 + * free(<_BitSet*> veb.top) + * free(veb.bottom) + * free(veb) # <<<<<<<<<<<<<< + * + * + */ + free(__pyx_v_veb); + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("_sa.del_VEB", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":273 + * + * + * cdef int VEB_findsucc(_VEB* veb, int i): # <<<<<<<<<<<<<< + * cdef _VEB* subv + * cdef _BitSet* subb + */ + +static int __pyx_f_3_sa_VEB_findsucc(struct __pyx_t_3_sa__VEB *__pyx_v_veb, int __pyx_v_i) { + struct __pyx_t_3_sa__VEB *__pyx_v_subv; + struct __pyx_t_3_sa__BitSet *__pyx_v_subb; + int __pyx_v_a; + int __pyx_v_b; + int __pyx_v_j; + int __pyx_v_c; + int __pyx_v_found; + int __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + __Pyx_RefNannySetupContext("VEB_findsucc", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":278 + * cdef int a, b, j, c, found + * + * if veb.max_val == -1 or i>=veb.max_val: # <<<<<<<<<<<<<< + * return -1 + * if i < veb.min_val: + */ + __pyx_t_1 = (__pyx_v_veb->max_val == -1); + if (!__pyx_t_1) { + __pyx_t_2 = (__pyx_v_i >= __pyx_v_veb->max_val); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":279 + * + * if veb.max_val == -1 or i>=veb.max_val: + * return -1 # <<<<<<<<<<<<<< + * if i < veb.min_val: + * return veb.min_val + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":280 + * if veb.max_val == -1 or i>=veb.max_val: + * return -1 + * if i < veb.min_val: # <<<<<<<<<<<<<< + * return veb.min_val + * + */ + __pyx_t_3 = (__pyx_v_i < __pyx_v_veb->min_val); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":281 + * return -1 + * if i < veb.min_val: + * return veb.min_val # <<<<<<<<<<<<<< + * + * a = i >> veb.num_bottom_bits + */ + __pyx_r = __pyx_v_veb->min_val; + goto __pyx_L0; + goto __pyx_L4; + } + __pyx_L4:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":283 + * return veb.min_val + * + * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<< + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 + */ + __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":284 + * + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<< + * found = 0 + * if veb.bottom[a] != NULL: + */ + __pyx_v_b = (__pyx_v_i & (__pyx_v_3_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":285 + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 # <<<<<<<<<<<<<< + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + */ + __pyx_v_found = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":286 + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 + * if veb.bottom[a] != NULL: # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + */ + __pyx_t_3 = ((__pyx_v_veb->bottom[__pyx_v_a]) != NULL); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":287 + * found = 0 + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: + */ + __pyx_t_3 = (__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":288 + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + */ + __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":289 + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: # <<<<<<<<<<<<<< + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + * found = 1 + */ + __pyx_t_3 = (__pyx_v_subv->max_val > __pyx_v_b); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":290 + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) # <<<<<<<<<<<<<< + * found = 1 + * else: + */ + __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_3_sa_VEB_findsucc(__pyx_v_subv, __pyx_v_b)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":291 + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + * found = 1 # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.bottom[a] + */ + __pyx_v_found = 1; + goto __pyx_L7; + } + __pyx_L7:; + goto __pyx_L6; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":293 + * found = 1 + * else: + * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + */ + __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":294 + * else: + * subb = <_BitSet*> veb.bottom[a] + * if subb.max_val > b: # <<<<<<<<<<<<<< + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 + */ + __pyx_t_3 = (__pyx_v_subb->max_val > __pyx_v_b); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":295 + * subb = <_BitSet*> veb.bottom[a] + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) # <<<<<<<<<<<<<< + * found = 1 + * if found==0: + */ + __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_3_sa_bitset_findsucc(__pyx_v_subb, __pyx_v_b)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":296 + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 # <<<<<<<<<<<<<< + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + __pyx_v_found = 1; + goto __pyx_L8; + } + __pyx_L8:; + } + __pyx_L6:; + goto __pyx_L5; + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":297 + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 + * if found==0: # <<<<<<<<<<<<<< + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top + */ + __pyx_t_3 = (__pyx_v_found == 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":298 + * found = 1 + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.top + * c = VEB_findsucc(subv, a) + */ + __pyx_t_3 = (__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":299 + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top # <<<<<<<<<<<<<< + * c = VEB_findsucc(subv, a) + * else: + */ + __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":300 + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top + * c = VEB_findsucc(subv, a) # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.top + */ + __pyx_v_c = __pyx_f_3_sa_VEB_findsucc(__pyx_v_subv, __pyx_v_a); + goto __pyx_L10; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":302 + * c = VEB_findsucc(subv, a) + * else: + * subb = <_BitSet*> veb.top # <<<<<<<<<<<<<< + * c = bitset_findsucc(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + */ + __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":303 + * else: + * subb = <_BitSet*> veb.top + * c = bitset_findsucc(subb, a) # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[c] + */ + __pyx_v_c = __pyx_f_3_sa_bitset_findsucc(__pyx_v_subb, __pyx_v_a); + } + __pyx_L10:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":304 + * subb = <_BitSet*> veb.top + * c = bitset_findsucc(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.bottom[c] + * j = (c << veb.num_bottom_bits) + subv.min_val + */ + __pyx_t_3 = (__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS); 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_75), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":330 + * + * logger.info(" Computing collocations...") + * N = len(queue) # <<<<<<<<<<<<<< + * ptr1 = 0 + * sent_count = 0 + */ + __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_queue)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_N = __pyx_t_2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":331 + * logger.info(" Computing collocations...") + * N = len(queue) + * ptr1 = 0 # <<<<<<<<<<<<<< + * sent_count = 0 + * while ptr1 < N: # main loop + */ + __pyx_v_ptr1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":332 + * N = len(queue) + * ptr1 = 0 + * sent_count = 0 # <<<<<<<<<<<<<< + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] + */ + __pyx_v_sent_count = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":333 + * ptr1 = 0 + * sent_count = 0 + * while ptr1 < N: # main loop # <<<<<<<<<<<<<< + * i1 = queue.arr[ptr1] + * if i1 > -1: + */ + while (1) { + __pyx_t_11 = (__pyx_v_ptr1 < __pyx_v_N); + if (!__pyx_t_11) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":334 + * sent_count = 0 + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] # <<<<<<<<<<<<<< + * if i1 > -1: + * l1 = queue.arr[ptr1+1] + */ + __pyx_v_i1 = (__pyx_v_queue->arr[__pyx_v_ptr1]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":335 + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] + * if i1 > -1: # <<<<<<<<<<<<<< + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 + */ + __pyx_t_11 = (__pyx_v_i1 > -1); + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":336 + * i1 = queue.arr[ptr1] + * if i1 > -1: + * l1 = queue.arr[ptr1+1] # <<<<<<<<<<<<<< + * ptr2 = ptr1 + 2 + * while ptr2 < N: + */ + __pyx_v_l1 = (__pyx_v_queue->arr[(__pyx_v_ptr1 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":337 + * if i1 > -1: + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 # <<<<<<<<<<<<<< + * while ptr2 < N: + * i2 = queue.arr[ptr2] + */ + __pyx_v_ptr2 = (__pyx_v_ptr1 + 2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":338 + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 + * while ptr2 < N: # <<<<<<<<<<<<<< + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + */ + while (1) { + __pyx_t_11 = (__pyx_v_ptr2 < __pyx_v_N); + if (!__pyx_t_11) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":339 + * ptr2 = ptr1 + 2 + * while ptr2 < N: + * i2 = queue.arr[ptr2] # <<<<<<<<<<<<<< + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break + */ + __pyx_v_i2 = (__pyx_v_queue->arr[__pyx_v_ptr2]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":340 + * while ptr2 < N: + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< + * break + * l2 = queue.arr[ptr2+1] + */ + __pyx_t_11 = (__pyx_v_i2 == -1); + if (!__pyx_t_11) { + __pyx_t_17 = ((__pyx_v_i2 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size); + __pyx_t_18 = __pyx_t_17; + } else { + __pyx_t_18 = __pyx_t_11; + } + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":341 + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break # <<<<<<<<<<<<<< + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and + */ + goto __pyx_L19_break; + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":342 + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break + * l2 = queue.arr[ptr2+1] # <<<<<<<<<<<<<< + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and + */ + __pyx_v_l2 = (__pyx_v_queue->arr[(__pyx_v_ptr2 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":343 + * break + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): + */ + __pyx_t_18 = (((__pyx_v_i2 - __pyx_v_i1) - __pyx_v_l1) >= __pyx_v_self->train_min_gap_size); + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":344 + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) + */ + __pyx_t_11 = (((__pyx_v_i2 + __pyx_v_l2) - __pyx_v_i1) <= __pyx_v_self->train_max_initial_size); + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":345 + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): # <<<<<<<<<<<<<< + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + */ + __pyx_t_17 = (((__pyx_v_l1 + __pyx_v_l2) + 1) <= __pyx_v_self->max_length); + __pyx_t_19 = __pyx_t_17; + } else { + __pyx_t_19 = __pyx_t_11; + } + __pyx_t_11 = __pyx_t_19; + } else { + __pyx_t_11 = __pyx_t_18; + } + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":346 + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) # <<<<<<<<<<<<<< + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + */ + __pyx_v_node = ((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_collocations->__pyx_vtab)->_insert(__pyx_v_collocations, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":347 + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) # <<<<<<<<<<<<<< + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) + */ + __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, -1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":348 + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: # <<<<<<<<<<<<<< + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) + */ + __pyx_t_13 = (__pyx_v_i2 + __pyx_v_l2); + for (__pyx_v_i = __pyx_v_i2; __pyx_v_i < __pyx_t_13; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":349 + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<< + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) + */ + __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i])); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":350 + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) # <<<<<<<<<<<<<< + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + */ + __pyx_t_3 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":351 + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) # <<<<<<<<<<<<<< + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + */ + __pyx_t_3 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":352 + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: # <<<<<<<<<<<<<< + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + * is_super = 1 + */ + __pyx_t_11 = (((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i2), __pyx_v_l2) != NULL); + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":353 + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: # <<<<<<<<<<<<<< + * is_super = 1 + * else: + */ + __pyx_t_11 = (((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1) != NULL); + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":354 + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + * is_super = 1 # <<<<<<<<<<<<<< + * else: + * is_super = 0 + */ + __pyx_v_is_super = 1; + goto __pyx_L25; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":356 + * is_super = 1 + * else: + * is_super = 0 # <<<<<<<<<<<<<< + * ptr3 = ptr2 + 2 + * while ptr3 < N: + */ + __pyx_v_is_super = 0; + } + __pyx_L25:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":357 + * else: + * is_super = 0 + * ptr3 = ptr2 + 2 # <<<<<<<<<<<<<< + * while ptr3 < N: + * i3 = queue.arr[ptr3] + */ + __pyx_v_ptr3 = (__pyx_v_ptr2 + 2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":358 + * is_super = 0 + * ptr3 = ptr2 + 2 + * while ptr3 < N: # <<<<<<<<<<<<<< + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + */ + while (1) { + __pyx_t_11 = (__pyx_v_ptr3 < __pyx_v_N); + if (!__pyx_t_11) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":359 + * ptr3 = ptr2 + 2 + * while ptr3 < N: + * i3 = queue.arr[ptr3] # <<<<<<<<<<<<<< + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break + */ + __pyx_v_i3 = (__pyx_v_queue->arr[__pyx_v_ptr3]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":360 + * while ptr3 < N: + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< + * break + * l3 = queue.arr[ptr3+1] + */ + __pyx_t_11 = (__pyx_v_i3 == -1); + if (!__pyx_t_11) { + __pyx_t_18 = ((__pyx_v_i3 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size); + __pyx_t_19 = __pyx_t_18; + } else { + __pyx_t_19 = __pyx_t_11; + } + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":361 + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break # <<<<<<<<<<<<<< + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and + */ + goto __pyx_L27_break; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":362 + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break + * l3 = queue.arr[ptr3+1] # <<<<<<<<<<<<<< + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and + */ + __pyx_v_l3 = (__pyx_v_queue->arr[(__pyx_v_ptr3 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":363 + * break + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * i3 + l3 - i1 <= self.train_max_initial_size and + * l1+l2+l3+2 <= self.max_length): + */ + __pyx_t_19 = (((__pyx_v_i3 - __pyx_v_i2) - __pyx_v_l2) >= __pyx_v_self->train_min_gap_size); + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":364 + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * l1+l2+l3+2 <= self.max_length): + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + */ + __pyx_t_11 = (((__pyx_v_i3 + __pyx_v_l3) - __pyx_v_i1) <= __pyx_v_self->train_max_initial_size); + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":365 + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and + * l1+l2+l3+2 <= self.max_length): # <<<<<<<<<<<<<< + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + * node = collocations._insert(data.arr+i1, l1) + */ + __pyx_t_18 = ((((__pyx_v_l1 + __pyx_v_l2) + __pyx_v_l3) + 2) <= __pyx_v_self->max_length); + __pyx_t_17 = __pyx_t_18; + } else { + __pyx_t_17 = __pyx_t_11; + } + __pyx_t_11 = __pyx_t_17; + } else { + __pyx_t_11 = __pyx_t_19; + } + if (__pyx_t_11) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":366 + * i3 + l3 - i1 <= self.train_max_initial_size and + * l1+l2+l3+2 <= self.max_length): + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: # <<<<<<<<<<<<<< + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + */ + if (!__pyx_v_is_super) { + __pyx_t_11 = (((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i3), __pyx_v_l3) != NULL); + __pyx_t_19 = __pyx_t_11; + } else { + __pyx_t_19 = __pyx_v_is_super; + } + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":367 + * l1+l2+l3+2 <= self.max_length): + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + * node = collocations._insert(data.arr+i1, l1) # <<<<<<<<<<<<<< + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + */ + __pyx_v_node = ((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_collocations->__pyx_vtab)->_insert(__pyx_v_collocations, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":368 + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) # <<<<<<<<<<<<<< + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) + */ + __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, -1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":369 + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: # <<<<<<<<<<<<<< + * node = trie_insert(node, data.arr[i]) + * node = trie_insert(node, -1) + */ + __pyx_t_13 = (__pyx_v_i2 + __pyx_v_l2); + for (__pyx_v_i = __pyx_v_i2; __pyx_v_i < __pyx_t_13; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":370 + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<< + * node = trie_insert(node, -1) + * for i from i3 <= i < i3+l3: + */ + __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i])); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":371 + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) + * node = trie_insert(node, -1) # <<<<<<<<<<<<<< + * for i from i3 <= i < i3+l3: + * node = trie_insert(node, data.arr[i]) + */ + __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, -1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":372 + * node = trie_insert(node, data.arr[i]) + * node = trie_insert(node, -1) + * for i from i3 <= i < i3+l3: # <<<<<<<<<<<<<< + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) + */ + __pyx_t_13 = (__pyx_v_i3 + __pyx_v_l3); + for (__pyx_v_i = __pyx_v_i3; __pyx_v_i < __pyx_t_13; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":373 + * node = trie_insert(node, -1) + * for i from i3 <= i < i3+l3: + * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<< + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) + */ + __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i])); 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If None, defaults to max_initial_size + * max_target_length=None, # <<<<<<<<<<<<<< + * # minimum span of a nonterminal in the RHS of a rule in TEST DATA + * unsigned min_gap_size=2, + */ + values[8] = ((PyObject *)Py_None); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":271 + * unsigned min_gap_size=2, + * # filename of file containing precomputed collocations + * precompute_file=None, # <<<<<<<<<<<<<< + * # maximum frequency rank of patterns used to compute triples (don't set higher than 20). + * unsigned precompute_secondary_rank=20, + */ + values[10] = ((PyObject *)Py_None); + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); + switch (pos_args) { + case 21: values[20] = PyTuple_GET_ITEM(__pyx_args, 20); + case 20: values[19] = PyTuple_GET_ITEM(__pyx_args, 19); + case 19: values[18] = PyTuple_GET_ITEM(__pyx_args, 18); + case 18: values[17] = PyTuple_GET_ITEM(__pyx_args, 17); + case 17: values[16] = PyTuple_GET_ITEM(__pyx_args, 16); 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+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 492; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_v_qsetsize = __Pyx_div_int(__pyx_t_4, __pyx_v_step1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":493 + * # We use mergesort instead in this case + * qsetsize = (high1-low1) / step1 + * dsetsize = (high2-low2) / step2 # <<<<<<<<<<<<<< + * if d_first: + * tmp = qsetsize + */ + __pyx_t_4 = (__pyx_v_high2 - __pyx_v_low2); + if (unlikely(__pyx_v_step2 == 0)) { + PyErr_Format(PyExc_ZeroDivisionError, "integer division or modulo by zero"); + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 493; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_step2 == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_t_4))) { + PyErr_Format(PyExc_OverflowError, "value too large to perform division"); + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 493; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_v_dsetsize = __Pyx_div_int(__pyx_t_4, __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":494 + * qsetsize = (high1-low1) / step1 + * dsetsize = (high2-low2) / step2 + * if d_first: # <<<<<<<<<<<<<< + * tmp = qsetsize + * qsetsize = dsetsize + */ + if (__pyx_v_d_first) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":495 + * dsetsize = (high2-low2) / step2 + * if d_first: + * tmp = qsetsize # <<<<<<<<<<<<<< + * qsetsize = dsetsize + * dsetsize = tmp + */ + __pyx_v_tmp = __pyx_v_qsetsize; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":496 + * if d_first: + * tmp = qsetsize + * qsetsize = dsetsize # <<<<<<<<<<<<<< + * dsetsize = tmp + * + */ + __pyx_v_qsetsize = __pyx_v_dsetsize; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":497 + * tmp = qsetsize + * qsetsize = dsetsize + * dsetsize = tmp # <<<<<<<<<<<<<< + * + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + */ + __pyx_v_dsetsize = __pyx_v_tmp; + goto __pyx_L7; + } + __pyx_L7:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":499 + * dsetsize = tmp + * + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: # <<<<<<<<<<<<<< + * free(result) + * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) + */ + __pyx_t_5 = ((__pyx_v_self->by_slack_factor * __pyx_v_qsetsize) * log(__pyx_v_dsetsize)); + __pyx_t_6 = log(2.0); + if (unlikely(__pyx_t_6 == 0)) { + PyErr_Format(PyExc_ZeroDivisionError, "float division"); + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 499; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_t_3 = ((__pyx_t_5 / __pyx_t_6) > __pyx_v_dsetsize); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":500 + * + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + * free(result) # <<<<<<<<<<<<<< + * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) + * + */ + free(__pyx_v_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":501 + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + * free(result) + * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) # <<<<<<<<<<<<<< + * + * # binary search. There are two flavors, depending on + */ + __pyx_r = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->merge_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, __pyx_v_result_len); + goto __pyx_L0; + goto __pyx_L8; + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":505 + * # binary search. There are two flavors, depending on + * # whether the queryset or dataset is first + * if d_first: # <<<<<<<<<<<<<< + * med2 = median(low2, high2, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + */ + if (__pyx_v_d_first) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":506 + * # whether the queryset or dataset is first + * if d_first: + * med2 = median(low2, high2, step2) # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * + */ + __pyx_v_med2 = __pyx_f_3_sa_median(__pyx_v_low2, __pyx_v_high2, __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":507 + * if d_first: + * med2 = median(low2, high2, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * + * search_low = low1 + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":509 + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * + * search_low = low1 # <<<<<<<<<<<<<< + * search_high = high1 + * while search_low < search_high: + */ + __pyx_v_search_low = __pyx_v_low1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":510 + * + * search_low = low1 + * search_high = high1 # <<<<<<<<<<<<<< + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) + */ + __pyx_v_search_high = __pyx_v_high1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":511 + * search_low = low1 + * search_high = high1 + * while search_low < search_high: # <<<<<<<<<<<<<< + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + */ + while (1) { + __pyx_t_3 = (__pyx_v_search_low < __pyx_v_search_high); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":512 + * search_high = high1 + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) # <<<<<<<<<<<<<< + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + */ + __pyx_v_med1 = __pyx_f_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":513 + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + */ + __pyx_f_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":514 + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == -1: + * search_low = med1_plus + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":517 + * if comparison == -1: + * search_low = med1_plus + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_high = med1_minus + * else: + */ + switch (__pyx_v_comparison) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":515 + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: # <<<<<<<<<<<<<< + * search_low = med1_plus + * elif comparison == 1: + */ + case -1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":516 + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + * search_low = med1_plus # <<<<<<<<<<<<<< + * elif comparison == 1: + * search_high = med1_minus + */ + __pyx_v_search_low = __pyx_v_med1_plus; + break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":517 + * if comparison == -1: + * search_low = med1_plus + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_high = med1_minus + * else: + */ + case 1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":518 + * search_low = med1_plus + * elif comparison == 1: + * search_high = med1_minus # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_search_high = __pyx_v_med1_minus; + break; + default: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":520 + * search_high = med1_minus + * else: + * break # <<<<<<<<<<<<<< + * else: + * med1 = median(low1, high1, step1) + */ + goto __pyx_L11_break; + break; + } + } + __pyx_L11_break:; + goto __pyx_L9; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":522 + * break + * else: + * med1 = median(low1, high1, step1) # <<<<<<<<<<<<<< + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * + */ + __pyx_v_med1 = __pyx_f_3_sa_median(__pyx_v_low1, __pyx_v_high1, __pyx_v_step1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":523 + * else: + * med1 = median(low1, high1, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< + * + * search_low = low2 + */ + __pyx_f_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":525 + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * + * search_low = low2 # <<<<<<<<<<<<<< + * search_high = high2 + * while search_low < search_high: + */ + __pyx_v_search_low = __pyx_v_low2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":526 + * + * search_low = low2 + * search_high = high2 # <<<<<<<<<<<<<< + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) + */ + __pyx_v_search_high = __pyx_v_high2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":527 + * search_low = low2 + * search_high = high2 + * while search_low < search_high: # <<<<<<<<<<<<<< + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + */ + while (1) { + __pyx_t_3 = (__pyx_v_search_low < __pyx_v_search_high); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":528 + * search_high = high2 + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + */ + __pyx_v_med2 = __pyx_f_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":529 + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":530 + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == -1: + * search_high = med2 + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":533 + * if comparison == -1: + * search_high = med2 + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_low = med2 + step2 + * else: + */ + switch (__pyx_v_comparison) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":531 + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: # <<<<<<<<<<<<<< + * search_high = med2 + * elif comparison == 1: + */ + case -1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":532 + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + * search_high = med2 # <<<<<<<<<<<<<< + * elif comparison == 1: + * search_low = med2 + step2 + */ + __pyx_v_search_high = __pyx_v_med2; + break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":533 + * if comparison == -1: + * search_high = med2 + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_low = med2 + step2 + * else: + */ + case 1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":534 + * search_high = med2 + * elif comparison == 1: + * search_low = med2 + step2 # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_search_low = (__pyx_v_med2 + __pyx_v_step2); + break; + default: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":536 + * search_low = med2 + step2 + * else: + * break # <<<<<<<<<<<<<< + * + * med_result_len = 0 + */ + goto __pyx_L13_break; + break; + } + } + __pyx_L13_break:; + } + __pyx_L9:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":538 + * break + * + * med_result_len = 0 # <<<<<<<<<<<<<< + * med_result = malloc(0*sizeof(int*)) + * if search_high > search_low: + */ + __pyx_v_med_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":539 + * + * med_result_len = 0 + * med_result = malloc(0*sizeof(int*)) # <<<<<<<<<<<<<< + * if search_high > search_low: + * # Then there is a match for the median element of Q + */ + __pyx_v_med_result = ((int *)malloc((0 * (sizeof(int *))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":540 + * med_result_len = 0 + * med_result = malloc(0*sizeof(int*)) + * if search_high > search_low: # <<<<<<<<<<<<<< + * # Then there is a match for the median element of Q + * # What we want to find is the group of all bindings in the first set + */ + __pyx_t_3 = (__pyx_v_search_high > __pyx_v_search_low); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":546 + * # want to store the bindings for all of those elements. We can + * # subsequently throw all of them away. + * med2_minus = med2 # <<<<<<<<<<<<<< + * med2_plus = med2 + step2 + * i1 = med1_minus + */ + __pyx_v_med2_minus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":547 + * # subsequently throw all of them away. + * med2_minus = med2 + * med2_plus = med2 + step2 # <<<<<<<<<<<<<< + * i1 = med1_minus + * while i1 < med1_plus: + */ + __pyx_v_med2_plus = (__pyx_v_med2 + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":548 + * med2_minus = med2 + * med2_plus = med2 + step2 + * i1 = med1_minus # <<<<<<<<<<<<<< + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + */ + __pyx_v_i1 = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":549 + * med2_plus = med2 + step2 + * i1 = med1_minus + * while i1 < med1_plus: # <<<<<<<<<<<<<< + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: + */ + while (1) { + __pyx_t_3 = (__pyx_v_i1 < __pyx_v_med1_plus); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":550 + * i1 = med1_minus + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":551 + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + */ + while (1) { + __pyx_t_3 = ((__pyx_v_med2_minus - __pyx_v_step2) >= __pyx_v_low2); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":552 + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + * med2_minus = med2_minus - step2 + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_med2_minus - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":553 + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: # <<<<<<<<<<<<<< + * med2_minus = med2_minus - step2 + * else: + */ + __pyx_t_3 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) < 1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":554 + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + * med2_minus = med2_minus - step2 # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus - __pyx_v_step2); + goto __pyx_L19; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":556 + * med2_minus = med2_minus - step2 + * else: + * break # <<<<<<<<<<<<<< + * i2 = med2_minus + * while i2 < high2: + */ + goto __pyx_L18_break; + } + __pyx_L19:; + } + __pyx_L18_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":557 + * else: + * break + * i2 = med2_minus # <<<<<<<<<<<<<< + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + */ + __pyx_v_i2 = __pyx_v_med2_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":558 + * break + * i2 = med2_minus + * while i2 < high2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + */ + while (1) { + __pyx_t_3 = (__pyx_v_i2 < __pyx_v_high2); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":559 + * i2 = med2_minus + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":560 + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == 0: + * pass + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":561 + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: # <<<<<<<<<<<<<< + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + */ + __pyx_t_3 = (__pyx_v_comparison == 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":563 + * if comparison == 0: + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) # <<<<<<<<<<<<<< + * if comparison == -1: + * break + */ + __pyx_v_med_result = __pyx_f_3_sa_append_combined_matching(__pyx_v_med_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, (&__pyx_v_med_result_len)); + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":564 + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + * if comparison == -1: # <<<<<<<<<<<<<< + * break + * i2 = i2 + step2 + */ + __pyx_t_3 = (__pyx_v_comparison == -1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":565 + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + * if comparison == -1: + * break # <<<<<<<<<<<<<< + * i2 = i2 + step2 + * if i2 > med2_plus: + */ + goto __pyx_L21_break; + goto __pyx_L23; + } + __pyx_L23:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":566 + * if comparison == -1: + * break + * i2 = i2 + step2 # <<<<<<<<<<<<<< + * if i2 > med2_plus: + * med2_plus = i2 + */ + __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2); + } + __pyx_L21_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":567 + * break + * i2 = i2 + step2 + * if i2 > med2_plus: # <<<<<<<<<<<<<< + * med2_plus = i2 + * i1 = i1 + step1 + */ + __pyx_t_3 = (__pyx_v_i2 > __pyx_v_med2_plus); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":568 + * i2 = i2 + step2 + * if i2 > med2_plus: + * med2_plus = i2 # <<<<<<<<<<<<<< + * i1 = i1 + step1 + * + */ + __pyx_v_med2_plus = __pyx_v_i2; + goto __pyx_L24; + } + __pyx_L24:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":569 + * if i2 > med2_plus: + * med2_plus = i2 + * i1 = i1 + step1 # <<<<<<<<<<<<<< + * + * tmp = med1_minus + */ + __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":571 + * i1 = i1 + step1 + * + * tmp = med1_minus # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * med1_plus = tmp + */ + __pyx_v_tmp = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":572 + * + * tmp = med1_minus + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * med1_plus = tmp + * else: + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":573 + * tmp = med1_minus + * med1_minus = med1_plus + * med1_plus = tmp # <<<<<<<<<<<<<< + * else: + * # No match; need to figure out the point of division in D and Q + */ + __pyx_v_med1_plus = __pyx_v_tmp; + goto __pyx_L14; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":576 + * else: + * # No match; need to figure out the point of division in D and Q + * med2_minus = med2 # <<<<<<<<<<<<<< + * med2_plus = med2 + * if d_first: + */ + __pyx_v_med2_minus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":577 + * # No match; need to figure out the point of division in D and Q + * med2_minus = med2 + * med2_plus = med2 # <<<<<<<<<<<<<< + * if d_first: + * med2_minus = med2_minus + step2 + */ + __pyx_v_med2_plus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":578 + * med2_minus = med2 + * med2_plus = med2 + * if d_first: # <<<<<<<<<<<<<< + * med2_minus = med2_minus + step2 + * if comparison == -1: + */ + if (__pyx_v_d_first) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":579 + * med2_plus = med2 + * if d_first: + * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< + * if comparison == -1: + * med1_minus = med1_plus + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":580 + * if d_first: + * med2_minus = med2_minus + step2 + * if comparison == -1: # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * if comparison == 1: + */ + __pyx_t_3 = (__pyx_v_comparison == -1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":581 + * med2_minus = med2_minus + step2 + * if comparison == -1: + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * if comparison == 1: + * med1_plus = med1_minus + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + goto __pyx_L26; + } + __pyx_L26:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":582 + * if comparison == -1: + * med1_minus = med1_plus + * if comparison == 1: # <<<<<<<<<<<<<< + * med1_plus = med1_minus + * else: + */ + __pyx_t_3 = (__pyx_v_comparison == 1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":583 + * med1_minus = med1_plus + * if comparison == 1: + * med1_plus = med1_minus # <<<<<<<<<<<<<< + * else: + * tmp = med1_minus + */ + __pyx_v_med1_plus = __pyx_v_med1_minus; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L25; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":585 + * med1_plus = med1_minus + * else: + * tmp = med1_minus # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * med1_plus = tmp + */ + __pyx_v_tmp = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":586 + * else: + * tmp = med1_minus + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * med1_plus = tmp + * if comparison == 1: + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":587 + * tmp = med1_minus + * med1_minus = med1_plus + * med1_plus = tmp # <<<<<<<<<<<<<< + * if comparison == 1: + * med2_minus = med2_minus + step2 + */ + __pyx_v_med1_plus = __pyx_v_tmp; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":588 + * med1_minus = med1_plus + * med1_plus = tmp + * if comparison == 1: # <<<<<<<<<<<<<< + * med2_minus = med2_minus + step2 + * med2_plus = med2_plus + step2 + */ + __pyx_t_3 = (__pyx_v_comparison == 1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":589 + * med1_plus = tmp + * if comparison == 1: + * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< + * med2_plus = med2_plus + step2 + * + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":590 + * if comparison == 1: + * med2_minus = med2_minus + step2 + * med2_plus = med2_plus + step2 # <<<<<<<<<<<<<< + * + * low_result_len = 0 + */ + __pyx_v_med2_plus = (__pyx_v_med2_plus + __pyx_v_step2); + goto __pyx_L28; + } + __pyx_L28:; + } + __pyx_L25:; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":592 + * med2_plus = med2_plus + step2 + * + * low_result_len = 0 # <<<<<<<<<<<<<< + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 + */ + __pyx_v_low_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":593 + * + * low_result_len = 0 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) # <<<<<<<<<<<<<< + * high_result_len = 0 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + */ + __pyx_v_low_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_med2_plus, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_low_result_len)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":594 + * low_result_len = 0 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 # <<<<<<<<<<<<<< + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + * + */ + __pyx_v_high_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":595 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) # <<<<<<<<<<<<<< + * + * result = extend_arr(result, result_len, low_result, low_result_len) + */ + __pyx_v_high_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med2_minus, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_high_result_len)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":597 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + * + * result = extend_arr(result, result_len, low_result, low_result_len) # <<<<<<<<<<<<<< + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) + */ + __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_low_result, __pyx_v_low_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":598 + * + * result = extend_arr(result, result_len, low_result, low_result_len) + * result = extend_arr(result, result_len, med_result, med_result_len) # <<<<<<<<<<<<<< + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) + */ + __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_med_result, __pyx_v_med_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":599 + * result = extend_arr(result, result_len, low_result, low_result_len) + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) # <<<<<<<<<<<<<< + * free(low_result) + * free(med_result) + */ + __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_high_result, __pyx_v_high_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":600 + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) # <<<<<<<<<<<<<< + * free(med_result) + * free(high_result) + */ + free(__pyx_v_low_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":601 + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) + * free(med_result) # <<<<<<<<<<<<<< + * free(high_result) + * + */ + free(__pyx_v_med_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":602 + * free(low_result) + * free(med_result) + * free(high_result) # <<<<<<<<<<<<<< + * + * return result + */ + free(__pyx_v_high_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":604 + * free(high_result) + * + * return result # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_result; + goto __pyx_L0; + + __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_WriteUnraisable("_sa.HieroCachingRuleFactory.baeza_yates_helper", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":608 + * + * + * cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, # <<<<<<<<<<<<<< + * Matching* loc2, int offset_by_one, int len_last): + * """ + */ + +static long __pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings_set(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_i1_minus, int __pyx_v_i1_plus, int *__pyx_v_arr1, int __pyx_v_step1, struct __pyx_t_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { + int __pyx_v_i1; + int __pyx_v_comparison; + int __pyx_v_prev_comparison; + struct __pyx_t_3_sa_Matching __pyx_v_l1_stack; + struct __pyx_t_3_sa_Matching *__pyx_v_loc1; + long __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + __Pyx_RefNannySetupContext("compare_matchings_set", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":619 + * cdef Matching* loc1 + * + * loc1 = &l1_stack # <<<<<<<<<<<<<< + * + * i1 = i1_minus + */ + __pyx_v_loc1 = (&__pyx_v_l1_stack); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":621 + * loc1 = &l1_stack + * + * i1 = i1_minus # <<<<<<<<<<<<<< + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + */ + __pyx_v_i1 = __pyx_v_i1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":622 + * + * i1 = i1_minus + * while i1 < i1_plus: # <<<<<<<<<<<<<< + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + */ + while (1) { + __pyx_t_1 = (__pyx_v_i1 < __pyx_v_i1_plus); + if (!__pyx_t_1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":623 + * i1 = i1_minus + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: + */ + __pyx_f_3_sa_assign_matching(__pyx_v_loc1, __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":624 + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == 0: + * prev_comparison = 0 + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, __pyx_v_loc1, __pyx_v_loc2, __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":625 + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: # <<<<<<<<<<<<<< + * prev_comparison = 0 + * break + */ + __pyx_t_1 = (__pyx_v_comparison == 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":626 + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: + * prev_comparison = 0 # <<<<<<<<<<<<<< + * break + * elif i1 == i1_minus: + */ + __pyx_v_prev_comparison = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":627 + * if comparison == 0: + * prev_comparison = 0 + * break # <<<<<<<<<<<<<< + * elif i1 == i1_minus: + * prev_comparison = comparison + */ + goto __pyx_L4_break; + goto __pyx_L5; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":628 + * prev_comparison = 0 + * break + * elif i1 == i1_minus: # <<<<<<<<<<<<<< + * prev_comparison = comparison + * else: + */ + __pyx_t_1 = (__pyx_v_i1 == __pyx_v_i1_minus); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":629 + * break + * elif i1 == i1_minus: + * prev_comparison = comparison # <<<<<<<<<<<<<< + * else: + * if comparison != prev_comparison: + */ + __pyx_v_prev_comparison = __pyx_v_comparison; + goto __pyx_L5; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":631 + * prev_comparison = comparison + * else: + * if comparison != prev_comparison: # <<<<<<<<<<<<<< + * prev_comparison = 0 + * break + */ + __pyx_t_1 = (__pyx_v_comparison != __pyx_v_prev_comparison); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":632 + * else: + * if comparison != prev_comparison: + * prev_comparison = 0 # <<<<<<<<<<<<<< + * break + * i1 = i1 + step1 + */ + __pyx_v_prev_comparison = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":633 + * if comparison != prev_comparison: + * prev_comparison = 0 + * break # <<<<<<<<<<<<<< + * i1 = i1 + step1 + * return prev_comparison + */ + goto __pyx_L4_break; + goto __pyx_L6; + } + __pyx_L6:; + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":634 + * prev_comparison = 0 + * break + * i1 = i1 + step1 # <<<<<<<<<<<<<< + * return prev_comparison + * + */ + __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); + } + __pyx_L4_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":635 + * break + * i1 = i1 + step1 + * return prev_comparison # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_prev_comparison; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":638 + * + * + * cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): # <<<<<<<<<<<<<< + * cdef int i + * + */ + +static long __pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_t_3_sa_Matching *__pyx_v_loc1, struct __pyx_t_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { + int __pyx_v_i; + long __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + __Pyx_RefNannySetupContext("compare_matchings", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":641 + * cdef int i + * + * if loc1.sent_id > loc2.sent_id: # <<<<<<<<<<<<<< + * return 1 + * if loc2.sent_id > loc1.sent_id: + */ + __pyx_t_1 = (__pyx_v_loc1->sent_id > __pyx_v_loc2->sent_id); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":642 + * + * if loc1.sent_id > loc2.sent_id: + * return 1 # <<<<<<<<<<<<<< + * if loc2.sent_id > loc1.sent_id: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":643 + * if loc1.sent_id > loc2.sent_id: + * return 1 + * if loc2.sent_id > loc1.sent_id: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_1 = (__pyx_v_loc2->sent_id > __pyx_v_loc1->sent_id); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":644 + * return 1 + * if loc2.sent_id > loc1.sent_id: + * return -1 # <<<<<<<<<<<<<< + * + * if loc1.size == 1 and loc2.size == 1: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L4; + } + __pyx_L4:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":646 + * return -1 + * + * if loc1.size == 1 and loc2.size == 1: # <<<<<<<<<<<<<< + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + * return 1 + */ + __pyx_t_1 = (__pyx_v_loc1->size == 1); + if (__pyx_t_1) { + __pyx_t_2 = (__pyx_v_loc2->size == 1); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":647 + * + * if loc1.size == 1 and loc2.size == 1: + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_t_3 = (((__pyx_v_loc2->arr[__pyx_v_loc2->start]) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) <= __pyx_v_self->train_min_gap_size); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":648 + * if loc1.size == 1 and loc2.size == 1: + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + * return 1 # <<<<<<<<<<<<<< + * + * elif offset_by_one: + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L6; + } + __pyx_L6:; + goto __pyx_L5; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":650 + * return 1 + * + * elif offset_by_one: # <<<<<<<<<<<<<< + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + */ + if (__pyx_v_offset_by_one) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":651 + * + * elif offset_by_one: + * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 + */ + __pyx_t_4 = __pyx_v_loc1->size; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":652 + * elif offset_by_one: + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + */ + __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":653 + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L9; + } + __pyx_L9:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":654 + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":655 + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + * return -1 # <<<<<<<<<<<<<< + * + * else: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L10; + } + __pyx_L10:; + } + goto __pyx_L5; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":658 + * + * else: + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) > (__pyx_v_loc2->arr[__pyx_v_loc2->start])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":659 + * else: + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L11; + } + __pyx_L11:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":660 + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) < (__pyx_v_loc2->arr[__pyx_v_loc2->start])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":661 + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + * return -1 # <<<<<<<<<<<<<< + * + * for i from 1 <= i < loc1.size: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L12; + } + __pyx_L12:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":663 + * return -1 + * + * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 + */ + __pyx_t_4 = __pyx_v_loc1->size; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":664 + * + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + */ + __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":665 + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":666 + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":667 + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + * return -1 # <<<<<<<<<<<<<< + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L16; + } + __pyx_L16:; + } + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":669 + * return -1 + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: # <<<<<<<<<<<<<< + * return -1 + * return 0 + */ + __pyx_t_3 = ((((__pyx_v_loc2->arr[(__pyx_v_loc2->end - 1)]) + __pyx_v_len_last) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) > __pyx_v_self->train_max_initial_size); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":670 + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + * return -1 # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":671 + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + * return -1 + * return 0 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = 0; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":674 + * + * + * cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1, # <<<<<<<<<<<<<< + * int low2, int high2, int* arr2, int step2, + * int offset_by_one, int len_last, int num_subpatterns, int* result_len): + */ + +static int *__pyx_f_3_sa_23HieroCachingRuleFactory_merge_helper(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_low1, int __pyx_v_high1, int *__pyx_v_arr1, int __pyx_v_step1, int __pyx_v_low2, int __pyx_v_high2, int *__pyx_v_arr2, int __pyx_v_step2, int __pyx_v_offset_by_one, int __pyx_v_len_last, int __pyx_v_num_subpatterns, int *__pyx_v_result_len) { + int __pyx_v_i1; 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+ if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1154 + * # rule X -> X_1 w X_2 / X_1 X_2. This is probably + * # not worth the bother, though. + * return 0 # <<<<<<<<<<<<<< + * elif e_in_low != -1 and e_low[0] != e_in_low: + * if e_in_low - e_low[0] < min_ex_size: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L3; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1155 + * # not worth the bother, though. + * return 0 + * elif e_in_low != -1 and e_low[0] != e_in_low: # <<<<<<<<<<<<<< + * if e_in_low - e_low[0] < min_ex_size: + * e_low[0] = e_in_low - min_ex_size + */ + __pyx_t_3 = (__pyx_v_e_in_low != -1); + if (__pyx_t_3) { + __pyx_t_4 = ((__pyx_v_e_low[0]) != __pyx_v_e_in_low); + __pyx_t_5 = __pyx_t_4; + } else { + __pyx_t_5 = __pyx_t_3; + } + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1156 + * return 0 + * elif e_in_low != -1 and e_low[0] != e_in_low: + * if e_in_low - e_low[0] < min_ex_size: # <<<<<<<<<<<<<< + * e_low[0] = e_in_low - min_ex_size + * if e_low[0] < 0: + */ + __pyx_t_5 = ((__pyx_v_e_in_low - (__pyx_v_e_low[0])) < __pyx_v_min_ex_size); + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1157 + * elif e_in_low != -1 and e_low[0] != e_in_low: + * if e_in_low - e_low[0] < min_ex_size: + * e_low[0] = e_in_low - min_ex_size # <<<<<<<<<<<<<< + * if e_low[0] < 0: + * return 0 + */ + (__pyx_v_e_low[0]) = (__pyx_v_e_in_low - __pyx_v_min_ex_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1158 + * if e_in_low - e_low[0] < min_ex_size: + * e_low[0] = e_in_low - min_ex_size + * if e_low[0] < 0: # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_t_5 = ((__pyx_v_e_low[0]) < 0); + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1159 + * e_low[0] = e_in_low - min_ex_size + * if e_low[0] < 0: + * return 0 # <<<<<<<<<<<<<< + * + * if e_high[0] - e_low[0] > max_e_len: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L5; + } + __pyx_L5:; + goto __pyx_L4; + } + __pyx_L4:; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1161 + * return 0 + * + * if e_high[0] - e_low[0] > max_e_len: # <<<<<<<<<<<<<< + * return 0 + * elif e_in_high != -1 and e_high[0] != e_in_high: + */ + __pyx_t_5 = (((__pyx_v_e_high[0]) - (__pyx_v_e_low[0])) > __pyx_v_max_e_len); + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1162 + * + * if e_high[0] - e_low[0] > max_e_len: + * return 0 # <<<<<<<<<<<<<< + * elif e_in_high != -1 and e_high[0] != e_in_high: + * if e_high[0] - e_in_high < min_ex_size: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L6; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1163 + * if e_high[0] - e_low[0] > max_e_len: + * return 0 + * elif e_in_high != -1 and e_high[0] != e_in_high: # <<<<<<<<<<<<<< + * if e_high[0] - e_in_high < min_ex_size: + * e_high[0] = e_in_high + min_ex_size + */ + __pyx_t_5 = (__pyx_v_e_in_high != -1); + if (__pyx_t_5) { + __pyx_t_3 = ((__pyx_v_e_high[0]) != __pyx_v_e_in_high); + __pyx_t_4 = __pyx_t_3; + } else { + __pyx_t_4 = __pyx_t_5; + } + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1164 + * return 0 + * elif e_in_high != -1 and e_high[0] != e_in_high: + * if e_high[0] - e_in_high < min_ex_size: # <<<<<<<<<<<<<< + * e_high[0] = e_in_high + min_ex_size + * if e_high[0] > e_sent_len: + */ + __pyx_t_4 = (((__pyx_v_e_high[0]) - __pyx_v_e_in_high) < __pyx_v_min_ex_size); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1165 + * elif e_in_high != -1 and e_high[0] != e_in_high: + * if e_high[0] - e_in_high < min_ex_size: + * e_high[0] = e_in_high + min_ex_size # <<<<<<<<<<<<<< + * if e_high[0] > e_sent_len: + * return 0 + */ + (__pyx_v_e_high[0]) = (__pyx_v_e_in_high + __pyx_v_min_ex_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1166 + * if e_high[0] - e_in_high < min_ex_size: + * e_high[0] = e_in_high + min_ex_size + * if e_high[0] > e_sent_len: # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_t_4 = ((__pyx_v_e_high[0]) > __pyx_v_e_sent_len); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1167 + * e_high[0] = e_in_high + min_ex_size + * if e_high[0] > e_sent_len: + * return 0 # <<<<<<<<<<<<<< + * + * f_back_low[0] = -1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L8; + } + __pyx_L8:; + goto __pyx_L7; + } + __pyx_L7:; + goto __pyx_L6; + } + __pyx_L6:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1169 + * return 0 + * + * f_back_low[0] = -1 # <<<<<<<<<<<<<< + * f_back_high[0] = -1 + * f_low_prev = f_low + */ + (__pyx_v_f_back_low[0]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1170 + * + * f_back_low[0] = -1 + * f_back_high[0] = -1 # <<<<<<<<<<<<<< + * f_low_prev = f_low + * f_high_prev = f_high + */ + (__pyx_v_f_back_high[0]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1171 + * 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__pyx_v_new_low_x = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1175 + * new_x = 0 + * new_low_x = 0 + * new_high_x = 0 # <<<<<<<<<<<<<< + * + * while True: + */ + __pyx_v_new_high_x = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1177 + * new_high_x = 0 + * + * while True: # <<<<<<<<<<<<<< + * + * if f_back_low[0] == -1: + */ + while (1) { + if (!1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1179 + * while True: + * + * if f_back_low[0] == -1: # <<<<<<<<<<<<<< + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * else: + */ + __pyx_t_4 = ((__pyx_v_f_back_low[0]) == -1); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1180 + * + * if f_back_low[0] == -1: + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * else: + * self.find_projection(e_low[0], 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f_back_high[0] = f_high + * + */ + __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = PyObject_RichCompare(__pyx_t_2, __pyx_v_f_high, Py_LT); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1189 + * + * if f_back_high[0] < f_high: + * f_back_high[0] = f_high # <<<<<<<<<<<<<< + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + */ + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + (__pyx_v_f_back_high[0]) = __pyx_t_1; + goto __pyx_L13; + } + __pyx_L13:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1191 + * f_back_high[0] = f_high + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_t_4 = ((__pyx_v_f_back_low[0]) == __pyx_v_f_low_prev); + if (__pyx_t_4) { + __pyx_t_5 = ((__pyx_v_f_back_high[0]) == __pyx_v_f_high_prev); + __pyx_t_3 = __pyx_t_5; + } else { + __pyx_t_3 = __pyx_t_4; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1192 + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + * return 1 # <<<<<<<<<<<<<< + * + * if allow_low_x == 0 and f_back_low[0] < f_low: + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L14; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1194 + * return 1 + * + * if allow_low_x == 0 and f_back_low[0] < f_low: # <<<<<<<<<<<<<< + * # FAIL: f phrase is not tight + * return 0 + */ + __pyx_t_3 = (__pyx_v_allow_low_x == 0); + if (__pyx_t_3) { + __pyx_t_4 = ((__pyx_v_f_back_low[0]) < __pyx_v_f_low); + __pyx_t_5 = __pyx_t_4; + } else { + __pyx_t_5 = __pyx_t_3; + } + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1196 + * if allow_low_x == 0 and f_back_low[0] < f_low: + * # FAIL: f phrase is not tight + * return 0 # <<<<<<<<<<<<<< + * + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1198 + * return 0 + * + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: f back projection is too wide + * return 0 + */ + __pyx_t_5 = (((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len); + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1200 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: f back projection is too wide + * return 0 # <<<<<<<<<<<<<< + * + * if allow_high_x == 0 and f_back_high[0] > f_high: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L16; + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1202 + * return 0 + * + * if allow_high_x == 0 and f_back_high[0] > f_high: # <<<<<<<<<<<<<< + * # FAIL: extension on high side not allowed + * return 0 + */ + __pyx_t_5 = (__pyx_v_allow_high_x == 0); + if (__pyx_t_5) { + __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1202; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_2 = PyObject_RichCompare(__pyx_t_6, __pyx_v_f_high, Py_GT); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1202; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1202; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __pyx_t_3; + } else { + __pyx_t_4 = __pyx_t_5; + } + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1204 + * if allow_high_x == 0 and f_back_high[0] > f_high: + * # FAIL: extension on high side not allowed + * return 0 # <<<<<<<<<<<<<< + * + * if f_low != f_back_low[0]: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1206 + * return 0 + * + * if f_low != f_back_low[0]: # <<<<<<<<<<<<<< + * if new_low_x == 0: + * if new_x >= max_new_x: + */ + __pyx_t_4 = (__pyx_v_f_low != (__pyx_v_f_back_low[0])); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1207 + * + * if f_low != f_back_low[0]: + * if new_low_x == 0: # <<<<<<<<<<<<<< + * if new_x >= max_new_x: + * # FAIL: extension required on low side violates max # of gaps + */ + __pyx_t_4 = (__pyx_v_new_low_x == 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1208 + * if f_low != f_back_low[0]: + * if new_low_x == 0: + * if new_x >= max_new_x: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates max # of gaps + * return 0 + */ + __pyx_t_4 = (__pyx_v_new_x >= __pyx_v_max_new_x); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1210 + * if new_x >= max_new_x: + * # FAIL: extension required on low side violates max # of gaps + * return 0 # <<<<<<<<<<<<<< + * else: + * new_x = new_x + 1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L20; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1212 + * return 0 + * else: + * new_x = new_x + 1 # <<<<<<<<<<<<<< + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: + */ + __pyx_v_new_x = (__pyx_v_new_x + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1213 + * else: + * new_x = new_x + 1 + * new_low_x = 1 # <<<<<<<<<<<<<< + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size + */ + __pyx_v_new_low_x = 1; + } + __pyx_L20:; + goto __pyx_L19; + } + __pyx_L19:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1214 + * new_x = new_x + 1 + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: # <<<<<<<<<<<<<< + * f_back_low[0] = f_low - min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_t_4 = ((__pyx_v_f_low - (__pyx_v_f_back_low[0])) < __pyx_v_min_fx_size); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1215 + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size # <<<<<<<<<<<<<< + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on low side violates max initial length + */ + (__pyx_v_f_back_low[0]) = (__pyx_v_f_low - __pyx_v_min_fx_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1216 + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates max initial length + * return 0 + */ + __pyx_t_4 = (((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1218 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on low side violates max initial length + * return 0 # <<<<<<<<<<<<<< + * if f_back_low[0] < 0: + * # FAIL: extension required on low side violates sentence boundary + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1219 + * # FAIL: extension required on low side violates max initial length + * return 0 + * if f_back_low[0] < 0: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates sentence boundary + * return 0 + */ + __pyx_t_4 = ((__pyx_v_f_back_low[0]) < 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1221 + * if f_back_low[0] < 0: + * # FAIL: extension required on low side violates sentence boundary + * return 0 # <<<<<<<<<<<<<< + * + * if f_high != f_back_high[0]: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L23; + } + __pyx_L23:; + goto __pyx_L21; + } + __pyx_L21:; + goto __pyx_L18; + } + __pyx_L18:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1223 + * return 0 + * + * if f_high != f_back_high[0]: # <<<<<<<<<<<<<< + * if new_high_x == 0: + * if new_x >= max_new_x: + */ + __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = PyObject_RichCompare(__pyx_v_f_high, __pyx_t_2, Py_NE); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1224 + * + * if f_high != f_back_high[0]: + * if new_high_x == 0: # <<<<<<<<<<<<<< + * if new_x >= max_new_x: + * # FAIL: extension required on high side violates max # of gaps + */ + __pyx_t_4 = (__pyx_v_new_high_x == 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1225 + * if f_high != f_back_high[0]: + * if new_high_x == 0: + * if new_x >= max_new_x: # <<<<<<<<<<<<<< + * # FAIL: extension required on high side violates max # of gaps + * return 0 + */ + __pyx_t_4 = (__pyx_v_new_x >= __pyx_v_max_new_x); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1227 + * if new_x >= max_new_x: + * # FAIL: extension required on high side violates max # of gaps + * return 0 # <<<<<<<<<<<<<< + * else: + * new_x = new_x + 1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L26; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1229 + * return 0 + * else: + * new_x = new_x + 1 # <<<<<<<<<<<<<< + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: + */ + __pyx_v_new_x = (__pyx_v_new_x + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1230 + * else: + * new_x = new_x + 1 + * new_high_x = 1 # <<<<<<<<<<<<<< + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size + */ + __pyx_v_new_high_x = 1; + } + __pyx_L26:; + goto __pyx_L25; + } + __pyx_L25:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1231 + * new_x = new_x + 1 + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: # <<<<<<<<<<<<<< + * f_back_high[0] = f_high + min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_2 = PyNumber_Subtract(__pyx_t_6, __pyx_v_f_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_6 = PyInt_FromLong(__pyx_v_min_fx_size); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_7 = PyObject_RichCompare(__pyx_t_2, __pyx_t_6, Py_LT); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_7); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1232 + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size # <<<<<<<<<<<<<< + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on high side violates max initial length + */ + __pyx_t_7 = PyInt_FromLong(__pyx_v_min_fx_size); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_7); + __pyx_t_6 = PyNumber_Add(__pyx_v_f_high, __pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + (__pyx_v_f_back_high[0]) = __pyx_t_1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1233 + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: extension required on high side violates max initial length + * return 0 + */ + __pyx_t_4 = (((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1235 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on high side violates max initial length + * return 0 # <<<<<<<<<<<<<< + * if f_back_high[0] > f_sent_len: + * # FAIL: extension required on high side violates sentence boundary + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1236 + * # FAIL: extension required on high side violates max initial length + * return 0 + * if f_back_high[0] > f_sent_len: # <<<<<<<<<<<<<< + * # FAIL: extension required on high side violates sentence boundary + * return 0 + */ + __pyx_t_4 = ((__pyx_v_f_back_high[0]) > __pyx_v_f_sent_len); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1238 + * if f_back_high[0] > f_sent_len: + * # FAIL: extension required on high side violates sentence boundary + * return 0 # <<<<<<<<<<<<<< + * + * e_low_prev = e_low[0] + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L29; + } + __pyx_L29:; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L24; + } + __pyx_L24:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1240 + * return 0 + * + * e_low_prev = e_low[0] # <<<<<<<<<<<<<< + * e_high_prev = e_high[0] + * + */ + __pyx_v_e_low_prev = (__pyx_v_e_low[0]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1241 + * + * e_low_prev = e_low[0] + * e_high_prev = e_high[0] # <<<<<<<<<<<<<< + * + * self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) + */ + __pyx_v_e_high_prev = (__pyx_v_e_high[0]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1243 + * e_high_prev = e_high[0] + * + * self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) # <<<<<<<<<<<<<< + * self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) + * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: + */ + __pyx_t_6 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_f_back_low[0]), __pyx_v_f_low_prev, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_low, __pyx_v_e_high); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1244 + * + * self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) + * self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) # <<<<<<<<<<<<<< + * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: + * return 1 + */ + __pyx_t_6 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, __pyx_v_f_high_prev, (__pyx_v_f_back_high[0]), __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_low, __pyx_v_e_high); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1245 + * self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) + * self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) + * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: # <<<<<<<<<<<<<< + * return 1 + * if allow_arbitrary_x == 0: + */ + __pyx_t_4 = ((__pyx_v_e_low[0]) == __pyx_v_e_low_prev); + if (__pyx_t_4) { + __pyx_t_5 = ((__pyx_v_e_high[0]) == __pyx_v_e_high_prev); + __pyx_t_3 = __pyx_t_5; + } else { + __pyx_t_3 = __pyx_t_4; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1246 + * self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) + * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: + * return 1 # <<<<<<<<<<<<<< + * if allow_arbitrary_x == 0: + * # FAIL: arbitrary expansion not permitted + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L30; + } + __pyx_L30:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1247 + * if e_low[0] == e_low_prev and e_high[0] == e_high_prev: + * return 1 + * if allow_arbitrary_x == 0: # <<<<<<<<<<<<<< + * # FAIL: arbitrary expansion not permitted + * return 0 + */ + __pyx_t_3 = (__pyx_v_allow_arbitrary_x == 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1249 + * if allow_arbitrary_x == 0: + * # FAIL: arbitrary expansion not permitted + * return 0 # <<<<<<<<<<<<<< + * if e_high[0] - e_low[0] > max_e_len: + * # FAIL: re-projection violates sentence max phrase length + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L31; + } + __pyx_L31:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1250 + * # FAIL: arbitrary expansion not permitted + * return 0 + * if e_high[0] - e_low[0] > max_e_len: # <<<<<<<<<<<<<< + * # FAIL: re-projection violates sentence max phrase length + * return 0 + */ + __pyx_t_3 = (((__pyx_v_e_high[0]) - (__pyx_v_e_low[0])) > __pyx_v_max_e_len); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1252 + * if e_high[0] - e_low[0] > max_e_len: + * # FAIL: re-projection violates sentence max phrase length + * return 0 # <<<<<<<<<<<<<< + * f_low_prev = f_back_low[0] + * f_high_prev = f_back_high[0] + */ + __pyx_r 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__pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1261 + * cdef int i + * for i from in_low <= i < in_high: + * if in_links_low[i] != -1: # <<<<<<<<<<<<<< + * if out_low[0] == -1 or in_links_low[i] < out_low[0]: + * out_low[0] = in_links_low[i] + */ + __pyx_t_2 = ((__pyx_v_in_links_low[__pyx_v_i]) != -1); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1262 + * for i from in_low <= i < in_high: + * if in_links_low[i] != -1: + * if out_low[0] == -1 or in_links_low[i] < out_low[0]: # <<<<<<<<<<<<<< + * out_low[0] = in_links_low[i] + * if out_high[0] == -1 or in_links_high[i] > out_high[0]: + */ + __pyx_t_2 = ((__pyx_v_out_low[0]) == -1); + if (!__pyx_t_2) { + __pyx_t_3 = ((__pyx_v_in_links_low[__pyx_v_i]) < (__pyx_v_out_low[0])); + __pyx_t_4 = __pyx_t_3; + } else { + __pyx_t_4 = __pyx_t_2; + } + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1263 + * if in_links_low[i] != -1: + * if 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NULL; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + int __pyx_t_5; + int __pyx_t_6; + int __pyx_t_7; + int __pyx_t_8; + long __pyx_t_9; + int __pyx_t_10; + PyObject *__pyx_t_11 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("extract_phrases", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1285 + * cdef result + * + * result = [] # <<<<<<<<<<<<<< + * len1 = 0 + * e_gaps1 = malloc(0) + */ + __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1285; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_result = ((PyObject *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1286 + * + * result = [] + * len1 = 0 # <<<<<<<<<<<<<< + * e_gaps1 = malloc(0) + * ephr_arr = IntList() + 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e_gap_order[0] = 0 + */ + __pyx_v_e_gap_order = ((int *)malloc((__pyx_v_num_gaps * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1291 + * + * e_gap_order = malloc(num_gaps*sizeof(int)) + * if num_gaps > 0: # <<<<<<<<<<<<<< + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: + */ + __pyx_t_2 = (__pyx_v_num_gaps > 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1292 + * e_gap_order = malloc(num_gaps*sizeof(int)) + * if num_gaps > 0: + * e_gap_order[0] = 0 # <<<<<<<<<<<<<< + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: + */ + (__pyx_v_e_gap_order[0]) = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1293 + * if num_gaps > 0: + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: # <<<<<<<<<<<<<< + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: + */ + __pyx_t_3 = __pyx_v_num_gaps; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1294 + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: # <<<<<<<<<<<<<< + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: + */ + __pyx_t_4 = __pyx_v_i; + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1295 + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: # <<<<<<<<<<<<<< + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] + */ + __pyx_t_2 = ((__pyx_v_e_gap_low[__pyx_v_i]) < (__pyx_v_e_gap_low[__pyx_v_j])); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1296 + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: # <<<<<<<<<<<<<< + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i + */ + __pyx_t_5 = __pyx_v_i; + for (__pyx_v_k = __pyx_v_j; __pyx_v_k < __pyx_t_5; __pyx_v_k++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1297 + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] # <<<<<<<<<<<<<< + * e_gap_order[j] = i + * break + */ + (__pyx_v_e_gap_order[(__pyx_v_k + 1)]) = (__pyx_v_e_gap_order[__pyx_v_k]); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1298 + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i # <<<<<<<<<<<<<< + * break + * else: + */ + (__pyx_v_e_gap_order[__pyx_v_j]) = __pyx_v_i; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1299 + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i + * break # <<<<<<<<<<<<<< + * else: + * e_gap_order[i] = i + */ + goto __pyx_L7_break; + goto __pyx_L8; + } + __pyx_L8:; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1301 + * break + * else: + * e_gap_order[i] = i # <<<<<<<<<<<<<< + * + * e_x_low = e_low + */ + (__pyx_v_e_gap_order[__pyx_v_i]) = __pyx_v_i; + } + __pyx_L7_break:; + } + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1303 + * e_gap_order[i] = i + * + * e_x_low = e_low # <<<<<<<<<<<<<< + * e_x_high = e_high + * if self.tight_phrases == 0: + */ + __pyx_v_e_x_low = __pyx_v_e_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1304 + * + * e_x_low = e_low + * e_x_high = e_high # <<<<<<<<<<<<<< + * if self.tight_phrases == 0: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + */ + __pyx_v_e_x_high = __pyx_v_e_high; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1305 + * e_x_low = e_low + * e_x_high = e_high + * if self.tight_phrases == 0: # <<<<<<<<<<<<<< + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 + */ + __pyx_t_2 = (__pyx_v_self->tight_phrases == 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1306 + * e_x_high = e_high + * if self.tight_phrases == 0: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: # <<<<<<<<<<<<<< + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + */ + while (1) { + __pyx_t_2 = (__pyx_v_e_x_low > 0); + if (__pyx_t_2) { + __pyx_t_6 = ((__pyx_v_e_high - __pyx_v_e_x_low) < __pyx_v_self->train_max_initial_size); + if (__pyx_t_6) { + __pyx_t_7 = ((__pyx_v_e_links_low[(__pyx_v_e_x_low - 1)]) == -1); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_6; + } + __pyx_t_6 = __pyx_t_8; + } else { + __pyx_t_6 = __pyx_t_2; + } + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1307 + * if self.tight_phrases == 0: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 # <<<<<<<<<<<<<< + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + * e_x_high = e_x_high + 1 + */ + __pyx_v_e_x_low = (__pyx_v_e_x_low - 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1308 + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: # <<<<<<<<<<<<<< + * e_x_high = e_x_high + 1 + * + */ + while (1) { + __pyx_t_6 = (__pyx_v_e_x_high < __pyx_v_e_sent_len); + if (__pyx_t_6) { + __pyx_t_2 = ((__pyx_v_e_x_high - __pyx_v_e_low) < __pyx_v_self->train_max_initial_size); + if (__pyx_t_2) { + __pyx_t_8 = ((__pyx_v_e_links_low[__pyx_v_e_x_high]) == -1); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_t_2; + } + __pyx_t_2 = __pyx_t_7; + } else { + __pyx_t_2 = __pyx_t_6; + } + if (!__pyx_t_2) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1309 + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + * e_x_high = e_x_high + 1 # <<<<<<<<<<<<<< + * + * for i from e_x_low <= i <= e_low: + */ + __pyx_v_e_x_high = (__pyx_v_e_x_high + 1); + } + goto __pyx_L11; + } + __pyx_L11:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1311 + * e_x_high = e_x_high + 1 + * + * for i from e_x_low <= i <= e_low: # <<<<<<<<<<<<<< + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + * + */ + __pyx_t_3 = __pyx_v_e_low; + for (__pyx_v_i = __pyx_v_e_x_low; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1312 + * + * for i from e_x_low <= i <= e_low: + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) # <<<<<<<<<<<<<< + * + * for i from 0 <= i < num_gaps: + */ + __pyx_v_e_gaps1 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps1, (&__pyx_v_len1), (&__pyx_v_i), 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1314 + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + * + * for i from 0 <= i < num_gaps: # <<<<<<<<<<<<<< + * e_gaps2 = malloc(0) + * len2 = 0 + */ + __pyx_t_3 = __pyx_v_num_gaps; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1315 + * + * for i from 0 <= i < num_gaps: + * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< + * len2 = 0 + * + */ + __pyx_v_e_gaps2 = ((int *)malloc(0)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1316 + * for i from 0 <= i < num_gaps: + * e_gaps2 = malloc(0) + * len2 = 0 # <<<<<<<<<<<<<< + * + * j = e_gap_order[i] + */ + __pyx_v_len2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1318 + * len2 = 0 + * + * j = e_gap_order[i] # <<<<<<<<<<<<<< + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] + */ + __pyx_v_j = (__pyx_v_e_gap_order[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1319 + * + * j = e_gap_order[i] + * e_x_gap_low = e_gap_low[j] # <<<<<<<<<<<<<< + * e_x_gap_high = e_gap_high[j] + * if self.tight_phrases == 0: + */ + __pyx_v_e_x_gap_low = (__pyx_v_e_gap_low[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1320 + * j = e_gap_order[i] + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] # <<<<<<<<<<<<<< + * if self.tight_phrases == 0: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + */ + __pyx_v_e_x_gap_high = (__pyx_v_e_gap_high[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1321 + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] + * if self.tight_phrases == 0: # <<<<<<<<<<<<<< + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 + */ + __pyx_t_2 = (__pyx_v_self->tight_phrases == 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1322 + * e_x_gap_high = e_gap_high[j] + * if self.tight_phrases == 0: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: # <<<<<<<<<<<<<< + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + */ + while (1) { + __pyx_t_2 = (__pyx_v_e_x_gap_low > __pyx_v_e_x_low); + if (__pyx_t_2) { + __pyx_t_6 = ((__pyx_v_e_links_low[(__pyx_v_e_x_gap_low - 1)]) == -1); + __pyx_t_7 = __pyx_t_6; + } else { + __pyx_t_7 = __pyx_t_2; + } + if (!