From 9a5e10322c82916a3c3fdfa0489ed1999bc988c5 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(), it[0].ptr().second) * pinc(it[0]) # ++it # <<<<<<<<<<<<<< @@ -2922,7 +3088,7 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_10generator1(__pyx_GeneratorObje } } - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":62 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":63 * pinc(it[0]) # ++it * finally: * del it # <<<<<<<<<<<<<< @@ -2982,7 +3148,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_12dot(PyObject *__pyx_v_self, Py return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":64 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":65 * del it * * def dot(self, other): # <<<<<<<<<<<<<< @@ -3001,7 +3167,7 @@ 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":65 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":66 * * def dot(self, other): * if isinstance(other, DenseVector): # <<<<<<<<<<<<<< @@ -3014,7 +3180,7 @@ 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":66 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":67 * def dot(self, other): * if isinstance(other, DenseVector): * return self.vector.dot(( other).vector[0]) # <<<<<<<<<<<<<< @@ -3022,7 +3188,7 @@ 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 = 66; __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 = 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 __pyx_obj_5_cd __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__len__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":79 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":80 * * def __len__(self): * return self.vector.size() # <<<<<<<<<<<<<< @@ -3264,7 +3430,7 @@ static int __pyx_pw_5_cdec_12SparseVector_18__contains__(PyObject *__pyx_v_self, __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__contains__ (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 = 81; __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 = 82; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -3277,7 +3443,7 @@ static int __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 __neg__(self): # <<<<<<<<<<<<<< @@ -3335,19 +3501,19 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_19__neg__(struct __pyx_obj_5_cde int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__neg__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":85 + /* "/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 */ - __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_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 = 86; __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 + /* "/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 __pyx_obj_5_cdec_SparseVector *)__pyx_v_other)); goto __pyx_L0; __pyx_L1_error:; @@ -3406,7 +3572,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_22__iadd__(PyObject *__pyx_v_sel return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":90 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":91 * return result * * def __iadd__(SparseVector self, SparseVector other): # <<<<<<<<<<<<<< @@ -3419,7 +3585,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_21__iadd__(struct __pyx_obj_5_cd __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__iadd__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":91 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":92 * * def __iadd__(SparseVector self, SparseVector other): * self.vector[0] += other.vector[0] # <<<<<<<<<<<<<< @@ -3428,7 +3594,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_21__iadd__(struct __pyx_obj_5_cd */ (__pyx_v_self->vector[0]) += (__pyx_v_other->vector[0]); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":92 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":93 * def __iadd__(SparseVector self, SparseVector other): * self.vector[0] += other.vector[0] * return self # <<<<<<<<<<<<<< @@ -3453,7 +3619,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_24__isub__(PyObject *__pyx_v_sel 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]; __pyx_lineno = 94; __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 = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __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)); goto __pyx_L0; __pyx_L1_error:; @@ -3463,7 +3629,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_24__isub__(PyObject *__pyx_v_sel return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":94 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":95 * return self * * def __isub__(SparseVector self, SparseVector other): # <<<<<<<<<<<<<< @@ -3476,7 +3642,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_23__isub__(struct __pyx_obj_5_cd __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__isub__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":95 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":96 * * def __isub__(SparseVector self, SparseVector other): * self.vector[0] -= other.vector[0] # <<<<<<<<<<<<<< @@ -3485,7 +3651,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_23__isub__(struct __pyx_obj_5_cd */ (__pyx_v_self->vector[0]) -= (__pyx_v_other->vector[0]); - /* "/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 *__pyx_pw_5_cdec_12SparseVector_26__imul__(PyObject *__pyx_v_sel return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":98 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":99 * return self * * def __imul__(SparseVector self, float scalar): # <<<<<<<<<<<<<< @@ -3538,7 +3704,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_25__imul__(struct __pyx_obj_5_cd __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__imul__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":99 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":100 * * def __imul__(SparseVector self, float scalar): * self.vector[0] *= scalar # <<<<<<<<<<<<<< @@ -3547,7 +3713,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_25__imul__(struct __pyx_obj_5_cd */ (__pyx_v_self->vector[0]) *= __pyx_v_scalar; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":100 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":101 * def __imul__(SparseVector self, float scalar): * self.vector[0] *= scalar * return self # <<<<<<<<<<<<<< @@ -3575,7 +3741,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_28__idiv__(PyObject *__pyx_v_sel __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__idiv__ (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 = 102; __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 = 103; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -3589,7 +3755,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_28__idiv__(PyObject *__pyx_v_sel } #endif /*!(#if PY_MAJOR_VERSION < 3)*/ -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":102 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":103 * return self * * def __idiv__(SparseVector self, float scalar): # <<<<<<<<<<<<<< @@ -3603,7 +3769,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_27__idiv__(struct __pyx_obj_5_cd __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__idiv__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":103 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":104 * * def __idiv__(SparseVector self, float scalar): * self.vector[0] /= scalar # <<<<<<<<<<<<<< @@ -3612,7 +3778,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_27__idiv__(struct __pyx_obj_5_cd */ (__pyx_v_self->vector[0]) /= __pyx_v_scalar; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":104 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":105 * def __idiv__(SparseVector self, float scalar): * self.vector[0] /= scalar * return self # <<<<<<<<<<<<<< @@ -3638,8 +3804,8 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_30__add__(PyObject *__pyx_v_x, P PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__add__ (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 = 106; __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 = 106; __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 = 107; __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 = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __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 */ - __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 = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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 = 108; __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":108 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":109 * def __add__(SparseVector x, SparseVector y): * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](x.vector[0] + y.vector[0]) # <<<<<<<<<<<<<< @@ -3688,7 +3854,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_29__add__(struct __pyx_obj_5_cde */ __pyx_v_result->vector = new FastSparseVector(((__pyx_v_x->vector[0]) + (__pyx_v_y->vector[0]))); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":109 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":110 * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](x.vector[0] + y.vector[0]) * return result # <<<<<<<<<<<<<< @@ -3719,8 +3885,8 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_32__sub__(PyObject *__pyx_v_x, P PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__sub__ (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 = 111; __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 = 111; __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 = 112; __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 = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __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)); goto __pyx_L0; __pyx_L1_error:; @@ -3730,7 +3896,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_32__sub__(PyObject *__pyx_v_x, P return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":111 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":112 * return result * * def __sub__(SparseVector x, SparseVector y): # <<<<<<<<<<<<<< @@ -3748,19 +3914,19 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_31__sub__(struct __pyx_obj_5_cde int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__sub__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":112 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":113 * * def __sub__(SparseVector x, SparseVector y): * cdef SparseVector result = SparseVector() # <<<<<<<<<<<<<< * result.vector = new FastSparseVector[weight_t](x.vector[0] - y.vector[0]) * return result */ - __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 = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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 = 113; __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":113 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":114 * def __sub__(SparseVector x, SparseVector y): * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](x.vector[0] - y.vector[0]) # <<<<<<<<<<<<<< @@ -3769,7 +3935,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_31__sub__(struct __pyx_obj_5_cde */ __pyx_v_result->vector = new FastSparseVector(((__pyx_v_x->vector[0]) - (__pyx_v_y->vector[0]))); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":114 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":115 * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](x.vector[0] - y.vector[0]) * return result # <<<<<<<<<<<<<< @@ -3805,7 +3971,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_34__mul__(PyObject *__pyx_v_x, P return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":116 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":117 * return result * * def __mul__(x, y): # <<<<<<<<<<<<<< @@ -3827,7 +3993,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_33__mul__(PyObject *__pyx_v_x, P int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__mul__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":119 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":120 * cdef SparseVector vector * cdef float scalar * if isinstance(x, SparseVector): vector, scalar = x, y # <<<<<<<<<<<<<< @@ -3839,10 +4005,10 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_33__mul__(PyObject *__pyx_v_x, P __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_x, __pyx_t_1); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - if (!(likely(((__pyx_v_x) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_x, __pyx_ptype_5_cdec_SparseVector))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_x) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_x, __pyx_ptype_5_cdec_SparseVector))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_1 = __pyx_v_x; __Pyx_INCREF(__pyx_t_1); - __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_v_y); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_v_y); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_vector = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; __pyx_v_scalar = __pyx_t_3; @@ -3850,36 +4016,36 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_33__mul__(PyObject *__pyx_v_x, P } /*else*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":120 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":121 * 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) */ - if (!(likely(((__pyx_v_y) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_y, __pyx_ptype_5_cdec_SparseVector))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_y) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_y, __pyx_ptype_5_cdec_SparseVector))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_1 = __pyx_v_y; __Pyx_INCREF(__pyx_t_1); - __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_v_x); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_v_x); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_vector = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; __pyx_v_scalar = __pyx_t_3; } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":121 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":122 * 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 */ - __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 = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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 = 122; __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":122 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":123 * else: vector, scalar = y, x * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](vector.vector[0] * scalar) # <<<<<<<<<<<<<< @@ -3888,7 +4054,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_33__mul__(PyObject *__pyx_v_x, P */ __pyx_v_result->vector = new FastSparseVector(((__pyx_v_vector->vector[0]) * __pyx_v_scalar)); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":123 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":124 * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](vector.vector[0] * scalar) * return result # <<<<<<<<<<<<<< @@ -3927,7 +4093,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_36__div__(PyObject *__pyx_v_x, P } #endif /*!(#if PY_MAJOR_VERSION < 3)*/ -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":125 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":126 * return result * * def __div__(x, y): # <<<<<<<<<<<<<< @@ -3950,7 +4116,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_35__div__(PyObject *__pyx_v_x, P int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__div__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":128 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":129 * cdef SparseVector vector * cdef float scalar * if isinstance(x, SparseVector): vector, scalar = x, y # <<<<<<<<<<<<<< @@ -3962,10 +4128,10 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_35__div__(PyObject *__pyx_v_x, P __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_x, __pyx_t_1); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - if (!(likely(((__pyx_v_x) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_x, __pyx_ptype_5_cdec_SparseVector))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_x) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_x, __pyx_ptype_5_cdec_SparseVector))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_1 = __pyx_v_x; __Pyx_INCREF(__pyx_t_1); - __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_v_y); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_v_y); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_vector = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; __pyx_v_scalar = __pyx_t_3; @@ -3973,36 +4139,36 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_35__div__(PyObject *__pyx_v_x, P } /*else*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":129 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":130 * 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) */ - if (!(likely(((__pyx_v_y) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_y, __pyx_ptype_5_cdec_SparseVector))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_y) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_y, __pyx_ptype_5_cdec_SparseVector))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_1 = __pyx_v_y; __Pyx_INCREF(__pyx_t_1); - __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_v_x); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_v_x); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_vector = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; __pyx_v_scalar = __pyx_t_3; } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":130 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":131 * 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 */ - __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 = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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 = 131; __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":131 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":132 * else: vector, scalar = y, x * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar) # <<<<<<<<<<<<<< @@ -4010,7 +4176,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_35__div__(PyObject *__pyx_v_x, P */ __pyx_v_result->vector = new FastSparseVector(((__pyx_v_vector->vector[0]) / __pyx_v_scalar)); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":132 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":133 * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar) * return result # <<<<<<<<<<<<<< @@ -4036,376 +4202,486 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_35__div__(PyObject *__pyx_v_x, P #endif /*!(#if PY_MAJOR_VERSION < 3)*/ /* Python wrapper */ -static void __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(PyObject *__pyx_v_self); /*proto*/ -static void __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_1_phrase(PyObject *__pyx_self, PyObject *__pyx_v_phrase); /*proto*/ +static PyMethodDef __pyx_mdef_5_cdec_1_phrase = {__Pyx_NAMESTR("_phrase"), (PyCFunction)__pyx_pw_5_cdec_1_phrase, METH_O, __Pyx_DOCSTR(0)}; +static PyObject *__pyx_pw_5_cdec_1_phrase(PyObject *__pyx_self, PyObject *__pyx_v_phrase) { + PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); - __pyx_pf_5_cdec_10Hypergraph___dealloc__(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); + __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/hypergraph.pxi":8 - * cdef MT19937* rng - * - * def __dealloc__(self): # <<<<<<<<<<<<<< - * del self.hg - * if self.rng != NULL: - */ - -static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { - __Pyx_RefNannyDeclarations - int __pyx_t_1; - __Pyx_RefNannySetupContext("__dealloc__", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":9 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":4 * - * def __dealloc__(self): - * del self.hg # <<<<<<<<<<<<<< - * if self.rng != NULL: - * del self.rng - */ - delete __pyx_v_self->hg; - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":10 - * def __dealloc__(self): - * del self.hg - * if self.rng != NULL: # <<<<<<<<<<<<<< - * del self.rng + * def _phrase(phrase): + * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) # <<<<<<<<<<<<<< * + * cdef class NT: */ - __pyx_t_1 = (__pyx_v_self->rng != NULL); - if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":11 - * del self.hg - * if self.rng != NULL: - * del self.rng # <<<<<<<<<<<<<< - * - * def viterbi(self): - */ - delete __pyx_v_self->rng; - goto __pyx_L3; +static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *__pyx_cur_scope; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("genexpr", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *)__pyx_ptype_5_cdec___pyx_scope_struct_3_genexpr->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_3_genexpr, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *) __pyx_self; + __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_7_phrase_2generator17, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; } - __pyx_L3:; + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec._phrase.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); + __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); + return __pyx_r; } -/* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_3viterbi(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_3viterbi(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { - PyObject *__pyx_r = 0; +static PyObject *__pyx_gb_5_cdec_7_phrase_2generator17(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +{ + struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *)__pyx_generator->closure); + PyObject *__pyx_r = NULL; + PyObject *__pyx_t_1 = NULL; + Py_ssize_t __pyx_t_2; + PyObject *(*__pyx_t_3)(PyObject *); + PyObject *__pyx_t_4 = NULL; + PyObject *__pyx_t_5 = NULL; + int __pyx_t_6; + PyObject *__pyx_t_7 = NULL; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("viterbi (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_2viterbi(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + case 1: goto __pyx_L6_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 = 4; __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 = 4; __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_GOTREF(__pyx_t_1); + __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; + } + for (;;) { + if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) { + if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break; + __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; + } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) { + if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break; + __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; + } 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;} + } + break; + } + __Pyx_GOTREF(__pyx_t_4); + } + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_w); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_w); + __Pyx_GIVEREF(__pyx_t_4); + __pyx_cur_scope->__pyx_v_w = __pyx_t_4; + __pyx_t_4 = 0; + __pyx_t_5 = ((PyObject *)((PyObject*)(&PyUnicode_Type))); + __Pyx_INCREF(__pyx_t_5); + __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_GOTREF(__pyx_t_5); + __pyx_t_7 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_k_tuple_6), NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_7); + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + __pyx_t_4 = __pyx_t_7; + __pyx_t_7 = 0; + } else { + __pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_7); + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_w); + PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_cur_scope->__pyx_v_w); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_w); + __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_5); + __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0; + __pyx_t_4 = __pyx_t_5; + __pyx_t_5 = 0; + } + __pyx_r = __pyx_t_4; + __pyx_t_4 = 0; + __Pyx_XGIVEREF(__pyx_t_1); + __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; + __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; + __pyx_cur_scope->__pyx_t_2 = __pyx_t_3; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L6_resume_from_yield:; + __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; + __pyx_cur_scope->__pyx_t_0 = 0; + __Pyx_XGOTREF(__pyx_t_1); + __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; + __pyx_t_3 = __pyx_cur_scope->__pyx_t_2; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + PyErr_SetNone(PyExc_StopIteration); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_4); + __Pyx_XDECREF(__pyx_t_5); + __Pyx_XDECREF(__pyx_t_7); + __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_L0:; + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); - return __pyx_r; + return NULL; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":13 - * del self.rng +/* "/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) * - * def viterbi(self): # <<<<<<<<<<<<<< - * cdef vector[WordID] trans - * hypergraph.ViterbiESentence(self.hg[0], &trans) */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { - std::vector __pyx_v_trans; +static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_phrase) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; PyObject *__pyx_t_2 = NULL; + PyObject *__pyx_t_3 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("viterbi", 0); + __Pyx_RefNannySetupContext("_phrase", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)__pyx_ptype_5_cdec___pyx_scope_struct_2__phrase->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_2__phrase, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_phrase = __pyx_v_phrase; + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_phrase); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_phrase); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":15 - * def viterbi(self): - * cdef vector[WordID] trans - * hypergraph.ViterbiESentence(self.hg[0], &trans) # <<<<<<<<<<<<<< - * return unicode(GetString(trans).c_str(), 'utf8') + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":4 * - */ - ViterbiESentence((__pyx_v_self->hg[0]), (&__pyx_v_trans)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":16 - * cdef vector[WordID] trans - * hypergraph.ViterbiESentence(self.hg[0], &trans) - * return unicode(GetString(trans).c_str(), 'utf8') # <<<<<<<<<<<<<< + * def _phrase(phrase): + * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) # <<<<<<<<<<<<<< * - * def viterbi_trees(self): + * cdef class NT: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(TD::GetString(__pyx_v_trans).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); - __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); - __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_kp_s_7), __pyx_n_s__join); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - __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_t_2 = __pyx_pf_5_cdec_7_phrase_genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __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_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; + __pyx_r = __pyx_t_2; + __pyx_t_2 = 0; + goto __pyx_L0; + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); __Pyx_XDECREF(__pyx_t_2); - __Pyx_AddTraceback("_cdec.Hypergraph.viterbi", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("_cdec._phrase", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_5viterbi_trees(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_5viterbi_trees(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { - PyObject *__pyx_r = 0; +static int __pyx_pw_5_cdec_2NT_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ +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; + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__cat,&__pyx_n_s__ref,0}; + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("viterbi_trees (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_4viterbi_trees(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__init__ (wrapper)", 0); + { + PyObject* values[2] = {0,0}; + values[1] = ((PyObject *)__pyx_int_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 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (pos_args) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__cat); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__ref); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } + } + __pyx_v_cat = values[0]; + __pyx_v_ref = values[1]; + } + goto __pyx_L4_argument_unpacking_done; + __pyx_L5_argtuple_error:; + __Pyx_RaiseArgtupleInvalid("__init__", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_L3_error:; + __Pyx_AddTraceback("_cdec.NT.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_RefNannyFinishContext(); + return -1; + __pyx_L4_argument_unpacking_done:; + __pyx_r = __pyx_pf_5_cdec_2NT___init__(((struct __pyx_obj_5_cdec_NT *)__pyx_v_self), __pyx_v_cat, __pyx_v_ref); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":18 - * return unicode(GetString(trans).c_str(), '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') +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":9 + * cdef public char* cat + * cdef public unsigned ref + * def __init__(self, cat, ref=0): # <<<<<<<<<<<<<< + * self.cat = cat + * self.ref = ref */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { - PyObject *__pyx_v_f_tree = NULL; - PyObject *__pyx_v_e_tree = NULL; - PyObject *__pyx_r = NULL; +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) { + int __pyx_r; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; + char *__pyx_t_1; + unsigned int __pyx_t_2; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("viterbi_trees", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":19 - * - * 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) - */ - __pyx_t_1 = PyBytes_FromString(ViterbiFTree((__pyx_v_self->hg[0])).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); - __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); - __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - __pyx_v_f_tree = ((PyObject*)__pyx_t_1); - __pyx_t_1 = 0; + __Pyx_RefNannySetupContext("__init__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":20 - * 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) + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":10 + * cdef public unsigned ref + * def __init__(self, cat, ref=0): + * self.cat = cat # <<<<<<<<<<<<<< + * self.ref = ref * */ - __pyx_t_1 = PyBytes_FromString(ViterbiETree((__pyx_v_self->hg[0])).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); - __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); - __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - __pyx_v_e_tree = ((PyObject*)__pyx_t_1); - __pyx_t_1 = 0; + __pyx_t_1 = PyBytes_AsString(__pyx_v_cat); if (unlikely((!__pyx_t_1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->cat = __pyx_t_1; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":21 - * 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) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":11 + * def __init__(self, cat, ref=0): + * self.cat = cat + * self.ref = ref # <<<<<<<<<<<<<< * - * def viterbi_features(self): + * def __str__(self): */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(((PyObject *)__pyx_v_f_tree)); - PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_f_tree)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_f_tree)); - __Pyx_INCREF(((PyObject *)__pyx_v_e_tree)); - PyTuple_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_v_e_tree)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_e_tree)); - __pyx_r = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - goto __pyx_L0; + __pyx_t_2 = __Pyx_PyInt_AsUnsignedInt(__pyx_v_ref); if (unlikely((__pyx_t_2 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->ref = __pyx_t_2; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_AddTraceback("_cdec.Hypergraph.viterbi_trees", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_AddTraceback("_cdec.NT.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_XDECREF(__pyx_v_f_tree); - __Pyx_XDECREF(__pyx_v_e_tree); - __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_7viterbi_features(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_7viterbi_features(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { +static PyObject *__pyx_pw_5_cdec_2NT_3__str__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_2NT_3__str__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("viterbi_features (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_6viterbi_features(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__str__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_2NT_2__str__(((struct __pyx_obj_5_cdec_NT *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":23 - * return (f_tree, e_tree) +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":13 + * self.ref = ref * - * def viterbi_features(self): # <<<<<<<<<<<<<< - * cdef SparseVector fmap = SparseVector() - * fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) + * def __str__(self): # <<<<<<<<<<<<<< + * if self.ref > 0: + * return '[%s,%d]' % (self.cat, self.ref) */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { - struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap = 0; +static PyObject *__pyx_pf_5_cdec_2NT_2__str__(struct __pyx_obj_5_cdec_NT *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; + int __pyx_t_1; + PyObject *__pyx_t_2 = NULL; + PyObject *__pyx_t_3 = NULL; + PyObject *__pyx_t_4 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("viterbi_features", 0); + __Pyx_RefNannySetupContext("__str__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":24 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":14 * - * def viterbi_features(self): - * cdef SparseVector fmap = SparseVector() # <<<<<<<<<<<<<< - * fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) - * return fmap + * def __str__(self): + * if self.ref > 0: # <<<<<<<<<<<<<< + * return '[%s,%d]' % (self.cat, self.ref) + * return '[%s]' % self.cat */ - __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[2]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); - __pyx_t_1 = 0; + __pyx_t_1 = (__pyx_v_self->ref > 0); + if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":25 - * def viterbi_features(self): - * cdef SparseVector fmap = SparseVector() - * fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) # <<<<<<<<<<<<<< - * return fmap + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":15 + * def __str__(self): + * if self.ref > 0: + * return '[%s,%d]' % (self.cat, self.ref) # <<<<<<<<<<<<<< + * return '[%s]' % self.cat * */ - __pyx_v_fmap->vector = new FastSparseVector(ViterbiFeatures((__pyx_v_self->hg[0]))); + __Pyx_XDECREF(__pyx_r); + __pyx_t_2 = PyBytes_FromString(__pyx_v_self->cat); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_2)); + __pyx_t_3 = PyLong_FromUnsignedLong(__pyx_v_self->ref); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_t_2)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_2)); + PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_3); + __Pyx_GIVEREF(__pyx_t_3); + __pyx_t_2 = 0; + __pyx_t_3 = 0; + __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_8), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_3)); + __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; + __pyx_r = ((PyObject *)__pyx_t_3); + __pyx_t_3 = 0; + goto __pyx_L0; + goto __pyx_L3; + } + __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":26 - * cdef SparseVector fmap = SparseVector() - * fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) - * return fmap # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":16 + * if self.ref > 0: + * return '[%s,%d]' % (self.cat, self.ref) + * return '[%s]' % self.cat # <<<<<<<<<<<<<< * - * def viterbi_joshua(self): + * cdef class NTRef: */ __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_fmap)); - __pyx_r = ((PyObject *)__pyx_v_fmap); + __pyx_t_3 = PyBytes_FromString(__pyx_v_self->cat); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_3)); + __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_9), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_4)); + __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; + __pyx_r = ((PyObject *)__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_1); - __Pyx_AddTraceback("_cdec.Hypergraph.viterbi_features", __pyx_clineno, __pyx_lineno, __pyx_filename); + __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:; - __Pyx_XDECREF((PyObject *)__pyx_v_fmap); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_9viterbi_joshua(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_9viterbi_joshua(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { +static PyObject *__pyx_pw_5_cdec_2NT_3cat_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_2NT_3cat_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("viterbi_joshua (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_8viterbi_joshua(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_2NT_3cat___get__(((struct __pyx_obj_5_cdec_NT *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":28 - * return fmap - * - * def viterbi_joshua(self): # <<<<<<<<<<<<<< - * return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":7 * + * cdef class NT: + * cdef public char* cat # <<<<<<<<<<<<<< + * cdef public unsigned ref + * def __init__(self, cat, ref=0): */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_joshua(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { +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; - PyObject *__pyx_t_2 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("viterbi_joshua", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":29 - * - * def viterbi_joshua(self): - * return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') # <<<<<<<<<<<<<< - * - * def kbest(self, size): - */ + __Pyx_RefNannySetupContext("__get__", 0); __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(JoshuaVisualizationString((__pyx_v_self->hg[0])).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyBytes_FromString(__pyx_v_self->cat); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); - __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); - __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - __pyx_r = __pyx_t_1; + __pyx_r = ((PyObject *)__pyx_t_1); __pyx_t_1 = 0; goto __pyx_L0; @@ -4413,1030 +4689,416 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_joshua(struct __pyx_obj_5 goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_AddTraceback("_cdec.Hypergraph.viterbi_joshua", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.NT.cat.