__pyx_t_7) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1323 + * if self.tight_phrases == 0: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 # <<<<<<<<<<<<<< + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + * e_x_gap_high = e_x_gap_high + 1 + */ + __pyx_v_e_x_gap_low = (__pyx_v_e_x_gap_low - 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1324 + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: # <<<<<<<<<<<<<< + * e_x_gap_high = e_x_gap_high + 1 + * + */ + while (1) { + __pyx_t_7 = (__pyx_v_e_x_gap_high < __pyx_v_e_x_high); + if (__pyx_t_7) { + __pyx_t_2 = ((__pyx_v_e_links_low[__pyx_v_e_x_gap_high]) == -1); + __pyx_t_6 = __pyx_t_2; + } else { + __pyx_t_6 = __pyx_t_7; + } + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1325 + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + * e_x_gap_high = e_x_gap_high + 1 # <<<<<<<<<<<<<< + * + * k = 0 + */ + __pyx_v_e_x_gap_high = (__pyx_v_e_x_gap_high + 1); + } + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1327 + * e_x_gap_high = e_x_gap_high + 1 + * + * k = 0 # <<<<<<<<<<<<<< + * step = 1+(i*2) + * while k < len1: + */ + __pyx_v_k = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1328 + * + * k = 0 + * step = 1+(i*2) # <<<<<<<<<<<<<< + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: + */ + __pyx_v_step = (1 + (__pyx_v_i * 2)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1329 + * k = 0 + * step = 1+(i*2) + * while k < len1: # <<<<<<<<<<<<<< + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: + */ + while (1) { + __pyx_t_6 = (__pyx_v_k < __pyx_v_len1); + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1330 + * step = 1+(i*2) + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: # <<<<<<<<<<<<<< + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: + */ + __pyx_t_4 = (__pyx_v_e_gap_low[__pyx_v_j]); + for (__pyx_v_m = __pyx_v_e_x_gap_low; __pyx_v_m <= __pyx_t_4; __pyx_v_m++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1331 + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: # <<<<<<<<<<<<<< + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + */ + __pyx_t_6 = (__pyx_v_m >= (__pyx_v_e_gaps1[((__pyx_v_k + __pyx_v_step) - 1)])); + if (__pyx_t_6) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1332 + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: # <<<<<<<<<<<<<< + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + */ + __pyx_t_5 = __pyx_v_e_x_gap_high; + for (__pyx_v_n = (__pyx_v_e_gap_high[__pyx_v_j]); __pyx_v_n <= __pyx_t_5; __pyx_v_n++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1333 + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + */ + __pyx_t_6 = ((__pyx_v_n - __pyx_v_m) >= 1); + if (__pyx_t_6) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1334 + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_k), __pyx_v_step); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1335 + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_m), 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1336 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) # <<<<<<<<<<<<<< + * k = k + step + * free(e_gaps1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_n), 1); + goto __pyx_L32; + } + __pyx_L32:; + } + goto __pyx_L29; + } + __pyx_L29:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1337 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step # <<<<<<<<<<<<<< + * free(e_gaps1) + * e_gaps1 = e_gaps2 + */ + __pyx_v_k = (__pyx_v_k + __pyx_v_step); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1338 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step + * free(e_gaps1) # <<<<<<<<<<<<<< + * e_gaps1 = e_gaps2 + * len1 = len2 + */ + free(__pyx_v_e_gaps1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1339 + * k = k + step + * free(e_gaps1) + * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< + * len1 = len2 + * + */ + __pyx_v_e_gaps1 = __pyx_v_e_gaps2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1340 + * free(e_gaps1) + * e_gaps1 = e_gaps2 + * len1 = len2 # <<<<<<<<<<<<<< + * + * step = 1+(num_gaps*2) + */ + __pyx_v_len1 = __pyx_v_len2; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1342 + * len1 = len2 + * + * step = 1+(num_gaps*2) # <<<<<<<<<<<<<< + * e_gaps2 = malloc(0) + * len2 = 0 + */ + __pyx_v_step = (1 + (__pyx_v_num_gaps * 2)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1343 + * + * step = 1+(num_gaps*2) + * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< + * len2 = 0 + * for i from e_high <= i <= e_x_high: + */ + __pyx_v_e_gaps2 = ((int *)malloc(0)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1344 + * step = 1+(num_gaps*2) + * e_gaps2 = malloc(0) + * len2 = 0 # <<<<<<<<<<<<<< + * for i from e_high <= i <= e_x_high: + * j = 0 + */ + __pyx_v_len2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1345 + * e_gaps2 = malloc(0) + * len2 = 0 + * for i from e_high <= i <= e_x_high: # <<<<<<<<<<<<<< + * j = 0 + * while j < len1: + */ + __pyx_t_3 = __pyx_v_e_x_high; + for (__pyx_v_i = __pyx_v_e_high; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1346 + * len2 = 0 + * for i from e_high <= i <= e_x_high: + * j = 0 # <<<<<<<<<<<<<< + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + */ + __pyx_v_j = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1347 + * for i from e_high <= i <= e_x_high: + * j = 0 + * while j < len1: # <<<<<<<<<<<<<< + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + */ + while (1) { + __pyx_t_6 = (__pyx_v_j < __pyx_v_len1); + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1348 + * j = 0 + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + */ + __pyx_t_6 = ((__pyx_v_i - (__pyx_v_e_gaps1[__pyx_v_j])) <= __pyx_v_self->train_max_initial_size); + if (__pyx_t_6) { + __pyx_t_7 = (__pyx_v_i >= (__pyx_v_e_gaps1[((__pyx_v_j + __pyx_v_step) - 1)])); + __pyx_t_2 = __pyx_t_7; + } else { + __pyx_t_2 = __pyx_t_6; + } + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1349 + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_j), __pyx_v_step); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1350 + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) # <<<<<<<<<<<<<< + * j = j + step + * free(e_gaps1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_i), 1); + goto __pyx_L37; + } + __pyx_L37:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1351 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step # <<<<<<<<<<<<<< + * free(e_gaps1) + * e_gaps1 = e_gaps2 + */ + __pyx_v_j = (__pyx_v_j + __pyx_v_step); + } + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1352 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step + * free(e_gaps1) # <<<<<<<<<<<<<< + * e_gaps1 = e_gaps2 + * len1 = len2 + */ + free(__pyx_v_e_gaps1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1353 + * j = j + step + * free(e_gaps1) + * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< + * len1 = len2 + * + */ + __pyx_v_e_gaps1 = __pyx_v_e_gaps2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1354 + * free(e_gaps1) + * e_gaps1 = e_gaps2 + * len1 = len2 # <<<<<<<<<<<<<< + * + * step = (num_gaps+1)*2 + */ + __pyx_v_len1 = __pyx_v_len2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1356 + * len1 = len2 + * + * step = (num_gaps+1)*2 # <<<<<<<<<<<<<< + * i = 0 + * + */ + __pyx_v_step = ((__pyx_v_num_gaps + 1) * 2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1357 + * + * step = (num_gaps+1)*2 + * i = 0 # <<<<<<<<<<<<<< + * + * while i < len1: + */ + __pyx_v_i = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1359 + * i = 0 + * + * while i < len1: # <<<<<<<<<<<<<< + * ephr_arr._clear() + * num_chunks = 0 + */ + while (1) { + __pyx_t_2 = (__pyx_v_i < __pyx_v_len1); + if (!__pyx_t_2) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1360 + * + * while i < len1: + * ephr_arr._clear() # <<<<<<<<<<<<<< + * num_chunks = 0 + * indexes = [] + */ + ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_ephr_arr->__pyx_vtab)->_clear(__pyx_v_ephr_arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1361 + * while i < len1: + * ephr_arr._clear() + * num_chunks = 0 # <<<<<<<<<<<<<< + * indexes = [] + * for j from 0 <= j < num_gaps+1: + */ + __pyx_v_num_chunks = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1362 + * ephr_arr._clear() + * num_chunks = 0 + * indexes = [] # <<<<<<<<<<<<<< + * for j from 0 <= j < num_gaps+1: + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + */ + __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XDECREF(((PyObject *)__pyx_v_indexes)); + __pyx_v_indexes = __pyx_t_1; + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1363 + * num_chunks = 0 + * indexes = [] + * for j from 0 <= j < num_gaps+1: # <<<<<<<<<<<<<< + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + * num_chunks = num_chunks + 1 + */ + __pyx_t_9 = (__pyx_v_num_gaps + 1); + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_9; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1364 + * indexes = [] + * for j from 0 <= j < num_gaps+1: + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: # <<<<<<<<<<<<<< + * num_chunks = num_chunks + 1 + * for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: + */ + __pyx_t_2 = ((__pyx_v_e_gaps1[(__pyx_v_i + (2 * __pyx_v_j))]) < (__pyx_v_e_gaps1[((__pyx_v_i + (2 * __pyx_v_j)) + 1)])); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1365 + * for j from 0 <= j < num_gaps+1: + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + * num_chunks = num_chunks + 1 # <<<<<<<<<<<<<< + * for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: + * indexes.append(k) + */ + __pyx_v_num_chunks = (__pyx_v_num_chunks + 1); + goto __pyx_L42; + } + __pyx_L42:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1366 + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + * num_chunks = num_chunks + 1 + * for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: # <<<<<<<<<<<<<< + * indexes.append(k) + * ephr_arr._append(self.eid2symid[self.eda.data.arr[e_sent_start+k]]) + */ + __pyx_t_3 = (__pyx_v_e_gaps1[((__pyx_v_i + (2 * __pyx_v_j)) + 1)]); + for (__pyx_v_k = (__pyx_v_e_gaps1[(__pyx_v_i + (2 * __pyx_v_j))]); __pyx_v_k < __pyx_t_3; __pyx_v_k++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1367 + * num_chunks = num_chunks + 1 + * for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: + * indexes.append(k) # <<<<<<<<<<<<<< + * ephr_arr._append(self.eid2symid[self.eda.data.arr[e_sent_start+k]]) + * if j < num_gaps: + */ + __pyx_t_1 = PyInt_FromLong(__pyx_v_k); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1367; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_10 = PyList_Append(__pyx_v_indexes, __pyx_t_1); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1367; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1368 + * for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: + * indexes.append(k) + * 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(unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1370; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1371 + * if j < num_gaps: + * indexes.append(sym_setindex(self.category, e_gap_order[j]+1)) + * ephr_arr._append(sym_setindex(self.category, e_gap_order[j]+1)) # <<<<<<<<<<<<<< + * i = i + step + * if ephr_arr.len <= self.max_target_length and num_chunks <= self.max_target_chunks: + */ + ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_ephr_arr->__pyx_vtab)->_append(__pyx_v_ephr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, ((__pyx_v_e_gap_order[__pyx_v_j]) + 1))); + goto __pyx_L45; + } + __pyx_L45:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1372 + * indexes.append(sym_setindex(self.category, e_gap_order[j]+1)) + * ephr_arr._append(sym_setindex(self.category, e_gap_order[j]+1)) + * i = i + step # <<<<<<<<<<<<<< + * 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__pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1447 + * + * for i from 0 <= i < e_sent_len: + * e_links_low[i] = -1 # <<<<<<<<<<<<<< + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: + */ + (__pyx_v_e_links_low[__pyx_v_i]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1448 + * for i from 0 <= i < e_sent_len: + * e_links_low[i] = -1 + * e_links_high[i] = -1 # <<<<<<<<<<<<<< + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 + */ + (__pyx_v_e_links_high[__pyx_v_i]) = -1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1449 + * e_links_low[i] = -1 + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: # <<<<<<<<<<<<<< + * f_links_low[i] = -1 + * f_links_high[i] = -1 + */ + __pyx_t_3 = __pyx_v_f_sent_len; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1450 + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 # <<<<<<<<<<<<<< + * f_links_high[i] = -1 + * + */ + (__pyx_v_f_links_low[__pyx_v_i]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1451 + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 + * f_links_high[i] = -1 # <<<<<<<<<<<<<< + * + * # this is really inefficient -- might be good to + */ + (__pyx_v_f_links_high[__pyx_v_i]) = -1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1457 + * # links that we care about (but then how to look up + * # when we want to check something on the e side?) + * i = 0 # <<<<<<<<<<<<<< + * while i < num_links*2: + * f_i = sent_links[i] + */ + __pyx_v_i = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1458 + * # when we want to check something on the e side?) + * i = 0 + * while i < num_links*2: # <<<<<<<<<<<<<< + * f_i = sent_links[i] + * e_i = sent_links[i+1] + */ + while (1) { + __pyx_t_7 = (__pyx_v_i < (__pyx_v_num_links * 2)); + if (!__pyx_t_7) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1459 + * i = 0 + * while i < num_links*2: + * f_i = sent_links[i] # <<<<<<<<<<<<<< + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + */ + __pyx_v_f_i = (__pyx_v_sent_links[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1460 + * while i < num_links*2: + * f_i = sent_links[i] + * e_i = sent_links[i+1] # <<<<<<<<<<<<<< + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i + */ + __pyx_v_e_i = (__pyx_v_sent_links[(__pyx_v_i + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1461 + * f_i = sent_links[i] + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: # <<<<<<<<<<<<<< + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + */ + __pyx_t_7 = ((__pyx_v_f_links_low[__pyx_v_f_i]) == -1); + if (!__pyx_t_7) { + __pyx_t_8 = ((__pyx_v_f_links_low[__pyx_v_f_i]) > __pyx_v_e_i); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1462 + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i # <<<<<<<<<<<<<< + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 + */ + (__pyx_v_f_links_low[__pyx_v_f_i]) = __pyx_v_e_i; + goto __pyx_L14; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1463 + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: # <<<<<<<<<<<<<< + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + */ + __pyx_t_9 = ((__pyx_v_f_links_high[__pyx_v_f_i]) == -1); + if (!__pyx_t_9) { + __pyx_t_7 = ((__pyx_v_f_links_high[__pyx_v_f_i]) < (__pyx_v_e_i + 1)); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_9; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1464 + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 # <<<<<<<<<<<<<< + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i + */ + (__pyx_v_f_links_high[__pyx_v_f_i]) = (__pyx_v_e_i + 1); + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1465 + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: # <<<<<<<<<<<<<< + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + */ + __pyx_t_8 = ((__pyx_v_e_links_low[__pyx_v_e_i]) == -1); + if (!__pyx_t_8) { + __pyx_t_9 = ((__pyx_v_e_links_low[__pyx_v_e_i]) > __pyx_v_f_i); + __pyx_t_7 = __pyx_t_9; + } else { + __pyx_t_7 = __pyx_t_8; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1466 + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i # <<<<<<<<<<<<<< + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 + */ + (__pyx_v_e_links_low[__pyx_v_e_i]) = __pyx_v_f_i; + goto __pyx_L16; + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1467 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: # <<<<<<<<<<<<<< + * e_links_high[e_i] = f_i + 1 + * i = i + 2 + */ + __pyx_t_7 = ((__pyx_v_e_links_high[__pyx_v_e_i]) == -1); + if (!__pyx_t_7) { + __pyx_t_8 = ((__pyx_v_e_links_high[__pyx_v_e_i]) < (__pyx_v_f_i + 1)); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1468 + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 # <<<<<<<<<<<<<< + * i = i + 2 + * + */ + (__pyx_v_e_links_high[__pyx_v_e_i]) = (__pyx_v_f_i + 1); + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1469 + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 + * i = i + 2 # <<<<<<<<<<<<<< + * + * als = [] + */ + __pyx_v_i = (__pyx_v_i + 2); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1471 + * i = i + 2 + * + * als = [] # <<<<<<<<<<<<<< + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + */ + __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1471; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_v_als = __pyx_t_2; + __pyx_t_2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1472 + * + * als = [] + * for x in range(matching.start,matching.end): # <<<<<<<<<<<<<< + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + * als.append(al) + */ + __pyx_t_3 = __pyx_v_matching->end; + for (__pyx_t_4 = __pyx_v_matching->start; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { + __pyx_v_x = __pyx_t_4; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1473 + * als = [] + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) # <<<<<<<<<<<<<< + * als.append(al) + * # check all source-side alignment constraints + */ + __pyx_t_2 = PyInt_FromLong(((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1473; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_1 = PyInt_FromLong((__pyx_v_f_links_low[((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1473; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1473; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_2); + __Pyx_GIVEREF(__pyx_t_2); + PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_2 = 0; + __pyx_t_1 = 0; + __Pyx_XDECREF(((PyObject *)__pyx_v_al)); + __pyx_v_al = __pyx_t_10; + __pyx_t_10 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1474 + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + * als.append(al) # <<<<<<<<<<<<<< + * # check all source-side alignment constraints + * met_constraints = 1 + */ + __pyx_t_11 = PyList_Append(__pyx_v_als, ((PyObject *)__pyx_v_al)); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1474; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1476 + * als.append(al) + * # check all source-side alignment constraints + * met_constraints = 1 # <<<<<<<<<<<<<< + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 + */ + __pyx_v_met_constraints = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1477 + * # check all source-side alignment constraints + * met_constraints = 1 + * if self.require_aligned_terminal: # <<<<<<<<<<<<<< + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: + */ + if (__pyx_v_self->require_aligned_terminal) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1478 + * met_constraints = 1 + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 # <<<<<<<<<<<<<< + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: + */ + __pyx_v_num_aligned_chunks = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1479 + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: # <<<<<<<<<<<<<< + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + */ + __pyx_t_3 = __pyx_v_num_chunks; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1480 + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 + */ + __pyx_t_4 = (__pyx_v_chunklen[__pyx_v_i]); + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1481 + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: # <<<<<<<<<<<<<< + * num_aligned_chunks = num_aligned_chunks + 1 + * break + */ + __pyx_t_9 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)]) > -1); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1482 + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 # <<<<<<<<<<<<<< + * break + * if num_aligned_chunks == 0: + */ + __pyx_v_num_aligned_chunks = (__pyx_v_num_aligned_chunks + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1483 + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 + * break # <<<<<<<<<<<<<< + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" + */ + goto __pyx_L24_break; + goto __pyx_L25; + } + __pyx_L25:; + } + __pyx_L24_break:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1484 + * num_aligned_chunks = num_aligned_chunks + 1 + * break + * if num_aligned_chunks == 0: # <<<<<<<<<<<<<< + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 + */ + __pyx_t_9 = (__pyx_v_num_aligned_chunks == 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1485 + * break + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" # <<<<<<<<<<<<<< + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_124)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_124); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1486 + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 # <<<<<<<<<<<<<< + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" + */ + __pyx_v_met_constraints = 0; + goto __pyx_L26; + } + __pyx_L26:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1487 + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: # <<<<<<<<<<<<<< + * reason_for_failure = "Unaligned chunk" + * met_constraints = 0 + */ + if (__pyx_v_self->require_aligned_chunks) { + __pyx_t_9 = (__pyx_v_num_aligned_chunks < __pyx_v_num_chunks); + __pyx_t_7 = __pyx_t_9; + } else { + __pyx_t_7 = __pyx_v_self->require_aligned_chunks; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1488 + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_125)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_125); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1489 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if met_constraints and self.tight_phrases: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1491 + * met_constraints = 0 + * + * if met_constraints and self.tight_phrases: # <<<<<<<<<<<<<< + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: + */ + if (__pyx_v_met_constraints) { + __pyx_t_7 = __pyx_v_self->tight_phrases; + } else { + __pyx_t_7 = __pyx_v_met_constraints; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1493 + * if met_constraints and self.tight_phrases: + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + */ + __pyx_t_12 = (__pyx_v_num_chunks - 1); + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1494 + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: # <<<<<<<<<<<<<< + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + */ + __pyx_t_7 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start)]) == -1); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1495 + * for i from 0 <= i < num_chunks-1: + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< + * met_constraints = 0 + * break + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_126)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_126); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1496 + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 # <<<<<<<<<<<<<< + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + */ + __pyx_v_met_constraints = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1497 + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + * break # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + */ + goto __pyx_L30_break; + goto __pyx_L31; + } + __pyx_L31:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1498 + * met_constraints = 0 + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: # <<<<<<<<<<<<<< + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + */ + __pyx_t_7 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - 1) - __pyx_v_f_sent_start)]) == -1); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1499 + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< + * met_constraints = 0 + * break + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_126)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_126); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1500 + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 # <<<<<<<<<<<<<< + * break + * + */ + __pyx_v_met_constraints = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1501 + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + * break # <<<<<<<<<<<<<< + * + * f_low = matching.arr[matching.start] - f_sent_start + */ + goto __pyx_L30_break; + goto __pyx_L32; + } + __pyx_L32:; + } + __pyx_L30_break:; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1503 + * break + * + * f_low = matching.arr[matching.start] - f_sent_start # <<<<<<<<<<<<<< + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + * if met_constraints: + */ + __pyx_v_f_low = ((__pyx_v_matching->arr[__pyx_v_matching->start]) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1504 + * + * f_low = matching.arr[matching.start] - f_sent_start + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start # <<<<<<<<<<<<<< + * if met_constraints: + * + */ + __pyx_v_f_high = (((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_matching->size) - 1)]) + (__pyx_v_chunklen[(__pyx_v_num_chunks - 1)])) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1505 + * f_low = matching.arr[matching.start] - f_sent_start + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + * if met_constraints: # <<<<<<<<<<<<<< + * + * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, + */ + if (__pyx_v_met_constraints) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1507 + * if met_constraints: + * + * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, # <<<<<<<<<<<<<< + * -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, + */ + __pyx_t_10 = PyInt_FromLong(__pyx_v_f_high); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1507; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1511 + * self.train_max_initial_size, self.train_max_initial_size, + * self.train_min_gap_size, 0, + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): # <<<<<<<<<<<<<< + * gap_error = 0 + * num_gaps = 0 + */ + __pyx_t_3 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_low, __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, (&__pyx_v_e_low), (&__pyx_v_e_high), (&__pyx_v_f_back_low), (&__pyx_v_f_back_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_min_gap_size, 0, ((__pyx_v_self->max_nonterminals - __pyx_v_num_chunks) + 1), 1, 1, 0, 0); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1512 + * self.train_min_gap_size, 0, + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + * gap_error = 0 # <<<<<<<<<<<<<< + * num_gaps = 0 + * + */ + __pyx_v_gap_error = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1513 + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + * gap_error = 0 + * num_gaps = 0 # <<<<<<<<<<<<<< + * + * if f_back_low < f_low: + */ + __pyx_v_num_gaps = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1515 + * num_gaps = 0 + * + * if f_back_low < f_low: # <<<<<<<<<<<<<< + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low + */ + __pyx_t_7 = (__pyx_v_f_back_low < __pyx_v_f_low); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1516 + * + * if f_back_low < f_low: + * f_gap_low[0] = f_back_low # <<<<<<<<<<<<<< + * f_gap_high[0] = f_low + * num_gaps = 1 + */ + (__pyx_v_f_gap_low[0]) = __pyx_v_f_back_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1517 + * if f_back_low < f_low: + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low # <<<<<<<<<<<<<< + * num_gaps = 1 + * gap_start = 0 + */ + (__pyx_v_f_gap_high[0]) = __pyx_v_f_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1518 + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low + * num_gaps = 1 # <<<<<<<<<<<<<< + * gap_start = 0 + * phrase_len = phrase_len+1 + */ + __pyx_v_num_gaps = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1519 + * f_gap_high[0] = f_low + * num_gaps = 1 + * gap_start = 0 # <<<<<<<<<<<<<< + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + */ + __pyx_v_gap_start = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1520 + * num_gaps = 1 + * gap_start = 0 + * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< + * if phrase_len > self.max_length: + * gap_error = 1 + */ + __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1521 + * gap_start = 0 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: # <<<<<<<<<<<<<< + * gap_error = 1 + * if self.tight_phrases: + */ + __pyx_t_7 = (__pyx_v_phrase_len > __pyx_v_self->max_length); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1522 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + * gap_error = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + */ + __pyx_v_gap_error = 1; + goto __pyx_L36; + } + __pyx_L36:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1523 + * if phrase_len > self.max_length: + * gap_error = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 + */ + if (__pyx_v_self->tight_phrases) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1524 + * gap_error = 1 + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: # <<<<<<<<<<<<<< + * gap_error = 1 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + */ + __pyx_t_7 = ((__pyx_v_f_links_low[__pyx_v_f_back_low]) == -1); + if (!__pyx_t_7) { + __pyx_t_9 = ((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) == -1); + __pyx_t_8 = __pyx_t_9; + } else { + __pyx_t_8 = __pyx_t_7; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1525 + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + * else: + */ + __pyx_v_gap_error = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1526 + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" # <<<<<<<<<<<<<< + * else: + * gap_start = 1 + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_127)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_127); + goto __pyx_L38; + } + __pyx_L38:; + goto __pyx_L37; + } + __pyx_L37:; + goto __pyx_L35; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1528 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + * else: + * gap_start = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases and f_links_low[f_low] == -1: + * # this is not a hard error. we can't extract this phrase + */ + __pyx_v_gap_start = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1529 + * else: + * gap_start = 1 + * if self.tight_phrases and f_links_low[f_low] == -1: # <<<<<<<<<<<<<< + * # this is not a hard error. we can't extract this phrase + * # but we still might be able to extract a superphrase + */ + if (__pyx_v_self->tight_phrases) { + __pyx_t_8 = ((__pyx_v_f_links_low[__pyx_v_f_low]) == -1); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_v_self->tight_phrases; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1532 + * # this is not a hard error. we can't extract this phrase + * # but we still might be able to extract a superphrase + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * for i from 0 <= i < matching.size - 1: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L39; + } + __pyx_L39:; + } + __pyx_L35:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1534 + * met_constraints = 0 + * + * for i from 0 <= i < matching.size - 1: # <<<<<<<<<<<<<< + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + */ + __pyx_t_12 = (__pyx_v_matching->size - 1); + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1535 + * + * for i from 0 <= i < matching.size - 1: + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start # <<<<<<<<<<<<<< + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + * num_gaps = num_gaps + 1 + */ + (__pyx_v_f_gap_low[(1 + __pyx_v_i)]) = (((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1536 + * for i from 0 <= i < matching.size - 1: + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start # <<<<<<<<<<<<<< + * num_gaps = num_gaps + 1 + * + */ + (__pyx_v_f_gap_high[(1 + __pyx_v_i)]) = ((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1537 + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< + * + * if f_high < f_back_high: + */ + __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1539 + * num_gaps = num_gaps + 1 + * + * if f_high < f_back_high: # <<<<<<<<<<<<<< + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high + */ + __pyx_t_7 = (__pyx_v_f_high < __pyx_v_f_back_high); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1540 + * + * if f_high < f_back_high: + * f_gap_low[gap_start+num_gaps] = f_high # <<<<<<<<<<<<<< + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 + */ + (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_high; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1541 + * if f_high < f_back_high: + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high # <<<<<<<<<<<<<< + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 + */ + (__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_back_high; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1542 + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + */ + __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1543 + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< + * if phrase_len > self.max_length: + * gap_error = 1 + */ + __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1544 + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: # <<<<<<<<<<<<<< + * gap_error = 1 + * if self.tight_phrases: + */ + __pyx_t_7 = (__pyx_v_phrase_len > __pyx_v_self->max_length); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1545 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + * gap_error = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + */ + __pyx_v_gap_error = 1; + goto __pyx_L43; + } + __pyx_L43:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1546 + * if phrase_len > self.max_length: + * gap_error = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 + */ + if (__pyx_v_self->tight_phrases) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1547 + * gap_error = 1 + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: # <<<<<<<<<<<<<< + * gap_error = 1 + * reason_for_failure = "Inside edges of following subphrase are not tight" + */ + __pyx_t_7 = ((__pyx_v_f_links_low[(__pyx_v_f_back_high - 1)]) == -1); + if (!__pyx_t_7) { + __pyx_t_8 = ((__pyx_v_f_links_low[__pyx_v_f_high]) == -1); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1548 + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Inside edges of following subphrase are not tight" + * else: + */ + __pyx_v_gap_error = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1549 + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 + * reason_for_failure = "Inside edges of following subphrase are not tight" # <<<<<<<<<<<<<< + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_128)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_128); + goto __pyx_L45; + } + __pyx_L45:; + goto __pyx_L44; + } + __pyx_L44:; + goto __pyx_L42; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1551 + 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f_links_low[f_back_high-1] != -1))): + */ + __pyx_t_9 = (__pyx_v_f_back_low == __pyx_v_f_low); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1604 + * f_back_high - f_back_low + self.train_min_gap_size <= self.train_max_initial_size): + * if (f_back_low == f_low and + * f_low >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_back_high-1] != -1))): + * f_x_low = f_low-self.train_min_gap_size + */ + __pyx_t_7 = (__pyx_v_f_low >= __pyx_v_self->train_min_gap_size); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1605 + * if (f_back_low == f_low and + * f_low >= self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_back_high-1] != -1))): # <<<<<<<<<<<<<< + * f_x_low = f_low-self.train_min_gap_size + * met_constraints = 1 + */ + __pyx_t_18 = (!__pyx_v_self->tight_phrases); + if 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and f_links_low[f_back_high-1] != -1))): + * f_x_low = f_low-self.train_min_gap_size + * met_constraints = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + */ + __pyx_v_met_constraints = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1608 + * f_x_low = f_low-self.train_min_gap_size + * met_constraints = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 + */ + if (__pyx_v_self->tight_phrases) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1609 + * met_constraints = 1 + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: # <<<<<<<<<<<<<< + * f_x_low = f_x_low - 1 + * if f_x_low < 0 or f_back_high - f_x_low > self.train_max_initial_size: + */ + while (1) { + __pyx_t_7 = (__pyx_v_f_x_low >= 0); + if (__pyx_t_7) { + __pyx_t_9 = ((__pyx_v_f_links_low[__pyx_v_f_x_low]) == -1); + __pyx_t_18 = 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__Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; + } + __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0; + goto __pyx_L69; + } + __pyx_L69:; + goto __pyx_L64; + } + __pyx_L64:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1656 + * extracts.append((fphr, phrase2, pair_count, tuple(als2))) + * + * if (f_back_high == f_high and # <<<<<<<<<<<<<< + * f_sent_len - f_high >= self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_high] != -1 and f_links_low[f_back_low] != -1))): + */ + __pyx_t_9 = (__pyx_v_f_back_high == __pyx_v_f_high); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1657 + * + * if (f_back_high == f_high and + * f_sent_len - f_high >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * ((not self.tight_phrases) or (f_links_low[f_high] != -1 and f_links_low[f_back_low] != -1))): + * f_x_high = f_high+self.train_min_gap_size + */ + __pyx_t_7 = 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"/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1659 + * f_sent_len - f_high >= self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_high] != -1 and f_links_low[f_back_low] != -1))): + * f_x_high = f_high+self.train_min_gap_size # <<<<<<<<<<<<<< + * met_constraints = 1 + * if self.tight_phrases: + */ + __pyx_v_f_x_high = (__pyx_v_f_high + __pyx_v_self->train_min_gap_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1660 + * ((not self.tight_phrases) or (f_links_low[f_high] != -1 and f_links_low[f_back_low] != -1))): + * f_x_high = f_high+self.train_min_gap_size + * met_constraints = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + */ + __pyx_v_met_constraints = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1661 + * f_x_high = f_high+self.train_min_gap_size + * met_constraints = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + */ + if (__pyx_v_self->tight_phrases) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1662 + * met_constraints = 1 + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: # <<<<<<<<<<<<<< + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size: + */ + while (1) { + __pyx_t_7 = (__pyx_v_f_x_high <= __pyx_v_f_sent_len); + if (__pyx_t_7) { + __pyx_t_9 = ((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) == -1); + __pyx_t_18 = __pyx_t_9; + } else { + __pyx_t_18 = __pyx_t_7; + } + if (!__pyx_t_18) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1663 + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 # <<<<<<<<<<<<<< + * if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size: + * met_constraints = 0 + */ + __pyx_v_f_x_high = (__pyx_v_f_x_high + 1); + } + goto __pyx_L80; + } + __pyx_L80:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1664 + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_18 = (__pyx_v_f_x_high > __pyx_v_f_sent_len); + if (!__pyx_t_18) { + __pyx_t_7 = ((__pyx_v_f_x_high - __pyx_v_f_back_low) > __pyx_v_self->train_max_initial_size); + __pyx_t_9 = __pyx_t_7; + } else { + __pyx_t_9 = __pyx_t_18; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1665 + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if (met_constraints and + */ + __pyx_v_met_constraints = 0; + 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"/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1685 + * i = 1 + * self.findexes.reset() + * if f_back_low < f_low: # <<<<<<<<<<<<<< + * fphr_arr._append(sym_setindex(self.category, i)) + * i = i+1 + */ + __pyx_t_9 = (__pyx_v_f_back_low < __pyx_v_f_low); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1686 + * self.findexes.reset() + * if f_back_low < f_low: + * fphr_arr._append(sym_setindex(self.category, i)) # <<<<<<<<<<<<<< + * i = i+1 + * self.findexes.append(sym_setindex(self.category, i)) + */ + ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1687 + * if f_back_low < f_low: + * fphr_arr._append(sym_setindex(self.category, i)) + * i = i+1 # <<<<<<<<<<<<<< + * self.findexes.append(sym_setindex(self.category, i)) + * self.findexes.extend(self.findexes1) + 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__pyx_f[8]; __pyx_lineno = 1689; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0; + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1690 + * self.findexes.append(sym_setindex(self.category, i)) + * self.findexes.extend(self.findexes1) + * for j from 0 <= j < phrase.n: # <<<<<<<<<<<<<< + * if sym_isvar(phrase.syms[j]): + * fphr_arr._append(sym_setindex(self.category, i)) + */ + __pyx_t_3 = __pyx_v_phrase->n; + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_3; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1691 + * self.findexes.extend(self.findexes1) + * for j from 0 <= j < phrase.n: + * if sym_isvar(phrase.syms[j]): # <<<<<<<<<<<<<< + * fphr_arr._append(sym_setindex(self.category, i)) + * i = i + 1 + */ + __pyx_t_4 = __pyx_f_3_sa_sym_isvar((__pyx_v_phrase->syms[__pyx_v_j])); 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self.max_nonterminals - 1 and + * phrase_len+1 < self.max_length and # <<<<<<<<<<<<<< + * f_back_high == f_high and + * f_back_low == f_low and + */ + __pyx_t_7 = ((__pyx_v_phrase_len + 1) < __pyx_v_self->max_length); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1711 + * if (num_gaps < self.max_nonterminals - 1 and + * phrase_len+1 < self.max_length and + * f_back_high == f_high and # <<<<<<<<<<<<<< + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + */ + __pyx_t_18 = (__pyx_v_f_back_high == __pyx_v_f_high); + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1712 + * phrase_len+1 < self.max_length and + * f_back_high == f_high and + * f_back_low == f_low and # <<<<<<<<<<<<<< + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and + */ + __pyx_t_8 = (__pyx_v_f_back_low == __pyx_v_f_low); + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1713 + * f_back_high == f_high and + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and + */ + __pyx_t_19 = (((__pyx_v_f_back_high - __pyx_v_f_back_low) + (2 * __pyx_v_self->train_min_gap_size)) <= __pyx_v_self->train_max_initial_size); + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1714 + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * f_high <= f_sent_len - self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + */ + __pyx_t_20 = (__pyx_v_f_low >= __pyx_v_self->train_min_gap_size); + if (__pyx_t_20) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1715 + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and # <<<<<<<<<<<<<< + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + * + */ + __pyx_t_21 = (__pyx_v_f_high <= (__pyx_v_f_sent_len - __pyx_v_self->train_min_gap_size)); + if (__pyx_t_21) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1716 + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): # <<<<<<<<<<<<<< + * + * met_constraints = 1 + */ + __pyx_t_22 = (!__pyx_v_self->tight_phrases); + if (!__pyx_t_22) { + __pyx_t_23 = ((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) != -1); + if (__pyx_t_23) { + __pyx_t_24 = ((__pyx_v_f_links_low[__pyx_v_f_high]) != -1); + __pyx_t_25 = __pyx_t_24; + } else { + __pyx_t_25 = __pyx_t_23; + } + __pyx_t_23 = __pyx_t_25; + } else { + __pyx_t_23 = __pyx_t_22; + } + __pyx_t_22 = __pyx_t_23; + } else { + __pyx_t_22 = __pyx_t_21; + } + __pyx_t_21 = __pyx_t_22; + } else { + __pyx_t_21 = __pyx_t_20; + } + __pyx_t_20 = __pyx_t_21; + } else { + __pyx_t_20 = __pyx_t_19; + } + __pyx_t_19 = __pyx_t_20; + } else { + __pyx_t_19 = __pyx_t_8; + } + __pyx_t_8 = __pyx_t_19; + } else { + __pyx_t_8 = __pyx_t_18; + } + __pyx_t_18 = __pyx_t_8; + } else { + __pyx_t_18 = __pyx_t_7; + } + __pyx_t_7 = __pyx_t_18; + } else { + __pyx_t_7 = __pyx_t_9; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1718 + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + * + * met_constraints = 1 # <<<<<<<<<<<<<< + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: + */ + __pyx_v_met_constraints = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1719 + * + * met_constraints = 1 + * f_x_low = f_low-self.train_min_gap_size # <<<<<<<<<<<<<< + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + */ + __pyx_v_f_x_low = (__pyx_v_f_low - __pyx_v_self->train_min_gap_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1720 + * met_constraints = 1 + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: # <<<<<<<<<<<<<< + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 + */ + if (__pyx_v_self->tight_phrases) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1721 + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: # <<<<<<<<<<<<<< + * f_x_low = f_x_low - 1 + * if f_x_low < 0: + */ + while (1) { + __pyx_t_7 = (__pyx_v_f_x_low >= 0); + if (__pyx_t_7) { + __pyx_t_9 = ((__pyx_v_f_links_low[__pyx_v_f_x_low]) == -1); + __pyx_t_18 = __pyx_t_9; + } else { + __pyx_t_18 = __pyx_t_7; + } + if (!__pyx_t_18) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1722 + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 # <<<<<<<<<<<<<< + * if f_x_low < 0: + * met_constraints = 0 + */ + __pyx_v_f_x_low = (__pyx_v_f_x_low - 1); + } + goto __pyx_L95; + } + __pyx_L95:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1723 + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 + * if f_x_low < 0: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_18 = (__pyx_v_f_x_low < 0); + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1724 + * f_x_low = f_x_low - 1 + * if f_x_low < 0: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * f_x_high = f_high+self.train_min_gap_size + */ + __pyx_v_met_constraints = 0; + goto __pyx_L98; + } + __pyx_L98:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1726 + * met_constraints = 0 + * + * f_x_high = f_high+self.train_min_gap_size # <<<<<<<<<<<<<< + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + */ + __pyx_v_f_x_high = (__pyx_v_f_high + __pyx_v_self->train_min_gap_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1727 + * + * f_x_high = f_high+self.train_min_gap_size + * if self.tight_phrases: # <<<<<<<<<<<<<< + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + */ + if (__pyx_v_self->tight_phrases) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1728 + * f_x_high = f_high+self.train_min_gap_size + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: # <<<<<<<<<<<<<< + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + */ + while (1) { + __pyx_t_18 = (__pyx_v_f_x_high <= __pyx_v_f_sent_len); + if (__pyx_t_18) { + __pyx_t_7 = ((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) == -1); + __pyx_t_9 = __pyx_t_7; + } else { + __pyx_t_9 = __pyx_t_18; + } + if (!__pyx_t_9) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1729 + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 # <<<<<<<<<<<<<< + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + * met_constraints = 0 + */ + __pyx_v_f_x_high = (__pyx_v_f_x_high + 1); + } + goto __pyx_L99; + } + __pyx_L99:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1730 + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_9 = (__pyx_v_f_x_high > __pyx_v_f_sent_len); + if (!__pyx_t_9) { + __pyx_t_18 = ((__pyx_v_f_x_high - __pyx_v_f_x_low) > __pyx_v_self->train_max_initial_size); + __pyx_t_7 = __pyx_t_18; + } else { + __pyx_t_7 = __pyx_t_9; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1731 + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if (met_constraints and + */ + __pyx_v_met_constraints = 0; + goto __pyx_L102; + } + __pyx_L102:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1733 + * met_constraints = 0 + * + * if (met_constraints and # <<<<<<<<<<<<<< + * self.find_fixpoint(f_x_low, f_x_high, + * f_links_low, f_links_high, e_links_low, e_links_high, + */ + if (__pyx_v_met_constraints) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1734 + * + * if (met_constraints and + * self.find_fixpoint(f_x_low, f_x_high, # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + */ + __pyx_t_1 = PyInt_FromLong(__pyx_v_f_x_high); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1734; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1738 + * e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + * f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< + * 1, 1, 2, 1, 1, 1, 1) and + * ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and + */ + if (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_1, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_e_low, __pyx_v_e_high, (&__pyx_v_e_x_low), (&__pyx_v_e_x_high), (&__pyx_v_f_x_low), (&__pyx_v_f_x_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 1, 1, 2, 1, 1, 1, 1)) { + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1740 + * self.train_max_initial_size, self.train_max_initial_size, + * 1, 1, 2, 1, 1, 1, 1) and + * ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and # <<<<<<<<<<<<<< + * self.find_fixpoint(f_x_low, f_low, + * f_links_low, f_links_high, e_links_low, e_links_high, + */ + __pyx_t_7 = (!__pyx_v_self->tight_phrases); + if (!__pyx_t_7) { + __pyx_t_9 = ((__pyx_v_f_links_low[__pyx_v_f_x_low]) != -1); + if (__pyx_t_9) { + __pyx_t_18 = ((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) != -1); + __pyx_t_8 = __pyx_t_18; + } else { + __pyx_t_8 = __pyx_t_9; + } + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1741 + * 1, 1, 2, 1, 1, 1, 1) and + * ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and + * self.find_fixpoint(f_x_low, f_low, # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, + */ + __pyx_t_15 = PyInt_FromLong(__pyx_v_f_low); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1741; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_15); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1745 + * -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, + * f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< + * 0, 0, 0, 0, 0, 0, 0) and + * self.find_fixpoint(f_high, f_x_high, + */ + __pyx_t_3 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_15, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, __pyx_v_e_gap_low, __pyx_v_e_gap_high, __pyx_v_f_gap_low, __pyx_v_f_gap_high, __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0); + __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0; + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1747 + * self.train_max_initial_size, self.train_max_initial_size, + * 0, 0, 0, 0, 0, 0, 0) and + * self.find_fixpoint(f_high, f_x_high, # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * -1, -1, e_gap_low+1+num_gaps, e_gap_high+1+num_gaps, + */ + __pyx_t_15 = PyInt_FromLong(__pyx_v_f_x_high); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1747; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_15); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1752 + * f_gap_low+1+num_gaps, f_gap_high+1+num_gaps, + * f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< + * 0, 0, 0, 0, 0, 0, 0)): + * fphr_arr._clear() + */ + __pyx_t_4 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_high, __pyx_t_15, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, ((__pyx_v_e_gap_low + 1) + __pyx_v_num_gaps), ((__pyx_v_e_gap_high + 1) + __pyx_v_num_gaps), ((__pyx_v_f_gap_low + 1) + __pyx_v_num_gaps), ((__pyx_v_f_gap_high + 1) + __pyx_v_num_gaps), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0); + __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0; + __pyx_t_7 = __pyx_t_4; + } else { + __pyx_t_7 = __pyx_t_3; + } + __pyx_t_8 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(__pyx_t_13 >= PyList_GET_SIZE(__pyx_t_14)) break; + #if CYTHON_COMPILING_IN_CPYTHON + __pyx_t_15 = PyList_GET_ITEM(__pyx_t_14, __pyx_t_13); __Pyx_INCREF(__pyx_t_15); __pyx_t_13++; + #else + __pyx_t_15 = PySequence_ITEM(__pyx_t_14, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif + } else if (!__pyx_t_16 && PyTuple_CheckExact(__pyx_t_14)) { + if (__pyx_t_13 >= PyTuple_GET_SIZE(__pyx_t_14)) break; + #if CYTHON_COMPILING_IN_CPYTHON + __pyx_t_15 = PyTuple_GET_ITEM(__pyx_t_14, __pyx_t_13); __Pyx_INCREF(__pyx_t_15); __pyx_t_13++; + #else + __pyx_t_15 = PySequence_ITEM(__pyx_t_14, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #endif + } else { + __pyx_t_15 = __pyx_t_16(__pyx_t_14); + if (unlikely(!__pyx_t_15)) { + if (PyErr_Occurred()) { + if 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p->f = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); + p->e = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); + p->word_alignments = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_3_sa_4Rule_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_Rule(PyObject *o) { + struct __pyx_obj_3_sa_Rule *p = (struct __pyx_obj_3_sa_Rule *)o; + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_4Rule_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_XDECREF(((PyObject *)p->f)); + Py_XDECREF(((PyObject *)p->e)); + Py_XDECREF(p->word_alignments); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_Rule(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_Rule *p = (struct __pyx_obj_3_sa_Rule *)o; + if (p->f) { + e = (*v)(((PyObject*)p->f), a); if (e) return e; + } + if (p->e) { + e = (*v)(((PyObject*)p->e), a); if (e) return e; + } + if (p->word_alignments) { + e = (*v)(p->word_alignments, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Rule(PyObject *o) { + struct __pyx_obj_3_sa_Rule *p = (struct __pyx_obj_3_sa_Rule *)o; + PyObject* tmp; + tmp = ((PyObject*)p->f); + p->f = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->e); + p->e = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->word_alignments); + p->word_alignments = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_3_sa_4Rule_scores(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_4Rule_6scores_1__get__(o); +} + +static int __pyx_setprop_3_sa_4Rule_scores(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_4Rule_6scores_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_3_sa_4Rule_lhs(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_4Rule_3lhs_1__get__(o); +} + +static int __pyx_setprop_3_sa_4Rule_lhs(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_4Rule_3lhs_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_3_sa_4Rule_f(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_4Rule_1f_1__get__(o); +} + +static PyObject *__pyx_getprop_3_sa_4Rule_e(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_4Rule_1e_1__get__(o); +} + +static PyObject *__pyx_getprop_3_sa_4Rule_word_alignments(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_4Rule_15word_alignments_1__get__(o); +} + +static int __pyx_setprop_3_sa_4Rule_word_alignments(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_4Rule_15word_alignments_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_4Rule_15word_alignments_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_Rule[] = { + {__Pyx_NAMESTR("fmerge"), (PyCFunction)__pyx_pw_3_sa_4Rule_11fmerge, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("arity"), (PyCFunction)__pyx_pw_3_sa_4Rule_13arity, METH_NOARGS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_Rule[] = { + {(char *)"scores", __pyx_getprop_3_sa_4Rule_scores, __pyx_setprop_3_sa_4Rule_scores, 0, 0}, + {(char *)"lhs", __pyx_getprop_3_sa_4Rule_lhs, __pyx_setprop_3_sa_4Rule_lhs, 0, 0}, + {(char *)"f", __pyx_getprop_3_sa_4Rule_f, 0, 0, 0}, + {(char *)"e", __pyx_getprop_3_sa_4Rule_e, 0, 0, 0}, + {(char *)"word_alignments", __pyx_getprop_3_sa_4Rule_word_alignments, __pyx_setprop_3_sa_4Rule_word_alignments, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Rule = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + __pyx_pw_3_sa_4Rule_9__iadd__, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Rule = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Rule = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Rule = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_Rule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.Rule"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_Rule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_Rule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_3_sa_4Rule_7__cmp__, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Rule, /*tp_as_number*/ + &__pyx_tp_as_sequence_Rule, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Rule, /*tp_as_mapping*/ + __pyx_pw_3_sa_4Rule_5__hash__, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_3_sa_4Rule_15__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Rule, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_Rule, /*tp_traverse*/ + __pyx_tp_clear_3_sa_Rule, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_Rule, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_3_sa_Rule, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_Rule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_FloatList __pyx_vtable_3_sa_FloatList; + +static PyObject *__pyx_tp_new_3_sa_FloatList(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_FloatList *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_FloatList *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_FloatList; + if (__pyx_pw_3_sa_9FloatList_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_FloatList(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_9FloatList_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_3_sa_FloatList(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_3_sa_FloatList(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_3_sa_9FloatList_7__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_3_sa_FloatList[] = { + {__Pyx_NAMESTR("append"), (PyCFunction)__pyx_pw_3_sa_9FloatList_11append, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_3_sa_9FloatList_13write, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_3_sa_9FloatList_15read, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_FloatList = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_FloatList = { + __pyx_pw_3_sa_9FloatList_9__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_3_sa_FloatList, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_FloatList = { + __pyx_pw_3_sa_9FloatList_9__len__, /*mp_length*/ + __pyx_pw_3_sa_9FloatList_5__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_3_sa_FloatList, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_FloatList = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_FloatList = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.FloatList"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_FloatList), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_FloatList, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_FloatList, /*tp_as_number*/ + &__pyx_tp_as_sequence_FloatList, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_FloatList, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_FloatList, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_FloatList, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_FloatList, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_IntList __pyx_vtable_3_sa_IntList; + +static PyObject *__pyx_tp_new_3_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_IntList *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_IntList *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_IntList; + if (__pyx_pw_3_sa_7IntList_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_IntList(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_7IntList_15__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_3_sa_IntList(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_3_sa_IntList(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_3_sa_7IntList_19__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_3_sa_IntList[] = { + {__Pyx_NAMESTR("index"), (PyCFunction)__pyx_pw_3_sa_7IntList_5index, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("partition"), (PyCFunction)__pyx_pw_3_sa_7IntList_7partition, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("_doquicksort"), (PyCFunction)__pyx_pw_3_sa_7IntList_9_doquicksort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sort"), (PyCFunction)__pyx_pw_3_sa_7IntList_11sort, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reset"), (PyCFunction)__pyx_pw_3_sa_7IntList_13reset, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getSize"), (PyCFunction)__pyx_pw_3_sa_7IntList_23getSize, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("append"), (PyCFunction)__pyx_pw_3_sa_7IntList_25append, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("extend"), (PyCFunction)__pyx_pw_3_sa_7IntList_27extend, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_3_sa_7IntList_29write, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_3_sa_7IntList_31read, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_IntList = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_IntList = { + __pyx_pw_3_sa_7IntList_21__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_3_sa_IntList, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_IntList = { + __pyx_pw_3_sa_7IntList_21__len__, /*mp_length*/ + __pyx_pw_3_sa_7IntList_17__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_3_sa_IntList, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_IntList = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_IntList = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.IntList"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_IntList), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_IntList, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_IntList, /*tp_as_number*/ + &__pyx_tp_as_sequence_IntList, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_IntList, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_3_sa_7IntList_3__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_IntList, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_IntList, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_IntList, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_StringMap __pyx_vtable_3_sa_StringMap; + +static PyObject *__pyx_tp_new_3_sa_StringMap(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa_StringMap *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_StringMap *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_StringMap; + if (__pyx_pw_3_sa_9StringMap_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_StringMap(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_9StringMap_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_3_sa_StringMap[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_StringMap = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_StringMap = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_StringMap = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_StringMap = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_StringMap = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.StringMap"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_StringMap), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_StringMap, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_StringMap, /*tp_as_number*/ + &__pyx_tp_as_sequence_StringMap, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_StringMap, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_StringMap, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_StringMap, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_StringMap, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_DataArray __pyx_vtable_3_sa_DataArray; + +static PyObject *__pyx_tp_new_3_sa_DataArray(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_DataArray *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_DataArray *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_DataArray; + p->word2id = Py_None; Py_INCREF(Py_None); + p->id2word = Py_None; Py_INCREF(Py_None); + p->data = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_id = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_3_sa_9DataArray_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_DataArray(PyObject *o) { + struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o; + Py_XDECREF(p->word2id); + Py_XDECREF(p->id2word); + Py_XDECREF(((PyObject *)p->data)); + Py_XDECREF(((PyObject *)p->sent_id)); + Py_XDECREF(((PyObject *)p->sent_index)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_DataArray(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o; + if (p->word2id) { + e = (*v)(p->word2id, a); if (e) return e; + } + if (p->id2word) { + e = (*v)(p->id2word, a); if (e) return e; + } + if (p->data) { + e = (*v)(((PyObject*)p->data), a); if (e) return e; + } + if (p->sent_id) { + e = (*v)(((PyObject*)p->sent_id), a); if (e) return e; + } + if (p->sent_index) { + e = (*v)(((PyObject*)p->sent_index), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_DataArray(PyObject *o) { + struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o; + PyObject* tmp; + tmp = ((PyObject*)p->word2id); + p->word2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2word); + p->id2word = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->data); + p->data = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_id); + p->sent_id = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_index); + p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_DataArray[] = { + {__Pyx_NAMESTR("getSentId"), (PyCFunction)__pyx_pw_3_sa_9DataArray_5getSentId, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getSent"), (PyCFunction)__pyx_pw_3_sa_9DataArray_7getSent, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getSentPos"), (PyCFunction)__pyx_pw_3_sa_9DataArray_9getSentPos, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_id"), (PyCFunction)__pyx_pw_3_sa_9DataArray_11get_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_word"), (PyCFunction)__pyx_pw_3_sa_9DataArray_13get_word, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_9DataArray_15write_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_9DataArray_17read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_19read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_21write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced_handle"), (PyCFunction)__pyx_pw_3_sa_9DataArray_23write_enhanced_handle, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_9DataArray_25write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_DataArray = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_DataArray = { + __pyx_pw_3_sa_9DataArray_3__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_DataArray = { + __pyx_pw_3_sa_9DataArray_3__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_DataArray = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_DataArray = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.DataArray"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_DataArray), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_DataArray, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_DataArray, /*tp_as_number*/ + &__pyx_tp_as_sequence_DataArray, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_DataArray, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_DataArray, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_DataArray, /*tp_traverse*/ + __pyx_tp_clear_3_sa_DataArray, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_DataArray, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_DataArray, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_Alignment __pyx_vtable_3_sa_Alignment; + +static PyObject *__pyx_tp_new_3_sa_Alignment(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_Alignment *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_Alignment *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_Alignment; + p->links = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_3_sa_9Alignment_5__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_Alignment(PyObject *o) { + struct __pyx_obj_3_sa_Alignment *p = (struct __pyx_obj_3_sa_Alignment *)o; + Py_XDECREF(((PyObject *)p->links)); + Py_XDECREF(((PyObject *)p->sent_index)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_Alignment(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_Alignment *p = (struct __pyx_obj_3_sa_Alignment *)o; + if (p->links) { + e = (*v)(((PyObject*)p->links), a); if (e) return e; + } + if (p->sent_index) { + e = (*v)(((PyObject*)p->sent_index), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Alignment(PyObject *o) { + struct __pyx_obj_3_sa_Alignment *p = (struct __pyx_obj_3_sa_Alignment *)o; + PyObject* tmp; + tmp = ((PyObject*)p->links); + p->links = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_index); + p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_Alignment[] = { + {__Pyx_NAMESTR("unlink"), (PyCFunction)__pyx_pw_3_sa_9Alignment_1unlink, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_9Alignment_unlink)}, + {__Pyx_NAMESTR("get_sent_links"), (PyCFunction)__pyx_pw_3_sa_9Alignment_3get_sent_links, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_9Alignment_7read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_9Alignment_9read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_9Alignment_11write_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_9Alignment_13write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_9Alignment_15write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("alignment"), (PyCFunction)__pyx_pw_3_sa_9Alignment_17alignment, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_9Alignment_16alignment)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Alignment = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Alignment = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Alignment = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Alignment = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_Alignment = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.Alignment"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_Alignment), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_Alignment, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Alignment, /*tp_as_number*/ + &__pyx_tp_as_sequence_Alignment, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Alignment, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Alignment, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_Alignment, /*tp_traverse*/ + __pyx_tp_clear_3_sa_Alignment, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_Alignment, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_Alignment, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_BiLex __pyx_vtable_3_sa_BiLex; + +static PyObject *__pyx_tp_new_3_sa_BiLex(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_BiLex *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_BiLex *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_BiLex; + p->col1 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + p->col2 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + p->f_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->e_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->id2eword = Py_None; Py_INCREF(Py_None); + p->id2fword = Py_None; Py_INCREF(Py_None); + p->eword2id = Py_None; Py_INCREF(Py_None); + p->fword2id = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_3_sa_5BiLex_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_BiLex(PyObject *o) { + struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o; + Py_XDECREF(((PyObject *)p->col1)); + Py_XDECREF(((PyObject *)p->col2)); + Py_XDECREF(((PyObject *)p->f_index)); + Py_XDECREF(((PyObject *)p->e_index)); + Py_XDECREF(p->id2eword); + Py_XDECREF(p->id2fword); + Py_XDECREF(p->eword2id); + Py_XDECREF(p->fword2id); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_BiLex(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o; + if (p->col1) { + e = (*v)(((PyObject*)p->col1), a); if (e) return e; + } + if (p->col2) { + e = (*v)(((PyObject*)p->col2), a); if (e) return e; + } + if (p->f_index) { + e = (*v)(((PyObject*)p->f_index), a); if (e) return e; + } + if (p->e_index) { + e = (*v)(((PyObject*)p->e_index), a); if (e) return e; + } + if (p->id2eword) { + e = (*v)(p->id2eword, a); if (e) return e; + } + if (p->id2fword) { + e = (*v)(p->id2fword, a); if (e) return e; + } + if (p->eword2id) { + e = (*v)(p->eword2id, a); if (e) return e; + } + if (p->fword2id) { + e = (*v)(p->fword2id, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_BiLex(PyObject *o) { + struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o; + PyObject* tmp; + tmp = ((PyObject*)p->col1); + p->col1 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->col2); + p->col2 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->f_index); + p->f_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->e_index); + p->e_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2eword); + p->id2eword = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2fword); + p->id2fword = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eword2id); + p->eword2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fword2id); + p->fword2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_BiLex[] = { + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_5BiLex_3write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_5BiLex_5read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_e_id"), (PyCFunction)__pyx_pw_3_sa_5BiLex_7get_e_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_f_id"), (PyCFunction)__pyx_pw_3_sa_5BiLex_9get_f_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_5BiLex_11read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_5BiLex_13write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_score"), (PyCFunction)__pyx_pw_3_sa_5BiLex_15get_score, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_5BiLex_17write_text, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_5BiLex_16write_text)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_BiLex = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_BiLex = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_BiLex = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_BiLex = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_BiLex = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.BiLex"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_BiLex), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_BiLex, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_BiLex, /*tp_as_number*/ + &__pyx_tp_as_sequence_BiLex, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_BiLex, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_BiLex, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_BiLex, /*tp_traverse*/ + __pyx_tp_clear_3_sa_BiLex, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_BiLex, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_BiLex, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_BitSetIterator(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa_BitSetIterator(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_3_sa_BitSetIterator[] = { + {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_3_sa_14BitSetIterator_1__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_BitSetIterator = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_BitSetIterator = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_BitSetIterator = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_BitSetIterator = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_BitSetIterator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.BitSetIterator"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_BitSetIterator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_BitSetIterator, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_BitSetIterator, /*tp_as_number*/ + &__pyx_tp_as_sequence_BitSetIterator, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_BitSetIterator, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_BitSetIterator, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + __pyx_pw_3_sa_14BitSetIterator_1__next__, /*tp_iternext*/ + __pyx_methods_3_sa_BitSetIterator, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_BitSetIterator, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_BitSet(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + if (__pyx_pw_3_sa_6BitSet_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_BitSet(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_6BitSet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_3_sa_BitSet[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_3_sa_6BitSet_7insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_3_sa_6BitSet_9findsucc, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("min"), (PyCFunction)__pyx_pw_3_sa_6BitSet_13min, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("max"), (PyCFunction)__pyx_pw_3_sa_6BitSet_15max, METH_NOARGS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_BitSet = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_BitSet = { + __pyx_pw_3_sa_6BitSet_17__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + __pyx_pw_3_sa_6BitSet_19__contains__, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_BitSet = { + __pyx_pw_3_sa_6BitSet_17__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_BitSet = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_BitSet = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.BitSet"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_BitSet), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_BitSet, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_BitSet, /*tp_as_number*/ + &__pyx_tp_as_sequence_BitSet, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_BitSet, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_3_sa_6BitSet_11__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_BitSet, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_3_sa_6BitSet_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_BitSet, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_BitSet, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_VEBIterator(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa_VEBIterator(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_3_sa_VEBIterator[] = { + {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_3_sa_11VEBIterator_1__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_VEBIterator = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_VEBIterator = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_VEBIterator = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_VEBIterator = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_VEBIterator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.VEBIterator"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_VEBIterator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_VEBIterator, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_VEBIterator, /*tp_as_number*/ + &__pyx_tp_as_sequence_VEBIterator, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_VEBIterator, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_VEBIterator, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + __pyx_pw_3_sa_11VEBIterator_1__next__, /*tp_iternext*/ + __pyx_methods_3_sa_VEBIterator, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_VEBIterator, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_VEB __pyx_vtable_3_sa_VEB; + +static PyObject *__pyx_tp_new_3_sa_VEB(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_VEB *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_VEB *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_VEB; + if (__pyx_pw_3_sa_3VEB_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_VEB(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_3VEB_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_3_sa_VEB[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_3_sa_3VEB_7insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_3_sa_3VEB_9findsucc, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_VEB = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_VEB = { + __pyx_pw_3_sa_3VEB_11__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + __pyx_pw_3_sa_3VEB_13__contains__, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_VEB = { + __pyx_pw_3_sa_3VEB_11__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_VEB = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_VEB = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.VEB"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_VEB), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_VEB, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_VEB, /*tp_as_number*/ + &__pyx_tp_as_sequence_VEB, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_VEB, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_VEB, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_3_sa_3VEB_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_VEB, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_VEB, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_LCP *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_LCP *)o); + p->sa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + p->lcp = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_3_sa_3LCP_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_LCP(PyObject *o) { + struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o; + Py_XDECREF(((PyObject *)p->sa)); + Py_XDECREF(((PyObject *)p->lcp)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_LCP(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o; + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + if (p->lcp) { + e = (*v)(((PyObject*)p->lcp), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_LCP(PyObject *o) { + struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o; + PyObject* tmp; + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->lcp); + p->lcp = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_LCP[] = { + {__Pyx_NAMESTR("compute_stats"), (PyCFunction)__pyx_pw_3_sa_3LCP_3compute_stats, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_3LCP_2compute_stats)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_LCP = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_LCP = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_LCP = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_LCP = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_LCP = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.LCP"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_LCP), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_LCP, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_LCP, /*tp_as_number*/ + &__pyx_tp_as_sequence_LCP, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_LCP, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_LCP, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_LCP, /*tp_traverse*/ + __pyx_tp_clear_3_sa_LCP, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_LCP, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_LCP, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_Alphabet __pyx_vtable_3_sa_Alphabet; + +static PyObject *__pyx_tp_new_3_sa_Alphabet(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa_Alphabet *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_Alphabet *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_Alphabet; + p->terminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + p->nonterminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_3_sa_8Alphabet_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_Alphabet(PyObject *o) { + struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o; + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_8Alphabet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_XDECREF(((PyObject *)p->terminals)); + Py_XDECREF(((PyObject *)p->nonterminals)); + Py_XDECREF(((PyObject *)p->id2sym)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_Alphabet(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o; + if (p->terminals) { + e = (*v)(((PyObject*)p->terminals), a); if (e) return e; + } + if (p->nonterminals) { + e = (*v)(((PyObject*)p->nonterminals), a); if (e) return e; + } + if (p->id2sym) { + e = (*v)(p->id2sym, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Alphabet(PyObject *o) { + struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o; + PyObject* tmp; + tmp = ((PyObject*)p->terminals); + p->terminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->nonterminals); + p->nonterminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2sym); + p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_3_sa_8Alphabet_terminals(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_8Alphabet_9terminals_1__get__(o); +} + +static PyObject *__pyx_getprop_3_sa_8Alphabet_nonterminals(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_8Alphabet_12nonterminals_1__get__(o); +} + +static PyMethodDef __pyx_methods_3_sa_Alphabet[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_Alphabet[] = { + {(char *)"terminals", __pyx_getprop_3_sa_8Alphabet_terminals, 0, 0, 0}, + {(char *)"nonterminals", __pyx_getprop_3_sa_8Alphabet_nonterminals, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Alphabet = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Alphabet = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Alphabet = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Alphabet = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_Alphabet = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.Alphabet"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_Alphabet), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_Alphabet, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Alphabet, /*tp_as_number*/ + &__pyx_tp_as_sequence_Alphabet, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Alphabet, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Alphabet, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_Alphabet, /*tp_traverse*/ + __pyx_tp_clear_3_sa_Alphabet, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_Alphabet, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_3_sa_Alphabet, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_Alphabet, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_TrieMap __pyx_vtable_3_sa_TrieMap; + +static PyObject *__pyx_tp_new_3_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_TrieMap *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_TrieMap *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_TrieMap; + if (__pyx_pw_3_sa_7TrieMap_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_TrieMap(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_7TrieMap_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_3_sa_TrieMap[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_3_sa_7TrieMap_5insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("contains"), (PyCFunction)__pyx_pw_3_sa_7TrieMap_7contains, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("toMap"), (PyCFunction)__pyx_pw_3_sa_7TrieMap_9toMap, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_TrieMap = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_TrieMap = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_TrieMap = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_TrieMap = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_TrieMap = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.TrieMap"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_TrieMap), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_TrieMap, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_TrieMap, /*tp_as_number*/ + &__pyx_tp_as_sequence_TrieMap, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_TrieMap, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_TrieMap, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_TrieMap, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_TrieMap, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_Precomputation __pyx_vtable_3_sa_Precomputation; + +static PyObject *__pyx_tp_new_3_sa_Precomputation(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_Precomputation *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_Precomputation *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_Precomputation; + p->precomputed_index = Py_None; Py_INCREF(Py_None); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_3_sa_14Precomputation_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_Precomputation(PyObject *o) { + struct __pyx_obj_3_sa_Precomputation *p = (struct __pyx_obj_3_sa_Precomputation *)o; + Py_XDECREF(p->precomputed_index); + Py_XDECREF(p->precomputed_collocations); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_Precomputation(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_Precomputation *p = (struct __pyx_obj_3_sa_Precomputation *)o; + if (p->precomputed_index) { + e = (*v)(p->precomputed_index, a); if (e) return e; + } + if (p->precomputed_collocations) { + e = (*v)(p->precomputed_collocations, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Precomputation(PyObject *o) { + struct __pyx_obj_3_sa_Precomputation *p = (struct __pyx_obj_3_sa_Precomputation *)o; + PyObject* tmp; + tmp = ((PyObject*)p->precomputed_index); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_collocations); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_Precomputation[] = { + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_14Precomputation_3read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_14Precomputation_5write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_3_sa_14Precomputation_7precompute, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Precomputation = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Precomputation = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Precomputation = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Precomputation = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_Precomputation = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.Precomputation"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_Precomputation), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_Precomputation, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Precomputation, /*tp_as_number*/ + &__pyx_tp_as_sequence_Precomputation, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Precomputation, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Precomputation, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_Precomputation, /*tp_traverse*/ + __pyx_tp_clear_3_sa_Precomputation, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_Precomputation, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_Precomputation, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_SuffixArray __pyx_vtable_3_sa_SuffixArray; + +static PyObject *__pyx_tp_new_3_sa_SuffixArray(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_SuffixArray *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_SuffixArray *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_SuffixArray; + p->darray = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->ha = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_3_sa_11SuffixArray_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_SuffixArray(PyObject *o) { + struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o; + Py_XDECREF(((PyObject *)p->darray)); + Py_XDECREF(((PyObject *)p->sa)); + Py_XDECREF(((PyObject *)p->ha)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_SuffixArray(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o; + if (p->darray) { + e = (*v)(((PyObject*)p->darray), a); if (e) return e; + } + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + if (p->ha) { + e = (*v)(((PyObject*)p->ha), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_SuffixArray(PyObject *o) { + struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o; + PyObject* tmp; + tmp = ((PyObject*)p->darray); + p->darray = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->ha); + p->ha = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} +static PyObject *__pyx_sq_item_3_sa_SuffixArray(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyMethodDef __pyx_methods_3_sa_SuffixArray[] = { + {__Pyx_NAMESTR("getSentId"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_5getSentId, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getSent"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_7getSent, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getSentPos"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_9getSentPos, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_11read_text, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_11SuffixArray_10read_text)}, + {__Pyx_NAMESTR("q3sort"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_13q3sort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_11SuffixArray_12q3sort)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_15write_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_17read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_19write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_21write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("lookup"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_23lookup, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SuffixArray = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_SuffixArray = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_3_sa_SuffixArray, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SuffixArray = { + 0, /*mp_length*/ + __pyx_pw_3_sa_11SuffixArray_3__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_SuffixArray = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_SuffixArray = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.SuffixArray"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_SuffixArray), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_SuffixArray, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_SuffixArray, /*tp_as_number*/ + &__pyx_tp_as_sequence_SuffixArray, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SuffixArray, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_SuffixArray, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_SuffixArray, /*tp_traverse*/ + __pyx_tp_clear_3_sa_SuffixArray, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_SuffixArray, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_SuffixArray, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_TrieNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa_TrieNode *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_TrieNode *)o); + p->children = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_3_sa_8TrieNode_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_TrieNode(PyObject *o) { + struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o; + Py_XDECREF(p->children); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_TrieNode(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o; + if (p->children) { + e = (*v)(p->children, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_TrieNode(PyObject *o) { + struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o; + PyObject* tmp; + tmp = ((PyObject*)p->children); + p->children = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_3_sa_8TrieNode_children(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_8TrieNode_8children_1__get__(o); +} + +static int __pyx_setprop_3_sa_8TrieNode_children(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_8TrieNode_8children_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_8TrieNode_8children_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_TrieNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_TrieNode[] = { + {(char *)"children", __pyx_getprop_3_sa_8TrieNode_children, __pyx_setprop_3_sa_8TrieNode_children, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_TrieNode = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_TrieNode = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_TrieNode = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_TrieNode = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_TrieNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.TrieNode"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_TrieNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_TrieNode, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_TrieNode, /*tp_as_number*/ + &__pyx_tp_as_sequence_TrieNode, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_TrieNode, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_TrieNode, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_TrieNode, /*tp_traverse*/ + __pyx_tp_clear_3_sa_TrieNode, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_TrieNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_3_sa_TrieNode, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_TrieNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_ExtendedTrieNode *p; + PyObject *o = __pyx_tp_new_3_sa_TrieNode(t, a, k); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_ExtendedTrieNode *)o); + p->phrase = Py_None; Py_INCREF(Py_None); + p->phrase_location = Py_None; Py_INCREF(Py_None); + p->suffix_link = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_3_sa_16ExtendedTrieNode_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_ExtendedTrieNode(PyObject *o) { + struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o; + Py_XDECREF(p->phrase); + Py_XDECREF(p->phrase_location); + Py_XDECREF(p->suffix_link); + __pyx_tp_dealloc_3_sa_TrieNode(o); +} + +static int __pyx_tp_traverse_3_sa_ExtendedTrieNode(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o; + e = __pyx_tp_traverse_3_sa_TrieNode(o, v, a); if (e) return e; + if (p->phrase) { + e = (*v)(p->phrase, a); if (e) return e; + } + if (p->phrase_location) { + e = (*v)(p->phrase_location, a); if (e) return e; + } + if (p->suffix_link) { + e = (*v)(p->suffix_link, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_ExtendedTrieNode(PyObject *o) { + struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o; + PyObject* tmp; + __pyx_tp_clear_3_sa_TrieNode(o); + tmp = ((PyObject*)p->phrase); + p->phrase = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->phrase_location); + p->phrase_location = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->suffix_link); + p->suffix_link = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_phrase(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_1__get__(o); +} + +static int __pyx_setprop_3_sa_16ExtendedTrieNode_phrase(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_phrase_location(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_1__get__(o); +} + +static int __pyx_setprop_3_sa_16ExtendedTrieNode_phrase_location(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_suffix_link(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_1__get__(o); +} + +static int __pyx_setprop_3_sa_16ExtendedTrieNode_suffix_link(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_ExtendedTrieNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_ExtendedTrieNode[] = { + {(char *)"phrase", __pyx_getprop_3_sa_16ExtendedTrieNode_phrase, __pyx_setprop_3_sa_16ExtendedTrieNode_phrase, 0, 0}, + {(char *)"phrase_location", __pyx_getprop_3_sa_16ExtendedTrieNode_phrase_location, __pyx_setprop_3_sa_16ExtendedTrieNode_phrase_location, 0, 0}, + {(char *)"suffix_link", __pyx_getprop_3_sa_16ExtendedTrieNode_suffix_link, __pyx_setprop_3_sa_16ExtendedTrieNode_suffix_link, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_ExtendedTrieNode = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_ExtendedTrieNode = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_ExtendedTrieNode = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_ExtendedTrieNode = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_ExtendedTrieNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.ExtendedTrieNode"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_ExtendedTrieNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_ExtendedTrieNode, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_ExtendedTrieNode, /*tp_as_number*/ + &__pyx_tp_as_sequence_ExtendedTrieNode, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_ExtendedTrieNode, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_ExtendedTrieNode, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_ExtendedTrieNode, /*tp_traverse*/ + __pyx_tp_clear_3_sa_ExtendedTrieNode, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_ExtendedTrieNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_3_sa_ExtendedTrieNode, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_ExtendedTrieNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_TrieTable(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_TrieTable *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_TrieTable *)o); + p->root = Py_None; Py_INCREF(Py_None); + if (__pyx_pw_3_sa_9TrieTable_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_TrieTable(PyObject *o) { + struct __pyx_obj_3_sa_TrieTable *p = (struct __pyx_obj_3_sa_TrieTable *)o; + Py_XDECREF(p->root); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_TrieTable(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_TrieTable *p = (struct __pyx_obj_3_sa_TrieTable *)o; + if (p->root) { + e = (*v)(p->root, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_TrieTable(PyObject *o) { + struct __pyx_obj_3_sa_TrieTable *p = (struct __pyx_obj_3_sa_TrieTable *)o; + PyObject* tmp; + tmp = ((PyObject*)p->root); + p->root = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_3_sa_9TrieTable_extended(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9TrieTable_8extended_1__get__(o); +} + +static int __pyx_setprop_3_sa_9TrieTable_extended(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9TrieTable_8extended_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_3_sa_9TrieTable_count(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9TrieTable_5count_1__get__(o); +} + +static int __pyx_setprop_3_sa_9TrieTable_count(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9TrieTable_5count_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_3_sa_9TrieTable_root(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9TrieTable_4root_1__get__(o); +} + +static int __pyx_setprop_3_sa_9TrieTable_root(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9TrieTable_4root_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9TrieTable_4root_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_TrieTable[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_TrieTable[] = { + {(char *)"extended", __pyx_getprop_3_sa_9TrieTable_extended, __pyx_setprop_3_sa_9TrieTable_extended, 0, 0}, + {(char *)"count", __pyx_getprop_3_sa_9TrieTable_count, __pyx_setprop_3_sa_9TrieTable_count, 0, 0}, + {(char *)"root", __pyx_getprop_3_sa_9TrieTable_root, __pyx_setprop_3_sa_9TrieTable_root, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_TrieTable = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_TrieTable = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_TrieTable = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_TrieTable = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_TrieTable = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.TrieTable"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_TrieTable), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_TrieTable, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_TrieTable, /*tp_as_number*/ + &__pyx_tp_as_sequence_TrieTable, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_TrieTable, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_TrieTable, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_TrieTable, /*tp_traverse*/ + __pyx_tp_clear_3_sa_TrieTable, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_TrieTable, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_3_sa_TrieTable, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_TrieTable, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_PhraseLocation __pyx_vtable_3_sa_PhraseLocation; + +static PyObject *__pyx_tp_new_3_sa_PhraseLocation(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_PhraseLocation *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_PhraseLocation *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_PhraseLocation; + p->arr = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_3_sa_14PhraseLocation_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_PhraseLocation(PyObject *o) { + struct __pyx_obj_3_sa_PhraseLocation *p = (struct __pyx_obj_3_sa_PhraseLocation *)o; + Py_XDECREF(((PyObject *)p->arr)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_PhraseLocation(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_PhraseLocation *p = (struct __pyx_obj_3_sa_PhraseLocation *)o; + if (p->arr) { + e = (*v)(((PyObject*)p->arr), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_PhraseLocation(PyObject *o) { + struct __pyx_obj_3_sa_PhraseLocation *p = (struct __pyx_obj_3_sa_PhraseLocation *)o; + PyObject* tmp; + tmp = ((PyObject*)p->arr); + p->arr = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_PhraseLocation[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_PhraseLocation = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_PhraseLocation = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_PhraseLocation = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_PhraseLocation = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_PhraseLocation = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.PhraseLocation"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_PhraseLocation), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_PhraseLocation, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_PhraseLocation, /*tp_as_number*/ + &__pyx_tp_as_sequence_PhraseLocation, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_PhraseLocation, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_PhraseLocation, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_PhraseLocation, /*tp_traverse*/ + __pyx_tp_clear_3_sa_PhraseLocation, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_PhraseLocation, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_PhraseLocation, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_Sampler *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_Sampler *)o); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_3_sa_7Sampler_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_Sampler(PyObject *o) { + struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o; + Py_XDECREF(((PyObject *)p->sa)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_Sampler(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o; + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Sampler(PyObject *o) { + struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o; + PyObject* tmp; + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_Sampler[] = { + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_3_sa_7Sampler_3sample, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_7Sampler_2sample)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Sampler = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_Sampler = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Sampler = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Sampler = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_Sampler = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.Sampler"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_Sampler), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_Sampler, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Sampler, /*tp_as_number*/ + &__pyx_tp_as_sequence_Sampler, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Sampler, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Sampler, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + __Pyx_DOCSTR("A Sampler implements a logic for choosing\n samples from a population range"), /*tp_doc*/ + __pyx_tp_traverse_3_sa_Sampler, /*tp_traverse*/ + __pyx_tp_clear_3_sa_Sampler, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_Sampler, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_Sampler, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory __pyx_vtable_3_sa_HieroCachingRuleFactory; + +static PyObject *__pyx_tp_new_3_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_HieroCachingRuleFactory *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_HieroCachingRuleFactory; + p->rules = ((struct __pyx_obj_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None); + p->sampler = ((struct __pyx_obj_3_sa_Sampler *)Py_None); Py_INCREF(Py_None); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + p->precompute_file = Py_None; Py_INCREF(Py_None); + p->max_rank = Py_None; Py_INCREF(Py_None); + p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); + p->fsa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + p->fda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->eda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->alignment = ((struct __pyx_obj_3_sa_Alignment *)Py_None); Py_INCREF(Py_None); + p->eid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->fid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->findexes = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->findexes1 = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_3_sa_23HieroCachingRuleFactory_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_HieroCachingRuleFactory(PyObject *o) { + struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o; + Py_XDECREF(((PyObject *)p->rules)); + Py_XDECREF(((PyObject *)p->sampler)); + Py_XDECREF(p->precomputed_index); + Py_XDECREF(p->precomputed_collocations); + Py_XDECREF(p->precompute_file); + Py_XDECREF(p->max_rank); + Py_XDECREF(p->prev_norm_prefix); + Py_XDECREF(((PyObject *)p->fsa)); + Py_XDECREF(((PyObject *)p->fda)); + Py_XDECREF(((PyObject *)p->eda)); + Py_XDECREF(((PyObject *)p->alignment)); + Py_XDECREF(((PyObject *)p->eid2symid)); + Py_XDECREF(((PyObject *)p->fid2symid)); + Py_XDECREF(((PyObject *)p->findexes)); + Py_XDECREF(((PyObject *)p->findexes1)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_HieroCachingRuleFactory(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o; + if (p->rules) { + e = (*v)(((PyObject*)p->rules), a); if (e) return e; + } + if (p->sampler) { + e = (*v)(((PyObject*)p->sampler), a); if (e) return e; + } + if (p->precomputed_index) { + e = (*v)(p->precomputed_index, a); if (e) return e; + } + if (p->precomputed_collocations) { + e = (*v)(p->precomputed_collocations, a); if (e) return e; + } + if (p->precompute_file) { + e = (*v)(p->precompute_file, a); if (e) return e; + } + if (p->max_rank) { + e = (*v)(p->max_rank, a); if (e) return e; + } + if (p->prev_norm_prefix) { + e = (*v)(p->prev_norm_prefix, a); if (e) return e; + } + if (p->fsa) { + e = (*v)(((PyObject*)p->fsa), a); if (e) return e; + } + if (p->fda) { + e = (*v)(((PyObject*)p->fda), a); if (e) return e; + } + if (p->eda) { + e = (*v)(((PyObject*)p->eda), a); if (e) return e; + } + if (p->alignment) { + e = (*v)(((PyObject*)p->alignment), a); if (e) return e; + } + if (p->eid2symid) { + e = (*v)(((PyObject*)p->eid2symid), a); if (e) return e; + } + if (p->fid2symid) { + e = (*v)(((PyObject*)p->fid2symid), a); if (e) return e; + } + if (p->findexes) { + e = (*v)(((PyObject*)p->findexes), a); if (e) return e; + } + if (p->findexes1) { + e = (*v)(((PyObject*)p->findexes1), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_HieroCachingRuleFactory(PyObject *o) { + struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o; + PyObject* tmp; + tmp = ((PyObject*)p->rules); + p->rules = ((struct __pyx_obj_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sampler); + p->sampler = ((struct __pyx_obj_3_sa_Sampler *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_index); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_collocations); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precompute_file); + p->precompute_file = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->max_rank); + p->max_rank = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->prev_norm_prefix); + p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fsa); + p->fsa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fda); + p->fda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eda); + p->eda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->alignment); + p->alignment = ((struct __pyx_obj_3_sa_Alignment *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eid2symid); + p->eid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fid2symid); + p->fid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->findexes); + p->findexes = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->findexes1); + p->findexes1 = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_HieroCachingRuleFactory[] = { + {__Pyx_NAMESTR("configure"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_3configure, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_23HieroCachingRuleFactory_2configure)}, + {__Pyx_NAMESTR("pattern2phrase"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_5pattern2phrase, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("pattern2phrase_plus"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_7pattern2phrase_plus, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_9precompute, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_precomputed_collocation"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_11get_precomputed_collocation, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("advance"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_13advance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_all_nodes_isteps_away"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reachable"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_17reachable, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("shortest"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_19shortest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_next_states"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_21get_next_states, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("input"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_23input, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_23HieroCachingRuleFactory_22input)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_HieroCachingRuleFactory = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_HieroCachingRuleFactory = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_HieroCachingRuleFactory = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_HieroCachingRuleFactory = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_HieroCachingRuleFactory = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.HieroCachingRuleFactory"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_HieroCachingRuleFactory), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_HieroCachingRuleFactory, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_HieroCachingRuleFactory, /*tp_as_number*/ + &__pyx_tp_as_sequence_HieroCachingRuleFactory, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_HieroCachingRuleFactory, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_HieroCachingRuleFactory, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + __Pyx_DOCSTR("This RuleFactory implements a caching \n method using TrieTable, which makes phrase\n generation somewhat speedier -- phrases only\n need to be extracted once (however, it is\n quite possible they need to be scored \n for each input sentence, for contextual models)"), /*tp_doc*/ + __pyx_tp_traverse_3_sa_HieroCachingRuleFactory, /*tp_traverse*/ + __pyx_tp_clear_3_sa_HieroCachingRuleFactory, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_HieroCachingRuleFactory, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_HieroCachingRuleFactory, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct__compute_stats(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *)o); + p->__pyx_v_ngram = 0; + p->__pyx_v_ngram_start = 0; + p->__pyx_v_ngram_starts = 0; + p->__pyx_v_run_start = 0; + p->__pyx_v_self = 0; + p->__pyx_v_veb = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct__compute_stats(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_ngram)); + Py_XDECREF(((PyObject *)p->__pyx_v_ngram_start)); + Py_XDECREF(((PyObject *)p->__pyx_v_ngram_starts)); + Py_XDECREF(((PyObject *)p->__pyx_v_run_start)); + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(((PyObject *)p->__pyx_v_veb)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct__compute_stats(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *)o; + if (p->__pyx_v_ngram) { + e = (*v)(p->__pyx_v_ngram, a); if (e) return e; + } + if (p->__pyx_v_ngram_start) { + e = (*v)(((PyObject*)p->__pyx_v_ngram_start), a); if (e) return e; + } + if (p->__pyx_v_ngram_starts) { + e = (*v)(p->__pyx_v_ngram_starts, a); if (e) return e; + } + if (p->__pyx_v_run_start) { + e = (*v)(((PyObject*)p->__pyx_v_run_start), a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_veb) { + e = (*v)(((PyObject*)p->__pyx_v_veb), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct__compute_stats(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_ngram); + p->__pyx_v_ngram = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_ngram_start); + p->__pyx_v_ngram_start = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_ngram_starts); + p->__pyx_v_ngram_starts = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_run_start); + p->__pyx_v_run_start = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_3_sa_LCP *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_veb); + p->__pyx_v_veb = ((struct __pyx_obj_3_sa_VEB *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct__compute_stats[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct__compute_stats = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct__compute_stats = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct__compute_stats = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct__compute_stats = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct__compute_stats = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct__compute_stats"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct__compute_stats, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number___pyx_scope_struct__compute_stats, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct__compute_stats, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct__compute_stats, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct__compute_stats, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct__compute_stats, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct__compute_stats, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct__compute_stats, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa___pyx_scope_struct__compute_stats, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_1___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_1___iter__[] = { + {0, 0, 0, 0} +}; + +static 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CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct_2_input *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_2_input *)o); + p->__pyx_v_alignment = 0; + p->__pyx_v_als = 0; + p->__pyx_v_alslist = 0; + p->__pyx_v_chunklen = 0; + p->__pyx_v_count = 0; + p->__pyx_v_currcount = 0; + p->__pyx_v_e = 0; + p->__pyx_v_elist = 0; + p->__pyx_v_extract = 0; + p->__pyx_v_extract_start = 0; + p->__pyx_v_extract_stop = 0; + p->__pyx_v_extracts = 0; + p->__pyx_v_f = 0; + p->__pyx_v_f_margin = 0; + p->__pyx_v_fals = 0; + p->__pyx_v_fcount = 0; + p->__pyx_v_fphrases = 0; + p->__pyx_v_frontier = 0; + p->__pyx_v_frontier_nodes = 0; + p->__pyx_v_fwords = 0; + p->__pyx_v_hiero_phrase = 0; + p->__pyx_v_is_shadow_path = 0; + p->__pyx_v_key = 0; + p->__pyx_v_model = 0; + p->__pyx_v_models = 0; + p->__pyx_v_new_frontier = 0; + p->__pyx_v_new_node = 0; + p->__pyx_v_next_states = 0; + p->__pyx_v_node = 0; + 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e = (*v)(p->__pyx_v_xcat_index, a); if (e) return e; + } + if (p->__pyx_v_xnode) { + e = (*v)(p->__pyx_v_xnode, a); if (e) return e; + } + if (p->__pyx_v_xroot) { + e = (*v)(p->__pyx_v_xroot, a); if (e) return e; + } + if (p->__pyx_t_1) { + e = (*v)(p->__pyx_t_1, a); if (e) return e; + } + if (p->__pyx_t_4) { + e = (*v)(p->__pyx_t_4, a); if (e) return e; + } + if (p->__pyx_t_5) { + e = (*v)(p->__pyx_t_5, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct_2_input(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_2_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_2_input *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_alignment); + p->__pyx_v_alignment = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_als); + p->__pyx_v_als = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_alslist); + p->__pyx_v_alslist = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = 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PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, 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__LINE__; goto __pyx_L1_error;} + #endif + #ifdef __Pyx_FusedFunction_USED + if (__pyx_FusedFunction_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif + #ifdef __Pyx_Generator_USED + if (__pyx_Generator_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif + /*--- Library function declarations ---*/ + /*--- Threads initialization code ---*/ + #if defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS + #ifdef WITH_THREAD /* Python build with threading support? */ + PyEval_InitThreads(); + #endif + #endif + /*--- Module creation code ---*/ + #if PY_MAJOR_VERSION < 3 + __pyx_m = Py_InitModule4(__Pyx_NAMESTR("_sa"), __pyx_methods, 0, 0, PYTHON_API_VERSION); + #else + __pyx_m = PyModule_Create(&__pyx_moduledef); + #endif + if (!__pyx_m) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #if PY_MAJOR_VERSION < 3 + Py_INCREF(__pyx_m); + #endif + __pyx_b = PyImport_AddModule(__Pyx_NAMESTR(__Pyx_BUILTIN_MODULE_NAME)); + if (!__pyx_b) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + #if CYTHON_COMPILING_IN_PYPY + Py_INCREF(__pyx_b); + #endif + if (__Pyx_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + /*--- Initialize various global constants etc. ---*/ + if (unlikely(__Pyx_InitGlobals() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__pyx_module_is_main__sa) { + if (__Pyx_SetAttrString(__pyx_m, "__name__", __pyx_n_s____main__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + } + /*--- Builtin init code ---*/ + if (unlikely(__Pyx_InitCachedBuiltins() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; 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goto __pyx_L1_error;} + __pyx_ptype_3_sa_Phrase = &__pyx_type_3_sa_Phrase; + if (PyType_Ready(&__pyx_type_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Rule", (PyObject *)&__pyx_type_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Rule = &__pyx_type_3_sa_Rule; + __pyx_vtabptr_3_sa_FloatList = &__pyx_vtable_3_sa_FloatList; + __pyx_vtable_3_sa_FloatList.set = (void (*)(struct __pyx_obj_3_sa_FloatList *, int, float))__pyx_f_3_sa_9FloatList_set; + __pyx_vtable_3_sa_FloatList.write_handle = (void (*)(struct __pyx_obj_3_sa_FloatList *, FILE *))__pyx_f_3_sa_9FloatList_write_handle; + __pyx_vtable_3_sa_FloatList.read_handle = (void (*)(struct __pyx_obj_3_sa_FloatList *, FILE *))__pyx_f_3_sa_9FloatList_read_handle; + if (PyType_Ready(&__pyx_type_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_FloatList.tp_dict, __pyx_vtabptr_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "FloatList", (PyObject *)&__pyx_type_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_FloatList = &__pyx_type_3_sa_FloatList; + __pyx_vtabptr_3_sa_IntList = &__pyx_vtable_3_sa_IntList; + __pyx_vtable_3_sa_IntList.set = (void (*)(struct __pyx_obj_3_sa_IntList *, int, int))__pyx_f_3_sa_7IntList_set; + __pyx_vtable_3_sa_IntList._append = (void (*)(struct __pyx_obj_3_sa_IntList *, int))__pyx_f_3_sa_7IntList__append; + __pyx_vtable_3_sa_IntList._extend = (void (*)(struct __pyx_obj_3_sa_IntList *, struct __pyx_obj_3_sa_IntList *))__pyx_f_3_sa_7IntList__extend; + __pyx_vtable_3_sa_IntList._extend_arr = (void (*)(struct __pyx_obj_3_sa_IntList *, int *, int))__pyx_f_3_sa_7IntList__extend_arr; + __pyx_vtable_3_sa_IntList._clear = (void (*)(struct __pyx_obj_3_sa_IntList *))__pyx_f_3_sa_7IntList__clear; + __pyx_vtable_3_sa_IntList.write_handle = (void (*)(struct __pyx_obj_3_sa_IntList *, FILE *))__pyx_f_3_sa_7IntList_write_handle; + __pyx_vtable_3_sa_IntList.read_handle = (void (*)(struct __pyx_obj_3_sa_IntList *, FILE *))__pyx_f_3_sa_7IntList_read_handle; + if (PyType_Ready(&__pyx_type_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_IntList.tp_dict, __pyx_vtabptr_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "IntList", (PyObject *)&__pyx_type_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_IntList = &__pyx_type_3_sa_IntList; + __pyx_vtabptr_3_sa_StringMap = &__pyx_vtable_3_sa_StringMap; + __pyx_vtable_3_sa_StringMap.word = (char *(*)(struct __pyx_obj_3_sa_StringMap *, int))__pyx_f_3_sa_9StringMap_word; + __pyx_vtable_3_sa_StringMap.index = (int (*)(struct __pyx_obj_3_sa_StringMap *, char *))__pyx_f_3_sa_9StringMap_index; + if (PyType_Ready(&__pyx_type_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_StringMap.tp_dict, __pyx_vtabptr_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "StringMap", (PyObject *)&__pyx_type_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_StringMap = &__pyx_type_3_sa_StringMap; + __pyx_vtabptr_3_sa_DataArray = &__pyx_vtable_3_sa_DataArray; + 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__pyx_vtable_3_sa_BiLex.compute_from_data = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, struct __pyx_obj_3_sa_SuffixArray *, struct __pyx_obj_3_sa_DataArray *, struct __pyx_obj_3_sa_Alignment *))__pyx_f_3_sa_5BiLex_compute_from_data; + __pyx_vtable_3_sa_BiLex._add_node = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, struct __pyx_t_3_sa__node *, int *, float, int *))__pyx_f_3_sa_5BiLex__add_node; + __pyx_vtable_3_sa_BiLex.write_wordlist = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, PyObject *, FILE *))__pyx_f_3_sa_5BiLex_write_wordlist; + __pyx_vtable_3_sa_BiLex.read_wordlist = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, PyObject *, PyObject *, FILE *))__pyx_f_3_sa_5BiLex_read_wordlist; + __pyx_vtable_3_sa_BiLex.swap = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, int, int))__pyx_f_3_sa_5BiLex_swap; + __pyx_vtable_3_sa_BiLex.qsort = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, int, int, PyObject *))__pyx_f_3_sa_5BiLex_qsort; + if (PyType_Ready(&__pyx_type_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_BiLex.tp_dict, __pyx_vtabptr_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BiLex", (PyObject *)&__pyx_type_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_BiLex = &__pyx_type_3_sa_BiLex; + if (PyType_Ready(&__pyx_type_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BitSetIterator", (PyObject *)&__pyx_type_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_BitSetIterator = &__pyx_type_3_sa_BitSetIterator; + if (PyType_Ready(&__pyx_type_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BitSet", (PyObject *)&__pyx_type_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_BitSet = &__pyx_type_3_sa_BitSet; + if (PyType_Ready(&__pyx_type_3_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "VEBIterator", (PyObject *)&__pyx_type_3_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_VEBIterator = &__pyx_type_3_sa_VEBIterator; + __pyx_vtabptr_3_sa_VEB = &__pyx_vtable_3_sa_VEB; + __pyx_vtable_3_sa_VEB._findsucc = (int (*)(struct __pyx_obj_3_sa_VEB *, int))__pyx_f_3_sa_3VEB__findsucc; + __pyx_vtable_3_sa_VEB._insert = (int (*)(struct __pyx_obj_3_sa_VEB *, int))__pyx_f_3_sa_3VEB__insert; + __pyx_vtable_3_sa_VEB._first = (int (*)(struct __pyx_obj_3_sa_VEB *))__pyx_f_3_sa_3VEB__first; + if (PyType_Ready(&__pyx_type_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_VEB.tp_dict, __pyx_vtabptr_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "VEB", (PyObject *)&__pyx_type_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_VEB = &__pyx_type_3_sa_VEB; + if (PyType_Ready(&__pyx_type_3_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "LCP", (PyObject *)&__pyx_type_3_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_LCP = &__pyx_type_3_sa_LCP; + __pyx_vtabptr_3_sa_Alphabet = &__pyx_vtable_3_sa_Alphabet; + __pyx_vtable_3_sa_Alphabet.isvar = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_isvar; + __pyx_vtable_3_sa_Alphabet.isword = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_isword; + __pyx_vtable_3_sa_Alphabet.getindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_getindex; + __pyx_vtable_3_sa_Alphabet.setindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int, int))__pyx_f_3_sa_8Alphabet_setindex; + __pyx_vtable_3_sa_Alphabet.clearindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_clearindex; + __pyx_vtable_3_sa_Alphabet.match = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int, int))__pyx_f_3_sa_8Alphabet_match; + __pyx_vtable_3_sa_Alphabet.tocat = (char *(*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_tocat; + __pyx_vtable_3_sa_Alphabet.fromcat = (int (*)(struct __pyx_obj_3_sa_Alphabet *, char *))__pyx_f_3_sa_8Alphabet_fromcat; + __pyx_vtable_3_sa_Alphabet.tostring = (char *(*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_tostring; + __pyx_vtable_3_sa_Alphabet.fromstring = (int (*)(struct __pyx_obj_3_sa_Alphabet *, char *, int))__pyx_f_3_sa_8Alphabet_fromstring; + if (PyType_Ready(&__pyx_type_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Alphabet.tp_dict, __pyx_vtabptr_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Alphabet", (PyObject *)&__pyx_type_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Alphabet = &__pyx_type_3_sa_Alphabet; + __pyx_vtabptr_3_sa_TrieMap = &__pyx_vtable_3_sa_TrieMap; + __pyx_vtable_3_sa_TrieMap._insert = (struct __pyx_t_3_sa__Trie_Node *(*)(struct __pyx_obj_3_sa_TrieMap *, int *, int))__pyx_f_3_sa_7TrieMap__insert; + __pyx_vtable_3_sa_TrieMap._contains = (struct __pyx_t_3_sa__Trie_Node *(*)(struct __pyx_obj_3_sa_TrieMap *, int *, int))__pyx_f_3_sa_7TrieMap__contains; + if (PyType_Ready(&__pyx_type_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_TrieMap.tp_dict, __pyx_vtabptr_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieMap", (PyObject *)&__pyx_type_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_TrieMap = &__pyx_type_3_sa_TrieMap; + __pyx_vtabptr_3_sa_Precomputation = &__pyx_vtable_3_sa_Precomputation; + __pyx_vtable_3_sa_Precomputation.read_map = (PyObject *(*)(struct __pyx_obj_3_sa_Precomputation *, FILE *))__pyx_f_3_sa_14Precomputation_read_map; + __pyx_vtable_3_sa_Precomputation.write_map = (PyObject *(*)(struct __pyx_obj_3_sa_Precomputation *, PyObject *, FILE *))__pyx_f_3_sa_14Precomputation_write_map; + if (PyType_Ready(&__pyx_type_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Precomputation.tp_dict, __pyx_vtabptr_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Precomputation", (PyObject *)&__pyx_type_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Precomputation = &__pyx_type_3_sa_Precomputation; + __pyx_vtabptr_3_sa_SuffixArray = &__pyx_vtable_3_sa_SuffixArray; + __pyx_vtable_3_sa_SuffixArray.__pyx___search_high = (int (*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___search_high; + __pyx_vtable_3_sa_SuffixArray.__pyx___search_low = (int (*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___search_low; + __pyx_vtable_3_sa_SuffixArray.__pyx___get_range = (PyObject *(*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int, int))__pyx_f_3_sa_11SuffixArray___get_range; + __pyx_vtable_3_sa_SuffixArray.__pyx___lookup_helper = (PyObject *(*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___lookup_helper; + if (PyType_Ready(&__pyx_type_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_SuffixArray.tp_dict, __pyx_vtabptr_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SuffixArray", (PyObject *)&__pyx_type_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_SuffixArray = &__pyx_type_3_sa_SuffixArray; + if (PyType_Ready(&__pyx_type_3_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieNode", (PyObject *)&__pyx_type_3_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_TrieNode = &__pyx_type_3_sa_TrieNode; + __pyx_type_3_sa_ExtendedTrieNode.tp_base = __pyx_ptype_3_sa_TrieNode; + if (PyType_Ready(&__pyx_type_3_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "ExtendedTrieNode", (PyObject *)&__pyx_type_3_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_ExtendedTrieNode = &__pyx_type_3_sa_ExtendedTrieNode; + if (PyType_Ready(&__pyx_type_3_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieTable", (PyObject *)&__pyx_type_3_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_TrieTable = &__pyx_type_3_sa_TrieTable; + __pyx_vtabptr_3_sa_PhraseLocation = &__pyx_vtable_3_sa_PhraseLocation; + __pyx_vtable_3_sa_PhraseLocation.contains = (int (*)(struct __pyx_obj_3_sa_PhraseLocation *, int))__pyx_f_3_sa_14PhraseLocation_contains; + if (PyType_Ready(&__pyx_type_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_PhraseLocation.tp_dict, __pyx_vtabptr_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "PhraseLocation", (PyObject *)&__pyx_type_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_PhraseLocation = &__pyx_type_3_sa_PhraseLocation; + if (PyType_Ready(&__pyx_type_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Sampler", (PyObject *)&__pyx_type_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Sampler = &__pyx_type_3_sa_Sampler; + __pyx_vtabptr_3_sa_HieroCachingRuleFactory = &__pyx_vtable_3_sa_HieroCachingRuleFactory; + __pyx_vtable_3_sa_HieroCachingRuleFactory.set_idmap = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_DataArray *))__pyx_f_3_sa_23HieroCachingRuleFactory_set_idmap; + __pyx_vtable_3_sa_HieroCachingRuleFactory.baeza_yates_helper = (int *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_3_sa_23HieroCachingRuleFactory_baeza_yates_helper; + __pyx_vtable_3_sa_HieroCachingRuleFactory.compare_matchings_set = (long (*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, struct __pyx_t_3_sa_Matching *, int, int))__pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings_set; + __pyx_vtable_3_sa_HieroCachingRuleFactory.compare_matchings = (long (*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_t_3_sa_Matching *, struct __pyx_t_3_sa_Matching *, int, int))__pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings; + __pyx_vtable_3_sa_HieroCachingRuleFactory.merge_helper = (int *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_3_sa_23HieroCachingRuleFactory_merge_helper; + __pyx_vtable_3_sa_HieroCachingRuleFactory.sort_phrase_loc = (void (*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_IntList *, struct __pyx_obj_3_sa_PhraseLocation *, struct __pyx_obj_3_sa_Phrase *))__pyx_f_3_sa_23HieroCachingRuleFactory_sort_phrase_loc; + __pyx_vtable_3_sa_HieroCachingRuleFactory.intersect_helper = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_obj_3_sa_PhraseLocation *, struct __pyx_obj_3_sa_PhraseLocation *, int))__pyx_f_3_sa_23HieroCachingRuleFactory_intersect_helper; + __pyx_vtable_3_sa_HieroCachingRuleFactory.loc2str = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_PhraseLocation *))__pyx_f_3_sa_23HieroCachingRuleFactory_loc2str; + __pyx_vtable_3_sa_HieroCachingRuleFactory.intersect = (struct __pyx_obj_3_sa_PhraseLocation *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, PyObject *, PyObject *, struct __pyx_obj_3_sa_Phrase *))__pyx_f_3_sa_23HieroCachingRuleFactory_intersect; + __pyx_vtable_3_sa_HieroCachingRuleFactory.find_fixpoint = (int (*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, PyObject *, int *, int *, int *, int *, int, int, int *, int *, int *, int *, int, int, int, int, int, int, int, int, int, int, int))__pyx_f_3_sa_23HieroCachingRuleFactory_find_fixpoint; + __pyx_vtable_3_sa_HieroCachingRuleFactory.find_projection = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int *))__pyx_f_3_sa_23HieroCachingRuleFactory_find_projection; + __pyx_vtable_3_sa_HieroCachingRuleFactory.int_arr_extend = (int *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int *, int *, int *, int))__pyx_f_3_sa_23HieroCachingRuleFactory_int_arr_extend; + __pyx_vtable_3_sa_HieroCachingRuleFactory.extract_phrases = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int, int, int, int *, int *, int *, int, int, int))__pyx_f_3_sa_23HieroCachingRuleFactory_extract_phrases; + __pyx_vtable_3_sa_HieroCachingRuleFactory.create_alignments = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int *, int, PyObject *, PyObject *))__pyx_f_3_sa_23HieroCachingRuleFactory_create_alignments; + __pyx_vtable_3_sa_HieroCachingRuleFactory.extract = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_t_3_sa_Matching *, int *, int))__pyx_f_3_sa_23HieroCachingRuleFactory_extract; + if (PyType_Ready(&__pyx_type_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_HieroCachingRuleFactory.tp_dict, __pyx_vtabptr_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "HieroCachingRuleFactory", (PyObject *)&__pyx_type_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_HieroCachingRuleFactory = &__pyx_type_3_sa_HieroCachingRuleFactory; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct__compute_stats) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct__compute_stats = &__pyx_type_3_sa___pyx_scope_struct__compute_stats; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_1___iter__ = &__pyx_type_3_sa___pyx_scope_struct_1___iter__; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_2_input) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 919; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_2_input = &__pyx_type_3_sa___pyx_scope_struct_2_input; + /*--- Type import code ---*/ + /*--- Variable import code ---*/ + /*--- Function import code ---*/ + /*--- Execution code ---*/ + + /* "_sa.pyx":1 + * import logging # <<<<<<<<<<<<<< + * import resource + * import gzip + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__logging), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__logging, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":2 + * import logging + * import resource # <<<<<<<<<<<<<< + * import gzip + * + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__resource), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__resource, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":3 + * import logging + * import resource + * import gzip # <<<<<<<<<<<<<< + * + * cdef float monitor_cpu(): + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__gzip), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__gzip, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":9 + * resource.getrusage(resource.RUSAGE_SELF).ru_stime) + * + * def gzip_or_text(char* filename): # <<<<<<<<<<<<<< + * if filename.endswith('.gz'): + * return gzip.GzipFile(filename) + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_1gzip_or_text, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__gzip_or_text, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":15 + * return open(filename) + * + * logger = logging.getLogger('cdec.sa') # <<<<<<<<<<<<<< + * + * include "float_list.pxi" + */ + __pyx_t_1 = __Pyx_GetName(__pyx_m, __pyx_n_s__logging); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_2 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__getLogger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_136), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__logger, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":54 + * cdef id2eword, id2fword, eword2id, fword2id + * + * def __cinit__(self, from_text=None, from_data=False, from_binary=None, # <<<<<<<<<<<<<< + * earray=None, fsarray=None, alignment=None): + * self.id2eword = [] + */ + __pyx_t_1 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_k_38 = __pyx_t_1; + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":17 + * from libc.string cimport memset + * + * cdef int MIN_BOTTOM_SIZE = 32 # <<<<<<<<<<<<<< + * cdef int MIN_BOTTOM_BITS = 5 + * cdef int LOWER_MASK[32] + */ + __pyx_v_3_sa_MIN_BOTTOM_SIZE = 32; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":18 + * + * cdef int MIN_BOTTOM_SIZE = 32 + * cdef int MIN_BOTTOM_BITS = 5 # <<<<<<<<<<<<<< + * cdef int LOWER_MASK[32] + * + */ + __pyx_v_3_sa_MIN_BOTTOM_BITS = 5; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":28 + * LOWER_MASK[i] = mask + * + * _init_lower_mask() # <<<<<<<<<<<<<< + * + * cdef struct _BitSet: + */ + __pyx_f_3_sa__init_lower_mask(); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":4 + * from libc.stdlib cimport malloc, realloc, strtol + * + * cdef int INDEX_SHIFT = 3 # <<<<<<<<<<<<<< + * cdef int INDEX_MASK = (1<= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AS_STRING(kw_name)); + #endif +} + +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + } else { + #if PY_MAJOR_VERSION < 3 + if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) { + #else + if (unlikely(!PyUnicode_Check(key))) { + #endif + goto invalid_keyword_type; + } else { + for (name = first_kw_arg; *name; name++) { + #if PY_MAJOR_VERSION >= 3 + if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) && + PyUnicode_Compare(**name, key) == 0) break; + #else + if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) && + _PyString_Eq(**name, key)) break; + #endif + } + if (*name) { + values[name-argnames] = value; + } else { + for (name=argnames; name != first_kw_arg; name++) { + if (**name == key) goto arg_passed_twice; + #if PY_MAJOR_VERSION >= 3 + if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) && + PyUnicode_Compare(**name, key) == 0) goto arg_passed_twice; + #else + if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) && + _PyString_Eq(**name, key)) goto arg_passed_twice; + #endif + } + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + } + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, **name); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + goto bad; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%s() got an unexpected keyword argument '%s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif +bad: + return -1; +} + +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%s() takes %s %" PY_FORMAT_SIZE_T "d positional argument%s (%" PY_FORMAT_SIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->curexc_type; + tmp_value = tstate->curexc_value; + tmp_tb = tstate->curexc_traceback; + tstate->curexc_type = type; + tstate->curexc_value = value; + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_Restore(type, value, tb); +#endif +} +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(type, value, tb); +#endif +} + +#if PY_MAJOR_VERSION < 3 +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, + CYTHON_UNUSED PyObject *cause) { + Py_XINCREF(type); + Py_XINCREF(value); + Py_XINCREF(tb); + if (tb == Py_None) { + Py_DECREF(tb); + tb = 0; + } + else if (tb != NULL && !PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto raise_error; + } + if (value == NULL) { + value = Py_None; + Py_INCREF(value); + } + #if PY_VERSION_HEX < 0x02050000 + if (!PyClass_Check(type)) + #else + if (!PyType_Check(type)) + #endif + { + if (value != Py_None) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto raise_error; + } + Py_DECREF(value); + value = type; + #if PY_VERSION_HEX < 0x02050000 + if (PyInstance_Check(type)) { + type = (PyObject*) ((PyInstanceObject*)type)->in_class; + Py_INCREF(type); + } + else { + type = 0; + PyErr_SetString(PyExc_TypeError, + "raise: exception must be an old-style class or instance"); + goto raise_error; + } + #else + type = (PyObject*) Py_TYPE(type); + Py_INCREF(type); + if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto raise_error; + } + #endif + } + __Pyx_ErrRestore(type, value, tb); + return; +raise_error: + Py_XDECREF(value); + Py_XDECREF(type); + Py_XDECREF(tb); + return; +} +#else /* Python 3+ */ +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { + if (tb == Py_None) { + tb = 0; + } else if (tb && !PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto bad; + } + if (value == Py_None) + value = 0; + if (PyExceptionInstance_Check(type)) { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto bad; + } + value = type; + type = (PyObject*) Py_TYPE(value); + } else if (!PyExceptionClass_Check(type)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto bad; + } + if (cause) { + PyObject *fixed_cause; + if (PyExceptionClass_Check(cause)) { + fixed_cause = PyObject_CallObject(cause, NULL); + if (fixed_cause == NULL) + goto bad; + } + else if (PyExceptionInstance_Check(cause)) { + fixed_cause = cause; + Py_INCREF(fixed_cause); + } + else { + PyErr_SetString(PyExc_TypeError, + "exception causes must derive from " + "BaseException"); + goto bad; + } + if (!value) { + value = PyObject_CallObject(type, NULL); + } + PyException_SetCause(value, fixed_cause); + } + PyErr_SetObject(type, value); + if (tb) { + PyThreadState *tstate = PyThreadState_GET(); + PyObject* tmp_tb = tstate->curexc_traceback; + if (tb != tmp_tb) { + Py_INCREF(tb); + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_tb); + } + } +bad: + return; +} +#endif + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings( + PyObject *kwdict, + const char* function_name, + int kw_allowed) +{ + PyObject* key = 0; + Py_ssize_t pos = 0; +#if CPYTHON_COMPILING_IN_PYPY + if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0)) + goto invalid_keyword; + return 1; +#else + while (PyDict_Next(kwdict, &pos, &key, 0)) { + #if PY_MAJOR_VERSION < 3 + if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) + #else + if (unlikely(!PyUnicode_Check(key))) + #endif + goto invalid_keyword_type; + } + if ((!kw_allowed) && unlikely(key)) + goto invalid_keyword; + return 1; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + return 0; +#endif +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%s() got an unexpected keyword argument '%s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif + return 0; +} + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *local_type, *local_value, *local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + local_type = tstate->curexc_type; + local_value = tstate->curexc_value; + local_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(&local_type, &local_value, &local_tb); +#endif + PyErr_NormalizeException(&local_type, &local_value, &local_tb); +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(tstate->curexc_type)) +#else + if (unlikely(PyErr_Occurred())) +#endif + goto bad; + #if PY_MAJOR_VERSION >= 3 + if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) + goto bad; + #endif + Py_INCREF(local_type); + Py_INCREF(local_value); + Py_INCREF(local_tb); + *type = local_type; + *value = local_value; + *tb = local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = local_type; + tstate->exc_value = local_value; + tstate->exc_traceback = local_tb; + /* Make sure tstate is in a consistent state when we XDECREF + these objects (DECREF may run arbitrary code). */ + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(local_type, local_value, local_tb); +#endif + return 0; +bad: + *type = 0; + *value = 0; + *tb = 0; + Py_XDECREF(local_type); + Py_XDECREF(local_value); + Py_XDECREF(local_tb); + return -1; +} + +static CYTHON_INLINE long __Pyx_div_long(long a, long b) { + long q = a / b; + long r = a - q*b; + q -= ((r != 0) & ((r ^ b) < 0)); + return q; +} + +static CYTHON_INLINE long __Pyx_mod_long(long a, long b) { + long r = a % b; + r += ((r != 0) & ((r ^ b) < 0)) * b; + return r; +} + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %" PY_FORMAT_SIZE_T "d)", expected); +} + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { + PyErr_Format(PyExc_ValueError, + "need more than %" PY_FORMAT_SIZE_T "d value%s to unpack", + index, (index == 1) ? "" : "s"); +} + +static CYTHON_INLINE int __Pyx_IterFinish(void) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + PyObject* exc_type = tstate->curexc_type; + if (unlikely(exc_type)) { + if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) { + PyObject *exc_value, *exc_tb; + exc_value = tstate->curexc_value; + exc_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; + Py_DECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_tb); + return 0; + } else { + return -1; + } + } + return 0; +#else + if (unlikely(PyErr_Occurred())) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { + PyErr_Clear(); + return 0; + } else { + return -1; + } + } + return 0; +#endif +} + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { + if (unlikely(retval)) { + Py_DECREF(retval); + __Pyx_RaiseTooManyValuesError(expected); + return -1; + } else { + return __Pyx_IterFinish(); + } + return 0; +} + +static double __Pyx__PyObject_AsDouble(PyObject* obj) { + PyObject* float_value; +#if CYTHON_COMPILING_IN_PYPY + float_value = PyNumber_Float(obj); +#else + if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) { + return PyFloat_AsDouble(obj); + } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) { +#if PY_MAJOR_VERSION >= 3 + float_value = PyFloat_FromString(obj); +#else + float_value = PyFloat_FromString(obj, 0); +#endif + } else { + PyObject* args = PyTuple_New(1); + if (unlikely(!args)) goto bad; + PyTuple_SET_ITEM(args, 0, obj); + float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0); + PyTuple_SET_ITEM(args, 0, 0); + Py_DECREF(args); + } +#endif + if (likely(float_value)) { + double value = PyFloat_AS_DOUBLE(float_value); + Py_DECREF(float_value); + return value; + } +bad: + return (double)-1; +} + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { + PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); +} + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact) +{ + if (!type) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (none_allowed && obj == Py_None) return 1; + else if (exact) { + if (Py_TYPE(obj) == type) return 1; + } + else { + if (PyObject_TypeCheck(obj, type)) return 1; + } + PyErr_Format(PyExc_TypeError, + "Argument '%s' has incorrect type (expected %s, got %s)", + name, type->tp_name, Py_TYPE(obj)->tp_name); + return 0; +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) { + if (t == Py_None) { + __Pyx_RaiseNoneNotIterableError(); + } else if (PyTuple_GET_SIZE(t) < index) { + __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t)); + } else { + __Pyx_RaiseTooManyValuesError(index); + } +} + +static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, + int is_tuple, int has_known_size, int decref_tuple) { + Py_ssize_t index; + PyObject *value1 = NULL, *value2 = NULL, *iter = NULL; + if (!is_tuple && unlikely(!PyTuple_Check(tuple))) { + iternextfunc iternext; + iter = PyObject_GetIter(tuple); + if (unlikely(!iter)) goto bad; + if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; } + iternext = Py_TYPE(iter)->tp_iternext; + value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; } + value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; } + if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad; + Py_DECREF(iter); + } else { + if (!has_known_size && unlikely(PyTuple_GET_SIZE(tuple) != 2)) { + __Pyx_UnpackTupleError(tuple, 2); + goto bad; + } +#if CYTHON_COMPILING_IN_PYPY + value1 = PySequence_ITEM(tuple, 0); + if (unlikely(!value1)) goto bad; + value2 = PySequence_ITEM(tuple, 1); + if (unlikely(!value2)) goto bad; +#else + value1 = PyTuple_GET_ITEM(tuple, 0); + value2 = PyTuple_GET_ITEM(tuple, 1); + Py_INCREF(value1); + Py_INCREF(value2); +#endif + if (decref_tuple) { Py_DECREF(tuple); } + } + *pvalue1 = value1; + *pvalue2 = value2; + return 0; +unpacking_failed: + if (!has_known_size && __Pyx_IterFinish() == 0) + __Pyx_RaiseNeedMoreValuesError(index); +bad: + Py_XDECREF(iter); + Py_XDECREF(value1); + Py_XDECREF(value2); + if (decref_tuple) { Py_XDECREF(tuple); } + return -1; +} + +static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name, + Py_ssize_t* p_orig_length, int* p_source_is_dict) { + is_dict = is_dict || likely(PyDict_CheckExact(iterable)); + *p_source_is_dict = is_dict; +#if !CYTHON_COMPILING_IN_PYPY + if (is_dict) { + *p_orig_length = PyDict_Size(iterable); + Py_INCREF(iterable); + return iterable; + } +#endif + *p_orig_length = 0; + if (method_name) { + PyObject* iter; + iterable = PyObject_CallMethodObjArgs(iterable, method_name, NULL); + if (!iterable) + return NULL; +#if !CYTHON_COMPILING_IN_PYPY + if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable)) + return iterable; +#endif + iter = PyObject_GetIter(iterable); + Py_DECREF(iterable); + return iter; + } + return PyObject_GetIter(iterable); +} +static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* iter_obj, Py_ssize_t orig_length, Py_ssize_t* ppos, + PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) { + PyObject* next_item; +#if !CYTHON_COMPILING_IN_PYPY + if (source_is_dict) { + PyObject *key, *value; + if (unlikely(orig_length != PyDict_Size(iter_obj))) { + PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration"); + return -1; + } + if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) { + return 0; + } + if (pitem) { + PyObject* tuple = PyTuple_New(2); + if (unlikely(!tuple)) { + return -1; + } + Py_INCREF(key); + Py_INCREF(value); + PyTuple_SET_ITEM(tuple, 0, key); + PyTuple_SET_ITEM(tuple, 1, value); + *pitem = tuple; + } else { + if (pkey) { + Py_INCREF(key); + *pkey = key; + } + if (pvalue) { + Py_INCREF(value); + *pvalue = value; + } + } + return 1; + } else if (PyTuple_CheckExact(iter_obj)) { + Py_ssize_t pos = *ppos; + if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0; + *ppos = pos + 1; + next_item = PyTuple_GET_ITEM(iter_obj, pos); + Py_INCREF(next_item); + } else if (PyList_CheckExact(iter_obj)) { + Py_ssize_t pos = *ppos; + if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0; + *ppos = pos + 1; + next_item = PyList_GET_ITEM(iter_obj, pos); + Py_INCREF(next_item); + } else +#endif + { + next_item = PyIter_Next(iter_obj); + if (unlikely(!next_item)) { + return __Pyx_IterFinish(); + } + } + if (pitem) { + *pitem = next_item; + } else if (pkey && pvalue) { + if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1)) + return -1; + } else if (pkey) { + *pkey = next_item; + } else { + *pvalue = next_item; + } + return 1; +} + +static CYTHON_INLINE int __Pyx_div_int(int a, int b) { + int q = a / b; + int r = a - q*b; + q -= ((r != 0) & ((r ^ b) < 0)); + return q; +} + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); +#else + PyErr_GetExcInfo(type, value, tb); +#endif +} +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(type, value, tb); +#endif +} + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level) { + PyObject *py_import = 0; + PyObject *empty_list = 0; + PyObject *module = 0; + PyObject *global_dict = 0; + PyObject *empty_dict = 0; + PyObject *list; + py_import = __Pyx_GetAttrString(__pyx_b, "__import__"); + if (!py_import) + goto bad; + if (from_list) + list = from_list; + else { + empty_list = PyList_New(0); + if (!empty_list) + goto bad; + list = empty_list; + } + global_dict = PyModule_GetDict(__pyx_m); + if (!global_dict) + goto bad; + empty_dict = PyDict_New(); + if (!empty_dict) + goto bad; + #if PY_VERSION_HEX >= 0x02050000 + { + #if PY_MAJOR_VERSION >= 3 + if (level == -1) { + if (strchr(__Pyx_MODULE_NAME, '.')) { + /* try package relative import first */ + PyObject *py_level = PyInt_FromLong(1); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + if (!module) { + if (!PyErr_ExceptionMatches(PyExc_ImportError)) + goto bad; + PyErr_Clear(); + } + } + level = 0; /* try absolute import on failure */ + } + #endif + if (!module) { + PyObject *py_level = PyInt_FromLong(level); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + } + } + #else + if (level>0) { + PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); + goto bad; + } + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, NULL); + #endif +bad: + Py_XDECREF(empty_list); + Py_XDECREF(py_import); + Py_XDECREF(empty_dict); + return module; +} + +static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { + const unsigned char neg_one = (unsigned char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned char" : + "value too large to convert to unsigned char"); + } + return (unsigned char)-1; + } + return (unsigned char)val; + } + return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { + const unsigned short neg_one = (unsigned short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned short" : + "value too large to convert to unsigned short"); + } + return (unsigned short)-1; + } + return (unsigned short)val; + } + return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { + const unsigned int neg_one = (unsigned int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned int" : + "value too large to convert to unsigned int"); + } + return (unsigned int)-1; + } + return (unsigned int)val; + } + return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { + const char neg_one = (char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to char" : + "value too large to convert to char"); + } + return (char)-1; + } + return (char)val; + } + return (char)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { + const short neg_one = (short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to short" : + "value too large to convert to short"); + } + return (short)-1; + } + return (short)val; + } + return (short)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { + const signed char neg_one = (signed char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed char" : + "value too large to convert to signed char"); + } + return (signed char)-1; + } + return (signed char)val; + } + return (signed char)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { + const signed short neg_one = (signed short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed short" : + "value too large to convert to signed short"); + } + return (signed short)-1; + } + return (signed short)val; + } + return (signed short)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { + const signed int neg_one = (signed int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed int" : + "value too large to convert to signed int"); + } + return (signed int)-1; + } + return (signed int)val; + } + return (signed int)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { + const unsigned long neg_one = (unsigned long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned long)PyLong_AsUnsignedLong(x); + } else { + return (unsigned long)PyLong_AsLong(x); + } + } else { + unsigned long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned long)-1; + val = __Pyx_PyInt_AsUnsignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { + const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { + return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + unsigned PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsUnsignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) { + const long neg_one = (long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + return (long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + return (long)PyLong_AsUnsignedLong(x); + } else { + return (long)PyLong_AsLong(x); + } + } else { + long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (long)-1; + val = __Pyx_PyInt_AsLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { + const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { + return (PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { + const signed long neg_one = (signed long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed long)PyLong_AsUnsignedLong(x); + } else { + return (signed long)PyLong_AsLong(x); + } + } else { + signed long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed long)-1; + val = __Pyx_PyInt_AsSignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { + const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_VERSION_HEX < 0x03000000 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { + return (signed PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + signed PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsSignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, + CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +} + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = *type; + tstate->exc_value = *value; + tstate->exc_traceback = *tb; +#else + PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); + PyErr_SetExcInfo(*type, *value, *tb); +#endif + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} + +static PyObject *__Pyx_Generator_Next(PyObject *self); +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value); +static PyObject *__Pyx_Generator_Close(PyObject *self); +static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args); +static PyTypeObject *__pyx_GeneratorType = 0; +#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType) +#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) { + PyObject *et, *ev, *tb; + PyObject *value = NULL; + __Pyx_ErrFetch(&et, &ev, &tb); + if (!et) { + Py_XDECREF(tb); + Py_XDECREF(ev); + Py_INCREF(Py_None); + *pvalue = Py_None; + return 0; + } + if (unlikely(et != PyExc_StopIteration) && + unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + if (likely(et == PyExc_StopIteration)) { + if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) { + if (!ev) { + Py_INCREF(Py_None); + ev = Py_None; + } + Py_XDECREF(tb); + Py_DECREF(et); + *pvalue = ev; + return 0; + } + } + PyErr_NormalizeException(&et, &ev, &tb); + if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + Py_XDECREF(tb); + Py_DECREF(et); +#if PY_VERSION_HEX >= 0x030300A0 + value = ((PyStopIterationObject *)ev)->value; + Py_INCREF(value); + Py_DECREF(ev); +#else + { + PyObject* args = PyObject_GetAttrString(ev, "args"); + Py_DECREF(ev); + if (likely(args)) { + value = PyObject_GetItem(args, 0); + Py_DECREF(args); + } + if (unlikely(!value)) { + __Pyx_ErrRestore(NULL, NULL, NULL); + Py_INCREF(Py_None); + value = Py_None; + } + } +#endif + *pvalue = value; + return 0; +} +#endif +static CYTHON_INLINE +void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) { + PyObject *exc_type = self->exc_type; + PyObject *exc_value = self->exc_value; + PyObject *exc_traceback = self->exc_traceback; + self->exc_type = NULL; + self->exc_value = NULL; + self->exc_traceback = NULL; + Py_XDECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_traceback); +} +static CYTHON_INLINE +int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) { + if (unlikely(gen->is_running)) { + PyErr_SetString(PyExc_ValueError, + "generator already executing"); + return 1; + } + return 0; +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) { + PyObject *retval; + assert(!self->is_running); + if (unlikely(self->resume_label == 0)) { + if (unlikely(value && value != Py_None)) { + PyErr_SetString(PyExc_TypeError, + "can't send non-None value to a " + "just-started generator"); + return NULL; + } + } + if (unlikely(self->resume_label == -1)) { + PyErr_SetNone(PyExc_StopIteration); + return NULL; + } + if (value) { +#if CYTHON_COMPILING_IN_PYPY +#else + /* Generators always return to their most recent caller, not + * necessarily their creator. */ + if (self->exc_traceback) { + PyThreadState *tstate = PyThreadState_GET(); + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_XINCREF(tstate->frame); + assert(f->f_back == NULL); + f->f_back = tstate->frame; + } +#endif + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); + } else { + __Pyx_Generator_ExceptionClear(self); + } + self->is_running = 1; + retval = self->body((PyObject *) self, value); + self->is_running = 0; + if (retval) { + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); +#if CYTHON_COMPILING_IN_PYPY +#else + /* Don't keep the reference to f_back any longer than necessary. It + * may keep a chain of frames alive or it could create a reference + * cycle. */ + if (self->exc_traceback) { + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_CLEAR(f->f_back); + } +#endif + } else { + __Pyx_Generator_ExceptionClear(self); + } + return retval; +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) { + PyObject *ret; + PyObject *val = NULL; + __Pyx_Generator_Undelegate(gen); + __Pyx_PyGen_FetchStopIterationValue(&val); + ret = __Pyx_Generator_SendEx(gen, val); + Py_XDECREF(val); + return ret; +} +static PyObject *__Pyx_Generator_Next(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + ret = Py_TYPE(yf)->tp_iternext(yf); + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, Py_None); +} +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Send(yf, value); + } else { + if (value == Py_None) + ret = PyIter_Next(yf); + else + ret = PyObject_CallMethod(yf, (char*)"send", (char*)"O", value); + } + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, value); +} +static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) { + PyObject *retval = NULL; + int err = 0; + if (__Pyx_Generator_CheckExact(yf)) { + retval = __Pyx_Generator_Close(yf); + if (!retval) + return -1; + } else { + PyObject *meth; + gen->is_running = 1; + meth = PyObject_GetAttrString(yf, "close"); + if (unlikely(!meth)) { + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_WriteUnraisable(yf); + } + PyErr_Clear(); + } else { + retval = PyObject_CallFunction(meth, NULL); + Py_DECREF(meth); + if (!retval) + err = -1; + } + gen->is_running = 0; + } + Py_XDECREF(retval); + return err; +} +static PyObject *__Pyx_Generator_Close(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject *retval, *raised_exception; + PyObject *yf = gen->yieldfrom; + int err = 0; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + Py_INCREF(yf); + err = __Pyx_Generator_CloseIter(gen, yf); + __Pyx_Generator_Undelegate(gen); + Py_DECREF(yf); + } + if (err == 0) +#if PY_VERSION_HEX < 0x02050000 + PyErr_SetNone(PyExc_StopIteration); +#else + PyErr_SetNone(PyExc_GeneratorExit); +#endif + retval = __Pyx_Generator_SendEx(gen, NULL); + if (retval) { + Py_DECREF(retval); + PyErr_SetString(PyExc_RuntimeError, + "generator ignored GeneratorExit"); + return NULL; + } + raised_exception = PyErr_Occurred(); + if (!raised_exception + || raised_exception == PyExc_StopIteration +#if PY_VERSION_HEX >= 0x02050000 + || raised_exception == PyExc_GeneratorExit + || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit) +#endif + || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration)) + { + if (raised_exception) PyErr_Clear(); /* ignore these errors */ + Py_INCREF(Py_None); + return Py_None; + } + return NULL; +} +static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject *typ; + PyObject *tb = NULL; + PyObject *val = NULL; + PyObject *yf = gen->yieldfrom; + if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) + return NULL; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + Py_INCREF(yf); +#if PY_VERSION_HEX >= 0x02050000 + if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) { + int err = __Pyx_Generator_CloseIter(gen, yf); + Py_DECREF(yf); + __Pyx_Generator_Undelegate(gen); + if (err < 0) + return __Pyx_Generator_SendEx(gen, NULL); + goto throw_here; + } +#endif + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Throw(yf, args); + } else { + PyObject *meth = PyObject_GetAttrString(yf, "throw"); + if (unlikely(!meth)) { + Py_DECREF(yf); + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + gen->is_running = 0; + return NULL; + } + PyErr_Clear(); + __Pyx_Generator_Undelegate(gen); + gen->is_running = 0; + goto throw_here; + } + ret = PyObject_CallObject(meth, args); + Py_DECREF(meth); + } + gen->is_running = 0; + Py_DECREF(yf); + if (!ret) { + ret = __Pyx_Generator_FinishDelegation(gen); + } + return ret; + } +throw_here: + __Pyx_Raise(typ, val, tb, NULL); + return __Pyx_Generator_SendEx(gen, NULL); +} +static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_VISIT(gen->closure); + Py_VISIT(gen->classobj); + Py_VISIT(gen->yieldfrom); + Py_VISIT(gen->exc_type); + Py_VISIT(gen->exc_value); + Py_VISIT(gen->exc_traceback); + return 0; +} +static int __Pyx_Generator_clear(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_CLEAR(gen->closure); + Py_CLEAR(gen->classobj); + Py_CLEAR(gen->yieldfrom); + Py_CLEAR(gen->exc_type); + Py_CLEAR(gen->exc_value); + Py_CLEAR(gen->exc_traceback); + return 0; +} +static void __Pyx_Generator_dealloc(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject_GC_UnTrack(gen); + if (gen->gi_weakreflist != NULL) + PyObject_ClearWeakRefs(self); + PyObject_GC_Track(self); + if (gen->resume_label > 0) { + Py_TYPE(gen)->tp_del(self); + if (self->ob_refcnt > 0) + return; /* resurrected. :( */ + } + PyObject_GC_UnTrack(self); + __Pyx_Generator_clear(self); + PyObject_GC_Del(gen); +} +static void __Pyx_Generator_del(PyObject *self) { + PyObject *res; + PyObject *error_type, *error_value, *error_traceback; + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + if (gen->resume_label <= 0) + return ; + assert(self->ob_refcnt == 0); + self->ob_refcnt = 1; + __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); + res = __Pyx_Generator_Close(self); + if (res == NULL) + PyErr_WriteUnraisable(self); + else + Py_DECREF(res); + __Pyx_ErrRestore(error_type, error_value, error_traceback); + /* Undo the temporary resurrection; can't use DECREF here, it would + * cause a recursive call. + */ + assert(self->ob_refcnt > 0); + if (--self->ob_refcnt == 0) + return; /* this is the normal path out */ + /* close() resurrected it! Make it look like the original Py_DECREF + * never happened. + */ + { + Py_ssize_t refcnt = self->ob_refcnt; + _Py_NewReference(self); + self->ob_refcnt = refcnt; + } +#if CYTHON_COMPILING_FOR_CPYTHON + assert(PyType_IS_GC(self->ob_type) && + _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); + /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so + * we need to undo that. */ + _Py_DEC_REFTOTAL; +#endif + /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object + * chain, so no more to do there. + * If COUNT_ALLOCS, the original decref bumped tp_frees, and + * _Py_NewReference bumped tp_allocs: both of those need to be + * undone. + */ +#ifdef COUNT_ALLOCS + --Py_TYPE(self)->tp_frees; + --Py_TYPE(self)->tp_allocs; +#endif +} +static PyMemberDef __pyx_Generator_memberlist[] = { + {(char *) "gi_running", +#if PY_VERSION_HEX >= 0x02060000 + T_BOOL, +#else + T_INT, +#endif + offsetof(__pyx_GeneratorObject, is_running), + READONLY, + NULL}, + {0, 0, 0, 0, 0} +}; +static PyMethodDef __pyx_Generator_methods[] = { + {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0}, + {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0}, + {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0}, + {0, 0, 0, 0} +}; +static PyTypeObject __pyx_GeneratorType_type = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("generator"), /*tp_name*/ + sizeof(__pyx_GeneratorObject), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + (destructor) __Pyx_Generator_dealloc,/*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ +#if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ +#else + 0, /*reserved*/ +#endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ + 0, /*tp_doc*/ + (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */ + 0, /*tp_iter*/ + (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/ + __pyx_Generator_methods, /*tp_methods*/ + __pyx_Generator_memberlist, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + 0, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + __Pyx_Generator_del, /*tp_del*/ +#if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ +#endif +}; +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure) { + __pyx_GeneratorObject *gen = + PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type); + if (gen == NULL) + return NULL; + gen->body = body; + gen->closure = closure; + Py_XINCREF(closure); + gen->is_running = 0; + gen->resume_label = 0; + gen->classobj = NULL; + gen->yieldfrom = NULL; + gen->exc_type = NULL; + gen->exc_value = NULL; + gen->exc_traceback = NULL; + gen->gi_weakreflist = NULL; + PyObject_GC_Track(gen); + return gen; +} +static int __pyx_Generator_init(void) { + __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr; + __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter; + if (PyType_Ready(&__pyx_GeneratorType_type)) { + return -1; + } + __pyx_GeneratorType = &__pyx_GeneratorType_type; + return 0; +} + +static int __Pyx_check_binary_version(void) { + char ctversion[4], rtversion[4]; + PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); + PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); + if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { + char message[200]; + PyOS_snprintf(message, sizeof(message), + "compiletime version %s of module '%.100s' " + "does not match runtime version %s", + ctversion, __Pyx_MODULE_NAME, rtversion); + #if PY_VERSION_HEX < 0x02050000 + return PyErr_Warn(NULL, message); + #else + return PyErr_WarnEx(NULL, message, 1); + #endif + } + return 0; +} + +static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) { + PyObject *d = 0; + PyObject *cobj = 0; + union { + void (*fp)(void); + void *p; + } tmp; + d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__"); + if (!d) { + PyErr_Clear(); + d = PyDict_New(); + if (!d) + goto bad; + Py_INCREF(d); + if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0) + goto bad; + } + tmp.fp = f; +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + cobj = PyCapsule_New(tmp.p, sig, 0); +#else + cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0); +#endif + if (!cobj) + goto bad; + if (PyDict_SetItemString(d, name, cobj) < 0) + goto bad; + Py_DECREF(cobj); + Py_DECREF(d); + return 0; +bad: + Py_XDECREF(cobj); + Py_XDECREF(d); + return -1; +} + +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + PyObject *ob = PyCapsule_New(vtable, 0, 0); +#else + PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); +#endif + if (!ob) + goto bad; + if (PyDict_SetItemString(dict, "__pyx_vtable__", ob) < 0) + goto bad; + Py_DECREF(ob); + return 0; +bad: + Py_XDECREF(ob); + return -1; +} + +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { + int start = 0, mid = 0, end = count - 1; + if (end >= 0 && code_line > entries[end].code_line) { + return count; + } + while (start < end) { + mid = (start + end) / 2; + if (code_line < entries[mid].code_line) { + end = mid; + } else if (code_line > entries[mid].code_line) { + start = mid + 1; + } else { + return mid; + } + } + if (code_line <= entries[mid].code_line) { + return mid; + } else { + return mid + 1; + } +} +static PyCodeObject *__pyx_find_code_object(int code_line) { + PyCodeObject* code_object; + int pos; + if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { + return NULL; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { + return NULL; + } + code_object = __pyx_code_cache.entries[pos].code_object; + Py_INCREF(code_object); + return code_object; +} +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { + int pos, i; + __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; + if (unlikely(!code_line)) { + return; + } + if (unlikely(!entries)) { + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); + if (likely(entries)) { + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = 64; + __pyx_code_cache.count = 1; + entries[0].code_line = code_line; + entries[0].code_object = code_object; + Py_INCREF(code_object); + } + return; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { + PyCodeObject* tmp = entries[pos].code_object; + entries[pos].code_object = code_object; + Py_DECREF(tmp); + return; + } + if (__pyx_code_cache.count == __pyx_code_cache.max_count) { + int new_max = __pyx_code_cache.max_count + 64; + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( + __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry)); + if (unlikely(!entries)) { + return; + } + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = new_max; + } + for (i=__pyx_code_cache.count; i>pos; i--) { + entries[i] = entries[i-1]; + } + entries[pos].code_line = code_line; + entries[pos].code_object = code_object; + __pyx_code_cache.count++; + Py_INCREF(code_object); +} + +#include "compile.h" +#include "frameobject.h" +#include "traceback.h" +static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( + const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyObject *py_srcfile = 0; + PyObject *py_funcname = 0; + #if PY_MAJOR_VERSION < 3 + py_srcfile = PyString_FromString(filename); + #else + py_srcfile = PyUnicode_FromString(filename); + #endif + if (!py_srcfile) goto bad; + if (c_line) { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + #else + py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + #endif + } + else { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromString(funcname); + #else + py_funcname = PyUnicode_FromString(funcname); + #endif + } + if (!py_funcname) goto bad; + py_code = __Pyx_PyCode_New( + 0, /*int argcount,*/ + 0, /*int kwonlyargcount,*/ + 0, /*int nlocals,*/ + 0, /*int stacksize,*/ + 0, /*int flags,*/ + __pyx_empty_bytes, /*PyObject *code,*/ + __pyx_empty_tuple, /*PyObject *consts,*/ + __pyx_empty_tuple, /*PyObject *names,*/ + __pyx_empty_tuple, /*PyObject *varnames,*/ + __pyx_empty_tuple, /*PyObject *freevars,*/ + __pyx_empty_tuple, /*PyObject *cellvars,*/ + py_srcfile, /*PyObject *filename,*/ + py_funcname, /*PyObject *name,*/ + py_line, /*int firstlineno,*/ + __pyx_empty_bytes /*PyObject *lnotab*/ + ); + Py_DECREF(py_srcfile); + Py_DECREF(py_funcname); + return py_code; +bad: + Py_XDECREF(py_srcfile); + Py_XDECREF(py_funcname); + return NULL; +} +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyObject *py_globals = 0; + PyFrameObject *py_frame = 0; + py_code = __pyx_find_code_object(c_line ? c_line : py_line); + if (!py_code) { + py_code = __Pyx_CreateCodeObjectForTraceback( + funcname, c_line, py_line, filename); + if (!py_code) goto bad; + __pyx_insert_code_object(c_line ? c_line : py_line, py_code); + } + py_globals = PyModule_GetDict(__pyx_m); + if (!py_globals) goto bad; + py_frame = PyFrame_New( + PyThreadState_GET(), /*PyThreadState *tstate,*/ + py_code, /*PyCodeObject *code,*/ + py_globals, /*PyObject *globals,*/ + 0 /*PyObject *locals*/ + ); + if (!py_frame) goto bad; + py_frame->f_lineno = py_line; + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { + while (t->p) { + #if PY_MAJOR_VERSION < 3 + if (t->is_unicode) { + *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); + } else if (t->intern) { + *t->p = PyString_InternFromString(t->s); + } else { + *t->p = PyString_FromStringAndSize(t->s, t->n - 1); + } + #else /* Python 3+ has unicode identifiers */ + if (t->is_unicode | t->is_str) { + if (t->intern) { + *t->p = PyUnicode_InternFromString(t->s); + } else if (t->encoding) { + *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); + } else { + *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); + } + } else { + *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); + } + #endif + if (!*t->p) + return -1; + ++t; + } + return 0; +} + + +/* Type Conversion Functions */ + +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { + int is_true = x == Py_True; + if (is_true | (x == Py_False) | (x == Py_None)) return is_true; + else return PyObject_IsTrue(x); +} + +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { + PyNumberMethods *m; + const char *name = NULL; + PyObject *res = NULL; +#if PY_VERSION_HEX < 0x03000000 + if (PyInt_Check(x) || PyLong_Check(x)) +#else + if (PyLong_Check(x)) +#endif + return Py_INCREF(x), x; + m = Py_TYPE(x)->tp_as_number; +#if PY_VERSION_HEX < 0x03000000 + if (m && m->nb_int) { + name = "int"; + res = PyNumber_Int(x); + } + else if (m && m->nb_long) { + name = "long"; + res = PyNumber_Long(x); + } +#else + if (m && m->nb_int) { + name = "int"; + res = PyNumber_Long(x); + } +#endif + if (res) { +#if PY_VERSION_HEX < 0x03000000 + if (!PyInt_Check(res) && !PyLong_Check(res)) { +#else + if (!PyLong_Check(res)) { +#endif + PyErr_Format(PyExc_TypeError, + "__%s__ returned non-%s (type %.200s)", + name, name, Py_TYPE(res)->tp_name); + Py_DECREF(res); + return NULL; + } + } + else if (!PyErr_Occurred()) { + PyErr_SetString(PyExc_TypeError, + "an integer is required"); + } + return res; +} + +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { + Py_ssize_t ival; + PyObject* x = PyNumber_Index(b); + if (!x) return -1; + ival = PyInt_AsSsize_t(x); + Py_DECREF(x); + return ival; +} + +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { +#if PY_VERSION_HEX < 0x02050000 + if (ival <= LONG_MAX) + return PyInt_FromLong((long)ival); + else { + unsigned char *bytes = (unsigned char *) &ival; + int one = 1; int little = (int)*(unsigned char*)&one; + return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); + } +#else + return PyInt_FromSize_t(ival); +#endif +} + +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { + unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); + if (unlikely(val == (unsigned PY_LONG_LONG)-1 && PyErr_Occurred())) { + return (size_t)-1; + } else if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to size_t"); + return (size_t)-1; + } + return (size_t)val; +} + + +#endif /* Py_PYTHON_H */ diff --git a/python/src/sa/_sa.pxd b/python/src/sa/_sa.pxd new file mode 100644 index 00000000..d390bfc5 --- /dev/null +++ b/python/src/sa/_sa.pxd @@ -0,0 +1,17 @@ +cdef class Phrase: + cdef int *syms + cdef int n, *varpos, n_vars + cdef public int chunkpos(self, int k) + cdef public int chunklen(self, int k) + +cdef class Rule: + cdef public int lhs + cdef readonly Phrase f, e + cdef float *cscores + cdef int n_scores + cdef public word_alignments + +cdef char* sym_tostring(int sym) +cdef char* sym_tocat(int sym) +cdef int sym_isvar(int sym) +cdef int sym_getindex(int sym) diff --git a/python/src/sa/_sa.pyx b/python/src/sa/_sa.pyx new file mode 100644 index 00000000..710f8cb4 --- /dev/null +++ b/python/src/sa/_sa.pyx @@ -0,0 +1,29 @@ +import logging +import resource +import gzip + +cdef float monitor_cpu(): + return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ + resource.getrusage(resource.RUSAGE_SELF).ru_stime) + +def gzip_or_text(char* filename): + if filename.endswith('.gz'): + return gzip.GzipFile(filename) + else: + return open(filename) + +logger = logging.getLogger('cdec.sa') + +include "float_list.pxi" +include "int_list.pxi" +include "str_map.pxi" +include "data_array.pxi" +include "alignment.pxi" +include "bilex.pxi" +include "veb.pxi" +include "lcp.pxi" +include "sym.pxi" +include "rule.pxi" +include "precomputation.pxi" +include "suffix_array.pxi" +include "rulefactory.pxi" diff --git a/python/src/sa/rule.pxi b/python/src/sa/rule.pxi index 9c34f66d..bf1a83c6 100644 --- a/python/src/sa/rule.pxi +++ b/python/src/sa/rule.pxi @@ -2,8 +2,6 @@ from libc.stdlib cimport malloc, calloc, realloc, free, strtof, strtol from libc.string cimport strsep, strcpy, strlen cdef class Phrase: - cdef int *syms - cdef int n, *varpos, n_vars def __cinit__(self, words): cdef int i, j, n, n_vars @@ -12,14 +10,14 @@ cdef class Phrase: self.syms = malloc(n*sizeof(int)) for i from 0 <= i < n: self.syms[i] = words[i] - if ALPHABET.isvar(self.syms[i]): + if sym_isvar(self.syms[i]): n_vars += 1 self.n = n self.n_vars = n_vars self.varpos = malloc(n_vars*sizeof(int)) j = 0 for i from 0 <= i < n: - if ALPHABET.isvar(self.syms[i]): + if sym_isvar(self.syms[i]): self.varpos[j] = i j = j + 1 @@ -32,7 +30,7 @@ cdef class Phrase: cdef int i, s for i from 0 <= i < self.n: s = self.syms[i] - strs.append(ALPHABET.tostring(s)) + strs.append(sym_tostring(s)) return " ".join(strs) def handle(self): @@ -44,8 +42,8 @@ cdef class Phrase: j = 0 for j from 0 <= j < self.n: s = self.syms[j] - if ALPHABET.isvar(s): - s = ALPHABET.setindex(s,i) + if sym_isvar(s): + s = sym_setindex(s,i) i = i + 1 norm.append(s) return tuple(norm) @@ -58,10 +56,10 @@ cdef class Phrase: j = 0 for j from 0 <= j < self.n: s = self.syms[j] - if ALPHABET.isvar(s): - s = ALPHABET.setindex(s,i) + if sym_isvar(s): + s = sym_setindex(s,i) i = i + 1 - norm.append(ALPHABET.tostring(s)) + norm.append(sym_tostring(s)) return " ".join(norm) def arity(self): @@ -142,33 +140,30 @@ cdef class Phrase: def __iter__(self): cdef int i - l = [] for i from 0 <= i < self.n: - l.append(self.syms[i]) - return iter(l) + yield self.syms[i] def subst(self, start, children): cdef int i for i from 0 <= i < self.n: - if ALPHABET.isvar(self.syms[i]): - start = start + children[ALPHABET.getindex(self.syms[i])-1] + if sym_isvar(self.syms[i]): + start = start + children[sym_getindex(self.syms[i])-1] else: start = start + (self.syms[i],) return start + + property words: + def __get__(self): + return [sym_tostring(w) for w in self if not sym_isvar(w)] cdef class Rule: - cdef public int lhs - cdef readonly Phrase f, e - cdef float *cscores - cdef int n_scores - cdef public word_alignments def __cinit__(self, int lhs, Phrase f, Phrase e, scores=None, word_alignments=None): cdef int i, n cdef char *rest - if not ALPHABET.isvar(lhs): + if not sym_isvar(lhs): raise Exception('Invalid LHS symbol: %d' % lhs) self.lhs = lhs @@ -214,7 +209,7 @@ cdef class Rule: scorestrs = [] for i from 0 <= i < self.n_scores: scorestrs.append(str(self.cscores[i])) - fields = [ALPHABET.tostring(self.lhs), str(self.f), str(self.e), " ".join(scorestrs)] + fields = [sym_tostring(self.lhs), str(self.f), str(self.e), " ".join(scorestrs)] if self.word_alignments is not None: alignstr = [] for i from 0 <= i < len(self.word_alignments): diff --git a/python/src/sa/rulefactory.pxi b/python/src/sa/rulefactory.pxi index 24bb680f..1c8d25a4 100644 --- a/python/src/sa/rulefactory.pxi +++ b/python/src/sa/rulefactory.pxi @@ -975,7 +975,6 @@ cdef class HieroCachingRuleFactory: continue phrase = prefix + (word_id,) - str_phrase = map(sym_tostring, phrase) hiero_phrase = Phrase(phrase) arity = hiero_phrase.arity() @@ -1019,7 +1018,7 @@ cdef class HieroCachingRuleFactory: else: # Suffix array search phrase_location = node.phrase_location - sa_range = self.fsa.lookup(str_phrase[-1], len(str_phrase)-1, phrase_location.sa_low, phrase_location.sa_high) + sa_range = self.fsa.lookup(sym_tostring(phrase[-1]), len(phrase)-1, phrase_location.sa_low, phrase_location.sa_high) if sa_range is not None: phrase_location = PhraseLocation(sa_low=sa_range[0], sa_high=sa_range[1]) else: diff --git a/python/src/sa/sym.pxi b/python/src/sa/sym.pxi index 3fd6c5a7..4b41886f 100644 --- a/python/src/sa/sym.pxi +++ b/python/src/sa/sym.pxi @@ -53,14 +53,12 @@ cdef class Alphabet: if self.isvar(sym): if sym in self.id2sym: return self.id2sym[sym] - ind = self.getindex(sym) if ind > 0: self.id2sym[sym] = "[%s,%d]" % (self.tocat(sym), ind) else: self.id2sym[sym] = "[%s]" % self.tocat(sym) return self.id2sym[sym] - else: return self.terminals.word(sym) @@ -88,14 +86,20 @@ cdef class Alphabet: cdef Alphabet ALPHABET = Alphabet() -def sym_tostring(int sym): +cdef char* sym_tostring(int sym): return ALPHABET.tostring(sym) -def sym_fromstring(bytes string, bint terminal): - return ALPHABET.fromstring(string, terminal) +cdef char* sym_tocat(int sym): + return ALPHABET.tocat(sym) -def sym_isvar(int sym): +cdef int sym_isvar(int sym): return ALPHABET.isvar(sym) +cdef int sym_getindex(int sym): + return ALPHABET.getindex(sym) + cdef int sym_setindex(int sym, int id): return ALPHABET.setindex(sym, id) + +def sym_fromstring(bytes string, bint terminal): + return ALPHABET.fromstring(string, terminal) diff --git a/python/src/utils.pxd b/python/src/utils.pxd index f4da686b..a1a4799b 100644 --- a/python/src/utils.pxd +++ b/python/src/utils.pxd @@ -17,7 +17,9 @@ cdef extern from "utils/logval.h": cdef cppclass LogVal[T]: double as_float() - double log(LogVal[double]&) + ctypedef LogVal[double] prob_t + + double log(prob_t&) cdef extern from "utils/wordid.h": ctypedef int WordID @@ -33,7 +35,6 @@ cdef extern from "utils/sparse_vector.h": const_iterator(FastSparseVector[T]&, bint is_end) pair[unsigned, T]* ptr "operator->" () const_iterator& operator++() - bint operator==(const_iterator&) bint operator!=(const_iterator&) FastSparseVector() FastSparseVector(FastSparseVector[T]&) diff --git a/python/src/vectors.pxi b/python/src/vectors.pxi index cd1c2598..989a6a7c 100644 --- a/python/src/vectors.pxi +++ b/python/src/vectors.pxi @@ -1,7 +1,16 @@ from cython.operator cimport preincrement as pinc cdef class DenseVector: - cdef vector[weight_t]* vector # Not owned by DenseVector + cdef vector[weight_t]* vector + cdef bint owned # if True, do not manage memory + + def __init__(self): + self.vector = new vector[weight_t]() + self.owned = False + + def __dealloc__(self): + if not self.owned: + del self.vector def __len__(self): return self.vector.size() @@ -28,7 +37,7 @@ cdef class DenseVector: return other.dot(self) def tosparse(self): - cdef SparseVector sparse = SparseVector() + cdef SparseVector sparse = SparseVector.__new__(SparseVector) sparse.vector = new FastSparseVector[weight_t]() InitSparseVector(self.vector[0], sparse.vector) return sparse @@ -36,6 +45,9 @@ cdef class DenseVector: cdef class SparseVector: cdef FastSparseVector[weight_t]* vector + def __init__(self): + self.vector = new FastSparseVector[weight_t]() + def __dealloc__(self): del self.vector @@ -83,7 +95,7 @@ cdef class SparseVector: return self.vector.nonzero(FDConvert(fname)) def __neg__(self): - cdef SparseVector result = SparseVector() + cdef SparseVector result = SparseVector.__new__(SparseVector) result.vector = new FastSparseVector[weight_t](self.vector[0]) result.vector[0] *= -1.0 return result @@ -105,12 +117,12 @@ cdef class SparseVector: return self def __add__(SparseVector x, SparseVector y): - cdef SparseVector result = SparseVector() + cdef SparseVector result = SparseVector.__new__(SparseVector) result.vector = new FastSparseVector[weight_t](x.vector[0] + y.vector[0]) return result def __sub__(SparseVector x, SparseVector y): - cdef SparseVector result = SparseVector() + cdef SparseVector result = SparseVector.__new__(SparseVector) result.vector = new FastSparseVector[weight_t](x.vector[0] - y.vector[0]) return result @@ -119,7 +131,7 @@ cdef class SparseVector: cdef float scalar if isinstance(x, SparseVector): vector, scalar = x, y else: vector, scalar = y, x - cdef SparseVector result = SparseVector() + cdef SparseVector result = SparseVector.__new__(SparseVector) result.vector = new FastSparseVector[weight_t](vector.vector[0] * scalar) return result @@ -128,6 +140,6 @@ cdef class SparseVector: cdef float scalar if isinstance(x, SparseVector): vector, scalar = x, y else: vector, scalar = y, x - cdef SparseVector result = SparseVector() + cdef SparseVector result = SparseVector.__new__(SparseVector) result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar) return result -- cgit v1.2.3 From ee5e376e263d9aeabdeee6968b4457f53d3fc772 Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Fri, 27 Jul 2012 23:33:45 -0400 Subject: [python] Move python files to avoid pythonpath conflicts --- python/cdec/__init__.py | 1 - python/cdec/configobj.py | 2468 --------------------------------------- python/cdec/sa/__init__.py | 4 - python/cdec/sa/compile.py | 94 -- python/cdec/sa/extract.py | 31 - python/cdec/sa/extractor.py | 78 -- python/cdec/sa/features.py | 57 - python/cdec/score.py | 1 - python/pkg/cdec/__init__.py | 1 + python/pkg/cdec/configobj.py | 2468 +++++++++++++++++++++++++++++++++++++++ python/pkg/cdec/sa/__init__.py | 4 + python/pkg/cdec/sa/compile.py | 94 ++ python/pkg/cdec/sa/extract.py | 31 + python/pkg/cdec/sa/extractor.py | 78 ++ python/pkg/cdec/sa/features.py | 57 + python/pkg/cdec/score.py | 1 + python/setup.py | 3 +- python/src/sa/_sa.c | 39 +- python/src/sa/sym.pxi | 2 +- 19 files changed, 2753 insertions(+), 2759 deletions(-) delete mode 100644 python/cdec/__init__.py delete mode 100644 python/cdec/configobj.py delete mode 100644 python/cdec/sa/__init__.py delete mode 100644 python/cdec/sa/compile.py delete mode 100644 python/cdec/sa/extract.py delete mode 100644 python/cdec/sa/extractor.py delete mode 100644 python/cdec/sa/features.py delete mode 100644 python/cdec/score.py create mode 100644 python/pkg/cdec/__init__.py create mode 100644 python/pkg/cdec/configobj.py create mode 100644 python/pkg/cdec/sa/__init__.py create mode 100644 python/pkg/cdec/sa/compile.py create mode 100644 python/pkg/cdec/sa/extract.py create mode 100644 python/pkg/cdec/sa/extractor.py create mode 100644 python/pkg/cdec/sa/features.py create mode 100644 python/pkg/cdec/score.py diff --git a/python/cdec/__init__.py b/python/cdec/__init__.py deleted file mode 100644 index 19058493..00000000 --- a/python/cdec/__init__.py +++ /dev/null @@ -1 +0,0 @@ -from _cdec import Decoder, Lattice, TRule, NT, NTRef, ParseFailed, InvalidConfig diff --git a/python/cdec/configobj.py b/python/cdec/configobj.py deleted file mode 100644 index c1f6e6df..00000000 --- a/python/cdec/configobj.py +++ /dev/null @@ -1,2468 +0,0 @@ -# configobj.py -# A config file reader/writer that supports nested sections in config files. -# Copyright (C) 2005-2010 Michael Foord, Nicola Larosa -# E-mail: fuzzyman AT voidspace DOT org DOT uk -# nico AT tekNico DOT net - -# ConfigObj 4 -# http://www.voidspace.org.uk/python/configobj.html - -# Released subject to the BSD License -# Please see http://www.voidspace.org.uk/python/license.shtml - -# Scripts maintained at http://www.voidspace.org.uk/python/index.shtml -# For information about bugfixes, updates and support, please join the -# ConfigObj mailing list: -# http://lists.sourceforge.net/lists/listinfo/configobj-develop -# Comments, suggestions and bug reports welcome. - -from __future__ import generators - -import os -import re -import sys - -from codecs import BOM_UTF8, BOM_UTF16, BOM_UTF16_BE, BOM_UTF16_LE - - -# imported lazily to avoid startup performance hit if it isn't used -compiler = None - -# A dictionary mapping BOM to -# the encoding to decode with, and what to set the -# encoding attribute to. -BOMS = { - BOM_UTF8: ('utf_8', None), - BOM_UTF16_BE: ('utf16_be', 'utf_16'), - BOM_UTF16_LE: ('utf16_le', 'utf_16'), - BOM_UTF16: ('utf_16', 'utf_16'), - } -# All legal variants of the BOM codecs. -# TODO: the list of aliases is not meant to be exhaustive, is there a -# better way ? -BOM_LIST = { - 'utf_16': 'utf_16', - 'u16': 'utf_16', - 'utf16': 'utf_16', - 'utf-16': 'utf_16', - 'utf16_be': 'utf16_be', - 'utf_16_be': 'utf16_be', - 'utf-16be': 'utf16_be', - 'utf16_le': 'utf16_le', - 'utf_16_le': 'utf16_le', - 'utf-16le': 'utf16_le', - 'utf_8': 'utf_8', - 'u8': 'utf_8', - 'utf': 'utf_8', - 'utf8': 'utf_8', - 'utf-8': 'utf_8', - } - -# Map of encodings to the BOM to write. -BOM_SET = { - 'utf_8': BOM_UTF8, - 'utf_16': BOM_UTF16, - 'utf16_be': BOM_UTF16_BE, - 'utf16_le': BOM_UTF16_LE, - None: BOM_UTF8 - } - - -def match_utf8(encoding): - return BOM_LIST.get(encoding.lower()) == 'utf_8' - - -# Quote strings used for writing values -squot = "'%s'" -dquot = '"%s"' -noquot = "%s" -wspace_plus = ' \r\n\v\t\'"' -tsquot = '"""%s"""' -tdquot = "'''%s'''" - -# Sentinel for use in getattr calls to replace hasattr -MISSING = object() - -__version__ = '4.7.2' - -try: - any -except NameError: - def any(iterable): - for entry in iterable: - if entry: - return True - return False - - -__all__ = ( - '__version__', - 'DEFAULT_INDENT_TYPE', - 'DEFAULT_INTERPOLATION', - 'ConfigObjError', - 'NestingError', - 'ParseError', - 'DuplicateError', - 'ConfigspecError', - 'ConfigObj', - 'SimpleVal', - 'InterpolationError', - 'InterpolationLoopError', - 'MissingInterpolationOption', - 'RepeatSectionError', - 'ReloadError', - 'UnreprError', - 'UnknownType', - 'flatten_errors', - 'get_extra_values' -) - -DEFAULT_INTERPOLATION = 'configparser' -DEFAULT_INDENT_TYPE = ' ' -MAX_INTERPOL_DEPTH = 10 - -OPTION_DEFAULTS = { - 'interpolation': True, - 'raise_errors': False, - 'list_values': True, - 'create_empty': False, - 'file_error': False, - 'configspec': None, - 'stringify': True, - # option may be set to one of ('', ' ', '\t') - 'indent_type': None, - 'encoding': None, - 'default_encoding': None, - 'unrepr': False, - 'write_empty_values': False, -} - - - -def getObj(s): - global compiler - if compiler is None: - import compiler - s = "a=" + s - p = compiler.parse(s) - return p.getChildren()[1].getChildren()[0].getChildren()[1] - - -class UnknownType(Exception): - pass - - -class Builder(object): - - def build(self, o): - m = getattr(self, 'build_' + o.__class__.__name__, None) - if m is None: - raise UnknownType(o.__class__.__name__) - return m(o) - - def build_List(self, o): - return map(self.build, o.getChildren()) - - def build_Const(self, o): - return o.value - - def build_Dict(self, o): - d = {} - i = iter(map(self.build, o.getChildren())) - for el in i: - d[el] = i.next() - return d - - def build_Tuple(self, o): - return tuple(self.build_List(o)) - - def build_Name(self, o): - if o.name == 'None': - return None - if o.name == 'True': - return True - if o.name == 'False': - return False - - # An undefined Name - raise UnknownType('Undefined Name') - - def build_Add(self, o): - real, imag = map(self.build_Const, o.getChildren()) - try: - real = float(real) - except TypeError: - raise UnknownType('Add') - if not isinstance(imag, complex) or imag.real != 0.0: - raise UnknownType('Add') - return real+imag - - def build_Getattr(self, o): - parent = self.build(o.expr) - return getattr(parent, o.attrname) - - def build_UnarySub(self, o): - return -self.build_Const(o.getChildren()[0]) - - def build_UnaryAdd(self, o): - return self.build_Const(o.getChildren()[0]) - - -_builder = Builder() - - -def unrepr(s): - if not s: - return s - return _builder.build(getObj(s)) - - - -class ConfigObjError(SyntaxError): - """ - This is the base class for all errors that ConfigObj raises. - It is a subclass of SyntaxError. - """ - def __init__(self, message='', line_number=None, line=''): - self.line = line - self.line_number = line_number - SyntaxError.__init__(self, message) - - -class NestingError(ConfigObjError): - """ - This error indicates a level of nesting that doesn't match. - """ - - -class ParseError(ConfigObjError): - """ - This error indicates that a line is badly written. - It is neither a valid ``key = value`` line, - nor a valid section marker line. - """ - - -class ReloadError(IOError): - """ - A 'reload' operation failed. - This exception is a subclass of ``IOError``. - """ - def __init__(self): - IOError.__init__(self, 'reload failed, filename is not set.') - - -class DuplicateError(ConfigObjError): - """ - The keyword or section specified already exists. - """ - - -class ConfigspecError(ConfigObjError): - """ - An error occured whilst parsing a configspec. - """ - - -class InterpolationError(ConfigObjError): - """Base class for the two interpolation errors.""" - - -class InterpolationLoopError(InterpolationError): - """Maximum interpolation depth exceeded in string interpolation.""" - - def __init__(self, option): - InterpolationError.__init__( - self, - 'interpolation loop detected in value "%s".' % option) - - -class RepeatSectionError(ConfigObjError): - """ - This error indicates additional sections in a section with a - ``__many__`` (repeated) section. - """ - - -class MissingInterpolationOption(InterpolationError): - """A value specified for interpolation was missing.""" - def __init__(self, option): - msg = 'missing option "%s" in interpolation.' % option - InterpolationError.__init__(self, msg) - - -class UnreprError(ConfigObjError): - """An error parsing in unrepr mode.""" - - - -class InterpolationEngine(object): - """ - A helper class to help perform string interpolation. - - This class is an abstract base class; its descendants perform - the actual work. - """ - - # compiled regexp to use in self.interpolate() - _KEYCRE = re.compile(r"%\(([^)]*)\)s") - _cookie = '%' - - def __init__(self, section): - # the Section instance that "owns" this engine - self.section = section - - - def interpolate(self, key, value): - # short-cut - if not self._cookie in value: - return value - - def recursive_interpolate(key, value, section, backtrail): - """The function that does the actual work. - - ``value``: the string we're trying to interpolate. - ``section``: the section in which that string was found - ``backtrail``: a dict to keep track of where we've been, - to detect and prevent infinite recursion loops - - This is similar to a depth-first-search algorithm. - """ - # Have we been here already? - if (key, section.name) in backtrail: - # Yes - infinite loop detected - raise InterpolationLoopError(key) - # Place a marker on our backtrail so we won't come back here again - backtrail[(key, section.name)] = 1 - - # Now start the actual work - match = self._KEYCRE.search(value) - while match: - # The actual parsing of the match is implementation-dependent, - # so delegate to our helper function - k, v, s = self._parse_match(match) - if k is None: - # That's the signal that no further interpolation is needed - replacement = v - else: - # Further interpolation may be needed to obtain final value - replacement = recursive_interpolate(k, v, s, backtrail) - # Replace the matched string with its final value - start, end = match.span() - value = ''.join((value[:start], replacement, value[end:])) - new_search_start = start + len(replacement) - # Pick up the next interpolation key, if any, for next time - # through the while loop - match = self._KEYCRE.search(value, new_search_start) - - # Now safe to come back here again; remove marker from backtrail - del backtrail[(key, section.name)] - - return value - - # Back in interpolate(), all we have to do is kick off the recursive - # function with appropriate starting values - value = recursive_interpolate(key, value, self.section, {}) - return value - - - def _fetch(self, key): - """Helper function to fetch values from owning section. - - Returns a 2-tuple: the value, and the section where it was found. - """ - # switch off interpolation before we try and fetch anything ! - save_interp = self.section.main.interpolation - self.section.main.interpolation = False - - # Start at section that "owns" this InterpolationEngine - current_section = self.section - while True: - # try the current section first - val = current_section.get(key) - if val is not None and not isinstance(val, Section): - break - # try "DEFAULT" next - val = current_section.get('DEFAULT', {}).get(key) - if val is not None and not isinstance(val, Section): - break - # move up to parent and try again - # top-level's parent is itself - if current_section.parent is current_section: - # reached top level, time to give up - break - current_section = current_section.parent - - # restore interpolation to previous value before returning - self.section.main.interpolation = save_interp - if val is None: - raise MissingInterpolationOption(key) - return val, current_section - - - def _parse_match(self, match): - """Implementation-dependent helper function. - - Will be passed a match object corresponding to the interpolation - key we just found (e.g., "%(foo)s" or "$foo"). Should look up that - key in the appropriate config file section (using the ``_fetch()`` - helper function) and return a 3-tuple: (key, value, section) - - ``key`` is the name of the key we're looking for - ``value`` is the value found for that key - ``section`` is a reference to the section where it was found - - ``key`` and ``section`` should be None if no further - interpolation should be performed on the resulting value - (e.g., if we interpolated "$$" and returned "$"). - """ - raise NotImplementedError() - - - -class ConfigParserInterpolation(InterpolationEngine): - """Behaves like ConfigParser.""" - _cookie = '%' - _KEYCRE = re.compile(r"%\(([^)]*)\)s") - - def _parse_match(self, match): - key = match.group(1) - value, section = self._fetch(key) - return key, value, section - - - -class TemplateInterpolation(InterpolationEngine): - """Behaves like string.Template.""" - _cookie = '$' - _delimiter = '$' - _KEYCRE = re.compile(r""" - \$(?: - (?P\$) | # Two $ signs - (?P[_a-z][_a-z0-9]*) | # $name format - {(?P[^}]*)} # ${name} format - ) - """, re.IGNORECASE | re.VERBOSE) - - def _parse_match(self, match): - # Valid name (in or out of braces): fetch value from section - key = match.group('named') or match.group('braced') - if key is not None: - value, section = self._fetch(key) - return key, value, section - # Escaped delimiter (e.g., $$): return single delimiter - if match.group('escaped') is not None: - # Return None for key and section to indicate it's time to stop - return None, self._delimiter, None - # Anything else: ignore completely, just return it unchanged - return None, match.group(), None - - -interpolation_engines = { - 'configparser': ConfigParserInterpolation, - 'template': TemplateInterpolation, -} - - -def __newobj__(cls, *args): - # Hack for pickle - return cls.__new__(cls, *args) - -class Section(dict): - """ - A dictionary-like object that represents a section in a config file. - - It does string interpolation if the 'interpolation' attribute - of the 'main' object is set to True. - - Interpolation is tried first from this object, then from the 'DEFAULT' - section of this object, next from the parent and its 'DEFAULT' section, - and so on until the main object is reached. - - A Section will behave like an ordered dictionary - following the - order of the ``scalars`` and ``sections`` attributes. - You can use this to change the order of members. - - Iteration follows the order: scalars, then sections. - """ - - - def __setstate__(self, state): - dict.update(self, state[0]) - self.__dict__.update(state[1]) - - def __reduce__(self): - state = (dict(self), self.__dict__) - return (__newobj__, (self.__class__,), state) - - - def __init__(self, parent, depth, main, indict=None, name=None): - """ - * parent is the section above - * depth is the depth level of this section - * main is the main ConfigObj - * indict is a dictionary to initialise the section with - """ - if indict is None: - indict = {} - dict.__init__(self) - # used for nesting level *and* interpolation - self.parent = parent - # used for the interpolation attribute - self.main = main - # level of nesting depth of this Section - self.depth = depth - # purely for information - self.name = name - # - self._initialise() - # we do this explicitly so that __setitem__ is used properly - # (rather than just passing to ``dict.__init__``) - for entry, value in indict.iteritems(): - self[entry] = value - - - def _initialise(self): - # the sequence of scalar values in this Section - self.scalars = [] - # the sequence of sections in this Section - self.sections = [] - # for comments :-) - self.comments = {} - self.inline_comments = {} - # the configspec - self.configspec = None - # for defaults - self.defaults = [] - self.default_values = {} - self.extra_values = [] - self._created = False - - - def _interpolate(self, key, value): - try: - # do we already have an interpolation engine? - engine = self._interpolation_engine - except AttributeError: - # not yet: first time running _interpolate(), so pick the engine - name = self.main.interpolation - if name == True: # note that "if name:" would be incorrect here - # backwards-compatibility: interpolation=True means use default - name = DEFAULT_INTERPOLATION - name = name.lower() # so that "Template", "template", etc. all work - class_ = interpolation_engines.get(name, None) - if class_ is None: - # invalid value for self.main.interpolation - self.main.interpolation = False - return value - else: - # save reference to engine so we don't have to do this again - engine = self._interpolation_engine = class_(self) - # let the engine do the actual work - return engine.interpolate(key, value) - - - def __getitem__(self, key): - """Fetch the item and do string interpolation.""" - val = dict.__getitem__(self, key) - if self.main.interpolation: - if isinstance(val, basestring): - return self._interpolate(key, val) - if isinstance(val, list): - def _check(entry): - if isinstance(entry, basestring): - return self._interpolate(key, entry) - return entry - new = [_check(entry) for entry in val] - if new != val: - return new - return val - - - def __setitem__(self, key, value, unrepr=False): - """ - Correctly set a value. - - Making dictionary values Section instances. - (We have to special case 'Section' instances - which are also dicts) - - Keys must be strings. - Values need only be strings (or lists of strings) if - ``main.stringify`` is set. - - ``unrepr`` must be set when setting a value to a dictionary, without - creating a new sub-section. - """ - if not isinstance(key, basestring): - raise ValueError('The key "%s" is not a string.' % key) - - # add the comment - if key not in self.comments: - self.comments[key] = [] - self.inline_comments[key] = '' - # remove the entry from defaults - if key in self.defaults: - self.defaults.remove(key) - # - if isinstance(value, Section): - if key not in self: - self.sections.append(key) - dict.__setitem__(self, key, value) - elif isinstance(value, dict) and not unrepr: - # First create the new depth level, - # then create the section - if key not in self: - self.sections.append(key) - new_depth = self.depth + 1 - dict.__setitem__( - self, - key, - Section( - self, - new_depth, - self.main, - indict=value, - name=key)) - else: - if key not in self: - self.scalars.append(key) - if not self.main.stringify: - if isinstance(value, basestring): - pass - elif isinstance(value, (list, tuple)): - for entry in value: - if not isinstance(entry, basestring): - raise TypeError('Value is not a string "%s".' % entry) - else: - raise TypeError('Value is not a string "%s".' % value) - dict.__setitem__(self, key, value) - - - def __delitem__(self, key): - """Remove items from the sequence when deleting.""" - dict. __delitem__(self, key) - if key in self.scalars: - self.scalars.remove(key) - else: - self.sections.remove(key) - del self.comments[key] - del self.inline_comments[key] - - - def get(self, key, default=None): - """A version of ``get`` that doesn't bypass string interpolation.""" - try: - return self[key] - except KeyError: - return default - - - def update(self, indict): - """ - A version of update that uses our ``__setitem__``. - """ - for entry in indict: - self[entry] = indict[entry] - - - def pop(self, key, default=MISSING): - """ - 'D.pop(k[,d]) -> v, remove specified key and return the corresponding value. - If key is not found, d is returned if given, otherwise KeyError is raised' - """ - try: - val = self[key] - except KeyError: - if default is MISSING: - raise - val = default - else: - del self[key] - return val - - - def popitem(self): - """Pops the first (key,val)""" - sequence = (self.scalars + self.sections) - if not sequence: - raise KeyError(": 'popitem(): dictionary is empty'") - key = sequence[0] - val = self[key] - del self[key] - return key, val - - - def clear(self): - """ - A version of clear that also affects scalars/sections - Also clears comments and configspec. - - Leaves other attributes alone : - depth/main/parent are not affected - """ - dict.clear(self) - self.scalars = [] - self.sections = [] - self.comments = {} - self.inline_comments = {} - self.configspec = None - self.defaults = [] - self.extra_values = [] - - - def setdefault(self, key, default=None): - """A version of setdefault that sets sequence if appropriate.""" - try: - return self[key] - except KeyError: - self[key] = default - return self[key] - - - def items(self): - """D.items() -> list of D's (key, value) pairs, as 2-tuples""" - return zip((self.scalars + self.sections), self.values()) - - - def keys(self): - """D.keys() -> list of D's keys""" - return (self.scalars + self.sections) - - - def values(self): - """D.values() -> list of D's values""" - return [self[key] for key in (self.scalars + self.sections)] - - - def iteritems(self): - """D.iteritems() -> an iterator over the (key, value) items of D""" - return iter(self.items()) - - - def iterkeys(self): - """D.iterkeys() -> an iterator over the keys of D""" - return iter((self.scalars + self.sections)) - - __iter__ = iterkeys - - - def itervalues(self): - """D.itervalues() -> an iterator over the values of D""" - return iter(self.values()) - - - def __repr__(self): - """x.__repr__() <==> repr(x)""" - def _getval(key): - try: - return self[key] - except MissingInterpolationOption: - return dict.__getitem__(self, key) - return '{%s}' % ', '.join([('%s: %s' % (repr(key), repr(_getval(key)))) - for key in (self.scalars + self.sections)]) - - __str__ = __repr__ - __str__.__doc__ = "x.__str__() <==> str(x)" - - - # Extra methods - not in a normal dictionary - - def dict(self): - """ - Return a deepcopy of self as a dictionary. - - All members that are ``Section`` instances are recursively turned to - ordinary dictionaries - by calling their ``dict`` method. - - >>> n = a.dict() - >>> n == a - 1 - >>> n is a - 0 - """ - newdict = {} - for entry in self: - this_entry = self[entry] - if isinstance(this_entry, Section): - this_entry = this_entry.dict() - elif isinstance(this_entry, list): - # create a copy rather than a reference - this_entry = list(this_entry) - elif isinstance(this_entry, tuple): - # create a copy rather than a reference - this_entry = tuple(this_entry) - newdict[entry] = this_entry - return newdict - - - def merge(self, indict): - """ - A recursive update - useful for merging config files. - - >>> a = '''[section1] - ... option1 = True - ... [[subsection]] - ... more_options = False - ... # end of file'''.splitlines() - >>> b = '''# File is user.ini - ... [section1] - ... option1 = False - ... # end of file'''.splitlines() - >>> c1 = ConfigObj(b) - >>> c2 = ConfigObj(a) - >>> c2.merge(c1) - >>> c2 - ConfigObj({'section1': {'option1': 'False', 'subsection': {'more_options': 'False'}}}) - """ - for key, val in indict.items(): - if (key in self and isinstance(self[key], dict) and - isinstance(val, dict)): - self[key].merge(val) - else: - self[key] = val - - - def rename(self, oldkey, newkey): - """ - Change a keyname to another, without changing position in sequence. - - Implemented so that transformations can be made on keys, - as well as on values. (used by encode and decode) - - Also renames comments. - """ - if oldkey in self.scalars: - the_list = self.scalars - elif oldkey in self.sections: - the_list = self.sections - else: - raise KeyError('Key "%s" not found.' % oldkey) - pos = the_list.index(oldkey) - # - val = self[oldkey] - dict.__delitem__(self, oldkey) - dict.__setitem__(self, newkey, val) - the_list.remove(oldkey) - the_list.insert(pos, newkey) - comm = self.comments[oldkey] - inline_comment = self.inline_comments[oldkey] - del self.comments[oldkey] - del self.inline_comments[oldkey] - self.comments[newkey] = comm - self.inline_comments[newkey] = inline_comment - - - def walk(self, function, raise_errors=True, - call_on_sections=False, **keywargs): - """ - Walk every member and call a function on the keyword and value. - - Return a dictionary of the return values - - If the function raises an exception, raise the errror - unless ``raise_errors=False``, in which case set the return value to - ``False``. - - Any unrecognised keyword arguments you pass to walk, will be pased on - to the function you pass in. - - Note: if ``call_on_sections`` is ``True`` then - on encountering a - subsection, *first* the function is called for the *whole* subsection, - and then recurses into it's members. This means your function must be - able to handle strings, dictionaries and lists. This allows you - to change the key of subsections as well as for ordinary members. The - return value when called on the whole subsection has to be discarded. - - See the encode and decode methods for examples, including functions. - - .. admonition:: caution - - You can use ``walk`` to transform the names of members of a section - but you mustn't add or delete members. - - >>> config = '''[XXXXsection] - ... XXXXkey = XXXXvalue'''.splitlines() - >>> cfg = ConfigObj(config) - >>> cfg - ConfigObj({'XXXXsection': {'XXXXkey': 'XXXXvalue'}}) - >>> def transform(section, key): - ... val = section[key] - ... newkey = key.replace('XXXX', 'CLIENT1') - ... section.rename(key, newkey) - ... if isinstance(val, (tuple, list, dict)): - ... pass - ... else: - ... val = val.replace('XXXX', 'CLIENT1') - ... section[newkey] = val - >>> cfg.walk(transform, call_on_sections=True) - {'CLIENT1section': {'CLIENT1key': None}} - >>> cfg - ConfigObj({'CLIENT1section': {'CLIENT1key': 'CLIENT1value'}}) - """ - out = {} - # scalars first - for i in range(len(self.scalars)): - entry = self.scalars[i] - try: - val = function(self, entry, **keywargs) - # bound again in case name has changed - entry = self.scalars[i] - out[entry] = val - except Exception: - if raise_errors: - raise - else: - entry = self.scalars[i] - out[entry] = False - # then sections - for i in range(len(self.sections)): - entry = self.sections[i] - if call_on_sections: - try: - function(self, entry, **keywargs) - except Exception: - if raise_errors: - raise - else: - entry = self.sections[i] - out[entry] = False - # bound again in case name has changed - entry = self.sections[i] - # previous result is discarded - out[entry] = self[entry].walk( - function, - raise_errors=raise_errors, - call_on_sections=call_on_sections, - **keywargs) - return out - - - def as_bool(self, key): - """ - Accepts a key as input. The corresponding value must be a string or - the objects (``True`` or 1) or (``False`` or 0). We allow 0 and 1 to - retain compatibility with Python 2.2. - - If the string is one of ``True``, ``On``, ``Yes``, or ``1`` it returns - ``True``. - - If the string is one of ``False``, ``Off``, ``No``, or ``0`` it returns - ``False``. - - ``as_bool`` is not case sensitive. - - Any other input will raise a ``ValueError``. - - >>> a = ConfigObj() - >>> a['a'] = 'fish' - >>> a.as_bool('a') - Traceback (most recent call last): - ValueError: Value "fish" is neither True nor False - >>> a['b'] = 'True' - >>> a.as_bool('b') - 1 - >>> a['b'] = 'off' - >>> a.as_bool('b') - 0 - """ - val = self[key] - if val == True: - return True - elif val == False: - return False - else: - try: - if not isinstance(val, basestring): - # TODO: Why do we raise a KeyError here? - raise KeyError() - else: - return self.main._bools[val.lower()] - except KeyError: - raise ValueError('Value "%s" is neither True nor False' % val) - - - def as_int(self, key): - """ - A convenience method which coerces the specified value to an integer. - - If the value is an invalid literal for ``int``, a ``ValueError`` will - be raised. - - >>> a = ConfigObj() - >>> a['a'] = 'fish' - >>> a.as_int('a') - Traceback (most recent call last): - ValueError: invalid literal for int() with base 10: 'fish' - >>> a['b'] = '1' - >>> a.as_int('b') - 1 - >>> a['b'] = '3.2' - >>> a.as_int('b') - Traceback (most recent call last): - ValueError: invalid literal for int() with base 10: '3.2' - """ - return int(self[key]) - - - def as_float(self, key): - """ - A convenience method which coerces the specified value to a float. - - If the value is an invalid literal for ``float``, a ``ValueError`` will - be raised. - - >>> a = ConfigObj() - >>> a['a'] = 'fish' - >>> a.as_float('a') - Traceback (most recent call last): - ValueError: invalid literal for float(): fish - >>> a['b'] = '1' - >>> a.as_float('b') - 1.0 - >>> a['b'] = '3.2' - >>> a.as_float('b') - 3.2000000000000002 - """ - return float(self[key]) - - - def as_list(self, key): - """ - A convenience method which fetches the specified value, guaranteeing - that it is a list. - - >>> a = ConfigObj() - >>> a['a'] = 1 - >>> a.as_list('a') - [1] - >>> a['a'] = (1,) - >>> a.as_list('a') - [1] - >>> a['a'] = [1] - >>> a.as_list('a') - [1] - """ - result = self[key] - if isinstance(result, (tuple, list)): - return list(result) - return [result] - - - def restore_default(self, key): - """ - Restore (and return) default value for the specified key. - - This method will only work for a ConfigObj that was created - with a configspec and has been validated. - - If there is no default value for this key, ``KeyError`` is raised. - """ - default = self.default_values[key] - dict.__setitem__(self, key, default) - if key not in self.defaults: - self.defaults.append(key) - return default - - - def restore_defaults(self): - """ - Recursively restore default values to all members - that have them. - - This method will only work for a ConfigObj that was created - with a configspec and has been validated. - - It doesn't delete or modify entries without default values. - """ - for key in self.default_values: - self.restore_default(key) - - for section in self.sections: - self[section].restore_defaults() - - -class ConfigObj(Section): - """An object to read, create, and write config files.""" - - _keyword = re.compile(r'''^ # line start - (\s*) # indentation - ( # keyword - (?:".*?")| # double quotes - (?:'.*?')| # single quotes - (?:[^'"=].*?) # no quotes - ) - \s*=\s* # divider - (.*) # value (including list values and comments) - $ # line end - ''', - re.VERBOSE) - - _sectionmarker = re.compile(r'''^ - (\s*) # 1: indentation - ((?:\[\s*)+) # 2: section marker open - ( # 3: section name open - (?:"\s*\S.*?\s*")| # at least one non-space with double quotes - (?:'\s*\S.*?\s*')| # at least one non-space with single quotes - (?:[^'"\s].*?) # at least one non-space unquoted - ) # section name close - ((?:\s*\])+) # 4: section marker close - \s*(\#.*)? # 5: optional comment - $''', - re.VERBOSE) - - # this regexp pulls list values out as a single string - # or single values and comments - # FIXME: this regex adds a '' to the end of comma terminated lists - # workaround in ``_handle_value`` - _valueexp = re.compile(r'''^ - (?: - (?: - ( - (?: - (?: - (?:".*?")| # double quotes - (?:'.*?')| # single quotes - (?:[^'",\#][^,\#]*?) # unquoted - ) - \s*,\s* # comma - )* # match all list items ending in a comma (if any) - ) - ( - (?:".*?")| # double quotes - (?:'.*?')| # single quotes - (?:[^'",\#\s][^,]*?)| # unquoted - (?:(? 1: - msg = "Parsing failed with several errors.\nFirst error %s" % info - error = ConfigObjError(msg) - else: - error = self._errors[0] - # set the errors attribute; it's a list of tuples: - # (error_type, message, line_number) - error.errors = self._errors - # set the config attribute - error.config = self - raise error - # delete private attributes - del self._errors - - if configspec is None: - self.configspec = None - else: - self._handle_configspec(configspec) - - - def _initialise(self, options=None): - if options is None: - options = OPTION_DEFAULTS - - # initialise a few variables - self.filename = None - self._errors = [] - self.raise_errors = options['raise_errors'] - self.interpolation = options['interpolation'] - self.list_values = options['list_values'] - self.create_empty = options['create_empty'] - self.file_error = options['file_error'] - self.stringify = options['stringify'] - self.indent_type = options['indent_type'] - self.encoding = options['encoding'] - self.default_encoding = options['default_encoding'] - self.BOM = False - self.newlines = None - self.write_empty_values = options['write_empty_values'] - self.unrepr = options['unrepr'] - - self.initial_comment = [] - self.final_comment = [] - self.configspec = None - - if self._inspec: - self.list_values = False - - # Clear section attributes as well - Section._initialise(self) - - - def __repr__(self): - def _getval(key): - try: - return self[key] - except MissingInterpolationOption: - return dict.__getitem__(self, key) - return ('ConfigObj({%s})' % - ', '.join([('%s: %s' % (repr(key), repr(_getval(key)))) - for key in (self.scalars + self.sections)])) - - - def _handle_bom(self, infile): - """ - Handle any BOM, and decode if necessary. - - If an encoding is specified, that *must* be used - but the BOM should - still be removed (and the BOM attribute set). - - (If the encoding is wrongly specified, then a BOM for an alternative - encoding won't be discovered or removed.) - - If an encoding is not specified, UTF8 or UTF16 BOM will be detected and - removed. The BOM attribute will be set. UTF16 will be decoded to - unicode. - - NOTE: This method must not be called with an empty ``infile``. - - Specifying the *wrong* encoding is likely to cause a - ``UnicodeDecodeError``. - - ``infile`` must always be returned as a list of lines, but may be - passed in as a single string. - """ - if ((self.encoding is not None) and - (self.encoding.lower() not in BOM_LIST)): - # No need to check for a BOM - # the encoding specified doesn't have one - # just decode - return self._decode(infile, self.encoding) - - if isinstance(infile, (list, tuple)): - line = infile[0] - else: - line = infile - if self.encoding is not None: - # encoding explicitly supplied - # And it could have an associated BOM - # TODO: if encoding is just UTF16 - we ought to check for both - # TODO: big endian and little endian versions. - enc = BOM_LIST[self.encoding.lower()] - if enc == 'utf_16': - # For UTF16 we try big endian and little endian - for BOM, (encoding, final_encoding) in BOMS.items(): - if not final_encoding: - # skip UTF8 - continue - if infile.startswith(BOM): - ### BOM discovered - ##self.BOM = True - # Don't need to remove BOM - return self._decode(infile, encoding) - - # If we get this far, will *probably* raise a DecodeError - # As it doesn't appear to start with a BOM - return self._decode(infile, self.encoding) - - # Must be UTF8 - BOM = BOM_SET[enc] - if not line.startswith(BOM): - return self._decode(infile, self.encoding) - - newline = line[len(BOM):] - - # BOM removed - if isinstance(infile, (list, tuple)): - infile[0] = newline - else: - infile = newline - self.BOM = True - return self._decode(infile, self.encoding) - - # No encoding specified - so we need to check for UTF8/UTF16 - for BOM, (encoding, final_encoding) in BOMS.items(): - if not line.startswith(BOM): - continue - else: - # BOM discovered - self.encoding = final_encoding - if not final_encoding: - self.BOM = True - # UTF8 - # remove BOM - newline = line[len(BOM):] - if isinstance(infile, (list, tuple)): - infile[0] = newline - else: - infile = newline - # UTF8 - don't decode - if isinstance(infile, basestring): - return infile.splitlines(True) - else: - return infile - # UTF16 - have to decode - return self._decode(infile, encoding) - - # No BOM discovered and no encoding specified, just return - if isinstance(infile, basestring): - # infile read from a file will be a single string - return infile.splitlines(True) - return infile - - - def _a_to_u(self, aString): - """Decode ASCII strings to unicode if a self.encoding is specified.""" - if self.encoding: - return aString.decode('ascii') - else: - return aString - - - def _decode(self, infile, encoding): - """ - Decode infile to unicode. Using the specified encoding. - - if is a string, it also needs converting to a list. - """ - if isinstance(infile, basestring): - # can't be unicode - # NOTE: Could raise a ``UnicodeDecodeError`` - return infile.decode(encoding).splitlines(True) - for i, line in enumerate(infile): - if not isinstance(line, unicode): - # NOTE: The isinstance test here handles mixed lists of unicode/string - # NOTE: But the decode will break on any non-string values - # NOTE: Or could raise a ``UnicodeDecodeError`` - infile[i] = line.decode(encoding) - return infile - - - def _decode_element(self, line): - """Decode element to unicode if necessary.""" - if not self.encoding: - return line - if isinstance(line, str) and self.default_encoding: - return line.decode(self.default_encoding) - return line - - - def _str(self, value): - """ - Used by ``stringify`` within validate, to turn non-string values - into strings. - """ - if not isinstance(value, basestring): - return str(value) - else: - return value - - - def _parse(self, infile): - """Actually parse the config file.""" - temp_list_values = self.list_values - if self.unrepr: - self.list_values = False - - comment_list = [] - done_start = False - this_section = self - maxline = len(infile) - 1 - cur_index = -1 - reset_comment = False - - while cur_index < maxline: - if reset_comment: - comment_list = [] - cur_index += 1 - line = infile[cur_index] - sline = line.strip() - # do we have anything on the line ? - if not sline or sline.startswith('#'): - reset_comment = False - comment_list.append(line) - continue - - if not done_start: - # preserve initial comment - self.initial_comment = comment_list - comment_list = [] - done_start = True - - reset_comment = True - # first we check if it's a section marker - mat = self._sectionmarker.match(line) - if mat is not None: - # is a section line - (indent, sect_open, sect_name, sect_close, comment) = mat.groups() - if indent and (self.indent_type is None): - self.indent_type = indent - cur_depth = sect_open.count('[') - if cur_depth != sect_close.count(']'): - self._handle_error("Cannot compute the section depth at line %s.", - NestingError, infile, cur_index) - continue - - if cur_depth < this_section.depth: - # the new section is dropping back to a previous level - try: - parent = self._match_depth(this_section, - cur_depth).parent - except SyntaxError: - self._handle_error("Cannot compute nesting level at line %s.", - NestingError, infile, cur_index) - continue - elif cur_depth == this_section.depth: - # the new section is a sibling of the current section - parent = this_section.parent - elif cur_depth == this_section.depth + 1: - # the new section is a child the current section - parent = this_section - else: - self._handle_error("Section too nested at line %s.", - NestingError, infile, cur_index) - - sect_name = self._unquote(sect_name) - if sect_name in parent: - self._handle_error('Duplicate section name at line %s.', - DuplicateError, infile, cur_index) - continue - - # create the new section - this_section = Section( - parent, - cur_depth, - self, - name=sect_name) - parent[sect_name] = this_section - parent.inline_comments[sect_name] = comment - parent.comments[sect_name] = comment_list - continue - # - # it's not a section marker, - # so it should be a valid ``key = value`` line - mat = self._keyword.match(line) - if mat is None: - # it neither matched as a keyword - # or a section marker - self._handle_error( - 'Invalid line at line "%s".', - ParseError, infile, cur_index) - else: - # is a keyword value - # value will include any inline comment - (indent, key, value) = mat.groups() - if indent and (self.indent_type is None): - self.indent_type = indent - # check for a multiline value - if value[:3] in ['"""', "'''"]: - try: - value, comment, cur_index = self._multiline( - value, infile, cur_index, maxline) - except SyntaxError: - self._handle_error( - 'Parse error in value at line %s.', - ParseError, infile, cur_index) - continue - else: - if self.unrepr: - comment = '' - try: - value = unrepr(value) - except Exception, e: - if type(e) == UnknownType: - msg = 'Unknown name or type in value at line %s.' - else: - msg = 'Parse error in value at line %s.' - self._handle_error(msg, UnreprError, infile, - cur_index) - continue - else: - if self.unrepr: - comment = '' - try: - value = unrepr(value) - except Exception, e: - if isinstance(e, UnknownType): - msg = 'Unknown name or type in value at line %s.' - else: - msg = 'Parse error in value at line %s.' - self._handle_error(msg, UnreprError, infile, - cur_index) - continue - else: - # extract comment and lists - try: - (value, comment) = self._handle_value(value) - except SyntaxError: - self._handle_error( - 'Parse error in value at line %s.', - ParseError, infile, cur_index) - continue - # - key = self._unquote(key) - if key in this_section: - self._handle_error( - 'Duplicate keyword name at line %s.', - DuplicateError, infile, cur_index) - continue - # add the key. - # we set unrepr because if we have got this far we will never - # be creating a new section - this_section.