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_12generator2(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_11kbest(PyObject *__pyx_v_self, PyObject *__pyx_v_size); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_11kbest(PyObject *__pyx_v_self, PyObject *__pyx_v_size) { - PyObject *__pyx_r = 0; +static int __pyx_pw_5_cdec_2NT_3cat_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/ +static int __pyx_pw_5_cdec_2NT_3cat_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) { + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("kbest (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_10kbest(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((PyObject *)__pyx_v_size)); + __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_2NT_3cat_2__set__(((struct __pyx_obj_5_cdec_NT *)__pyx_v_self), ((PyObject *)__pyx_v_value)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/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 - */ - -static PyObject *__pyx_pf_5_cdec_10Hypergraph_10kbest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size) { - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *__pyx_cur_scope; - PyObject *__pyx_r = NULL; +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("kbest", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)__pyx_ptype_5_cdec___pyx_scope_struct_2_kbest->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_2_kbest, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_self = __pyx_v_self; - __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); - __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); - __pyx_cur_scope->__pyx_v_size = __pyx_v_size; - __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_12generator2, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_cur_scope); - __Pyx_RefNannyFinishContext(); - return (PyObject *) gen; - } + __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 = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->cat = __pyx_t_1; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.Hypergraph.kbest", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_AddTraceback("_cdec.NT.cat.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); - __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_12generator2(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ -{ - struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)__pyx_generator->closure); - PyObject *__pyx_r = NULL; - unsigned int __pyx_t_1; - long __pyx_t_2; - int __pyx_t_3; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; +/* 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) { + PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("None", 0); - switch (__pyx_generator->resume_label) { - case 0: goto __pyx_L3_first_run; - 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 = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":32 - * - * 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 - * cdef unsigned k - */ - __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 = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_cur_scope->__pyx_v_derivations = new KBest::KBestDerivations,ESentenceTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":35 - * 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) - */ - /*try:*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":36 - * 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 = 36; __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":37 - * try: - * for k in range(size): - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<< - * if not derivation: break - * yield unicode(GetString(derivation._yield).c_str(), 'utf8') - */ - __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); + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_2NT_3ref___get__(((struct __pyx_obj_5_cdec_NT *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":38 - * for k in range(size): - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * if not derivation: break # <<<<<<<<<<<<<< - * yield unicode(GetString(derivation._yield).c_str(), 'utf8') - * finally: +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":8 + * cdef class NT: + * cdef public char* cat + * cdef public unsigned ref # <<<<<<<<<<<<<< + * def __init__(self, cat, ref=0): + * self.cat = cat */ - __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":39 - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * if not derivation: break - * yield unicode(GetString(derivation._yield).c_str(), 'utf8') # <<<<<<<<<<<<<< - * finally: - * del derivations - */ - __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 = 39; __pyx_clineno = __LINE__; goto __pyx_L5;} - __Pyx_GOTREF(((PyObject *)__pyx_t_4)); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L5;} - __Pyx_GOTREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_4)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); - __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_t_5, 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_5), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L5;} - __Pyx_GOTREF(__pyx_t_4); - __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_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 = 39; __pyx_clineno = __LINE__; goto __pyx_L5;} - } - __pyx_L8_break:; - } +static PyObject *__pyx_pf_5_cdec_2NT_3ref___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 = PyLong_FromUnsignedLong(__pyx_v_self->ref); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_r = __pyx_t_1; + __pyx_t_1 = 0; + goto __pyx_L0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":41 - * yield unicode(GetString(derivation._yield).c_str(), 'utf8') - * finally: - * del derivations # <<<<<<<<<<<<<< - * - * def kbest_trees(self, size): - */ - /*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_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_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); + __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_AddTraceback("kbest", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_1); + __Pyx_AddTraceback("_cdec.NT.ref.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; + __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); - return NULL; + return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_15generator3(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_14kbest_trees(PyObject *__pyx_v_self, PyObject *__pyx_v_size); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_14kbest_trees(PyObject *__pyx_v_self, PyObject *__pyx_v_size) { - PyObject *__pyx_r = 0; +static int __pyx_pw_5_cdec_2NT_3ref_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/ +static int __pyx_pw_5_cdec_2NT_3ref_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) { + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("kbest_trees (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_13kbest_trees(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((PyObject *)__pyx_v_size)); + __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_2NT_3ref_2__set__(((struct __pyx_obj_5_cdec_NT *)__pyx_v_self), ((PyObject *)__pyx_v_value)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/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 - */ - -static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size) { - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *__pyx_cur_scope; - PyObject *__pyx_r = NULL; +static int __pyx_pf_5_cdec_2NT_3ref_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value) { + 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("kbest_trees", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_trees->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_trees, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_self = __pyx_v_self; - __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); - __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); - __pyx_cur_scope->__pyx_v_size = __pyx_v_size; - __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 = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_cur_scope); - __Pyx_RefNannyFinishContext(); - return (PyObject *) gen; - } + __Pyx_RefNannySetupContext("__set__", 0); + __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_v_value); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->ref = __pyx_t_1; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.Hypergraph.kbest_trees", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_AddTraceback("_cdec.NT.ref.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); - __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_15generator3(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ -{ - struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)__pyx_generator->closure); - PyObject *__pyx_r = NULL; - unsigned int __pyx_t_1; - long __pyx_t_2; - int __pyx_t_3; - int __pyx_t_4; - int __pyx_t_5; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; +/* 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; + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__ref,0}; + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("None", 0); - switch (__pyx_generator->resume_label) { - case 0: goto __pyx_L3_first_run; - 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 = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 - * - * 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) - */ - __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 = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_cur_scope->__pyx_v_f_derivations = new KBest::KBestDerivations,FTreeTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":46 - * 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 - */ - __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 = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_cur_scope->__pyx_v_e_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 - * cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal].Derivation* e_derivation - * cdef unsigned k - * try: # <<<<<<<<<<<<<< - * for k in range(size): - * f_derivation = f_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - */ - /*try:*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":50 - * cdef unsigned k - * try: - * for k in range(size): # <<<<<<<<<<<<<< - * f_derivation = f_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * e_derivation = e_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 = 50; __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":51 - * try: - * for k in range(size): - * 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 - */ - __pyx_cur_scope->__pyx_v_f_derivation = __pyx_cur_scope->__pyx_v_f_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":52 - * for k in range(size): - * 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') - */ - __pyx_cur_scope->__pyx_v_e_derivation = __pyx_cur_scope->__pyx_v_e_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":53 - * 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') - */ - __pyx_t_3 = (!(__pyx_cur_scope->__pyx_v_f_derivation != 0)); - if (!__pyx_t_3) { - __pyx_t_4 = (!(__pyx_cur_scope->__pyx_v_e_derivation != 0)); - __pyx_t_5 = __pyx_t_4; - } else { - __pyx_t_5 = __pyx_t_3; + __Pyx_RefNannySetupContext("__init__ (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; + default: goto __pyx_L5_argtuple_error; } - if (__pyx_t_5) { - goto __pyx_L8_break; - goto __pyx_L9; + kw_args = PyDict_Size(__pyx_kwds); + switch (pos_args) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__ref); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; } - __pyx_L9:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":54 - * 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) - */ - __pyx_t_6 = PyBytes_FromString(TD::GetString(__pyx_cur_scope->__pyx_v_f_derivation->yield).c_str()); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L5;} - __Pyx_GOTREF(((PyObject *)__pyx_t_6)); - __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L5;} - __Pyx_GOTREF(__pyx_t_7); - PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)__pyx_t_6)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_6)); - __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_t_7, 1, ((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); - __pyx_t_6 = 0; - __pyx_t_6 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L5;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0; - __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_tree)); - __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_tree)); - __Pyx_GIVEREF(__pyx_t_6); - __pyx_cur_scope->__pyx_v_f_tree = ((PyObject*)__pyx_t_6); - __pyx_t_6 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":55 - * 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: - */ - __pyx_t_6 = PyBytes_FromString(TD::GetString(__pyx_cur_scope->__pyx_v_e_derivation->yield).c_str()); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5;} - __Pyx_GOTREF(((PyObject *)__pyx_t_6)); - __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5;} - __Pyx_GOTREF(__pyx_t_7); - PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)__pyx_t_6)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_6)); - __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_t_7, 1, ((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); - __pyx_t_6 = 0; - __pyx_t_6 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0; - __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree)); - __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree)); - __Pyx_GIVEREF(__pyx_t_6); - __pyx_cur_scope->__pyx_v_e_tree = ((PyObject*)__pyx_t_6); - __pyx_t_6 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 - * 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 f_derivations - */ - __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L5;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_tree)); - PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_f_tree)); - __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_tree)); - __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree)); - PyTuple_SET_ITEM(__pyx_t_6, 1, ((PyObject *)__pyx_cur_scope->__pyx_v_e_tree)); - __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree)); - __pyx_r = ((PyObject *)__pyx_t_6); - __pyx_t_6 = 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;} + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 20; __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_L8_break:; + __pyx_v_ref = values[0]; } + goto __pyx_L4_argument_unpacking_done; + __pyx_L5_argtuple_error:; + __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_L3_error:; + __Pyx_AddTraceback("_cdec.NTRef.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_RefNannyFinishContext(); + return -1; + __pyx_L4_argument_unpacking_done:; + __pyx_r = __pyx_pf_5_cdec_5NTRef___init__(((struct __pyx_obj_5_cdec_NTRef *)__pyx_v_self), __pyx_v_ref); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":58 - * yield (f_tree, e_tree) - * finally: - * del f_derivations # <<<<<<<<<<<<<< - * del e_derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":20 + * cdef class NTRef: + * cdef public unsigned ref + * def __init__(self, ref): # <<<<<<<<<<<<<< + * self.ref = ref * */ - /*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_7); __pyx_t_7 = 0; - __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 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_f_derivations; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":59 - * finally: - * del f_derivations - * del e_derivations # <<<<<<<<<<<<<< +static int __pyx_pf_5_cdec_5NTRef___init__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, PyObject *__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":21 + * cdef public unsigned ref + * def __init__(self, ref): + * self.ref = ref # <<<<<<<<<<<<<< * - * def kbest_features(self, size): + * def __str__(self): */ - delete __pyx_cur_scope->__pyx_v_e_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); + __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 = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->ref = __pyx_t_1; + + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_AddTraceback("kbest_trees", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.NTRef.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); - return NULL; + return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_17kbest_features(PyObject *__pyx_v_self, PyObject *__pyx_v_size); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_17kbest_features(PyObject *__pyx_v_self, PyObject *__pyx_v_size) { +static PyObject *__pyx_pw_5_cdec_5NTRef_3__str__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_5NTRef_3__str__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("kbest_features (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_16kbest_features(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((PyObject *)__pyx_v_size)); + __Pyx_RefNannySetupContext("__str__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_5NTRef_2__str__(((struct __pyx_obj_5_cdec_NTRef *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61 - * del e_derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":23 + * self.ref = ref + * + * def __str__(self): # <<<<<<<<<<<<<< + * return '[%d]' % self.ref * - * 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 */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *__pyx_cur_scope; +static PyObject *__pyx_pf_5_cdec_5NTRef_2__str__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("kbest_features", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)__pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_self = __pyx_v_self; - __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); - __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); - __pyx_cur_scope->__pyx_v_size = __pyx_v_size; - __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 = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_cur_scope); - __Pyx_RefNannyFinishContext(); - return (PyObject *) gen; - } + __Pyx_RefNannySetupContext("__str__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":24 + * + * def __str__(self): + * return '[%d]' % self.ref # <<<<<<<<<<<<<< + * + * cdef class BaseTRule: + */ + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = PyLong_FromUnsignedLong(__pyx_v_self->ref); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_10), __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_2)); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_r = ((PyObject *)__pyx_t_2); + __pyx_t_2 = 0; + goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.Hypergraph.kbest_features", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("_cdec.NTRef.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ -{ - struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)__pyx_generator->closure); - PyObject *__pyx_r = NULL; - unsigned int __pyx_t_1; - long __pyx_t_2; - int __pyx_t_3; - PyObject *__pyx_t_4 = NULL; +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_5NTRef_3ref_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_5NTRef_3ref_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("None", 0); - switch (__pyx_generator->resume_label) { - case 0: goto __pyx_L3_first_run; - 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 = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_5NTRef_3ref___get__(((struct __pyx_obj_5_cdec_NTRef *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":62 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":19 * - * 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 - * 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 = 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":66 - * cdef SparseVector fmap - * cdef unsigned k - * try: # <<<<<<<<<<<<<< - * for k in range(size): - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - */ - /*try:*/ { - - /* "/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 = 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":68 - * 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":69 - * 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":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 = 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)); - __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":71 - * if not derivation: break - * fmap = SparseVector() - * fmap.vector = new FastSparseVector[weight_t](derivation._yield) # <<<<<<<<<<<<<< - * yield fmap - * finally: + * cdef class NTRef: + * cdef public unsigned ref # <<<<<<<<<<<<<< + * def __init__(self, ref): + * self.ref = ref */ - __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.vector = new FastSparseVector[weight_t](derivation._yield) - * yield fmap # <<<<<<<<<<<<<< - * finally: - * 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; - __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 = 72; __pyx_clineno = __LINE__; goto __pyx_L5;} - } - __pyx_L8_break:; - } +static PyObject *__pyx_pf_5_cdec_5NTRef_3ref___get__(struct __pyx_obj_5_cdec_NTRef *__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 = PyLong_FromUnsignedLong(__pyx_v_self->ref); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_r = __pyx_t_1; + __pyx_t_1 = 0; + goto __pyx_L0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":74 - * yield fmap - * finally: - * del derivations # <<<<<<<<<<<<<< - * - * def sample(self, unsigned n): - */ - /*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); + __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback("kbest_features", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_1); + __Pyx_AddTraceback("_cdec.NTRef.ref.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; + __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); - return NULL; + return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, PyObject *__pyx_arg_n); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, PyObject *__pyx_arg_n) { - unsigned int __pyx_v_n; - PyObject *__pyx_r = 0; +static int __pyx_pw_5_cdec_5NTRef_3ref_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/ +static int __pyx_pw_5_cdec_5NTRef_3ref_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) { + int __pyx_r; __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 = 76; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - goto __pyx_L4_argument_unpacking_done; - __pyx_L3_error:; - __Pyx_AddTraceback("_cdec.Hypergraph.sample", __pyx_clineno, __pyx_lineno, __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; - __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_19sample(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((unsigned int)__pyx_v_n)); + __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_5NTRef_3ref_2__set__(((struct __pyx_obj_5_cdec_NTRef *)__pyx_v_self), ((PyObject *)__pyx_v_value)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/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: - */ - -static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *__pyx_cur_scope; - PyObject *__pyx_r = NULL; +static int __pyx_pf_5_cdec_5NTRef_3ref_2__set__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, PyObject *__pyx_v_value) { + 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("sample", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)__pyx_ptype_5_cdec___pyx_scope_struct_5_sample->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_5_sample, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_self = __pyx_v_self; - __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); - __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 = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_cur_scope); - __Pyx_RefNannyFinishContext(); - return (PyObject *) gen; - } + __Pyx_RefNannySetupContext("__set__", 0); + __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_v_value); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->ref = __pyx_t_1; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.Hypergraph.sample", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_AddTraceback("_cdec.NTRef.ref.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); - __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ -{ - struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5_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; - PyObject *__pyx_t_5 = NULL; +/* Python wrapper */ +static void __pyx_pw_5_cdec_9BaseTRule_1__dealloc__(PyObject *__pyx_v_self); /*proto*/ +static void __pyx_pw_5_cdec_9BaseTRule_1__dealloc__(PyObject *__pyx_v_self) { __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("None", 0); - switch (__pyx_generator->resume_label) { - case 0: goto __pyx_L3_first_run; - 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 = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); + __pyx_pf_5_cdec_9BaseTRule___dealloc__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); +} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":77 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":29 + * cdef shared_ptr[grammar.TRule]* rule + * + * def __dealloc__(self): # <<<<<<<<<<<<<< + * del self.rule * - * def sample(self, unsigned n): - * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() # <<<<<<<<<<<<<< - * if self.rng == NULL: - * self.rng = new MT19937() - */ - __pyx_cur_scope->__pyx_v_hypos = new std::vector(); - - /* "/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: # <<<<<<<<<<<<<< - * self.rng = new MT19937() - * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) - */ - __pyx_t_1 = (__pyx_cur_scope->__pyx_v_self->rng == NULL); - if (__pyx_t_1) { - - /* "/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 unsigned k - */ - __pyx_cur_scope->__pyx_v_self->rng = new MT19937(); - goto __pyx_L4; - } - __pyx_L4:; - - /* "/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 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 - * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) - * cdef unsigned k - * try: # <<<<<<<<<<<<<< - * for k in range(hypos.size()): - * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') - */ - /*try:*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":83 - * cdef unsigned k - * try: - * for k in range(hypos.size()): # <<<<<<<<<<<<<< - * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') - * finally: */ - __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()): - * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') # <<<<<<<<<<<<<< - * finally: - * 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 = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} - __Pyx_GOTREF(((PyObject *)__pyx_t_4)); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} - __Pyx_GOTREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_4)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); - __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_t_5, 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_5), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} - __Pyx_GOTREF(__pyx_t_4); - __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); - __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 = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} - } - } +static void __pyx_pf_5_cdec_9BaseTRule___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self) { + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":86 - * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') - * finally: - * del hypos # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":30 * - * def intersect(self, Lattice lat): + * def __dealloc__(self): + * del self.rule # <<<<<<<<<<<<<< + * + * property arity: */ - /*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_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; - } - __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:; - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_AddTraceback("sample", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; + delete __pyx_v_self->rule; + __Pyx_RefNannyFinishContext(); - return NULL; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self, PyObject *__pyx_v_lat); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self, PyObject *__pyx_v_lat) { +static PyObject *__pyx_pw_5_cdec_9BaseTRule_5arity_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_9BaseTRule_5arity_1__get__(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 = 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:; - __pyx_r = NULL; - __pyx_L0:; + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_9BaseTRule_5arity___get__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":88 - * del hypos +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":33 * - * def intersect(self, Lattice lat): # <<<<<<<<<<<<<< - * return hypergraph.Intersect(lat.lattice[0], self.hg) + * property arity: + * def __get__(self): # <<<<<<<<<<<<<< + * return self.rule.get().arity_ * */ -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) { +static PyObject *__pyx_pf_5_cdec_9BaseTRule_5arity___get__(struct __pyx_obj_5_cdec_BaseTRule *__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("intersect", 0); + __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":89 - * - * def intersect(self, Lattice lat): - * return hypergraph.Intersect(lat.lattice[0], self.hg) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":34 + * property arity: + * def __get__(self): + * return self.rule.get().arity_ # <<<<<<<<<<<<<< * - * def prune(self, beam_alpha=0, density=0, **kwargs): + * property f: */ __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)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyInt_FromLong(__pyx_v_self->rule->get()->arity_); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -5446,7 +5108,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cde goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.Hypergraph.intersect", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.BaseTRule.arity.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); @@ -5455,423 +5117,682 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cde } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_25prune(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_25prune(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { - 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}; +static PyObject *__pyx_pw_5_cdec_9BaseTRule_1f_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_9BaseTRule_1f_1__get__(PyObject *__pyx_v_self) { 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); - { - PyObject* values[2] = {0,0}; - values[0] = ((PyObject *)__pyx_int_0); - values[1] = ((PyObject *)__pyx_int_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 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__beam_alpha); - if (value) { values[0] = value; kw_args--; } - } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__density); - if (value) { values[1] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, __pyx_v_kwargs, values, pos_args, "prune") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - } - __pyx_v_beam_alpha = values[0]; - __pyx_v_density = values[1]; - } - goto __pyx_L4_argument_unpacking_done; - __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("prune", 0, 0, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_L3_error:; - __Pyx_DECREF(__pyx_v_kwargs); __pyx_v_kwargs = 0; - __Pyx_AddTraceback("_cdec.Hypergraph.prune", __pyx_clineno, __pyx_lineno, __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; - __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_24prune(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), __pyx_v_beam_alpha, __pyx_v_density, __pyx_v_kwargs); - __Pyx_XDECREF(__pyx_v_kwargs); + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_9BaseTRule_1f___get__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91 - * return hypergraph.Intersect(lat.lattice[0], self.hg) +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":37 * - * def prune(self, beam_alpha=0, density=0, **kwargs): # <<<<<<<<<<<<<< - * cdef hypergraph.EdgeMask* preserve_mask = NULL - * if 'csplit_preserve_full_word' in kwargs: + * property f: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef vector[WordID]* f_ = &self.rule.get().f_ + * cdef WordID w */ -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) { - std::vector *__pyx_v_preserve_mask; +static PyObject *__pyx_pf_5_cdec_9BaseTRule_1f___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self) { + std::vector *__pyx_v_f_; + WordID __pyx_v_w; + PyObject *__pyx_v_f = 0; + unsigned int __pyx_v_i; + int __pyx_v_idx; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - int __pyx_t_1; - double __pyx_t_2; - double __pyx_t_3; + PyObject *__pyx_t_1 = NULL; + size_t __pyx_t_2; + unsigned int __pyx_t_3; + int __pyx_t_4; + PyObject *__pyx_t_5 = NULL; + PyObject *__pyx_t_6 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("prune", 0); + __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":92 - * - * 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()) + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":38 + * property f: + * def __get__(self): + * cdef vector[WordID]* f_ = &self.rule.get().f_ # <<<<<<<<<<<<<< + * cdef WordID w + * cdef f = [] */ - __pyx_v_preserve_mask = NULL; + __pyx_v_f_ = (&__pyx_v_self->rule->get()->f_); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":93 - * 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 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":40 + * cdef vector[WordID]* f_ = &self.rule.get().f_ + * cdef WordID w + * cdef f = [] # <<<<<<<<<<<<<< + * cdef unsigned i + * cdef int idx = 0 */ - __pyx_t_1 = ((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) { + __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_f = ((PyObject *)__pyx_t_1); + __pyx_t_1 = 0; - /* "/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()) # <<<<<<<<<<<<<< - * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True - * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":42 + * cdef f = [] + * cdef unsigned i + * cdef int idx = 0 # <<<<<<<<<<<<<< + * for i in range(f_.size()): + * w = f_[0][i] */ - __pyx_v_preserve_mask = new std::vector(__pyx_v_self->hg->edges_.size()); + __pyx_v_idx = 0; - /* "/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()) - * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True # <<<<<<<<<<<<<< - * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) - * if preserve_mask: + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":43 + * cdef unsigned i + * cdef int idx = 0 + * for i in range(f_.size()): # <<<<<<<<<<<<<< + * w = f_[0][i] + * if w < 0: */ - ((__pyx_v_preserve_mask[0])[CompoundSplit::GetFullWordEdgeIndex((__pyx_v_self->hg[0]))]) = 1; - goto __pyx_L3; - } - __pyx_L3:; + __pyx_t_2 = __pyx_v_f_->size(); + 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/hypergraph.pxi":96 - * 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 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":44 + * cdef int idx = 0 + * for i in range(f_.size()): + * w = f_[0][i] # <<<<<<<<<<<<<< + * if w < 0: + * idx += 1 */ - __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); + __pyx_v_w = ((__pyx_v_f_[0])[__pyx_v_i]); - /* "/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: # <<<<<<<<<<<<<< - * del preserve_mask - * + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":45 + * for i in range(f_.size()): + * w = f_[0][i] + * if w < 0: # <<<<<<<<<<<<<< + * idx += 1 + * f.append(NT(TDConvert(-w), idx)) */ - __pyx_t_1 = (__pyx_v_preserve_mask != 0); - if (__pyx_t_1) { + __pyx_t_4 = (__pyx_v_w < 0); + if (__pyx_t_4) { - /* "/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 # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":46 + * w = f_[0][i] + * if w < 0: + * idx += 1 # <<<<<<<<<<<<<< + * f.append(NT(TDConvert(-w), idx)) + * else: + */ + __pyx_v_idx = (__pyx_v_idx + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":47 + * 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]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + __pyx_t_5 = PyInt_FromLong(__pyx_v_idx); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_5); + __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_1)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); + PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_5); + __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_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_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + goto __pyx_L5; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":49 + * f.append(NT(TDConvert(-w), idx)) + * else: + * f.append(unicode(TDConvert(w), encoding='utf8')) # <<<<<<<<<<<<<< + * return f * - * def lattice(self): # TODO direct hg -> lattice conversion in cdec */ - delete __pyx_v_preserve_mask; - goto __pyx_L4; + __pyx_t_6 = PyBytes_FromString(TD::Convert(__pyx_v_w)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_6)); + __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_5); + PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_6)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_6)); + __pyx_t_6 = 0; + __pyx_t_6 = PyDict_New(); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_6)); + if (PyDict_SetItem(__pyx_t_6, ((PyObject *)__pyx_n_s__encoding), ((PyObject *)__pyx_n_s__utf8)) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __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 = 49; __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_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + } + __pyx_L5:; } - __pyx_L4:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":50 + * else: + * f.append(unicode(TDConvert(w), encoding='utf8')) + * return f # <<<<<<<<<<<<<< + * + * def __set__(self, f): + */ + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(__pyx_v_f); + __pyx_r = __pyx_v_f; + goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.Hypergraph.prune", __pyx_clineno, __pyx_lineno, __pyx_filename); + __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_r = NULL; __pyx_L0:; + __Pyx_XDECREF(__pyx_v_f); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_27lattice(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_27lattice(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { - PyObject *__pyx_r = 0; +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) { + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("lattice (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_26lattice(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); + __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_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":100 - * del preserve_mask +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":52 + * return f * - * 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 __set__(self, f): # <<<<<<<<<<<<<< + * cdef vector[WordID]* f_ = &self.rule.get().f_ + * f_.resize(len(f)) */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { - PyObject *__pyx_v_plf = 0; - PyObject *__pyx_r = NULL; +static int __pyx_pf_5_cdec_9BaseTRule_1f_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_f) { + std::vector *__pyx_v_f_; + unsigned int __pyx_v_i; + CYTHON_UNUSED int __pyx_v_idx; + int __pyx_r; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; + Py_ssize_t __pyx_t_1; + unsigned int __pyx_t_2; PyObject *__pyx_t_3 = NULL; + PyObject *__pyx_t_4 = NULL; + int __pyx_t_5; + char *__pyx_t_6; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("lattice", 0); + __Pyx_RefNannySetupContext("__set__", 0); - /* "/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)) + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":53 * + * def __set__(self, f): + * cdef vector[WordID]* f_ = &self.rule.get().f_ # <<<<<<<<<<<<<< + * f_.resize(len(f)) + * cdef unsigned i */ - __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 = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_plf = ((PyObject*)__pyx_t_1); - __pyx_t_1 = 0; + __pyx_v_f_ = (&__pyx_v_self->rule->get()->f_); - /* "/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)) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":54 + * def __set__(self, f): + * cdef vector[WordID]* f_ = &self.rule.get().f_ + * f_.resize(len(f)) # <<<<<<<<<<<<<< + * cdef unsigned i + * cdef int idx = 0 + */ + __pyx_t_1 = PyObject_Length(__pyx_v_f); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_f_->resize(__pyx_t_1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":56 + * f_.resize(len(f)) + * cdef unsigned i + * cdef int idx = 0 # <<<<<<<<<<<<<< + * for i in range(len(f)): + * if isinstance(f[i], NT): + */ + __pyx_v_idx = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":57 + * 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) + */ + __pyx_t_1 = PyObject_Length(__pyx_v_f); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { + __pyx_v_i = __pyx_t_2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":58 + * cdef int idx = 0 + * for i in range(len(f)): + * if isinstance(f[i], NT): # <<<<<<<<<<<<<< + * f_[0][i] = -TDConvert(f[i].cat) + * else: + */ + __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_f, __pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_4 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_NT)); + __Pyx_INCREF(__pyx_t_4); + __pyx_t_5 = __Pyx_TypeCheck(__pyx_t_3, __pyx_t_4); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":59 + * 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])) + */ + __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_f, __pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_4) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __pyx_t_3 = PyObject_GetAttr(__pyx_t_4, __pyx_n_s__cat); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __pyx_t_6 = PyBytes_AsString(__pyx_t_3); if (unlikely((!