__setitem__(key, value, unrepr=True) - this_section.inline_comments[key] = comment - this_section.comments[key] = comment_list - continue - # - if self.indent_type is None: - # no indentation used, set the type accordingly - self.indent_type = '' - - # preserve the final comment - if not self and not self.initial_comment: - self.initial_comment = comment_list - elif not reset_comment: - self.final_comment = comment_list - self.list_values = temp_list_values - - - def _match_depth(self, sect, depth): - """ - Given a section and a depth level, walk back through the sections - parents to see if the depth level matches a previous section. - - Return a reference to the right section, - or raise a SyntaxError. - """ - while depth < sect.depth: - if sect is sect.parent: - # we've reached the top level already - raise SyntaxError() - sect = sect.parent - if sect.depth == depth: - return sect - # shouldn't get here - raise SyntaxError() - - - def _handle_error(self, text, ErrorClass, infile, cur_index): - """ - Handle an error according to the error settings. - - Either raise the error or store it. - The error will have occured at ``cur_index`` - """ - line = infile[cur_index] - cur_index += 1 - message = text % cur_index - error = ErrorClass(message, cur_index, line) - if self.raise_errors: - # raise the error - parsing stops here - raise error - # store the error - # reraise when parsing has finished - self._errors.append(error) - - - def _unquote(self, value): - """Return an unquoted version of a value""" - if not value: - # should only happen during parsing of lists - raise SyntaxError - if (value[0] == value[-1]) and (value[0] in ('"', "'")): - value = value[1:-1] - return value - - - def _quote(self, value, multiline=True): - """ - Return a safely quoted version of a value. - - Raise a ConfigObjError if the value cannot be safely quoted. - If multiline is ``True`` (default) then use triple quotes - if necessary. - - * Don't quote values that don't need it. - * Recursively quote members of a list and return a comma joined list. - * Multiline is ``False`` for lists. - * Obey list syntax for empty and single member lists. - - If ``list_values=False`` then the value is only quoted if it contains - a ``\\n`` (is multiline) or '#'. - - If ``write_empty_values`` is set, and the value is an empty string, it - won't be quoted. - """ - if multiline and self.write_empty_values and value == '': - # Only if multiline is set, so that it is used for values not - # keys, and not values that are part of a list - return '' - - if multiline and isinstance(value, (list, tuple)): - if not value: - return ',' - elif len(value) == 1: - return self._quote(value[0], multiline=False) + ',' - return ', '.join([self._quote(val, multiline=False) - for val in value]) - if not isinstance(value, basestring): - if self.stringify: - value = str(value) - else: - raise TypeError('Value "%s" is not a string.' % value) - - if not value: - return '""' - - no_lists_no_quotes = not self.list_values and '\n' not in value and '#' not in value - need_triple = multiline and ((("'" in value) and ('"' in value)) or ('\n' in value )) - hash_triple_quote = multiline and not need_triple and ("'" in value) and ('"' in value) and ('#' in value) - check_for_single = (no_lists_no_quotes or not need_triple) and not hash_triple_quote - - if check_for_single: - if not self.list_values: - # we don't quote if ``list_values=False`` - quot = noquot - # for normal values either single or double quotes will do - elif '\n' in value: - # will only happen if multiline is off - e.g. '\n' in key - raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) - elif ((value[0] not in wspace_plus) and - (value[-1] not in wspace_plus) and - (',' not in value)): - quot = noquot - else: - quot = self._get_single_quote(value) - else: - # if value has '\n' or "'" *and* '"', it will need triple quotes - quot = self._get_triple_quote(value) - - if quot == noquot and '#' in value and self.list_values: - quot = self._get_single_quote(value) - - return quot % value - - - def _get_single_quote(self, value): - if ("'" in value) and ('"' in value): - raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) - elif '"' in value: - quot = squot - else: - quot = dquot - return quot - - - def _get_triple_quote(self, value): - if (value.find('"""') != -1) and (value.find("'''") != -1): - raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) - if value.find('"""') == -1: - quot = tdquot - else: - quot = tsquot - return quot - - - def _handle_value(self, value): - """ - Given a value string, unquote, remove comment, - handle lists. (including empty and single member lists) - """ - if self._inspec: - # Parsing a configspec so don't handle comments - return (value, '') - # do we look for lists in values ? - if not self.list_values: - mat = self._nolistvalue.match(value) - if mat is None: - raise SyntaxError() - # NOTE: we don't unquote here - return mat.groups() - # - mat = self._valueexp.match(value) - if mat is None: - # the value is badly constructed, probably badly quoted, - # or an invalid list - raise SyntaxError() - (list_values, single, empty_list, comment) = mat.groups() - if (list_values == '') and (single is None): - # change this if you want to accept empty values - raise SyntaxError() - # NOTE: note there is no error handling from here if the regex - # is wrong: then incorrect values will slip through - if empty_list is not None: - # the single comma - meaning an empty list - return ([], comment) - if single is not None: - # handle empty values - if list_values and not single: - # FIXME: the '' is a workaround because our regex now matches - # '' at the end of a list if it has a trailing comma - single = None - else: - single = single or '""' - single = self._unquote(single) - if list_values == '': - # not a list value - return (single, comment) - the_list = self._listvalueexp.findall(list_values) - the_list = [self._unquote(val) for val in the_list] - if single is not None: - the_list += [single] - return (the_list, comment) - - - def _multiline(self, value, infile, cur_index, maxline): - """Extract the value, where we are in a multiline situation.""" - quot = value[:3] - newvalue = value[3:] - single_line = self._triple_quote[quot][0] - multi_line = self._triple_quote[quot][1] - mat = single_line.match(value) - if mat is not None: - retval = list(mat.groups()) - retval.append(cur_index) - return retval - elif newvalue.find(quot) != -1: - # somehow the triple quote is missing - raise SyntaxError() - # - while cur_index < maxline: - cur_index += 1 - newvalue += '\n' - line = infile[cur_index] - if line.find(quot) == -1: - newvalue += line - else: - # end of multiline, process it - break - else: - # we've got to the end of the config, oops... - raise SyntaxError() - mat = multi_line.match(line) - if mat is None: - # a badly formed line - raise SyntaxError() - (value, comment) = mat.groups() - return (newvalue + value, comment, cur_index) - - - def _handle_configspec(self, configspec): - """Parse the configspec.""" - # FIXME: Should we check that the configspec was created with the - # correct settings ? (i.e. ``list_values=False``) - if not isinstance(configspec, ConfigObj): - try: - configspec = ConfigObj(configspec, - raise_errors=True, - file_error=True, - _inspec=True) - except ConfigObjError, e: - # FIXME: Should these errors have a reference - # to the already parsed ConfigObj ? - raise ConfigspecError('Parsing configspec failed: %s' % e) - except IOError, e: - raise IOError('Reading configspec failed: %s' % e) - - self.configspec = configspec - - - - def _set_configspec(self, section, copy): - """ - Called by validate. Handles setting the configspec on subsections - including sections to be validated by __many__ - """ - configspec = section.configspec - many = configspec.get('__many__') - if isinstance(many, dict): - for entry in section.sections: - if entry not in configspec: - section[entry].configspec = many - - for entry in configspec.sections: - if entry == '__many__': - continue - if entry not in section: - section[entry] = {} - section[entry]._created = True - if copy: - # copy comments - section.comments[entry] = configspec.comments.get(entry, []) - section.inline_comments[entry] = configspec.inline_comments.get(entry, '') - - # Could be a scalar when we expect a section - if isinstance(section[entry], Section): - section[entry].configspec = configspec[entry] - - - def _write_line(self, indent_string, entry, this_entry, comment): - """Write an individual line, for the write method""" - # NOTE: the calls to self._quote here handles non-StringType values. - if not self.unrepr: - val = self._decode_element(self._quote(this_entry)) - else: - val = repr(this_entry) - return '%s%s%s%s%s' % (indent_string, - self._decode_element(self._quote(entry, multiline=False)), - self._a_to_u(' = '), - val, - self._decode_element(comment)) - - - def _write_marker(self, indent_string, depth, entry, comment): - """Write a section marker line""" - return '%s%s%s%s%s' % (indent_string, - self._a_to_u('[' * depth), - self._quote(self._decode_element(entry), multiline=False), - self._a_to_u(']' * depth), - self._decode_element(comment)) - - - def _handle_comment(self, comment): - """Deal with a comment.""" - if not comment: - return '' - start = self.indent_type - if not comment.startswith('#'): - start += self._a_to_u(' # ') - return (start + comment) - - - # Public methods - - def write(self, outfile=None, section=None): - """ - Write the current ConfigObj as a file - - tekNico: FIXME: use StringIO instead of real files - - >>> filename = a.filename - >>> a.filename = 'test.ini' - >>> a.write() - >>> a.filename = filename - >>> a == ConfigObj('test.ini', raise_errors=True) - 1 - >>> import os - >>> os.remove('test.ini') - """ - if self.indent_type is None: - # this can be true if initialised from a dictionary - self.indent_type = DEFAULT_INDENT_TYPE - - out = [] - cs = self._a_to_u('#') - csp = self._a_to_u('# ') - if section is None: - int_val = self.interpolation - self.interpolation = False - section = self - for line in self.initial_comment: - line = self._decode_element(line) - stripped_line = line.strip() - if stripped_line and not stripped_line.startswith(cs): - line = csp + line - out.append(line) - - indent_string = self.indent_type * section.depth - for entry in (section.scalars + section.sections): - if entry in section.defaults: - # don't write out default values - continue - for comment_line in section.comments[entry]: - comment_line = self._decode_element(comment_line.lstrip()) - if comment_line and not comment_line.startswith(cs): - comment_line = csp + comment_line - out.append(indent_string + comment_line) - this_entry = section[entry] - comment = self._handle_comment(section.inline_comments[entry]) - - if isinstance(this_entry, dict): - # a section - out.append(self._write_marker( - indent_string, - this_entry.depth, - entry, - comment)) - out.extend(self.write(section=this_entry)) - else: - out.append(self._write_line( - indent_string, - entry, - this_entry, - comment)) - - if section is self: - for line in self.final_comment: - line = self._decode_element(line) - stripped_line = line.strip() - if stripped_line and not stripped_line.startswith(cs): - line = csp + line - out.append(line) - self.interpolation = int_val - - if section is not self: - return out - - if (self.filename is None) and (outfile is None): - # output a list of lines - # might need to encode - # NOTE: This will *screw* UTF16, each line will start with the BOM - if self.encoding: - out = [l.encode(self.encoding) for l in out] - if (self.BOM and ((self.encoding is None) or - (BOM_LIST.get(self.encoding.lower()) == 'utf_8'))): - # Add the UTF8 BOM - if not out: - out.append('') - out[0] = BOM_UTF8 + out[0] - return out - - # Turn the list to a string, joined with correct newlines - newline = self.newlines or os.linesep - if (getattr(outfile, 'mode', None) is not None and outfile.mode == 'w' - and sys.platform == 'win32' and newline == '\r\n'): - # Windows specific hack to avoid writing '\r\r\n' - newline = '\n' - output = self._a_to_u(newline).join(out) - if self.encoding: - output = output.encode(self.encoding) - if self.BOM and ((self.encoding is None) or match_utf8(self.encoding)): - # Add the UTF8 BOM - output = BOM_UTF8 + output - - if not output.endswith(newline): - output += newline - if outfile is not None: - outfile.write(output) - else: - h = open(self.filename, 'wb') - h.write(output) - h.close() - - - def validate(self, validator, preserve_errors=False, copy=False, - section=None): - """ - Test the ConfigObj against a configspec. - - It uses the ``validator`` object from *validate.py*. - - To run ``validate`` on the current ConfigObj, call: :: - - test = config.validate(validator) - - (Normally having previously passed in the configspec when the ConfigObj - was created - you can dynamically assign a dictionary of checks to the - ``configspec`` attribute of a section though). - - It returns ``True`` if everything passes, or a dictionary of - pass/fails (True/False). If every member of a subsection passes, it - will just have the value ``True``. (It also returns ``False`` if all - members fail). - - In addition, it converts the values from strings to their native - types if their checks pass (and ``stringify`` is set). - - If ``preserve_errors`` is ``True`` (``False`` is default) then instead - of a marking a fail with a ``False``, it will preserve the actual - exception object. This can contain info about the reason for failure. - For example the ``VdtValueTooSmallError`` indicates that the value - supplied was too small. If a value (or section) is missing it will - still be marked as ``False``. - - You must have the validate module to use ``preserve_errors=True``. - - You can then use the ``flatten_errors`` function to turn your nested - results dictionary into a flattened list of failures - useful for - displaying meaningful error messages. - """ - if section is None: - if self.configspec is None: - raise ValueError('No configspec supplied.') - if preserve_errors: - # We do this once to remove a top level dependency on the validate module - # Which makes importing configobj faster - from validate import VdtMissingValue - self._vdtMissingValue = VdtMissingValue - - section = self - - if copy: - section.initial_comment = section.configspec.initial_comment - section.final_comment = section.configspec.final_comment - section.encoding = section.configspec.encoding - section.BOM = section.configspec.BOM - section.newlines = section.configspec.newlines - section.indent_type = section.configspec.indent_type - - # - # section.default_values.clear() #?? - configspec = section.configspec - self._set_configspec(section, copy) - - - def validate_entry(entry, spec, val, missing, ret_true, ret_false): - section.default_values.pop(entry, None) - - try: - section.default_values[entry] = validator.get_default_value(configspec[entry]) - except (KeyError, AttributeError, validator.baseErrorClass): - # No default, bad default or validator has no 'get_default_value' - # (e.g. SimpleVal) - pass - - try: - check = validator.check(spec, - val, - missing=missing - ) - except validator.baseErrorClass, e: - if not preserve_errors or isinstance(e, self._vdtMissingValue): - out[entry] = False - else: - # preserve the error - out[entry] = e - ret_false = False - ret_true = False - else: - ret_false = False - out[entry] = True - if self.stringify or missing: - # if we are doing type conversion - # or the value is a supplied default - if not self.stringify: - if isinstance(check, (list, tuple)): - # preserve lists - check = [self._str(item) for item in check] - elif missing and check is None: - # convert the None from a default to a '' - check = '' - else: - check = self._str(check) - if (check != val) or missing: - section[entry] = check - if not copy and missing and entry not in section.defaults: - section.defaults.append(entry) - return ret_true, ret_false - - # - out = {} - ret_true = True - ret_false = True - - unvalidated = [k for k in section.scalars if k not in configspec] - incorrect_sections = [k for k in configspec.sections if k in section.scalars] - incorrect_scalars = [k for k in configspec.scalars if k in section.sections] - - for entry in configspec.scalars: - if entry in ('__many__', '___many___'): - # reserved names - continue - if (not entry in section.scalars) or (entry in section.defaults): - # missing entries - # or entries from defaults - missing = True - val = None - if copy and entry not in section.scalars: - # copy comments - section.comments[entry] = ( - configspec.comments.get(entry, [])) - section.inline_comments[entry] = ( - configspec.inline_comments.get(entry, '')) - # - else: - missing = False - val = section[entry] - - ret_true, ret_false = validate_entry(entry, configspec[entry], val, - missing, ret_true, ret_false) - - many = None - if '__many__' in configspec.scalars: - many = configspec['__many__'] - elif '___many___' in configspec.scalars: - many = configspec['___many___'] - - if many is not None: - for entry in unvalidated: - val = section[entry] - ret_true, ret_false = validate_entry(entry, many, val, False, - ret_true, ret_false) - unvalidated = [] - - for entry in incorrect_scalars: - ret_true = False - if not preserve_errors: - out[entry] = False - else: - ret_false = False - msg = 'Value %r was provided as a section' % entry - out[entry] = validator.baseErrorClass(msg) - for entry in incorrect_sections: - ret_true = False - if not preserve_errors: - out[entry] = False - else: - ret_false = False - msg = 'Section %r was provided as a single value' % entry - out[entry] = validator.baseErrorClass(msg) - - # Missing sections will have been created as empty ones when the - # configspec was read. - for entry in section.sections: - # FIXME: this means DEFAULT is not copied in copy mode - if section is self and entry == 'DEFAULT': - continue - if section[entry].configspec is None: - unvalidated.append(entry) - continue - if copy: - section.comments[entry] = configspec.comments.get(entry, []) - section.inline_comments[entry] = configspec.inline_comments.get(entry, '') - check = self.validate(validator, preserve_errors=preserve_errors, copy=copy, section=section[entry]) - out[entry] = check - if check == False: - ret_true = False - elif check == True: - ret_false = False - else: - ret_true = False - - section.extra_values = unvalidated - if preserve_errors and not section._created: - # If the section wasn't created (i.e. it wasn't missing) - # then we can't return False, we need to preserve errors - ret_false = False - # - if ret_false and preserve_errors and out: - # If we are preserving errors, but all - # the failures are from missing sections / values - # then we can return False. Otherwise there is a - # real failure that we need to preserve. - ret_false = not any(out.values()) - if ret_true: - return True - elif ret_false: - return False - return out - - - def reset(self): - """Clear ConfigObj instance and restore to 'freshly created' state.""" - self.clear() - self._initialise() - # FIXME: Should be done by '_initialise', but ConfigObj constructor (and reload) - # requires an empty dictionary - self.configspec = None - # Just to be sure ;-) - self._original_configspec = None - - - def reload(self): - """ - Reload a ConfigObj from file. - - This method raises a ``ReloadError`` if the ConfigObj doesn't have - a filename attribute pointing to a file. - """ - if not isinstance(self.filename, basestring): - raise ReloadError() - - filename = self.filename - current_options = {} - for entry in OPTION_DEFAULTS: - if entry == 'configspec': - continue - current_options[entry] = getattr(self, entry) - - configspec = self._original_configspec - current_options['configspec'] = configspec - - self.clear() - self._initialise(current_options) - self._load(filename, configspec) - - - -class SimpleVal(object): - """ - A simple validator. - Can be used to check that all members expected are present. - - To use it, provide a configspec with all your members in (the value given - will be ignored). Pass an instance of ``SimpleVal`` to the ``validate`` - method of your ``ConfigObj``. ``validate`` will return ``True`` if all - members are present, or a dictionary with True/False meaning - present/missing. (Whole missing sections will be replaced with ``False``) - """ - - def __init__(self): - self.baseErrorClass = ConfigObjError - - def check(self, check, member, missing=False): - """A dummy check method, always returns the value unchanged.""" - if missing: - raise self.baseErrorClass() - return member - - -def flatten_errors(cfg, res, levels=None, results=None): - """ - An example function that will turn a nested dictionary of results - (as returned by ``ConfigObj.validate``) into a flat list. - - ``cfg`` is the ConfigObj instance being checked, ``res`` is the results - dictionary returned by ``validate``. - - (This is a recursive function, so you shouldn't use the ``levels`` or - ``results`` arguments - they are used by the function.) - - Returns a list of keys that failed. Each member of the list is a tuple:: - - ([list of sections...], key, result) - - If ``validate`` was called with ``preserve_errors=False`` (the default) - then ``result`` will always be ``False``. - - *list of sections* is a flattened list of sections that the key was found - in. - - If the section was missing (or a section was expected and a scalar provided - - or vice-versa) then key will be ``None``. - - If the value (or section) was missing then ``result`` will be ``False``. - - If ``validate`` was called with ``preserve_errors=True`` and a value - was present, but failed the check, then ``result`` will be the exception - object returned. You can use this as a string that describes the failure. - - For example *The value "3" is of the wrong type*. - """ - if levels is None: - # first time called - levels = [] - results = [] - if res == True: - return results - if res == False or isinstance(res, Exception): - results.append((levels[:], None, res)) - if levels: - levels.pop() - return results - for (key, val) in res.items(): - if val == True: - continue - if isinstance(cfg.get(key), dict): - # Go down one level - levels.append(key) - flatten_errors(cfg[key], val, levels, results) - continue - results.append((levels[:], key, val)) - # - # Go up one level - if levels: - levels.pop() - # - return results - - -def get_extra_values(conf, _prepend=()): - """ - Find all the values and sections not in the configspec from a validated - ConfigObj. - - ``get_extra_values`` returns a list of tuples where each tuple represents - either an extra section, or an extra value. - - The tuples contain two values, a tuple representing the section the value - is in and the name of the extra values. For extra values in the top level - section the first member will be an empty tuple. For values in the 'foo' - section the first member will be ``('foo',)``. For members in the 'bar' - subsection of the 'foo' section the first member will be ``('foo', 'bar')``. - - NOTE: If you call ``get_extra_values`` on a ConfigObj instance that hasn't - been validated it will return an empty list. - """ - out = [] - - out.extend([(_prepend, name) for name in conf.extra_values]) - for name in conf.sections: - if name not in conf.extra_values: - out.extend(get_extra_values(conf[name], _prepend + (name,))) - return out - - -"""*A programming language is a medium of expression.* - Paul Graham""" diff --git a/python/cdec/sa/__init__.py b/python/cdec/sa/__init__.py deleted file mode 100644 index 8645e837..00000000 --- a/python/cdec/sa/__init__.py +++ /dev/null @@ -1,4 +0,0 @@ -from _sa import sym_fromstring,\ - SuffixArray, DataArray, LCP, Precomputation, Alignment, BiLex,\ - HieroCachingRuleFactory, Sampler -from extractor import GrammarExtractor diff --git a/python/cdec/sa/compile.py b/python/cdec/sa/compile.py deleted file mode 100644 index 30e605a6..00000000 --- a/python/cdec/sa/compile.py +++ /dev/null @@ -1,94 +0,0 @@ -#!/usr/bin/env python -import argparse -import os -import logging -import cdec.configobj -import cdec.sa - -MAX_PHRASE_LENGTH = 4 -def precompute(f_sa, max_len, max_nt, max_size, min_gap, rank1, rank2): - lcp = cdec.sa.LCP(f_sa) - stats = sorted(lcp.compute_stats(MAX_PHRASE_LENGTH), reverse=True) - precomp = cdec.sa.Precomputation(from_stats=stats, - fsarray=f_sa, - precompute_rank=rank1, - precompute_secondary_rank=rank2, - max_length=max_len, - max_nonterminals=max_nt, - train_max_initial_size=max_size, - train_min_gap_size=min_gap) - return precomp - -def main(): - logging.basicConfig(level=logging.INFO) - logger = logging.getLogger('cdec.sa.compile') - parser = argparse.ArgumentParser(description='Compile a corpus into a suffix array.') - parser.add_argument('--maxnt', '-n', type=int, default=2, - help='Maximum number of non-terminal symbols') - parser.add_argument('--maxlen', '-l', type=int, default=5, - help='Maximum number of terminals') - parser.add_argument('--maxsize', '-s', type=int, default=15, - help='Maximum rule span') - parser.add_argument('--mingap', '-g', type=int, default=1, - help='Minimum gap size') - parser.add_argument('--rank1', '-r1', type=int, default=100, - help='Number of pre-computed frequent patterns') - parser.add_argument('--rank2', '-r2', type=int, default=10, - help='Number of pre-computed super-frequent patterns)') - parser.add_argument('-c', '--config', default='/dev/stdout', - help='Output configuration') - parser.add_argument('-o', '--output', required=True, - help='Output path') - parser.add_argument('-f', '--source', required=True, - help='Source language corpus') - parser.add_argument('-e', '--target', required=True, - help='Target language corpus') - parser.add_argument('-a', '--alignment', required=True, - help='Bitext word alignment') - args = parser.parse_args() - - param_names = ("max_len", "max_nt", "max_size", "min_gap", "rank1", "rank2") - params = (args.maxlen, args.maxnt, args.maxsize, args.mingap, args.rank1, args.rank2) - - if not os.path.exists(args.output): - os.mkdir(args.output) - - f_sa_bin = os.path.join(args.output, 'f.sa.bin') - e_bin = os.path.join(args.output, 'e.bin') - precomp_file = 'precomp.{0}.{1}.{2}.{3}.{4}.{5}.bin'.format(*params) - precomp_bin = os.path.join(args.output, precomp_file) - a_bin = os.path.join(args.output, 'a.bin') - lex_bin = os.path.join(args.output, 'lex.bin') - - logger.info('Compiling source suffix array') - f_sa = cdec.sa.SuffixArray(from_text=args.source) - f_sa.write_binary(f_sa_bin) - - logger.info('Compiling target data array') - e = cdec.sa.DataArray(from_text=args.target) - e.write_binary(e_bin) - - logger.info('Precomputing frequent phrases') - precompute(f_sa, *params).write_binary(precomp_bin) - - logger.info('Compiling alignment') - a = cdec.sa.Alignment(from_text=args.alignment) - a.write_binary(a_bin) - - logger.info('Compiling bilexical dictionary') - lex = cdec.sa.BiLex(from_data=True, alignment=a, earray=e, fsarray=f_sa) - lex.write_binary(lex_bin) - - # Write configuration - config = cdec.configobj.ConfigObj(args.config, unrepr=True) - config['f_sa_file'] = f_sa_bin - config['e_file'] = e_bin - config['a_file'] = a_bin - config['lex_file'] = lex_bin - config['precompute_file'] = precomp_bin - for name, value in zip(param_names, params): - config[name] = value - config.write() - -if __name__ == '__main__': - main() diff --git a/python/cdec/sa/extract.py b/python/cdec/sa/extract.py deleted file mode 100644 index 918aa3bb..00000000 --- a/python/cdec/sa/extract.py +++ /dev/null @@ -1,31 +0,0 @@ -#!/usr/bin/env python -import sys -import os -import argparse -import logging -import cdec.sa - -def main(): - logging.basicConfig(level=logging.INFO) - parser = argparse.ArgumentParser(description='Extract grammars from a compiled corpus.') - parser.add_argument('-c', '--config', required=True, - help='Extractor configuration') - parser.add_argument('-g', '--grammars', required=True, - help='Grammar output path') - args = parser.parse_args() - - if not os.path.exists(args.grammars): - os.mkdir(args.grammars) - - extractor = cdec.sa.GrammarExtractor(args.config) - for i, sentence in enumerate(sys.stdin): - sentence = sentence[:-1] - grammar_file = os.path.join(args.grammars, 'grammar.{0}'.format(i)) - with open(grammar_file, 'w') as output: - for rule in extractor.grammar(sentence): - output.write(str(rule)+'\n') - grammar_file = os.path.abspath(grammar_file) - print('{1}'.format(grammar_file, sentence)) - -if __name__ == '__main__': - main() diff --git a/python/cdec/sa/extractor.py b/python/cdec/sa/extractor.py deleted file mode 100644 index bb912e16..00000000 --- a/python/cdec/sa/extractor.py +++ /dev/null @@ -1,78 +0,0 @@ -from itertools import chain -import os -import cdec.configobj -from cdec.sa.features import EgivenFCoherent, SampleCountF, CountEF,\ - MaxLexEgivenF, MaxLexFgivenE, IsSingletonF, IsSingletonFE -import cdec.sa - -# maximum span of a grammar rule in TEST DATA -MAX_INITIAL_SIZE = 15 - -class GrammarExtractor: - def __init__(self, config): - if isinstance(config, str) or isinstance(config, unicode): - if not os.path.exists(config): - raise IOError('cannot read configuration from {0}'.format(config)) - config = cdec.configobj.ConfigObj(config, unrepr=True) - alignment = cdec.sa.Alignment(from_binary=config['a_file']) - self.factory = cdec.sa.HieroCachingRuleFactory( - # compiled alignment object (REQUIRED) - alignment, - # name of generic nonterminal used by Hiero - category="[X]", - # maximum number of contiguous chunks of terminal symbols in RHS of a rule - max_chunks=config['max_nt']+1, - # maximum span of a grammar rule in TEST DATA - max_initial_size=MAX_INITIAL_SIZE, - # maximum number of symbols (both T and NT) allowed in a rule - max_length=config['max_len'], - # maximum number of nonterminals allowed in a rule (set >2 at your own risk) - max_nonterminals=config['max_nt'], - # maximum number of contiguous chunks of terminal symbols - # in target-side RHS of a rule. - max_target_chunks=config['max_nt']+1, - # maximum number of target side symbols (both T and NT) allowed in a rule. - max_target_length=MAX_INITIAL_SIZE, - # minimum span of a nonterminal in the RHS of a rule in TEST DATA - min_gap_size=1, - # filename of file containing precomputed collocations - precompute_file=config['precompute_file'], - # maximum frequency rank of patterns used to compute triples (< 20) - precompute_secondary_rank=config['rank2'], - # maximum frequency rank of patterns used to compute collocations (< 300) - precompute_rank=config['rank1'], - # require extracted rules to have at least one aligned word - require_aligned_terminal=True, - # require each contiguous chunk of extracted rules - # to have at least one aligned word - require_aligned_chunks=False, - # maximum span of a grammar rule extracted from TRAINING DATA - train_max_initial_size=config['max_size'], - # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA - train_min_gap_size=config['min_gap'], - # True if phrases should be tight, False otherwise (better but slower) - tight_phrases=True, - ) - - # lexical weighting tables - tt = cdec.sa.BiLex(from_binary=config['lex_file']) - - self.models = (EgivenFCoherent, SampleCountF, CountEF, - MaxLexFgivenE(tt), MaxLexEgivenF(tt), IsSingletonF, IsSingletonFE) - - fsarray = cdec.sa.SuffixArray(from_binary=config['f_sa_file']) - edarray = cdec.sa.DataArray(from_binary=config['e_file']) - - # lower=faster, higher=better; improvements level off above 200-300 range, - # -1 = don't sample, use all data (VERY SLOW!) - sampler = cdec.sa.Sampler(300, fsarray) - - self.factory.configure(fsarray, edarray, sampler) - - def grammar(self, sentence): - if isinstance(sentence, unicode): - sentence = sentence.encode('utf8') - cnet = chain(('',), sentence.split(), ('',)) - cnet = (cdec.sa.sym_fromstring(word, terminal=True) for word in cnet) - cnet = tuple(((word, None, 1), ) for word in cnet) - return self.factory.input(cnet, self.models) diff --git a/python/cdec/sa/features.py b/python/cdec/sa/features.py deleted file mode 100644 index 325b9e13..00000000 --- a/python/cdec/sa/features.py +++ /dev/null @@ -1,57 +0,0 @@ -from __future__ import division -import math - -MAXSCORE = 99 - -def EgivenF(fphrase, ephrase, paircount, fcount, fsample_count): # p(e|f) - return -math.log10(paircount/fcount) - -def CountEF(fphrase, ephrase, paircount, fcount, fsample_count): - return math.log10(1 + paircount) - -def SampleCountF(fphrase, ephrase, paircount, fcount, fsample_count): - return math.log10(1 + fsample_count) - -def EgivenFCoherent(fphrase, ephrase, paircount, fcount, fsample_count): - prob = paircount/fsample_count - return -math.log10(prob) if prob > 0 else MAXSCORE - -def CoherenceProb(fphrase, ephrase, paircount, fcount, fsample_count): - return -math.log10(fcount/fsample_count) - -def MaxLexEgivenF(ttable): - def feature(fphrase, ephrase, paircount, fcount, fsample_count): - fwords = fphrase.words - fwords.append('NULL') - def score(): - for e in ephrase.words: - maxScore = max(ttable.get_score(f, e, 0) for f in fwords) - yield -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return sum(score()) - return feature - -def MaxLexFgivenE(ttable): - def feature(fphrase, ephrase, paircount, fcount, fsample_count): - ewords = ephrase.words - ewords.append('NULL') - def score(): - for f in fphrase.words: - maxScore = max(ttable.get_score(f, e, 1) for e in ewords) - yield -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return sum(score()) - return feature - -def IsSingletonF(fphrase, ephrase, paircount, fcount, fsample_count): - return (fcount == 1) - -def IsSingletonFE(fphrase, ephrase, paircount, fcount, fsample_count): - return (paircount == 1) - -def IsNotSingletonF(fphrase, ephrase, paircount, fcount, fsample_count): - return (fcount > 1) - -def IsNotSingletonFE(fphrase, ephrase, paircount, fcount, fsample_count): - return (paircount > 1) - -def IsFEGreaterThanZero(fphrase, ephrase, paircount, fcount, fsample_count): - return (paircount > 0.01) diff --git a/python/cdec/score.py b/python/cdec/score.py deleted file mode 100644 index 22257774..00000000 --- a/python/cdec/score.py +++ /dev/null @@ -1 +0,0 @@ -from _cdec import BLEU, TER, CER, Metric diff --git a/python/pkg/cdec/__init__.py b/python/pkg/cdec/__init__.py new file mode 100644 index 00000000..503ac787 --- /dev/null +++ b/python/pkg/cdec/__init__.py @@ -0,0 +1 @@ +from cdec._cdec import Decoder, Lattice, TRule, NT, NTRef, ParseFailed, InvalidConfig diff --git a/python/pkg/cdec/configobj.py b/python/pkg/cdec/configobj.py new file mode 100644 index 00000000..c1f6e6df --- /dev/null +++ b/python/pkg/cdec/configobj.py @@ -0,0 +1,2468 @@ +# configobj.py +# A config file reader/writer that supports nested sections in config files. +# Copyright (C) 2005-2010 Michael Foord, Nicola Larosa +# E-mail: fuzzyman AT voidspace DOT org DOT uk +# nico AT tekNico DOT net + +# ConfigObj 4 +# http://www.voidspace.org.uk/python/configobj.html + +# Released subject to the BSD License +# Please see http://www.voidspace.org.uk/python/license.shtml + +# Scripts maintained at http://www.voidspace.org.uk/python/index.shtml +# For information about bugfixes, updates and support, please join the +# ConfigObj mailing list: +# http://lists.sourceforge.net/lists/listinfo/configobj-develop +# Comments, suggestions and bug reports welcome. + +from __future__ import generators + +import os +import re +import sys + +from codecs import BOM_UTF8, BOM_UTF16, BOM_UTF16_BE, BOM_UTF16_LE + + +# imported lazily to avoid startup performance hit if it isn't used +compiler = None + +# A dictionary mapping BOM to +# the encoding to decode with, and what to set the +# encoding attribute to. +BOMS = { + BOM_UTF8: ('utf_8', None), + BOM_UTF16_BE: ('utf16_be', 'utf_16'), + BOM_UTF16_LE: ('utf16_le', 'utf_16'), + BOM_UTF16: ('utf_16', 'utf_16'), + } +# All legal variants of the BOM codecs. +# TODO: the list of aliases is not meant to be exhaustive, is there a +# better way ? +BOM_LIST = { + 'utf_16': 'utf_16', + 'u16': 'utf_16', + 'utf16': 'utf_16', + 'utf-16': 'utf_16', + 'utf16_be': 'utf16_be', + 'utf_16_be': 'utf16_be', + 'utf-16be': 'utf16_be', + 'utf16_le': 'utf16_le', + 'utf_16_le': 'utf16_le', + 'utf-16le': 'utf16_le', + 'utf_8': 'utf_8', + 'u8': 'utf_8', + 'utf': 'utf_8', + 'utf8': 'utf_8', + 'utf-8': 'utf_8', + } + +# Map of encodings to the BOM to write. +BOM_SET = { + 'utf_8': BOM_UTF8, + 'utf_16': BOM_UTF16, + 'utf16_be': BOM_UTF16_BE, + 'utf16_le': BOM_UTF16_LE, + None: BOM_UTF8 + } + + +def match_utf8(encoding): + return BOM_LIST.get(encoding.lower()) == 'utf_8' + + +# Quote strings used for writing values +squot = "'%s'" +dquot = '"%s"' +noquot = "%s" +wspace_plus = ' \r\n\v\t\'"' +tsquot = '"""%s"""' +tdquot = "'''%s'''" + +# Sentinel for use in getattr calls to replace hasattr +MISSING = object() + +__version__ = '4.7.2' + +try: + any +except NameError: + def any(iterable): + for entry in iterable: + if entry: + return True + return False + + +__all__ = ( + '__version__', + 'DEFAULT_INDENT_TYPE', + 'DEFAULT_INTERPOLATION', + 'ConfigObjError', + 'NestingError', + 'ParseError', + 'DuplicateError', + 'ConfigspecError', + 'ConfigObj', + 'SimpleVal', + 'InterpolationError', + 'InterpolationLoopError', + 'MissingInterpolationOption', + 'RepeatSectionError', + 'ReloadError', + 'UnreprError', + 'UnknownType', + 'flatten_errors', + 'get_extra_values' +) + +DEFAULT_INTERPOLATION = 'configparser' +DEFAULT_INDENT_TYPE = ' ' +MAX_INTERPOL_DEPTH = 10 + +OPTION_DEFAULTS = { + 'interpolation': True, + 'raise_errors': False, + 'list_values': True, + 'create_empty': False, + 'file_error': False, + 'configspec': None, + 'stringify': True, + # option may be set to one of ('', ' ', '\t') + 'indent_type': None, + 'encoding': None, + 'default_encoding': None, + 'unrepr': False, + 'write_empty_values': False, +} + + + +def getObj(s): + global compiler + if compiler is None: + import compiler + s = "a=" + s + p = compiler.parse(s) + return p.getChildren()[1].getChildren()[0].getChildren()[1] + + +class UnknownType(Exception): + pass + + +class Builder(object): + + def build(self, o): + m = getattr(self, 'build_' + o.__class__.__name__, None) + if m is None: + raise UnknownType(o.__class__.__name__) + return m(o) + + def build_List(self, o): + return map(self.build, o.getChildren()) + + def build_Const(self, o): + return o.value + + def build_Dict(self, o): + d = {} + i = iter(map(self.build, o.getChildren())) + for el in i: + d[el] = i.next() + return d + + def build_Tuple(self, o): + return tuple(self.build_List(o)) + + def build_Name(self, o): + if o.name == 'None': + return None + if o.name == 'True': + return True + if o.name == 'False': + return False + + # An undefined Name + raise UnknownType('Undefined Name') + + def build_Add(self, o): + real, imag = map(self.build_Const, o.getChildren()) + try: + real = float(real) + except TypeError: + raise UnknownType('Add') + if not isinstance(imag, complex) or imag.real != 0.0: + raise UnknownType('Add') + return real+imag + + def build_Getattr(self, o): + parent = self.build(o.expr) + return getattr(parent, o.attrname) + + def build_UnarySub(self, o): + return -self.build_Const(o.getChildren()[0]) + + def build_UnaryAdd(self, o): + return self.build_Const(o.getChildren()[0]) + + +_builder = Builder() + + +def unrepr(s): + if not s: + return s + return _builder.build(getObj(s)) + + + +class ConfigObjError(SyntaxError): + """ + This is the base class for all errors that ConfigObj raises. + It is a subclass of SyntaxError. + """ + def __init__(self, message='', line_number=None, line=''): + self.line = line + self.line_number = line_number + SyntaxError.__init__(self, message) + + +class NestingError(ConfigObjError): + """ + This error indicates a level of nesting that doesn't match. + """ + + +class ParseError(ConfigObjError): + """ + This error indicates that a line is badly written. + It is neither a valid ``key = value`` line, + nor a valid section marker line. + """ + + +class ReloadError(IOError): + """ + A 'reload' operation failed. + This exception is a subclass of ``IOError``. + """ + def __init__(self): + IOError.__init__(self, 'reload failed, filename is not set.') + + +class DuplicateError(ConfigObjError): + """ + The keyword or section specified already exists. + """ + + +class ConfigspecError(ConfigObjError): + """ + An error occured whilst parsing a configspec. + """ + + +class InterpolationError(ConfigObjError): + """Base class for the two interpolation errors.""" + + +class InterpolationLoopError(InterpolationError): + """Maximum interpolation depth exceeded in string interpolation.""" + + def __init__(self, option): + InterpolationError.__init__( + self, + 'interpolation loop detected in value "%s".' % option) + + +class RepeatSectionError(ConfigObjError): + """ + This error indicates additional sections in a section with a + ``__many__`` (repeated) section. + """ + + +class MissingInterpolationOption(InterpolationError): + """A value specified for interpolation was missing.""" + def __init__(self, option): + msg = 'missing option "%s" in interpolation.' % option + InterpolationError.__init__(self, msg) + + +class UnreprError(ConfigObjError): + """An error parsing in unrepr mode.""" + + + +class InterpolationEngine(object): + """ + A helper class to help perform string interpolation. + + This class is an abstract base class; its descendants perform + the actual work. + """ + + # compiled regexp to use in self.interpolate() + _KEYCRE = re.compile(r"%\(([^)]*)\)s") + _cookie = '%' + + def __init__(self, section): + # the Section instance that "owns" this engine + self.section = section + + + def interpolate(self, key, value): + # short-cut + if not self._cookie in value: + return value + + def recursive_interpolate(key, value, section, backtrail): + """The function that does the actual work. + + ``value``: the string we're trying to interpolate. + ``section``: the section in which that string was found + ``backtrail``: a dict to keep track of where we've been, + to detect and prevent infinite recursion loops + + This is similar to a depth-first-search algorithm. + """ + # Have we been here already? + if (key, section.name) in backtrail: + # Yes - infinite loop detected + raise InterpolationLoopError(key) + # Place a marker on our backtrail so we won't come back here again + backtrail[(key, section.name)] = 1 + + # Now start the actual work + match = self._KEYCRE.search(value) + while match: + # The actual parsing of the match is implementation-dependent, + # so delegate to our helper function + k, v, s = self._parse_match(match) + if k is None: + # That's the signal that no further interpolation is needed + replacement = v + else: + # Further interpolation may be needed to obtain final value + replacement = recursive_interpolate(k, v, s, backtrail) + # Replace the matched string with its final value + start, end = match.span() + value = ''.join((value[:start], replacement, value[end:])) + new_search_start = start + len(replacement) + # Pick up the next interpolation key, if any, for next time + # through the while loop + match = self._KEYCRE.search(value, new_search_start) + + # Now safe to come back here again; remove marker from backtrail + del backtrail[(key, section.name)] + + return value + + # Back in interpolate(), all we have to do is kick off the recursive + # function with appropriate starting values + value = recursive_interpolate(key, value, self.section, {}) + return value + + + def _fetch(self, key): + """Helper function to fetch values from owning section. + + Returns a 2-tuple: the value, and the section where it was found. + """ + # switch off interpolation before we try and fetch anything ! + save_interp = self.section.main.interpolation + self.section.main.interpolation = False + + # Start at section that "owns" this InterpolationEngine + current_section = self.section + while True: + # try the current section first + val = current_section.get(key) + if val is not None and not isinstance(val, Section): + break + # try "DEFAULT" next + val = current_section.get('DEFAULT', {}).get(key) + if val is not None and not isinstance(val, Section): + break + # move up to parent and try again + # top-level's parent is itself + if current_section.parent is current_section: + # reached top level, time to give up + break + current_section = current_section.parent + + # restore interpolation to previous value before returning + self.section.main.interpolation = save_interp + if val is None: + raise MissingInterpolationOption(key) + return val, current_section + + + def _parse_match(self, match): + """Implementation-dependent helper function. + + Will be passed a match object corresponding to the interpolation + key we just found (e.g., "%(foo)s" or "$foo"). Should look up that + key in the appropriate config file section (using the ``_fetch()`` + helper function) and return a 3-tuple: (key, value, section) + + ``key`` is the name of the key we're looking for + ``value`` is the value found for that key + ``section`` is a reference to the section where it was found + + ``key`` and ``section`` should be None if no further + interpolation should be performed on the resulting value + (e.g., if we interpolated "$$" and returned "$"). + """ + raise NotImplementedError() + + + +class ConfigParserInterpolation(InterpolationEngine): + """Behaves like ConfigParser.""" + _cookie = '%' + _KEYCRE = re.compile(r"%\(([^)]*)\)s") + + def _parse_match(self, match): + key = match.group(1) + value, section = self._fetch(key) + return key, value, section + + + +class TemplateInterpolation(InterpolationEngine): + """Behaves like string.Template.""" + _cookie = '$' + _delimiter = '$' + _KEYCRE = re.compile(r""" + \$(?: + (?P\$) | # Two $ signs + (?P[_a-z][_a-z0-9]*) | # $name format + {(?P[^}]*)} # ${name} format + ) + """, re.IGNORECASE | re.VERBOSE) + + def _parse_match(self, match): + # Valid name (in or out of braces): fetch value from section + key = match.group('named') or match.group('braced') + if key is not None: + value, section = self._fetch(key) + return key, value, section + # Escaped delimiter (e.g., $$): return single delimiter + if match.group('escaped') is not None: + # Return None for key and section to indicate it's time to stop + return None, self._delimiter, None + # Anything else: ignore completely, just return it unchanged + return None, match.group(), None + + +interpolation_engines = { + 'configparser': ConfigParserInterpolation, + 'template': TemplateInterpolation, +} + + +def __newobj__(cls, *args): + # Hack for pickle + return cls.__new__(cls, *args) + +class Section(dict): + """ + A dictionary-like object that represents a section in a config file. + + It does string interpolation if the 'interpolation' attribute + of the 'main' object is set to True. + + Interpolation is tried first from this object, then from the 'DEFAULT' + section of this object, next from the parent and its 'DEFAULT' section, + and so on until the main object is reached. + + A Section will behave like an ordered dictionary - following the + order of the ``scalars`` and ``sections`` attributes. + You can use this to change the order of members. + + Iteration follows the order: scalars, then sections. + """ + + + def __setstate__(self, state): + dict.update(self, state[0]) + self.__dict__.update(state[1]) + + def __reduce__(self): + state = (dict(self), self.__dict__) + return (__newobj__, (self.__class__,), state) + + + def __init__(self, parent, depth, main, indict=None, name=None): + """ + * parent is the section above + * depth is the depth level of this section + * main is the main ConfigObj + * indict is a dictionary to initialise the section with + """ + if indict is None: + indict = {} + dict.__init__(self) + # used for nesting level *and* interpolation + self.parent = parent + # used for the interpolation attribute + self.main = main + # level of nesting depth of this Section + self.depth = depth + # purely for information + self.name = name + # + self._initialise() + # we do this explicitly so that __setitem__ is used properly + # (rather than just passing to ``dict.__init__``) + for entry, value in indict.iteritems(): + self[entry] = value + + + def _initialise(self): + # the sequence of scalar values in this Section + self.scalars = [] + # the sequence of sections in this Section + self.sections = [] + # for comments :-) + self.comments = {} + self.inline_comments = {} + # the configspec + self.configspec = None + # for defaults + self.defaults = [] + self.default_values = {} + self.extra_values = [] + self._created = False + + + def _interpolate(self, key, value): + try: + # do we already have an interpolation engine? + engine = self._interpolation_engine + except AttributeError: + # not yet: first time running _interpolate(), so pick the engine + name = self.main.interpolation + if name == True: # note that "if name:" would be incorrect here + # backwards-compatibility: interpolation=True means use default + name = DEFAULT_INTERPOLATION + name = name.lower() # so that "Template", "template", etc. all work + class_ = interpolation_engines.get(name, None) + if class_ is None: + # invalid value for self.main.interpolation + self.main.interpolation = False + return value + else: + # save reference to engine so we don't have to do this again + engine = self._interpolation_engine = class_(self) + # let the engine do the actual work + return engine.interpolate(key, value) + + + def __getitem__(self, key): + """Fetch the item and do string interpolation.""" + val = dict.__getitem__(self, key) + if self.main.interpolation: + if isinstance(val, basestring): + return self._interpolate(key, val) + if isinstance(val, list): + def _check(entry): + if isinstance(entry, basestring): + return self._interpolate(key, entry) + return entry + new = [_check(entry) for entry in val] + if new != val: + return new + return val + + + def __setitem__(self, key, value, unrepr=False): + """ + Correctly set a value. + + Making dictionary values Section instances. + (We have to special case 'Section' instances - which are also dicts) + + Keys must be strings. + Values need only be strings (or lists of strings) if + ``main.stringify`` is set. + + ``unrepr`` must be set when setting a value to a dictionary, without + creating a new sub-section. + """ + if not isinstance(key, basestring): + raise ValueError('The key "%s" is not a string.' % key) + + # add the comment + if key not in self.comments: + self.comments[key] = [] + self.inline_comments[key] = '' + # remove the entry from defaults + if key in self.defaults: + self.defaults.remove(key) + # + if isinstance(value, Section): + if key not in self: + self.sections.append(key) + dict.__setitem__(self, key, value) + elif isinstance(value, dict) and not unrepr: + # First create the new depth level, + # then create the section + if key not in self: + self.sections.append(key) + new_depth = self.depth + 1 + dict.__setitem__( + self, + key, + Section( + self, + new_depth, + self.main, + indict=value, + name=key)) + else: + if key not in self: + self.scalars.append(key) + if not self.main.stringify: + if isinstance(value, basestring): + pass + elif isinstance(value, (list, tuple)): + for entry in value: + if not isinstance(entry, basestring): + raise TypeError('Value is not a string "%s".' % entry) + else: + raise TypeError('Value is not a string "%s".' % value) + dict.__setitem__(self, key, value) + + + def __delitem__(self, key): + """Remove items from the sequence when deleting.""" + dict. __delitem__(self, key) + if key in self.scalars: + self.scalars.remove(key) + else: + self.sections.remove(key) + del self.comments[key] + del self.inline_comments[key] + + + def get(self, key, default=None): + """A version of ``get`` that doesn't bypass string interpolation.""" + try: + return self[key] + except KeyError: + return default + + + def update(self, indict): + """ + A version of update that uses our ``__setitem__``. + """ + for entry in indict: + self[entry] = indict[entry] + + + def pop(self, key, default=MISSING): + """ + 'D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + If key is not found, d is returned if given, otherwise KeyError is raised' + """ + try: + val = self[key] + except KeyError: + if default is MISSING: + raise + val = default + else: + del self[key] + return val + + + def popitem(self): + """Pops the first (key,val)""" + sequence = (self.scalars + self.sections) + if not sequence: + raise KeyError(": 'popitem(): dictionary is empty'") + key = sequence[0] + val = self[key] + del self[key] + return key, val + + + def clear(self): + """ + A version of clear that also affects scalars/sections + Also clears comments and configspec. + + Leaves other attributes alone : + depth/main/parent are not affected + """ + dict.clear(self) + self.scalars = [] + self.sections = [] + self.comments = {} + self.inline_comments = {} + self.configspec = None + self.defaults = [] + self.extra_values = [] + + + def setdefault(self, key, default=None): + """A version of setdefault that sets sequence if appropriate.""" + try: + return self[key] + except KeyError: + self[key] = default + return self[key] + + + def items(self): + """D.items() -> list of D's (key, value) pairs, as 2-tuples""" + return zip((self.scalars + self.sections), self.values()) + + + def keys(self): + """D.keys() -> list of D's keys""" + return (self.scalars + self.sections) + + + def values(self): + """D.values() -> list of D's values""" + return [self[key] for key in (self.scalars + self.sections)] + + + def iteritems(self): + """D.iteritems() -> an iterator over the (key, value) items of D""" + return iter(self.items()) + + + def iterkeys(self): + """D.iterkeys() -> an iterator over the keys of D""" + return iter((self.scalars + self.sections)) + + __iter__ = iterkeys + + + def itervalues(self): + """D.itervalues() -> an iterator over the values of D""" + return iter(self.values()) + + + def __repr__(self): + """x.__repr__() <==> repr(x)""" + def _getval(key): + try: + return self[key] + except MissingInterpolationOption: + return dict.__getitem__(self, key) + return '{%s}' % ', '.join([('%s: %s' % (repr(key), repr(_getval(key)))) + for key in (self.scalars + self.sections)]) + + __str__ = __repr__ + __str__.__doc__ = "x.__str__() <==> str(x)" + + + # Extra methods - not in a normal dictionary + + def dict(self): + """ + Return a deepcopy of self as a dictionary. + + All members that are ``Section`` instances are recursively turned to + ordinary dictionaries - by calling their ``dict`` method. + + >>> n = a.dict() + >>> n == a + 1 + >>> n is a + 0 + """ + newdict = {} + for entry in self: + this_entry = self[entry] + if isinstance(this_entry, Section): + this_entry = this_entry.dict() + elif isinstance(this_entry, list): + # create a copy rather than a reference + this_entry = list(this_entry) + elif isinstance(this_entry, tuple): + # create a copy rather than a reference + this_entry = tuple(this_entry) + newdict[entry] = this_entry + return newdict + + + def merge(self, indict): + """ + A recursive update - useful for merging config files. + + >>> a = '''[section1] + ... option1 = True + ... [[subsection]] + ... more_options = False + ... # end of file'''.splitlines() + >>> b = '''# File is user.ini + ... [section1] + ... option1 = False + ... # end of file'''.splitlines() + >>> c1 = ConfigObj(b) + >>> c2 = ConfigObj(a) + >>> c2.merge(c1) + >>> c2 + ConfigObj({'section1': {'option1': 'False', 'subsection': {'more_options': 'False'}}}) + """ + for key, val in indict.items(): + if (key in self and isinstance(self[key], dict) and + isinstance(val, dict)): + self[key].merge(val) + else: + self[key] = val + + + def rename(self, oldkey, newkey): + """ + Change a keyname to another, without changing position in sequence. + + Implemented so that transformations can be made on keys, + as well as on values. (used by encode and decode) + + Also renames comments. + """ + if oldkey in self.scalars: + the_list = self.scalars + elif oldkey in self.sections: + the_list = self.sections + else: + raise KeyError('Key "%s" not found.' % oldkey) + pos = the_list.index(oldkey) + # + val = self[oldkey] + dict.__delitem__(self, oldkey) + dict.__setitem__(self, newkey, val) + the_list.remove(oldkey) + the_list.insert(pos, newkey) + comm = self.comments[oldkey] + inline_comment = self.inline_comments[oldkey] + del self.comments[oldkey] + del self.inline_comments[oldkey] + self.comments[newkey] = comm + self.inline_comments[newkey] = inline_comment + + + def walk(self, function, raise_errors=True, + call_on_sections=False, **keywargs): + """ + Walk every member and call a function on the keyword and value. + + Return a dictionary of the return values + + If the function raises an exception, raise the errror + unless ``raise_errors=False``, in which case set the return value to + ``False``. + + Any unrecognised keyword arguments you pass to walk, will be pased on + to the function you pass in. + + Note: if ``call_on_sections`` is ``True`` then - on encountering a + subsection, *first* the function is called for the *whole* subsection, + and then recurses into it's members. This means your function must be + able to handle strings, dictionaries and lists. This allows you + to change the key of subsections as well as for ordinary members. The + return value when called on the whole subsection has to be discarded. + + See the encode and decode methods for examples, including functions. + + .. admonition:: caution + + You can use ``walk`` to transform the names of members of a section + but you mustn't add or delete members. + + >>> config = '''[XXXXsection] + ... XXXXkey = XXXXvalue'''.splitlines() + >>> cfg = ConfigObj(config) + >>> cfg + ConfigObj({'XXXXsection': {'XXXXkey': 'XXXXvalue'}}) + >>> def transform(section, key): + ... val = section[key] + ... newkey = key.replace('XXXX', 'CLIENT1') + ... section.rename(key, newkey) + ... if isinstance(val, (tuple, list, dict)): + ... pass + ... else: + ... val = val.replace('XXXX', 'CLIENT1') + ... section[newkey] = val + >>> cfg.walk(transform, call_on_sections=True) + {'CLIENT1section': {'CLIENT1key': None}} + >>> cfg + ConfigObj({'CLIENT1section': {'CLIENT1key': 'CLIENT1value'}}) + """ + out = {} + # scalars first + for i in range(len(self.scalars)): + entry = self.scalars[i] + try: + val = function(self, entry, **keywargs) + # bound again in case name has changed + entry = self.scalars[i] + out[entry] = val + except Exception: + if raise_errors: + raise + else: + entry = self.scalars[i] + out[entry] = False + # then sections + for i in range(len(self.sections)): + entry = self.sections[i] + if call_on_sections: + try: + function(self, entry, **keywargs) + except Exception: + if raise_errors: + raise + else: + entry = self.sections[i] + out[entry] = False + # bound again in case name has changed + entry = self.sections[i] + # previous result is discarded + out[entry] = self[entry].walk( + function, + raise_errors=raise_errors, + call_on_sections=call_on_sections, + **keywargs) + return out + + + def as_bool(self, key): + """ + Accepts a key as input. The corresponding value must be a string or + the objects (``True`` or 1) or (``False`` or 0). We allow 0 and 1 to + retain compatibility with Python 2.2. + + If the string is one of ``True``, ``On``, ``Yes``, or ``1`` it returns + ``True``. + + If the string is one of ``False``, ``Off``, ``No``, or ``0`` it returns + ``False``. + + ``as_bool`` is not case sensitive. + + Any other input will raise a ``ValueError``. + + >>> a = ConfigObj() + >>> a['a'] = 'fish' + >>> a.as_bool('a') + Traceback (most recent call last): + ValueError: Value "fish" is neither True nor False + >>> a['b'] = 'True' + >>> a.as_bool('b') + 1 + >>> a['b'] = 'off' + >>> a.as_bool('b') + 0 + """ + val = self[key] + if val == True: + return True + elif val == False: + return False + else: + try: + if not isinstance(val, basestring): + # TODO: Why do we raise a KeyError here? + raise KeyError() + else: + return self.main._bools[val.lower()] + except KeyError: + raise ValueError('Value "%s" is neither True nor False' % val) + + + def as_int(self, key): + """ + A convenience method which coerces the specified value to an integer. + + If the value is an invalid literal for ``int``, a ``ValueError`` will + be raised. + + >>> a = ConfigObj() + >>> a['a'] = 'fish' + >>> a.as_int('a') + Traceback (most recent call last): + ValueError: invalid literal for int() with base 10: 'fish' + >>> a['b'] = '1' + >>> a.as_int('b') + 1 + >>> a['b'] = '3.2' + >>> a.as_int('b') + Traceback (most recent call last): + ValueError: invalid literal for int() with base 10: '3.2' + """ + return int(self[key]) + + + def as_float(self, key): + """ + A convenience method which coerces the specified value to a float. + + If the value is an invalid literal for ``float``, a ``ValueError`` will + be raised. + + >>> a = ConfigObj() + >>> a['a'] = 'fish' + >>> a.as_float('a') + Traceback (most recent call last): + ValueError: invalid literal for float(): fish + >>> a['b'] = '1' + >>> a.as_float('b') + 1.0 + >>> a['b'] = '3.2' + >>> a.as_float('b') + 3.2000000000000002 + """ + return float(self[key]) + + + def as_list(self, key): + """ + A convenience method which fetches the specified value, guaranteeing + that it is a list. + + >>> a = ConfigObj() + >>> a['a'] = 1 + >>> a.as_list('a') + [1] + >>> a['a'] = (1,) + >>> a.as_list('a') + [1] + >>> a['a'] = [1] + >>> a.as_list('a') + [1] + """ + result = self[key] + if isinstance(result, (tuple, list)): + return list(result) + return [result] + + + def restore_default(self, key): + """ + Restore (and return) default value for the specified key. + + This method will only work for a ConfigObj that was created + with a configspec and has been validated. + + If there is no default value for this key, ``KeyError`` is raised. + """ + default = self.default_values[key] + dict.__setitem__(self, key, default) + if key not in self.defaults: + self.defaults.append(key) + return default + + + def restore_defaults(self): + """ + Recursively restore default values to all members + that have them. + + This method will only work for a ConfigObj that was created + with a configspec and has been validated. + + It doesn't delete or modify entries without default values. + """ + for key in self.default_values: + self.restore_default(key) + + for section in self.sections: + self[section].restore_defaults() + + +class ConfigObj(Section): + """An object to read, create, and write config files.""" + + _keyword = re.compile(r'''^ # line start + (\s*) # indentation + ( # keyword + (?:".*?")| # double quotes + (?:'.*?')| # single quotes + (?:[^'"=].*?) # no quotes + ) + \s*=\s* # divider + (.*) # value (including list values and comments) + $ # line end + ''', + re.VERBOSE) + + _sectionmarker = re.compile(r'''^ + (\s*) # 1: indentation + ((?:\[\s*)+) # 2: section marker open + ( # 3: section name open + (?:"\s*\S.*?\s*")| # at least one non-space with double quotes + (?:'\s*\S.*?\s*')| # at least one non-space with single quotes + (?:[^'"\s].*?) # at least one non-space unquoted + ) # section name close + ((?:\s*\])+) # 4: section marker close + \s*(\#.*)? # 5: optional comment + $''', + re.VERBOSE) + + # this regexp pulls list values out as a single string + # or single values and comments + # FIXME: this regex adds a '' to the end of comma terminated lists + # workaround in ``_handle_value`` + _valueexp = re.compile(r'''^ + (?: + (?: + ( + (?: + (?: + (?:".*?")| # double quotes + (?:'.*?')| # single quotes + (?:[^'",\#][^,\#]*?) # unquoted + ) + \s*,\s* # comma + )* # match all list items ending in a comma (if any) + ) + ( + (?:".*?")| # double quotes + (?:'.*?')| # single quotes + (?:[^'",\#\s][^,]*?)| # unquoted + (?:(? 1: + msg = "Parsing failed with several errors.\nFirst error %s" % info + error = ConfigObjError(msg) + else: + error = self._errors[0] + # set the errors attribute; it's a list of tuples: + # (error_type, message, line_number) + error.errors = self._errors + # set the config attribute + error.config = self + raise error + # delete private attributes + del self._errors + + if configspec is None: + self.configspec = None + else: + self._handle_configspec(configspec) + + + def _initialise(self, options=None): + if options is None: + options = OPTION_DEFAULTS + + # initialise a few variables + self.filename = None + self._errors = [] + self.raise_errors = options['raise_errors'] + self.interpolation = options['interpolation'] + self.list_values = options['list_values'] + self.create_empty = options['create_empty'] + self.file_error = options['file_error'] + self.stringify = options['stringify'] + self.indent_type = options['indent_type'] + self.encoding = options['encoding'] + self.default_encoding = options['default_encoding'] + self.BOM = False + self.newlines = None + self.write_empty_values = options['write_empty_values'] + self.unrepr = options['unrepr'] + + self.initial_comment = [] + self.final_comment = [] + self.configspec = None + + if self._inspec: + self.list_values = False + + # Clear section attributes as well + Section._initialise(self) + + + def __repr__(self): + def _getval(key): + try: + return self[key] + except MissingInterpolationOption: + return dict.__getitem__(self, key) + return ('ConfigObj({%s})' % + ', '.join([('%s: %s' % (repr(key), repr(_getval(key)))) + for key in (self.scalars + self.sections)])) + + + def _handle_bom(self, infile): + """ + Handle any BOM, and decode if necessary. + + If an encoding is specified, that *must* be used - but the BOM should + still be removed (and the BOM attribute set). + + (If the encoding is wrongly specified, then a BOM for an alternative + encoding won't be discovered or removed.) + + If an encoding is not specified, UTF8 or UTF16 BOM will be detected and + removed. The BOM attribute will be set. UTF16 will be decoded to + unicode. + + NOTE: This method must not be called with an empty ``infile``. + + Specifying the *wrong* encoding is likely to cause a + ``UnicodeDecodeError``. + + ``infile`` must always be returned as a list of lines, but may be + passed in as a single string. + """ + if ((self.encoding is not None) and + (self.encoding.lower() not in BOM_LIST)): + # No need to check for a BOM + # the encoding specified doesn't have one + # just decode + return self._decode(infile, self.encoding) + + if isinstance(infile, (list, tuple)): + line = infile[0] + else: + line = infile + if self.encoding is not None: + # encoding explicitly supplied + # And it could have an associated BOM + # TODO: if encoding is just UTF16 - we ought to check for both + # TODO: big endian and little endian versions. + enc = BOM_LIST[self.encoding.lower()] + if enc == 'utf_16': + # For UTF16 we try big endian and little endian + for BOM, (encoding, final_encoding) in BOMS.items(): + if not final_encoding: + # skip UTF8 + continue + if infile.startswith(BOM): + ### BOM discovered + ##self.BOM = True + # Don't need to remove BOM + return self._decode(infile, encoding) + + # If we get this far, will *probably* raise a DecodeError + # As it doesn't appear to start with a BOM + return self._decode(infile, self.encoding) + + # Must be UTF8 + BOM = BOM_SET[enc] + if not line.startswith(BOM): + return self._decode(infile, self.encoding) + + newline = line[len(BOM):] + + # BOM removed + if isinstance(infile, (list, tuple)): + infile[0] = newline + else: + infile = newline + self.BOM = True + return self._decode(infile, self.encoding) + + # No encoding specified - so we need to check for UTF8/UTF16 + for BOM, (encoding, final_encoding) in BOMS.items(): + if not line.startswith(BOM): + continue + else: + # BOM discovered + self.encoding = final_encoding + if not final_encoding: + self.BOM = True + # UTF8 + # remove BOM + newline = line[len(BOM):] + if isinstance(infile, (list, tuple)): + infile[0] = newline + else: + infile = newline + # UTF8 - don't decode + if isinstance(infile, basestring): + return infile.splitlines(True) + else: + return infile + # UTF16 - have to decode + return self._decode(infile, encoding) + + # No BOM discovered and no encoding specified, just return + if isinstance(infile, basestring): + # infile read from a file will be a single string + return infile.splitlines(True) + return infile + + + def _a_to_u(self, aString): + """Decode ASCII strings to unicode if a self.encoding is specified.""" + if self.encoding: + return aString.decode('ascii') + else: + return aString + + + def _decode(self, infile, encoding): + """ + Decode infile to unicode. Using the specified encoding. + + if is a string, it also needs converting to a list. + """ + if isinstance(infile, basestring): + # can't be unicode + # NOTE: Could raise a ``UnicodeDecodeError`` + return infile.decode(encoding).splitlines(True) + for i, line in enumerate(infile): + if not isinstance(line, unicode): + # NOTE: The isinstance test here handles mixed lists of unicode/string + # NOTE: But the decode will break on any non-string values + # NOTE: Or could raise a ``UnicodeDecodeError`` + infile[i] = line.decode(encoding) + return infile + + + def _decode_element(self, line): + """Decode element to unicode if necessary.""" + if not self.encoding: + return line + if isinstance(line, str) and self.default_encoding: + return line.decode(self.default_encoding) + return line + + + def _str(self, value): + """ + Used by ``stringify`` within validate, to turn non-string values + into strings. + """ + if not isinstance(value, basestring): + return str(value) + else: + return value + + + def _parse(self, infile): + """Actually parse the config file.""" + temp_list_values = self.list_values + if self.unrepr: + self.list_values = False + + comment_list = [] + done_start = False + this_section = self + maxline = len(infile) - 1 + cur_index = -1 + reset_comment = False + + while cur_index < maxline: + if reset_comment: + comment_list = [] + cur_index += 1 + line = infile[cur_index] + sline = line.strip() + # do we have anything on the line ? + if not sline or sline.startswith('#'): + reset_comment = False + comment_list.append(line) + continue + + if not done_start: + # preserve initial comment + self.initial_comment = comment_list + comment_list = [] + done_start = True + + reset_comment = True + # first we check if it's a section marker + mat = self._sectionmarker.match(line) + if mat is not None: + # is a section line + (indent, sect_open, sect_name, sect_close, comment) = mat.groups() + if indent and (self.indent_type is None): + self.indent_type = indent + cur_depth = sect_open.count('[') + if cur_depth != sect_close.count(']'): + self._handle_error("Cannot compute the section depth at line %s.", + NestingError, infile, cur_index) + continue + + if cur_depth < this_section.depth: + # the new section is dropping back to a previous level + try: + parent = self._match_depth(this_section, + cur_depth).parent + except SyntaxError: + self._handle_error("Cannot compute nesting level at line %s.", + NestingError, infile, cur_index) + continue + elif cur_depth == this_section.depth: + # the new section is a sibling of the current section + parent = this_section.parent + elif cur_depth == this_section.depth + 1: + # the new section is a child the current section + parent = this_section + else: + self._handle_error("Section too nested at line %s.", + NestingError, infile, cur_index) + + sect_name = self._unquote(sect_name) + if sect_name in parent: + self._handle_error('Duplicate section name at line %s.', + DuplicateError, infile, cur_index) + continue + + # create the new section + this_section = Section( + parent, + cur_depth, + self, + name=sect_name) + parent[sect_name] = this_section + parent.inline_comments[sect_name] = comment + parent.comments[sect_name] = comment_list + continue + # + # it's not a section marker, + # so it should be a valid ``key = value`` line + mat = self._keyword.match(line) + if mat is None: + # it neither matched as a keyword + # or a section marker + self._handle_error( + 'Invalid line at line "%s".', + ParseError, infile, cur_index) + else: + # is a keyword value + # value will include any inline comment + (indent, key, value) = mat.groups() + if indent and (self.indent_type is None): + self.indent_type = indent + # check for a multiline value + if value[:3] in ['"""', "'''"]: + try: + value, comment, cur_index = self._multiline( + value, infile, cur_index, maxline) + except SyntaxError: + self._handle_error( + 'Parse error in value at line %s.', + ParseError, infile, cur_index) + continue + else: + if self.unrepr: + comment = '' + try: + value = unrepr(value) + except Exception, e: + if type(e) == UnknownType: + msg = 'Unknown name or type in value at line %s.' + else: + msg = 'Parse error in value at line %s.' + self._handle_error(msg, UnreprError, infile, + cur_index) + continue + else: + if self.unrepr: + comment = '' + try: + value = unrepr(value) + except Exception, e: + if isinstance(e, UnknownType): + msg = 'Unknown name or type in value at line %s.' + else: + msg = 'Parse error in value at line %s.' + self._handle_error(msg, UnreprError, infile, + cur_index) + continue + else: + # extract comment and lists + try: + (value, comment) = self._handle_value(value) + except SyntaxError: + self._handle_error( + 'Parse error in value at line %s.', + ParseError, infile, cur_index) + continue + # + key = self._unquote(key) + if key in this_section: + self._handle_error( + 'Duplicate keyword name at line %s.', + DuplicateError, infile, cur_index) + continue + # add the key. + # we set unrepr because if we have got this far we will never + # be creating a new section + this_section.__setitem__(key, value, unrepr=True) + this_section.inline_comments[key] = comment + this_section.comments[key] = comment_list + continue + # + if self.indent_type is None: + # no indentation used, set the type accordingly + self.indent_type = '' + + # preserve the final comment + if not self and not self.initial_comment: + self.initial_comment = comment_list + elif not reset_comment: + self.final_comment = comment_list + self.list_values = temp_list_values + + + def _match_depth(self, sect, depth): + """ + Given a section and a depth level, walk back through the sections + parents to see if the depth level matches a previous section. + + Return a reference to the right section, + or raise a SyntaxError. + """ + while depth < sect.depth: + if sect is sect.parent: + # we've reached the top level already + raise SyntaxError() + sect = sect.parent + if sect.depth == depth: + return sect + # shouldn't get here + raise SyntaxError() + + + def _handle_error(self, text, ErrorClass, infile, cur_index): + """ + Handle an error according to the error settings. + + Either raise the error or store it. + The error will have occured at ``cur_index`` + """ + line = infile[cur_index] + cur_index += 1 + message = text % cur_index + error = ErrorClass(message, cur_index, line) + if self.raise_errors: + # raise the error - parsing stops here + raise error + # store the error + # reraise when parsing has finished + self._errors.append(error) + + + def _unquote(self, value): + """Return an unquoted version of a value""" + if not value: + # should only happen during parsing of lists + raise SyntaxError + if (value[0] == value[-1]) and (value[0] in ('"', "'")): + value = value[1:-1] + return value + + + def _quote(self, value, multiline=True): + """ + Return a safely quoted version of a value. + + Raise a ConfigObjError if the value cannot be safely quoted. + If multiline is ``True`` (default) then use triple quotes + if necessary. + + * Don't quote values that don't need it. + * Recursively quote members of a list and return a comma joined list. + * Multiline is ``False`` for lists. + * Obey list syntax for empty and single member lists. + + If ``list_values=False`` then the value is only quoted if it contains + a ``\\n`` (is multiline) or '#'. + + If ``write_empty_values`` is set, and the value is an empty string, it + won't be quoted. + """ + if multiline and self.write_empty_values and value == '': + # Only if multiline is set, so that it is used for values not + # keys, and not values that are part of a list + return '' + + if multiline and isinstance(value, (list, tuple)): + if not value: + return ',' + elif len(value) == 1: + return self._quote(value[0], multiline=False) + ',' + return ', '.join([self._quote(val, multiline=False) + for val in value]) + if not isinstance(value, basestring): + if self.stringify: + value = str(value) + else: + raise TypeError('Value "%s" is not a string.' % value) + + if not value: + return '""' + + no_lists_no_quotes = not self.list_values and '\n' not in value and '#' not in value + need_triple = multiline and ((("'" in value) and ('"' in value)) or ('\n' in value )) + hash_triple_quote = multiline and not need_triple and ("'" in value) and ('"' in value) and ('#' in value) + check_for_single = (no_lists_no_quotes or not need_triple) and not hash_triple_quote + + if check_for_single: + if not self.list_values: + # we don't quote if ``list_values=False`` + quot = noquot + # for normal values either single or double quotes will do + elif '\n' in value: + # will only happen if multiline is off - e.g. '\n' in key + raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) + elif ((value[0] not in wspace_plus) and + (value[-1] not in wspace_plus) and + (',' not in value)): + quot = noquot + else: + quot = self._get_single_quote(value) + else: + # if value has '\n' or "'" *and* '"', it will need triple quotes + quot = self._get_triple_quote(value) + + if quot == noquot and '#' in value and self.list_values: + quot = self._get_single_quote(value) + + return quot % value + + + def _get_single_quote(self, value): + if ("'" in value) and ('"' in value): + raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) + elif '"' in value: + quot = squot + else: + quot = dquot + return quot + + + def _get_triple_quote(self, value): + if (value.find('"""') != -1) and (value.find("'''") != -1): + raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) + if value.find('"""') == -1: + quot = tdquot + else: + quot = tsquot + return quot + + + def _handle_value(self, value): + """ + Given a value string, unquote, remove comment, + handle lists. (including empty and single member lists) + """ + if self._inspec: + # Parsing a configspec so don't handle comments + return (value, '') + # do we look for lists in values ? + if not self.list_values: + mat = self._nolistvalue.match(value) + if mat is None: + raise SyntaxError() + # NOTE: we don't unquote here + return mat.groups() + # + mat = self._valueexp.match(value) + if mat is None: + # the value is badly constructed, probably badly quoted, + # or an invalid list + raise SyntaxError() + (list_values, single, empty_list, comment) = mat.groups() + if (list_values == '') and (single is None): + # change this if you want to accept empty values + raise SyntaxError() + # NOTE: note there is no error handling from here if the regex + # is wrong: then incorrect values will slip through + if empty_list is not None: + # the single comma - meaning an empty list + return ([], comment) + if single is not None: + # handle empty values + if list_values and not single: + # FIXME: the '' is a workaround because our regex now matches + # '' at the end of a list if it has a trailing comma + single = None + else: + single = single or '""' + single = self._unquote(single) + if list_values == '': + # not a list value + return (single, comment) + the_list = self._listvalueexp.findall(list_values) + the_list = [self._unquote(val) for val in the_list] + if single is not None: + the_list += [single] + return (the_list, comment) + + + def _multiline(self, value, infile, cur_index, maxline): + """Extract the value, where we are in a multiline situation.""" + quot = value[:3] + newvalue = value[3:] + single_line = self._triple_quote[quot][0] + multi_line = self._triple_quote[quot][1] + mat = single_line.match(value) + if mat is not None: + retval = list(mat.groups()) + retval.append(cur_index) + return retval + elif newvalue.find(quot) != -1: + # somehow the triple quote is missing + raise SyntaxError() + # + while cur_index < maxline: + cur_index += 1 + newvalue += '\n' + line = infile[cur_index] + if line.find(quot) == -1: + newvalue += line + else: + # end of multiline, process it + break + else: + # we've got to the end of the config, oops... + raise SyntaxError() + mat = multi_line.match(line) + if mat is None: + # a badly formed line + raise SyntaxError() + (value, comment) = mat.groups() + return (newvalue + value, comment, cur_index) + + + def _handle_configspec(self, configspec): + """Parse the configspec.""" + # FIXME: Should we check that the configspec was created with the + # correct settings ? (i.e. ``list_values=False``) + if not isinstance(configspec, ConfigObj): + try: + configspec = ConfigObj(configspec, + raise_errors=True, + file_error=True, + _inspec=True) + except ConfigObjError, e: + # FIXME: Should these errors have a reference + # to the already parsed ConfigObj ? + raise ConfigspecError('Parsing configspec failed: %s' % e) + except IOError, e: + raise IOError('Reading configspec failed: %s' % e) + + self.configspec = configspec + + + + def _set_configspec(self, section, copy): + """ + Called by validate. Handles setting the configspec on subsections + including sections to be validated by __many__ + """ + configspec = section.configspec + many = configspec.get('__many__') + if isinstance(many, dict): + for entry in section.sections: + if entry not in configspec: + section[entry].configspec = many + + for entry in configspec.sections: + if entry == '__many__': + continue + if entry not in section: + section[entry] = {} + section[entry]._created = True + if copy: + # copy comments + section.comments[entry] = configspec.comments.get(entry, []) + section.inline_comments[entry] = configspec.inline_comments.get(entry, '') + + # Could be a scalar when we expect a section + if isinstance(section[entry], Section): + section[entry].configspec = configspec[entry] + + + def _write_line(self, indent_string, entry, this_entry, comment): + """Write an individual line, for the write method""" + # NOTE: the calls to self._quote here handles non-StringType values. + if not self.unrepr: + val = self._decode_element(self._quote(this_entry)) + else: + val = repr(this_entry) + return '%s%s%s%s%s' % (indent_string, + self._decode_element(self._quote(entry, multiline=False)), + self._a_to_u(' = '), + val, + self._decode_element(comment)) + + + def _write_marker(self, indent_string, depth, entry, comment): + """Write a section marker line""" + return '%s%s%s%s%s' % (indent_string, + self._a_to_u('[' * depth), + self._quote(self._decode_element(entry), multiline=False), + self._a_to_u(']' * depth), + self._decode_element(comment)) + + + def _handle_comment(self, comment): + """Deal with a comment.""" + if not comment: + return '' + start = self.indent_type + if not comment.startswith('#'): + start += self._a_to_u(' # ') + return (start + comment) + + + # Public methods + + def write(self, outfile=None, section=None): + """ + Write the current ConfigObj as a file + + tekNico: FIXME: use StringIO instead of real files + + >>> filename = a.filename + >>> a.filename = 'test.ini' + >>> a.write() + >>> a.filename = filename + >>> a == ConfigObj('test.ini', raise_errors=True) + 1 + >>> import os + >>> os.remove('test.ini') + """ + if self.indent_type is None: + # this can be true if initialised from a dictionary + self.indent_type = DEFAULT_INDENT_TYPE + + out = [] + cs = self._a_to_u('#') + csp = self._a_to_u('# ') + if section is None: + int_val = self.interpolation + self.interpolation = False + section = self + for line in self.initial_comment: + line = self._decode_element(line) + stripped_line = line.strip() + if stripped_line and not stripped_line.startswith(cs): + line = csp + line + out.append(line) + + indent_string = self.indent_type * section.depth + for entry in (section.scalars + section.sections): + if entry in section.defaults: + # don't write out default values + continue + for comment_line in section.comments[entry]: + comment_line = self._decode_element(comment_line.lstrip()) + if comment_line and not comment_line.startswith(cs): + comment_line = csp + comment_line + out.append(indent_string + comment_line) + this_entry = section[entry] + comment = self._handle_comment(section.inline_comments[entry]) + + if isinstance(this_entry, dict): + # a section + out.append(self._write_marker( + indent_string, + this_entry.depth, + entry, + comment)) + out.extend(self.write(section=this_entry)) + else: + out.append(self._write_line( + indent_string, + entry, + this_entry, + comment)) + + if section is self: + for line in self.final_comment: + line = self._decode_element(line) + stripped_line = line.strip() + if stripped_line and not stripped_line.startswith(cs): + line = csp + line + out.append(line) + self.interpolation = int_val + + if section is not self: + return out + + if (self.filename is None) and (outfile is None): + # output a list of lines + # might need to encode + # NOTE: This will *screw* UTF16, each line will start with the BOM + if self.encoding: + out = [l.encode(self.encoding) for l in out] + if (self.BOM and ((self.encoding is None) or + (BOM_LIST.get(self.encoding.lower()) == 'utf_8'))): + # Add the UTF8 BOM + if not out: + out.append('') + out[0] = BOM_UTF8 + out[0] + return out + + # Turn the list to a string, joined with correct newlines + newline = self.newlines or os.linesep + if (getattr(outfile, 'mode', None) is not None and outfile.mode == 'w' + and sys.platform == 'win32' and newline == '\r\n'): + # Windows specific hack to avoid writing '\r\r\n' + newline = '\n' + output = self._a_to_u(newline).join(out) + if self.encoding: + output = output.encode(self.encoding) + if self.BOM and ((self.encoding is None) or match_utf8(self.encoding)): + # Add the UTF8 BOM + output = BOM_UTF8 + output + + if not output.endswith(newline): + output += newline + if outfile is not None: + outfile.write(output) + else: + h = open(self.filename, 'wb') + h.write(output) + h.close() + + + def validate(self, validator, preserve_errors=False, copy=False, + section=None): + """ + Test the ConfigObj against a configspec. + + It uses the ``validator`` object from *validate.py*. + + To run ``validate`` on the current ConfigObj, call: :: + + test = config.validate(validator) + + (Normally having previously passed in the configspec when the ConfigObj + was created - you can dynamically assign a dictionary of checks to the + ``configspec`` attribute of a section though). + + It returns ``True`` if everything passes, or a dictionary of + pass/fails (True/False). If every member of a subsection passes, it + will just have the value ``True``. (It also returns ``False`` if all + members fail). + + In addition, it converts the values from strings to their native + types if their checks pass (and ``stringify`` is set). + + If ``preserve_errors`` is ``True`` (``False`` is default) then instead + of a marking a fail with a ``False``, it will preserve the actual + exception object. This can contain info about the reason for failure. + For example the ``VdtValueTooSmallError`` indicates that the value + supplied was too small. If a value (or section) is missing it will + still be marked as ``False``. + + You must have the validate module to use ``preserve_errors=True``. + + You can then use the ``flatten_errors`` function to turn your nested + results dictionary into a flattened list of failures - useful for + displaying meaningful error messages. + """ + if section is None: + if self.configspec is None: + raise ValueError('No configspec supplied.') + if preserve_errors: + # We do this once to remove a top level dependency on the validate module + # Which makes importing configobj faster + from validate import VdtMissingValue + self._vdtMissingValue = VdtMissingValue + + section = self + + if copy: + section.initial_comment = section.configspec.initial_comment + section.final_comment = section.configspec.final_comment + section.encoding = section.configspec.encoding + section.BOM = section.configspec.BOM + section.newlines = section.configspec.newlines + section.indent_type = section.configspec.indent_type + + # + # section.default_values.clear() #?? + configspec = section.configspec + self._set_configspec(section, copy) + + + def validate_entry(entry, spec, val, missing, ret_true, ret_false): + section.default_values.pop(entry, None) + + try: + section.default_values[entry] = validator.get_default_value(configspec[entry]) + except (KeyError, AttributeError, validator.baseErrorClass): + # No default, bad default or validator has no 'get_default_value' + # (e.g. SimpleVal) + pass + + try: + check = validator.check(spec, + val, + missing=missing + ) + except validator.baseErrorClass, e: + if not preserve_errors or isinstance(e, self._vdtMissingValue): + out[entry] = False + else: + # preserve the error + out[entry] = e + ret_false = False + ret_true = False + else: + ret_false = False + out[entry] = True + if self.stringify or missing: + # if we are doing type conversion + # or the value is a supplied default + if not self.stringify: + if isinstance(check, (list, tuple)): + # preserve lists + check = [self._str(item) for item in check] + elif missing and check is None: + # convert the None from a default to a '' + check = '' + else: + check = self._str(check) + if (check != val) or missing: + section[entry] = check + if not copy and missing and entry not in section.defaults: + section.defaults.append(entry) + return ret_true, ret_false + + # + out = {} + ret_true = True + ret_false = True + + unvalidated = [k for k in section.scalars if k not in configspec] + incorrect_sections = [k for k in configspec.sections if k in section.scalars] + incorrect_scalars = [k for k in configspec.scalars if k in section.sections] + + for entry in configspec.scalars: + if entry in ('__many__', '___many___'): + # reserved names + continue + if (not entry in section.scalars) or (entry in section.defaults): + # missing entries + # or entries from defaults + missing = True + val = None + if copy and entry not in section.scalars: + # copy comments + section.comments[entry] = ( + configspec.comments.get(entry, [])) + section.inline_comments[entry] = ( + configspec.inline_comments.get(entry, '')) + # + else: + missing = False + val = section[entry] + + ret_true, ret_false = validate_entry(entry, configspec[entry], val, + missing, ret_true, ret_false) + + many = None + if '__many__' in configspec.scalars: + many = configspec['__many__'] + elif '___many___' in configspec.scalars: + many = configspec['___many___'] + + if many is not None: + for entry in unvalidated: + val = section[entry] + ret_true, ret_false = validate_entry(entry, many, val, False, + ret_true, ret_false) + unvalidated = [] + + for entry in incorrect_scalars: + ret_true = False + if not preserve_errors: + out[entry] = False + else: + ret_false = False + msg = 'Value %r was provided as a section' % entry + out[entry] = validator.baseErrorClass(msg) + for entry in incorrect_sections: + ret_true = False + if not preserve_errors: + out[entry] = False + else: + ret_false = False + msg = 'Section %r was provided as a single value' % entry + out[entry] = validator.baseErrorClass(msg) + + # Missing sections will have been created as empty ones when the + # configspec was read. + for entry in section.sections: + # FIXME: this means DEFAULT is not copied in copy mode + if section is self and entry == 'DEFAULT': + continue + if section[entry].configspec is None: + unvalidated.append(entry) + continue + if copy: + section.comments[entry] = configspec.comments.get(entry, []) + section.inline_comments[entry] = configspec.inline_comments.get(entry, '') + check = self.validate(validator, preserve_errors=preserve_errors, copy=copy, section=section[entry]) + out[entry] = check + if check == False: + ret_true = False + elif check == True: + ret_false = False + else: + ret_true = False + + section.extra_values = unvalidated + if preserve_errors and not section._created: + # If the section wasn't created (i.e. it wasn't missing) + # then we can't return False, we need to preserve errors + ret_false = False + # + if ret_false and preserve_errors and out: + # If we are preserving errors, but all + # the failures are from missing sections / values + # then we can return False. Otherwise there is a + # real failure that we need to preserve. + ret_false = not any(out.values()) + if ret_true: + return True + elif ret_false: + return False + return out + + + def reset(self): + """Clear ConfigObj instance and restore to 'freshly created' state.""" + self.clear() + self._initialise() + # FIXME: Should be done by '_initialise', but ConfigObj constructor (and reload) + # requires an empty dictionary + self.configspec = None + # Just to be sure ;-) + self._original_configspec = None + + + def reload(self): + """ + Reload a ConfigObj from file. + + This method raises a ``ReloadError`` if the ConfigObj doesn't have + a filename attribute pointing to a file. + """ + if not isinstance(self.filename, basestring): + raise ReloadError() + + filename = self.filename + current_options = {} + for entry in OPTION_DEFAULTS: + if entry == 'configspec': + continue + current_options[entry] = getattr(self, entry) + + configspec = self._original_configspec + current_options['configspec'] = configspec + + self.clear() + self._initialise(current_options) + self._load(filename, configspec) + + + +class SimpleVal(object): + """ + A simple validator. + Can be used to check that all members expected are present. + + To use it, provide a configspec with all your members in (the value given + will be ignored). Pass an instance of ``SimpleVal`` to the ``validate`` + method of your ``ConfigObj``. ``validate`` will return ``True`` if all + members are present, or a dictionary with True/False meaning + present/missing. (Whole missing sections will be replaced with ``False``) + """ + + def __init__(self): + self.baseErrorClass = ConfigObjError + + def check(self, check, member, missing=False): + """A dummy check method, always returns the value unchanged.""" + if missing: + raise self.baseErrorClass() + return member + + +def flatten_errors(cfg, res, levels=None, results=None): + """ + An example function that will turn a nested dictionary of results + (as returned by ``ConfigObj.validate``) into a flat list. + + ``cfg`` is the ConfigObj instance being checked, ``res`` is the results + dictionary returned by ``validate``. + + (This is a recursive function, so you shouldn't use the ``levels`` or + ``results`` arguments - they are used by the function.) + + Returns a list of keys that failed. Each member of the list is a tuple:: + + ([list of sections...], key, result) + + If ``validate`` was called with ``preserve_errors=False`` (the default) + then ``result`` will always be ``False``. + + *list of sections* is a flattened list of sections that the key was found + in. + + If the section was missing (or a section was expected and a scalar provided + - or vice-versa) then key will be ``None``. + + If the value (or section) was missing then ``result`` will be ``False``. + + If ``validate`` was called with ``preserve_errors=True`` and a value + was present, but failed the check, then ``result`` will be the exception + object returned. You can use this as a string that describes the failure. + + For example *The value "3" is of the wrong type*. + """ + if levels is None: + # first time called + levels = [] + results = [] + if res == True: + return results + if res == False or isinstance(res, Exception): + results.append((levels[:], None, res)) + if levels: + levels.pop() + return results + for (key, val) in res.items(): + if val == True: + continue + if isinstance(cfg.get(key), dict): + # Go down one level + levels.append(key) + flatten_errors(cfg[key], val, levels, results) + continue + results.append((levels[:], key, val)) + # + # Go up one level + if levels: + levels.pop() + # + return results + + +def get_extra_values(conf, _prepend=()): + """ + Find all the values and sections not in the configspec from a validated + ConfigObj. + + ``get_extra_values`` returns a list of tuples where each tuple represents + either an extra section, or an extra value. + + The tuples contain two values, a tuple representing the section the value + is in and the name of the extra values. For extra values in the top level + section the first member will be an empty tuple. For values in the 'foo' + section the first member will be ``('foo',)``. For members in the 'bar' + subsection of the 'foo' section the first member will be ``('foo', 'bar')``. + + NOTE: If you call ``get_extra_values`` on a ConfigObj instance that hasn't + been validated it will return an empty list. + """ + out = [] + + out.extend([(_prepend, name) for name in conf.extra_values]) + for name in conf.sections: + if name not in conf.extra_values: + out.extend(get_extra_values(conf[name], _prepend + (name,))) + return out + + +"""*A programming language is a medium of expression.* - Paul Graham""" diff --git a/python/pkg/cdec/sa/__init__.py b/python/pkg/cdec/sa/__init__.py new file mode 100644 index 00000000..fd4a4148 --- /dev/null +++ b/python/pkg/cdec/sa/__init__.py @@ -0,0 +1,4 @@ +from cdec.sa._sa import sym_fromstring,\ + SuffixArray, DataArray, LCP, Precomputation, Alignment, BiLex,\ + HieroCachingRuleFactory, Sampler +from cdec.sa.extractor import GrammarExtractor diff --git a/python/pkg/cdec/sa/compile.py b/python/pkg/cdec/sa/compile.py new file mode 100644 index 00000000..30e605a6 --- /dev/null +++ b/python/pkg/cdec/sa/compile.py @@ -0,0 +1,94 @@ +#!/usr/bin/env python +import argparse +import os +import logging +import cdec.configobj +import cdec.sa + +MAX_PHRASE_LENGTH = 4 +def precompute(f_sa, max_len, max_nt, max_size, min_gap, rank1, rank2): + lcp = cdec.sa.LCP(f_sa) + stats = sorted(lcp.compute_stats(MAX_PHRASE_LENGTH), reverse=True) + precomp = cdec.sa.Precomputation(from_stats=stats, + fsarray=f_sa, + precompute_rank=rank1, + precompute_secondary_rank=rank2, + max_length=max_len, + max_nonterminals=max_nt, + train_max_initial_size=max_size, + train_min_gap_size=min_gap) + return precomp + +def main(): + logging.basicConfig(level=logging.INFO) + logger = logging.getLogger('cdec.sa.compile') + parser = argparse.ArgumentParser(description='Compile a corpus into a suffix array.') + parser.add_argument('--maxnt', '-n', type=int, default=2, + help='Maximum number of non-terminal symbols') + parser.add_argument('--maxlen', '-l', type=int, default=5, + help='Maximum number of terminals') + parser.add_argument('--maxsize', '-s', type=int, default=15, + help='Maximum rule span') + parser.add_argument('--mingap', '-g', type=int, default=1, + help='Minimum gap size') + parser.add_argument('--rank1', '-r1', type=int, default=100, + help='Number of pre-computed frequent patterns') + parser.add_argument('--rank2', '-r2', type=int, default=10, + help='Number of pre-computed super-frequent patterns)') + parser.add_argument('-c', '--config', default='/dev/stdout', + help='Output configuration') + parser.add_argument('-o', '--output', required=True, + help='Output path') + parser.add_argument('-f', '--source', required=True, + help='Source language corpus') + parser.add_argument('-e', '--target', required=True, + help='Target language corpus') + parser.add_argument('-a', '--alignment', required=True, + help='Bitext word alignment') + args = parser.parse_args() + + param_names = ("max_len", "max_nt", "max_size", "min_gap", "rank1", "rank2") + params = (args.maxlen, args.maxnt, args.maxsize, args.mingap, args.rank1, args.rank2) + + if not os.path.exists(args.output): + os.mkdir(args.output) + + f_sa_bin = os.path.join(args.output, 'f.sa.bin') + e_bin = os.path.join(args.output, 'e.bin') + precomp_file = 'precomp.{0}.{1}.{2}.{3}.{4}.{5}.bin'.format(*params) + precomp_bin = os.path.join(args.output, precomp_file) + a_bin = os.path.join(args.output, 'a.bin') + lex_bin = os.path.join(args.output, 'lex.bin') + + logger.info('Compiling source suffix array') + f_sa = cdec.sa.SuffixArray(from_text=args.source) + f_sa.write_binary(f_sa_bin) + + logger.info('Compiling target data array') + e = cdec.sa.DataArray(from_text=args.target) + e.write_binary(e_bin) + + logger.info('Precomputing frequent phrases') + precompute(f_sa, *params).write_binary(precomp_bin) + + logger.info('Compiling alignment') + a = cdec.sa.Alignment(from_text=args.alignment) + a.write_binary(a_bin) + + logger.info('Compiling bilexical dictionary') + lex = cdec.sa.BiLex(from_data=True, alignment=a, earray=e, fsarray=f_sa) + lex.write_binary(lex_bin) + + # Write configuration + config = cdec.configobj.ConfigObj(args.config, unrepr=True) + config['f_sa_file'] = f_sa_bin + config['e_file'] = e_bin + config['a_file'] = a_bin + config['lex_file'] = lex_bin + config['precompute_file'] = precomp_bin + for name, value in zip(param_names, params): + config[name] = value + config.write() + +if __name__ == '__main__': + main() diff --git a/python/pkg/cdec/sa/extract.py b/python/pkg/cdec/sa/extract.py new file mode 100644 index 00000000..918aa3bb --- /dev/null +++ b/python/pkg/cdec/sa/extract.py @@ -0,0 +1,31 @@ +#!/usr/bin/env python +import sys +import os +import argparse +import logging +import cdec.sa + +def main(): + logging.basicConfig(level=logging.INFO) + parser = argparse.ArgumentParser(description='Extract grammars from a compiled corpus.') + parser.add_argument('-c', '--config', required=True, + help='Extractor configuration') + parser.add_argument('-g', '--grammars', required=True, + help='Grammar output path') + args = parser.parse_args() + + if not os.path.exists(args.grammars): + os.mkdir(args.grammars) + + extractor = cdec.sa.GrammarExtractor(args.config) + for i, sentence in enumerate(sys.stdin): + sentence = sentence[:-1] + grammar_file = os.path.join(args.grammars, 'grammar.{0}'.format(i)) + with open(grammar_file, 'w') as output: + for rule in extractor.grammar(sentence): + output.write(str(rule)+'\n') + grammar_file = os.path.abspath(grammar_file) + print('{1}'.format(grammar_file, sentence)) + +if __name__ == '__main__': + main() diff --git a/python/pkg/cdec/sa/extractor.py b/python/pkg/cdec/sa/extractor.py new file mode 100644 index 00000000..bb912e16 --- /dev/null +++ b/python/pkg/cdec/sa/extractor.py @@ -0,0 +1,78 @@ +from itertools import chain +import os +import cdec.configobj +from cdec.sa.features import EgivenFCoherent, SampleCountF, CountEF,\ + MaxLexEgivenF, MaxLexFgivenE, IsSingletonF, IsSingletonFE +import cdec.sa + +# maximum span of a grammar rule in TEST DATA +MAX_INITIAL_SIZE = 15 + +class GrammarExtractor: + def __init__(self, config): + if isinstance(config, str) or isinstance(config, unicode): + if not os.path.exists(config): + raise IOError('cannot read configuration from {0}'.format(config)) + config = cdec.configobj.ConfigObj(config, unrepr=True) + alignment = cdec.sa.Alignment(from_binary=config['a_file']) + self.factory = cdec.sa.HieroCachingRuleFactory( + # compiled alignment object (REQUIRED) + alignment, + # name of generic nonterminal used by Hiero + category="[X]", + # maximum number of contiguous chunks of terminal symbols in RHS of a rule + max_chunks=config['max_nt']+1, + # maximum span of a grammar rule in TEST DATA + max_initial_size=MAX_INITIAL_SIZE, + # maximum number of symbols (both T and NT) allowed in a rule + max_length=config['max_len'], + # maximum number of nonterminals allowed in a rule (set >2 at your own risk) + max_nonterminals=config['max_nt'], + # maximum number of contiguous chunks of terminal symbols + # in target-side RHS of a rule. + max_target_chunks=config['max_nt']+1, + # maximum number of target side symbols (both T and NT) allowed in a rule. + max_target_length=MAX_INITIAL_SIZE, + # minimum span of a nonterminal in the RHS of a rule in TEST DATA + min_gap_size=1, + # filename of file containing precomputed collocations + precompute_file=config['precompute_file'], + # maximum frequency rank of patterns used to compute triples (< 20) + precompute_secondary_rank=config['rank2'], + # maximum frequency rank of patterns used to compute collocations (< 300) + precompute_rank=config['rank1'], + # require extracted rules to have at least one aligned word + require_aligned_terminal=True, + # require each contiguous chunk of extracted rules + # to have at least one aligned word + require_aligned_chunks=False, + # maximum span of a grammar rule extracted from TRAINING DATA + train_max_initial_size=config['max_size'], + # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA + train_min_gap_size=config['min_gap'], + # True if phrases should be tight, False otherwise (better but slower) + tight_phrases=True, + ) + + # lexical weighting tables + tt = cdec.sa.BiLex(from_binary=config['lex_file']) + + self.models = (EgivenFCoherent, SampleCountF, CountEF, + MaxLexFgivenE(tt), MaxLexEgivenF(tt), IsSingletonF, IsSingletonFE) + + fsarray = cdec.sa.SuffixArray(from_binary=config['f_sa_file']) + edarray = cdec.sa.DataArray(from_binary=config['e_file']) + + # lower=faster, higher=better; improvements level off above 200-300 range, + # -1 = don't sample, use all data (VERY SLOW!) + sampler = cdec.sa.Sampler(300, fsarray) + + self.factory.configure(fsarray, edarray, sampler) + + def grammar(self, sentence): + if isinstance(sentence, unicode): + sentence = sentence.encode('utf8') + cnet = chain(('',), sentence.split(), ('',)) + cnet = (cdec.sa.sym_fromstring(word, terminal=True) for word in cnet) + cnet = tuple(((word, None, 1), ) for word in cnet) + return self.factory.input(cnet, self.models) diff --git a/python/pkg/cdec/sa/features.py b/python/pkg/cdec/sa/features.py new file mode 100644 index 00000000..325b9e13 --- /dev/null +++ b/python/pkg/cdec/sa/features.py @@ -0,0 +1,57 @@ +from __future__ import division +import math + +MAXSCORE = 99 + +def EgivenF(fphrase, ephrase, paircount, fcount, fsample_count): # p(e|f) + return -math.log10(paircount/fcount) + +def CountEF(fphrase, ephrase, paircount, fcount, fsample_count): + return math.log10(1 + paircount) + +def SampleCountF(fphrase, ephrase, paircount, fcount, fsample_count): + return math.log10(1 + fsample_count) + +def EgivenFCoherent(fphrase, ephrase, paircount, fcount, fsample_count): + prob = paircount/fsample_count + return -math.log10(prob) if prob > 0 else MAXSCORE + +def CoherenceProb(fphrase, ephrase, paircount, fcount, fsample_count): + return -math.log10(fcount/fsample_count) + +def MaxLexEgivenF(ttable): + def feature(fphrase, ephrase, paircount, fcount, fsample_count): + fwords = fphrase.words + fwords.append('NULL') + def score(): + for e in ephrase.words: + maxScore = max(ttable.get_score(f, e, 0) for f in fwords) + yield -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return sum(score()) + return feature + +def MaxLexFgivenE(ttable): + def feature(fphrase, ephrase, paircount, fcount, fsample_count): + ewords = ephrase.words + ewords.append('NULL') + def score(): + for f in fphrase.words: + maxScore = max(ttable.get_score(f, e, 1) for e in ewords) + yield -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return sum(score()) + return feature + +def IsSingletonF(fphrase, ephrase, paircount, fcount, fsample_count): + return (fcount == 1) + +def IsSingletonFE(fphrase, ephrase, paircount, fcount, fsample_count): + return (paircount == 1) + +def IsNotSingletonF(fphrase, ephrase, paircount, fcount, fsample_count): + return (fcount > 1) + +def IsNotSingletonFE(fphrase, ephrase, paircount, fcount, fsample_count): + return (paircount > 1) + +def IsFEGreaterThanZero(fphrase, ephrase, paircount, fcount, fsample_count): + return (paircount > 0.01) diff --git a/python/pkg/cdec/score.py b/python/pkg/cdec/score.py new file mode 100644 index 00000000..22257774 --- /dev/null +++ b/python/pkg/cdec/score.py @@ -0,0 +1 @@ +from _cdec import BLEU, TER, CER, Metric diff --git a/python/setup.py b/python/setup.py index 1d1d7e45..7be976e8 100644 --- a/python/setup.py +++ b/python/setup.py @@ -48,5 +48,6 @@ setup( name='cdec', ext_modules=ext_modules, requires=['configobj'], - packages=['cdec', 'cdec.sa'] + packages=['cdec', 'cdec.sa'], + package_dir={'': 'pkg'} ) diff --git a/python/src/sa/_sa.c b/python/src/sa/_sa.c index 34f170bf..b7f3627a 100644 --- a/python/src/sa/_sa.c +++ b/python/src/sa/_sa.c @@ -1,4 +1,4 @@ -/* Generated by Cython 0.17.beta1 on Fri Jul 27 22:15:31 2012 */ +/* Generated by Cython 0.17.beta1 on Fri Jul 27 23:31:04 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -2013,7 +2013,7 @@ static int __pyx_pf_3_sa_8Alphabet___cinit__(struct __pyx_obj_3_sa_Alphabet *__p static void __pyx_pf_3_sa_8Alphabet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_3_sa_8Alphabet_9terminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_3_sa_8Alphabet_12nonterminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_2sym_fromstring(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_string, int __pyx_v_terminal); /* proto */ +static PyObject *__pyx_pf_3_sa_2sym_fromstring(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_string, int __pyx_v_terminal); /* proto */ static int __pyx_pf_3_sa_6Phrase___cinit__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_words); /* proto */ static void __pyx_pf_3_sa_6Phrase_2__dealloc__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_3_sa_6Phrase_4__str__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ @@ -21750,7 +21750,7 @@ static int __pyx_f_3_sa_sym_setindex(int __pyx_v_sym, int __pyx_v_id) { * cdef int sym_setindex(int sym, int id): * return ALPHABET.setindex(sym, id) # <<<<<<<<<<<<<< * - * def sym_fromstring(bytes string, bint terminal): + * def sym_fromstring(char* string, bint terminal): */ __pyx_r = ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_3_sa_ALPHABET->__pyx_vtab)->setindex(__pyx_v_3_sa_ALPHABET, __pyx_v_sym, __pyx_v_id); goto __pyx_L0; @@ -21765,7 +21765,7 @@ static int __pyx_f_3_sa_sym_setindex(int __pyx_v_sym, int __pyx_v_id) { static PyObject *__pyx_pw_3_sa_3sym_fromstring(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static PyMethodDef __pyx_mdef_3_sa_3sym_fromstring = {__Pyx_NAMESTR("sym_fromstring"), (PyCFunction)__pyx_pw_3_sa_3sym_fromstring, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}; static PyObject *__pyx_pw_3_sa_3sym_fromstring(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { - PyObject *__pyx_v_string = 0; + char *__pyx_v_string; int __pyx_v_terminal; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations @@ -21802,7 +21802,7 @@ static PyObject *__pyx_pw_3_sa_3sym_fromstring(PyObject *__pyx_self, PyObject *_ values[0] = PyTuple_GET_ITEM(__pyx_args, 0); values[1] = PyTuple_GET_ITEM(__pyx_args, 1); } - __pyx_v_string = ((PyObject*)values[0]); + __pyx_v_string = PyBytes_AsString(values[0]); if (unlikely((!__pyx_v_string) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_terminal = __Pyx_PyObject_IsTrue(values[1]); if (unlikely((__pyx_v_terminal == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; @@ -21813,12 +21813,7 @@ static PyObject *__pyx_pw_3_sa_3sym_fromstring(PyObject *__pyx_self, PyObject *_ __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_string), (&PyBytes_Type), 1, "string", 1))) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_3_sa_2sym_fromstring(__pyx_self, __pyx_v_string, __pyx_v_terminal); - goto __pyx_L0; - __pyx_L1_error:; - __pyx_r = NULL; - __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } @@ -21826,15 +21821,14 @@ static PyObject *__pyx_pw_3_sa_3sym_fromstring(PyObject *__pyx_self, PyObject *_ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":104 * return ALPHABET.setindex(sym, id) * - * def sym_fromstring(bytes string, bint terminal): # <<<<<<<<<<<<<< + * def sym_fromstring(char* string, bint terminal): # <<<<<<<<<<<<<< * return ALPHABET.fromstring(string, terminal) */ -static PyObject *__pyx_pf_3_sa_2sym_fromstring(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_string, int __pyx_v_terminal) { +static PyObject *__pyx_pf_3_sa_2sym_fromstring(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_string, int __pyx_v_terminal) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - char *__pyx_t_1; - PyObject *__pyx_t_2 = NULL; + PyObject *__pyx_t_1 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; @@ -21842,21 +21836,20 @@ static PyObject *__pyx_pf_3_sa_2sym_fromstring(CYTHON_UNUSED PyObject *__pyx_sel /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":105 * - * def sym_fromstring(bytes string, bint terminal): + * def sym_fromstring(char* string, bint terminal): * return ALPHABET.fromstring(string, terminal) # <<<<<<<<<<<<<< */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_AsString(((PyObject *)__pyx_v_string)); if (unlikely((!__pyx_t_1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_2 = PyInt_FromLong(((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_3_sa_ALPHABET->__pyx_vtab)->fromstring(__pyx_v_3_sa_ALPHABET, __pyx_t_1, __pyx_v_terminal)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_r = __pyx_t_2; - __pyx_t_2 = 0; + __pyx_t_1 = PyInt_FromLong(((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_3_sa_ALPHABET->__pyx_vtab)->fromstring(__pyx_v_3_sa_ALPHABET, __pyx_v_string, __pyx_v_terminal)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_r = __pyx_t_1; + __pyx_t_1 = 0; goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_1); __Pyx_AddTraceback("_sa.sym_fromstring", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; @@ -60511,7 +60504,7 @@ static int __Pyx_InitCachedConstants(void) { /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":104 * return ALPHABET.setindex(sym, id) * - * def sym_fromstring(bytes string, bint terminal): # <<<<<<<<<<<<<< + * def sym_fromstring(char* string, bint terminal): # <<<<<<<<<<<<<< * return ALPHABET.fromstring(string, terminal) */ __pyx_k_tuple_137 = PyTuple_New(2); if (unlikely(!__pyx_k_tuple_137)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -60933,7 +60926,7 @@ PyMODINIT_FUNC PyInit__sa(void) /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":104 * return ALPHABET.setindex(sym, id) * - * def sym_fromstring(bytes string, bint terminal): # <<<<<<<<<<<<<< + * def sym_fromstring(char* string, bint terminal): # <<<<<<<<<<<<<< * return ALPHABET.fromstring(string, terminal) */ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_3sym_fromstring, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;} diff --git a/python/src/sa/sym.pxi b/python/src/sa/sym.pxi index 4b41886f..132925f6 100644 --- a/python/src/sa/sym.pxi +++ b/python/src/sa/sym.pxi @@ -101,5 +101,5 @@ cdef int sym_getindex(int sym): cdef int sym_setindex(int sym, int id): return ALPHABET.setindex(sym, id) -def sym_fromstring(bytes string, bint terminal): +def sym_fromstring(char* string, bint terminal): return ALPHABET.fromstring(string, terminal) -- cgit v1.2.3 From 934e55dc12c3f374684bc6a0797e6f85c7abb85a Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sat, 28 Jul 2012 12:11:30 -0400 Subject: a couple of tools for cleaning corpora --- corpus/filter-length.pl | 130 +++++++++++++++++++++++++++++++++++++++++++++++ corpus/utf8-normalize.sh | 25 +++++++++ 2 files changed, 155 insertions(+) create mode 100755 corpus/filter-length.pl create mode 100755 corpus/utf8-normalize.sh diff --git a/corpus/filter-length.pl b/corpus/filter-length.pl new file mode 100755 index 00000000..d7eacdd7 --- /dev/null +++ b/corpus/filter-length.pl @@ -0,0 +1,130 @@ +#!/usr/bin/perl -w +use strict; +use utf8; + +##### EDIT THESE SETTINGS #################################################### +my $MAX_LENGTH = 99; # discard a sentence if it is longer than this +my $AUTOMATIC_INCLUDE_IF_SHORTER_THAN = 6; # if both are shorter, include +my $MAX_ZSCORE = 1.8; # how far from the mean can the (log)ratio be? +############################################################################## + +die "Usage: $0 corpus.fr-en\n\n Filter sentence pairs containing sentences longer than $MAX_LENGTH words\n or whose log length ratios are $MAX_ZSCORE stddevs away from the mean log ratio.\n\n" unless scalar @ARGV == 1; +binmode(STDOUT,":utf8"); +binmode(STDERR,":utf8"); + +my $corpus = shift @ARGV; +die "Cannot read from STDIN\n" if $corpus eq '-'; +my $ff = "<$corpus"; +$ff = "gunzip -c $corpus|" if $ff =~ /\.gz$/; + +open F,$ff or die "Can't read $corpus: $!"; +binmode(F,":utf8"); + +my $rat_max = log(9); +my $lrm = 0; +my $zerof = 0; +my $zeroe = 0; +my $absbadrat = 0; +my $overlene = 0; +my $overlenf = 0; +my $lines = 0; +my @lograts = (); +while() { + $lines++; + if ($lines % 100000 == 0) { print STDERR " [$lines]\n"; } + elsif ($lines % 2500 == 0) { print STDERR "."; } + my ($sf, $se, @d) = split / \|\|\| /; + die "Bad format: $_" if scalar @d != 0 or !defined $se; + my @fs = split /\s+/, $sf; + my @es = split /\s+/, $se; + my $flen = scalar @fs; + my $elen = scalar @es; + if ($flen == 0) { + $zerof++; + next; + } + if ($elen == 0) { + $zeroe++; + next; + } + if ($flen > $MAX_LENGTH) { + $overlenf++; + next; + } + if ($elen > $MAX_LENGTH) { + $overlene++; + next; + } + if ($elen >= $AUTOMATIC_INCLUDE_IF_SHORTER_THAN || + $flen >= $AUTOMATIC_INCLUDE_IF_SHORTER_THAN) { + my $lograt = log($flen) - log($elen); + if (abs($lograt) > $rat_max) { + $absbadrat++; + next; + } + $lrm += $lograt; + push @lograts, $lograt; + } +} +close F; + +print STDERR "\nComputing statistics...\n"; +my $lmean = $lrm / scalar @lograts; + +my $lsd = 0; +for my $lr (@lograts) { + $lsd += ($lr - $lmean)**2; +} +$lsd = sqrt($lsd / scalar @lograts); +@lograts = (); + +my $pass1_discard = $zerof + $zeroe + $absbadrat + $overlene + $overlenf; +my $discard_rate = int(10000 * $pass1_discard / $lines) / 100; +print STDERR " Total lines: $lines\n"; +print STDERR " Already discared: $pass1_discard\t(discard rate = $discard_rate%)\n"; +print STDERR " Mean F:E ratio: " . exp($lmean) . "\n"; +print STDERR " StdDev F:E ratio: " . exp($lsd) . "\n"; +print STDERR "Writing...\n"; +open F,$ff or die "Can't reread $corpus: $!"; +binmode(F,":utf8"); +my $to = 0; +my $zviol = 0; +my $worstz = -1; +my $worst = "\n"; +$lines = 0; +while() { + $lines++; + if ($lines % 100000 == 0) { print STDERR " [$lines]\n"; } + elsif ($lines % 2500 == 0) { print STDERR "."; } + my ($sf, $se) = split / \|\|\| /; + my @fs = split /\s+/, $sf; + my @es = split /\s+/, $se; + my $flen = scalar @fs; + my $elen = scalar @es; + next if ($flen == 0); + next if ($elen == 0); + next if ($flen > $MAX_LENGTH); + next if ($elen > $MAX_LENGTH); + if ($elen >= $AUTOMATIC_INCLUDE_IF_SHORTER_THAN || + $flen >= $AUTOMATIC_INCLUDE_IF_SHORTER_THAN) { + my $lograt = log($flen) - log($elen); + if (abs($lograt) > $rat_max) { + $absbadrat++; + next; + } + my $zscore = abs($lograt - $lmean) / $lsd; + if ($elen > $AUTOMATIC_INCLUDE_IF_SHORTER_THAN && + $flen > $AUTOMATIC_INCLUDE_IF_SHORTER_THAN && $zscore > $worstz) { $worstz = $zscore; $worst = $_; } + if ($zscore > $MAX_ZSCORE) { + $zviol++; + next; + } + print; + } + $to++; +} +my $discard_rate2 = int(10000 * $zviol / ($lines - $pass1_discard)) / 100; +print STDERR "\n Lines printed: $to\n Ratio violations: $zviol\t(discard rate = $discard_rate2%)\n"; +print STDERR " Worst z-score: $worstz\n sentence: $worst"; +exit 0; + diff --git a/corpus/utf8-normalize.sh b/corpus/utf8-normalize.sh new file mode 100755 index 00000000..dcf8bc59 --- /dev/null +++ b/corpus/utf8-normalize.sh @@ -0,0 +1,25 @@ +#!/bin/bash + +# This script uses ICU uconv (http://site.icu-project.org/), if it's available +# to normalize UTF8 text into a standard form. For information about this +# process, refer to http://en.wikipedia.org/wiki/Unicode_equivalence#Normalization +# Escape characters between 0x00-0x1F are removed + +if which uconv > /dev/null +then + CMD="uconv -f utf8 -t utf8 -x Any-NFKC --callback skip" +else + echo "Cannot find ICU uconv (http://site.icu-project.org/) ... falling back to iconv. Normalization NOT taking place." 1>&2 + CMD="iconv -f utf8 -t utf8 -c" +fi + +$CMD | /usr/bin/perl -w -e ' + while (<>) { + chomp; + s/[\x00-\x1F]+/ /g; + s/ +/ /g; + s/^ //; + s/ $//; + print "$_\n"; + }' + -- cgit v1.2.3 From b81b2e85bdfd5e9dda98a6e448e6354ca0c6d26b Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sat, 28 Jul 2012 12:41:01 -0400 Subject: script to paste files together with the triple pipe separator --- corpus/paste-files.pl | 50 ++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 50 insertions(+) create mode 100755 corpus/paste-files.pl diff --git a/corpus/paste-files.pl b/corpus/paste-files.pl new file mode 100755 index 00000000..24c70599 --- /dev/null +++ b/corpus/paste-files.pl @@ -0,0 +1,50 @@ +#!/usr/bin/perl -w +use strict; + +die "Usage: $0 file1.txt file2.txt [file3.txt ...]\n\n Performs a per-line concatenation of all files using the ||| seperator.\n\n" unless scalar @ARGV > 1; + +my @fhs = (); +for my $file (@ARGV) { + my $fh; + if ($file =~ /\.gz$/) { + open $fh, "gunzip -c $file|" or die "Can't fork gunzip -c $file: $!"; + } else { + open $fh, "<$file" or die "Can't read $file: $!"; + } + binmode($fh,":utf8"); + push @fhs, $fh; +} +binmode(STDOUT,":utf8"); +binmode(STDERR,":utf8"); + +my $lc = 0; +my $done = 0; +my $fl = 0; +while(1) { + my @line; + $lc++; + if ($lc % 100000 == 0) { print STDERR " [$lc]\n"; $fl = 0; } + elsif ($lc % 2500 == 0) { print STDERR "."; $fl = 1; } + my $anum = 0; + for my $fh (@fhs) { + my $r = <$fh>; + if (!defined $r) { + die "Mismatched number of lines.\n" if scalar @line > 0; + $done = 1; + last; + } + chomp $r; + die "$ARGV[$anum]:$lc contains a ||| symbol - please remove.\n" if $r =~ /\|\|\|/; + $anum++; + push @line, $r; + } + last if $done; + print STDOUT join(' ||| ', @line) . "\n"; +} +print STDERR "\n" if $fl; +for (my $i = 1; $i < scalar @fhs; $i++) { + my $fh = $fhs[$i]; + my $r = <$fh>; + die "Mismatched number of lines.\n" if defined $r; +} + -- cgit v1.2.3 From 0b0616c6f7400ce52d07350f7a7054a2513d9813 Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Sat, 28 Jul 2012 17:12:40 -0400 Subject: [python] Suffix array compiler can read bitext (-b) --- python/pkg/cdec/sa/compile.py | 24 +- python/src/cdec.sa._sa.pxd | 1 + python/src/sa/_sa.c | 4291 +++++++++++++++++++++++++--------------- python/src/sa/data_array.pxi | 38 +- python/src/sa/suffix_array.pxi | 8 +- 5 files changed, 2780 insertions(+), 1582 deletions(-) create mode 120000 python/src/cdec.sa._sa.pxd diff --git a/python/pkg/cdec/sa/compile.py b/python/pkg/cdec/sa/compile.py index 30e605a6..2a89243b 100644 --- a/python/pkg/cdec/sa/compile.py +++ b/python/pkg/cdec/sa/compile.py @@ -37,16 +37,22 @@ def main(): help='Number of pre-computed super-frequent patterns)') parser.add_argument('-c', '--config', default='/dev/stdout', help='Output configuration') - parser.add_argument('-o', '--output', required=True, - help='Output path') - parser.add_argument('-f', '--source', required=True, + parser.add_argument('-f', '--source', help='Source language corpus') - parser.add_argument('-e', '--target', required=True, + parser.add_argument('-e', '--target', help='Target language corpus') + parser.add_argument('-b', '--bitext', + help='Parallel text (source ||| target)') parser.add_argument('-a', '--alignment', required=True, help='Bitext word alignment') + parser.add_argument('-o', '--output', required=True, + help='Output path') args = parser.parse_args() + if not ((args.source and args.target) or args.bitext): + parser.error('a parallel corpus is required\n' + '\tuse -f (source) with -e (target) or -b (bitext)') + param_names = ("max_len", "max_nt", "max_size", "min_gap", "rank1", "rank2") params = (args.maxlen, args.maxnt, args.maxsize, args.mingap, args.rank1, args.rank2) @@ -61,11 +67,17 @@ def main(): lex_bin = os.path.join(args.output, 'lex.bin') logger.info('Compiling source suffix array') - f_sa = cdec.sa.SuffixArray(from_text=args.source) + if args.bitext: + f_sa = cdec.sa.SuffixArray(from_text=args.bitext, side='source') + else: + f_sa = cdec.sa.SuffixArray(from_text=args.source) f_sa.write_binary(f_sa_bin) logger.info('Compiling target data array') - e = cdec.sa.DataArray(from_text=args.target) + if args.bitext: + e = cdec.sa.DataArray(from_text=args.bitext, side='target') + else: + e = cdec.sa.DataArray(from_text=args.target) e.write_binary(e_bin) logger.info('Precomputing frequent phrases') diff --git a/python/src/cdec.sa._sa.pxd b/python/src/cdec.sa._sa.pxd new file mode 120000 index 00000000..3613f643 --- /dev/null +++ b/python/src/cdec.sa._sa.pxd @@ -0,0 +1 @@ +sa/_sa.pxd \ No newline at end of file diff --git a/python/src/sa/_sa.c b/python/src/sa/_sa.c index b7f3627a..0f9b0d22 100644 --- a/python/src/sa/_sa.c +++ b/python/src/sa/_sa.c @@ -1,4 +1,4 @@ -/* Generated by Cython 0.17.beta1 on Fri Jul 27 23:31:04 2012 */ +/* Generated by Cython 0.17.beta1 on Sat Jul 28 17:07:03 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -383,6 +383,7 @@ static const char *__pyx_f[] = { /*--- Type declarations ---*/ struct __pyx_obj_3_sa_HieroCachingRuleFactory; +struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats; struct __pyx_obj_3_sa_IntList; struct __pyx_obj_3_sa_VEBIterator; struct __pyx_obj_3_sa_BiLex; @@ -390,23 +391,24 @@ struct __pyx_obj_3_sa_VEB; struct __pyx_obj_3_sa_LCP; struct __pyx_obj_3_sa_DataArray; struct __pyx_obj_3_sa_BitSetIterator; +struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext; struct __pyx_obj_3_sa_Precomputation; struct __pyx_obj_3_sa_SuffixArray; +struct __pyx_obj_3_sa___pyx_scope_struct_4_input; struct __pyx_obj_3_sa_Alphabet; struct __pyx_obj_3_sa_Rule; struct __pyx_obj_3_sa_PhraseLocation; -struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats; -struct __pyx_obj_3_sa___pyx_scope_struct_2_input; +struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__; struct __pyx_obj_3_sa_Alignment; struct __pyx_obj_3_sa_BitSet; struct __pyx_obj_3_sa_Sampler; struct __pyx_obj_3_sa_StringMap; -struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__; struct __pyx_obj_3_sa_TrieNode; struct __pyx_obj_3_sa_ExtendedTrieNode; struct __pyx_obj_3_sa_TrieMap; struct __pyx_obj_3_sa_Phrase; struct __pyx_obj_3_sa_TrieTable; +struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr; struct __pyx_obj_3_sa_FloatList; struct __pyx_t_3_sa__node; struct __pyx_t_3_sa__BitSet; @@ -563,6 +565,37 @@ struct __pyx_obj_3_sa_HieroCachingRuleFactory { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":36 + * logger.info("LCP array completed") + * + * def compute_stats(self, int max_n): # <<<<<<<<<<<<<< + * """Note: the output of this function is not exact. In + * particular, the frequency associated with each word is + */ +struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats { + PyObject_HEAD + int __pyx_v_N; + int __pyx_v_freq; + int __pyx_v_h; + int __pyx_v_i; + int __pyx_v_ii; + int __pyx_v_iii; + int __pyx_v_j; + int __pyx_v_k; + int __pyx_v_max_n; + int __pyx_v_n; + PyObject *__pyx_v_ngram; + struct __pyx_obj_3_sa_IntList *__pyx_v_ngram_start; + PyObject *__pyx_v_ngram_starts; + int __pyx_v_rs; + struct __pyx_obj_3_sa_IntList *__pyx_v_run_start; + struct __pyx_obj_3_sa_LCP *__pyx_v_self; + int __pyx_v_valid; + struct __pyx_obj_3_sa_VEB *__pyx_v_veb; + int __pyx_t_0; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":9 * from libc.string cimport memset, memcpy * @@ -676,6 +709,20 @@ struct __pyx_obj_3_sa_BitSetIterator { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":71 + * self.read_text_data(fp) + * + * def read_bitext(self, char* filename, int side): # <<<<<<<<<<<<<< + * with gzip_or_text(filename) as fp: + * data = (line.split(' ||| ')[side] for line in fp) + */ +struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext { + PyObject_HEAD + PyObject *__pyx_v_fp; + int __pyx_v_side; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":188 * * @@ -713,84 +760,6 @@ struct __pyx_obj_3_sa_SuffixArray { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":7 - * cdef int INDEX_MASK = (1< + +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); /*proto*/ + +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals); /*proto*/ + +#if PY_MAJOR_VERSION >= 3 +#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals +#else +#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals +#endif + static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); @@ -1868,9 +1915,11 @@ static PyTypeObject *__pyx_ptype_3_sa_TrieTable = 0; static PyTypeObject *__pyx_ptype_3_sa_PhraseLocation = 0; static PyTypeObject *__pyx_ptype_3_sa_Sampler = 0; static PyTypeObject *__pyx_ptype_3_sa_HieroCachingRuleFactory = 0; -static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct__compute_stats = 0; -static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_1___iter__ = 0; -static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_2_input = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct__read_bitext = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_1_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_2_compute_stats = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_3___iter__ = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_4_input = 0; static int __pyx_v_3_sa_MIN_BOTTOM_SIZE; static int __pyx_v_3_sa_MIN_BOTTOM_BITS; static int __pyx_v_3_sa_LOWER_MASK[32]; @@ -1957,7 +2006,7 @@ static PyObject *__pyx_pf_3_sa_7IntList_28write(struct __pyx_obj_3_sa_IntList *_ static PyObject *__pyx_pf_3_sa_7IntList_30read(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ static int __pyx_pf_3_sa_9StringMap___cinit__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */ static void __pyx_pf_3_sa_9StringMap_2__dealloc__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_9DataArray___cinit__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, int __pyx_v_use_sent_id); /* proto */ +static int __pyx_pf_3_sa_9DataArray___cinit__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side, int __pyx_v_use_sent_id); /* proto */ static Py_ssize_t __pyx_pf_3_sa_9DataArray_2__len__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_3_sa_9DataArray_4getSentId(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ static PyObject *__pyx_pf_3_sa_9DataArray_6getSent(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ @@ -1966,10 +2015,13 @@ static PyObject *__pyx_pf_3_sa_9DataArray_10get_id(struct __pyx_obj_3_sa_DataArr static PyObject *__pyx_pf_3_sa_9DataArray_12get_word(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_id); /* proto */ static PyObject *__pyx_pf_3_sa_9DataArray_14write_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ static PyObject *__pyx_pf_3_sa_9DataArray_16read_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_18read_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_20write_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_24write_enhanced(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_11read_bitext_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_18read_bitext(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename, int __pyx_v_side); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_20read_text_data(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_data); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_22read_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_24write_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_26write_enhanced_handle(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_28write_enhanced(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ static PyObject *__pyx_pf_3_sa_9Alignment_unlink(CYTHON_UNUSED struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_link); /* proto */ static PyObject *__pyx_pf_3_sa_9Alignment_2get_sent_links(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id); /* proto */ static int __pyx_pf_3_sa_9Alignment_4__cinit__(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ @@ -2061,12 +2113,12 @@ static int __pyx_pf_3_sa_14Precomputation___cinit__(struct __pyx_obj_3_sa_Precom static PyObject *__pyx_pf_3_sa_14Precomputation_2read_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ static PyObject *__pyx_pf_3_sa_14Precomputation_4write_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ static PyObject *__pyx_pf_3_sa_14Precomputation_6precompute(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_stats, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sarray); /* proto */ -static int __pyx_pf_3_sa_11SuffixArray___cinit__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ +static int __pyx_pf_3_sa_11SuffixArray___cinit__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side); /* proto */ static PyObject *__pyx_pf_3_sa_11SuffixArray_2__getitem__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ static PyObject *__pyx_pf_3_sa_11SuffixArray_4getSentId(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ static PyObject *__pyx_pf_3_sa_11SuffixArray_6getSent(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ static PyObject *__pyx_pf_3_sa_11SuffixArray_8getSentPos(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ -static PyObject *__pyx_pf_3_sa_11SuffixArray_10read_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_10read_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_filename, PyObject *__pyx_v_side); /* proto */ static PyObject *__pyx_pf_3_sa_11SuffixArray_12q3sort(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, int __pyx_v_h, struct __pyx_obj_3_sa_IntList *__pyx_v_isa, PyObject *__pyx_v_pad); /* proto */ static PyObject *__pyx_pf_3_sa_11SuffixArray_14write_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ static PyObject *__pyx_pf_3_sa_11SuffixArray_16read_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ @@ -2121,49 +2173,47 @@ static char __pyx_k_8[] = "Requested index %d:%d of %d-length IntList"; static char __pyx_k_9[] = "Illegal key type %s for IntList"; static char __pyx_k_13[] = "%s "; static char __pyx_k_14[] = "\n"; -static char __pyx_k_18[] = "%d "; -static char __pyx_k_22[] = "%s %d "; -static char __pyx_k_24[] = "write_enhanced_handle"; -static char __pyx_k_28[] = "-"; -static char __pyx_k_32[] = "%d-%d "; -static char __pyx_k_39[] = "%d-%d out of bounds (I=%d,J=%d) in line %d\n"; -static char __pyx_k_42[] = ""; -static char __pyx_k_43[] = "Sort error in CLex"; -static char __pyx_k_45[] = " "; -static char __pyx_k_47[] = "%d %f %f "; -static char __pyx_k_49[] = "%d %s "; -static char __pyx_k_53[] = "%s %s %.6f %.6f\n"; -static char __pyx_k_55[] = " ("; -static char __pyx_k_56[] = ")"; -static char __pyx_k_57[] = "Constructing LCP array"; -static char __pyx_k_59[] = "LCP array completed"; -static char __pyx_k_61[] = "[%s,%d]"; -static char __pyx_k_62[] = "[%s]"; -static char __pyx_k_63[] = "\\"; -static char __pyx_k_64[] = " "; -static char __pyx_k_65[] = "Invalid LHS symbol: %d"; -static char __pyx_k_66[] = "%d-%d"; -static char __pyx_k_67[] = " ||| "; -static char __pyx_k_68[] = "precompute_secondary_rank"; -static char __pyx_k_69[] = "train_max_initial_size"; -static char __pyx_k_70[] = "Precomputing frequent intersections"; -static char __pyx_k_72[] = " Computing inverted indexes..."; -static char __pyx_k_74[] = " Computing collocations..."; -static char __pyx_k_76[] = " %d sentences"; -static char __pyx_k_81[] = "X "; -static char __pyx_k_82[] = "ERROR: unexpected pattern %s in set of precomputed collocations"; -static char __pyx_k_83[] = "RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d"; -static char __pyx_k_84[] = "Precomputed collocations for %d patterns out of %d possible (upper bound %d)"; -static char __pyx_k_85[] = "Precomputed inverted index for %d patterns "; -static char __pyx_k_86[] = "Precomputation took %f seconds"; -static char __pyx_k_87[] = " Bucket sort took %f seconds"; -static char __pyx_k_88[] = " Refining, sort depth = %d"; -static char __pyx_k_89[] = " Refinement took %f seconds"; -static char __pyx_k_90[] = " Finalizing sort..."; -static char __pyx_k_92[] = "Suffix array construction took %f seconds"; -static char __pyx_k_93[] = "Unexpected condition found in q3sort: sort from %d to %d"; -static char __pyx_k_98[] = "Sampling strategy: uniform, max sample size = %d"; -static char __pyx_k_99[] = "Sampling strategy: no sampling"; +static char __pyx_k_18[] = " ||| "; +static char __pyx_k_21[] = "%d "; +static char __pyx_k_25[] = "%s %d "; +static char __pyx_k_27[] = "write_enhanced_handle"; +static char __pyx_k_31[] = "-"; +static char __pyx_k_35[] = "%d-%d "; +static char __pyx_k_42[] = "%d-%d out of bounds (I=%d,J=%d) in line %d\n"; +static char __pyx_k_45[] = ""; +static char __pyx_k_46[] = "Sort error in CLex"; +static char __pyx_k_48[] = " "; +static char __pyx_k_50[] = "%d %f %f "; +static char __pyx_k_52[] = "%d %s "; +static char __pyx_k_56[] = "%s %s %.6f %.6f\n"; +static char __pyx_k_58[] = " ("; +static char __pyx_k_59[] = ")"; +static char __pyx_k_60[] = "Constructing LCP array"; +static char __pyx_k_62[] = "LCP array completed"; +static char __pyx_k_64[] = "[%s,%d]"; +static char __pyx_k_65[] = "[%s]"; +static char __pyx_k_66[] = "\\"; +static char __pyx_k_67[] = " "; +static char __pyx_k_68[] = "Invalid LHS symbol: %d"; +static char __pyx_k_69[] = "%d-%d"; +static char __pyx_k_70[] = "precompute_secondary_rank"; +static char __pyx_k_71[] = "train_max_initial_size"; +static char __pyx_k_72[] = "Precomputing frequent intersections"; +static char __pyx_k_74[] = " Computing inverted indexes..."; +static char __pyx_k_76[] = " Computing collocations..."; +static char __pyx_k_78[] = " %d sentences"; +static char __pyx_k_83[] = "X "; +static char __pyx_k_84[] = "ERROR: unexpected pattern %s in set of precomputed collocations"; +static char __pyx_k_85[] = "RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d"; +static char __pyx_k_86[] = "Precomputed collocations for %d patterns out of %d possible (upper bound %d)"; +static char __pyx_k_87[] = "Precomputed inverted index for %d patterns "; +static char __pyx_k_88[] = "Precomputation took %f seconds"; +static char __pyx_k_89[] = " Bucket sort took %f seconds"; +static char __pyx_k_90[] = " Refining, sort depth = %d"; +static char __pyx_k_91[] = " Refinement took %f seconds"; +static char __pyx_k_92[] = " Finalizing sort..."; +static char __pyx_k_94[] = "Suffix array construction took %f seconds"; +static char __pyx_k_95[] = "Unexpected condition found in q3sort: sort from %d to %d"; static char __pyx_k__0[] = "0"; static char __pyx_k__1[] = "1"; static char __pyx_k__e[] = "e"; @@ -2173,39 +2223,41 @@ static char __pyx_k__i[] = "i"; static char __pyx_k__j[] = "j"; static char __pyx_k__r[] = "r"; static char __pyx_k__w[] = "w"; -static char __pyx_k_101[] = "require_aligned_terminal"; -static char __pyx_k_102[] = "require_aligned_chunks"; -static char __pyx_k_103[] = "[X]"; -static char __pyx_k_104[] = "Must specify an alignment object"; -static char __pyx_k_106[] = "Reading precomputed data from file %s... "; -static char __pyx_k_107[] = "Precomputation done with max nonterminals %d, decoder uses %d"; -static char __pyx_k_108[] = "Precomputation done with max terminals %d, decoder uses %d"; -static char __pyx_k_109[] = "Precomputation done with max initial size %d, decoder uses %d"; -static char __pyx_k_110[] = "Precomputation done with min gap size %d, decoder uses %d"; -static char __pyx_k_111[] = "Converting %d hash keys on precomputed inverted index... "; -static char __pyx_k_112[] = "Converting %d hash keys on precomputed collocations... "; -static char __pyx_k_113[] = "Processing precomputations took %f seconds"; -static char __pyx_k_114[] = "{"; - static char __pyx_k_115[] = "("; -static char __pyx_k_116[] = "}"; -static char __pyx_k_117[] = "get_precomputed_collocation"; -static char __pyx_k_118[] = "double binary"; -static char __pyx_k_119[] = "Keyword trie error"; -static char __pyx_k_121[] = "get_all_nodes_isteps_away"; -static char __pyx_k_122[] = "Total time for rule lookup, extraction, and scoring = %f seconds"; -static char __pyx_k_123[] = " Extract time = %f seconds"; -static char __pyx_k_124[] = "No aligned terminals"; -static char __pyx_k_125[] = "Unaligned chunk"; -static char __pyx_k_126[] = "Gaps are not tight phrases"; -static char __pyx_k_127[] = "Inside edges of preceding subphrase are not tight"; -static char __pyx_k_128[] = "Inside edges of following subphrase are not tight"; -static char __pyx_k_129[] = "Subphrase [%d, %d] failed integrity check"; -static char __pyx_k_130[] = "Didn't extract anything from [%d, %d] -> [%d, %d]"; -static char __pyx_k_131[] = "Unable to extract basic phrase"; -static char __pyx_k_134[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/_sa.pyx"; -static char __pyx_k_135[] = "cdec.sa"; -static char __pyx_k_139[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi"; -static char __pyx_k_140[] = "*EPS*"; +static char __pyx_k_100[] = "Sampling strategy: uniform, max sample size = %d"; +static char __pyx_k_101[] = "Sampling strategy: no sampling"; +static char __pyx_k_103[] = "require_aligned_terminal"; +static char __pyx_k_104[] = "require_aligned_chunks"; +static char __pyx_k_105[] = "[X]"; +static char __pyx_k_106[] = "Must specify an alignment object"; +static char __pyx_k_108[] = "Reading precomputed data from file %s... "; +static char __pyx_k_109[] = "Precomputation done with max nonterminals %d, decoder uses %d"; +static char __pyx_k_110[] = "Precomputation done with max terminals %d, decoder uses %d"; +static char __pyx_k_111[] = "Precomputation done with max initial size %d, decoder uses %d"; +static char __pyx_k_112[] = "Precomputation done with min gap size %d, decoder uses %d"; +static char __pyx_k_113[] = "Converting %d hash keys on precomputed inverted index... "; +static char __pyx_k_114[] = "Converting %d hash keys on precomputed collocations... "; +static char __pyx_k_115[] = "Processing precomputations took %f seconds"; +static char __pyx_k_116[] = "{"; + static char __pyx_k_117[] = "("; +static char __pyx_k_118[] = "}"; +static char __pyx_k_119[] = "get_precomputed_collocation"; +static char __pyx_k_120[] = "double binary"; +static char __pyx_k_121[] = "Keyword trie error"; +static char __pyx_k_123[] = "get_all_nodes_isteps_away"; +static char __pyx_k_124[] = "Total time for rule lookup, extraction, and scoring = %f seconds"; +static char __pyx_k_125[] = " Extract time = %f seconds"; +static char __pyx_k_126[] = "No aligned terminals"; +static char __pyx_k_127[] = "Unaligned chunk"; +static char __pyx_k_128[] = "Gaps are not tight phrases"; +static char __pyx_k_129[] = "Inside edges of preceding subphrase are not tight"; +static char __pyx_k_130[] = "Inside edges of following subphrase are not tight"; +static char __pyx_k_131[] = "Subphrase [%d, %d] failed integrity check"; +static char __pyx_k_132[] = "Didn't extract anything from [%d, %d] -> [%d, %d]"; +static char __pyx_k_133[] = "Unable to extract basic phrase"; +static char __pyx_k_136[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/_sa.pyx"; +static char __pyx_k_137[] = "cdec.sa"; +static char __pyx_k_141[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi"; +static char __pyx_k_142[] = "*EPS*"; static char __pyx_k__gc[] = "gc"; static char __pyx_k__sa[] = "sa"; static char __pyx_k___sa[] = "_sa"; @@ -2229,6 +2281,7 @@ static char __pyx_k__info[] = "info"; static char __pyx_k__join[] = "join"; static char __pyx_k__open[] = "open"; static char __pyx_k__seek[] = "seek"; +static char __pyx_k__side[] = "side"; static char __pyx_k__size[] = "size"; static char __pyx_k__skip[] = "skip"; static char __pyx_k__stop[] = "stop"; @@ -2266,6 +2319,7 @@ static char __pyx_k__sample[] = "sample"; static char __pyx_k__sarray[] = "sarray"; static char __pyx_k__scores[] = "scores"; static char __pyx_k__sorted[] = "sorted"; +static char __pyx_k__source[] = "source"; static char __pyx_k__string[] = "string"; static char __pyx_k__unlink[] = "unlink"; static char __pyx_k__advance[] = "advance"; @@ -2334,6 +2388,7 @@ static char __pyx_k__initial_len[] = "initial_len"; static char __pyx_k__next_states[] = "next_states"; static char __pyx_k__precomputed[] = "precomputed"; static char __pyx_k__read_binary[] = "read_binary"; +static char __pyx_k__read_bitext[] = "read_bitext"; static char __pyx_k__sample_size[] = "sample_size"; static char __pyx_k__suffix_link[] = "suffix_link"; static char __pyx_k__use_sent_id[] = "use_sent_id"; @@ -2344,6 +2399,7 @@ static char __pyx_k__StopIteration[] = "StopIteration"; static char __pyx_k__alphabet_size[] = "alphabet_size"; static char __pyx_k__tight_phrases[] = "tight_phrases"; static char __pyx_k__pattern2phrase[] = "pattern2phrase"; +static char __pyx_k__read_text_data[] = "read_text_data"; static char __pyx_k__sym_fromstring[] = "sym_fromstring"; static char __pyx_k__by_slack_factor[] = "by_slack_factor"; static char __pyx_k__get_next_states[] = "get_next_states"; @@ -2362,11 +2418,11 @@ static char __pyx_k__max_target_length[] = "max_target_length"; static char __pyx_k__train_min_gap_size[] = "train_min_gap_size"; static char __pyx_k__pattern2phrase_plus[] = "pattern2phrase_plus"; static PyObject *__pyx_kp_s_1; -static PyObject *__pyx_n_s_101; -static PyObject *__pyx_n_s_102; -static PyObject *__pyx_kp_s_104; +static PyObject *__pyx_kp_s_100; +static PyObject *__pyx_kp_s_101; +static PyObject *__pyx_n_s_103; +static PyObject *__pyx_n_s_104; static PyObject *__pyx_kp_s_106; -static PyObject *__pyx_kp_s_107; static PyObject *__pyx_kp_s_108; static PyObject *__pyx_kp_s_109; static PyObject *__pyx_kp_s_110; @@ -2376,12 +2432,12 @@ static PyObject *__pyx_kp_s_113; static PyObject *__pyx_kp_s_114; static PyObject *__pyx_kp_s_115; static PyObject *__pyx_kp_s_116; -static PyObject *__pyx_n_s_117; +static PyObject *__pyx_kp_s_117; static PyObject *__pyx_kp_s_118; -static PyObject *__pyx_kp_s_119; -static PyObject *__pyx_n_s_121; -static PyObject *__pyx_kp_s_122; -static PyObject *__pyx_kp_s_123; +static PyObject *__pyx_n_s_119; +static PyObject *__pyx_kp_s_120; +static PyObject *__pyx_kp_s_121; +static PyObject *__pyx_n_s_123; static PyObject *__pyx_kp_s_124; static PyObject *__pyx_kp_s_125; static PyObject *__pyx_kp_s_126; @@ -2391,49 +2447,49 @@ static PyObject *__pyx_kp_s_129; static PyObject *__pyx_kp_s_13; static PyObject *__pyx_kp_s_130; static PyObject *__pyx_kp_s_131; -static PyObject *__pyx_kp_s_134; -static PyObject *__pyx_kp_s_135; -static PyObject *__pyx_kp_s_139; +static PyObject *__pyx_kp_s_132; +static PyObject *__pyx_kp_s_133; +static PyObject *__pyx_kp_s_136; +static PyObject *__pyx_kp_s_137; static PyObject *__pyx_kp_s_14; -static PyObject *__pyx_kp_s_140; +static PyObject *__pyx_kp_s_141; +static PyObject *__pyx_kp_s_142; static PyObject *__pyx_kp_s_18; static PyObject *__pyx_kp_s_2; -static PyObject *__pyx_kp_s_22; -static PyObject *__pyx_n_s_24; -static PyObject *__pyx_kp_s_28; +static PyObject *__pyx_kp_s_21; +static PyObject *__pyx_kp_s_25; +static PyObject *__pyx_n_s_27; static PyObject *__pyx_kp_s_3; -static PyObject *__pyx_kp_s_32; -static PyObject *__pyx_kp_s_39; +static PyObject *__pyx_kp_s_31; +static PyObject *__pyx_kp_s_35; static PyObject *__pyx_kp_s_4; static PyObject *__pyx_kp_s_42; -static PyObject *__pyx_kp_s_43; static PyObject *__pyx_kp_s_45; -static PyObject *__pyx_kp_s_47; -static PyObject *__pyx_kp_s_49; +static PyObject *__pyx_kp_s_46; +static PyObject *__pyx_kp_s_48; static PyObject *__pyx_kp_s_5; -static PyObject *__pyx_kp_s_53; -static PyObject *__pyx_kp_s_55; +static PyObject *__pyx_kp_s_50; +static PyObject *__pyx_kp_s_52; static PyObject *__pyx_kp_s_56; -static PyObject *__pyx_kp_s_57; +static PyObject *__pyx_kp_s_58; static PyObject *__pyx_kp_s_59; static PyObject *__pyx_kp_s_6; -static PyObject *__pyx_kp_s_61; +static PyObject *__pyx_kp_s_60; static PyObject *__pyx_kp_s_62; -static PyObject *__pyx_kp_s_63; static PyObject *__pyx_kp_s_64; static PyObject *__pyx_kp_s_65; static PyObject *__pyx_kp_s_66; static PyObject *__pyx_kp_s_67; -static PyObject *__pyx_n_s_68; -static PyObject *__pyx_n_s_69; +static PyObject *__pyx_kp_s_68; +static PyObject *__pyx_kp_s_69; static PyObject *__pyx_kp_s_7; -static PyObject *__pyx_kp_s_70; +static PyObject *__pyx_n_s_70; +static PyObject *__pyx_n_s_71; static PyObject *__pyx_kp_s_72; static PyObject *__pyx_kp_s_74; static PyObject *__pyx_kp_s_76; +static PyObject *__pyx_kp_s_78; static PyObject *__pyx_kp_s_8; -static PyObject *__pyx_kp_s_81; -static PyObject *__pyx_kp_s_82; static PyObject *__pyx_kp_s_83; static PyObject *__pyx_kp_s_84; static PyObject *__pyx_kp_s_85; @@ -2443,10 +2499,10 @@ static PyObject *__pyx_kp_s_88; static PyObject *__pyx_kp_s_89; static PyObject *__pyx_kp_s_9; static PyObject *__pyx_kp_s_90; +static PyObject *__pyx_kp_s_91; static PyObject *__pyx_kp_s_92; -static PyObject *__pyx_kp_s_93; -static PyObject *__pyx_kp_s_98; -static PyObject *__pyx_kp_s_99; +static PyObject *__pyx_kp_s_94; +static PyObject *__pyx_kp_s_95; static PyObject *__pyx_kp_s__0; static PyObject *__pyx_kp_s__1; static PyObject *__pyx_n_s__END_OF_FILE; @@ -2564,7 +2620,9 @@ static PyObject *__pyx_n_s__range; static PyObject *__pyx_n_s__reachable; static PyObject *__pyx_n_s__reachable_buffer; static PyObject *__pyx_n_s__read_binary; +static PyObject *__pyx_n_s__read_bitext; static PyObject *__pyx_n_s__read_text; +static PyObject *__pyx_n_s__read_text_data; static PyObject *__pyx_n_s__res; static PyObject *__pyx_n_s__reset; static PyObject *__pyx_n_s__resource; @@ -2581,9 +2639,11 @@ static PyObject *__pyx_n_s__scores; static PyObject *__pyx_n_s__seek; static PyObject *__pyx_n_s__setdefault; static PyObject *__pyx_n_s__shortest; +static PyObject *__pyx_n_s__side; static PyObject *__pyx_n_s__size; static PyObject *__pyx_n_s__skip; static PyObject *__pyx_n_s__sorted; +static PyObject *__pyx_n_s__source; static PyObject *__pyx_n_s__spanlen; static PyObject *__pyx_n_s__split; static PyObject *__pyx_n_s__start; @@ -2618,8 +2678,8 @@ static PyObject *__pyx_int_10; static PyObject *__pyx_int_20; static PyObject *__pyx_int_1000; static PyObject *__pyx_int_65536; -static PyObject *__pyx_k_38; -static PyObject *__pyx_k_97; +static PyObject *__pyx_k_41; +static PyObject *__pyx_k_99; static PyObject *__pyx_k_tuple_10; static PyObject *__pyx_k_tuple_11; static PyObject *__pyx_k_tuple_12; @@ -2628,49 +2688,51 @@ static PyObject *__pyx_k_tuple_16; static PyObject *__pyx_k_tuple_17; static PyObject *__pyx_k_tuple_19; static PyObject *__pyx_k_tuple_20; -static PyObject *__pyx_k_tuple_21; +static PyObject *__pyx_k_tuple_22; static PyObject *__pyx_k_tuple_23; -static PyObject *__pyx_k_tuple_25; +static PyObject *__pyx_k_tuple_24; static PyObject *__pyx_k_tuple_26; -static PyObject *__pyx_k_tuple_27; +static PyObject *__pyx_k_tuple_28; static PyObject *__pyx_k_tuple_29; static PyObject *__pyx_k_tuple_30; -static PyObject *__pyx_k_tuple_31; +static PyObject *__pyx_k_tuple_32; static PyObject *__pyx_k_tuple_33; static PyObject *__pyx_k_tuple_34; -static PyObject *__pyx_k_tuple_35; static PyObject *__pyx_k_tuple_36; static PyObject *__pyx_k_tuple_37; +static PyObject *__pyx_k_tuple_38; +static PyObject *__pyx_k_tuple_39; static PyObject *__pyx_k_tuple_40; -static PyObject *__pyx_k_tuple_41; +static PyObject *__pyx_k_tuple_43; static PyObject *__pyx_k_tuple_44; -static PyObject *__pyx_k_tuple_46; -static PyObject *__pyx_k_tuple_48; -static PyObject *__pyx_k_tuple_50; +static PyObject *__pyx_k_tuple_47; +static PyObject *__pyx_k_tuple_49; static PyObject *__pyx_k_tuple_51; -static PyObject *__pyx_k_tuple_52; +static PyObject *__pyx_k_tuple_53; static PyObject *__pyx_k_tuple_54; -static PyObject *__pyx_k_tuple_58; -static PyObject *__pyx_k_tuple_60; -static PyObject *__pyx_k_tuple_71; +static PyObject *__pyx_k_tuple_55; +static PyObject *__pyx_k_tuple_57; +static PyObject *__pyx_k_tuple_61; +static PyObject *__pyx_k_tuple_63; static PyObject *__pyx_k_tuple_73; static PyObject *__pyx_k_tuple_75; static PyObject *__pyx_k_tuple_77; -static PyObject *__pyx_k_tuple_78; static PyObject *__pyx_k_tuple_79; static PyObject *__pyx_k_tuple_80; -static PyObject *__pyx_k_tuple_91; -static PyObject *__pyx_k_tuple_94; -static PyObject *__pyx_k_tuple_95; +static PyObject *__pyx_k_tuple_81; +static PyObject *__pyx_k_tuple_82; +static PyObject *__pyx_k_tuple_93; static PyObject *__pyx_k_tuple_96; -static PyObject *__pyx_k_tuple_100; -static PyObject *__pyx_k_tuple_105; -static PyObject *__pyx_k_tuple_120; -static PyObject *__pyx_k_tuple_132; -static PyObject *__pyx_k_tuple_136; -static PyObject *__pyx_k_tuple_137; -static PyObject *__pyx_k_codeobj_133; -static PyObject *__pyx_k_codeobj_138; +static PyObject *__pyx_k_tuple_97; +static PyObject *__pyx_k_tuple_98; +static PyObject *__pyx_k_tuple_102; +static PyObject *__pyx_k_tuple_107; +static PyObject *__pyx_k_tuple_122; +static PyObject *__pyx_k_tuple_134; +static PyObject *__pyx_k_tuple_138; +static PyObject *__pyx_k_tuple_139; +static PyObject *__pyx_k_codeobj_135; +static PyObject *__pyx_k_codeobj_140; /* "_sa.pyx":5 * import gzip @@ -6290,27 +6352,30 @@ static int __pyx_pw_3_sa_9DataArray_1__cinit__(PyObject *__pyx_v_self, PyObject static int __pyx_pw_3_sa_9DataArray_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_from_binary = 0; PyObject *__pyx_v_from_text = 0; + PyObject *__pyx_v_side = 0; int __pyx_v_use_sent_id; int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); { - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__from_binary,&__pyx_n_s__from_text,&__pyx_n_s__use_sent_id,0}; - PyObject* values[3] = {0,0,0}; + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__from_binary,&__pyx_n_s__from_text,&__pyx_n_s__side,&__pyx_n_s__use_sent_id,0}; + PyObject* values[4] = {0,0,0,0}; /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":17 * cdef bint use_sent_id * - * def __cinit__(self, from_binary=None, from_text=None, bint use_sent_id=False): # <<<<<<<<<<<<<< + * def __cinit__(self, from_binary=None, from_text=None, side=None, bint use_sent_id=False): # <<<<<<<<<<<<<< * self.word2id = {"END_OF_FILE":0, "END_OF_LINE":1} * self.id2word = ["END_OF_FILE", "END_OF_LINE"] */ values[0] = ((PyObject *)Py_None); values[1] = ((PyObject *)Py_None); + values[2] = ((PyObject *)Py_None); if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); switch (pos_args) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); @@ -6331,15 +6396,21 @@ static int __pyx_pw_3_sa_9DataArray_1__cinit__(PyObject *__pyx_v_self, PyObject } case 2: if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_sent_id); + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__side); if (value) { values[2] = value; kw_args--; } } + case 3: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_sent_id); + if (value) { values[3] = value; kw_args--; } + } } if (unlikely(kw_args > 0)) { if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); @@ -6349,32 +6420,34 @@ static int __pyx_pw_3_sa_9DataArray_1__cinit__(PyObject *__pyx_v_self, PyObject } __pyx_v_from_binary = values[0]; __pyx_v_from_text = values[1]; - if 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__pyx_L1_error;} + __pyx_t_3 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s____enter__); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_2 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s____enter__); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 60; __pyx_clineno 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__pyx_t_4 = PyObject_GetIter(((PyObject *)__pyx_v_self->data)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_9 = Py_TYPE(__pyx_t_4)->tp_iternext; } @@ -7127,21 +7246,21 @@ static PyObject *__pyx_pf_3_sa_9DataArray_14write_text(struct __pyx_obj_3_sa_Dat #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_1 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_1); __pyx_t_8++; #else - __pyx_t_1 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L7_error;}; + __pyx_t_1 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;}; #endif } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_4)) { if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_4)) break; #if 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__pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyObject_GetAttr(((PyObject *)__pyx_v_self), __pyx_n_s__get_word); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_11); __Pyx_INCREF(__pyx_v_w_id); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_v_w_id); __Pyx_GIVEREF(__pyx_v_w_id); - __pyx_t_12 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_11), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_12 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_11), NULL); if 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= __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_12); PyTuple_SET_ITEM(__pyx_t_12, 0, ((PyObject *)__pyx_t_11)); __Pyx_GIVEREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0; - __pyx_t_11 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_12), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_11 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_12), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_11); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0; @@ -7201,29 +7320,29 @@ static PyObject *__pyx_pf_3_sa_9DataArray_14write_text(struct __pyx_obj_3_sa_Dat } __pyx_L18:; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":61 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":64 * if w_id > 1: * f.write("%s " % self.get_word(w_id)) * 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"/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":65 * f.write("%s " % self.get_word(w_id)) * if w_id == 1: * f.write("\n") # <<<<<<<<<<<<<< * * def read_text(self, char* filename): */ - __pyx_t_11 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_11 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_11); - __pyx_t_12 = PyObject_Call(__pyx_t_11, ((PyObject *)__pyx_k_tuple_15), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_12 = PyObject_Call(__pyx_t_11, ((PyObject *)__pyx_k_tuple_15), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_12); __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; @@ -7244,7 +7363,7 @@ static PyObject *__pyx_pf_3_sa_9DataArray_14write_text(struct __pyx_obj_3_sa_Dat __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0; __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":57 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":60 * * def write_text(self, char* filename): * with open(filename, "w") as f: # <<<<<<<<<<<<<< @@ -7253,11 +7372,11 @@ static PyObject *__pyx_pf_3_sa_9DataArray_14write_text(struct __pyx_obj_3_sa_Dat */ /*except:*/ { __Pyx_AddTraceback("_sa.DataArray.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_12, &__pyx_t_11) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_12, &__pyx_t_11) < 0) {__pyx_filename = 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"/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":130 * num_words = len(self.id2word) - 2 * fwrite(&(num_words), sizeof(int), 1, f) * for word in self.id2word[2:]: # <<<<<<<<<<<<<< * c_word = word * word_len = strlen(c_word) + 1 */ - __pyx_t_1 = __Pyx_PySequence_GetSlice(__pyx_v_self->id2word, 2, PY_SSIZE_T_MAX); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PySequence_GetSlice(__pyx_v_self->id2word, 2, PY_SSIZE_T_MAX); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) { __pyx_t_3 = __pyx_t_1; __Pyx_INCREF(__pyx_t_3); __pyx_t_2 = 0; __pyx_t_4 = NULL; } else { - __pyx_t_2 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext; } @@ -8171,21 +8772,21 @@ static void __pyx_f_3_sa_9DataArray_write_handle(struct __pyx_obj_3_sa_DataArray #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_1 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; #else - __pyx_t_1 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_1 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_3)) { if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_3)) break; #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; #else - __pyx_t_1 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_1 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else { __pyx_t_1 = __pyx_t_4(__pyx_t_3); if (unlikely(!__pyx_t_1)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -8195,17 +8796,17 @@ static void __pyx_f_3_sa_9DataArray_write_handle(struct __pyx_obj_3_sa_DataArray __pyx_v_word = __pyx_t_1; __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":119 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":131 * fwrite(&(num_words), sizeof(int), 1, f) * for word in self.id2word[2:]: * c_word = word # <<<<<<<<<<<<<< * word_len = strlen(c_word) + 1 * fwrite(&(word_len), sizeof(int), 1, f) */ - __pyx_t_5 = PyBytes_AsString(__pyx_v_word); if (unlikely((!__pyx_t_5) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyBytes_AsString(__pyx_v_word); if (unlikely((!__pyx_t_5) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_c_word = __pyx_t_5; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":120 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":132 * for word in 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__pyx_obj_3_sa_DataArray } /* Python wrapper */ -static PyObject *__pyx_pw_3_sa_9DataArray_21write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/ -static PyObject *__pyx_pw_3_sa_9DataArray_21write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) { +static PyObject *__pyx_pw_3_sa_9DataArray_25write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/ +static PyObject *__pyx_pw_3_sa_9DataArray_25write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) { char *__pyx_v_filename; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("write_binary (wrapper)", 0); assert(__pyx_arg_filename); { - __pyx_v_filename = PyBytes_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_filename = PyBytes_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -8260,12 +8861,12 @@ static PyObject *__pyx_pw_3_sa_9DataArray_21write_binary(PyObject *__pyx_v_self, __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_3_sa_9DataArray_20write_binary(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((char *)__pyx_v_filename)); + __pyx_r = __pyx_pf_3_sa_9DataArray_24write_binary(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((char *)__pyx_v_filename)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":124 +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":136 * fwrite(c_word, sizeof(char), word_len, f) * * def write_binary(self, char* filename): # <<<<<<<<<<<<<< @@ -8273,13 +8874,13 @@ static PyObject *__pyx_pw_3_sa_9DataArray_21write_binary(PyObject 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self.write_handle(f) # <<<<<<<<<<<<<< @@ -8297,7 +8898,7 @@ static PyObject *__pyx_pf_3_sa_9DataArray_20write_binary(struct __pyx_obj_3_sa_D */ ((struct __pyx_vtabstruct_3_sa_DataArray *)__pyx_v_self->__pyx_vtab)->write_handle(__pyx_v_self, __pyx_v_f); - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":128 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":140 * f = fopen(filename, "w") * self.write_handle(f) * fclose(f) # <<<<<<<<<<<<<< @@ -8313,17 +8914,17 @@ static PyObject *__pyx_pf_3_sa_9DataArray_20write_binary(struct __pyx_obj_3_sa_D } /* Python wrapper */ -static PyObject *__pyx_pw_3_sa_9DataArray_23write_enhanced_handle(PyObject *__pyx_v_self, PyObject *__pyx_v_f); /*proto*/ -static PyObject *__pyx_pw_3_sa_9DataArray_23write_enhanced_handle(PyObject *__pyx_v_self, PyObject *__pyx_v_f) { +static PyObject *__pyx_pw_3_sa_9DataArray_27write_enhanced_handle(PyObject *__pyx_v_self, PyObject *__pyx_v_f); /*proto*/ +static PyObject *__pyx_pw_3_sa_9DataArray_27write_enhanced_handle(PyObject *__pyx_v_self, PyObject *__pyx_v_f) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("write_enhanced_handle (wrapper)", 0); - __pyx_r = __pyx_pf_3_sa_9DataArray_22write_enhanced_handle(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_f)); + __pyx_r = __pyx_pf_3_sa_9DataArray_26write_enhanced_handle(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_f)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":130 +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":142 * fclose(f) * * def write_enhanced_handle(self, f): # <<<<<<<<<<<<<< @@ -8331,7 +8932,7 @@ static PyObject *__pyx_pw_3_sa_9DataArray_23write_enhanced_handle(PyObject *__py * f.write("%d " %i) */ -static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject 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= 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(((PyObject *)__pyx_v_self->data)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; } @@ -8368,21 +8969,21 @@ static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_o #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; #else - __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) { if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break; #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; #else - __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else { __pyx_t_4 = __pyx_t_3(__pyx_t_1); if (unlikely(!