__pyx_t_6) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + ((__pyx_v_f_[0])[__pyx_v_i]) = (-TD::Convert(((char *)__pyx_t_6))); + goto __pyx_L5; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":61 + * f_[0][i] = -TDConvert(f[i].cat) + * else: + * f_[0][i] = TDConvert(as_str(f[i])) # <<<<<<<<<<<<<< * - * def reweight(self, weights): + * property e: */ - __Pyx_XDECREF(__pyx_r); - __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 = 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 = 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 = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_f, __pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + ((__pyx_v_f_[0])[__pyx_v_i]) = TD::Convert(((char *)__pyx_f_5_cdec_as_str(__pyx_t_3, NULL))); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + } + __pyx_L5:; } - __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __Pyx_INCREF(((PyObject *)__pyx_v_plf)); - PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_plf)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_plf)); - PyTuple_SET_ITEM(__pyx_t_3, 1, ((PyObject *)__pyx_t_1)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); - PyTuple_SET_ITEM(__pyx_t_3, 2, ((PyObject *)__pyx_t_2)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_2)); - __pyx_t_1 = 0; - __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(__pyx_builtin_eval, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __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(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Lattice)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; - __pyx_r = __pyx_t_2; - __pyx_t_2 = 0; - goto __pyx_L0; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("_cdec.Hypergraph.lattice", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_XDECREF(__pyx_t_4); + __Pyx_AddTraceback("_cdec.BaseTRule.f.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_XDECREF(__pyx_v_plf); - __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_29reweight(PyObject *__pyx_v_self, PyObject *__pyx_v_weights); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_29reweight(PyObject *__pyx_v_self, PyObject *__pyx_v_weights) { +static PyObject *__pyx_pw_5_cdec_9BaseTRule_1e_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_9BaseTRule_1e_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("reweight (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_28reweight(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((PyObject *)__pyx_v_weights)); + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_9BaseTRule_1e___get__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":104 - * return Lattice(eval(plf)) +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":64 * - * def reweight(self, weights): # <<<<<<<<<<<<<< - * if isinstance(weights, SparseVector): - * self.hg.Reweight(( weights).vector[0]) + * property e: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef vector[WordID]* e_ = &self.rule.get().e_ + * cdef WordID w */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_28reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights) { +static PyObject *__pyx_pf_5_cdec_9BaseTRule_1e___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self) { + std::vector *__pyx_v_e_; + WordID __pyx_v_w; + PyObject *__pyx_v_e = 0; + unsigned int __pyx_v_i; + int __pyx_v_idx; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; + size_t __pyx_t_2; + unsigned int __pyx_t_3; + int __pyx_t_4; + PyObject *__pyx_t_5 = NULL; + PyObject *__pyx_t_6 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("reweight", 0); + __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":105 - * - * def reweight(self, weights): - * if isinstance(weights, SparseVector): # <<<<<<<<<<<<<< - * self.hg.Reweight(( weights).vector[0]) - * elif isinstance(weights, DenseVector): + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":65 + * property e: + * def __get__(self): + * cdef vector[WordID]* e_ = &self.rule.get().e_ # <<<<<<<<<<<<<< + * cdef WordID w + * cdef e = [] */ - __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_weights, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { + __pyx_v_e_ = (&__pyx_v_self->rule->get()->e_); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":106 - * def reweight(self, weights): - * if isinstance(weights, SparseVector): - * self.hg.Reweight(( weights).vector[0]) # <<<<<<<<<<<<<< - * elif isinstance(weights, DenseVector): - * self.hg.Reweight(( weights).vector[0]) + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":67 + * cdef vector[WordID]* e_ = &self.rule.get().e_ + * cdef WordID w + * cdef e = [] # <<<<<<<<<<<<<< + * cdef unsigned i + * cdef int idx = 0 */ - __pyx_v_self->hg->Reweight((((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_weights)->vector[0])); - goto __pyx_L3; - } + __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_e = ((PyObject *)__pyx_t_1); + __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":107 - * if isinstance(weights, SparseVector): - * self.hg.Reweight(( weights).vector[0]) - * elif isinstance(weights, DenseVector): # <<<<<<<<<<<<<< - * self.hg.Reweight(( weights).vector[0]) - * else: + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":69 + * cdef e = [] + * cdef unsigned i + * cdef int idx = 0 # <<<<<<<<<<<<<< + * for i in range(e_.size()): + * w = e_[0][i] */ - __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_DenseVector)); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_weights, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { + __pyx_v_idx = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":108 - * self.hg.Reweight(( weights).vector[0]) - * elif isinstance(weights, DenseVector): - * self.hg.Reweight(( weights).vector[0]) # <<<<<<<<<<<<<< - * else: - * raise TypeError('cannot reweight hypergraph with %s' % type(weights)) + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":70 + * cdef unsigned i + * cdef int idx = 0 + * for i in range(e_.size()): # <<<<<<<<<<<<<< + * w = e_[0][i] + * if w < 1: */ - __pyx_v_self->hg->Reweight((((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_weights)->vector[0])); - goto __pyx_L3; - } - /*else*/ { + __pyx_t_2 = __pyx_v_e_->size(); + 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/hypergraph.pxi":110 - * self.hg.Reweight(( weights).vector[0]) - * else: - * raise TypeError('cannot reweight hypergraph with %s' % type(weights)) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":71 + * cdef int idx = 0 + * for i in range(e_.size()): + * w = e_[0][i] # <<<<<<<<<<<<<< + * if w < 1: + * idx += 1 + */ + __pyx_v_w = ((__pyx_v_e_[0])[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":72 + * for i in range(e_.size()): + * w = e_[0][i] + * if w < 1: # <<<<<<<<<<<<<< + * idx += 1 + * e.append(NTRef(1-w)) + */ + __pyx_t_4 = (__pyx_v_w < 1); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":73 + * w = e_[0][i] + * if w < 1: + * idx += 1 # <<<<<<<<<<<<<< + * e.append(NTRef(1-w)) + * else: + */ + __pyx_v_idx = (__pyx_v_idx + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":74 + * if w < 1: + * idx += 1 + * e.append(NTRef(1-w)) # <<<<<<<<<<<<<< + * else: + * e.append(unicode(TDConvert(w), encoding='utf8')) + */ + __pyx_t_1 = PyInt_FromLong((1 - __pyx_v_w)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_5); + PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_NTRef)), ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; + __pyx_t_5 = __Pyx_PyObject_Append(__pyx_v_e, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 74; __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; + goto __pyx_L5; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":76 + * e.append(NTRef(1-w)) + * else: + * e.append(unicode(TDConvert(w), encoding='utf8')) # <<<<<<<<<<<<<< + * return e * - * # TODO get feature expectations, get partition function ("inside" score) */ - __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_7), ((PyObject *)Py_TYPE(__pyx_v_weights))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 110; __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[2]; __pyx_lineno = 110; __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[2]; __pyx_lineno = 110; __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[2]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyBytes_FromString(TD::Convert(__pyx_v_w)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __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[2]; __pyx_lineno = 76; __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 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_5)); + if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__encoding), ((PyObject *)__pyx_n_s__utf8)) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_1), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; + __pyx_t_5 = __Pyx_PyObject_Append(__pyx_v_e, __pyx_t_6); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_5); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + } + __pyx_L5:; } - __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":77 + * else: + * e.append(unicode(TDConvert(w), encoding='utf8')) + * return e # <<<<<<<<<<<<<< + * + * def __set__(self, e): + */ + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(__pyx_v_e); + __pyx_r = __pyx_v_e; + goto __pyx_L0; __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.Hypergraph.reweight", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_5); + __Pyx_XDECREF(__pyx_t_6); + __Pyx_AddTraceback("_cdec.BaseTRule.e.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; + __Pyx_XDECREF(__pyx_v_e); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_5edges_2generator6(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_5edges_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_5edges_1__get__(PyObject *__pyx_v_self) { +static int __pyx_pw_5_cdec_9BaseTRule_1e_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_e); /*proto*/ +static int __pyx_pw_5_cdec_9BaseTRule_1e_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_e) { + int __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_9BaseTRule_1e_2__set__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self), ((PyObject *)__pyx_v_e)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":79 + * return e + * + * def __set__(self, e): # <<<<<<<<<<<<<< + * cdef vector[WordID]* e_ = &self.rule.get().e_ + * 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) { + std::vector *__pyx_v_e_; + unsigned int __pyx_v_i; + int __pyx_r; + __Pyx_RefNannyDeclarations + Py_ssize_t __pyx_t_1; + unsigned int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + PyObject *__pyx_t_4 = NULL; + int __pyx_t_5; + WordID __pyx_t_6; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__set__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":80 + * + * def __set__(self, e): + * cdef vector[WordID]* e_ = &self.rule.get().e_ # <<<<<<<<<<<<<< + * e_.resize(len(e)) + * cdef unsigned i + */ + __pyx_v_e_ = (&__pyx_v_self->rule->get()->e_); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":81 + * 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)): + */ + __pyx_t_1 = PyObject_Length(__pyx_v_e); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_e_->resize(__pyx_t_1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":83 + * 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 + */ + __pyx_t_1 = PyObject_Length(__pyx_v_e); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { + __pyx_v_i = __pyx_t_2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":84 + * cdef unsigned i + * for i in range(len(e)): + * if isinstance(e[i], NTRef): # <<<<<<<<<<<<<< + * e_[0][i] = 1-e[i].ref + * else: + */ + __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_e, __pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_4 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_NTRef)); + __Pyx_INCREF(__pyx_t_4); + __pyx_t_5 = __Pyx_TypeCheck(__pyx_t_3, __pyx_t_4); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":85 + * 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])) + */ + __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 = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __pyx_t_3 = PyObject_GetAttr(__pyx_t_4, __pyx_n_s__ref); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __pyx_t_4 = PyNumber_Subtract(__pyx_int_1, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_t_6 = __Pyx_PyInt_from_py_WordID(__pyx_t_4); if (unlikely((__pyx_t_6 == (WordID)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __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 + * 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_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; + } + __pyx_L5:; + } + + __pyx_r = 0; + goto __pyx_L0; + __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_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 */ + +/* 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) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_5edges___get__(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_9BaseTRule_1a___get__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":115 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":90 * - * property edges: + * property a: * def __get__(self): # <<<<<<<<<<<<<< * cdef unsigned i - * for i in range(self.hg.edges_.size()): + * cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_5edges___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *__pyx_cur_scope; +static PyObject *__pyx_pf_5_cdec_9BaseTRule_1a___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)__pyx_ptype_5_cdec___pyx_scope_struct_6___get__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_6___get__, __pyx_empty_tuple, NULL); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)__pyx_ptype_5_cdec___pyx_scope_struct_4___get__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_4___get__, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_cur_scope)) { __Pyx_RefNannyFinishContext(); return NULL; @@ -5881,7 +5802,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_5edges___get__(struct __pyx_obj_5_ __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_10Hypergraph_5edges_2generator6, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -5890,7 +5811,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_5edges___get__(struct __pyx_obj_5_ __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.Hypergraph.edges.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.BaseTRule.a.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); @@ -5899,14 +5820,15 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_5edges___get__(struct __pyx_obj_5_ return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_5edges_2generator6(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_9BaseTRule_1a_2generator2(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { - struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)__pyx_generator->closure); + 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; size_t __pyx_t_1; unsigned int __pyx_t_2; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; + PyObject *__pyx_t_5 = NULL; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { @@ -5917,33 +5839,49 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_5edges_2generator6(__pyx_Generator return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":117 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":92 * def __get__(self): * cdef unsigned i - * for i in range(self.hg.edges_.size()): # <<<<<<<<<<<<<< - * yield HypergraphEdge().init(self.hg, 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_) + */ + __pyx_cur_scope->__pyx_v_a = (&__pyx_cur_scope->__pyx_v_self->rule->get()->a_); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":93 + * 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_) * */ - __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->hg->edges_.size(); + __pyx_t_1 = __pyx_cur_scope->__pyx_v_a->size(); 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/hypergraph.pxi":118 - * cdef unsigned i - * for i in range(self.hg.edges_.size()): - * yield HypergraphEdge().init(self.hg, i) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":94 + * cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ + * for i in range(a.size()): + * yield (a[0][i].s_, a[0][i].t_) # <<<<<<<<<<<<<< * - * property nodes: + * def __set__(self, a): */ - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphEdge)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __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 = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = ((struct __pyx_vtabstruct_5_cdec_HypergraphEdge *)((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3), __pyx_cur_scope->__pyx_v_self->hg, __pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __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 = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_r = __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_GOTREF(__pyx_t_5); + PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); + __Pyx_GIVEREF(__pyx_t_3); + PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_4); + __Pyx_GIVEREF(__pyx_t_4); + __pyx_t_3 = 0; __pyx_t_4 = 0; + __pyx_r = ((PyObject *)__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); @@ -5954,13 +5892,14 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_5edges_2generator6(__pyx_Generator __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 = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_3); __Pyx_XDECREF(__pyx_t_4); + __Pyx_XDECREF(__pyx_t_5); __Pyx_AddTraceback("__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; __Pyx_XDECREF(__pyx_r); @@ -5968,460 +5907,488 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_5edges_2generator6(__pyx_Generator __Pyx_RefNannyFinishContext(); return NULL; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_5nodes_2generator7(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_5nodes_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_5nodes_1__get__(PyObject *__pyx_v_self) { - PyObject *__pyx_r = 0; +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) { + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_5nodes___get__(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); + __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_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":121 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":96 + * yield (a[0][i].s_, a[0][i].t_) * - * property nodes: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(self.hg.nodes_.size()): + * def __set__(self, a): # <<<<<<<<<<<<<< + * cdef vector[grammar.AlignmentPoint]* a_ = &self.rule.get().a_ + * a_.resize(len(a)) */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_5nodes___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *__pyx_cur_scope; - PyObject *__pyx_r = NULL; +static int __pyx_pf_5_cdec_9BaseTRule_1a_3__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_a) { + std::vector *__pyx_v_a_; + unsigned int __pyx_v_i; + int __pyx_v_s; + int __pyx_v_t; + int __pyx_r; __Pyx_RefNannyDeclarations + Py_ssize_t __pyx_t_1; + unsigned int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + PyObject *__pyx_t_4 = NULL; + PyObject *__pyx_t_5 = NULL; + PyObject *__pyx_t_6 = NULL; + PyObject *(*__pyx_t_7)(PyObject *); + int __pyx_t_8; + int __pyx_t_9; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__get__", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)__pyx_ptype_5_cdec___pyx_scope_struct_7___get__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_7___get__, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_self = __pyx_v_self; - __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_10Hypergraph_5nodes_2generator7, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_cur_scope); - __Pyx_RefNannyFinishContext(); - return (PyObject *) gen; - } + __Pyx_RefNannySetupContext("__set__", 0); - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.Hypergraph.nodes.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; - __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":97 + * + * def __set__(self, a): + * cdef vector[grammar.AlignmentPoint]* a_ = &self.rule.get().a_ # <<<<<<<<<<<<<< + * a_.resize(len(a)) + * cdef unsigned i + */ + __pyx_v_a_ = (&__pyx_v_self->rule->get()->a_); -static PyObject *__pyx_gb_5_cdec_10Hypergraph_5nodes_2generator7(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ -{ - struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)__pyx_generator->closure); - PyObject *__pyx_r = NULL; - size_t __pyx_t_1; - unsigned int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("None", 0); - switch (__pyx_generator->resume_label) { - case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L6_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 = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":98 + * 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_v_a_->resize(__pyx_t_1); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":123 - * def __get__(self): + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":101 * cdef unsigned i - * for i in range(self.hg.nodes_.size()): # <<<<<<<<<<<<<< - * yield HypergraphNode().init(self.hg, 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 = __pyx_cur_scope->__pyx_v_self->hg->nodes_.size(); + __pyx_t_1 = PyObject_Length(__pyx_v_a); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 101; __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; + __pyx_v_i = __pyx_t_2; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":124 - * cdef unsigned i - * for i in range(self.hg.nodes_.size()): - * yield HypergraphNode().init(self.hg, i) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":102 + * cdef int s, t + * for i in range(len(a)): + * s, t = a[i] # <<<<<<<<<<<<<< + * a_[0][i] = grammar.AlignmentPoint(s, t) * - * property goal: */ - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphNode)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_a, __pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = ((struct __pyx_vtabstruct_5_cdec_HypergraphNode *)((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_3)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_3), __pyx_cur_scope->__pyx_v_self->hg, __pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_r = __pyx_t_4; - __pyx_t_4 = 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_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 = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) { + PyObject* sequence = __pyx_t_3; + 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); + else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); + {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_t_4 = PyList_GET_ITEM(sequence, 0); + __pyx_t_5 = PyList_GET_ITEM(sequence, 1); + } + __Pyx_INCREF(__pyx_t_4); + __Pyx_INCREF(__pyx_t_5); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + } else { + Py_ssize_t index = -1; + __pyx_t_6 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_t_7 = Py_TYPE(__pyx_t_6)->tp_iternext; + index = 0; __pyx_t_4 = __pyx_t_7(__pyx_t_6); if (unlikely(!__pyx_t_4)) goto __pyx_L5_unpacking_failed; + __Pyx_GOTREF(__pyx_t_4); + index = 1; __pyx_t_5 = __pyx_t_7(__pyx_t_6); if (unlikely(!__pyx_t_5)) goto __pyx_L5_unpacking_failed; + __Pyx_GOTREF(__pyx_t_5); + if (__Pyx_IternextUnpackEndCheck(__pyx_t_7(__pyx_t_6), 2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + goto __pyx_L6_unpacking_done; + __pyx_L5_unpacking_failed:; + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); + if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); + {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_L6_unpacking_done:; + } + __pyx_t_8 = __Pyx_PyInt_AsInt(__pyx_t_4); if (unlikely((__pyx_t_8 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __pyx_t_9 = __Pyx_PyInt_AsInt(__pyx_t_5); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + __pyx_v_s = __pyx_t_8; + __pyx_v_t = __pyx_t_9; + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":103 + * for i in range(len(a)): + * s, t = a[i] + * a_[0][i] = grammar.AlignmentPoint(s, t) # <<<<<<<<<<<<<< + * + * property scores: + */ + ((__pyx_v_a_[0])[__pyx_v_i]) = AlignmentPoint(__pyx_v_s, __pyx_v_t); } - PyErr_SetNone(PyExc_StopIteration); + + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_3); __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback("__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_5); + __Pyx_XDECREF(__pyx_t_6); + __Pyx_AddTraceback("_cdec.BaseTRule.a.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); - return NULL; + return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_4goal_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_4goal_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_9BaseTRule_6scores_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_9BaseTRule_6scores_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_4goal___get__(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_9BaseTRule_6scores___get__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":127 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":106 * - * property goal: + * property scores: * def __get__(self): # <<<<<<<<<<<<<< - * return HypergraphNode().init(self.hg, self.hg.GoalNode()) - * + * cdef SparseVector scores = SparseVector() + * scores.vector = new FastSparseVector[double](self.rule.get().scores_) */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_4goal___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_9BaseTRule_6scores___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self) { + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_scores = 0; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":128 - * property goal: + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":107 + * property scores: * def __get__(self): - * return HypergraphNode().init(self.hg, self.hg.GoalNode()) # <<<<<<<<<<<<<< + * cdef SparseVector scores = SparseVector() # <<<<<<<<<<<<<< + * scores.vector = new FastSparseVector[double](self.rule.get().scores_) + * return scores + */ + __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[2]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_scores = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":108 + * def __get__(self): + * cdef SparseVector scores = SparseVector() + * scores.vector = new FastSparseVector[double](self.rule.get().scores_) # <<<<<<<<<<<<<< + * return scores * + */ + __pyx_v_scores->vector = new FastSparseVector(__pyx_v_self->rule->get()->scores_); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":109 + * cdef SparseVector scores = SparseVector() + * scores.vector = new FastSparseVector[double](self.rule.get().scores_) + * return scores # <<<<<<<<<<<<<< * + * def __set__(self, scores): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphNode)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = ((struct __pyx_vtabstruct_5_cdec_HypergraphNode *)((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_1)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_1), __pyx_v_self->hg, __pyx_v_self->hg->GoalNode()); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_r = __pyx_t_2; - __pyx_t_2 = 0; + __Pyx_INCREF(((PyObject *)__pyx_v_scores)); + __pyx_r = ((PyObject *)__pyx_v_scores); goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_AddTraceback("_cdec.Hypergraph.goal.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.BaseTRule.scores.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; + __Pyx_XDECREF((PyObject *)__pyx_v_scores); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_1_phrase(PyObject *__pyx_self, PyObject *__pyx_v_phrase); /*proto*/ -static PyMethodDef __pyx_mdef_5_cdec_1_phrase = {__Pyx_NAMESTR("_phrase"), (PyCFunction)__pyx_pw_5_cdec_1_phrase, METH_O, __Pyx_DOCSTR(0)}; -static PyObject *__pyx_pw_5_cdec_1_phrase(PyObject *__pyx_self, PyObject *__pyx_v_phrase) { - PyObject *__pyx_r = 0; +static int __pyx_pw_5_cdec_9BaseTRule_6scores_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_scores); /*proto*/ +static int __pyx_pw_5_cdec_9BaseTRule_6scores_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_scores) { + int __pyx_r; __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_RefNannySetupContext("__set__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_9BaseTRule_6scores_2__set__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self), ((PyObject *)__pyx_v_scores)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_7_phrase_2generator15(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ -/* "/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":111 + * return scores * - * cdef class TRule: + * def __set__(self, scores): # <<<<<<<<<<<<<< + * cdef FastSparseVector[double]* scores_ = &self.rule.get().scores_ + * scores_.clear() */ -static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *__pyx_cur_scope; - PyObject *__pyx_r = NULL; +static int __pyx_pf_5_cdec_9BaseTRule_6scores_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_scores) { + FastSparseVector *__pyx_v_scores_; + int __pyx_v_fid; + float __pyx_v_fval; + PyObject *__pyx_v_fname = NULL; + int __pyx_r; __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + Py_ssize_t __pyx_t_3; + PyObject *(*__pyx_t_4)(PyObject *); + PyObject *__pyx_t_5 = NULL; + PyObject *__pyx_t_6 = NULL; + PyObject *__pyx_t_7 = NULL; + PyObject *(*__pyx_t_8)(PyObject *); + float __pyx_t_9; + int __pyx_t_10; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("genexpr", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)__pyx_ptype_5_cdec___pyx_scope_struct_9_genexpr->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_9_genexpr, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *) __pyx_self; - __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_7_phrase_2generator15, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_cur_scope); - __Pyx_RefNannyFinishContext(); - return (PyObject *) gen; - } + __Pyx_RefNannySetupContext("__set__", 0); - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_AddTraceback("_cdec._phrase.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; - __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":112 + * + * def __set__(self, scores): + * cdef FastSparseVector[double]* scores_ = &self.rule.get().scores_ # <<<<<<<<<<<<<< + * scores_.clear() + * cdef int fid + */ + __pyx_v_scores_ = (&__pyx_v_self->rule->get()->scores_); -static PyObject *__pyx_gb_5_cdec_7_phrase_2generator15(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ -{ - struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)__pyx_generator->closure); - PyObject *__pyx_r = NULL; - PyObject *__pyx_t_1 = NULL; - Py_ssize_t __pyx_t_2; - PyObject *(*__pyx_t_3)(PyObject *); - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; - int __pyx_t_6; - PyObject *__pyx_t_7 = NULL; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("None", 0); - switch (__pyx_generator->resume_label) { - case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L6_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[4]; __pyx_lineno = 2; __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[4]; __pyx_lineno = 2; __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; + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":113 + * def __set__(self, scores): + * cdef FastSparseVector[double]* scores_ = &self.rule.get().scores_ + * scores_.clear() # <<<<<<<<<<<<<< + * cdef int fid + * cdef float fval + */ + __pyx_v_scores_->clear(); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":116 + * 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_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_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_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[4]; __pyx_lineno = 2; __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 = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; + __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext; } + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; for (;;) { - if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) { - if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break; - __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; - } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) { - if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break; - __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; + if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_1)) { + if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break; + __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; + } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_1)) { + if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break; + __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; } else { - __pyx_t_4 = __pyx_t_3(__pyx_t_1); - if (unlikely(!__pyx_t_4)) { + __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[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } - __Pyx_GOTREF(__pyx_t_4); + __Pyx_GOTREF(__pyx_t_2); } - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_w); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_w); - __Pyx_GIVEREF(__pyx_t_4); - __pyx_cur_scope->__pyx_v_w = __pyx_t_4; - __pyx_t_4 = 0; - __pyx_t_5 = ((PyObject *)((PyObject*)(&PyTuple_Type))); - __Pyx_INCREF(__pyx_t_5); - __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 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_8), __pyx_cur_scope->__pyx_v_w); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_5)); - __pyx_t_4 = ((PyObject *)__pyx_t_5); - __pyx_t_5 = 0; + if ((likely(PyTuple_CheckExact(__pyx_t_2))) || (PyList_CheckExact(__pyx_t_2))) { + PyObject* sequence = __pyx_t_2; + 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); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; } else { - __pyx_t_5 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_w, __pyx_n_s__encode); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_7 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_k_tuple_9), NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + 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_GOTREF(__pyx_t_7); - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_t_4 = __pyx_t_7; - __pyx_t_7 = 0; + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_8 = Py_TYPE(__pyx_t_7)->tp_iternext; + index = 0; __pyx_t_5 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_5)) goto __pyx_L5_unpacking_failed; + __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; + __Pyx_GOTREF(__pyx_t_6); + if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_7), 2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; + goto __pyx_L6_unpacking_done; + __pyx_L5_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_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_L6_unpacking_done:; } - __pyx_r = __pyx_t_4; - __pyx_t_4 = 0; - __Pyx_XGIVEREF(__pyx_t_1); - __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; - __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; - __pyx_cur_scope->__pyx_t_2 = __pyx_t_3; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 1; - return __pyx_r; - __pyx_L6_resume_from_yield:; - __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; - __pyx_cur_scope->__pyx_t_0 = 0; - __Pyx_XGOTREF(__pyx_t_1); - __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - __pyx_t_3 = __pyx_cur_scope->__pyx_t_2; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - PyErr_SetNone(PyExc_StopIteration); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; - __Pyx_RefNannyFinishContext(); - return NULL; -} + __pyx_t_9 = __pyx_PyFloat_AsFloat(__pyx_t_6); if (unlikely((__pyx_t_9 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __Pyx_XDECREF(__pyx_v_fname); + __pyx_v_fname = __pyx_t_5; + __pyx_t_5 = 0; + __pyx_v_fval = __pyx_t_9; -/* "/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/grammar.pxi":117 + * 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) */ + __pyx_v_fid = FD::Convert(((char *)__pyx_f_5_cdec_as_str(__pyx_v_fname, NULL))); -static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_phrase) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *__pyx_cur_scope; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("_phrase", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)__pyx_ptype_5_cdec___pyx_scope_struct_8__phrase->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_8__phrase, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_phrase = __pyx_v_phrase; - __Pyx_INCREF(__pyx_cur_scope->__pyx_v_phrase); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_phrase); + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":118 + * for fname, fval in scores.items(): + * fid = FDConvert(as_str(fname)) + * if fid < 0: raise KeyError(fname) # <<<<<<<<<<<<<< + * scores_.set_value(fid, fval) + * + */ + __pyx_t_10 = (__pyx_v_fid < 0); + if (__pyx_t_10) { + __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_INCREF(__pyx_v_fname); + PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_fname); + __Pyx_GIVEREF(__pyx_v_fname); + __pyx_t_6 = PyObject_Call(__pyx_builtin_KeyError, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; + __Pyx_Raise(__pyx_t_6, 0, 0, 0); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + goto __pyx_L7; + } + __pyx_L7:; - /* "/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":119 + * fid = FDConvert(as_str(fname)) + * if fid < 0: raise KeyError(fname) + * scores_.set_value(fid, fval) # <<<<<<<<<<<<<< * - * cdef class TRule: + * property lhs: */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_kp_s_10), __pyx_n_s__join); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __pyx_pf_5_cdec_7_phrase_genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __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[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); + __pyx_v_scores_->set_value(__pyx_v_fid, __pyx_v_fval); + } __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; - __pyx_r = __pyx_t_2; - __pyx_t_2 = 0; - goto __pyx_L0; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("_cdec._phrase", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_XDECREF(__pyx_t_5); + __Pyx_XDECREF(__pyx_t_6); + __Pyx_XDECREF(__pyx_t_7); + __Pyx_AddTraceback("_cdec.BaseTRule.scores.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); - __Pyx_XGIVEREF(__pyx_r); + __Pyx_XDECREF(__pyx_v_fname); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_5TRule_5arity_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_5TRule_5arity_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_9BaseTRule_3lhs_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_9BaseTRule_3lhs_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_5TRule_5arity___get__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_9BaseTRule_3lhs___get__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":8 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":122 * - * property arity: + * property lhs: * def __get__(self): # <<<<<<<<<<<<<< - * return self.rule.arity_ + * return NT(TDConvert(-self.rule.get().lhs_)) * */ -static PyObject *__pyx_pf_5_cdec_5TRule_5arity___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_9BaseTRule_3lhs___get__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":9 - * property arity: + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":123 + * property lhs: * def __get__(self): - * return self.rule.arity_ # <<<<<<<<<<<<<< + * return NT(TDConvert(-self.rule.get().lhs_)) # <<<<<<<<<<<<<< * - * property f: + * def __set__(self, lhs): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyInt_FromLong(__pyx_v_self->rule->arity_); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyBytes_FromString(TD::Convert((-__pyx_v_self->rule->get()->lhs_))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 123; __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[2]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); + __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_NT)), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; __pyx_r = __pyx_t_1; __pyx_t_1 = 0; goto __pyx_L0; @@ -6430,7 +6397,8 @@ static PyObject *__pyx_pf_5_cdec_5TRule_5arity___get__(struct __pyx_obj_5_cdec_T goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.TRule.arity.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("_cdec.BaseTRule.lhs.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); @@ -6439,552 +6407,648 @@ static PyObject *__pyx_pf_5_cdec_5TRule_5arity___get__(struct __pyx_obj_5_cdec_T } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_5TRule_1f_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_5TRule_1f_1__get__(PyObject *__pyx_v_self) { - PyObject *__pyx_r = 0; +static int __pyx_pw_5_cdec_9BaseTRule_3lhs_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_lhs); /*proto*/ +static int __pyx_pw_5_cdec_9BaseTRule_3lhs_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_lhs) { + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_5TRule_1f___get__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_9BaseTRule_3lhs_2__set__(((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_self), ((PyObject *)__pyx_v_lhs)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":12 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":125 + * return NT(TDConvert(-self.rule.get().lhs_)) * - * property f: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef vector[WordID]* f = &self.rule.f_ - * cdef WordID w + * def __set__(self, lhs): # <<<<<<<<<<<<<< + * if not isinstance(lhs, NT): + * lhs = NT(lhs) */ -static PyObject *__pyx_pf_5_cdec_5TRule_1f___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self) { - std::vector *__pyx_v_f; - WordID __pyx_v_w; - PyObject *__pyx_v_words = 0; - unsigned int __pyx_v_i; - int __pyx_v_idx; - PyObject *__pyx_r = NULL; +static int __pyx_pf_5_cdec_9BaseTRule_3lhs_2__set__(struct __pyx_obj_5_cdec_BaseTRule *__pyx_v_self, PyObject *__pyx_v_lhs) { + int __pyx_r; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - size_t __pyx_t_2; - unsigned int __pyx_t_3; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; + int __pyx_t_2; + int __pyx_t_3; + PyObject *__pyx_t_4 = NULL; + char *__pyx_t_5; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__get__", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":13 - * property f: - * def __get__(self): - * cdef vector[WordID]* f = &self.rule.f_ # <<<<<<<<<<<<<< - * cdef WordID w - * cdef words = [] - */ - __pyx_v_f = (&__pyx_v_self->rule->f_); + __Pyx_RefNannySetupContext("__set__", 0); + __Pyx_INCREF(__pyx_v_lhs); - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":15 - * cdef vector[WordID]* f = &self.rule.f_ - * cdef WordID w - * cdef words = [] # <<<<<<<<<<<<<< - * cdef unsigned i - * cdef int idx = 0 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":126 + * + * def __set__(self, lhs): + * if not isinstance(lhs, NT): # <<<<<<<<<<<<<< + * lhs = NT(lhs) + * self.rule.get().lhs_ = -TDConvert(lhs.cat) */ - __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_words = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; + __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_NT)); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_lhs, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_3 = (!__pyx_t_2); + if (__pyx_t_3) { - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":17 - * cdef words = [] - * cdef unsigned i - * cdef int idx = 0 # <<<<<<<<<<<<<< - * for i in range(f.size()): - * w = f[0][i] + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":127 + * def __set__(self, lhs): + * if not isinstance(lhs, NT): + * lhs = NT(lhs) # <<<<<<<<<<<<<< + * self.rule.get().lhs_ = -TDConvert(lhs.cat) + * */ - __pyx_v_idx = 0; + __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_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_GOTREF(__pyx_t_4); + __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_v_lhs); + __pyx_v_lhs = __pyx_t_4; + __pyx_t_4 = 0; + goto __pyx_L3; + } + __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":18 - * cdef unsigned i - * cdef int idx = 0 - * for i in range(f.size()): # <<<<<<<<<<<<<< - * w = f[0][i] - * if w < 0: + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":128 + * if not isinstance(lhs, NT): + * lhs = NT(lhs) + * self.rule.get().lhs_ = -TDConvert(lhs.cat) # <<<<<<<<<<<<<< + * + * def __str__(self): */ - __pyx_t_2 = __pyx_v_f->size(); - for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { - __pyx_v_i = __pyx_t_3; + __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_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_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __pyx_v_self->rule->get()->lhs_ = (-TD::Convert(((char *)__pyx_t_5))); - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":19 - * cdef int idx = 0 - * for i in range(f.size()): - * w = f[0][i] # <<<<<<<<<<<<<< - * if w < 0: - * idx += 1 - */ - __pyx_v_w = ((__pyx_v_f[0])[__pyx_v_i]); + __pyx_r = 0; + goto __pyx_L0; + __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_r = -1; + __pyx_L0:; + __Pyx_XDECREF(__pyx_v_lhs); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":20 - * for i in range(f.size()): - * w = f[0][i] - * if w < 0: # <<<<<<<<<<<<<< - * idx += 1 - * words.append((TDConvert(-w), idx)) - */ - __pyx_t_4 = (__pyx_v_w < 0); - if (__pyx_t_4) { +/* 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) { + 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_RefNannyFinishContext(); + return __pyx_r; +} +static PyObject *__pyx_gb_5_cdec_9BaseTRule_7__str___2generator18(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":21 - * w = f[0][i] - * if w < 0: - * idx += 1 # <<<<<<<<<<<<<< - * words.append((TDConvert(-w), idx)) - * else: +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":131 + * + * 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) */ - __pyx_v_idx = (__pyx_v_idx + 1); - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":22 - * if w < 0: - * idx += 1 - * words.append((TDConvert(-w), idx)) # <<<<<<<<<<<<<< - * else: - * words.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[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_5 = PyInt_FromLong(__pyx_v_idx); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_1)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); - PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_5); - __Pyx_GIVEREF(__pyx_t_5); - __pyx_t_1 = 0; - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_Append(__pyx_v_words, ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - goto __pyx_L5; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":24 - * words.append((TDConvert(-w), idx)) - * else: - * words.append(unicode(TDConvert(w), encoding='utf8')) # <<<<<<<<<<<<<< - * return words - * - */ - __pyx_t_5 = PyBytes_FromString(TD::Convert(__pyx_v_w)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __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[4]; __pyx_lineno = 24; __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 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_5)); - if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__encoding), ((PyObject *)__pyx_n_s__utf8)) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_6), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_Append(__pyx_v_words, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __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; - } - __pyx_L5:; +static PyObject *__pyx_pf_5_cdec_9BaseTRule_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 + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("genexpr", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *)__pyx_ptype_5_cdec___pyx_scope_struct_6_genexpr->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_6_genexpr, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *) __pyx_self; + __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_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; } - - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":25 - * else: - * words.append(unicode(TDConvert(w), encoding='utf8')) - * return words # <<<<<<<<<<<<<< - * - * property e: - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(__pyx_v_words); - __pyx_r = __pyx_v_words; - goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_AddTraceback("_cdec.TRule.f.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.BaseTRule.__str__.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF(__pyx_v_words); + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* Python wrapper */ -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; +static PyObject *__pyx_gb_5_cdec_9BaseTRule_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; + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + Py_ssize_t __pyx_t_3; + PyObject *(*__pyx_t_4)(PyObject *); __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_5TRule_1e___get__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self)); + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + case 1: goto __pyx_L6_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 = 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;} + __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_GOTREF(__pyx_t_2); + __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; + } + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + for (;;) { + if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_2)) { + if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break; + __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_1); __pyx_t_3++; + } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_2)) { + if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break; + __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_1); __pyx_t_3++; + } 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;} + } + break; + } + __Pyx_GOTREF(__pyx_t_1); + } + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_feat); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_feat); + __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_GOTREF(((PyObject *)__pyx_t_1)); + __pyx_r = ((PyObject *)__pyx_t_1); + __pyx_t_1 = 0; + __Pyx_XGIVEREF(__pyx_t_2); + __pyx_cur_scope->__pyx_t_0 = __pyx_t_2; + __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; + __pyx_cur_scope->__pyx_t_2 = __pyx_t_4; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L6_resume_from_yield:; + __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; + __pyx_cur_scope->__pyx_t_0 = 0; + __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;} + } + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + PyErr_SetNone(PyExc_StopIteration); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_L0:; + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); - return __pyx_r; + return NULL; } -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":28 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":130 + * self.rule.get().lhs_ = -TDConvert(lhs.cat) * - * property e: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef vector[WordID]* e = &self.rule.e_ - * cdef WordID w + * def __str__(self): # <<<<<<<<<<<<<< + * scores = ' '.join('%s=%s' % feat for feat in self.scores) + * return '%s ||| %s ||| %s ||| %s' % (self.lhs, */ -static PyObject *__pyx_pf_5_cdec_5TRule_1e___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self) { - std::vector *__pyx_v_e; - WordID __pyx_v_w; - PyObject *__pyx_v_words = 0; - unsigned int __pyx_v_i; - int __pyx_v_idx; +static PyObject *__pyx_pf_5_cdec_9BaseTRule_2__str__(struct __pyx_obj_5_cdec_BaseTRule *__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; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - size_t __pyx_t_2; - unsigned int __pyx_t_3; - int __pyx_t_4; + PyObject *__pyx_t_2 = NULL; + PyObject *__pyx_t_3 = NULL; + PyObject *__pyx_t_4 = NULL; PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__get__", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":29 - * property e: - * def __get__(self): - * cdef vector[WordID]* e = &self.rule.e_ # <<<<<<<<<<<<<< - * cdef WordID w - * cdef words = [] - */ - __pyx_v_e = (&__pyx_v_self->rule->e_); + __Pyx_RefNannySetupContext("__str__", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)__pyx_ptype_5_cdec___pyx_scope_struct_5___str__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_5___str__, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_self = __pyx_v_self; + __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); + __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":31 - * cdef vector[WordID]* e = &self.rule.e_ - * cdef WordID w - * cdef words = [] # <<<<<<<<<<<<<< - * cdef unsigned i - * cdef int idx = 0 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":131 + * + * 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) */ - __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_kp_s_7), __pyx_n_s__join); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_v_words = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":33 - * cdef words = [] - * cdef unsigned i - * cdef int idx = 0 # <<<<<<<<<<<<<< - * for i in range(e.size()): - * w = e[0][i] - */ - __pyx_v_idx = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":34 - * cdef unsigned i - * cdef int idx = 0 - * for i in range(e.size()): # <<<<<<<<<<<<<< - * w = e[0][i] - * if w < 1: - */ - __pyx_t_2 = __pyx_v_e->size(); - 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/trule.pxi":35 - * cdef int idx = 0 - * for i in range(e.size()): - * w = e[0][i] # <<<<<<<<<<<<<< - * if w < 1: - * idx += 1 - */ - __pyx_v_w = ((__pyx_v_e[0])[__pyx_v_i]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":36 - * for i in range(e.size()): - * w = e[0][i] - * if w < 1: # <<<<<<<<<<<<<< - * idx += 1 - * words.append((TDConvert(1-w), idx)) - */ - __pyx_t_4 = (__pyx_v_w < 1); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":37 - * w = e[0][i] - * if w < 1: - * idx += 1 # <<<<<<<<<<<<<< - * words.append((TDConvert(1-w), idx)) - * else: - */ - __pyx_v_idx = (__pyx_v_idx + 1); + __pyx_t_2 = __pyx_pf_5_cdec_9BaseTRule_7__str___genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __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 = 131; __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; + __pyx_v_scores = __pyx_t_2; + __pyx_t_2 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":38 - * if w < 1: - * idx += 1 - * words.append((TDConvert(1-w), idx)) # <<<<<<<<<<<<<< - * else: - * words.append(unicode(TDConvert(w), encoding='utf8')) + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":132 + * 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) + * */ - __pyx_t_1 = PyBytes_FromString(TD::Convert((1 - __pyx_v_w))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_5 = PyInt_FromLong(__pyx_v_idx); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_1)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); - PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_5); - __Pyx_GIVEREF(__pyx_t_5); - __pyx_t_1 = 0; - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_Append(__pyx_v_words, ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - goto __pyx_L5; - } - /*else*/ { + __Pyx_XDECREF(__pyx_r); + __pyx_t_2 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__lhs); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":40 - * words.append((TDConvert(1-w), idx)) - * else: - * words.append(unicode(TDConvert(w), encoding='utf8')) # <<<<<<<<<<<<<< - * return words + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":133 + * 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): */ - __pyx_t_5 = PyBytes_FromString(TD::Convert(__pyx_v_w)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 40; __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[4]; __pyx_lineno = 40; __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 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_5)); - if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__encoding), ((PyObject *)__pyx_n_s__utf8)) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_6), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_Append(__pyx_v_words, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 40; __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; - } - __pyx_L5:; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":41 - * else: - * words.append(unicode(TDConvert(w), encoding='utf8')) - * return words # <<<<<<<<<<<<<< - * - * property scores: - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(__pyx_v_words); - __pyx_r = __pyx_v_words; + __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s___phrase); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; + __pyx_t_4 = __Pyx_GetName(__pyx_m, __pyx_n_s___phrase); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __pyx_t_3 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__e); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __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); + __pyx_t_3 = 0; + __pyx_t_3 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; + __pyx_t_5 = PyTuple_New(4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_5); + PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); + __Pyx_GIVEREF(__pyx_t_2); + PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_t_3); + __Pyx_GIVEREF(__pyx_t_3); + __Pyx_INCREF(__pyx_v_scores); + PyTuple_SET_ITEM(__pyx_t_5, 3, __pyx_v_scores); + __Pyx_GIVEREF(__pyx_v_scores); + __pyx_t_2 = 0; + __pyx_t_1 = 0; + __pyx_t_3 = 0; + __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_12), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_3)); + __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; + __pyx_r = ((PyObject *)__pyx_t_3); + __pyx_t_3 = 0; goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); 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); __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_AddTraceback("_cdec.TRule.e.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.BaseTRule.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF(__pyx_v_words); + __Pyx_XDECREF(__pyx_v_scores); + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -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; +static int __pyx_pw_5_cdec_5TRule_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ +static int __pyx_pw_5_cdec_5TRule_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { + PyObject *__pyx_v_lhs = 0; + PyObject *__pyx_v_f = 0; + PyObject *__pyx_v_e = 0; + PyObject *__pyx_v_scores = 0; + PyObject *__pyx_v_a = 0; + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__lhs,&__pyx_n_s__f,&__pyx_n_s__e,&__pyx_n_s__scores,&__pyx_n_s__a,0}; + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_5TRule_6scores___get__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} + __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); + { + PyObject* values[5] = {0,0,0,0,0}; -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":44 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":136 * - * property scores: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef SparseVector scores = SparseVector() - * scores.vector = new FastSparseVector[double](self.rule.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 */ + values[4] = ((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 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4); + 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); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (pos_args) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__lhs); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__f); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 4, 5, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__e); + if (likely(values[2])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 4, 5, 2); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 3: + values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scores); + if (likely(values[3])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 4, 5, 3); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 4: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); + if (value) { values[4] = 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[2]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4); + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } + } + __pyx_v_lhs = values[0]; + __pyx_v_f = values[1]; + __pyx_v_e = values[2]; + __pyx_v_scores = values[3]; + __pyx_v_a = values[4]; + } + goto __pyx_L4_argument_unpacking_done; + __pyx_L5_argtuple_error:; + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 4, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_L3_error:; + __Pyx_AddTraceback("_cdec.TRule.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_RefNannyFinishContext(); + return -1; + __pyx_L4_argument_unpacking_done:; + __pyx_r = __pyx_pf_5_cdec_5TRule___cinit__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self), __pyx_v_lhs, __pyx_v_f, __pyx_v_e, __pyx_v_scores, __pyx_v_a); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} -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; - PyObject *__pyx_r = NULL; +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) { + int __pyx_r; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; + int __pyx_t_1; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__get__", 0); + __Pyx_RefNannySetupContext("__cinit__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":45 - * property scores: - * def __get__(self): - * cdef SparseVector scores = SparseVector() # <<<<<<<<<<<<<< - * scores.vector = new FastSparseVector[double](self.rule.scores_) - * return scores - */ - __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[4]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_scores = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); - __pyx_t_1 = 0; + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":137 + * 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 + */ + __pyx_v_self->__pyx_base.rule = new boost::shared_ptr(new TRule()); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":138 + * 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 + */ + if (PyObject_SetAttr(((PyObject *)__pyx_v_self), __pyx_n_s__lhs, __pyx_v_lhs) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":139 + * self.rule = new shared_ptr[grammar.TRule](new grammar.TRule()) + * self.lhs = lhs + * self.e = e # <<<<<<<<<<<<<< + * self.f = f + * self.scores = scores + */ + if (PyObject_SetAttr(((PyObject *)__pyx_v_self), __pyx_n_s__e, __pyx_v_e) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":140 + * self.lhs = lhs + * self.e = e + * self.f = f # <<<<<<<<<<<<<< + * self.scores = scores + * if a: + */ + if (PyObject_SetAttr(((PyObject *)__pyx_v_self), __pyx_n_s__f, __pyx_v_f) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":141 + * self.e = e + * self.f = f + * self.scores = scores # <<<<<<<<<<<<<< + * if a: + * self.a = a + */ + if (PyObject_SetAttr(((PyObject *)__pyx_v_self), __pyx_n_s__scores, __pyx_v_scores) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":142 + * self.f = f + * self.scores = scores + * if a: # <<<<<<<<<<<<<< + * self.a = a + * self.rule.get().ComputeArity() + */ + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_a); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":46 - * def __get__(self): - * cdef SparseVector scores = SparseVector() - * scores.vector = new FastSparseVector[double](self.rule.scores_) # <<<<<<<<<<<<<< - * return scores + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":143 + * self.scores = scores + * if a: + * self.a = a # <<<<<<<<<<<<<< + * self.rule.get().ComputeArity() * */ - __pyx_v_scores->vector = new FastSparseVector(__pyx_v_self->rule->scores_); + if (PyObject_SetAttr(((PyObject *)__pyx_v_self), __pyx_n_s__a, __pyx_v_a) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + goto __pyx_L3; + } + __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":47 - * cdef SparseVector scores = SparseVector() - * scores.vector = new FastSparseVector[double](self.rule.scores_) - * return scores # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":144 + * if a: + * self.a = a + * self.rule.get().ComputeArity() # <<<<<<<<<<<<<< * - * property lhs: + * cdef class Grammar: */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_scores)); - __pyx_r = ((PyObject *)__pyx_v_scores); - goto __pyx_L0; + __pyx_v_self->__pyx_base.rule->get()->ComputeArity(); - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.TRule.scores.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_AddTraceback("_cdec.TRule.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_scores); - __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -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; +static void __pyx_pw_5_cdec_7Grammar_1__dealloc__(PyObject *__pyx_v_self); /*proto*/ +static void __pyx_pw_5_cdec_7Grammar_1__dealloc__(PyObject *__pyx_v_self) { __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_5TRule_3lhs___get__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); + __pyx_pf_5_cdec_7Grammar___dealloc__(((struct __pyx_obj_5_cdec_Grammar *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); - return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":50 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":149 + * cdef shared_ptr[grammar.Grammar]* grammar * - * property lhs: - * def __get__(self): # <<<<<<<<<<<<<< - * return TDConvert(-self.rule.lhs_) + * def __dealloc__(self): # <<<<<<<<<<<<<< + * del self.grammar * */ -static PyObject *__pyx_pf_5_cdec_5TRule_3lhs___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self) { - PyObject *__pyx_r = NULL; +static void __pyx_pf_5_cdec_7Grammar___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Grammar *__pyx_v_self) { __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_RefNannySetupContext("__dealloc__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":51 - * property lhs: - * def __get__(self): - * return TDConvert(-self.rule.lhs_) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":150 * - * def __str__(self): + * def __dealloc__(self): + * del self.grammar # <<<<<<<<<<<<<< + * + * def __iter__(self): */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(TD::Convert((-__pyx_v_self->rule->lhs_))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 51; __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; + delete __pyx_v_self->grammar; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.TRule.lhs.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); - return __pyx_r; } +static PyObject *__pyx_gb_5_cdec_7Grammar_4generator3(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_5TRule_1__str__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_5TRule_1__str__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_7Grammar_3__iter__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_7Grammar_3__iter__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__str__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_5TRule___str__(((struct __pyx_obj_5_cdec_TRule *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_7Grammar_2__iter__(((struct __pyx_obj_5_cdec_Grammar *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_5TRule_7__str___2generator16(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":54 +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":152 + * del self.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) + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef grammar.GrammarIter* root = self.grammar.get().GetRoot() + * cdef grammar.RuleBin* rbin = root.GetRules() */ -static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *__pyx_cur_scope; +static PyObject *__pyx_pf_5_cdec_7Grammar_2__iter__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("genexpr", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)__pyx_ptype_5_cdec___pyx_scope_struct_11_genexpr->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_11_genexpr, __pyx_empty_tuple, NULL); + __Pyx_RefNannySetupContext("__iter__", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)__pyx_ptype_5_cdec___pyx_scope_struct_7___iter__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_7___iter__, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_cur_scope)) { __Pyx_RefNannyFinishContext(); return NULL; } __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *) __pyx_self; - __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope)); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope); + __pyx_cur_scope->__pyx_v_self = __pyx_v_self; + __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_5TRule_7__str___2generator16, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_7Grammar_4generator3, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -6993,7 +7057,7 @@ static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self) { __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.TRule.__str__.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Grammar.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); @@ -7002,14 +7066,13 @@ static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self) { return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_5TRule_7__str___2generator16(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_7Grammar_4generator3(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { - struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)__pyx_generator->closure); + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - Py_ssize_t __pyx_t_3; - PyObject *(*__pyx_t_4)(PyObject *); + int __pyx_t_1; + unsigned int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { @@ -7020,564 +7083,477 @@ static PyObject *__pyx_gb_5_cdec_5TRule_7__str___2generator16(__pyx_GeneratorObj return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __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[4]; __pyx_lineno = 54; __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[4]; __pyx_lineno = 54; __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[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; - } - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - for (;;) { - if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_2)) { - if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break; - __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_1); __pyx_t_3++; - } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_2)) { - if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break; - __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_1); __pyx_t_3++; - } 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[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - break; - } - __Pyx_GOTREF(__pyx_t_1); - } - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_feat); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_feat); - __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[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_r = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_XGIVEREF(__pyx_t_2); - __pyx_cur_scope->__pyx_t_0 = __pyx_t_2; - __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; - __pyx_cur_scope->__pyx_t_2 = __pyx_t_4; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 1; - return __pyx_r; - __pyx_L6_resume_from_yield:; - __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; - __pyx_cur_scope->__pyx_t_0 = 0; - __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[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - PyErr_SetNone(PyExc_StopIteration); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; - __Pyx_RefNannyFinishContext(); - return NULL; -} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;} -/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":53 - * return TDConvert(-self.rule.lhs_) + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":153 * - * 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 grammar.GrammarIter* root = self.grammar.get().GetRoot() # <<<<<<<<<<<<<< + * cdef grammar.RuleBin* rbin = root.GetRules() + * cdef TRule trule */ + __pyx_cur_scope->__pyx_v_root = __pyx_cur_scope->__pyx_v_self->grammar->get()->GetRoot(); -static PyObject *__pyx_pf_5_cdec_5TRule___str__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *__pyx_cur_scope; - PyObject *__pyx_v_scores = NULL; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__str__", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)__pyx_ptype_5_cdec___pyx_scope_struct_10___str__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_10___str__, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_self = __pyx_v_self; - __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); - __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":154 + * def __iter__(self): + * cdef grammar.GrammarIter* root = self.grammar.get().GetRoot() + * cdef grammar.RuleBin* rbin = root.GetRules() # <<<<<<<<<<<<<< + * cdef TRule trule + * cdef unsigned i + */ + __pyx_cur_scope->__pyx_v_rbin = __pyx_cur_scope->__pyx_v_root->GetRules(); - /* "/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) + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":157 + * cdef TRule trule + * cdef unsigned i + * for i in range(rbin.GetNumRules()): # <<<<<<<<<<<<<< + * trule = TRule() + * trule.rule = new shared_ptr[grammar.TRule](rbin.GetIthRule(i)) */ - __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_kp_s_10), __pyx_n_s__join); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __pyx_pf_5_cdec_5TRule_7__str___genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __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[4]; __pyx_lineno = 54; __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; - __pyx_v_scores = __pyx_t_2; - __pyx_t_2 = 0; + __pyx_t_1 = __pyx_cur_scope->__pyx_v_rbin->GetNumRules(); + 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/trule.pxi":55 - * 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) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":158 + * cdef unsigned i + * for i in range(rbin.GetNumRules()): + * trule = TRule() # <<<<<<<<<<<<<< + * trule.rule = new shared_ptr[grammar.TRule](rbin.GetIthRule(i)) + * yield trule */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__lhs); 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_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s___phrase); 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_1 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_GetName(__pyx_m, __pyx_n_s___phrase); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__e); 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_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __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); - __pyx_t_3 = 0; - __pyx_t_3 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_5), NULL); 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_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; - __pyx_t_5 = PyTuple_New(4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_t_3); - __Pyx_GIVEREF(__pyx_t_3); - __Pyx_INCREF(__pyx_v_scores); - PyTuple_SET_ITEM(__pyx_t_5, 3, __pyx_v_scores); - __Pyx_GIVEREF(__pyx_v_scores); - __pyx_t_2 = 0; - __pyx_t_1 = 0; - __pyx_t_3 = 0; - __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_12), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_3)); - __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; - __pyx_r = ((PyObject *)__pyx_t_3); - __pyx_t_3 = 0; - goto __pyx_L0; + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_TRule)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __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; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":159 + * for i in range(rbin.GetNumRules()): + * trule = TRule() + * trule.rule = new shared_ptr[grammar.TRule](rbin.GetIthRule(i)) # <<<<<<<<<<<<<< + * yield trule + * + */ + __pyx_cur_scope->__pyx_v_trule->__pyx_base.