__pyx_t_4)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ 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__pyx_L1_error;} + __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_21), __pyx_v_i); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_5)); - __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_5)); __Pyx_GIVEREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; - __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; @@ -8416,21 +9017,21 @@ static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_o } __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":133 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":145 * for i in self.data: * f.write("%d " %i) * f.write("\n") # <<<<<<<<<<<<<< * for i in self.sent_index: * f.write("%d " %i) */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_19), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_22), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":134 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":146 * f.write("%d " %i) * f.write("\n") * for i in self.sent_index: # <<<<<<<<<<<<<< @@ -8441,7 +9042,7 @@ static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_o __pyx_t_5 = ((PyObject *)__pyx_v_self->sent_index); __Pyx_INCREF(__pyx_t_5); __pyx_t_2 = 0; __pyx_t_3 = NULL; } else { - __pyx_t_2 = -1; __pyx_t_5 = PyObject_GetIter(((PyObject *)__pyx_v_self->sent_index)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = -1; __pyx_t_5 = PyObject_GetIter(((PyObject *)__pyx_v_self->sent_index)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __pyx_t_3 = Py_TYPE(__pyx_t_5)->tp_iternext; } @@ -8451,21 +9052,21 @@ static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_o #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_1 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; #else - __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_5)) { if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_5)) break; #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; #else - __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else { __pyx_t_1 = __pyx_t_3(__pyx_t_5); if (unlikely(!__pyx_t_1)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -8475,23 +9076,23 @@ static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_o __pyx_v_i = __pyx_t_1; __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":135 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":147 * f.write("\n") * for i in self.sent_index: * f.write("%d " %i) # <<<<<<<<<<<<<< * f.write("\n") * for i in self.sent_id: */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_6 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_18), __pyx_v_i); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_21), __pyx_v_i); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_6)); - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_t_6)); __Pyx_GIVEREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __pyx_t_6 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; @@ -8499,21 +9100,21 @@ static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_o } __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":136 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":148 * for i in self.sent_index: * f.write("%d " %i) * f.write("\n") # <<<<<<<<<<<<<< * for i in self.sent_id: * f.write("%d " %i) */ - __pyx_t_5 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 148; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_k_tuple_20), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_k_tuple_23), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 148; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":137 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":149 * f.write("%d " %i) * f.write("\n") * for i in self.sent_id: # <<<<<<<<<<<<<< @@ -8524,7 +9125,7 @@ static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_o __pyx_t_6 = ((PyObject *)__pyx_v_self->sent_id); __Pyx_INCREF(__pyx_t_6); __pyx_t_2 = 0; __pyx_t_3 = NULL; } else { - __pyx_t_2 = -1; __pyx_t_6 = PyObject_GetIter(((PyObject *)__pyx_v_self->sent_id)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = -1; __pyx_t_6 = PyObject_GetIter(((PyObject *)__pyx_v_self->sent_id)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __pyx_t_3 = Py_TYPE(__pyx_t_6)->tp_iternext; } @@ -8534,21 +9135,21 @@ static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_o #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_5 = PyList_GET_ITEM(__pyx_t_6, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_6, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_5 = PySequence_ITEM(__pyx_t_6, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_6)) { if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_6)) break; #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_6, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_6, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_5 = PySequence_ITEM(__pyx_t_6, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else { __pyx_t_5 = __pyx_t_3(__pyx_t_6); if (unlikely(!__pyx_t_5)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -8558,23 +9159,23 @@ static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_o __pyx_v_i = __pyx_t_5; __pyx_t_5 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":138 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":150 * f.write("\n") * for i in self.sent_id: * f.write("%d " %i) # <<<<<<<<<<<<<< * f.write("\n") * for word in self.id2word: */ - __pyx_t_5 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_18), __pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_21), __pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_4)); - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_4)); __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; - __pyx_t_4 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; @@ -8582,21 +9183,21 @@ static PyObject *__pyx_pf_3_sa_9DataArray_22write_enhanced_handle(struct __pyx_o } __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":139 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":151 * for i in self.sent_id: * f.write("%d " %i) * f.write("\n") # <<<<<<<<<<<<<< * for word in self.id2word: * f.write("%s %d " % (word, self.word2id[word])) */ - __pyx_t_6 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __pyx_t_4 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_k_tuple_21), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_k_tuple_24), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":140 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":152 * f.write("%d " %i) * f.write("\n") * for word in self.id2word: # 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(unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_6 = PySequence_ITEM(__pyx_t_4, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_4)) { if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_4)) break; #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_2); __Pyx_INCREF(__pyx_t_6); __pyx_t_2++; #else - __pyx_t_6 = PySequence_ITEM(__pyx_t_4, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_6 = PySequence_ITEM(__pyx_t_4, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else { __pyx_t_6 = __pyx_t_3(__pyx_t_4); if 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__pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_INCREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_2); @@ -8850,11 +9451,11 @@ static PyObject *__pyx_pf_3_sa_9DataArray_24write_enhanced(struct __pyx_obj_3_sa __Pyx_GIVEREF(__pyx_t_4); __pyx_t_10 = PyObject_Call(__pyx_t_3, __pyx_t_8, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __Pyx_GOTREF(__pyx_t_10); __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_10); __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __pyx_t_11 = (!__pyx_t_9); if (__pyx_t_11) { __Pyx_GIVEREF(__pyx_t_2); @@ -8862,7 +9463,7 @@ static PyObject *__pyx_pf_3_sa_9DataArray_24write_enhanced(struct __pyx_obj_3_sa __Pyx_GIVEREF(__pyx_t_4); __Pyx_ErrRestore(__pyx_t_2, __pyx_t_1, __pyx_t_4); __pyx_t_2 = 0; __pyx_t_1 = 0; __pyx_t_4 = 0; - {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + {__pyx_filename = __pyx_f[3]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} goto __pyx_L18; } __pyx_L18:; @@ -8888,13 +9489,13 @@ static PyObject *__pyx_pf_3_sa_9DataArray_24write_enhanced(struct __pyx_obj_3_sa } /*finally:*/ { if (__pyx_t_3) { - __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_25, NULL); + __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_28, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_7); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - if (unlikely(__pyx_t_11 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__pyx_t_11 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } } goto __pyx_L19; @@ -9350,7 +9951,7 @@ static int __pyx_pf_3_sa_9Alignment_4__cinit__(struct __pyx_obj_3_sa_Alignment * * self.sent_index = IntList(1000,1000) * if from_binary: */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_k_tuple_26), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_k_tuple_29), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_GIVEREF(__pyx_t_1); __Pyx_GOTREF(__pyx_v_self->links); @@ -9365,7 +9966,7 @@ static int __pyx_pf_3_sa_9Alignment_4__cinit__(struct __pyx_obj_3_sa_Alignment * * if from_binary: * self.read_binary(from_binary) */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_k_tuple_27), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_k_tuple_30), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_GIVEREF(__pyx_t_1); __Pyx_GOTREF(__pyx_v_self->sent_index); @@ -9687,7 +10288,7 @@ static PyObject *__pyx_pf_3_sa_9Alignment_6read_text(struct __pyx_obj_3_sa_Align */ __pyx_t_3 = PyObject_GetAttr(__pyx_v_pair, __pyx_n_s__split); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_12 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_k_tuple_29), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_12 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_k_tuple_32), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_12); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L7_error;} @@ -9871,7 +10472,7 @@ static PyObject *__pyx_pf_3_sa_9Alignment_6read_text(struct __pyx_obj_3_sa_Align } /*finally:*/ { if (__pyx_t_4) { - __pyx_t_7 = PyObject_Call(__pyx_t_4, __pyx_k_tuple_30, NULL); + __pyx_t_7 = PyObject_Call(__pyx_t_4, __pyx_k_tuple_33, NULL); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); @@ -10174,7 +10775,7 @@ static PyObject *__pyx_pf_3_sa_9Alignment_10write_text(struct __pyx_obj_3_sa_Ali */ __pyx_t_10 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_10); - __pyx_t_2 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_k_tuple_31), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_k_tuple_34), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -10213,7 +10814,7 @@ static PyObject *__pyx_pf_3_sa_9Alignment_10write_text(struct __pyx_obj_3_sa_Ali __Pyx_GOTREF(__pyx_t_13); __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0; - __pyx_t_12 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_32), __pyx_t_13); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_12 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_35), __pyx_t_13); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_12)); __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0; __pyx_t_13 = PyTuple_New(1); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L7_error;} @@ -10239,7 +10840,7 @@ static PyObject *__pyx_pf_3_sa_9Alignment_10write_text(struct __pyx_obj_3_sa_Ali */ __pyx_t_4 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_33), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_36), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; @@ -10320,7 +10921,7 @@ static PyObject *__pyx_pf_3_sa_9Alignment_10write_text(struct __pyx_obj_3_sa_Ali } /*finally:*/ { if (__pyx_t_3) { - __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_34, NULL); + __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_37, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); @@ -10591,7 +11192,7 @@ static PyObject *__pyx_pf_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_3_sa */ __pyx_t_1 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_18), __pyx_v_link); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_21), __pyx_v_link); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_10); @@ -10615,7 +11216,7 @@ static PyObject *__pyx_pf_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_3_sa */ __pyx_t_4 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_35), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_38), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -10674,7 +11275,7 @@ static PyObject *__pyx_pf_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_3_sa */ __pyx_t_4 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_10 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_18), __pyx_v_i); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_10 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_21), __pyx_v_i); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_10)); __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); @@ -10698,7 +11299,7 @@ static PyObject *__pyx_pf_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_3_sa */ __pyx_t_2 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_10 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_36), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_10 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_39), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_10); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; @@ -10777,7 +11378,7 @@ static PyObject *__pyx_pf_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_3_sa } /*finally:*/ { if (__pyx_t_3) { - __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_37, NULL); + __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_40, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); @@ -11269,7 +11870,7 @@ static int __pyx_pw_3_sa_5BiLex_1__cinit__(PyObject *__pyx_v_self, PyObject *__p * self.id2eword = [] */ values[0] = ((PyObject *)Py_None); - values[1] = __pyx_k_38; + values[1] = __pyx_k_41; values[2] = ((PyObject *)Py_None); /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":55 @@ -12220,7 +12821,7 @@ static PyObject *__pyx_f_3_sa_5BiLex_compute_from_data(struct __pyx_obj_3_sa_BiL __pyx_t_5 = 0; __pyx_t_11 = 0; __pyx_t_12 = 0; - __pyx_t_12 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_39), ((PyObject *)__pyx_t_13)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_42), ((PyObject *)__pyx_t_13)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_12)); __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0; __pyx_t_13 = PyTuple_New(1); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -14311,7 +14912,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_10read_text(struct __pyx_obj_3_sa_BiLex *_ */ __pyx_t_12 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__seek); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_12); - __pyx_t_1 = PyObject_Call(__pyx_t_12, ((PyObject *)__pyx_k_tuple_40), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_12, ((PyObject *)__pyx_k_tuple_43), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; @@ -14642,7 +15243,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_10read_text(struct __pyx_obj_3_sa_BiLex *_ } /*finally:*/ { if (__pyx_t_4) { - __pyx_t_7 = PyObject_Call(__pyx_t_4, __pyx_k_tuple_41, NULL); + __pyx_t_7 = PyObject_Call(__pyx_t_4, __pyx_k_tuple_44, NULL); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); @@ -14714,7 +15315,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_10read_text(struct __pyx_obj_3_sa_BiLex *_ */ __pyx_t_20 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_20 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_24 = __Pyx_PyInt_AsInt(__pyx_v_j); if (unlikely((__pyx_t_24 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_3 = ((PyObject *)__pyx_kp_s_42); + __pyx_t_3 = ((PyObject *)__pyx_kp_s_45); __Pyx_INCREF(__pyx_t_3); __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->qsort(__pyx_v_self, __pyx_t_20, __pyx_t_24, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); @@ -14937,7 +15538,7 @@ static PyObject *__pyx_f_3_sa_5BiLex_qsort(struct __pyx_obj_3_sa_BiLex *__pyx_v_ * if i == j: #empty interval * return */ - __pyx_t_2 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_k_tuple_44), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_k_tuple_47), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_Raise(__pyx_t_2, 0, 0, 0); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -15094,7 +15695,7 @@ static PyObject *__pyx_f_3_sa_5BiLex_qsort(struct __pyx_obj_3_sa_BiLex *__pyx_v_ * self.qsort(p+1,j, pad+" ") * */ - __pyx_t_2 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_45)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_48)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_4 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->qsort(__pyx_v_self, __pyx_v_i, __pyx_v_p, __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); @@ -15108,7 +15709,7 @@ static PyObject *__pyx_f_3_sa_5BiLex_qsort(struct __pyx_obj_3_sa_BiLex *__pyx_v_ * * */ - __pyx_t_4 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_45)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_48)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->qsort(__pyx_v_self, (__pyx_v_p + 1), __pyx_v_j, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); @@ -15280,7 +15881,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiL */ __pyx_t_1 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_18), __pyx_v_i); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_21), __pyx_v_i); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_10); @@ -15304,7 +15905,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiL */ __pyx_t_4 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 367; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_46), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 367; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_49), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 367; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -15450,7 +16051,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiL __Pyx_INCREF(__pyx_v_s2); PyTuple_SET_ITEM(__pyx_t_11, 2, __pyx_v_s2); __Pyx_GIVEREF(__pyx_v_s2); - __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_47), ((PyObject *)__pyx_t_11)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_50), ((PyObject *)__pyx_t_11)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0; __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L7_error;} @@ -15475,7 +16076,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiL */ __pyx_t_2 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_48), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_51), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; @@ -15552,7 +16153,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiL __Pyx_INCREF(__pyx_v_w); PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_w); __Pyx_GIVEREF(__pyx_v_w); - __pyx_t_10 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_49), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_10 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_52), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_10)); __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L7_error;} @@ -15578,7 +16179,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiL */ __pyx_t_1 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_50), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_53), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -15655,7 +16256,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiL __Pyx_INCREF(__pyx_v_w); PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_w); __Pyx_GIVEREF(__pyx_v_w); - __pyx_t_11 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_49), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_11 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_52), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_11)); __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L7_error;} @@ -15681,7 +16282,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiL */ __pyx_t_2 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_51), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_54), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; @@ -15762,7 +16363,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiL } /*finally:*/ { if (__pyx_t_3) { - __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_52, NULL); + __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_55, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); @@ -16448,7 +17049,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_16write_text(struct __pyx_obj_3_sa_BiLex * __Pyx_GIVEREF(__pyx_v_score2); __pyx_t_4 = 0; __pyx_t_2 = 0; - __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_53), ((PyObject *)__pyx_t_12)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_56), ((PyObject *)__pyx_t_12)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0; __pyx_t_12 = PyTuple_New(1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L7_error;} @@ -16551,7 +17152,7 @@ static PyObject *__pyx_pf_3_sa_5BiLex_16write_text(struct __pyx_obj_3_sa_BiLex * } /*finally:*/ { if (__pyx_t_3) { - __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_54, NULL); + __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_57, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); @@ -17543,7 +18144,7 @@ static 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PyDict_GetItem(__pyx_kwds, __pyx_n_s__side); + if (value) { values[2] = value; kw_args--; } + } } if (unlikely(kw_args > 0)) { if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); case 0: break; @@ -30621,21 +31231,22 @@ static int __pyx_pw_3_sa_11SuffixArray_1__cinit__(PyObject *__pyx_v_self, PyObje } __pyx_v_from_binary = values[0]; __pyx_v_from_text = values[1]; + __pyx_v_side = values[2]; } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[13]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[13]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_sa.SuffixArray.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return -1; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_3_sa_11SuffixArray___cinit__(((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_self), __pyx_v_from_binary, __pyx_v_from_text); + __pyx_r = __pyx_pf_3_sa_11SuffixArray___cinit__(((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_self), __pyx_v_from_binary, __pyx_v_from_text, __pyx_v_side); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static int __pyx_pf_3_sa_11SuffixArray___cinit__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text) { +static int __pyx_pf_3_sa_11SuffixArray___cinit__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, 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__pyx_L5_argtuple_error; + case 1: + if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__side)) != 0)) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("read_text", 1, 2, 2, 1); {__pyx_filename = __pyx_f[13]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "read_text") < 0)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else if (PyTuple_GET_SIZE(__pyx_args) != 2) { + goto __pyx_L5_argtuple_error; + } else { + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + } + __pyx_v_filename = values[0]; + __pyx_v_side = values[1]; } goto __pyx_L4_argument_unpacking_done; + __pyx_L5_argtuple_error:; + __Pyx_RaiseArgtupleInvalid("read_text", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[13]; __pyx_lineno = 32; 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*__pyx_pf_3_sa_11SuffixArray_10read_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename) { +static PyObject *__pyx_pf_3_sa_11SuffixArray_10read_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_filename, PyObject *__pyx_v_side) { int __pyx_v_V; int __pyx_v_N; int __pyx_v_i; @@ -31092,16 +31741,14 @@ static PyObject *__pyx_pf_3_sa_11SuffixArray_10read_text(struct __pyx_obj_3_sa_S /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":38 * cdef IntList isa, word_count * - * self.darray = DataArray(from_text=filename, use_sent_id=True) # <<<<<<<<<<<<<< + * self.darray = DataArray(from_text=filename, side=side, use_sent_id=True) # <<<<<<<<<<<<<< * N = len(self.darray) * V = len(self.darray.id2word) */ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = 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= 0; @@ -31799,9 +32446,9 @@ static PyObject *__pyx_pf_3_sa_11SuffixArray_10read_text(struct __pyx_obj_3_sa_S __Pyx_GOTREF(__pyx_t_10); __pyx_t_11 = PyTuple_New(2); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_11); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_92)); - PyTuple_SET_ITEM(__pyx_t_11, 0, ((PyObject *)__pyx_kp_s_92)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_92)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_94)); + PyTuple_SET_ITEM(__pyx_t_11, 0, ((PyObject *)__pyx_kp_s_94)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_94)); PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_t_10); __Pyx_GIVEREF(__pyx_t_10); __pyx_t_10 = 0; @@ -31844,7 +32491,7 @@ static PyObject *__pyx_pw_3_sa_11SuffixArray_13q3sort(PyObject *__pyx_v_self, Py { static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__i,&__pyx_n_s__j,&__pyx_n_s__h,&__pyx_n_s__isa,&__pyx_n_s__pad,0}; PyObject* values[5] = {0,0,0,0,0}; - values[4] = ((PyObject *)__pyx_kp_s_42); + values[4] = ((PyObject *)__pyx_kp_s_45); if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); @@ -31980,7 +32627,7 @@ static PyObject *__pyx_pf_3_sa_11SuffixArray_12q3sort(struct __pyx_obj_3_sa_Suff __Pyx_GIVEREF(__pyx_t_3); __pyx_t_2 = 0; __pyx_t_3 = 0; - __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_93), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_95), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -32339,7 +32986,7 @@ static PyObject *__pyx_pf_3_sa_11SuffixArray_12q3sort(struct __pyx_obj_3_sa_Suff __Pyx_GOTREF(__pyx_t_2); __pyx_t_6 = PyInt_FromLong(__pyx_v_h); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __pyx_t_7 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_45)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_48)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __pyx_t_8 = PyTuple_New(5); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); @@ -32421,7 +33068,7 @@ static PyObject *__pyx_pf_3_sa_11SuffixArray_12q3sort(struct __pyx_obj_3_sa_Suff __Pyx_GOTREF(__pyx_t_3); __pyx_t_6 = PyInt_FromLong(__pyx_v_h); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __pyx_t_2 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_45)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_48)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_4 = PyTuple_New(5); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); @@ -32811,7 +33458,7 @@ static PyObject *__pyx_pf_3_sa_11SuffixArray_20write_enhanced(struct __pyx_obj_3 * for a_i in self.sa: * f.write("%d " % a_i) */ - __pyx_t_4 = PyObject_GetAttr(((PyObject *)__pyx_v_self->darray), __pyx_n_s_24); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_4 = PyObject_GetAttr(((PyObject *)__pyx_v_self->darray), __pyx_n_s_27); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); @@ -32878,7 +33525,7 @@ static PyObject *__pyx_pf_3_sa_11SuffixArray_20write_enhanced(struct __pyx_obj_3 */ __pyx_t_1 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_18), __pyx_v_a_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_21), __pyx_v_a_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_4)); __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_10); @@ -32902,7 +33549,7 @@ static PyObject *__pyx_pf_3_sa_11SuffixArray_20write_enhanced(struct __pyx_obj_3 */ __pyx_t_2 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_94), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_96), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; @@ -32961,7 +33608,7 @@ static PyObject *__pyx_pf_3_sa_11SuffixArray_20write_enhanced(struct __pyx_obj_3 */ __pyx_t_2 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_10 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_18), __pyx_v_w_i); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_10 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_21), __pyx_v_w_i); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_10)); __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); @@ -32985,7 +33632,7 @@ static PyObject *__pyx_pf_3_sa_11SuffixArray_20write_enhanced(struct __pyx_obj_3 */ __pyx_t_4 = PyObject_GetAttr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_10 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_95), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_10 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_97), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_10); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; @@ -33064,7 +33711,7 @@ static PyObject *__pyx_pf_3_sa_11SuffixArray_20write_enhanced(struct __pyx_obj_3 } /*finally:*/ { if (__pyx_t_3) { - __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_96, NULL); + __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_98, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); @@ -34267,7 +34914,7 @@ static int __pyx_pw_3_sa_9TrieTable_1__cinit__(PyObject *__pyx_v_self, PyObject { static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__extended,0}; PyObject* values[1] = {0}; - values[0] = __pyx_k_97; + values[0] = __pyx_k_99; if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); @@ -35014,9 +35661,9 @@ static int __pyx_pf_3_sa_7Sampler___cinit__(struct __pyx_obj_3_sa_Sampler *__pyx __Pyx_GOTREF(__pyx_t_2); __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_98)); - PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_kp_s_98)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_98)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_100)); + PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_kp_s_100)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_100)); PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; @@ -35041,7 +35688,7 @@ static int __pyx_pf_3_sa_7Sampler___cinit__(struct __pyx_obj_3_sa_Sampler *__pyx __pyx_t_4 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s__info); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_100), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_102), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -35829,7 +36476,7 @@ static int __pyx_pw_3_sa_23HieroCachingRuleFactory_1__cinit__(PyObject *__pyx_v_ __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); { - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__alignment,&__pyx_n_s__by_slack_factor,&__pyx_n_s__category,&__pyx_n_s__max_chunks,&__pyx_n_s__max_initial_size,&__pyx_n_s__max_length,&__pyx_n_s__max_nonterminals,&__pyx_n_s__max_target_chunks,&__pyx_n_s__max_target_length,&__pyx_n_s__min_gap_size,&__pyx_n_s__precompute_file,&__pyx_n_s_68,&__pyx_n_s__precompute_rank,&__pyx_n_s_101,&__pyx_n_s_102,&__pyx_n_s_69,&__pyx_n_s__train_min_gap_size,&__pyx_n_s__tight_phrases,&__pyx_n_s__use_baeza_yates,&__pyx_n_s__use_collocations,&__pyx_n_s__use_index,0}; + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__alignment,&__pyx_n_s__by_slack_factor,&__pyx_n_s__category,&__pyx_n_s__max_chunks,&__pyx_n_s__max_initial_size,&__pyx_n_s__max_length,&__pyx_n_s__max_nonterminals,&__pyx_n_s__max_target_chunks,&__pyx_n_s__max_target_length,&__pyx_n_s__min_gap_size,&__pyx_n_s__precompute_file,&__pyx_n_s_70,&__pyx_n_s__precompute_rank,&__pyx_n_s_103,&__pyx_n_s_104,&__pyx_n_s_71,&__pyx_n_s__train_min_gap_size,&__pyx_n_s__tight_phrases,&__pyx_n_s__use_baeza_yates,&__pyx_n_s__use_collocations,&__pyx_n_s__use_index,0}; PyObject* values[21] = {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0}; /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":257 @@ -35952,7 +36599,7 @@ static int __pyx_pw_3_sa_23HieroCachingRuleFactory_1__cinit__(PyObject *__pyx_v_ } case 11: if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_68); + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_70); if (value) { values[11] = value; kw_args--; } } case 12: @@ -35962,17 +36609,17 @@ static int __pyx_pw_3_sa_23HieroCachingRuleFactory_1__cinit__(PyObject *__pyx_v_ } case 13: if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_101); + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_103); if (value) { values[13] = value; kw_args--; } } case 14: if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_102); + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_104); if (value) { values[14] = value; kw_args--; } } case 15: if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_69); + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_71); if (value) { values[15] = value; kw_args--; } } case 16: @@ -36048,7 +36695,7 @@ static int __pyx_pw_3_sa_23HieroCachingRuleFactory_1__cinit__(PyObject *__pyx_v_ if (values[2]) { __pyx_v_category = PyBytes_AsString(values[2]); if (unlikely((!__pyx_v_category) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 255; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } else { - __pyx_v_category = ((char *)__pyx_k_103); + __pyx_v_category = ((char *)__pyx_k_105); } __pyx_v_max_chunks = values[3]; if (values[4]) { @@ -36275,7 +36922,7 @@ static int __pyx_pf_3_sa_23HieroCachingRuleFactory___cinit__(struct __pyx_obj_3_ * self.alignment = alignment * */ - __pyx_t_2 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_k_tuple_105), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_k_tuple_107), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_Raise(__pyx_t_2, 0, 0, 0); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -37756,9 +38403,9 @@ static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __py __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_106)); - PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_kp_s_106)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_106)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_108)); + PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_kp_s_108)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_108)); __Pyx_INCREF(__pyx_v_self->precompute_file); PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_v_self->precompute_file); __Pyx_GIVEREF(__pyx_v_self->precompute_file); @@ -37812,9 +38459,9 @@ static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __py __Pyx_GOTREF(__pyx_t_3); __pyx_t_5 = PyTuple_New(3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 426; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_107)); - PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_kp_s_107)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_107)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_109)); + PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_kp_s_109)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_109)); PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_t_3); @@ -37858,9 +38505,9 @@ static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __py __Pyx_GOTREF(__pyx_t_4); __pyx_t_2 = PyTuple_New(3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_108)); - PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_kp_s_108)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_108)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_110)); + PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_kp_s_110)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_110)); PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_2, 2, __pyx_t_4); @@ -37905,7 +38552,7 @@ static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __py __Pyx_GIVEREF(__pyx_t_2); __pyx_t_4 = 0; __pyx_t_2 = 0; - __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_109), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_111), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -37952,7 +38599,7 @@ static PyObject 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__pyx_f[8]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_111)); - PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_kp_s_111)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_111)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_113)); + PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_kp_s_113)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_113)); PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = 0; @@ -38153,9 +38800,9 @@ static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __py __Pyx_GOTREF(__pyx_t_5); __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_112)); - PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_kp_s_112)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_112)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_114)); + PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_kp_s_114)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_114)); PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = 0; @@ -38259,9 +38906,9 @@ static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __py __Pyx_GOTREF(__pyx_t_5); __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_113)); - PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_kp_s_113)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_113)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_115)); + PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_kp_s_115)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_115)); PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = 0; @@ -40981,8 +41628,8 @@ static PyObject 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyNumber_Add(__pyx_v_result, ((PyObject *)__pyx_kp_s_118)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 800; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_v_result); __pyx_v_result = __pyx_t_2; @@ -41194,7 +41841,7 @@ static struct __pyx_obj_3_sa_PhraseLocation *__pyx_f_3_sa_23HieroCachingRuleFact * if result is not None: * intersect_method = "precomputed" */ - __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_self), __pyx_n_s_117); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_self), __pyx_n_s_119); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); @@ -41272,9 +41919,9 @@ static struct __pyx_obj_3_sa_PhraseLocation *__pyx_f_3_sa_23HieroCachingRuleFact * else: * result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, MERGE) */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_118)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_120)); __Pyx_XDECREF(__pyx_v_intersect_method); - __pyx_v_intersect_method = ((PyObject *)__pyx_kp_s_118); + __pyx_v_intersect_method = ((PyObject *)__pyx_kp_s_120); goto __pyx_L5; } /*else*/ { @@ -43798,14 +44445,14 @@ static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_23input(PyObject *__pyx */ static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_22input(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_models) { - struct __pyx_obj_3_sa___pyx_scope_struct_2_input *__pyx_cur_scope; + struct __pyx_obj_3_sa___pyx_scope_struct_4_input 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((struct __pyx_obj_3_sa___pyx_scope_struct_2_input *)__pyx_generator->closure); + struct __pyx_obj_3_sa___pyx_scope_struct_4_input *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_4_input *)__pyx_generator->closure); PyObject *__pyx_r = NULL; Py_ssize_t __pyx_t_1; PyObject *__pyx_t_2 = NULL; @@ -44879,7 +45526,7 @@ static PyObject *__pyx_gb_3_sa_23HieroCachingRuleFactory_24generator2(__pyx_Gene * # checking whether lookup_required * if lookup_required: */ - __pyx_t_3 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_k_tuple_120), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_k_tuple_122), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -46643,7 +47290,7 @@ static PyObject *__pyx_gb_3_sa_23HieroCachingRuleFactory_24generator2(__pyx_Gene * nodes_isteps_away_buffer[key] = frontier_nodes * */ - __pyx_t_10 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_121); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_123); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_10); __pyx_t_9 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->min_gap_size); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); @@ -46907,9 +47554,9 @@ static PyObject *__pyx_gb_3_sa_23HieroCachingRuleFactory_24generator2(__pyx_Gene __Pyx_DECREF(__pyx_t_12); 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((PyObject *)__pyx_kp_s_123)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_123)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_125)); + PyTuple_SET_ITEM(__pyx_t_15, 0, ((PyObject *)__pyx_kp_s_125)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_125)); PyTuple_SET_ITEM(__pyx_t_15, 1, __pyx_t_14); __Pyx_GIVEREF(__pyx_t_14); __pyx_t_14 = 0; @@ -49754,8 +50401,8 @@ static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract(struct __pyx_obj * * for i from 0 <= i < e_sent_len: */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_42)); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_42); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_45)); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_45); /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1446 * reason_for_failure = "" @@ -50129,9 +50776,9 @@ static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract(struct __pyx_obj * met_constraints = 0 * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_124)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_126)); __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_124); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_126); /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1486 * if num_aligned_chunks == 0: @@ -50167,9 +50814,9 @@ static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract(struct __pyx_obj * met_constraints = 0 * */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_125)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_127)); __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_125); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_127); /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1489 * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: @@ -50227,9 +50874,9 @@ static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract(struct __pyx_obj * met_constraints = 0 * break */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_126)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_128)); __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_126); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_128); /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1496 * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: @@ -50269,9 +50916,9 @@ static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract(struct __pyx_obj * met_constraints = 0 * break */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_126)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_128)); __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_126); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_128); /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1500 * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: @@ -50483,9 +51130,9 @@ static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract(struct __pyx_obj * else: * gap_start = 1 */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_127)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_129)); __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_127); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_129); goto __pyx_L38; } __pyx_L38:; @@ -50681,9 +51328,9 @@ static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract(struct __pyx_obj * else: * if self.tight_phrases and f_links_low[f_high-1] == -1: */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_128)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_130)); __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_128); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_130); goto __pyx_L45; } __pyx_L45:; @@ -50801,7 +51448,7 @@ static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract(struct __pyx_obj __Pyx_GIVEREF(__pyx_t_1); __pyx_t_10 = 0; __pyx_t_1 = 0; - __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_129), ((PyObject *)__pyx_t_2)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1565; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_131), ((PyObject *)__pyx_t_2)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1565; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_v_reason_for_failure); @@ -51117,7 +51764,7 @@ static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract(struct __pyx_obj __pyx_t_2 = 0; __pyx_t_1 = 0; __pyx_t_14 = 0; - __pyx_t_14 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_130), ((PyObject *)__pyx_t_15)); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1595; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_14 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_132), ((PyObject *)__pyx_t_15)); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1595; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_14)); __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0; __Pyx_DECREF(__pyx_v_reason_for_failure); @@ -53335,9 +53982,9 @@ static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract(struct __pyx_obj * * free(sent_links) */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_131)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_133)); __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_131); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_133); } __pyx_L34:; goto __pyx_L33; @@ -54631,10 +55278,12 @@ static PyMethodDef __pyx_methods_3_sa_DataArray[] = { {__Pyx_NAMESTR("get_word"), (PyCFunction)__pyx_pw_3_sa_9DataArray_13get_word, METH_O, __Pyx_DOCSTR(0)}, {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_9DataArray_15write_text, METH_O, __Pyx_DOCSTR(0)}, {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_9DataArray_17read_text, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_19read_binary, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_21write_binary, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("write_enhanced_handle"), (PyCFunction)__pyx_pw_3_sa_9DataArray_23write_enhanced_handle, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_9DataArray_25write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_bitext"), (PyCFunction)__pyx_pw_3_sa_9DataArray_19read_bitext, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text_data"), (PyCFunction)__pyx_pw_3_sa_9DataArray_21read_text_data, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_23read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_25write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced_handle"), (PyCFunction)__pyx_pw_3_sa_9DataArray_27write_enhanced_handle, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_9DataArray_29write_enhanced, METH_O, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; @@ -56869,7 +57518,7 @@ static PyMethodDef __pyx_methods_3_sa_SuffixArray[] = { {__Pyx_NAMESTR("getSentId"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_5getSentId, METH_O, __Pyx_DOCSTR(0)}, {__Pyx_NAMESTR("getSent"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_7getSent, METH_O, __Pyx_DOCSTR(0)}, {__Pyx_NAMESTR("getSentPos"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_9getSentPos, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_11read_text, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_11SuffixArray_10read_text)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_11read_text, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_11SuffixArray_10read_text)}, {__Pyx_NAMESTR("q3sort"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_13q3sort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_11SuffixArray_12q3sort)}, {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_15write_text, METH_O, __Pyx_DOCSTR(0)}, {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_17read_binary, METH_O, __Pyx_DOCSTR(0)}, @@ -58040,7 +58689,517 @@ static PyNumberMethods __pyx_tp_as_number_Sampler = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Sampler = { +static PySequenceMethods __pyx_tp_as_sequence_Sampler = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Sampler = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Sampler = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_Sampler = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.Sampler"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_Sampler), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_Sampler, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_Sampler, /*tp_as_number*/ + &__pyx_tp_as_sequence_Sampler, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Sampler, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Sampler, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + __Pyx_DOCSTR("A Sampler implements a logic for choosing\n samples from a population range"), /*tp_doc*/ + __pyx_tp_traverse_3_sa_Sampler, /*tp_traverse*/ + __pyx_tp_clear_3_sa_Sampler, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_Sampler, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_Sampler, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory __pyx_vtable_3_sa_HieroCachingRuleFactory; + +static PyObject *__pyx_tp_new_3_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_HieroCachingRuleFactory *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_HieroCachingRuleFactory; + p->rules = ((struct __pyx_obj_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None); + p->sampler = ((struct __pyx_obj_3_sa_Sampler *)Py_None); Py_INCREF(Py_None); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + p->precompute_file = Py_None; Py_INCREF(Py_None); + p->max_rank = Py_None; Py_INCREF(Py_None); + p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); + p->fsa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + p->fda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->eda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->alignment = ((struct __pyx_obj_3_sa_Alignment *)Py_None); Py_INCREF(Py_None); + p->eid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->fid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->findexes = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->findexes1 = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (__pyx_pw_3_sa_23HieroCachingRuleFactory_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_HieroCachingRuleFactory(PyObject *o) { + struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o; + Py_XDECREF(((PyObject *)p->rules)); + Py_XDECREF(((PyObject *)p->sampler)); + Py_XDECREF(p->precomputed_index); + Py_XDECREF(p->precomputed_collocations); + Py_XDECREF(p->precompute_file); + Py_XDECREF(p->max_rank); + Py_XDECREF(p->prev_norm_prefix); + Py_XDECREF(((PyObject *)p->fsa)); + Py_XDECREF(((PyObject *)p->fda)); + Py_XDECREF(((PyObject *)p->eda)); + Py_XDECREF(((PyObject *)p->alignment)); + Py_XDECREF(((PyObject *)p->eid2symid)); + Py_XDECREF(((PyObject *)p->fid2symid)); + Py_XDECREF(((PyObject *)p->findexes)); + Py_XDECREF(((PyObject *)p->findexes1)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_HieroCachingRuleFactory(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o; + if (p->rules) { + e = (*v)(((PyObject*)p->rules), a); if (e) return e; + } + if (p->sampler) { + e = (*v)(((PyObject*)p->sampler), a); if (e) return e; + } + if (p->precomputed_index) { + e = (*v)(p->precomputed_index, a); if (e) return e; + } + if (p->precomputed_collocations) { + e = (*v)(p->precomputed_collocations, a); if (e) return e; + } + if (p->precompute_file) { + e = (*v)(p->precompute_file, a); if (e) return e; + } + if (p->max_rank) { + e = (*v)(p->max_rank, a); if (e) return e; + } + if (p->prev_norm_prefix) { + e = (*v)(p->prev_norm_prefix, a); if (e) return e; + } + if (p->fsa) { + e = (*v)(((PyObject*)p->fsa), a); if (e) return e; + } + if (p->fda) { + e = (*v)(((PyObject*)p->fda), a); if (e) return e; + } + if (p->eda) { + e = (*v)(((PyObject*)p->eda), a); if (e) return e; + } + if (p->alignment) { + e = (*v)(((PyObject*)p->alignment), a); if (e) return e; + } + if (p->eid2symid) { + e = (*v)(((PyObject*)p->eid2symid), a); if (e) return e; + } + if (p->fid2symid) { + e = (*v)(((PyObject*)p->fid2symid), a); if (e) return e; + } + if (p->findexes) { + e = (*v)(((PyObject*)p->findexes), a); if (e) return e; + } + if (p->findexes1) { + e = (*v)(((PyObject*)p->findexes1), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_HieroCachingRuleFactory(PyObject *o) { + struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o; + PyObject* tmp; + tmp = ((PyObject*)p->rules); + p->rules = ((struct __pyx_obj_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sampler); + p->sampler = ((struct __pyx_obj_3_sa_Sampler *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_index); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_collocations); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precompute_file); + p->precompute_file = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->max_rank); + p->max_rank = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->prev_norm_prefix); + p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fsa); + p->fsa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fda); + p->fda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eda); + p->eda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->alignment); + p->alignment = ((struct __pyx_obj_3_sa_Alignment *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eid2symid); + p->eid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fid2symid); + p->fid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->findexes); + p->findexes = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->findexes1); + p->findexes1 = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_HieroCachingRuleFactory[] = { + {__Pyx_NAMESTR("configure"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_3configure, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_23HieroCachingRuleFactory_2configure)}, + {__Pyx_NAMESTR("pattern2phrase"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_5pattern2phrase, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("pattern2phrase_plus"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_7pattern2phrase_plus, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_9precompute, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_precomputed_collocation"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_11get_precomputed_collocation, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("advance"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_13advance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_all_nodes_isteps_away"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reachable"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_17reachable, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("shortest"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_19shortest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_next_states"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_21get_next_states, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("input"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_23input, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_23HieroCachingRuleFactory_22input)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_HieroCachingRuleFactory = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_HieroCachingRuleFactory = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_HieroCachingRuleFactory = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_HieroCachingRuleFactory = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_3_sa_HieroCachingRuleFactory = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.HieroCachingRuleFactory"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_HieroCachingRuleFactory), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_HieroCachingRuleFactory, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_HieroCachingRuleFactory, /*tp_as_number*/ + &__pyx_tp_as_sequence_HieroCachingRuleFactory, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_HieroCachingRuleFactory, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_HieroCachingRuleFactory, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + __Pyx_DOCSTR("This RuleFactory implements a caching \n method using TrieTable, which makes phrase\n generation somewhat speedier -- phrases only\n need to be extracted once (however, it is\n quite possible they need to be scored \n for each input sentence, for contextual models)"), /*tp_doc*/ + __pyx_tp_traverse_3_sa_HieroCachingRuleFactory, /*tp_traverse*/ + __pyx_tp_clear_3_sa_HieroCachingRuleFactory, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_HieroCachingRuleFactory, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_HieroCachingRuleFactory, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct__read_bitext(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *)o); + p->__pyx_v_fp = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct__read_bitext(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *p = (struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *)o; + Py_XDECREF(p->__pyx_v_fp); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct__read_bitext(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *p = (struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *)o; + if (p->__pyx_v_fp) { + e = (*v)(p->__pyx_v_fp, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct__read_bitext(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *p = (struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_fp); + p->__pyx_v_fp = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct__read_bitext[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct__read_bitext = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct__read_bitext = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -58053,13 +59212,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Sampler = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Sampler = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct__read_bitext = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Sampler = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct__read_bitext = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -58080,12 +59239,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Sampler = { #endif }; -static PyTypeObject __pyx_type_3_sa_Sampler = { +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct__read_bitext = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_sa.Sampler"), /*tp_name*/ - sizeof(struct __pyx_obj_3_sa_Sampler), /*tp_basicsize*/ + __Pyx_NAMESTR("_sa.__pyx_scope_struct__read_bitext"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_3_sa_Sampler, /*tp_dealloc*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct__read_bitext, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -58095,24 +59254,24 @@ static PyTypeObject __pyx_type_3_sa_Sampler = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Sampler, /*tp_as_number*/ - &__pyx_tp_as_sequence_Sampler, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Sampler, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct__read_bitext, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct__read_bitext, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct__read_bitext, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Sampler, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ - __Pyx_DOCSTR("A Sampler implements a logic for choosing\n samples from a population range"), /*tp_doc*/ - __pyx_tp_traverse_3_sa_Sampler, /*tp_traverse*/ - __pyx_tp_clear_3_sa_Sampler, /*tp_clear*/ + &__pyx_tp_as_buffer___pyx_scope_struct__read_bitext, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct__read_bitext, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct__read_bitext, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_3_sa_Sampler, /*tp_methods*/ + __pyx_methods_3_sa___pyx_scope_struct__read_bitext, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -58122,7 +59281,7 @@ static PyTypeObject __pyx_type_3_sa_Sampler = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_3_sa_Sampler, /*tp_new*/ + __pyx_tp_new_3_sa___pyx_scope_struct__read_bitext, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -58135,173 +59294,61 @@ static PyTypeObject __pyx_type_3_sa_Sampler = { 0, /*tp_version_tag*/ #endif }; -static struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory __pyx_vtable_3_sa_HieroCachingRuleFactory; -static PyObject *__pyx_tp_new_3_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_3_sa_HieroCachingRuleFactory *p; +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_1_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o); - p->__pyx_vtab = __pyx_vtabptr_3_sa_HieroCachingRuleFactory; - p->rules = ((struct __pyx_obj_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None); - p->sampler = ((struct __pyx_obj_3_sa_Sampler *)Py_None); Py_INCREF(Py_None); - p->precomputed_index = Py_None; Py_INCREF(Py_None); - p->precomputed_collocations = Py_None; Py_INCREF(Py_None); - p->precompute_file = Py_None; Py_INCREF(Py_None); - p->max_rank = Py_None; Py_INCREF(Py_None); - p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); - p->fsa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); - p->fda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); - p->eda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); - p->alignment = ((struct __pyx_obj_3_sa_Alignment *)Py_None); Py_INCREF(Py_None); - p->eid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); - p->fid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); - p->findexes = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); - p->findexes1 = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); - if (__pyx_pw_3_sa_23HieroCachingRuleFactory_1__cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_line = 0; + p->__pyx_t_0 = 0; return o; } -static void __pyx_tp_dealloc_3_sa_HieroCachingRuleFactory(PyObject *o) { - struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o; - Py_XDECREF(((PyObject *)p->rules)); - Py_XDECREF(((PyObject *)p->sampler)); - Py_XDECREF(p->precomputed_index); - Py_XDECREF(p->precomputed_collocations); - Py_XDECREF(p->precompute_file); - Py_XDECREF(p->max_rank); - Py_XDECREF(p->prev_norm_prefix); - Py_XDECREF(((PyObject *)p->fsa)); - Py_XDECREF(((PyObject *)p->fda)); - Py_XDECREF(((PyObject *)p->eda)); - Py_XDECREF(((PyObject *)p->alignment)); - Py_XDECREF(((PyObject *)p->eid2symid)); - Py_XDECREF(((PyObject *)p->fid2symid)); - Py_XDECREF(((PyObject *)p->findexes)); - Py_XDECREF(((PyObject *)p->findexes1)); +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_1_genexpr(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_line); + Py_XDECREF(p->__pyx_t_0); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_3_sa_HieroCachingRuleFactory(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_1_genexpr(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o; - if (p->rules) { - e = (*v)(((PyObject*)p->rules), a); if (e) return e; - } - if (p->sampler) { - e = (*v)(((PyObject*)p->sampler), a); if (e) return e; - } - if (p->precomputed_index) { - e = (*v)(p->precomputed_index, a); if (e) return e; - } - if (p->precomputed_collocations) { - e = (*v)(p->precomputed_collocations, a); if (e) return e; - } - if (p->precompute_file) { - e = (*v)(p->precompute_file, a); if (e) return e; - } - if (p->max_rank) { - e = (*v)(p->max_rank, a); if (e) return e; - } - if (p->prev_norm_prefix) { - e = (*v)(p->prev_norm_prefix, a); if (e) return e; - } - if (p->fsa) { - e = (*v)(((PyObject*)p->fsa), a); if (e) return e; - } - if (p->fda) { - e = (*v)(((PyObject*)p->fda), a); if (e) return e; - } - if (p->eda) { - e = (*v)(((PyObject*)p->eda), a); if (e) return e; - } - if (p->alignment) { - e = (*v)(((PyObject*)p->alignment), a); if (e) return e; - } - if (p->eid2symid) { - e = (*v)(((PyObject*)p->eid2symid), a); if (e) return e; + struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; } - if (p->fid2symid) { - e = (*v)(((PyObject*)p->fid2symid), a); if (e) return e; + if (p->__pyx_v_line) { + e = (*v)(p->__pyx_v_line, a); if (e) return e; } - if (p->findexes) { - e = (*v)(((PyObject*)p->findexes), a); if (e) return e; - } - if (p->findexes1) { - e = (*v)(((PyObject*)p->findexes1), a); if (e) return e; + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; } return 0; } -static int __pyx_tp_clear_3_sa_HieroCachingRuleFactory(PyObject *o) { - struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o; +static int __pyx_tp_clear_3_sa___pyx_scope_struct_1_genexpr(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr *)o; PyObject* tmp; - tmp = ((PyObject*)p->rules); - p->rules = ((struct __pyx_obj_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->sampler); - p->sampler = ((struct __pyx_obj_3_sa_Sampler *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_line); + p->__pyx_v_line = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->precomputed_index); - p->precomputed_index = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->precomputed_collocations); - p->precomputed_collocations = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->precompute_file); - p->precompute_file = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->max_rank); - p->max_rank = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->prev_norm_prefix); - p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->fsa); - p->fsa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->fda); - p->fda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->eda); - p->eda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->alignment); - p->alignment = ((struct __pyx_obj_3_sa_Alignment *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->eid2symid); - p->eid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->fid2symid); - p->fid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->findexes); - p->findexes = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->findexes1); - p->findexes1 = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_3_sa_HieroCachingRuleFactory[] = { - {__Pyx_NAMESTR("configure"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_3configure, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_23HieroCachingRuleFactory_2configure)}, - {__Pyx_NAMESTR("pattern2phrase"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_5pattern2phrase, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("pattern2phrase_plus"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_7pattern2phrase_plus, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_9precompute, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("get_precomputed_collocation"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_11get_precomputed_collocation, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("advance"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_13advance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("get_all_nodes_isteps_away"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("reachable"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_17reachable, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("shortest"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_19shortest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("get_next_states"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_21get_next_states, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("input"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_23input, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_23HieroCachingRuleFactory_22input)}, +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_1_genexpr[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_HieroCachingRuleFactory = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1_genexpr = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -58359,7 +59406,7 @@ static PyNumberMethods __pyx_tp_as_number_HieroCachingRuleFactory = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_HieroCachingRuleFactory = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1_genexpr = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -58372,13 +59419,13 @@ static PySequenceMethods __pyx_tp_as_sequence_HieroCachingRuleFactory = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_HieroCachingRuleFactory = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1_genexpr = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_HieroCachingRuleFactory = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1_genexpr = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -58399,12 +59446,12 @@ static PyBufferProcs __pyx_tp_as_buffer_HieroCachingRuleFactory = { #endif }; -static PyTypeObject __pyx_type_3_sa_HieroCachingRuleFactory = { +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_1_genexpr = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_sa.HieroCachingRuleFactory"), /*tp_name*/ - sizeof(struct __pyx_obj_3_sa_HieroCachingRuleFactory), /*tp_basicsize*/ + __Pyx_NAMESTR("_sa.__pyx_scope_struct_1_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_3_sa_HieroCachingRuleFactory, /*tp_dealloc*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_1_genexpr, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -58414,24 +59461,24 @@ static PyTypeObject __pyx_type_3_sa_HieroCachingRuleFactory = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_HieroCachingRuleFactory, /*tp_as_number*/ - &__pyx_tp_as_sequence_HieroCachingRuleFactory, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_HieroCachingRuleFactory, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_1_genexpr, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_1_genexpr, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_1_genexpr, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_HieroCachingRuleFactory, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ - __Pyx_DOCSTR("This RuleFactory implements a caching \n method using TrieTable, which makes phrase\n generation somewhat speedier -- phrases only\n need to be extracted once (however, it is\n quite possible they need to be scored \n for each input sentence, for contextual models)"), /*tp_doc*/ - __pyx_tp_traverse_3_sa_HieroCachingRuleFactory, /*tp_traverse*/ - __pyx_tp_clear_3_sa_HieroCachingRuleFactory, /*tp_clear*/ + &__pyx_tp_as_buffer___pyx_scope_struct_1_genexpr, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_1_genexpr, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_1_genexpr, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_3_sa_HieroCachingRuleFactory, /*tp_methods*/ + __pyx_methods_3_sa___pyx_scope_struct_1_genexpr, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -58441,7 +59488,7 @@ static PyTypeObject __pyx_type_3_sa_HieroCachingRuleFactory = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_3_sa_HieroCachingRuleFactory, /*tp_new*/ + __pyx_tp_new_3_sa___pyx_scope_struct_1_genexpr, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -58455,11 +59502,11 @@ static PyTypeObject __pyx_type_3_sa_HieroCachingRuleFactory = { #endif }; -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct__compute_stats(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { - struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *p; +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_2_compute_stats(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *)o); + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats *)o); p->__pyx_v_ngram = 0; p->__pyx_v_ngram_start = 0; p->__pyx_v_ngram_starts = 0; @@ -58469,8 +59516,8 @@ static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct__compute_stats(PyTypeObjec return o; } -static void __pyx_tp_dealloc_3_sa___pyx_scope_struct__compute_stats(PyObject *o) { - struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *)o; +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_2_compute_stats(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats *)o; Py_XDECREF(((PyObject *)p->__pyx_v_ngram)); Py_XDECREF(((PyObject *)p->__pyx_v_ngram_start)); Py_XDECREF(((PyObject *)p->__pyx_v_ngram_starts)); @@ -58480,9 +59527,9 @@ static void __pyx_tp_dealloc_3_sa___pyx_scope_struct__compute_stats(PyObject *o) (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_3_sa___pyx_scope_struct__compute_stats(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_2_compute_stats(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *)o; + struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats *)o; if (p->__pyx_v_ngram) { e = (*v)(p->__pyx_v_ngram, a); if (e) return e; } @@ -58504,8 +59551,8 @@ static int __pyx_tp_traverse_3_sa___pyx_scope_struct__compute_stats(PyObject *o, return 0; } -static int __pyx_tp_clear_3_sa___pyx_scope_struct__compute_stats(PyObject *o) { - struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats *)o; +static int __pyx_tp_clear_3_sa___pyx_scope_struct_2_compute_stats(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_ngram); p->__pyx_v_ngram = ((PyObject*)Py_None); Py_INCREF(Py_None); @@ -58528,11 +59575,11 @@ static int __pyx_tp_clear_3_sa___pyx_scope_struct__compute_stats(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct__compute_stats[] = { +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_2_compute_stats[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct__compute_stats = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_compute_stats = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -58590,7 +59637,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct__compute_stats = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct__compute_stats = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_compute_stats = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -58603,13 +59650,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct__compute_stats 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct__compute_stats = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_compute_stats = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct__compute_stats = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_compute_stats = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -58630,12 +59677,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct__compute_stats = { #endif }; -static PyTypeObject __pyx_type_3_sa___pyx_scope_struct__compute_stats = { +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_2_compute_stats = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_sa.__pyx_scope_struct__compute_stats"), /*tp_name*/ - sizeof(struct __pyx_obj_3_sa___pyx_scope_struct__compute_stats), /*tp_basicsize*/ + __Pyx_NAMESTR("_sa.__pyx_scope_struct_2_compute_stats"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_3_sa___pyx_scope_struct__compute_stats, /*tp_dealloc*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_2_compute_stats, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -58645,24 +59692,24 @@ static PyTypeObject __pyx_type_3_sa___pyx_scope_struct__compute_stats = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct__compute_stats, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct__compute_stats, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct__compute_stats, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_2_compute_stats, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_2_compute_stats, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_2_compute_stats, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct__compute_stats, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_2_compute_stats, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_3_sa___pyx_scope_struct__compute_stats, /*tp_traverse*/ - __pyx_tp_clear_3_sa___pyx_scope_struct__compute_stats, /*tp_clear*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_2_compute_stats, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_2_compute_stats, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_3_sa___pyx_scope_struct__compute_stats, /*tp_methods*/ + __pyx_methods_3_sa___pyx_scope_struct_2_compute_stats, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -58672,7 +59719,7 @@ static PyTypeObject __pyx_type_3_sa___pyx_scope_struct__compute_stats = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_3_sa___pyx_scope_struct__compute_stats, /*tp_new*/ + __pyx_tp_new_3_sa___pyx_scope_struct_2_compute_stats, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -58686,32 +59733,32 @@ static PyTypeObject __pyx_type_3_sa___pyx_scope_struct__compute_stats = { #endif }; -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_1___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { - struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *p; +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_3___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *)o); + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_1___iter__(PyObject *o) { - struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *)o; +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_3___iter__(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_3_sa___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_3___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *)o; + struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_3_sa___pyx_scope_struct_1___iter__(PyObject *o) { - struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__ *)o; +static int __pyx_tp_clear_3_sa___pyx_scope_struct_3___iter__(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); @@ -58719,11 +59766,11 @@ static int __pyx_tp_clear_3_sa___pyx_scope_struct_1___iter__(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_1___iter__[] = { +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_3___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -58781,7 +59828,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -58794,13 +59841,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -58821,12 +59868,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1___iter__ = { #endif }; -static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_1___iter__ = { +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_3___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_sa.__pyx_scope_struct_1___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_1___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_sa.