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":160 + * trule = TRule() + * trule.rule = new shared_ptr[grammar.TRule](rbin.GetIthRule(i)) + * yield trule # <<<<<<<<<<<<<< + * + * property name: + */ + __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_trule)); + __pyx_r = ((PyObject *)__pyx_cur_scope->__pyx_v_trule); + __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_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 = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + PyErr_SetNone(PyExc_StopIteration); 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); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_AddTraceback("_cdec.TRule.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_AddTraceback("__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; - __Pyx_XDECREF(__pyx_v_scores); - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); - __Pyx_XGIVEREF(__pyx_r); + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; + __Pyx_RefNannyFinishContext(); + return NULL; +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_7Grammar_4name_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_7Grammar_4name_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_7Grammar_4name___get__(((struct __pyx_obj_5_cdec_Grammar *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":138 - * cdef public TRule trule +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":163 + * + * property name: + * def __get__(self): # <<<<<<<<<<<<<< + * self.grammar.get().GetGrammarName().c_str() * - * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): # <<<<<<<<<<<<<< - * self.hg = hg - * self.edge = &hg.edges_[i] */ -static PyObject *__pyx_f_5_cdec_14HypergraphEdge_init(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self, Hypergraph *__pyx_v_hg, unsigned int __pyx_v_i) { +static PyObject *__pyx_pf_5_cdec_7Grammar_4name___get__(struct __pyx_obj_5_cdec_Grammar *__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("init", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":139 - * - * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): - * self.hg = hg # <<<<<<<<<<<<<< - * self.edge = &hg.edges_[i] - * self.trule = TRule() - */ - __pyx_v_self->hg = __pyx_v_hg; - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":140 - * 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() - */ - __pyx_v_self->edge = (&(__pyx_v_hg->edges_[__pyx_v_i])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":141 - * self.hg = hg - * self.edge = &hg.edges_[i] - * self.trule = TRule() # <<<<<<<<<<<<<< - * self.trule.rule = self.edge.rule_.get() - * return self - */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_TRule)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __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_TRule *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":142 - * self.edge = &hg.edges_[i] - * self.trule = TRule() - * self.trule.rule = self.edge.rule_.get() # <<<<<<<<<<<<<< - * return self - * - */ - __pyx_v_self->trule->rule = __pyx_v_self->edge->rule_.get(); + __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":143 - * self.trule = TRule() - * self.trule.rule = self.edge.rule_.get() - * return self # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":164 + * property name: + * def __get__(self): + * self.grammar.get().GetGrammarName().c_str() # <<<<<<<<<<<<<< * - * def __len__(self): + * def __set__(self, name): */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_self)); - __pyx_r = ((PyObject *)__pyx_v_self); - goto __pyx_L0; + __pyx_v_self->grammar->get()->GetGrammarName().c_str(); __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.HypergraphEdge.init", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static Py_ssize_t __pyx_pw_5_cdec_14HypergraphEdge_1__len__(PyObject *__pyx_v_self); /*proto*/ -static Py_ssize_t __pyx_pw_5_cdec_14HypergraphEdge_1__len__(PyObject *__pyx_v_self) { - Py_ssize_t __pyx_r; +static int __pyx_pw_5_cdec_7Grammar_4name_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_name); /*proto*/ +static int __pyx_pw_5_cdec_7Grammar_4name_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_name) { + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__len__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge___len__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_7Grammar_4name_2__set__(((struct __pyx_obj_5_cdec_Grammar *)__pyx_v_self), ((PyObject *)__pyx_v_name)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":145 - * return self +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":166 + * self.grammar.get().GetGrammarName().c_str() * - * def __len__(self): # <<<<<<<<<<<<<< - * return self.edge.tail_nodes_.size() + * def __set__(self, name): # <<<<<<<<<<<<<< + * self.grammar.get().SetGrammarName(string(name)) * */ -static Py_ssize_t __pyx_pf_5_cdec_14HypergraphEdge___len__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { - Py_ssize_t __pyx_r; +static int __pyx_pf_5_cdec_7Grammar_4name_2__set__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self, PyObject *__pyx_v_name) { + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__len__", 0); + char *__pyx_t_1; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__set__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":146 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":167 * - * def __len__(self): - * return self.edge.tail_nodes_.size() # <<<<<<<<<<<<<< + * def __set__(self, name): + * self.grammar.get().SetGrammarName(string(name)) # <<<<<<<<<<<<<< * - * property head_node: + * cdef class TextGrammar(Grammar): */ - __pyx_r = __pyx_v_self->edge->tail_nodes_.size(); - goto __pyx_L0; + __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_v_self->grammar->get()->SetGrammarName(std::string(((char *)__pyx_t_1))); __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.Grammar.name.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_9head_node_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_9head_node_1__get__(PyObject *__pyx_v_self) { - PyObject *__pyx_r = 0; +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("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_9head_node___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); + __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; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (pos_args) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__rules); + if (likely(values[0])) kw_args--; + 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 = 170; __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_rules = 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[2]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_L3_error:; + __Pyx_AddTraceback("_cdec.TextGrammar.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_RefNannyFinishContext(); + return -1; + __pyx_L4_argument_unpacking_done:; + __pyx_r = __pyx_pf_5_cdec_11TextGrammar___cinit__(((struct __pyx_obj_5_cdec_TextGrammar *)__pyx_v_self), __pyx_v_rules); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":149 - * - * property head_node: - * def __get__(self): # <<<<<<<<<<<<<< - * return HypergraphNode().init(self.hg, self.edge.head_node_) +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":170 * + * 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() */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_9head_node___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { - PyObject *__pyx_r = NULL; +static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextGrammar *__pyx_v_self, PyObject *__pyx_v_rules) { + TextGrammar *__pyx_v__g; + PyObject *__pyx_v_trule = NULL; + int __pyx_r; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; + Py_ssize_t __pyx_t_2; + PyObject *(*__pyx_t_3)(PyObject *); + PyObject *__pyx_t_4 = NULL; + int __pyx_t_5; + int __pyx_t_6; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__get__", 0); + __Pyx_RefNannySetupContext("__cinit__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":150 - * property head_node: - * def __get__(self): - * return HypergraphNode().init(self.hg, self.edge.head_node_) # <<<<<<<<<<<<<< - * - * property tail_nodes: + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":171 + * 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: + */ + __pyx_v_self->__pyx_base.grammar = new boost::shared_ptr(new TextGrammar()); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":172 + * 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): + */ + __pyx_v__g = ((TextGrammar *)__pyx_v_self->__pyx_base.grammar->get()); + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":173 + * 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') + */ + if (PyList_CheckExact(__pyx_v_rules) || PyTuple_CheckExact(__pyx_v_rules)) { + __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 = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; + } + for (;;) { + if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) { + if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break; + __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; + } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) { + if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break; + __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; + } 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 = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + break; + } + __Pyx_GOTREF(__pyx_t_4); + } + __Pyx_XDECREF(__pyx_v_trule); + __pyx_v_trule = __pyx_t_4; + __pyx_t_4 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":174 + * 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]) */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphNode)), ((PyObject *)__pyx_empty_tuple), NULL); 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 = ((struct __pyx_vtabstruct_5_cdec_HypergraphNode *)((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_1)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_1), __pyx_v_self->hg, __pyx_v_self->edge->head_node_); 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_t_4 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_BaseTRule)); + __Pyx_INCREF(__pyx_t_4); + __pyx_t_5 = __Pyx_TypeCheck(__pyx_v_trule, __pyx_t_4); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __pyx_t_6 = (!__pyx_t_5); + if (__pyx_t_6) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":175 + * for trule in rules: + * if not isinstance(trule, BaseTRule): + * raise ValueError('the grammar should contain TRule objects') # <<<<<<<<<<<<<< + * _g.AddRule(( 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); + __Pyx_Raise(__pyx_t_4, 0, 0, 0); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + {__pyx_filename = __pyx_f[2]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + goto __pyx_L5; + } + __pyx_L5:; + + /* "/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]) # <<<<<<<<<<<<<< + */ + __pyx_v__g->AddRule((((struct __pyx_obj_5_cdec_TRule *)__pyx_v_trule)->__pyx_base.rule[0])); + } __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_r = __pyx_t_2; - __pyx_t_2 = 0; - goto __pyx_L0; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_AddTraceback("_cdec.HypergraphEdge.head_node.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_XDECREF(__pyx_t_4); + __Pyx_AddTraceback("_cdec.TextGrammar.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); + __Pyx_XDECREF(__pyx_v_trule); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_14HypergraphEdge_10tail_nodes_2generator8(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_10tail_nodes_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_10tail_nodes_1__get__(PyObject *__pyx_v_self) { - PyObject *__pyx_r = 0; +static void __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(PyObject *__pyx_v_self); /*proto*/ +static void __pyx_pw_5_cdec_10Hypergraph_1__dealloc__(PyObject *__pyx_v_self) { __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_10tail_nodes___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); + __pyx_pf_5_cdec_10Hypergraph___dealloc__(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); - return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":153 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":8 + * cdef MT19937* rng * - * property tail_nodes: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(self.edge.tail_nodes_.size()): + * def __dealloc__(self): # <<<<<<<<<<<<<< + * del self.hg + * if self.rng != NULL: */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_10tail_nodes___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *__pyx_cur_scope; - PyObject *__pyx_r = NULL; +static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { __Pyx_RefNannyDeclarations - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__get__", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)__pyx_ptype_5_cdec___pyx_scope_struct_12___get__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_12___get__, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_self = __pyx_v_self; - __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_14HypergraphEdge_10tail_nodes_2generator8, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_cur_scope); - __Pyx_RefNannyFinishContext(); - return (PyObject *) gen; - } - - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.HypergraphEdge.tail_nodes.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; - __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} + int __pyx_t_1; + __Pyx_RefNannySetupContext("__dealloc__", 0); -static PyObject *__pyx_gb_5_cdec_14HypergraphEdge_10tail_nodes_2generator8(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ -{ - struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)__pyx_generator->closure); - PyObject *__pyx_r = NULL; - unsigned int __pyx_t_1; - unsigned int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("None", 0); - switch (__pyx_generator->resume_label) { - case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L6_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 = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":9 + * + * def __dealloc__(self): + * del self.hg # <<<<<<<<<<<<<< + * if self.rng != NULL: + * del self.rng + */ + delete __pyx_v_self->hg; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":155 - * 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]) + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":10 + * def __dealloc__(self): + * del self.hg + * if self.rng != NULL: # <<<<<<<<<<<<<< + * del self.rng * */ - __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->edge->tail_nodes_.size(); - for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { - __pyx_cur_scope->__pyx_v_i = __pyx_t_2; + __pyx_t_1 = (__pyx_v_self->rng != NULL); + if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":156 - * cdef unsigned i - * for i in range(self.edge.tail_nodes_.size()): - * yield HypergraphNode().init(self.hg, self.edge.tail_nodes_[i]) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":11 + * del self.hg + * if self.rng != NULL: + * del self.rng # <<<<<<<<<<<<<< * - * property span: + * def viterbi(self): */ - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphNode)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = ((struct __pyx_vtabstruct_5_cdec_HypergraphNode *)((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_3)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_3), __pyx_cur_scope->__pyx_v_self->hg, (__pyx_cur_scope->__pyx_v_self->edge->tail_nodes_[__pyx_cur_scope->__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_r = __pyx_t_4; - __pyx_t_4 = 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_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 = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + delete __pyx_v_self->rng; + goto __pyx_L3; } - PyErr_SetNone(PyExc_StopIteration); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback("__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; + __pyx_L3:; + __Pyx_RefNannyFinishContext(); - return NULL; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_4span_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_4span_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_10Hypergraph_3viterbi(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_3viterbi(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_4span___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); + __Pyx_RefNannySetupContext("viterbi (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_2viterbi(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":159 - * - * property span: - * def __get__(self): # <<<<<<<<<<<<<< - * return (self.edge.i_, self.edge.j_) +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":13 + * del self.rng * + * def viterbi(self): # <<<<<<<<<<<<<< + * cdef vector[WordID] trans + * hypergraph.ViterbiESentence(self.hg[0], &trans) */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4span___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { + std::vector __pyx_v_trans; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__get__", 0); + __Pyx_RefNannySetupContext("viterbi", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":160 - * property span: - * def __get__(self): - * return (self.edge.i_, self.edge.j_) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":15 + * def viterbi(self): + * cdef vector[WordID] trans + * hypergraph.ViterbiESentence(self.hg[0], &trans) # <<<<<<<<<<<<<< + * return unicode(GetString(trans).c_str(), 'utf8') * - * property feature_values: + */ + ViterbiESentence((__pyx_v_self->hg[0]), (&__pyx_v_trans)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":16 + * cdef vector[WordID] trans + * hypergraph.ViterbiESentence(self.hg[0], &trans) + * return unicode(GetString(trans).c_str(), 'utf8') # <<<<<<<<<<<<<< + * + * def viterbi_trees(self): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyInt_FromLong(__pyx_v_self->edge->i_); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyInt_FromLong(__pyx_v_self->edge->j_); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyBytes_FromString(TD::GetString(__pyx_v_trans).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_2); + PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); + __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; + __pyx_r = __pyx_t_1; __pyx_t_1 = 0; - __pyx_t_2 = 0; - __pyx_r = ((PyObject *)__pyx_t_3); - __pyx_t_3 = 0; goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); @@ -7585,8 +7561,7 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4span___get__(struct __pyx_obj __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("_cdec.HypergraphEdge.span.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Hypergraph.viterbi", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); @@ -7595,431 +7570,288 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4span___get__(struct __pyx_obj } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_10Hypergraph_5viterbi_trees(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_5viterbi_trees(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_14feature_values___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); + __Pyx_RefNannySetupContext("viterbi_trees (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_4viterbi_trees(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":163 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":18 + * return unicode(GetString(trans).c_str(), 'utf8') * - * property feature_values: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef SparseVector vector = SparseVector() - * vector.vector = new FastSparseVector[double](self.edge.feature_values_) + * 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') */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_14feature_values___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { - struct __pyx_obj_5_cdec_SparseVector *__pyx_v_vector = 0; +static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { + PyObject *__pyx_v_f_tree = NULL; + PyObject *__pyx_v_e_tree = NULL; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__get__", 0); + __Pyx_RefNannySetupContext("viterbi_trees", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":164 - * property feature_values: - * def __get__(self): - * cdef SparseVector vector = SparseVector() # <<<<<<<<<<<<<< - * vector.vector = new FastSparseVector[double](self.edge.feature_values_) - * return vector + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":19 + * + * 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) */ - __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[2]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyBytes_FromString(ViterbiFTree((__pyx_v_self->hg[0])).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); + __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_v_vector = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); + __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; + __pyx_v_f_tree = ((PyObject*)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":165 - * def __get__(self): - * cdef SparseVector vector = SparseVector() - * vector.vector = new FastSparseVector[double](self.edge.feature_values_) # <<<<<<<<<<<<<< - * return vector + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":20 + * 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) * */ - __pyx_v_vector->vector = new FastSparseVector(__pyx_v_self->edge->feature_values_); + __pyx_t_1 = PyBytes_FromString(ViterbiETree((__pyx_v_self->hg[0])).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); + __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; + __pyx_v_e_tree = ((PyObject*)__pyx_t_1); + __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":166 - * cdef SparseVector vector = SparseVector() - * vector.vector = new FastSparseVector[double](self.edge.feature_values_) - * return vector # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":21 + * 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) # <<<<<<<<<<<<<< * - * property prob: + * def viterbi_features(self): */ __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_vector)); - __pyx_r = ((PyObject *)__pyx_v_vector); + __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_INCREF(((PyObject *)__pyx_v_f_tree)); + PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_f_tree)); + __Pyx_GIVEREF(((PyObject *)__pyx_v_f_tree)); + __Pyx_INCREF(((PyObject *)__pyx_v_e_tree)); + PyTuple_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_v_e_tree)); + __Pyx_GIVEREF(((PyObject *)__pyx_v_e_tree)); + __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("_cdec.HypergraphEdge.feature_values.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("_cdec.Hypergraph.viterbi_trees", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_vector); + __Pyx_XDECREF(__pyx_v_f_tree); + __Pyx_XDECREF(__pyx_v_e_tree); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_4prob_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_4prob_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_10Hypergraph_7viterbi_features(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_7viterbi_features(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_4prob___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); + __Pyx_RefNannySetupContext("viterbi_features (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_6viterbi_features(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":169 - * - * property prob: - * def __get__(self): # <<<<<<<<<<<<<< - * return self.edge.edge_prob_.as_float() +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":23 + * return (f_tree, e_tree) * + * def viterbi_features(self): # <<<<<<<<<<<<<< + * cdef SparseVector fmap = SparseVector() + * fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4prob___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap = 0; 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_RefNannySetupContext("viterbi_features", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":170 - * property prob: - * def __get__(self): - * return self.edge.edge_prob_.as_float() # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":24 * - * def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): + * def viterbi_features(self): + * cdef SparseVector fmap = SparseVector() # <<<<<<<<<<<<<< + * fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) + * return fmap */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->edge->edge_prob_.as_float()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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 = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; + __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() + * fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) # <<<<<<<<<<<<<< + * return fmap + * + */ + __pyx_v_fmap->vector = new FastSparseVector(ViterbiFeatures((__pyx_v_self->hg[0]))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":26 + * cdef SparseVector fmap = SparseVector() + * fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) + * return fmap # <<<<<<<<<<<<<< + * + * def viterbi_joshua(self): + */ + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_fmap)); + __pyx_r = ((PyObject *)__pyx_v_fmap); 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.HypergraphEdge.prob.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Hypergraph.viterbi_features", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; + __Pyx_XDECREF((PyObject *)__pyx_v_fmap); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_3__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_3__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op) { +static PyObject *__pyx_pw_5_cdec_10Hypergraph_9viterbi_joshua(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_9viterbi_joshua(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__richcmp__ (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_x), __pyx_ptype_5_cdec_HypergraphEdge, 1, "x", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_y), __pyx_ptype_5_cdec_HypergraphEdge, 1, "y", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_r = __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)); - goto __pyx_L0; - __pyx_L1_error:; - __pyx_r = NULL; - __pyx_L0:; + __Pyx_RefNannySetupContext("viterbi_joshua (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_8viterbi_joshua(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":172 - * return self.edge.edge_prob_.as_float() +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":28 + * return fmap + * + * def viterbi_joshua(self): # <<<<<<<<<<<<<< + * return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') * - * def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): # <<<<<<<<<<<<<< - * if op == 2: # == - * return x.edge == y.edge */ -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) { +static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_joshua(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - int __pyx_t_2; + PyObject *__pyx_t_2 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__richcmp__", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":175 - * if op == 2: # == - * return x.edge == y.edge - * elif op == 3: # != # <<<<<<<<<<<<<< - * return not (x == y) - * raise NotImplemented('comparison not implemented for HypergraphEdge') - */ - switch (__pyx_v_op) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":173 - * - * def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): - * if op == 2: # == # <<<<<<<<<<<<<< - * return x.edge == y.edge - * elif op == 3: # != - */ - case 2: - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":174 - * def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): - * if op == 2: # == - * return x.edge == y.edge # <<<<<<<<<<<<<< - * elif op == 3: # != - * return not (x == y) - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong((__pyx_v_x->edge == __pyx_v_y->edge)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 174; __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/hypergraph.pxi":175 - * if op == 2: # == - * return x.edge == y.edge - * elif op == 3: # != # <<<<<<<<<<<<<< - * return not (x == y) - * raise NotImplemented('comparison not implemented for HypergraphEdge') - */ - case 3: + __Pyx_RefNannySetupContext("viterbi_joshua", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":176 - * return x.edge == y.edge - * elif op == 3: # != - * return not (x == y) # <<<<<<<<<<<<<< - * raise NotImplemented('comparison not implemented for HypergraphEdge') + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":29 * - */ - __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[2]; __pyx_lineno = 176; __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[2]; __pyx_lineno = 176; __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[2]; __pyx_lineno = 176; __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/hypergraph.pxi":177 - * elif op == 3: # != - * return not (x == y) - * raise NotImplemented('comparison not implemented for HypergraphEdge') # <<<<<<<<<<<<<< + * def viterbi_joshua(self): + * return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') # <<<<<<<<<<<<<< * - * cdef class HypergraphNode: + * def kbest(self, size): */ - __pyx_t_1 = PyObject_Call(__pyx_builtin_NotImplemented, ((PyObject *)__pyx_k_tuple_14), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = PyBytes_FromString(JoshuaVisualizationString((__pyx_v_self->hg[0])).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); + __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 29; __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[2]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; + __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_1); - __Pyx_AddTraceback("_cdec.HypergraphEdge.__richcmp__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("_cdec.Hypergraph.viterbi_joshua", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } +static PyObject *__pyx_gb_5_cdec_10Hypergraph_12generator4(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(PyObject *__pyx_v_self) { - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_5trule___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":136 - * cdef hypergraph.Hypergraph* hg - * cdef hypergraph.HypergraphEdge* edge - * cdef public TRule trule # <<<<<<<<<<<<<< - * - * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): - */ - -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_5trule___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__", 0); - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_self->trule)); - __pyx_r = ((PyObject *)__pyx_v_self->trule); - goto __pyx_L0; - - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* Python wrapper */ -static int __pyx_pw_5_cdec_14HypergraphEdge_5trule_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/ -static int __pyx_pw_5_cdec_14HypergraphEdge_5trule_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) { - int __pyx_r; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_5trule_2__set__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self), ((PyObject *)__pyx_v_value)); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_2__set__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self, PyObject *__pyx_v_value) { - int __pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_lineno = 0; - 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_TRule))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 136; __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_TRule *)__pyx_v_value); - - __pyx_r = 0; - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.HypergraphEdge.trule.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* Python wrapper */ -static int __pyx_pw_5_cdec_14HypergraphEdge_5trule_5__del__(PyObject *__pyx_v_self); /*proto*/ -static int __pyx_pw_5_cdec_14HypergraphEdge_5trule_5__del__(PyObject *__pyx_v_self) { - int __pyx_r; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__del__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_5trule_4__del__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_4__del__(struct __pyx_obj_5_cdec_HypergraphEdge *__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->trule); - __Pyx_DECREF(((PyObject *)__pyx_v_self->trule)); - __pyx_v_self->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); - - __pyx_r = 0; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":183 - * cdef hypergraph.HypergraphNode* node - * - * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): # <<<<<<<<<<<<<< - * self.hg = hg - * self.node = &hg.nodes_[i] - */ - -static PyObject *__pyx_f_5_cdec_14HypergraphNode_init(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self, Hypergraph *__pyx_v_hg, unsigned int __pyx_v_i) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("init", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":184 - * - * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): - * self.hg = hg # <<<<<<<<<<<<<< - * self.node = &hg.nodes_[i] - * return self - */ - __pyx_v_self->hg = __pyx_v_hg; - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":185 - * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): - * self.hg = hg - * self.node = &hg.nodes_[i] # <<<<<<<<<<<<<< - * return self - * - */ - __pyx_v_self->node = (&(__pyx_v_hg->nodes_[__pyx_v_i])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":186 - * self.hg = hg - * self.node = &hg.nodes_[i] - * return self # <<<<<<<<<<<<<< - * - * property in_edges: - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_self)); - __pyx_r = ((PyObject *)__pyx_v_self); - goto __pyx_L0; - - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} -static PyObject *__pyx_gb_5_cdec_14HypergraphNode_8in_edges_2generator9(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ - -/* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphNode_8in_edges_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphNode_8in_edges_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_10Hypergraph_11kbest(PyObject *__pyx_v_self, PyObject *__pyx_v_size); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_11kbest(PyObject *__pyx_v_self, PyObject *__pyx_v_size) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_v_self)); + __Pyx_RefNannySetupContext("kbest (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_10kbest(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((PyObject *)__pyx_v_size)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":189 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":31 + * return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') * - * property in_edges: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(self.node.in_edges_.size()): + * 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 */ -static PyObject *__pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *__pyx_cur_scope; +static PyObject *__pyx_pf_5_cdec_10Hypergraph_10kbest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__get__", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)__pyx_ptype_5_cdec___pyx_scope_struct_13___get__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_13___get__, __pyx_empty_tuple, NULL); + __Pyx_RefNannySetupContext("kbest", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)__pyx_ptype_5_cdec___pyx_scope_struct_8_kbest->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_8_kbest, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_cur_scope)) { __Pyx_RefNannyFinishContext(); return NULL; @@ -8028,8 +7860,11 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(struct __pyx __pyx_cur_scope->__pyx_v_self = __pyx_v_self; __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); + __pyx_cur_scope->__pyx_v_size = __pyx_v_size; + __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_14HypergraphNode_8in_edges_2generator9, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_12generator4, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -8038,7 +7873,7 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(struct __pyx __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.HypergraphNode.in_edges.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Hypergraph.kbest", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); @@ -8047,105 +7882,193 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(struct __pyx return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_14HypergraphNode_8in_edges_2generator9(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_10Hypergraph_12generator4(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { - struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)__pyx_generator->closure); + struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)__pyx_generator->closure); PyObject *__pyx_r = NULL; - size_t __pyx_t_1; - unsigned int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; + unsigned int __pyx_t_1; + long __pyx_t_2; + int __pyx_t_3; PyObject *__pyx_t_4 = NULL; + PyObject *__pyx_t_5 = NULL; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L6_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 = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":191 - * 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]) + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":32 * + * 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 + * cdef unsigned k */ - __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->node->in_edges_.size(); - for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { - __pyx_cur_scope->__pyx_v_i = __pyx_t_2; + __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[3]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_cur_scope->__pyx_v_derivations = new KBest::KBestDerivations,ESentenceTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":192 - * 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: + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":35 + * 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) */ - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphEdge)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = ((struct __pyx_vtabstruct_5_cdec_HypergraphEdge *)((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3), __pyx_cur_scope->__pyx_v_self->hg, (__pyx_cur_scope->__pyx_v_self->node->in_edges_[__pyx_cur_scope->__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_r = __pyx_t_4; - __pyx_t_4 = 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_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 = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - PyErr_SetNone(PyExc_StopIteration); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback("__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; - __Pyx_RefNannyFinishContext(); - return NULL; -} -static PyObject *__pyx_gb_5_cdec_14HypergraphNode_9out_edges_2generator10(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ - -/* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphNode_9out_edges_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphNode_9out_edges_1__get__(PyObject *__pyx_v_self) { - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} + /*try:*/ { -/* "/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()): + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":36 + * 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[3]; __pyx_lineno = 36; __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; -static PyObject *__pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *__pyx_cur_scope; + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":37 + * try: + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<< + * if not derivation: break + * yield unicode(GetString(derivation._yield).c_str(), 'utf8') + */ + __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":38 + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + * if not derivation: break # <<<<<<<<<<<<<< + * yield unicode(GetString(derivation._yield).c_str(), 'utf8') + * finally: + */ + __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":39 + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + * if not derivation: break + * yield unicode(GetString(derivation._yield).c_str(), 'utf8') # <<<<<<<<<<<<<< + * finally: + * del derivations + */ + __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[3]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(((PyObject *)__pyx_t_4)); + __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_5); + PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_4)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_t_5, 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_5), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_4); + __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_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[3]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L5;} + } + __pyx_L8_break:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":41 + * yield unicode(GetString(derivation._yield).c_str(), 'utf8') + * finally: + * del derivations # <<<<<<<<<<<<<< + * + * def kbest_trees(self, size): + */ + /*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_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_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:; + __Pyx_XDECREF(__pyx_t_4); + __Pyx_XDECREF(__pyx_t_5); + __Pyx_AddTraceback("kbest", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_L0:; + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; + __Pyx_RefNannyFinishContext(); + return NULL; +} +static PyObject *__pyx_gb_5_cdec_10Hypergraph_15generator5(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_14kbest_trees(PyObject *__pyx_v_self, PyObject *__pyx_v_size); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_14kbest_trees(PyObject *__pyx_v_self, PyObject *__pyx_v_size) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("kbest_trees (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_13kbest_trees(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((PyObject *)__pyx_v_size)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/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 + */ + +static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__get__", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)__pyx_ptype_5_cdec___pyx_scope_struct_14___get__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_14___get__, __pyx_empty_tuple, NULL); + __Pyx_RefNannySetupContext("kbest_trees", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *)__pyx_ptype_5_cdec___pyx_scope_struct_9_kbest_trees->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_9_kbest_trees, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_cur_scope)) { __Pyx_RefNannyFinishContext(); return NULL; @@ -8154,8 +8077,11 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(struct __py __pyx_cur_scope->__pyx_v_self = __pyx_v_self; __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); + __pyx_cur_scope->__pyx_v_size = __pyx_v_size; + __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_14HypergraphNode_9out_edges_2generator10, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_15generator5, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -8164,7 +8090,7 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(struct __py __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.HypergraphNode.out_edges.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Hypergraph.kbest_trees", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); @@ -8173,1160 +8099,1306 @@ static PyObject *__pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(struct __py return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_14HypergraphNode_9out_edges_2generator10(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_10Hypergraph_15generator5(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { - struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)__pyx_generator->closure); + struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *)__pyx_generator->closure); PyObject *__pyx_r = NULL; - size_t __pyx_t_1; - unsigned int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; + unsigned int __pyx_t_1; + long __pyx_t_2; + int __pyx_t_3; + 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) { case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L6_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 = 195; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":197 - * 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]) + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 * + * 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) */ - __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->node->out_edges_.size(); - for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { - __pyx_cur_scope->__pyx_v_i = __pyx_t_2; + __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[3]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_cur_scope->__pyx_v_f_derivations = new KBest::KBestDerivations,FTreeTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":198 - * cdef unsigned i - * for i in range(self.node.out_edges_.size()): - * yield HypergraphEdge().init(self.hg, self.node.out_edges_[i]) # <<<<<<<<<<<<<< - * - * property span: + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":46 + * 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 */ - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphEdge)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = ((struct __pyx_vtabstruct_5_cdec_HypergraphEdge *)((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3), __pyx_cur_scope->__pyx_v_self->hg, (__pyx_cur_scope->__pyx_v_self->node->out_edges_[__pyx_cur_scope->__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_r = __pyx_t_4; - __pyx_t_4 = 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_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 = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - PyErr_SetNone(PyExc_StopIteration); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback("__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; - __Pyx_RefNannyFinishContext(); - return NULL; -} - -/* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphNode_4span_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphNode_4span_1__get__(PyObject *__pyx_v_self) { - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphNode_4span___get__(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} + __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[3]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_cur_scope->__pyx_v_e_derivations = new KBest::KBestDerivations,ETreeTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":201 - * - * property span: - * def __get__(self): # <<<<<<<<<<<<<< - * return next(self.in_edges).span - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":49 + * cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal].Derivation* e_derivation + * cdef unsigned k + * try: # <<<<<<<<<<<<<< + * for k in range(size): + * f_derivation = f_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) */ + /*try:*/ { -static PyObject *__pyx_pf_5_cdec_14HypergraphNode_4span___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__get__", 0); + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":50 + * cdef unsigned k + * try: + * for k in range(size): # <<<<<<<<<<<<<< + * f_derivation = f_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + * e_derivation = e_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[3]; __pyx_lineno = 50; __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":202 - * property span: - * def __get__(self): - * return next(self.in_edges).span # <<<<<<<<<<<<<< - * - * property cat: + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":51 + * try: + * for k in range(size): + * 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 */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_self), __pyx_n_s__in_edges); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyIter_Next(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 202; __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_GetAttr(__pyx_t_2, __pyx_n_s__span); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; + __pyx_cur_scope->__pyx_v_f_derivation = __pyx_cur_scope->__pyx_v_f_derivations->LazyKthBest((__pyx_cur_scope->__pyx_v_self->hg->nodes_.size() - 1), __pyx_cur_scope->__pyx_v_k); - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":52 + * for k in range(size): + * 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') + */ + __pyx_cur_scope->__pyx_v_e_derivation = __pyx_cur_scope->__pyx_v_e_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":53 + * 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') + */ + __pyx_t_3 = (!(__pyx_cur_scope->__pyx_v_f_derivation != 0)); + if (!__pyx_t_3) { + __pyx_t_4 = (!(__pyx_cur_scope->__pyx_v_e_derivation != 0)); + __pyx_t_5 = __pyx_t_4; + } else { + __pyx_t_5 = __pyx_t_3; + } + if (__pyx_t_5) { + goto __pyx_L8_break; + goto __pyx_L9; + } + __pyx_L9:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":54 + * 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) + */ + __pyx_t_6 = PyBytes_FromString(TD::GetString(__pyx_cur_scope->__pyx_v_f_derivation->yield).c_str()); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(((PyObject *)__pyx_t_6)); + __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_7); + PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)__pyx_t_6)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_6)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_t_7, 1, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); + __pyx_t_6 = 0; + __pyx_t_6 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0; + __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_tree)); + __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_tree)); + __Pyx_GIVEREF(__pyx_t_6); + __pyx_cur_scope->__pyx_v_f_tree = ((PyObject*)__pyx_t_6); + __pyx_t_6 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":55 + * 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: + */ + __pyx_t_6 = PyBytes_FromString(TD::GetString(__pyx_cur_scope->__pyx_v_e_derivation->yield).c_str()); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(((PyObject *)__pyx_t_6)); + __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_7); + PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)__pyx_t_6)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_6)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_t_7, 1, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); + __pyx_t_6 = 0; + __pyx_t_6 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0; + __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree)); + __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree)); + __Pyx_GIVEREF(__pyx_t_6); + __pyx_cur_scope->__pyx_v_e_tree = ((PyObject*)__pyx_t_6); + __pyx_t_6 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 + * 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 f_derivations + */ + __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_tree)); + PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_f_tree)); + __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_tree)); + __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree)); + PyTuple_SET_ITEM(__pyx_t_6, 1, ((PyObject *)__pyx_cur_scope->__pyx_v_e_tree)); + __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree)); + __pyx_r = ((PyObject *)__pyx_t_6); + __pyx_t_6 = 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[3]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L5;} + } + __pyx_L8_break:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":58 + * yield (f_tree, e_tree) + * finally: + * del f_derivations # <<<<<<<<<<<<<< + * del e_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_7); __pyx_t_7 = 0; + __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 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_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); + __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:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_AddTraceback("_cdec.HypergraphNode.span.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_XDECREF(__pyx_t_6); + __Pyx_XDECREF(__pyx_t_7); + __Pyx_AddTraceback("kbest_trees", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); - return __pyx_r; + return NULL; } +static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator6(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphNode_3cat_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphNode_3cat_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_10Hypergraph_17kbest_features(PyObject *__pyx_v_self, PyObject *__pyx_v_size); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_17kbest_features(PyObject *__pyx_v_self, PyObject *__pyx_v_size) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_14HypergraphNode_3cat___get__(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_v_self)); + __Pyx_RefNannySetupContext("kbest_features (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_16kbest_features(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((PyObject *)__pyx_v_size)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":205 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61 + * del e_derivations * - * property cat: - * def __get__(self): # <<<<<<<<<<<<<< - * if self.node.cat_: - * return TDConvert(-self.node.cat_) + * 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 */ -static PyObject *__pyx_pf_5_cdec_14HypergraphNode_3cat___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *__pyx_cur_scope; 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); - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":206 - * property cat: - * def __get__(self): - * if self.node.cat_: # <<<<<<<<<<<<<< - * return TDConvert(-self.node.cat_) - * - */ - if (__pyx_v_self->node->cat_) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":207 - * def __get__(self): - * if self.node.cat_: - * return TDConvert(-self.node.cat_) # <<<<<<<<<<<<<< - * - * def __richcmp__(HypergraphNode x, HypergraphNode y, int op): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(TD::Convert((-__pyx_v_self->node->cat_))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 207; __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; - goto __pyx_L3; + __Pyx_RefNannySetupContext("kbest_features", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *)__pyx_ptype_5_cdec___pyx_scope_struct_10_kbest_features->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_10_kbest_features, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_self = __pyx_v_self; + __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); + __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); + __pyx_cur_scope->__pyx_v_size = __pyx_v_size; + __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_18generator6, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; } - __pyx_L3:; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.HypergraphNode.cat.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Hypergraph.kbest_features", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_14HypergraphNode_1__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op); /*proto*/ -static PyObject *__pyx_pw_5_cdec_14HypergraphNode_1__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op) { - PyObject *__pyx_r = 0; +static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator6(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +{ + struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *)__pyx_generator->closure); + PyObject *__pyx_r = NULL; + unsigned int __pyx_t_1; + long __pyx_t_2; + int __pyx_t_3; + PyObject *__pyx_t_4 = NULL; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__richcmp__ (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_x), __pyx_ptype_5_cdec_HypergraphNode, 1, "x", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_y), __pyx_ptype_5_cdec_HypergraphNode, 1, "y", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_r = __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)); - goto __pyx_L0; - __pyx_L1_error:; - __pyx_r = NULL; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":209 - * return TDConvert(-self.node.cat_) - * - * def __richcmp__(HypergraphNode x, HypergraphNode y, int op): # <<<<<<<<<<<<<< - * if op == 2: # == - * return x.node == y.node + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + 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[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":62 + * + * 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 + * 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[3]; __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); -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) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_t_2; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__richcmp__", 0); + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":66 + * cdef SparseVector fmap + * cdef unsigned k + * try: # <<<<<<<<<<<<<< + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + */ + /*try:*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":212 - * if op == 2: # == - * return x.node == y.node - * elif op == 3: # != # <<<<<<<<<<<<<< - * return not (x == y) - * raise NotImplemented('comparison not implemented for HypergraphNode') + /* "/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 */ - switch (__pyx_v_op) { + __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[3]; __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":210 - * - * def __richcmp__(HypergraphNode x, HypergraphNode y, int op): - * if op == 2: # == # <<<<<<<<<<<<<< - * return x.node == y.node - * elif op == 3: # != + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":68 + * try: + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<< + * if not derivation: break + * fmap = SparseVector() */ - case 2: + __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":211 - * def __richcmp__(HypergraphNode x, HypergraphNode y, int op): - * if op == 2: # == - * return x.node == y.node # <<<<<<<<<<<<<< - * elif op == 3: # != - * return not (x == y) + /* "/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 # <<<<<<<<<<<<<< + * fmap = SparseVector() + * fmap.vector = new FastSparseVector[weight_t](derivation._yield) */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong((__pyx_v_x->node == __pyx_v_y->node)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 211; __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; + __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":212 - * if op == 2: # == - * return x.node == y.node - * elif op == 3: # != # <<<<<<<<<<<<<< - * return not (x == y) - * raise NotImplemented('comparison not implemented for HypergraphNode') + /* "/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 */ - case 3: + __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_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":213 - * return x.node == y.node - * elif op == 3: # != - * return not (x == y) # <<<<<<<<<<<<<< - * raise NotImplemented('comparison not implemented for HypergraphNode') + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":71 + * if not derivation: break + * fmap = SparseVector() + * fmap.vector = new FastSparseVector[weight_t](derivation._yield) # <<<<<<<<<<<<<< + * yield fmap + * finally: */ - __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[2]; __pyx_lineno = 213; __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[2]; __pyx_lineno = 213; __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[2]; __pyx_lineno = 213; __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; - } + __pyx_cur_scope->__pyx_v_fmap->vector = new FastSparseVector(__pyx_cur_scope->__pyx_v_derivation->yield); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":214 - * elif op == 3: # != - * return not (x == y) - * raise NotImplemented('comparison not implemented for HypergraphNode') # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":72 + * fmap = SparseVector() + * fmap.vector = new FastSparseVector[weight_t](derivation._yield) + * yield fmap # <<<<<<<<<<<<<< + * finally: + * del derivations */ - __pyx_t_1 = PyObject_Call(__pyx_builtin_NotImplemented, ((PyObject *)__pyx_k_tuple_16), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 214; __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[2]; __pyx_lineno = 214; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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; + __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[3]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L5;} + } + __pyx_L8_break:; + } - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":74 + * yield fmap + * finally: + * del derivations # <<<<<<<<<<<<<< + * + * def sample(self, unsigned n): + */ + /*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:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.HypergraphNode.__richcmp__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_XDECREF(__pyx_t_4); + __Pyx_AddTraceback("kbest_features", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); - return __pyx_r; + return NULL; } +static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator7(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static int __pyx_pw_5_cdec_7Lattice_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static int __pyx_pw_5_cdec_7Lattice_1__init__(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; +static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, PyObject *__pyx_arg_n); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, PyObject *__pyx_arg_n) { + unsigned int __pyx_v_n; + PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__init__ (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; - default: goto __pyx_L5_argtuple_error; - } - 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--; - else goto __pyx_L5_argtuple_error; - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 6; __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_inp = values[0]; + __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[3]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; - __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; - __Pyx_AddTraceback("_cdec.Lattice.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Hypergraph.sample", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); - return -1; + return NULL; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_7Lattice___init__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self), __pyx_v_inp); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_19sample(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((unsigned int)__pyx_v_n)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":6 - * cdef lattice.Lattice* lattice +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 + * del derivations * - * def __init__(self, inp): # <<<<<<<<<<<<<< - * if isinstance(inp, tuple): - * self.lattice = new lattice.Lattice(len(inp)) + * def sample(self, unsigned n): # <<<<<<<<<<<<<< + * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() + * if self.rng == NULL: */ -static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp) { - PyObject *__pyx_v_i = NULL; - PyObject *__pyx_v_arcs = NULL; - int __pyx_r; +static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *__pyx_cur_scope; + PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_t_2; - Py_ssize_t __pyx_t_3; - PyObject *__pyx_t_4 = NULL; - PyObject *(*__pyx_t_5)(PyObject *); - PyObject *__pyx_t_6 = NULL; - int __pyx_t_7; - char *__pyx_t_8; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__init__", 0); - __Pyx_INCREF(__pyx_v_inp); + __Pyx_RefNannySetupContext("sample", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)__pyx_ptype_5_cdec___pyx_scope_struct_11_sample->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_11_sample, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_self = __pyx_v_self; + __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); + __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_21generator7, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; + } - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":7 - * - * def __init__(self, inp): - * if isinstance(inp, tuple): # <<<<<<<<<<<<<< - * self.lattice = new lattice.Lattice(len(inp)) - * for i, arcs in enumerate(inp): - */ - __pyx_t_1 = ((PyObject *)((PyObject*)(&PyTuple_Type))); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_inp, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.Hypergraph.sample", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":8 - * def __init__(self, inp): - * if isinstance(inp, tuple): - * self.lattice = new lattice.Lattice(len(inp)) # <<<<<<<<<<<<<< - * for i, arcs in enumerate(inp): - * self[i] = arcs +static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator7(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +{ + 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; + PyObject *__pyx_t_5 = NULL; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + 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[3]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "/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: + * self.rng = new MT19937() */ - __pyx_t_3 = PyObject_Length(__pyx_v_inp); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_self->lattice = new Lattice(__pyx_t_3); + __pyx_cur_scope->__pyx_v_hypos = new std::vector(); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":9 - * if isinstance(inp, tuple): - * self.lattice = new lattice.Lattice(len(inp)) - * for i, arcs in enumerate(inp): # <<<<<<<<<<<<<< - * self[i] = arcs - * else: + /* "/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: # <<<<<<<<<<<<<< + * self.rng = new MT19937() + * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) */ - __Pyx_INCREF(__pyx_int_0); - __pyx_t_1 = __pyx_int_0; - if (PyList_CheckExact(__pyx_v_inp) || PyTuple_CheckExact(__pyx_v_inp)) { - __pyx_t_4 = __pyx_v_inp; __Pyx_INCREF(__pyx_t_4); __pyx_t_3 = 0; - __pyx_t_5 = NULL; - } else { - __pyx_t_3 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_inp); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = Py_TYPE(__pyx_t_4)->tp_iternext; - } - for (;;) { - if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_4)) { - if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_4)) break; - __pyx_t_6 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_3); __Pyx_INCREF(__pyx_t_6); __pyx_t_3++; - } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_4)) { - if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_4)) break; - __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_3); __Pyx_INCREF(__pyx_t_6); __pyx_t_3++; - } else { - __pyx_t_6 = __pyx_t_5(__pyx_t_4); - if (unlikely(!__pyx_t_6)) { - if (PyErr_Occurred()) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - break; - } - __Pyx_GOTREF(__pyx_t_6); - } - __Pyx_XDECREF(__pyx_v_arcs); - __pyx_v_arcs = __pyx_t_6; - __pyx_t_6 = 0; - __Pyx_INCREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_v_i); - __pyx_v_i = __pyx_t_1; - __pyx_t_6 = PyNumber_Add(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = __pyx_t_6; - __pyx_t_6 = 0; + __pyx_t_1 = (__pyx_cur_scope->__pyx_v_self->rng == NULL); + if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":10 - * self.lattice = new lattice.Lattice(len(inp)) - * for i, arcs in enumerate(inp): - * self[i] = arcs # <<<<<<<<<<<<<< - * else: - * if isinstance(inp, unicode): + /* "/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 unsigned k */ - if (PyObject_SetItem(((PyObject *)__pyx_v_self), __pyx_v_i, __pyx_v_arcs) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - goto __pyx_L3; + __pyx_cur_scope->__pyx_v_self->rng = new MT19937(); + goto __pyx_L4; } - /*else*/ { + __pyx_L4:; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":12 - * self[i] = arcs - * else: - * if isinstance(inp, unicode): # <<<<<<<<<<<<<< - * inp = inp.encode('utf8') - * if not isinstance(inp, str): + /* "/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 unsigned k + * try: */ - __pyx_t_1 = ((PyObject *)((PyObject*)(&PyUnicode_Type))); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_inp, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { + 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/lattice.pxi":13 - * else: - * if isinstance(inp, unicode): - * inp = inp.encode('utf8') # <<<<<<<<<<<<<< - * if not isinstance(inp, str): - * raise TypeError('Cannot create lattice from %s' % type(inp)) + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":82 + * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) + * cdef unsigned k + * try: # <<<<<<<<<<<<<< + * for k in range(hypos.size()): + * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_inp, __pyx_n_s__encode); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_17), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_v_inp); - __pyx_v_inp = __pyx_t_4; - __pyx_t_4 = 0; - goto __pyx_L6; - } - __pyx_L6:; + /*try:*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":14 - * 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() + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":83 + * cdef unsigned k + * try: + * for k in range(hypos.size()): # <<<<<<<<<<<<<< + * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') + * finally: */ - __pyx_t_4 = ((PyObject *)((PyObject*)(&PyString_Type))); - __Pyx_INCREF(__pyx_t_4); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_inp, __pyx_t_4); - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_7 = (!__pyx_t_2); - if (__pyx_t_7) { + __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/lattice.pxi":15 - * 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) + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":84 + * try: + * for k in range(hypos.size()): + * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') # <<<<<<<<<<<<<< + * finally: + * del hypos */ - __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_18), ((PyObject *)Py_TYPE(__pyx_v_inp))); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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[3]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} __Pyx_GOTREF(((PyObject *)__pyx_t_4)); - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_4)); + __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} + __Pyx_GOTREF(__pyx_t_5); + PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_4)); __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_t_5, 1, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __pyx_t_4 = 0; - __pyx_t_4 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - __Pyx_Raise(__pyx_t_4, 0, 0, 0); - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - {__pyx_filename = __pyx_f[3]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - goto __pyx_L7; + __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); + __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[3]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} } - __pyx_L7:; + } - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":16 - * 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) + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":86 + * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') + * finally: + * del hypos # <<<<<<<<<<<<<< * + * def intersect(self, Lattice lat): */ - __pyx_v_self->lattice = new Lattice(); - - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":17 - * raise TypeError('Cannot create lattice from %s' % type(inp)) - * self.lattice = new lattice.Lattice() - * lattice.ConvertTextToLattice(string(inp), self.lattice) # <<<<<<<<<<<<<< + /*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_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; + } + __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:; + __Pyx_XDECREF(__pyx_t_4); + __Pyx_XDECREF(__pyx_t_5); + __Pyx_AddTraceback("sample", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_L0:; + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; + __Pyx_RefNannyFinishContext(); + return NULL; +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self, PyObject *__pyx_v_lat); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self, PyObject *__pyx_v_lat) { + 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[3]; __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:; + __pyx_r = NULL; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":88 + * del hypos + * + * def intersect(self, Lattice lat): # <<<<<<<<<<<<<< + * return hypergraph.Intersect(lat.lattice[0], self.hg) * - * def __getitem__(self, int index): */ - __pyx_t_8 = PyBytes_AsString(__pyx_v_inp); if (unlikely((!__pyx_t_8) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - LatticeTools::ConvertTextToLattice(std::string(((char *)__pyx_t_8)), __pyx_v_self->lattice); - } - __pyx_L3:; - __pyx_r = 0; +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) { + 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("intersect", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":89 + * + * def intersect(self, Lattice lat): + * return hypergraph.Intersect(lat.lattice[0], self.hg) # <<<<<<<<<<<<<< + * + * 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)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 89; __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_1); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_AddTraceback("_cdec.Lattice.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; + __Pyx_AddTraceback("_cdec.Hypergraph.intersect", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF(__pyx_v_i); - __Pyx_XDECREF(__pyx_v_arcs); - __Pyx_XDECREF(__pyx_v_inp); + __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* 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) { - int __pyx_v_index; +static PyObject *__pyx_pw_5_cdec_10Hypergraph_25prune(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_25prune(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { + 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("__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[3]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RefNannySetupContext("prune (wrapper)", 0); + __pyx_v_kwargs = PyDict_New(); if (unlikely(!__pyx_v_kwargs)) return NULL; + __Pyx_GOTREF(__pyx_v_kwargs); + { + PyObject* values[2] = {0,0}; + values[0] = ((PyObject *)__pyx_int_0); + values[1] = ((PyObject *)__pyx_int_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 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (pos_args) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__beam_alpha); + if (value) { values[0] = value; kw_args--; } + } + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__density); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, __pyx_v_kwargs, values, pos_args, "prune") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + } + __pyx_v_beam_alpha = values[0]; + __pyx_v_density = values[1]; } goto __pyx_L4_argument_unpacking_done; + __pyx_L5_argtuple_error:; + __Pyx_RaiseArgtupleInvalid("prune", 0, 0, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; - __Pyx_AddTraceback("_cdec.Lattice.