__pyx_scope_struct_3___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_3_sa___pyx_scope_struct_1___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_3___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -58836,24 +59883,24 @@ static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_1___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_1___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_1___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_1___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_3___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_3___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_3___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_1___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_3___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_3_sa___pyx_scope_struct_1___iter__, /*tp_traverse*/ - __pyx_tp_clear_3_sa___pyx_scope_struct_1___iter__, /*tp_clear*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_3___iter__, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_3___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_3_sa___pyx_scope_struct_1___iter__, /*tp_methods*/ + __pyx_methods_3_sa___pyx_scope_struct_3___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -58863,7 +59910,7 @@ static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_1___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_3_sa___pyx_scope_struct_1___iter__, /*tp_new*/ + __pyx_tp_new_3_sa___pyx_scope_struct_3___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -58877,11 +59924,11 @@ static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_1___iter__ = { #endif }; -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_2_input(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { - struct __pyx_obj_3_sa___pyx_scope_struct_2_input *p; +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_4_input(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct_4_input *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_3_sa___pyx_scope_struct_2_input *)o); + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_4_input *)o); p->__pyx_v_alignment = 0; p->__pyx_v_als = 0; p->__pyx_v_alslist = 0; @@ -58935,8 +59982,8 @@ static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_2_input(PyTypeObject *t, C return o; } -static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_2_input(PyObject *o) { - struct __pyx_obj_3_sa___pyx_scope_struct_2_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_2_input *)o; +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_4_input(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_4_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_4_input *)o; Py_XDECREF(p->__pyx_v_alignment); Py_XDECREF(p->__pyx_v_als); Py_XDECREF(p->__pyx_v_alslist); @@ -58990,9 +60037,9 @@ static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_2_input(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_3_sa___pyx_scope_struct_2_input(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_4_input(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_3_sa___pyx_scope_struct_2_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_2_input *)o; + struct __pyx_obj_3_sa___pyx_scope_struct_4_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_4_input *)o; if (p->__pyx_v_alignment) { e = (*v)(p->__pyx_v_alignment, a); if (e) return e; } @@ -59146,8 +60193,8 @@ static int __pyx_tp_traverse_3_sa___pyx_scope_struct_2_input(PyObject *o, visitp return 0; } -static int __pyx_tp_clear_3_sa___pyx_scope_struct_2_input(PyObject *o) { - struct __pyx_obj_3_sa___pyx_scope_struct_2_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_2_input *)o; +static int __pyx_tp_clear_3_sa___pyx_scope_struct_4_input(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_4_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_4_input *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_alignment); p->__pyx_v_alignment = Py_None; Py_INCREF(Py_None); @@ -59302,11 +60349,11 @@ static int __pyx_tp_clear_3_sa___pyx_scope_struct_2_input(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_2_input[] = { +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_4_input[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_input = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_input = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -59364,7 +60411,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_input = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_input = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_input = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -59377,13 +60424,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_input = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_input = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_input = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_input = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_input = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -59404,12 +60451,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_input = { #endif }; -static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_2_input = { +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_4_input = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_sa.__pyx_scope_struct_2_input"), /*tp_name*/ - sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_2_input), /*tp_basicsize*/ + __Pyx_NAMESTR("_sa.__pyx_scope_struct_4_input"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_4_input), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_3_sa___pyx_scope_struct_2_input, /*tp_dealloc*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_4_input, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -59419,24 +60466,24 @@ static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_2_input = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_2_input, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_2_input, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_2_input, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_4_input, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_4_input, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_4_input, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_2_input, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_4_input, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_3_sa___pyx_scope_struct_2_input, /*tp_traverse*/ - __pyx_tp_clear_3_sa___pyx_scope_struct_2_input, /*tp_clear*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_4_input, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_4_input, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_3_sa___pyx_scope_struct_2_input, /*tp_methods*/ + __pyx_methods_3_sa___pyx_scope_struct_4_input, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -59446,7 +60493,7 @@ static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_2_input = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_3_sa___pyx_scope_struct_2_input, /*tp_new*/ + __pyx_tp_new_3_sa___pyx_scope_struct_4_input, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -59480,11 +60527,11 @@ static struct PyModuleDef __pyx_moduledef = { static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_1, __pyx_k_1, sizeof(__pyx_k_1), 0, 0, 1, 0}, - {&__pyx_n_s_101, __pyx_k_101, sizeof(__pyx_k_101), 0, 0, 1, 1}, - {&__pyx_n_s_102, __pyx_k_102, sizeof(__pyx_k_102), 0, 0, 1, 1}, - {&__pyx_kp_s_104, __pyx_k_104, sizeof(__pyx_k_104), 0, 0, 1, 0}, + {&__pyx_kp_s_100, __pyx_k_100, sizeof(__pyx_k_100), 0, 0, 1, 0}, + {&__pyx_kp_s_101, __pyx_k_101, sizeof(__pyx_k_101), 0, 0, 1, 0}, + {&__pyx_n_s_103, __pyx_k_103, sizeof(__pyx_k_103), 0, 0, 1, 1}, + {&__pyx_n_s_104, __pyx_k_104, sizeof(__pyx_k_104), 0, 0, 1, 1}, {&__pyx_kp_s_106, __pyx_k_106, sizeof(__pyx_k_106), 0, 0, 1, 0}, - {&__pyx_kp_s_107, __pyx_k_107, sizeof(__pyx_k_107), 0, 0, 1, 0}, {&__pyx_kp_s_108, __pyx_k_108, sizeof(__pyx_k_108), 0, 0, 1, 0}, {&__pyx_kp_s_109, __pyx_k_109, sizeof(__pyx_k_109), 0, 0, 1, 0}, {&__pyx_kp_s_110, __pyx_k_110, sizeof(__pyx_k_110), 0, 0, 1, 0}, @@ -59494,12 +60541,12 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_114, __pyx_k_114, sizeof(__pyx_k_114), 0, 0, 1, 0}, {&__pyx_kp_s_115, __pyx_k_115, sizeof(__pyx_k_115), 0, 0, 1, 0}, {&__pyx_kp_s_116, __pyx_k_116, sizeof(__pyx_k_116), 0, 0, 1, 0}, - {&__pyx_n_s_117, __pyx_k_117, sizeof(__pyx_k_117), 0, 0, 1, 1}, + {&__pyx_kp_s_117, __pyx_k_117, sizeof(__pyx_k_117), 0, 0, 1, 0}, {&__pyx_kp_s_118, __pyx_k_118, sizeof(__pyx_k_118), 0, 0, 1, 0}, - {&__pyx_kp_s_119, __pyx_k_119, sizeof(__pyx_k_119), 0, 0, 1, 0}, - {&__pyx_n_s_121, __pyx_k_121, sizeof(__pyx_k_121), 0, 0, 1, 1}, - {&__pyx_kp_s_122, __pyx_k_122, sizeof(__pyx_k_122), 0, 0, 1, 0}, - {&__pyx_kp_s_123, __pyx_k_123, sizeof(__pyx_k_123), 0, 0, 1, 0}, + {&__pyx_n_s_119, __pyx_k_119, sizeof(__pyx_k_119), 0, 0, 1, 1}, + {&__pyx_kp_s_120, __pyx_k_120, sizeof(__pyx_k_120), 0, 0, 1, 0}, + {&__pyx_kp_s_121, __pyx_k_121, sizeof(__pyx_k_121), 0, 0, 1, 0}, + {&__pyx_n_s_123, __pyx_k_123, sizeof(__pyx_k_123), 0, 0, 1, 1}, {&__pyx_kp_s_124, __pyx_k_124, sizeof(__pyx_k_124), 0, 0, 1, 0}, {&__pyx_kp_s_125, __pyx_k_125, sizeof(__pyx_k_125), 0, 0, 1, 0}, {&__pyx_kp_s_126, __pyx_k_126, sizeof(__pyx_k_126), 0, 0, 1, 0}, @@ -59509,49 +60556,49 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_13, __pyx_k_13, sizeof(__pyx_k_13), 0, 0, 1, 0}, {&__pyx_kp_s_130, __pyx_k_130, sizeof(__pyx_k_130), 0, 0, 1, 0}, {&__pyx_kp_s_131, __pyx_k_131, sizeof(__pyx_k_131), 0, 0, 1, 0}, - {&__pyx_kp_s_134, __pyx_k_134, sizeof(__pyx_k_134), 0, 0, 1, 0}, - {&__pyx_kp_s_135, __pyx_k_135, sizeof(__pyx_k_135), 0, 0, 1, 0}, - {&__pyx_kp_s_139, __pyx_k_139, sizeof(__pyx_k_139), 0, 0, 1, 0}, + {&__pyx_kp_s_132, __pyx_k_132, sizeof(__pyx_k_132), 0, 0, 1, 0}, + {&__pyx_kp_s_133, __pyx_k_133, sizeof(__pyx_k_133), 0, 0, 1, 0}, + {&__pyx_kp_s_136, __pyx_k_136, sizeof(__pyx_k_136), 0, 0, 1, 0}, + {&__pyx_kp_s_137, __pyx_k_137, sizeof(__pyx_k_137), 0, 0, 1, 0}, {&__pyx_kp_s_14, __pyx_k_14, sizeof(__pyx_k_14), 0, 0, 1, 0}, - {&__pyx_kp_s_140, __pyx_k_140, sizeof(__pyx_k_140), 0, 0, 1, 0}, + {&__pyx_kp_s_141, __pyx_k_141, sizeof(__pyx_k_141), 0, 0, 1, 0}, + {&__pyx_kp_s_142, __pyx_k_142, sizeof(__pyx_k_142), 0, 0, 1, 0}, {&__pyx_kp_s_18, __pyx_k_18, sizeof(__pyx_k_18), 0, 0, 1, 0}, {&__pyx_kp_s_2, __pyx_k_2, sizeof(__pyx_k_2), 0, 0, 1, 0}, - {&__pyx_kp_s_22, __pyx_k_22, sizeof(__pyx_k_22), 0, 0, 1, 0}, - {&__pyx_n_s_24, __pyx_k_24, sizeof(__pyx_k_24), 0, 0, 1, 1}, - {&__pyx_kp_s_28, __pyx_k_28, sizeof(__pyx_k_28), 0, 0, 1, 0}, + {&__pyx_kp_s_21, __pyx_k_21, sizeof(__pyx_k_21), 0, 0, 1, 0}, + {&__pyx_kp_s_25, __pyx_k_25, sizeof(__pyx_k_25), 0, 0, 1, 0}, + {&__pyx_n_s_27, __pyx_k_27, sizeof(__pyx_k_27), 0, 0, 1, 1}, {&__pyx_kp_s_3, __pyx_k_3, sizeof(__pyx_k_3), 0, 0, 1, 0}, - {&__pyx_kp_s_32, __pyx_k_32, sizeof(__pyx_k_32), 0, 0, 1, 0}, - {&__pyx_kp_s_39, __pyx_k_39, sizeof(__pyx_k_39), 0, 0, 1, 0}, + {&__pyx_kp_s_31, __pyx_k_31, sizeof(__pyx_k_31), 0, 0, 1, 0}, + {&__pyx_kp_s_35, __pyx_k_35, sizeof(__pyx_k_35), 0, 0, 1, 0}, {&__pyx_kp_s_4, __pyx_k_4, sizeof(__pyx_k_4), 0, 0, 1, 0}, {&__pyx_kp_s_42, __pyx_k_42, sizeof(__pyx_k_42), 0, 0, 1, 0}, - {&__pyx_kp_s_43, __pyx_k_43, sizeof(__pyx_k_43), 0, 0, 1, 0}, {&__pyx_kp_s_45, __pyx_k_45, sizeof(__pyx_k_45), 0, 0, 1, 0}, - {&__pyx_kp_s_47, __pyx_k_47, sizeof(__pyx_k_47), 0, 0, 1, 0}, - {&__pyx_kp_s_49, __pyx_k_49, sizeof(__pyx_k_49), 0, 0, 1, 0}, + {&__pyx_kp_s_46, __pyx_k_46, sizeof(__pyx_k_46), 0, 0, 1, 0}, + {&__pyx_kp_s_48, __pyx_k_48, sizeof(__pyx_k_48), 0, 0, 1, 0}, {&__pyx_kp_s_5, __pyx_k_5, sizeof(__pyx_k_5), 0, 0, 1, 0}, - {&__pyx_kp_s_53, __pyx_k_53, sizeof(__pyx_k_53), 0, 0, 1, 0}, - {&__pyx_kp_s_55, __pyx_k_55, sizeof(__pyx_k_55), 0, 0, 1, 0}, + {&__pyx_kp_s_50, __pyx_k_50, sizeof(__pyx_k_50), 0, 0, 1, 0}, + {&__pyx_kp_s_52, __pyx_k_52, sizeof(__pyx_k_52), 0, 0, 1, 0}, {&__pyx_kp_s_56, __pyx_k_56, sizeof(__pyx_k_56), 0, 0, 1, 0}, - {&__pyx_kp_s_57, __pyx_k_57, sizeof(__pyx_k_57), 0, 0, 1, 0}, + {&__pyx_kp_s_58, __pyx_k_58, sizeof(__pyx_k_58), 0, 0, 1, 0}, {&__pyx_kp_s_59, __pyx_k_59, sizeof(__pyx_k_59), 0, 0, 1, 0}, {&__pyx_kp_s_6, __pyx_k_6, sizeof(__pyx_k_6), 0, 0, 1, 0}, - {&__pyx_kp_s_61, __pyx_k_61, sizeof(__pyx_k_61), 0, 0, 1, 0}, + {&__pyx_kp_s_60, __pyx_k_60, sizeof(__pyx_k_60), 0, 0, 1, 0}, {&__pyx_kp_s_62, __pyx_k_62, sizeof(__pyx_k_62), 0, 0, 1, 0}, - {&__pyx_kp_s_63, __pyx_k_63, sizeof(__pyx_k_63), 0, 0, 1, 0}, {&__pyx_kp_s_64, __pyx_k_64, sizeof(__pyx_k_64), 0, 0, 1, 0}, {&__pyx_kp_s_65, __pyx_k_65, sizeof(__pyx_k_65), 0, 0, 1, 0}, {&__pyx_kp_s_66, __pyx_k_66, sizeof(__pyx_k_66), 0, 0, 1, 0}, {&__pyx_kp_s_67, __pyx_k_67, sizeof(__pyx_k_67), 0, 0, 1, 0}, - {&__pyx_n_s_68, __pyx_k_68, sizeof(__pyx_k_68), 0, 0, 1, 1}, - {&__pyx_n_s_69, __pyx_k_69, sizeof(__pyx_k_69), 0, 0, 1, 1}, + {&__pyx_kp_s_68, __pyx_k_68, sizeof(__pyx_k_68), 0, 0, 1, 0}, + {&__pyx_kp_s_69, __pyx_k_69, sizeof(__pyx_k_69), 0, 0, 1, 0}, {&__pyx_kp_s_7, __pyx_k_7, sizeof(__pyx_k_7), 0, 0, 1, 0}, - {&__pyx_kp_s_70, __pyx_k_70, sizeof(__pyx_k_70), 0, 0, 1, 0}, + {&__pyx_n_s_70, __pyx_k_70, sizeof(__pyx_k_70), 0, 0, 1, 1}, + {&__pyx_n_s_71, __pyx_k_71, sizeof(__pyx_k_71), 0, 0, 1, 1}, {&__pyx_kp_s_72, __pyx_k_72, sizeof(__pyx_k_72), 0, 0, 1, 0}, {&__pyx_kp_s_74, __pyx_k_74, sizeof(__pyx_k_74), 0, 0, 1, 0}, {&__pyx_kp_s_76, __pyx_k_76, sizeof(__pyx_k_76), 0, 0, 1, 0}, + {&__pyx_kp_s_78, __pyx_k_78, sizeof(__pyx_k_78), 0, 0, 1, 0}, {&__pyx_kp_s_8, __pyx_k_8, sizeof(__pyx_k_8), 0, 0, 1, 0}, - {&__pyx_kp_s_81, __pyx_k_81, sizeof(__pyx_k_81), 0, 0, 1, 0}, - {&__pyx_kp_s_82, __pyx_k_82, sizeof(__pyx_k_82), 0, 0, 1, 0}, {&__pyx_kp_s_83, __pyx_k_83, sizeof(__pyx_k_83), 0, 0, 1, 0}, {&__pyx_kp_s_84, __pyx_k_84, sizeof(__pyx_k_84), 0, 0, 1, 0}, {&__pyx_kp_s_85, __pyx_k_85, sizeof(__pyx_k_85), 0, 0, 1, 0}, @@ -59561,10 +60608,10 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_89, __pyx_k_89, sizeof(__pyx_k_89), 0, 0, 1, 0}, {&__pyx_kp_s_9, __pyx_k_9, sizeof(__pyx_k_9), 0, 0, 1, 0}, {&__pyx_kp_s_90, __pyx_k_90, sizeof(__pyx_k_90), 0, 0, 1, 0}, + {&__pyx_kp_s_91, __pyx_k_91, sizeof(__pyx_k_91), 0, 0, 1, 0}, {&__pyx_kp_s_92, __pyx_k_92, sizeof(__pyx_k_92), 0, 0, 1, 0}, - {&__pyx_kp_s_93, __pyx_k_93, sizeof(__pyx_k_93), 0, 0, 1, 0}, - {&__pyx_kp_s_98, __pyx_k_98, sizeof(__pyx_k_98), 0, 0, 1, 0}, - {&__pyx_kp_s_99, __pyx_k_99, sizeof(__pyx_k_99), 0, 0, 1, 0}, + {&__pyx_kp_s_94, __pyx_k_94, sizeof(__pyx_k_94), 0, 0, 1, 0}, + {&__pyx_kp_s_95, __pyx_k_95, sizeof(__pyx_k_95), 0, 0, 1, 0}, {&__pyx_kp_s__0, __pyx_k__0, sizeof(__pyx_k__0), 0, 0, 1, 0}, {&__pyx_kp_s__1, __pyx_k__1, sizeof(__pyx_k__1), 0, 0, 1, 0}, {&__pyx_n_s__END_OF_FILE, __pyx_k__END_OF_FILE, sizeof(__pyx_k__END_OF_FILE), 0, 0, 1, 1}, @@ -59682,7 +60729,9 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__reachable, __pyx_k__reachable, sizeof(__pyx_k__reachable), 0, 0, 1, 1}, {&__pyx_n_s__reachable_buffer, __pyx_k__reachable_buffer, sizeof(__pyx_k__reachable_buffer), 0, 0, 1, 1}, {&__pyx_n_s__read_binary, __pyx_k__read_binary, sizeof(__pyx_k__read_binary), 0, 0, 1, 1}, + {&__pyx_n_s__read_bitext, __pyx_k__read_bitext, sizeof(__pyx_k__read_bitext), 0, 0, 1, 1}, {&__pyx_n_s__read_text, __pyx_k__read_text, sizeof(__pyx_k__read_text), 0, 0, 1, 1}, + {&__pyx_n_s__read_text_data, __pyx_k__read_text_data, sizeof(__pyx_k__read_text_data), 0, 0, 1, 1}, {&__pyx_n_s__res, __pyx_k__res, sizeof(__pyx_k__res), 0, 0, 1, 1}, {&__pyx_n_s__reset, __pyx_k__reset, sizeof(__pyx_k__reset), 0, 0, 1, 1}, {&__pyx_n_s__resource, __pyx_k__resource, sizeof(__pyx_k__resource), 0, 0, 1, 1}, @@ -59699,9 +60748,11 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__seek, __pyx_k__seek, sizeof(__pyx_k__seek), 0, 0, 1, 1}, {&__pyx_n_s__setdefault, __pyx_k__setdefault, sizeof(__pyx_k__setdefault), 0, 0, 1, 1}, {&__pyx_n_s__shortest, __pyx_k__shortest, sizeof(__pyx_k__shortest), 0, 0, 1, 1}, + {&__pyx_n_s__side, __pyx_k__side, sizeof(__pyx_k__side), 0, 0, 1, 1}, {&__pyx_n_s__size, __pyx_k__size, sizeof(__pyx_k__size), 0, 0, 1, 1}, {&__pyx_n_s__skip, __pyx_k__skip, sizeof(__pyx_k__skip), 0, 0, 1, 1}, {&__pyx_n_s__sorted, __pyx_k__sorted, sizeof(__pyx_k__sorted), 0, 0, 1, 1}, + {&__pyx_n_s__source, __pyx_k__source, sizeof(__pyx_k__source), 0, 0, 1, 1}, {&__pyx_n_s__spanlen, __pyx_k__spanlen, sizeof(__pyx_k__spanlen), 0, 0, 1, 1}, {&__pyx_n_s__split, __pyx_k__split, sizeof(__pyx_k__split), 0, 0, 1, 1}, {&__pyx_n_s__start, __pyx_k__start, sizeof(__pyx_k__start), 0, 0, 1, 1}, @@ -59734,7 +60785,7 @@ static int __Pyx_InitCachedBuiltins(void) { __pyx_builtin_IndexError = __Pyx_GetName(__pyx_b, __pyx_n_s__IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_enumerate = __Pyx_GetName(__pyx_b, __pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_enumerate = __Pyx_GetName(__pyx_b, __pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_map = __Pyx_GetName(__pyx_b, __pyx_n_s__map); if (!__pyx_builtin_map) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_zip = __Pyx_GetName(__pyx_b, __pyx_n_s__zip); if (!__pyx_builtin_zip) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -59802,28 +60853,28 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(__pyx_int_1000); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_12)); - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":62 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":65 * f.write("%s " % self.get_word(w_id)) * if w_id == 1: * f.write("\n") # <<<<<<<<<<<<<< * * def read_text(self, char* filename): */ - __pyx_k_tuple_15 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_15)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_15 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_15)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_15); __Pyx_INCREF(((PyObject *)__pyx_kp_s_14)); PyTuple_SET_ITEM(__pyx_k_tuple_15, 0, ((PyObject *)__pyx_kp_s_14)); __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_14)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_15)); - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":57 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":60 * * def write_text(self, char* filename): * with open(filename, "w") as f: # <<<<<<<<<<<<<< * for w_id in self.data: * if w_id > 1: */ - __pyx_k_tuple_16 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_16)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_16 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_16)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_16); __Pyx_INCREF(Py_None); PyTuple_SET_ITEM(__pyx_k_tuple_16, 0, Py_None); @@ -59836,14 +60887,14 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(Py_None); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_16)); - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":66 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":68 + * * def read_text(self, char* filename): - * cdef int word_count = 0 * with gzip_or_text(filename) as fp: # <<<<<<<<<<<<<< - * for line_num, line in enumerate(fp): - * self.sent_index.append(word_count) + * self.read_text_data(fp) + * */ - __pyx_k_tuple_17 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_17)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_17 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_17)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_17); __Pyx_INCREF(Py_None); PyTuple_SET_ITEM(__pyx_k_tuple_17, 0, Py_None); @@ -59856,80 +60907,114 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(Py_None); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_17)); - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":133 + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":73 + * def read_bitext(self, char* filename, int side): + * with gzip_or_text(filename) as fp: + * data = (line.split(' ||| ')[side] for line in fp) # <<<<<<<<<<<<<< + * self.read_text_data(data) + * + */ + __pyx_k_tuple_19 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_19)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_19); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_18)); + PyTuple_SET_ITEM(__pyx_k_tuple_19, 0, ((PyObject *)__pyx_kp_s_18)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_18)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_19)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":72 + * + * def read_bitext(self, char* filename, int side): + * with gzip_or_text(filename) as fp: # <<<<<<<<<<<<<< + * data = (line.split(' ||| ')[side] for line in fp) + * self.read_text_data(data) + */ + __pyx_k_tuple_20 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_20)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_20); + __Pyx_INCREF(Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_20, 0, Py_None); + __Pyx_GIVEREF(Py_None); + __Pyx_INCREF(Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_20, 1, Py_None); + __Pyx_GIVEREF(Py_None); + __Pyx_INCREF(Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_20, 2, Py_None); + __Pyx_GIVEREF(Py_None); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_20)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":145 * for i in self.data: * f.write("%d " %i) * f.write("\n") # <<<<<<<<<<<<<< * for i in self.sent_index: * f.write("%d " %i) */ - __pyx_k_tuple_19 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_19)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 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{__pyx_filename = __pyx_f[9]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_2_compute_stats = &__pyx_type_3_sa___pyx_scope_struct_2_compute_stats; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_3___iter__) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_3___iter__ = &__pyx_type_3_sa___pyx_scope_struct_3___iter__; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_4_input) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 919; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_4_input = &__pyx_type_3_sa___pyx_scope_struct_4_input; /*--- Type import code ---*/ /*--- Variable import code ---*/ /*--- Function import code ---*/ @@ -60844,7 +61933,7 @@ PyMODINIT_FUNC PyInit__sa(void) __pyx_t_2 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__getLogger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_136), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_138), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; if (PyObject_SetAttr(__pyx_m, __pyx_n_s__logger, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -60859,7 +61948,7 @@ PyMODINIT_FUNC PyInit__sa(void) */ __pyx_t_1 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_k_38 = __pyx_t_1; + __pyx_k_41 = __pyx_t_1; __Pyx_GIVEREF(__pyx_t_1); __pyx_t_1 = 0; @@ -60986,9 +62075,9 @@ PyMODINIT_FUNC PyInit__sa(void) __Pyx_GOTREF(__pyx_t_2); __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_140)); - PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_kp_s_140)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_140)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_142)); + PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_kp_s_142)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_142)); PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; @@ -61009,7 +62098,7 @@ PyMODINIT_FUNC PyInit__sa(void) */ __pyx_t_2 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_k_97 = __pyx_t_2; + __pyx_k_99 = __pyx_t_2; __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; @@ -61451,6 +62540,10 @@ bad: return -1; } +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { + PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); +} + static CYTHON_INLINE long __Pyx_div_long(long a, long b) { long q = a / b; long r = a - q*b; @@ -61836,6 +62929,86 @@ bad: return module; } +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else + if (s1 == s2) { + return (equals == Py_EQ); + } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { + if (PyBytes_GET_SIZE(s1) != PyBytes_GET_SIZE(s2)) { + return (equals == Py_NE); + } else if (PyBytes_GET_SIZE(s1) == 1) { + if (equals == Py_EQ) + return (PyBytes_AS_STRING(s1)[0] == PyBytes_AS_STRING(s2)[0]); + else + return (PyBytes_AS_STRING(s1)[0] != PyBytes_AS_STRING(s2)[0]); + } else { + int result = memcmp(PyBytes_AS_STRING(s1), PyBytes_AS_STRING(s2), (size_t)PyBytes_GET_SIZE(s1)); + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) { + return (equals == Py_NE); + } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) { + return (equals == Py_NE); + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +#endif +} + +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else + if (s1 == s2) { + return (equals == Py_EQ); + } else if (PyUnicode_CheckExact(s1) & PyUnicode_CheckExact(s2)) { + #if CYTHON_PEP393_ENABLED + if ((PyUnicode_READY(s1) < 0) || (PyUnicode_READY(s2) < 0)) + return -1; + if (PyUnicode_GET_LENGTH(s1) != PyUnicode_GET_LENGTH(s2)) { + return (equals == Py_NE); + } else if (PyUnicode_GET_LENGTH(s1) == 1) { + Py_UCS4 ch1 = PyUnicode_READ_CHAR(s1, 0); + Py_UCS4 ch2 = PyUnicode_READ_CHAR(s2, 0); + return (equals == Py_EQ) ? (ch1 == ch2) : (ch1 != ch2); + #else + if (PyUnicode_GET_SIZE(s1) != PyUnicode_GET_SIZE(s2)) { + return (equals == Py_NE); + } else if (PyUnicode_GET_SIZE(s1) == 1) { + Py_UNICODE ch1 = PyUnicode_AS_UNICODE(s1)[0]; + Py_UNICODE ch2 = PyUnicode_AS_UNICODE(s2)[0]; + return (equals == Py_EQ) ? (ch1 == ch2) : (ch1 != ch2); + #endif + } else { + int result = PyUnicode_Compare(s1, s2); + if ((result == -1) && unlikely(PyErr_Occurred())) + return -1; + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & PyUnicode_CheckExact(s2)) { + return (equals == Py_NE); + } else if ((s2 == Py_None) & PyUnicode_CheckExact(s1)) { + return (equals == Py_NE); + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +#endif +} + static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { const unsigned char neg_one = (unsigned char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; diff --git a/python/src/sa/data_array.pxi b/python/src/sa/data_array.pxi index 1c044694..7a102a7e 100644 --- a/python/src/sa/data_array.pxi +++ b/python/src/sa/data_array.pxi @@ -14,7 +14,7 @@ cdef class DataArray: cdef IntList sent_index cdef bint use_sent_id - def __cinit__(self, from_binary=None, from_text=None, bint use_sent_id=False): + def __cinit__(self, from_binary=None, from_text=None, side=None, bint use_sent_id=False): self.word2id = {"END_OF_FILE":0, "END_OF_LINE":1} self.id2word = ["END_OF_FILE", "END_OF_LINE"] self.data = IntList(1000,1000) @@ -24,7 +24,10 @@ cdef class DataArray: if from_binary: self.read_binary(from_binary) elif from_text: - self.read_text(from_text) + if side: + self.read_bitext(from_text, (0 if side == 'source' else 1)) + else: + self.read_text(from_text) def __len__(self): return len(self.data) @@ -62,21 +65,30 @@ cdef class DataArray: f.write("\n") def read_text(self, char* filename): - cdef int word_count = 0 with gzip_or_text(filename) as fp: - for line_num, line in enumerate(fp): - self.sent_index.append(word_count) - for word in line.split(): - self.data.append(self.get_id(word)) - if self.use_sent_id: - self.sent_id.append(line_num) - word_count = word_count + 1 - self.data.append(1) + self.read_text_data(fp) + + def read_bitext(self, char* filename, int side): + with gzip_or_text(filename) as fp: + data = (line.split(' ||| ')[side] for line in fp) + self.read_text_data(data) + + def read_text_data(self, data): + cdef int word_count = 0 + for line_num, line in enumerate(data): + self.sent_index.append(word_count) + for word in line.split(): + self.data.append(self.get_id(word)) if self.use_sent_id: self.sent_id.append(line_num) word_count = word_count + 1 - self.data.append(0) - self.sent_index.append(word_count) + self.data.append(1) + if self.use_sent_id: + self.sent_id.append(line_num) + word_count = word_count + 1 + self.data.append(0) + self.sent_index.append(word_count) + def read_binary(self, char* filename): cdef FILE* f diff --git a/python/src/sa/suffix_array.pxi b/python/src/sa/suffix_array.pxi index 20e6261d..d86e8ea6 100644 --- a/python/src/sa/suffix_array.pxi +++ b/python/src/sa/suffix_array.pxi @@ -8,14 +8,14 @@ cdef class SuffixArray: cdef IntList sa cdef IntList ha - def __cinit__(self, from_binary=None, from_text=None): + def __cinit__(self, from_binary=None, from_text=None, side=None): self.darray = DataArray() self.sa = IntList() self.ha = IntList() if from_binary: self.read_binary(from_binary) elif from_text: - self.read_text(from_text) + self.read_text(from_text, side) def __getitem__(self, i): return self.sa.arr[i] @@ -29,13 +29,13 @@ cdef class SuffixArray: def getSentPos(self, loc): return self.darray.getSentPos(loc) - def read_text(self, char* filename): + def read_text(self, filename, side): '''Constructs suffix array using the algorithm of Larsson & Sadahkane (1999)''' cdef int V, N, i, j, h, a_i, n, current_run, skip cdef IntList isa, word_count - self.darray = DataArray(from_text=filename, use_sent_id=True) + self.darray = DataArray(from_text=filename, side=side, use_sent_id=True) N = len(self.darray) V = len(self.darray.id2word) -- cgit v1.2.3 From 16d0e2a34df3e32e8992aeda3ad2de7a6e525f14 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sat, 28 Jul 2012 18:35:11 -0400 Subject: slight improvement to the way NTs are handled in the FST-CFG composition algorithm, new rescoring mode --- decoder/Makefile.am | 2 + decoder/decoder.cc | 6 ++- decoder/earley_composer.cc | 38 +++++++++++++++--- decoder/hg.cc | 63 ------------------------------ decoder/hg.h | 17 ++------ decoder/hg_remove_eps.cc | 91 +++++++++++++++++++++++++++++++++++++++++++ decoder/hg_remove_eps.h | 13 +++++++ decoder/rescore_translator.cc | 57 +++++++++++++++++++++++++++ decoder/translator.h | 13 +++++++ decoder/trule.cc | 4 +- 10 files changed, 218 insertions(+), 86 deletions(-) create mode 100644 decoder/hg_remove_eps.cc create mode 100644 decoder/hg_remove_eps.h create mode 100644 decoder/rescore_translator.cc diff --git a/decoder/Makefile.am b/decoder/Makefile.am index 00d01e53..0a792549 100644 --- a/decoder/Makefile.am +++ b/decoder/Makefile.am @@ -37,9 +37,11 @@ libcdec_a_SOURCES = \ fst_translator.cc \ csplit.cc \ translator.cc \ + rescore_translator.cc \ scfg_translator.cc \ hg.cc \ hg_io.cc \ + hg_remove_eps.cc \ decoder.cc \ hg_intersect.cc \ hg_sampler.cc \ diff --git a/decoder/decoder.cc b/decoder/decoder.cc index ad4e9e07..a6f7b1ce 100644 --- a/decoder/decoder.cc +++ b/decoder/decoder.cc @@ -527,8 +527,8 @@ DecoderImpl::DecoderImpl(po::variables_map& conf, int argc, char** argv, istream } formalism = LowercaseString(str("formalism",conf)); - if (formalism != "scfg" && formalism != "fst" && formalism != "lextrans" && formalism != "pb" && formalism != "csplit" && formalism != "tagger" && formalism != "lexalign") { - cerr << "Error: --formalism takes only 'scfg', 'fst', 'pb', 'csplit', 'lextrans', 'lexalign', or 'tagger'\n"; + if (formalism != "scfg" && formalism != "fst" && formalism != "lextrans" && formalism != "pb" && formalism != "csplit" && formalism != "tagger" && formalism != "lexalign" && formalism != "rescore") { + cerr << "Error: --formalism takes only 'scfg', 'fst', 'pb', 'csplit', 'lextrans', 'lexalign', 'rescore', or 'tagger'\n"; cerr << dcmdline_options << endl; exit(1); } @@ -675,6 +675,8 @@ DecoderImpl::DecoderImpl(po::variables_map& conf, int argc, char** argv, istream translator.reset(new LexicalTrans(conf)); else if (formalism == "lexalign") translator.reset(new LexicalAlign(conf)); + else if (formalism == "rescore") + translator.reset(new RescoreTranslator(conf)); else if (formalism == "tagger") translator.reset(new Tagger(conf)); else diff --git a/decoder/earley_composer.cc b/decoder/earley_composer.cc index d265d954..efce70a6 100644 --- a/decoder/earley_composer.cc +++ b/decoder/earley_composer.cc @@ -16,6 +16,7 @@ #include "sparse_vector.h" #include "tdict.h" #include "hg.h" +#include "hg_remove_eps.h" using namespace std; using namespace std::tr1; @@ -48,6 +49,27 @@ static void InitializeConstants() { } //////////////////////////////////////////////////////////// +TRulePtr CreateBinaryRule(int lhs, int rhs1, int rhs2) { + TRule* r = new TRule(*kX1X2); + r->lhs_ = lhs; + r->f_[0] = rhs1; + r->f_[1] = rhs2; + return TRulePtr(r); +} + +TRulePtr CreateUnaryRule(int lhs, int rhs1) { + TRule* r = new TRule(*kX1); + r->lhs_ = lhs; + r->f_[0] = rhs1; + return TRulePtr(r); +} + +TRulePtr CreateEpsilonRule(int lhs) { + TRule* r = new TRule(*kEPSRule); + r->lhs_ = lhs; + return TRulePtr(r); +} + class EGrammarNode { friend bool EarleyComposer::Compose(const Hypergraph& src_forest, Hypergraph* trg_forest); friend void AddGrammarRule(const string& r, map* g); @@ -356,7 +378,7 @@ class EarleyComposerImpl { } if (goal_node) { forest->PruneUnreachable(goal_node->id_); - forest->EpsilonRemove(kEPS); + RemoveEpsilons(forest, kEPS); } FreeAll(); return goal_node; @@ -557,24 +579,30 @@ class EarleyComposerImpl { } Hypergraph::Node*& head_node = edge2node[edge]; if (!head_node) - head_node = hg->AddNode(kPHRASE); + head_node = hg->AddNode(edge->cat); if (edge->cat == start_cat_ && edge->q == q_0_ && edge->r == q_0_ && edge->IsPassive()) { assert(goal_node == NULL || goal_node == head_node); goal_node = head_node; } + int rhs1 = 0; + int rhs2 = 0; Hypergraph::TailNodeVector tail; SparseVector extra; if (edge->IsCreatedByPredict()) { // extra.set_value(FD::Convert("predict"), 1); } else if (edge->IsCreatedByScan()) { tail.push_back(edge2node[edge->active_parent]->id_); + rhs1 = edge->active_parent->cat; if (tps) { tail.push_back(tps->id_); + rhs2 = kPHRASE; } //extra.set_value(FD::Convert("scan"), 1); } else if (edge->IsCreatedByComplete()) { tail.push_back(edge2node[edge->active_parent]->id_); + rhs1 = edge->active_parent->cat; tail.push_back(edge2node[edge->passive_parent]->id_); + rhs2 = edge->passive_parent->cat; //extra.set_value(FD::Convert("complete"), 1); } else { assert(!"unexpected edge type!"); @@ -592,11 +620,11 @@ class EarleyComposerImpl { #endif Hypergraph::Edge* hg_edge = NULL; if (tail.size() == 0) { - hg_edge = hg->AddEdge(kEPSRule, tail); + hg_edge = hg->AddEdge(CreateEpsilonRule(edge->cat), tail); } else if (tail.size() == 1) { - hg_edge = hg->AddEdge(kX1, tail); + hg_edge = hg->AddEdge(CreateUnaryRule(edge->cat, rhs1), tail); } else if (tail.size() == 2) { - hg_edge = hg->AddEdge(kX1X2, tail); + hg_edge = hg->AddEdge(CreateBinaryRule(edge->cat, rhs1, rhs2), tail); } if (edge->features) hg_edge->feature_values_ += *edge->features; diff --git a/decoder/hg.cc b/decoder/hg.cc index dd272221..7240a8ab 100644 --- a/decoder/hg.cc +++ b/decoder/hg.cc @@ -605,69 +605,6 @@ void Hypergraph::TopologicallySortNodesAndEdges(int goal_index, #endif } -TRulePtr Hypergraph::kEPSRule; -TRulePtr Hypergraph::kUnaryRule; - -void Hypergraph::EpsilonRemove(WordID eps) { - if (!kEPSRule) { - kEPSRule.reset(new TRule("[X] ||| ||| ")); - kUnaryRule.reset(new TRule("[X] ||| [X,1] ||| [X,1]")); - } - vector kill(edges_.size(), false); - for (unsigned i = 0; i < edges_.size(); ++i) { - const Edge& edge = edges_[i]; - if (edge.tail_nodes_.empty() && - edge.rule_->f_.size() == 1 && - edge.rule_->f_[0] == eps) { - kill[i] = true; - if (!edge.feature_values_.empty()) { - Node& node = nodes_[edge.head_node_]; - if (node.in_edges_.size() != 1) { - cerr << "[WARNING] edge with features going into non-empty node - can't promote\n"; - // this *probably* means that there are multiple derivations of the - // same sequence via different paths through the input forest - // this needs to be investigated and fixed - } else { - for (unsigned j = 0; j < node.out_edges_.size(); ++j) - edges_[node.out_edges_[j]].feature_values_ += edge.feature_values_; - // cerr << "PROMOTED " << edge.feature_values_ << endl; - } - } - } - } - bool created_eps = false; - PruneEdges(kill); - for (unsigned i = 0; i < nodes_.size(); ++i) { - const Node& node = nodes_[i]; - if (node.in_edges_.empty()) { - for (unsigned j = 0; j < node.out_edges_.size(); ++j) { - Edge& edge = edges_[node.out_edges_[j]]; - if (edge.rule_->Arity() == 2) { - assert(edge.rule_->f_.size() == 2); - assert(edge.rule_->e_.size() == 2); - edge.rule_ = kUnaryRule; - unsigned cur = node.id_; - int t = -1; - assert(edge.tail_nodes_.size() == 2); - for (unsigned i = 0; i < 2u; ++i) if (edge.tail_nodes_[i] != cur) { t = edge.tail_nodes_[i]; } - assert(t != -1); - edge.tail_nodes_.resize(1); - edge.tail_nodes_[0] = t; - } else { - edge.rule_ = kEPSRule; - edge.rule_->f_[0] = eps; - edge.rule_->e_[0] = eps; - edge.tail_nodes_.clear(); - created_eps = true; - } - } - } - } - vector k2(edges_.size(), false); - PruneEdges(k2); - if (created_eps) EpsilonRemove(eps); -} - struct EdgeWeightSorter { const Hypergraph& hg; EdgeWeightSorter(const Hypergraph& h) : hg(h) {} diff --git a/decoder/hg.h b/decoder/hg.h index 91d25f01..591e98ce 100644 --- a/decoder/hg.h +++ b/decoder/hg.h @@ -148,7 +148,7 @@ public: void show(std::ostream &o,unsigned mask=SPAN|RULE) const { o<<'{'; if (mask&CATEGORY) - o<GetLHS()); + o<< '[' << TD::Convert(-rule_->GetLHS()) << ']'; if (mask&PREV_SPAN) o<<'<'<'; if (mask&SPAN) @@ -156,9 +156,9 @@ public: if (mask&PROB) o<<" p="<AsString(mask&RULE_LHS); + o<<' '<AsString(mask&RULE_LHS); if (USE_INFO_EDGE) { std::string const& i=info(); if (mask&&!i.empty()) o << " |||"< @@ -535,9 +527,6 @@ public: private: Hypergraph(int num_nodes, int num_edges, bool is_lc) : is_linear_chain_(is_lc), nodes_(num_nodes), edges_(num_edges),edges_topo_(true) {} - - static TRulePtr kEPSRule; - static TRulePtr kUnaryRule; }; diff --git a/decoder/hg_remove_eps.cc b/decoder/hg_remove_eps.cc new file mode 100644 index 00000000..050c4876 --- /dev/null +++ b/decoder/hg_remove_eps.cc @@ -0,0 +1,91 @@ +#include "hg_remove_eps.h" + +#include + +#include "trule.h" +#include "hg.h" + +using namespace std; + +namespace { + TRulePtr kEPSRule; + TRulePtr kUnaryRule; + + TRulePtr CreateUnaryRule(int lhs, int rhs) { + if (!kUnaryRule) kUnaryRule.reset(new TRule("[X] ||| [X,1] ||| [X,1]")); + TRule* r = new TRule(*kUnaryRule); + assert(lhs < 0); + assert(rhs < 0); + r->lhs_ = lhs; + r->f_[0] = rhs; + return TRulePtr(r); + } + + TRulePtr CreateEpsilonRule(int lhs, WordID eps) { + if (!kEPSRule) kEPSRule.reset(new TRule("[X] ||| ||| ")); + TRule* r = new TRule(*kEPSRule); + r->lhs_ = lhs; + assert(lhs < 0); + assert(eps > 0); + r->e_[0] = eps; + r->f_[0] = eps; + return TRulePtr(r); + } +} + +void RemoveEpsilons(Hypergraph* g, WordID eps) { + vector kill(g->edges_.size(), false); + for (unsigned i = 0; i < g->edges_.size(); ++i) { + const Hypergraph::Edge& edge = g->edges_[i]; + if (edge.tail_nodes_.empty() && + edge.rule_->f_.size() == 1 && + edge.rule_->f_[0] == eps) { + kill[i] = true; + if (!edge.feature_values_.empty()) { + Hypergraph::Node& node = g->nodes_[edge.head_node_]; + if (node.in_edges_.size() != 1) { + cerr << "[WARNING] edge with features going into non-empty node - can't promote\n"; + // this *probably* means that there are multiple derivations of the + // same sequence via different paths through the input forest + // this needs to be investigated and fixed + } else { + for (unsigned j = 0; j < node.out_edges_.size(); ++j) + g->edges_[node.out_edges_[j]].feature_values_ += edge.feature_values_; + // cerr << "PROMOTED " << edge.feature_values_ << endl; + } + } + } + } + bool created_eps = false; + g->PruneEdges(kill); + for (unsigned i = 0; i < g->nodes_.size(); ++i) { + const Hypergraph::Node& node = g->nodes_[i]; + if (node.in_edges_.empty()) { + for (unsigned j = 0; j < node.out_edges_.size(); ++j) { + Hypergraph::Edge& edge = g->edges_[node.out_edges_[j]]; + const int lhs = edge.rule_->lhs_; + if (edge.rule_->Arity() == 2) { + assert(edge.rule_->f_.size() == 2); + assert(edge.rule_->e_.size() == 2); + unsigned cur = node.id_; + int t = -1; + assert(edge.tail_nodes_.size() == 2); + int rhs = 0; + for (unsigned i = 0; i < 2u; ++i) if (edge.tail_nodes_[i] != cur) { t = edge.tail_nodes_[i]; rhs = edge.rule_->f_[i]; } + assert(t != -1); + edge.tail_nodes_.resize(1); + edge.tail_nodes_[0] = t; + edge.rule_ = CreateUnaryRule(lhs, rhs); + } else { + edge.rule_ = CreateEpsilonRule(lhs, eps); + edge.tail_nodes_.clear(); + created_eps = true; + } + } + } + } + vector k2(g->edges_.size(), false); + g->PruneEdges(k2); + if (created_eps) RemoveEpsilons(g, eps); +} + diff --git a/decoder/hg_remove_eps.h b/decoder/hg_remove_eps.h new file mode 100644 index 00000000..82f06039 --- /dev/null +++ b/decoder/hg_remove_eps.h @@ -0,0 +1,13 @@ +#ifndef _HG_REMOVE_EPS_H_ +#define _HG_REMOVE_EPS_H_ + +#include "wordid.h" +class Hypergraph; + +// This is not a complete implementation of the general algorithm for +// doing this. It makes a few weird assumptions, for example, that +// if some nonterminal X rewrites as eps, then that is the only thing +// that it rewrites as. This needs to be fixed for the general case! +void RemoveEpsilons(Hypergraph* g, WordID eps); + +#endif diff --git a/decoder/rescore_translator.cc b/decoder/rescore_translator.cc new file mode 100644 index 00000000..5c417393 --- /dev/null +++ b/decoder/rescore_translator.cc @@ -0,0 +1,57 @@ +#include "translator.h" + +#include +#include + +#include "sentence_metadata.h" +#include "hg.h" +#include "hg_io.h" +#include "tdict.h" + +using namespace std; + +struct RescoreTranslatorImpl { + RescoreTranslatorImpl(const boost::program_options::variables_map& conf) : + goal_sym(conf["goal"].as()), + kGOAL_RULE(new TRule("[Goal] ||| [" + goal_sym + ",1] ||| [1]")), + kGOAL(TD::Convert("Goal") * -1) { + } + + bool Translate(const string& input, + const vector& weights, + Hypergraph* forest) { + if (input.find("{\"rules\"") == 0) { + istringstream is(input); + Hypergraph src_cfg_hg; + if (!HypergraphIO::ReadFromJSON(&is, forest)) { + cerr << "Parse error while reading HG from JSON.\n"; + abort(); + } + } else { + cerr << "Can only read HG input from JSON: use training/grammar_convert\n"; + abort(); + } + Hypergraph::TailNodeVector tail(1, forest->nodes_.size() - 1); + Hypergraph::Node* goal = forest->AddNode(kGOAL); + Hypergraph::Edge* hg_edge = forest->AddEdge(kGOAL_RULE, tail); + forest->ConnectEdgeToHeadNode(hg_edge, goal); + forest->Reweight(weights); + return true; + } + + const string goal_sym; + const TRulePtr kGOAL_RULE; + const WordID kGOAL; +}; + +RescoreTranslator::RescoreTranslator(const boost::program_options::variables_map& conf) : + pimpl_(new RescoreTranslatorImpl(conf)) {} + +bool RescoreTranslator::TranslateImpl(const string& input, + SentenceMetadata* smeta, + const vector& weights, + Hypergraph* minus_lm_forest) { + smeta->SetSourceLength(0); // don't know how to compute this + return pimpl_->Translate(input, weights, minus_lm_forest); +} + diff --git a/decoder/translator.h b/decoder/translator.h index fc2bb760..c0800e84 100644 --- a/decoder/translator.h +++ b/decoder/translator.h @@ -85,4 +85,17 @@ class FSTTranslator : public Translator { boost::shared_ptr pimpl_; }; +class RescoreTranslatorImpl; +class RescoreTranslator : public Translator { + public: + RescoreTranslator(const boost::program_options::variables_map& conf); + private: + bool TranslateImpl(const std::string& src, + SentenceMetadata* smeta, + const std::vector& weights, + Hypergraph* minus_lm_forest); + private: + boost::shared_ptr pimpl_; +}; + #endif diff --git a/decoder/trule.cc b/decoder/trule.cc index 187a003d..896f9f3d 100644 --- a/decoder/trule.cc +++ b/decoder/trule.cc @@ -237,9 +237,9 @@ void TRule::ComputeArity() { string TRule::AsString(bool verbose) const { ostringstream os; int idx = 0; - if (lhs_ && verbose) { + if (lhs_) { os << '[' << TD::Convert(lhs_ * -1) << "] |||"; - } + } else { os << "NOLHS |||"; } for (unsigned i = 0; i < f_.size(); ++i) { const WordID& w = f_[i]; if (w < 0) { -- cgit v1.2.3 From 9d54348bc14ace7f2629efd145d452650e13684a Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sat, 28 Jul 2012 18:54:07 -0400 Subject: fix moved function --- gi/pf/cfg_wfst_composer.cc | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/gi/pf/cfg_wfst_composer.cc b/gi/pf/cfg_wfst_composer.cc index 517446d4..19c0875d 100644 --- a/gi/pf/cfg_wfst_composer.cc +++ b/gi/pf/cfg_wfst_composer.cc @@ -16,6 +16,7 @@ #include "sparse_vector.h" #include "tdict.h" #include "hg.h" +#include "hg_remove_eps.h" namespace po = boost::program_options; using namespace std; @@ -359,7 +360,7 @@ class CFG_WFSTComposerImpl { } if (goal_node) { forest->PruneUnreachable(goal_node->id_); - forest->EpsilonRemove(kEPS); + RemoveEpsilons(forest, kEPS); } FreeAll(); return goal_node; -- cgit v1.2.3 From fd5e2c6858c7522917d6498bdb074b6d03cbacf2 Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Sat, 28 Jul 2012 20:11:56 -0400 Subject: [python] Fix grammar non-terminal memory bug --- python/src/_cdec.cpp | 205 ++++++++++++++++++++++++++++--------------------- python/src/grammar.pxi | 6 +- 2 files changed, 121 insertions(+), 90 deletions(-) diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 20b86169..88c03520 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.17.beta1 on Fri Jul 27 22:15:28 2012 */ +/* Generated by Cython 0.17.beta1 on Sat Jul 28 20:10:21 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -482,7 +482,7 @@ struct __pyx_obj_5_cdec_Scorer { * * cdef class NTRef: # <<<<<<<<<<<<<< * cdef public unsigned ref - * def __init__(self, ref): + * def __init__(self, unsigned ref): */ struct __pyx_obj_5_cdec_NTRef { PyObject_HEAD @@ -718,12 +718,12 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr { * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) * * cdef class NT: # <<<<<<<<<<<<<< - * cdef public char* cat + * cdef public bytes cat * cdef public unsigned ref */ struct __pyx_obj_5_cdec_NT { PyObject_HEAD - char *cat; + PyObject *cat; unsigned int ref; }; @@ -1784,13 +1784,14 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_37__div__(PyObject *__pyx_v_x, P #endif static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self); /* proto */ static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_phrase); /* proto */ -static int __pyx_pf_5_cdec_2NT___init__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_cat, PyObject *__pyx_v_ref); /* proto */ +static int __pyx_pf_5_cdec_2NT___init__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, char *__pyx_v_cat, unsigned int __pyx_v_ref); /* proto */ static PyObject *__pyx_pf_5_cdec_2NT_2__str__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_2NT_3cat___get__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_2NT_3cat_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_5_cdec_2NT_3cat_4__del__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_2NT_3ref___get__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_2NT_3ref_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_5_cdec_5NTRef___init__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, PyObject *__pyx_v_ref); /* proto */ +static int __pyx_pf_5_cdec_5NTRef___init__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, unsigned int __pyx_v_ref); /* proto */ static PyObject *__pyx_pf_5_cdec_5NTRef_2__str__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_5NTRef_3ref___get__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_5NTRef_3ref_2__set__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ @@ -4832,15 +4833,14 @@ static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyO /* Python wrapper */ static int __pyx_pw_5_cdec_2NT_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_2)); + __pyx_r = ((PyObject *)__pyx_t_2); + __pyx_t_2 = 0; goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); @@ -5029,7 +5031,6 @@ static PyObject *__pyx_pf_5_cdec_2NT_2__str__(struct __pyx_obj_5_cdec_NT *__pyx_ __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_2); __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); __Pyx_AddTraceback("_cdec.NT.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; @@ -5052,32 +5053,21 @@ static PyObject *__pyx_pw_5_cdec_2NT_3cat_1__get__(PyObject *__pyx_v_self) { /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":9 * * cdef class NT: - * cdef public char* cat # <<<<<<<<<<<<<< + * cdef public bytes cat # <<<<<<<<<<<<<< * cdef public unsigned ref - * def __init__(self, cat, ref=0): + * def __init__(self, char* cat, unsigned ref=0): */ static PyObject *__pyx_pf_5_cdec_2NT_3cat___get__(struct __pyx_obj_5_cdec_NT *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(__pyx_v_self->cat); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_r = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; + __Pyx_INCREF(((PyObject *)__pyx_v_self->cat)); + __pyx_r = ((PyObject *)__pyx_v_self->cat); goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.NT.cat.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); @@ -5098,13 +5088,16 @@ static int __pyx_pw_5_cdec_2NT_3cat_3__set__(PyObject *__pyx_v_self, PyObject *_ static int __pyx_pf_5_cdec_2NT_3cat_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value) { int __pyx_r; __Pyx_RefNannyDeclarations - char *__pyx_t_1; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__set__", 0); - __pyx_t_1 = PyBytes_AsString(__pyx_v_value); if (unlikely((!__pyx_t_1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_self->cat = __pyx_t_1; + if (!(likely(PyBytes_CheckExact(__pyx_v_value))||((__pyx_v_value) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected bytes, got %.200s", Py_TYPE(__pyx_v_value)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_INCREF(__pyx_v_value); + __Pyx_GIVEREF(__pyx_v_value); + __Pyx_GOTREF(__pyx_v_self->cat); + __Pyx_DECREF(((PyObject *)__pyx_v_self->cat)); + __pyx_v_self->cat = ((PyObject*)__pyx_v_value); __pyx_r = 0; goto __pyx_L0; @@ -5116,6 +5109,32 @@ static int __pyx_pf_5_cdec_2NT_3cat_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v return __pyx_r; } +/* Python wrapper */ +static int __pyx_pw_5_cdec_2NT_3cat_5__del__(PyObject *__pyx_v_self); /*proto*/ +static int __pyx_pw_5_cdec_2NT_3cat_5__del__(PyObject *__pyx_v_self) { + int __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__del__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_2NT_3cat_4__del__(((struct __pyx_obj_5_cdec_NT *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +static int __pyx_pf_5_cdec_2NT_3cat_4__del__(struct __pyx_obj_5_cdec_NT *__pyx_v_self) { + int __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__del__", 0); + __Pyx_INCREF(Py_None); + __Pyx_GIVEREF(Py_None); + __Pyx_GOTREF(__pyx_v_self->cat); + __Pyx_DECREF(((PyObject *)__pyx_v_self->cat)); + __pyx_v_self->cat = ((PyObject*)Py_None); + + __pyx_r = 0; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + /* Python wrapper */ static PyObject *__pyx_pw_5_cdec_2NT_3ref_1__get__(PyObject *__pyx_v_self); /*proto*/ static PyObject *__pyx_pw_5_cdec_2NT_3ref_1__get__(PyObject *__pyx_v_self) { @@ -5129,9 +5148,9 @@ static PyObject *__pyx_pw_5_cdec_2NT_3ref_1__get__(PyObject *__pyx_v_self) { /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":10 * cdef class NT: - * cdef public char* cat + * cdef public bytes cat * cdef public unsigned ref # <<<<<<<<<<<<<< - * def __init__(self, cat, ref=0): + * def __init__(self, char* cat, unsigned ref=0): * self.cat = cat */ @@ -5197,7 +5216,7 @@ static int __pyx_pf_5_cdec_2NT_3ref_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v /* Python wrapper */ static int __pyx_pw_5_cdec_5NTRef_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static int __pyx_pw_5_cdec_5NTRef_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { - PyObject *__pyx_v_ref = 0; + unsigned int __pyx_v_ref; int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__init__ (wrapper)", 0); @@ -5226,7 +5245,7 @@ static int __pyx_pw_5_cdec_5NTRef_1__init__(PyObject *__pyx_v_self, PyObject *__ } else { values[0] = PyTuple_GET_ITEM(__pyx_args, 0); } - __pyx_v_ref = values[0]; + __pyx_v_ref = __Pyx_PyInt_AsUnsignedInt(values[0]); if (unlikely((__pyx_v_ref == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -5244,36 +5263,26 @@ static int __pyx_pw_5_cdec_5NTRef_1__init__(PyObject *__pyx_v_self, PyObject *__ /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":22 * cdef class NTRef: * cdef public unsigned ref - * def __init__(self, ref): # <<<<<<<<<<<<<< + * def __init__(self, unsigned ref): # <<<<<<<<<<<<<< * self.ref = ref * */ -static int __pyx_pf_5_cdec_5NTRef___init__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, PyObject *__pyx_v_ref) { +static int __pyx_pf_5_cdec_5NTRef___init__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, unsigned int __pyx_v_ref) { int __pyx_r; __Pyx_RefNannyDeclarations - unsigned int __pyx_t_1; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__init__", 0); /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":23 * cdef public unsigned ref - * def __init__(self, ref): + * def __init__(self, unsigned ref): * self.ref = ref # <<<<<<<<<<<<<< * * def __str__(self): */ - __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_v_ref); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_self->ref = __pyx_t_1; + __pyx_v_self->ref = __pyx_v_ref; __pyx_r = 0; - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.NTRef.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; - __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } @@ -5352,7 +5361,7 @@ static PyObject *__pyx_pw_5_cdec_5NTRef_3ref_1__get__(PyObject *__pyx_v_self) { * * cdef class NTRef: * cdef public unsigned ref # <<<<<<<<<<<<<< - * def __init__(self, ref): + * def __init__(self, unsigned ref): * self.ref = ref */ @@ -18748,15 +18757,38 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { }; static PyObject *__pyx_tp_new_5_cdec_NT(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec_NT *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_NT *)o); + p->cat = ((PyObject*)Py_None); Py_INCREF(Py_None); return o; } static void __pyx_tp_dealloc_5_cdec_NT(PyObject *o) { + struct __pyx_obj_5_cdec_NT *p = (struct __pyx_obj_5_cdec_NT *)o; + Py_XDECREF(((PyObject *)p->cat)); (*Py_TYPE(o)->tp_free)(o); } +static int __pyx_tp_traverse_5_cdec_NT(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_NT *p = (struct __pyx_obj_5_cdec_NT *)o; + if (p->cat) { + e = (*v)(p->cat, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec_NT(PyObject *o) { + struct __pyx_obj_5_cdec_NT *p = (struct __pyx_obj_5_cdec_NT *)o; + PyObject* tmp; + tmp = ((PyObject*)p->cat); + p->cat = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + static PyObject *__pyx_getprop_5_cdec_2NT_cat(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_5_cdec_2NT_3cat_1__get__(o); } @@ -18766,8 +18798,7 @@ static int __pyx_setprop_5_cdec_2NT_cat(PyObject *o, PyObject *v, CYTHON_UNUSED return __pyx_pw_5_cdec_2NT_3cat_3__set__(o, v); } else { - PyErr_SetString(PyExc_NotImplementedError, "__del__"); - return -1; + return __pyx_pw_5_cdec_2NT_3cat_5__del__(o); } } @@ -18917,10 +18948,10 @@ static PyTypeObject __pyx_type_5_cdec_NT = { 0, /*tp_getattro*/ 0, /*tp_setattro*/ &__pyx_tp_as_buffer_NT, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec_NT, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_NT, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ diff --git a/python/src/grammar.pxi b/python/src/grammar.pxi index 5ec21422..59266238 100644 --- a/python/src/grammar.pxi +++ b/python/src/grammar.pxi @@ -6,9 +6,9 @@ def _phrase(phrase): return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) cdef class NT: - cdef public char* cat + cdef public bytes cat cdef public unsigned ref - def __init__(self, cat, ref=0): + def __init__(self, char* cat, unsigned ref=0): self.cat = cat self.ref = ref @@ -19,7 +19,7 @@ cdef class NT: cdef class NTRef: cdef public unsigned ref - def __init__(self, ref): + def __init__(self, unsigned ref): self.ref = ref def __str__(self): -- cgit v1.2.3 From c7d1b04980d9d90458625a7f8e92985c7409a78d Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 29 Jul 2012 21:04:14 -0400 Subject: fix grammar converter to remove edges that cannot exist in any valid derivation --- decoder/hg_io.cc | 1 + decoder/inside_outside.h | 4 ---- decoder/rescore_translator.cc | 1 + training/grammar_convert.cc | 27 +++++++++++++++++++++++++++ 4 files changed, 29 insertions(+), 4 deletions(-) diff --git a/decoder/hg_io.cc b/decoder/hg_io.cc index bfb2fb80..8bd40387 100644 --- a/decoder/hg_io.cc +++ b/decoder/hg_io.cc @@ -261,6 +261,7 @@ static void WriteRule(const TRule& r, ostream* out) { } bool HypergraphIO::WriteToJSON(const Hypergraph& hg, bool remove_rules, ostream* out) { + if (hg.empty()) { *out << "{}\n"; return true; } map rid; ostream& o = *out; rid[NULL] = 0; diff --git a/decoder/inside_outside.h b/decoder/inside_outside.h index bb7f9fcc..f73a1d3f 100644 --- a/decoder/inside_outside.h +++ b/decoder/inside_outside.h @@ -41,10 +41,6 @@ WeightType Inside(const Hypergraph& hg, WeightType* const cur_node_inside_score = &inside_score[i]; Hypergraph::EdgesVector const& in=hg.nodes_[i].in_edges_; const unsigned num_in_edges = in.size(); - if (num_in_edges == 0) { - *cur_node_inside_score = WeightType(1); //FIXME: why not call weight(edge) instead? - continue; - } for (unsigned j = 0; j < num_in_edges; ++j) { const Hypergraph::Edge& edge = hg.edges_[in[j]]; WeightType score = weight(edge); diff --git a/decoder/rescore_translator.cc b/decoder/rescore_translator.cc index 5c417393..10192f7a 100644 --- a/decoder/rescore_translator.cc +++ b/decoder/rescore_translator.cc @@ -20,6 +20,7 @@ struct RescoreTranslatorImpl { bool Translate(const string& input, const vector& weights, Hypergraph* forest) { + if (input == "{}") return false; if (input.find("{\"rules\"") == 0) { istringstream is(input); Hypergraph src_cfg_hg; diff --git a/training/grammar_convert.cc b/training/grammar_convert.cc index bf8abb26..607a7cb9 100644 --- a/training/grammar_convert.cc +++ b/training/grammar_convert.cc @@ -9,6 +9,7 @@ #include #include +#include "inside_outside.h" #include "tdict.h" #include "filelib.h" #include "hg.h" @@ -69,6 +70,32 @@ void FilterAndCheckCorrectness(int goal, Hypergraph* hg) { if (hg->nodes_.size() != old_size) { cerr << "Warning! During sorting " << (old_size - hg->nodes_.size()) << " disappeared!\n"; } + vector inside; // inside score at each node + double p = Inside(*hg, &inside); + if (!p) { + cerr << "Warning! Grammar defines the empty language!\n"; + hg->clear(); + return; + } + vector prune(hg->edges_.size(), false); + int bad_edges = 0; + for (unsigned i = 0; i < hg->edges_.size(); ++i) { + Hypergraph::Edge& edge = hg->edges_[i]; + bool bad = false; + for (unsigned j = 0; j < edge.tail_nodes_.size(); ++j) { + if (!inside[edge.tail_nodes_[j]]) { + bad = true; + ++bad_edges; + } + } + prune[i] = bad; + } + cerr << "Removing " << bad_edges << " bad edges from the grammar.\n"; + for (unsigned i = 0; i < hg->edges_.size(); ++i) { + if (prune[i]) + cerr << " " << hg->edges_[i].rule_->AsString() << endl; + } + hg->PruneEdges(prune); } void CreateEdge(const TRulePtr& r, const Hypergraph::TailNodeVector& tail, Hypergraph::Node* head_node, Hypergraph* hg) { -- cgit v1.2.3 From 3325742971681642adadfac180f8e0e27014bd57 Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Mon, 30 Jul 2012 00:04:02 -0400 Subject: [python] monolingual grammars --- python/pkg/cdec/__init__.py | 2 +- python/src/_cdec.cpp | 588 ++++++++++++++++++++++++++++++++++++++++---- python/src/grammar.pxi | 12 + 3 files changed, 549 insertions(+), 53 deletions(-) diff --git a/python/pkg/cdec/__init__.py b/python/pkg/cdec/__init__.py index 503ac787..531fea49 100644 --- a/python/pkg/cdec/__init__.py +++ b/python/pkg/cdec/__init__.py @@ -1 +1 @@ -from cdec._cdec import Decoder, Lattice, TRule, NT, NTRef, ParseFailed, InvalidConfig +from cdec._cdec import Decoder, Lattice, TRule, MRule, NT, NTRef, ParseFailed, InvalidConfig diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 88c03520..dcd33448 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.17.beta1 on Sat Jul 28 20:10:21 2012 */ +/* Generated by Cython 0.17.beta1 on Sun Jul 29 23:00:27 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -417,6 +417,7 @@ struct __pyx_obj_5_cdec_CandidateSet; struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__; struct __pyx_obj_5_cdec_TRule; struct __pyx_obj_4cdec_2sa_3_sa_Rule; +struct __pyx_obj_5_cdec_MRule; struct __pyx_obj_5_cdec_SegmentEvaluator; struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__; struct __pyx_obj_5_cdec_Candidate; @@ -535,8 +536,8 @@ struct __pyx_obj_4cdec_2sa_3_sa_Phrase { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":169 - * _phrase(self.f), _phrase(self.e), scores) +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":181 + * super(MRule, self).__init__(lhs, rhs, e, scores, a) * * cdef class Grammar: # <<<<<<<<<<<<<< * cdef shared_ptr[grammar.Grammar]* grammar @@ -652,6 +653,18 @@ struct __pyx_obj_4cdec_2sa_3_sa_Rule { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":169 + * _phrase(self.f), _phrase(self.e), scores) + * + * cdef class MRule(TRule): # <<<<<<<<<<<<<< + * def __init__(self, lhs, rhs, scores, a=None): + * cdef unsigned i = 1 + */ +struct __pyx_obj_5_cdec_MRule { + struct __pyx_obj_5_cdec_TRule __pyx_base; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":98 * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) * @@ -898,7 +911,7 @@ struct __pyx_obj_5_cdec_DenseVector { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":175 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":187 * del self.grammar * * def __iter__(self): # <<<<<<<<<<<<<< @@ -1136,7 +1149,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":192 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":204 * self.grammar.get().SetGrammarName(string(name)) * * cdef class TextGrammar(Grammar): # <<<<<<<<<<<<<< @@ -1693,6 +1706,7 @@ static PyTypeObject *__pyx_ptype_5_cdec_SparseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_NT = 0; static PyTypeObject *__pyx_ptype_5_cdec_NTRef = 0; static PyTypeObject *__pyx_ptype_5_cdec_TRule = 0; +static PyTypeObject *__pyx_ptype_5_cdec_MRule = 0; static PyTypeObject *__pyx_ptype_5_cdec_Grammar = 0; static PyTypeObject *__pyx_ptype_5_cdec_TextGrammar = 0; static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; @@ -1746,6 +1760,7 @@ static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_KeyError; static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_NotImplemented; +static PyObject *__pyx_builtin_super; static PyObject *__pyx_builtin_ValueError; static PyObject *__pyx_builtin_eval; static PyObject *__pyx_builtin_enumerate; @@ -1810,6 +1825,7 @@ static PyObject *__pyx_pf_5_cdec_5TRule_3lhs___get__(struct __pyx_obj_5_cdec_TRu static int __pyx_pf_5_cdec_5TRule_3lhs_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_lhs); /* proto */ static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self); /* proto */ static PyObject *__pyx_pf_5_cdec_5TRule_4__str__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5MRule___init__(struct __pyx_obj_5_cdec_MRule *__pyx_v_self, PyObject *__pyx_v_lhs, PyObject *__pyx_v_rhs, PyObject *__pyx_v_scores, PyObject *__pyx_v_a); /* proto */ static void __pyx_pf_5_cdec_7Grammar___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Grammar_2__iter__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Grammar_4name___get__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ @@ -1952,6 +1968,7 @@ static char __pyx_k__key[] = "key"; static char __pyx_k__lhs[] = "lhs"; static char __pyx_k__plf[] = "plf"; static char __pyx_k__ref[] = "ref"; +static char __pyx_k__rhs[] = "rhs"; static char __pyx_k__BLEU[] = "BLEU"; static char __pyx_k__eval[] = "eval"; static char __pyx_k__info[] = "info"; @@ -1973,6 +1990,7 @@ static char __pyx_k__rules[] = "rules"; static char __pyx_k__score[] = "score"; static char __pyx_k__split[] = "split"; static char __pyx_k__strip[] = "strip"; +static char __pyx_k__super[] = "super"; static char __pyx_k__value[] = "value"; static char __pyx_k__config[] = "config"; static char __pyx_k__csplit[] = "csplit"; 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__pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_trule)); __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_trule)); __Pyx_GIVEREF(__pyx_t_3); __pyx_cur_scope->__pyx_v_trule = ((struct __pyx_obj_5_cdec_TRule *)__pyx_t_3); __pyx_t_3 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":182 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":194 * for i in range(rbin.GetNumRules()): * trule = TRule.__new__(TRule) * trule.rule = new shared_ptr[grammar.TRule](rbin.GetIthRule(i)) # <<<<<<<<<<<<<< @@ -7935,7 +8243,7 @@ static PyObject *__pyx_gb_5_cdec_7Grammar_4generator3(__pyx_GeneratorObject *__p */ __pyx_cur_scope->__pyx_v_trule->rule = new boost::shared_ptr(__pyx_cur_scope->__pyx_v_rbin->GetIthRule(__pyx_cur_scope->__pyx_v_i)); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":183 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":195 * trule = TRule.__new__(TRule) * trule.rule = new shared_ptr[grammar.TRule](rbin.GetIthRule(i)) * yield trule # <<<<<<<<<<<<<< @@ -7954,7 +8262,7 @@ static PyObject *__pyx_gb_5_cdec_7Grammar_4generator3(__pyx_GeneratorObject *__p __pyx_L6_resume_from_yield:; __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; @@ -7980,7 +8288,7 @@ static PyObject *__pyx_pw_5_cdec_7Grammar_4name_1__get__(PyObject *__pyx_v_self) return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":186 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":198 * * property name: * def __get__(self): # <<<<<<<<<<<<<< @@ -7993,7 +8301,7 @@ static PyObject *__pyx_pf_5_cdec_7Grammar_4name___get__(struct __pyx_obj_5_cdec_ __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":187 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":199 * property name: * def __get__(self): * self.grammar.get().GetGrammarName().c_str() # <<<<<<<<<<<<<< @@ -8019,7 +8327,7 @@ static int __pyx_pw_5_cdec_7Grammar_4name_3__set__(PyObject *__pyx_v_self, PyObj return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":189 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":201 * self.grammar.get().GetGrammarName().c_str() * * def __set__(self, name): # <<<<<<<<<<<<<< @@ -8036,14 +8344,14 @@ static int __pyx_pf_5_cdec_7Grammar_4name_2__set__(struct __pyx_obj_5_cdec_Gramm int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__set__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":190 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":202 * * def __set__(self, name): * self.grammar.get().SetGrammarName(string(name)) # <<<<<<<<<<<<<< * * cdef class TextGrammar(Grammar): */ - __pyx_t_1 = PyBytes_AsString(__pyx_v_name); if (unlikely((!__pyx_t_1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyBytes_AsString(__pyx_v_name); if (unlikely((!__pyx_t_1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->grammar->get()->SetGrammarName(std::string(((char *)__pyx_t_1))); __pyx_r = 0; @@ -8081,7 +8389,7 @@ static int __pyx_pw_5_cdec_11TextGrammar_1__cinit__(PyObject *__pyx_v_self, PyOb else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; @@ -8092,7 +8400,7 @@ static int __pyx_pw_5_cdec_11TextGrammar_1__cinit__(PyObject *__pyx_v_self, PyOb } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.TextGrammar.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -8103,7 +8411,7 @@ static int __pyx_pw_5_cdec_11TextGrammar_1__cinit__(PyObject *__pyx_v_self, PyOb return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":193 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":205 * * cdef class TextGrammar(Grammar): * def __cinit__(self, rules): # <<<<<<<<<<<<<< @@ -8128,7 +8436,7 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__cinit__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":194 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":206 * cdef class TextGrammar(Grammar): * def __cinit__(self, rules): * self.grammar = new shared_ptr[grammar.Grammar](new grammar.TextGrammar()) # <<<<<<<<<<<<<< @@ -8137,7 +8445,7 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG */ __pyx_v_self->__pyx_base.grammar = new boost::shared_ptr(new TextGrammar()); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":195 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":207 * def __cinit__(self, rules): * self.grammar = new shared_ptr[grammar.Grammar](new grammar.TextGrammar()) * cdef grammar.TextGrammar* _g = self.grammar.get() # <<<<<<<<<<<<<< @@ -8146,7 +8454,7 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG */ __pyx_v__g = ((TextGrammar *)__pyx_v_self->__pyx_base.grammar->get()); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":196 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":208 * self.grammar = new shared_ptr[grammar.Grammar](new grammar.TextGrammar()) * cdef grammar.TextGrammar* _g = self.grammar.get() * for trule in rules: # <<<<<<<<<<<<<< @@ -8157,7 +8465,7 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG __pyx_t_1 = __pyx_v_rules; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0; __pyx_t_3 = NULL; } else { - __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_rules); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_rules); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; } @@ -8167,21 +8475,21 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; #else - __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) { if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break; #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; #else - __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; #endif } else { __pyx_t_4 = __pyx_t_3(__pyx_t_1); if (unlikely(!__pyx_t_4)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -8191,7 +8499,7 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG __pyx_v_trule = __pyx_t_4; __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":197 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":209 * cdef grammar.TextGrammar* _g = self.grammar.get() * for trule in rules: * if isinstance(trule, _sa.Rule): # <<<<<<<<<<<<<< @@ -8204,17 +8512,17 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; if (__pyx_t_5) { - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":198 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":210 * for trule in rules: * if isinstance(trule, _sa.Rule): * trule = convert_rule(trule) # <<<<<<<<<<<<<< * elif not isinstance(trule, TRule): * raise ValueError('the grammar should contain TRule objects') */ - if (!(likely(((__pyx_v_trule) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_trule, __pyx_ptype_4cdec_2sa_3_sa_Rule))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_trule) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_trule, __pyx_ptype_4cdec_2sa_3_sa_Rule))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_4 = __pyx_v_trule; __Pyx_INCREF(__pyx_t_4); - __pyx_t_6 = ((PyObject *)__pyx_f_5_cdec_convert_rule(((struct __pyx_obj_4cdec_2sa_3_sa_Rule *)__pyx_t_4))); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = ((PyObject *)__pyx_f_5_cdec_convert_rule(((struct __pyx_obj_4cdec_2sa_3_sa_Rule *)__pyx_t_4))); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_DECREF(__pyx_v_trule); @@ -8223,7 +8531,7 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG goto __pyx_L5; } - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":199 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":211 * if isinstance(trule, _sa.Rule): * trule = convert_rule(trule) * elif not isinstance(trule, TRule): # <<<<<<<<<<<<<< @@ -8237,22 +8545,22 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG __pyx_t_7 = (!__pyx_t_5); if (__pyx_t_7) { - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":200 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":212 * trule = convert_rule(trule) * elif not isinstance(trule, TRule): * raise ValueError('the grammar should contain TRule objects') # <<<<<<<<<<<<<< * _g.AddRule(( trule).rule[0]) */ - __pyx_t_6 = PyObject_Call(__pyx_builtin_ValueError, ((PyObject *)__pyx_k_tuple_14), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyObject_Call(__pyx_builtin_ValueError, ((PyObject *)__pyx_k_tuple_14), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_Raise(__pyx_t_6, 0, 0, 0); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[2]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L1_error;} goto __pyx_L5; } __pyx_L5:; - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":201 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":213 * elif not isinstance(trule, TRule): * raise ValueError('the grammar should contain TRule objects') * _g.AddRule(( trule).rule[0]) # <<<<<<<<<<<<<< @@ -19428,6 +19736,174 @@ static PyTypeObject __pyx_type_5_cdec_TRule = { #endif }; +static PyObject *__pyx_tp_new_5_cdec_MRule(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = __pyx_tp_new_5_cdec_TRule(t, a, k); + if (!o) return 0; + return o; +} + +static PyMethodDef __pyx_methods_5_cdec_MRule[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_MRule = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_MRule = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_MRule = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_MRule = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_MRule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.MRule"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_MRule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_TRule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_MRule, /*tp_as_number*/ + &__pyx_tp_as_sequence_MRule, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_MRule, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + #if CYTHON_COMPILING_IN_PYPY + __pyx_pw_5_cdec_5TRule_5__str__, /*tp_str*/ + #else + 0, /*tp_str*/ + #endif + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_MRule, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_MRule, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + __pyx_pw_5_cdec_5MRule_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_MRule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + static PyObject *__pyx_tp_new_5_cdec_Grammar(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -27070,6 +27546,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s____class__, __pyx_k____class__, sizeof(__pyx_k____class__), 0, 0, 1, 1}, {&__pyx_n_s____enter__, __pyx_k____enter__, sizeof(__pyx_k____enter__), 0, 0, 1, 1}, {&__pyx_n_s____exit__, __pyx_k____exit__, sizeof(__pyx_k____exit__), 0, 0, 1, 1}, + {&__pyx_n_s____init__, __pyx_k____init__, sizeof(__pyx_k____init__), 0, 0, 1, 1}, {&__pyx_n_s____main__, __pyx_k____main__, sizeof(__pyx_k____main__), 0, 0, 1, 1}, {&__pyx_n_s____name__, __pyx_k____name__, sizeof(__pyx_k____name__), 0, 0, 1, 1}, {&__pyx_n_s____test__, __pyx_k____test__, sizeof(__pyx_k____test__), 0, 0, 1, 1}, @@ -27124,6 +27601,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__ref, __pyx_k__ref, sizeof(__pyx_k__ref), 0, 0, 1, 1}, {&__pyx_n_s__refs, __pyx_k__refs, sizeof(__pyx_k__refs), 0, 0, 1, 1}, {&__pyx_n_s__replace, __pyx_k__replace, sizeof(__pyx_k__replace), 0, 0, 1, 1}, + {&__pyx_n_s__rhs, __pyx_k__rhs, sizeof(__pyx_k__rhs), 0, 0, 1, 1}, {&__pyx_n_s__rules, __pyx_k__rules, sizeof(__pyx_k__rules), 0, 0, 1, 1}, {&__pyx_n_s__scfg, __pyx_k__scfg, sizeof(__pyx_k__scfg), 0, 0, 1, 1}, {&__pyx_n_s__score, __pyx_k__score, sizeof(__pyx_k__score), 0, 0, 1, 1}, @@ -27134,6 +27612,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__split, __pyx_k__split, sizeof(__pyx_k__split), 0, 0, 1, 1}, {&__pyx_n_s__startswith, __pyx_k__startswith, sizeof(__pyx_k__startswith), 0, 0, 1, 1}, {&__pyx_n_s__strip, __pyx_k__strip, sizeof(__pyx_k__strip), 0, 0, 1, 1}, + {&__pyx_n_s__super, __pyx_k__super, sizeof(__pyx_k__super), 0, 0, 1, 1}, {&__pyx_n_s__tagger, __pyx_k__tagger, sizeof(__pyx_k__tagger), 0, 0, 1, 1}, {&__pyx_n_s__utf8, __pyx_k__utf8, sizeof(__pyx_k__utf8), 0, 0, 1, 1}, {&__pyx_n_s__value, __pyx_k__value, sizeof(__pyx_k__value), 0, 0, 1, 1}, @@ -27146,7 +27625,8 @@ static int __Pyx_InitCachedBuiltins(void) { __pyx_builtin_KeyError = __Pyx_GetName(__pyx_b, __pyx_n_s__KeyError); if (!__pyx_builtin_KeyError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_ValueError = __Pyx_GetName(__pyx_b, __pyx_n_s__ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_super = __Pyx_GetName(__pyx_b, __pyx_n_s__super); if (!__pyx_builtin_super) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_ValueError = __Pyx_GetName(__pyx_b, __pyx_n_s__ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_enumerate = __Pyx_GetName(__pyx_b, __pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_IndexError = __Pyx_GetName(__pyx_b, __pyx_n_s__IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -27202,13 +27682,13 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_6)); - /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":200 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":212 * trule = convert_rule(trule) * elif not isinstance(trule, TRule): * raise ValueError('the grammar should contain TRule objects') # <<<<<<<<<<<<<< * _g.AddRule(( trule).rule[0]) */ - __pyx_k_tuple_14 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_14 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_14); __Pyx_INCREF(((PyObject *)__pyx_kp_s_13)); PyTuple_SET_ITEM(__pyx_k_tuple_14, 0, ((PyObject *)__pyx_kp_s_13)); @@ -27618,12 +28098,16 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "TRule", (PyObject *)&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_TRule = &__pyx_type_5_cdec_TRule; - if (PyType_Ready(&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Grammar", (PyObject *)&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type_5_cdec_MRule.tp_base = __pyx_ptype_5_cdec_TRule; + if (PyType_Ready(&__pyx_type_5_cdec_MRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "MRule", (PyObject *)&__pyx_type_5_cdec_MRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_MRule = &__pyx_type_5_cdec_MRule; + if (PyType_Ready(&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Grammar", (PyObject *)&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Grammar = &__pyx_type_5_cdec_Grammar; __pyx_type_5_cdec_TextGrammar.tp_base = __pyx_ptype_5_cdec_Grammar; - if (PyType_Ready(&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "TextGrammar", (PyObject *)&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TextGrammar", (PyObject *)&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_TextGrammar = &__pyx_type_5_cdec_TextGrammar; if (PyType_Ready(&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Hypergraph", (PyObject *)&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -27678,7 +28162,7 @@ PyMODINIT_FUNC PyInit__cdec(void) __pyx_ptype_5_cdec___pyx_scope_struct_5___str__ = &__pyx_type_5_cdec___pyx_scope_struct_5___str__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_6_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_6_genexpr; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_7___iter__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_kbest) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_8_kbest = &__pyx_type_5_cdec___pyx_scope_struct_8_kbest; diff --git a/python/src/grammar.pxi b/python/src/grammar.pxi index 59266238..a9a5ea14 100644 --- a/python/src/grammar.pxi +++ b/python/src/grammar.pxi @@ -166,6 +166,18 @@ cdef class TRule: return '%s ||| %s ||| %s ||| %s' % (self.lhs, _phrase(self.f), _phrase(self.e), scores) +cdef class MRule(TRule): + def __init__(self, lhs, rhs, scores, a=None): + cdef unsigned i = 1 + e = [] + for s in rhs: + if isinstance(s, NT): + e.append(NTRef(i)) + i += 1 + else: + e.append(s) + super(MRule, self).__init__(lhs, rhs, e, scores, a) + cdef class Grammar: cdef shared_ptr[grammar.Grammar]* grammar -- cgit v1.2.3 From 9fe0219562e5db25171cce8776381600ff9a5649 Mon Sep 17 00:00:00 2001 From: Kenneth Heafield Date: Mon, 30 Jul 2012 17:13:10 -0400 Subject: People shouldn't be using compile.sh in cdec, but might as well make it work --- klm/compile.sh | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) mode change 100644 => 100755 klm/compile.sh diff --git a/klm/compile.sh b/klm/compile.sh old mode 100644 new mode 100755 index 56f2e9b2..55759f97 --- a/klm/compile.sh +++ b/klm/compile.sh @@ -7,7 +7,8 @@ set -e -for i in util/{bit_packing,ersatz_progress,exception,file_piece,murmur_hash,file,mmap} lm/{bhiksha,binary_format,config,lm_exception,model,quantize,read_arpa,search_hashed,search_trie,trie,trie_sort,virtual_interface,vocab}; do +rm {lm,util}/*.o +for i in util/{bit_packing,ersatz_progress,exception,file_piece,murmur_hash,file,mmap,usage} lm/{bhiksha,binary_format,config,lm_exception,model,quantize,read_arpa,search_hashed,search_trie,trie,trie_sort,value_build,virtual_interface,vocab}; do g++ -I. -O3 -DNDEBUG $CXXFLAGS -c $i.cc -o $i.o done g++ -I. -O3 -DNDEBUG $CXXFLAGS lm/build_binary.cc {lm,util}/*.o -lz -o build_binary -- cgit v1.2.3