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_DECREF(__pyx_v_kwargs); __pyx_v_kwargs = 0; + __Pyx_AddTraceback("_cdec.Hypergraph.prune", __pyx_clineno, __pyx_lineno, __pyx_filename); __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_10Hypergraph_24prune(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), __pyx_v_beam_alpha, __pyx_v_density, __pyx_v_kwargs); + __Pyx_XDECREF(__pyx_v_kwargs); __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/hypergraph.pxi":91 + * return hypergraph.Intersect(lat.lattice[0], self.hg) * - * def __getitem__(self, int index): # <<<<<<<<<<<<<< - * if not 0 <= index < len(self): - * raise IndexError('lattice index out of range') + * def prune(self, beam_alpha=0, density=0, **kwargs): # <<<<<<<<<<<<<< + * cdef hypergraph.EdgeMask* preserve_mask = NULL + * if 'csplit_preserve_full_word' in kwargs: */ -static PyObject *__pyx_pf_5_cdec_7Lattice_2__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; - unsigned int __pyx_v_i; - PyObject *__pyx_v_label = NULL; +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) { + std::vector *__pyx_v_preserve_mask; 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; - size_t __pyx_t_5; - unsigned int __pyx_t_6; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - int __pyx_t_9; + double __pyx_t_2; + double __pyx_t_3; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__getitem__", 0); + __Pyx_RefNannySetupContext("prune", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":20 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":92 * - * def __getitem__(self, int index): - * if not 0 <= index < len(self): # <<<<<<<<<<<<<< - * raise IndexError('lattice index out of range') - * arcs = [] + * 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()) */ - __pyx_t_1 = (0 <= __pyx_v_index); + __pyx_v_preserve_mask = NULL; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":93 + * 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 + */ + __pyx_t_1 = ((PyDict_Contains(((PyObject *)__pyx_v_kwargs), ((PyObject *)__pyx_n_s_15)))); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_1) { - __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_self)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 20; __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 - * 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] + /* "/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()) # <<<<<<<<<<<<<< + * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True + * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) */ - __pyx_t_4 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_20), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 21; __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[3]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_preserve_mask = new std::vector(__pyx_v_self->hg->edges_.size()); + + /* "/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()) + * 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/lattice.pxi":22 - * 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 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":96 + * 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_4 = PyList_New(0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __pyx_v_arcs = __pyx_t_4; - __pyx_t_4 = 0; + __pyx_t_2 = __pyx_PyFloat_AsDouble(__pyx_v_beam_alpha); if (unlikely((__pyx_t_2 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __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[3]; __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/lattice.pxi":23 - * raise IndexError('lattice index out of range') - * arcs = [] - * cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] # <<<<<<<<<<<<<< - * cdef lattice.LatticeArc* arc - * cdef unsigned i + /* "/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: # <<<<<<<<<<<<<< + * del preserve_mask + * */ - __pyx_v_arc_vector = ((__pyx_v_self->lattice[0])[__pyx_v_index]); + __pyx_t_1 = (__pyx_v_preserve_mask != 0); + if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":26 - * cdef lattice.LatticeArc* arc - * cdef unsigned i - * for i in range(arc_vector.size()): # <<<<<<<<<<<<<< - * arc = &arc_vector[i] - * label = unicode(TDConvert(arc.label), 'utf8') + /* "/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 # <<<<<<<<<<<<<< + * + * def lattice(self): # TODO direct hg -> lattice conversion in cdec */ - __pyx_t_5 = __pyx_v_arc_vector.size(); - for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { - __pyx_v_i = __pyx_t_6; + delete __pyx_v_preserve_mask; + goto __pyx_L4; + } + __pyx_L4:; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":27 - * cdef unsigned i - * for i in range(arc_vector.size()): - * arc = &arc_vector[i] # <<<<<<<<<<<<<< - * label = unicode(TDConvert(arc.label), 'utf8') - * arcs.append((label, arc.cost, arc.dist2next)) - */ - __pyx_v_arc = (&(__pyx_v_arc_vector[__pyx_v_i])); + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.Hypergraph.prune", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":28 - * 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) +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_27lattice(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_27lattice(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("lattice (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_26lattice(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":100 + * del preserve_mask + * + * 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_4 = PyBytes_FromString(TD::Convert(__pyx_v_arc->label)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 28; __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[3]; __pyx_lineno = 28; __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)); - __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - 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[3]; __pyx_lineno = 28; __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 - * arc = &arc_vector[i] - * label = unicode(TDConvert(arc.label), 'utf8') - * arcs.append((label, arc.cost, arc.dist2next)) # <<<<<<<<<<<<<< - * return tuple(arcs) +static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { + PyObject *__pyx_v_plf = 0; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + PyObject *__pyx_t_3 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("lattice", 0); + + /* "/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_4 = PyFloat_FromDouble(__pyx_v_arc->cost); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 29; __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[3]; __pyx_lineno = 29; __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[3]; __pyx_lineno = 29; __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)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_label)); - PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_4); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_7); - __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[3]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0; - } + __pyx_t_1 = PyBytes_FromString(HypergraphIO::AsPLF((__pyx_v_self->hg[0]), 1).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __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[3]; __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/lattice.pxi":30 - * label = unicode(TDConvert(arc.label), 'utf8') - * arcs.append((label, arc.cost, arc.dist2next)) - * return tuple(arcs) # <<<<<<<<<<<<<< + /* "/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)) # <<<<<<<<<<<<<< * - * def __setitem__(self, int index, tuple arcs): + * def reweight(self, weights): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_8 = ((PyObject *)PyList_AsTuple(__pyx_v_arcs)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_8)); - __pyx_r = ((PyObject *)__pyx_t_8); - __pyx_t_8 = 0; + __pyx_t_1 = __Pyx_Globals(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __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[3]; __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[3]; __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[3]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_INCREF(((PyObject *)__pyx_v_plf)); + PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_plf)); + __Pyx_GIVEREF(((PyObject *)__pyx_v_plf)); + PyTuple_SET_ITEM(__pyx_t_3, 1, ((PyObject *)__pyx_t_1)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); + PyTuple_SET_ITEM(__pyx_t_3, 2, ((PyObject *)__pyx_t_2)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_2)); + __pyx_t_1 = 0; + __pyx_t_2 = 0; + __pyx_t_2 = PyObject_Call(__pyx_builtin_eval, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 102; __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(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Lattice)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; + __pyx_r = __pyx_t_2; + __pyx_t_2 = 0; goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback("_cdec.Lattice.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("_cdec.Hypergraph.lattice", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF(__pyx_v_arcs); - __Pyx_XDECREF(__pyx_v_label); + __Pyx_XDECREF(__pyx_v_plf); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static int __pyx_pw_5_cdec_7Lattice_5__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_index, PyObject *__pyx_v_arcs); /*proto*/ -static int __pyx_pw_5_cdec_7Lattice_5__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_index, PyObject *__pyx_v_arcs) { - int __pyx_v_index; - int __pyx_r; +static PyObject *__pyx_pw_5_cdec_10Hypergraph_29reweight(PyObject *__pyx_v_self, PyObject *__pyx_v_weights); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_29reweight(PyObject *__pyx_v_self, PyObject *__pyx_v_weights) { + PyObject *__pyx_r = 0; __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[3]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - goto __pyx_L4_argument_unpacking_done; - __pyx_L3_error:; - __Pyx_AddTraceback("_cdec.Lattice.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __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[3]; __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)); - goto __pyx_L0; - __pyx_L1_error:; - __pyx_r = -1; - __pyx_L0:; + __Pyx_RefNannySetupContext("reweight (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_28reweight(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((PyObject *)__pyx_v_weights)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":32 - * return tuple(arcs) +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":104 + * return Lattice(eval(plf)) * - * def __setitem__(self, int index, tuple arcs): # <<<<<<<<<<<<<< - * if not 0 <= index < len(self): - * raise IndexError('lattice index out of range') + * def reweight(self, weights): # <<<<<<<<<<<<<< + * if isinstance(weights, SparseVector): + * self.hg.Reweight(( weights).vector[0]) */ -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) { - LatticeArc *__pyx_v_arc; - PyObject *__pyx_v_label = NULL; - PyObject *__pyx_v_cost = NULL; - PyObject *__pyx_v_dist2next = NULL; - int __pyx_r; +static PyObject *__pyx_pf_5_cdec_10Hypergraph_28reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights) { + 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; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - PyObject *__pyx_t_9 = NULL; - PyObject *(*__pyx_t_10)(PyObject *); - char *__pyx_t_11; - double __pyx_t_12; - int __pyx_t_13; + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__setitem__", 0); + __Pyx_RefNannySetupContext("reweight", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":33 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":105 * - * def __setitem__(self, int index, tuple arcs): - * if not 0 <= index < len(self): # <<<<<<<<<<<<<< - * raise IndexError('lattice index out of range') - * cdef lattice.LatticeArc* arc + * def reweight(self, weights): + * if isinstance(weights, SparseVector): # <<<<<<<<<<<<<< + * self.hg.Reweight(( weights).vector[0]) + * elif isinstance(weights, DenseVector): */ - __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[3]; __pyx_lineno = 33; __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) { + __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_weights, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (__pyx_t_2) { - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":34 - * 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: + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":106 + * def reweight(self, weights): + * if isinstance(weights, SparseVector): + * self.hg.Reweight(( weights).vector[0]) # <<<<<<<<<<<<<< + * elif isinstance(weights, DenseVector): + * self.hg.Reweight(( weights).vector[0]) */ - __pyx_t_4 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_21), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 34; __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[3]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->hg->Reweight((((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_weights)->vector[0])); goto __pyx_L3; } - __pyx_L3:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":36 - * 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') - */ - if (unlikely(((PyObject *)__pyx_v_arcs) == Py_None)) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 36; __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; - __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; - if ((likely(PyTuple_CheckExact(__pyx_t_5))) || (PyList_CheckExact(__pyx_t_5))) { - PyObject* sequence = __pyx_t_5; - 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[3]; __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[3]; __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); - } - __Pyx_INCREF(__pyx_t_6); - __Pyx_INCREF(__pyx_t_7); - __Pyx_INCREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - } else { - Py_ssize_t index = -1; - __pyx_t_9 = PyObject_GetIter(__pyx_t_5); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 36; __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; - index = 0; __pyx_t_6 = __pyx_t_10(__pyx_t_9); if (unlikely(!__pyx_t_6)) goto __pyx_L6_unpacking_failed; - __Pyx_GOTREF(__pyx_t_6); - index = 1; __pyx_t_7 = __pyx_t_10(__pyx_t_9); if (unlikely(!__pyx_t_7)) goto __pyx_L6_unpacking_failed; - __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[3]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __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[3]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_L7_unpacking_done:; - } - __Pyx_XDECREF(__pyx_v_label); - __pyx_v_label = __pyx_t_6; - __pyx_t_6 = 0; - __Pyx_XDECREF(__pyx_v_cost); - __pyx_v_cost = __pyx_t_7; - __pyx_t_7 = 0; - __Pyx_XDECREF(__pyx_v_dist2next); - __pyx_v_dist2next = __pyx_t_8; - __pyx_t_8 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":37 - * 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) - */ - __pyx_t_5 = ((PyObject *)((PyObject*)(&PyUnicode_Type))); - __Pyx_INCREF(__pyx_t_5); - __pyx_t_3 = __Pyx_TypeCheck(__pyx_v_label, __pyx_t_5); - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":38 - * 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[3]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_8 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_k_tuple_22), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 38; __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); - __pyx_v_label = __pyx_t_8; - __pyx_t_8 = 0; - goto __pyx_L8; - } - __pyx_L8:; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":39 - * 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 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":107 + * if isinstance(weights, SparseVector): + * self.hg.Reweight(( weights).vector[0]) + * elif isinstance(weights, DenseVector): # <<<<<<<<<<<<<< + * self.hg.Reweight(( weights).vector[0]) + * else: */ - __pyx_t_11 = PyBytes_AsString(__pyx_v_label); if (unlikely((!__pyx_t_11) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __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[3]; __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[3]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_arc = new LatticeArc(TD::Convert(((char *)__pyx_t_11)), __pyx_t_12, __pyx_t_13); + __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_DenseVector)); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_weights, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (__pyx_t_2) { - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":40 - * label = label.encode('utf8') - * arc = new lattice.LatticeArc(TDConvert(label), cost, dist2next) - * self.lattice[0][index].push_back(arc[0]) # <<<<<<<<<<<<<< - * del arc - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":108 + * self.hg.Reweight(( weights).vector[0]) + * elif isinstance(weights, DenseVector): + * self.hg.Reweight(( weights).vector[0]) # <<<<<<<<<<<<<< + * else: + * raise TypeError('cannot reweight hypergraph with %s' % type(weights)) */ - ((__pyx_v_self->lattice[0])[__pyx_v_index]).push_back((__pyx_v_arc[0])); + __pyx_v_self->hg->Reweight((((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_weights)->vector[0])); + goto __pyx_L3; + } + /*else*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":41 - * arc = new lattice.LatticeArc(TDConvert(label), cost, dist2next) - * self.lattice[0][index].push_back(arc[0]) - * del arc # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":110 + * self.hg.Reweight(( weights).vector[0]) + * else: + * raise TypeError('cannot reweight hypergraph with %s' % type(weights)) # <<<<<<<<<<<<<< * - * def __len__(self): + * property edges: */ - delete __pyx_v_arc; + __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_16), ((PyObject *)Py_TYPE(__pyx_v_weights))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 110; __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[3]; __pyx_lineno = 110; __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[3]; __pyx_lineno = 110; __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[3]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __pyx_L3:; - __pyx_r = 0; + __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_XDECREF(__pyx_t_9); - __Pyx_AddTraceback("_cdec.Lattice.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("_cdec.Hypergraph.reweight", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF(__pyx_v_label); - __Pyx_XDECREF(__pyx_v_cost); - __Pyx_XDECREF(__pyx_v_dist2next); + __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } +static PyObject *__pyx_gb_5_cdec_10Hypergraph_5edges_2generator8(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* 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) { - Py_ssize_t __pyx_r; +static PyObject *__pyx_pw_5_cdec_10Hypergraph_5edges_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_5edges_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; __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_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_5edges___get__(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":43 - * del arc - * - * def __len__(self): # <<<<<<<<<<<<<< - * return self.lattice.size() +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":113 * + * property edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.hg.edges_.size()): */ -static Py_ssize_t __pyx_pf_5_cdec_7Lattice_6__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { - Py_ssize_t __pyx_r; +static PyObject *__pyx_pf_5_cdec_10Hypergraph_5edges___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *__pyx_cur_scope; + PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__len__", 0); + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__get__", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)__pyx_ptype_5_cdec___pyx_scope_struct_12___get__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_12___get__, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_self = __pyx_v_self; + __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_10Hypergraph_5edges_2generator8, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; + } - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":44 - * - * def __len__(self): - * return self.lattice.size() # <<<<<<<<<<<<<< - * - * def __str__(self): - */ - __pyx_r = __pyx_v_self->lattice->size(); + __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; - - __pyx_r = 0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.Hypergraph.edges.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); + __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_7Lattice_9__str__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_7Lattice_9__str__(PyObject *__pyx_v_self) { - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__str__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_7Lattice_8__str__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":46 - * return self.lattice.size() - * - * def __str__(self): # <<<<<<<<<<<<<< - * return hypergraph.AsPLF(self.lattice[0], True).c_str() - * - */ - -static PyObject *__pyx_pf_5_cdec_7Lattice_8__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { +static PyObject *__pyx_gb_5_cdec_10Hypergraph_5edges_2generator8(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +{ + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; + size_t __pyx_t_1; + unsigned int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + PyObject *__pyx_t_4 = NULL; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__str__", 0); + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + case 1: goto __pyx_L6_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[3]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":47 - * - * def __str__(self): - * return hypergraph.AsPLF(self.lattice[0], True).c_str() # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":115 + * def __get__(self): + * cdef unsigned i + * for i in range(self.hg.edges_.size()): # <<<<<<<<<<<<<< + * yield HypergraphEdge().init(self.hg, i) * - * def __iter__(self): */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(HypergraphIO::AsPLF((__pyx_v_self->lattice[0]), 1).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 47; __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_t_1 = __pyx_cur_scope->__pyx_v_self->hg->edges_.size(); + for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { + __pyx_cur_scope->__pyx_v_i = __pyx_t_2; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":116 + * cdef unsigned i + * for i in range(self.hg.edges_.size()): + * yield HypergraphEdge().init(self.hg, i) # <<<<<<<<<<<<<< + * + * property nodes: + */ + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphEdge)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_4 = ((struct __pyx_vtabstruct_5_cdec_HypergraphEdge *)((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3), __pyx_cur_scope->__pyx_v_self->hg, __pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_r = __pyx_t_4; + __pyx_t_4 = 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_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[3]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.Lattice.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_XDECREF(__pyx_t_3); + __Pyx_XDECREF(__pyx_t_4); + __Pyx_AddTraceback("__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); - return __pyx_r; + return NULL; } -static PyObject *__pyx_gb_5_cdec_7Lattice_12generator11(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ +static PyObject *__pyx_gb_5_cdec_10Hypergraph_5nodes_2generator9(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_7Lattice_11__iter__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_7Lattice_11__iter__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_10Hypergraph_5nodes_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_5nodes_1__get__(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_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_5nodes___get__(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":49 - * return hypergraph.AsPLF(self.lattice[0], True).c_str() +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":119 * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(len(self)): + * property nodes: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.hg.nodes_.size()): */ -static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *__pyx_cur_scope; +static PyObject *__pyx_pf_5_cdec_10Hypergraph_5nodes___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__iter__", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)__pyx_ptype_5_cdec___pyx_scope_struct_15___iter__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_15___iter__, __pyx_empty_tuple, NULL); + __Pyx_RefNannySetupContext("__get__", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)__pyx_ptype_5_cdec___pyx_scope_struct_13___get__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_13___get__, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_cur_scope)) { __Pyx_RefNannyFinishContext(); return NULL; @@ -9336,7 +9408,7 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lat __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_7Lattice_12generator11, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_5nodes_2generator9, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -9345,7 +9417,7 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lat __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.Lattice.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Hypergraph.nodes.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); @@ -9354,13 +9426,14 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lat return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_7Lattice_12generator11(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_10Hypergraph_5nodes_2generator9(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { - struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)__pyx_generator->closure); + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; - Py_ssize_t __pyx_t_1; + size_t __pyx_t_1; unsigned int __pyx_t_2; PyObject *__pyx_t_3 = NULL; + PyObject *__pyx_t_4 = NULL; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { @@ -9371,30 +9444,33 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_12generator11(__pyx_GeneratorObject *_ return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":51 - * def __iter__(self): - * cdef unsigned i - * for i in range(len(self)): # <<<<<<<<<<<<<< - * yield self[i] + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":121 + * def __get__(self): + * cdef unsigned i + * for i in range(self.hg.nodes_.size()): # <<<<<<<<<<<<<< + * yield HypergraphNode().init(self.hg, i) * */ - __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->hg->nodes_.size(); 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 - * cdef unsigned i - * for i in range(len(self)): - * yield self[i] # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":122 + * cdef unsigned i + * for i in range(self.hg.nodes_.size()): + * yield HypergraphNode().init(self.hg, i) # <<<<<<<<<<<<<< * - * def __dealloc__(self): + * property goal: */ - __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[3]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphNode)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_r = __pyx_t_3; - __pyx_t_3 = 0; + __pyx_t_4 = ((struct __pyx_vtabstruct_5_cdec_HypergraphNode *)((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_3)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_3), __pyx_cur_scope->__pyx_v_self->hg, __pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_r = __pyx_t_4; + __pyx_t_4 = 0; __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; __Pyx_XGIVEREF(__pyx_r); @@ -9405,13 +9481,14 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_12generator11(__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[3]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_4); + __Pyx_AddTraceback("__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; @@ -9420,531 +9497,448 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_12generator11(__pyx_GeneratorObject *_ } /* 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) { +static PyObject *__pyx_pw_5_cdec_10Hypergraph_4goal_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_4goal_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); - __pyx_pf_5_cdec_7Lattice_13__dealloc__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_4goal___get__(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); + return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":54 - * yield self[i] +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":125 * - * def __dealloc__(self): # <<<<<<<<<<<<<< - * del self.lattice + * property goal: + * def __get__(self): # <<<<<<<<<<<<<< + * return HypergraphNode().init(self.hg, self.hg.GoalNode()) * */ -static void __pyx_pf_5_cdec_7Lattice_13__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_10Hypergraph_4goal___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self) { + PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__dealloc__", 0); + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":55 - * - * def __dealloc__(self): - * del self.lattice # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":126 + * property goal: + * def __get__(self): + * return HypergraphNode().init(self.hg, self.hg.GoalNode()) # <<<<<<<<<<<<<< * - * def todot(self): + * property npaths: */ - delete __pyx_v_self->lattice; - - __Pyx_RefNannyFinishContext(); -} + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphNode)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_2 = ((struct __pyx_vtabstruct_5_cdec_HypergraphNode *)((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_1)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_1), __pyx_v_self->hg, __pyx_v_self->hg->GoalNode()); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_r = __pyx_t_2; + __pyx_t_2 = 0; + goto __pyx_L0; -/* 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) { - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("todot (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_7Lattice_15todot(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("_cdec.Hypergraph.goal.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator17(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_7Lattice_5todot_1lines(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/ -static PyMethodDef __pyx_mdef_5_cdec_7Lattice_5todot_1lines = {__Pyx_NAMESTR("lines"), (PyCFunction)__pyx_pw_5_cdec_7Lattice_5todot_1lines, METH_NOARGS, __Pyx_DOCSTR(0)}; -static PyObject *__pyx_pw_5_cdec_7Lattice_5todot_1lines(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) { +static PyObject *__pyx_pw_5_cdec_10Hypergraph_6npaths_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_6npaths_1__get__(PyObject *__pyx_v_self) { 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_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_6npaths___get__(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":129 + * + * property npaths: + * def __get__(self): # <<<<<<<<<<<<<< + * return self.hg.NumberOfPaths() * - * def todot(self): - * def lines(): # <<<<<<<<<<<<<< - * yield 'digraph lattice {' - * yield 'rankdir = LR;' */ -static PyObject *__pyx_pf_5_cdec_7Lattice_5todot_lines(PyObject *__pyx_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *__pyx_cur_scope; +static PyObject *__pyx_pf_5_cdec_10Hypergraph_6npaths___get__(struct __pyx_obj_5_cdec_Hypergraph *__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("lines", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)__pyx_ptype_5_cdec___pyx_scope_struct_17_lines->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_17_lines, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *) __Pyx_CyFunction_GetClosure(__pyx_self); - __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_7Lattice_5todot_2generator17, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_cur_scope); - __Pyx_RefNannyFinishContext(); - return (PyObject *) gen; - } + __Pyx_RefNannySetupContext("__get__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":130 + * property npaths: + * def __get__(self): + * return self.hg.NumberOfPaths() # <<<<<<<<<<<<<< + * + * def inside_outside(self): + */ + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->hg->NumberOfPaths()); 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); + __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_AddTraceback("_cdec.Lattice.todot.lines", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_1); + __Pyx_AddTraceback("_cdec.Hypergraph.npaths.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator17(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ -{ - struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)__pyx_generator->closure); +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_31inside_outside(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_31inside_outside(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("inside_outside (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_30inside_outside(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":132 + * 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) + */ + +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; + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_vector = 0; + FastSparseVector >::const_iterator *__pyx_v_it; + CYTHON_UNUSED unsigned int __pyx_v_i; PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - Py_ssize_t __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - PyObject *(*__pyx_t_4)(PyObject *); - PyObject *__pyx_t_5 = NULL; - Py_ssize_t __pyx_t_6; - PyObject *(*__pyx_t_7)(PyObject *); - PyObject *__pyx_t_8 = NULL; - PyObject *__pyx_t_9 = NULL; - PyObject *__pyx_t_10 = NULL; - PyObject *__pyx_t_11 = NULL; - PyObject *(*__pyx_t_12)(PyObject *); - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("None", 0); - switch (__pyx_generator->resume_label) { - case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L4_resume_from_yield; - case 2: goto __pyx_L5_resume_from_yield; - case 3: goto __pyx_L6_resume_from_yield; - case 4: goto __pyx_L13_resume_from_yield; - case 5: goto __pyx_L14_resume_from_yield; - case 6: goto __pyx_L15_resume_from_yield; - default: /* CPython raises the right error here */ - __Pyx_RefNannyFinishContext(); - return NULL; + size_t __pyx_t_2; + unsigned int __pyx_t_3; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("inside_outside", 0); + + /* "/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) + * result[0] /= z + */ + __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) # <<<<<<<<<<<<<< + * result[0] /= z + * cdef SparseVector vector = 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) + * result[0] /= z # <<<<<<<<<<<<<< + * cdef SparseVector vector = 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) + * 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) + */ + __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_GOTREF(__pyx_t_1); + __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() + * vector.vector = new FastSparseVector[double]() # <<<<<<<<<<<<<< + * cdef FastSparseVector[LogVal[double]].const_iterator* it = new FastSparseVector[LogVal[double]].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() + * 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()): + */ + __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 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 + */ + __pyx_t_2 = __pyx_v_result->size(); + 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/hypergraph.pxi":141 + * 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 + */ + __pyx_v_vector->vector->set_value((__pyx_v_it[0]).operator->()->first, log((__pyx_v_it[0]).operator->()->second)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":142 + * 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 + */ + (++(__pyx_v_it[0])); } - __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":59 - * def todot(self): - * def lines(): - * yield 'digraph lattice {' # <<<<<<<<<<<<<< - * yield 'rankdir = LR;' - * yield 'node [shape=circle];' + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":143 + * vector.vector.set_value(it[0].ptr().first, log(it[0].ptr().second)) + * pinc(it[0]) # ++it + * del it # <<<<<<<<<<<<<< + * del result + * return vector */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_23)); - __pyx_r = ((PyObject *)__pyx_kp_s_23); + delete __pyx_v_it; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":144 + * pinc(it[0]) # ++it + * del it + * del result # <<<<<<<<<<<<<< + * return vector + * + */ + delete __pyx_v_result; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":145 + * del it + * del result + * return vector # <<<<<<<<<<<<<< + * + * cdef class HypergraphEdge: + */ + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_vector)); + __pyx_r = ((PyObject *)__pyx_v_vector); + 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.Hypergraph.inside_outside", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XDECREF((PyObject *)__pyx_v_vector); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 1; return __pyx_r; - __pyx_L4_resume_from_yield:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} +} - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":60 - * def lines(): - * yield 'digraph lattice {' - * yield 'rankdir = LR;' # <<<<<<<<<<<<<< - * yield 'node [shape=circle];' - * for i in range(len(self)): +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":152 + * cdef public BaseTRule trule + * + * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): # <<<<<<<<<<<<<< + * self.hg = hg + * self.edge = &hg.edges_[i] + */ + +static PyObject *__pyx_f_5_cdec_14HypergraphEdge_init(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self, Hypergraph *__pyx_v_hg, unsigned int __pyx_v_i) { + 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("init", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":153 + * + * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): + * self.hg = hg # <<<<<<<<<<<<<< + * self.edge = &hg.edges_[i] + * self.trule = BaseTRule() + */ + __pyx_v_self->hg = __pyx_v_hg; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":154 + * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): + * self.hg = hg + * self.edge = &hg.edges_[i] # <<<<<<<<<<<<<< + * self.trule = BaseTRule() + * self.trule.rule = new shared_ptr[grammar.TRule](self.edge.rule_) + */ + __pyx_v_self->edge = (&(__pyx_v_hg->edges_[__pyx_v_i])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":155 + * self.hg = hg + * self.edge = &hg.edges_[i] + * self.trule = BaseTRule() # <<<<<<<<<<<<<< + * 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_GOTREF(__pyx_t_1); + __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_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":156 + * self.edge = &hg.edges_[i] + * self.trule = BaseTRule() + * self.trule.rule = new shared_ptr[grammar.TRule](self.edge.rule_) # <<<<<<<<<<<<<< + * return self + * + */ + __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.rule = new shared_ptr[grammar.TRule](self.edge.rule_) + * return self # <<<<<<<<<<<<<< + * + * def __len__(self): */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_24)); - __pyx_r = ((PyObject *)__pyx_kp_s_24); + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_self)); + __pyx_r = ((PyObject *)__pyx_v_self); + 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.HypergraphEdge.init", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 2; return __pyx_r; - __pyx_L5_resume_from_yield:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} +} - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":61 - * yield 'digraph lattice {' - * yield 'rankdir = LR;' - * yield 'node [shape=circle];' # <<<<<<<<<<<<<< - * for i in range(len(self)): - * for label, weight, delta in self[i]: - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_25)); - __pyx_r = ((PyObject *)__pyx_kp_s_25); - __Pyx_XGIVEREF(__pyx_r); +/* Python wrapper */ +static Py_ssize_t __pyx_pw_5_cdec_14HypergraphEdge_1__len__(PyObject *__pyx_v_self); /*proto*/ +static Py_ssize_t __pyx_pw_5_cdec_14HypergraphEdge_1__len__(PyObject *__pyx_v_self) { + Py_ssize_t __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__len__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge___len__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 3; return __pyx_r; - __pyx_L6_resume_from_yield:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} +} - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":62 - * 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('"', '\\"')) +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":159 + * return self + * + * def __len__(self): # <<<<<<<<<<<<<< + * return self.edge.tail_nodes_.size() + * */ - if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __pyx_t_1 = ((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; - 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 = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext; - } - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - for (;;) { - if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_3)) { - if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_3)) break; - __pyx_t_1 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; - } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_3)) { - if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_3)) break; - __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; - } 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 = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - break; - } - __Pyx_GOTREF(__pyx_t_1); - } - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_i); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_i); - __Pyx_GIVEREF(__pyx_t_1); - __pyx_cur_scope->__pyx_v_i = __pyx_t_1; - __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":63 - * 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) +static Py_ssize_t __pyx_pf_5_cdec_14HypergraphEdge___len__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { + Py_ssize_t __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__len__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":160 + * + * def __len__(self): + * return self.edge.tail_nodes_.size() # <<<<<<<<<<<<<< + * + * property head_node: */ - __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i); if (!__pyx_t_1) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __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_5 = __pyx_t_1; __Pyx_INCREF(__pyx_t_5); __pyx_t_6 = 0; - __pyx_t_7 = NULL; - } else { - __pyx_t_6 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_7 = Py_TYPE(__pyx_t_5)->tp_iternext; - } - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - for (;;) { - if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_5)) { - if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_5)) break; - __pyx_t_1 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; - } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_5)) { - if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_5)) break; - __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; - } else { - __pyx_t_1 = __pyx_t_7(__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 = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - break; - } - __Pyx_GOTREF(__pyx_t_1); - } - if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) { - PyObject* sequence = __pyx_t_1; - 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[3]; __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[3]; __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); - } - __Pyx_INCREF(__pyx_t_8); - __Pyx_INCREF(__pyx_t_9); - __Pyx_INCREF(__pyx_t_10); - __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[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_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; - index = 0; __pyx_t_8 = __pyx_t_12(__pyx_t_11); if (unlikely(!__pyx_t_8)) goto __pyx_L11_unpacking_failed; - __Pyx_GOTREF(__pyx_t_8); - index = 1; __pyx_t_9 = __pyx_t_12(__pyx_t_11); if (unlikely(!__pyx_t_9)) goto __pyx_L11_unpacking_failed; - __Pyx_GOTREF(__pyx_t_9); - 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[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __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_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_L12_unpacking_done:; - } - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_label); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_label); - __Pyx_GIVEREF(__pyx_t_8); - __pyx_cur_scope->__pyx_v_label = __pyx_t_8; - __pyx_t_8 = 0; - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_weight); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_weight); - __Pyx_GIVEREF(__pyx_t_9); - __pyx_cur_scope->__pyx_v_weight = __pyx_t_9; - __pyx_t_9 = 0; - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_delta); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_delta); - __Pyx_GIVEREF(__pyx_t_10); - __pyx_cur_scope->__pyx_v_delta = __pyx_t_10; - __pyx_t_10 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":64 - * 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 '}' - */ - __pyx_t_1 = PyNumber_Add(__pyx_cur_scope->__pyx_v_i, __pyx_cur_scope->__pyx_v_delta); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_10 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_label, __pyx_n_s__replace); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_9 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_k_tuple_29), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_9); - __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - __Pyx_INCREF(__pyx_cur_scope->__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_cur_scope->__pyx_v_i); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_10, 2, __pyx_t_9); - __Pyx_GIVEREF(__pyx_t_9); - __pyx_t_1 = 0; - __pyx_t_9 = 0; - __pyx_t_9 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_26), ((PyObject *)__pyx_t_10)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_9)); - __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0; - __pyx_r = ((PyObject *)__pyx_t_9); - __pyx_t_9 = 0; - __pyx_cur_scope->__pyx_t_0 = __pyx_t_2; - __Pyx_XGIVEREF(__pyx_t_3); - __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; - __pyx_cur_scope->__pyx_t_2 = __pyx_t_4; - __Pyx_XGIVEREF(__pyx_t_5); - __pyx_cur_scope->__pyx_t_3 = __pyx_t_5; - __pyx_cur_scope->__pyx_t_4 = __pyx_t_6; - __pyx_cur_scope->__pyx_t_5 = __pyx_t_7; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 4; - return __pyx_r; - __pyx_L13_resume_from_yield:; - __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; - __pyx_t_3 = __pyx_cur_scope->__pyx_t_1; - __pyx_cur_scope->__pyx_t_1 = 0; - __Pyx_XGOTREF(__pyx_t_3); - __pyx_t_4 = __pyx_cur_scope->__pyx_t_2; - __pyx_t_5 = __pyx_cur_scope->__pyx_t_3; - __pyx_cur_scope->__pyx_t_3 = 0; - __Pyx_XGOTREF(__pyx_t_5); - __pyx_t_6 = __pyx_cur_scope->__pyx_t_4; - __pyx_t_7 = __pyx_cur_scope->__pyx_t_5; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - } - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_r = __pyx_v_self->edge->tail_nodes_.size(); + goto __pyx_L0; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":65 - * 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') - */ - __pyx_t_3 = ((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self); - __Pyx_INCREF(__pyx_t_3); - __pyx_t_2 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_30), __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_5)); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_r = ((PyObject *)__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_XGIVEREF(__pyx_r); + __pyx_r = 0; + __pyx_L0:; __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 5; return __pyx_r; - __pyx_L14_resume_from_yield:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} +} - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":66 - * yield '%d -> %d [label="%s"];' % (i, i+delta, label.replace('"', '\\"')) - * yield '%d [shape=doublecircle]' % len(self) - * yield '}' # <<<<<<<<<<<<<< - * return '\n'.join(lines()).encode('utf8') - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_31)); - __pyx_r = ((PyObject *)__pyx_kp_s_31); - __Pyx_XGIVEREF(__pyx_r); +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_9head_node_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_9head_node_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_9head_node___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 6; return __pyx_r; - __pyx_L15_resume_from_yield:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - PyErr_SetNone(PyExc_StopIteration); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_XDECREF(__pyx_t_9); - __Pyx_XDECREF(__pyx_t_10); - __Pyx_XDECREF(__pyx_t_11); - __Pyx_AddTraceback("lines", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; - __Pyx_RefNannyFinishContext(); - return NULL; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":57 - * del self.lattice +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":163 + * + * property head_node: + * def __get__(self): # <<<<<<<<<<<<<< + * return HypergraphNode().init(self.hg, self.edge.head_node_) * - * def todot(self): # <<<<<<<<<<<<<< - * def lines(): - * yield 'digraph lattice {' */ -static PyObject *__pyx_pf_5_cdec_7Lattice_15todot(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *__pyx_cur_scope; - PyObject *__pyx_v_lines = 0; +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_9head_node___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("todot", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)__pyx_ptype_5_cdec___pyx_scope_struct_16_todot->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_16_todot, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_self = __pyx_v_self; - __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); - __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); + __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":164 + * property head_node: + * def __get__(self): + * return HypergraphNode().init(self.hg, self.edge.head_node_) # <<<<<<<<<<<<<< * - * def todot(self): - * def lines(): # <<<<<<<<<<<<<< - * yield 'digraph lattice {' - * yield 'rankdir = LR;' - */ - __pyx_t_1 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5_cdec_7Lattice_5todot_1lines, 0, ((PyObject*)__pyx_cur_scope), __pyx_n_s___cdec, ((PyObject *)__pyx_k_codeobj_33)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_lines = __pyx_t_1; - __pyx_t_1 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":67 - * yield '%d [shape=doublecircle]' % len(self) - * yield '}' - * return '\n'.join(lines()).encode('utf8') # <<<<<<<<<<<<<< + * property tail_nodes: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_kp_s_35), __pyx_n_s__join); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphNode)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyObject_Call(__pyx_v_lines, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 67; __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[3]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = ((struct __pyx_vtabstruct_5_cdec_HypergraphNode *)((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_1)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_1), __pyx_v_self->hg, __pyx_v_self->edge->head_node_); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 164; __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; - __pyx_t_3 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s__encode); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_k_tuple_36), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_r = __pyx_t_2; __pyx_t_2 = 0; goto __pyx_L0; @@ -9954,166 +9948,160 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_15todot(struct __pyx_obj_5_cdec_Lattic __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("_cdec.Lattice.todot", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.HypergraphEdge.head_node.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF(__pyx_v_lines); - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } +static PyObject *__pyx_gb_5_cdec_14HypergraphEdge_10tail_nodes_2generator10(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":3 - * cimport mteval - * - * cdef SufficientStats as_stats(x, y): # <<<<<<<<<<<<<< - * if isinstance(x, SufficientStats): - * return x - */ - -static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject *__pyx_v_x, PyObject *__pyx_v_y) { - struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_stats = NULL; - struct __pyx_obj_5_cdec_SufficientStats *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_t_2; - int __pyx_t_3; - int __pyx_t_4; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("as_stats", 0); +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_10tail_nodes_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_10tail_nodes_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_10tail_nodes___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":4 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":167 * - * cdef SufficientStats as_stats(x, y): - * if isinstance(x, SufficientStats): # <<<<<<<<<<<<<< - * return x - * elif x == 0 and isinstance(y, SufficientStats): + * property tail_nodes: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.edge.tail_nodes_.size()): */ - __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_x, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":5 - * cdef SufficientStats as_stats(x, y): - * if isinstance(x, SufficientStats): - * return x # <<<<<<<<<<<<<< - * elif x == 0 and isinstance(y, SufficientStats): - * stats = SufficientStats() - */ - __Pyx_XDECREF(((PyObject *)__pyx_r)); - if (!(likely(((__pyx_v_x) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_x, __pyx_ptype_5_cdec_SufficientStats))))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_INCREF(__pyx_v_x); - __pyx_r = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_x); - goto __pyx_L0; - goto __pyx_L3; +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_10tail_nodes___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *__pyx_cur_scope; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__get__", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)__pyx_ptype_5_cdec___pyx_scope_struct_14___get__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_14___get__, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; } - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":6 - * if isinstance(x, SufficientStats): - * return x - * elif x == 0 and isinstance(y, SufficientStats): # <<<<<<<<<<<<<< - * stats = SufficientStats() - * stats.stats = new mteval.SufficientStats() - */ - __pyx_t_1 = PyObject_RichCompare(__pyx_v_x, __pyx_int_0, Py_EQ); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 6; __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[5]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { - __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_3 = __Pyx_TypeCheck(__pyx_v_y, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_4 = __pyx_t_3; - } else { - __pyx_t_4 = __pyx_t_2; + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_self = __pyx_v_self; + __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_14HypergraphEdge_10tail_nodes_2generator10, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; } - if (__pyx_t_4) { - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":7 - * return x - * elif x == 0 and isinstance(y, SufficientStats): - * stats = SufficientStats() # <<<<<<<<<<<<<< - * stats.stats = new mteval.SufficientStats() - * stats.metric = ( y).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 = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_stats = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); - __pyx_t_1 = 0; + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.HypergraphEdge.tail_nodes.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":8 - * elif x == 0 and isinstance(y, SufficientStats): - * stats = SufficientStats() - * stats.stats = new mteval.SufficientStats() # <<<<<<<<<<<<<< - * stats.metric = ( y).metric - * return stats - */ - __pyx_v_stats->stats = new SufficientStats(); +static PyObject *__pyx_gb_5_cdec_14HypergraphEdge_10tail_nodes_2generator10(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +{ + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)__pyx_generator->closure); + PyObject *__pyx_r = NULL; + unsigned int __pyx_t_1; + unsigned int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + PyObject *__pyx_t_4 = NULL; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + case 1: goto __pyx_L6_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[3]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":9 - * stats = SufficientStats() - * stats.stats = new mteval.SufficientStats() - * stats.metric = ( y).metric # <<<<<<<<<<<<<< - * return stats + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":169 + * 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]) * */ - __pyx_v_stats->metric = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_y)->metric; + __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->edge->tail_nodes_.size(); + 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":10 - * stats.stats = new mteval.SufficientStats() - * stats.metric = ( y).metric - * return stats # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":170 + * cdef unsigned i + * for i in range(self.edge.tail_nodes_.size()): + * yield HypergraphNode().init(self.hg, self.edge.tail_nodes_[i]) # <<<<<<<<<<<<<< * - * cdef class Candidate: + * property span: */ - __Pyx_XDECREF(((PyObject *)__pyx_r)); - __Pyx_INCREF(((PyObject *)__pyx_v_stats)); - __pyx_r = __pyx_v_stats; - goto __pyx_L0; - goto __pyx_L3; + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphNode)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_4 = ((struct __pyx_vtabstruct_5_cdec_HypergraphNode *)((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_3)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_t_3), __pyx_cur_scope->__pyx_v_self->hg, (__pyx_cur_scope->__pyx_v_self->edge->tail_nodes_[__pyx_cur_scope->__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_r = __pyx_t_4; + __pyx_t_4 = 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_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[3]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __pyx_L3:; - - __pyx_r = ((struct __pyx_obj_5_cdec_SufficientStats *)Py_None); __Pyx_INCREF(Py_None); + PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.as_stats", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; + __Pyx_XDECREF(__pyx_t_3); + __Pyx_XDECREF(__pyx_t_4); + __Pyx_AddTraceback("__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_stats); - __Pyx_XGIVEREF((PyObject *)__pyx_r); + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); - return __pyx_r; + return NULL; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_9Candidate_5words_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_9Candidate_5words_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_4span_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_4span_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_9Candidate_5words___get__(((struct __pyx_obj_5_cdec_Candidate *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_4span___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":17 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":173 * - * property words: + * property span: * def __get__(self): # <<<<<<<<<<<<<< - * return unicode(GetString(self.candidate.ewords).c_str(), encoding='utf8') + * return (self.edge.i_, self.edge.j_) * */ -static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4span___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; @@ -10124,29 +10112,27 @@ static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cd int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":18 - * property words: + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":174 + * property span: * def __get__(self): - * return unicode(GetString(self.candidate.ewords).c_str(), encoding='utf8') # <<<<<<<<<<<<<< + * return (self.edge.i_, self.edge.j_) # <<<<<<<<<<<<<< * - * property fmap: + * property feature_values: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(TD::GetString(__pyx_v_self->candidate->ewords).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 18; __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[5]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyInt_FromLong(__pyx_v_self->edge->i_); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_2 = PyInt_FromLong(__pyx_v_self->edge->j_); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); - __pyx_t_1 = 0; - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__encoding), ((PyObject *)__pyx_n_s__utf8)) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - __pyx_r = __pyx_t_3; + PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2); + __Pyx_GIVEREF(__pyx_t_2); + __pyx_t_1 = 0; + __pyx_t_2 = 0; + __pyx_r = ((PyObject *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; @@ -10156,7 +10142,7 @@ static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cd __Pyx_XDECREF(__pyx_t_1); __Pyx_XDECREF(__pyx_t_2); __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("_cdec.Candidate.words.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.HypergraphEdge.span.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); @@ -10165,26 +10151,26 @@ static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cd } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_9Candidate_4fmap_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_9Candidate_4fmap_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_9Candidate_4fmap___get__(((struct __pyx_obj_5_cdec_Candidate *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_14feature_values___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":21 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":177 * - * property fmap: + * property feature_values: * def __get__(self): # <<<<<<<<<<<<<< - * cdef SparseVector fmap = SparseVector() - * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) + * cdef SparseVector vector = SparseVector() + * vector.vector = new FastSparseVector[double](self.edge.feature_values_) */ -static PyObject *__pyx_pf_5_cdec_9Candidate_4fmap___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self) { - struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap = 0; +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_14feature_values___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_vector = 0; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; @@ -10193,72 +10179,72 @@ static PyObject *__pyx_pf_5_cdec_9Candidate_4fmap___get__(struct __pyx_obj_5_cde int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":22 - * property fmap: + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":178 + * property feature_values: * def __get__(self): - * cdef SparseVector fmap = SparseVector() # <<<<<<<<<<<<<< - * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) - * return fmap + * cdef SparseVector vector = 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[5]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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_GOTREF(__pyx_t_1); - __pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); + __pyx_v_vector = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":23 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":179 * def __get__(self): - * cdef SparseVector fmap = SparseVector() - * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) # <<<<<<<<<<<<<< - * return fmap + * cdef SparseVector vector = SparseVector() + * vector.vector = new FastSparseVector[double](self.edge.feature_values_) # <<<<<<<<<<<<<< + * return vector * */ - __pyx_v_fmap->vector = new FastSparseVector(__pyx_v_self->candidate->fmap); + __pyx_v_vector->vector = new FastSparseVector(__pyx_v_self->edge->feature_values_); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":24 - * cdef SparseVector fmap = SparseVector() - * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) - * return fmap # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":180 + * cdef SparseVector vector = SparseVector() + * vector.vector = new FastSparseVector[double](self.edge.feature_values_) + * return vector # <<<<<<<<<<<<<< * - * cdef class SufficientStats: + * property prob: */ __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_fmap)); - __pyx_r = ((PyObject *)__pyx_v_fmap); + __Pyx_INCREF(((PyObject *)__pyx_v_vector)); + __pyx_r = ((PyObject *)__pyx_v_vector); 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.Candidate.fmap.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.HypergraphEdge.feature_values.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_fmap); + __Pyx_XDECREF((PyObject *)__pyx_v_vector); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_9Candidate_5score_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_9Candidate_5score_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_4prob_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_4prob_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_9Candidate_5score___get__(((struct __pyx_obj_5_cdec_Candidate *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_4prob___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":14 - * cdef class Candidate: - * cdef mteval.Candidate* candidate - * cdef public float score # <<<<<<<<<<<<<< +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":183 + * + * property prob: + * def __get__(self): # <<<<<<<<<<<<<< + * return self.edge.edge_prob_.as_float() * - * property words: */ -static PyObject *__pyx_pf_5_cdec_9Candidate_5score___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4prob___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; @@ -10266,8 +10252,16 @@ static PyObject *__pyx_pf_5_cdec_9Candidate_5score___get__(struct __pyx_obj_5_cd const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":184 + * property prob: + * def __get__(self): + * return self.edge.edge_prob_.as_float() # <<<<<<<<<<<<<< + * + * def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): + */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->score); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->edge->edge_prob_.as_float()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -10277,7 +10271,7 @@ static PyObject *__pyx_pf_5_cdec_9Candidate_5score___get__(struct __pyx_obj_5_cd goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.Candidate.score.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.HypergraphEdge.prob.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); @@ -10286,117 +10280,120 @@ static PyObject *__pyx_pf_5_cdec_9Candidate_5score___get__(struct __pyx_obj_5_cd } /* Python wrapper */ -static int __pyx_pw_5_cdec_9Candidate_5score_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/ -static int __pyx_pw_5_cdec_9Candidate_5score_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) { - int __pyx_r; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_9Candidate_5score_2__set__(((struct __pyx_obj_5_cdec_Candidate *)__pyx_v_self), ((PyObject *)__pyx_v_value)); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static int __pyx_pf_5_cdec_9Candidate_5score_2__set__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self, PyObject *__pyx_v_value) { - int __pyx_r; +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_3__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_3__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op) { + PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - float __pyx_t_1; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__set__", 0); - __pyx_t_1 = __pyx_PyFloat_AsFloat(__pyx_v_value); if (unlikely((__pyx_t_1 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_self->score = __pyx_t_1; - - __pyx_r = 0; + __Pyx_RefNannySetupContext("__richcmp__ (wrapper)", 0); + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_x), __pyx_ptype_5_cdec_HypergraphEdge, 1, "x", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_y), __pyx_ptype_5_cdec_HypergraphEdge, 1, "y", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = __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)); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.Candidate.score.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; + __pyx_r = NULL; __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* Python wrapper */ -static void __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(PyObject *__pyx_v_self); /*proto*/ -static void __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(PyObject *__pyx_v_self) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); - __pyx_pf_5_cdec_15SufficientStats___dealloc__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":30 - * cdef mteval.EvaluationMetric* metric - * - * def __dealloc__(self): # <<<<<<<<<<<<<< - * del self.stats +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":186 + * return self.edge.edge_prob_.as_float() * + * def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): # <<<<<<<<<<<<<< + * if op == 2: # == + * return x.edge == y.edge */ -static void __pyx_pf_5_cdec_15SufficientStats___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self) { +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) { + PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__dealloc__", 0); + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__richcmp__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":31 - * - * def __dealloc__(self): - * del self.stats # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":189 + * if op == 2: # == + * return x.edge == y.edge + * elif op == 3: # != # <<<<<<<<<<<<<< + * return not (x == y) + * raise NotImplemented('comparison not implemented for HypergraphEdge') + */ + switch (__pyx_v_op) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":187 * - * property score: + * def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): + * if op == 2: # == # <<<<<<<<<<<<<< + * return x.edge == y.edge + * elif op == 3: # != */ - delete __pyx_v_self->stats; + case 2: - __Pyx_RefNannyFinishContext(); -} + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":188 + * def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): + * if op == 2: # == + * return x.edge == y.edge # <<<<<<<<<<<<<< + * elif op == 3: # != + * return not (x == y) + */ + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = __Pyx_PyBool_FromLong((__pyx_v_x->edge == __pyx_v_y->edge)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 188; __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; -/* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_15SufficientStats_5score_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_15SufficientStats_5score_1__get__(PyObject *__pyx_v_self) { - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_15SufficientStats_5score___get__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":189 + * if op == 2: # == + * return x.edge == y.edge + * elif op == 3: # != # <<<<<<<<<<<<<< + * return not (x == y) + * raise NotImplemented('comparison not implemented for HypergraphEdge') + */ + case 3: -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":34 - * - * property score: - * def __get__(self): # <<<<<<<<<<<<<< - * return self.metric.ComputeScore(self.stats[0]) + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":190 + * return x.edge == y.edge + * elif op == 3: # != + * return not (x == y) # <<<<<<<<<<<<<< + * raise NotImplemented('comparison not implemented for HypergraphEdge') * */ + __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[3]; __pyx_lineno = 190; __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[3]; __pyx_lineno = 190; __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[3]; __pyx_lineno = 190; __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; + } -static PyObject *__pyx_pf_5_cdec_15SufficientStats_5score___get__(struct __pyx_obj_5_cdec_SufficientStats *__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); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":35 - * property score: - * def __get__(self): - * return self.metric.ComputeScore(self.stats[0]) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":191 + * elif op == 3: # != + * return not (x == y) + * raise NotImplemented('comparison not implemented for HypergraphEdge') # <<<<<<<<<<<<<< * - * property detail: + * cdef class HypergraphNode: */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->metric->ComputeScore((__pyx_v_self->stats[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_builtin_NotImplemented, ((PyObject *)__pyx_k_tuple_18), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 191; __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_Raise(__pyx_t_1, 0, 0, 0); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + {__pyx_filename = __pyx_f[3]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.SufficientStats.score.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.HypergraphEdge.__richcmp__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); @@ -10405,53 +10402,34 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_5score___get__(struct __pyx_o } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_15SufficientStats_6detail___get__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_5trule___get__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":38 - * - * property detail: - * def __get__(self): # <<<<<<<<<<<<<< - * return self.metric.DetailedScore(self.stats[0]).c_str() +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":150 + * cdef hypergraph.Hypergraph* hg + * cdef hypergraph.HypergraphEdge* edge + * cdef public BaseTRule trule # <<<<<<<<<<<<<< * + * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): */ -static PyObject *__pyx_pf_5_cdec_15SufficientStats_6detail___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_5trule___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__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); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":39 - * property detail: - * def __get__(self): - * return self.metric.DetailedScore(self.stats[0]).c_str() # <<<<<<<<<<<<<< - * - * def __len__(self): - */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(__pyx_v_self->metric->DetailedScore((__pyx_v_self->stats[0])).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 39; __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->trule)); + __pyx_r = ((PyObject *)__pyx_v_self->trule); 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.SufficientStats.detail.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); @@ -10459,74 +10437,145 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_6detail___get__(struct __pyx_ } /* Python wrapper */ -static Py_ssize_t __pyx_pw_5_cdec_15SufficientStats_3__len__(PyObject *__pyx_v_self); /*proto*/ -static Py_ssize_t __pyx_pw_5_cdec_15SufficientStats_3__len__(PyObject *__pyx_v_self) { - Py_ssize_t __pyx_r; +static int __pyx_pw_5_cdec_14HypergraphEdge_5trule_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/ +static int __pyx_pw_5_cdec_14HypergraphEdge_5trule_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) { + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__len__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_15SufficientStats_2__len__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_5trule_2__set__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self), ((PyObject *)__pyx_v_value)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":41 - * return self.metric.DetailedScore(self.stats[0]).c_str() - * - * def __len__(self): # <<<<<<<<<<<<<< - * return self.stats.size() +static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_2__set__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self, PyObject *__pyx_v_value) { + int __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_lineno = 0; + 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;} + __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_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.HypergraphEdge.trule.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +static int __pyx_pw_5_cdec_14HypergraphEdge_5trule_5__del__(PyObject *__pyx_v_self); /*proto*/ +static int __pyx_pw_5_cdec_14HypergraphEdge_5trule_5__del__(PyObject *__pyx_v_self) { + int __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__del__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_14HypergraphEdge_5trule_4__del__(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_4__del__(struct __pyx_obj_5_cdec_HypergraphEdge *__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->trule); + __Pyx_DECREF(((PyObject *)__pyx_v_self->trule)); + __pyx_v_self->trule = ((struct __pyx_obj_5_cdec_BaseTRule *)Py_None); + + __pyx_r = 0; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":197 + * cdef hypergraph.HypergraphNode* node * + * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): # <<<<<<<<<<<<<< + * self.hg = hg + * self.node = &hg.nodes_[i] */ -static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self) { - Py_ssize_t __pyx_r; +static PyObject *__pyx_f_5_cdec_14HypergraphNode_init(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self, Hypergraph *__pyx_v_hg, unsigned int __pyx_v_i) { + PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__len__", 0); + __Pyx_RefNannySetupContext("init", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":42 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":198 * - * def __len__(self): - * return self.stats.size() # <<<<<<<<<<<<<< + * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): + * self.hg = hg # <<<<<<<<<<<<<< + * self.node = &hg.nodes_[i] + * return self + */ + __pyx_v_self->hg = __pyx_v_hg; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":199 + * cdef init(self, hypergraph.Hypergraph* hg, unsigned i): + * self.hg = hg + * self.node = &hg.nodes_[i] # <<<<<<<<<<<<<< + * return self * - * def __iter__(self): */ - __pyx_r = __pyx_v_self->stats->size(); + __pyx_v_self->node = (&(__pyx_v_hg->nodes_[__pyx_v_i])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":200 + * self.hg = hg + * self.node = &hg.nodes_[i] + * return self # <<<<<<<<<<<<<< + * + * property in_edges: + */ + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_self)); + __pyx_r = ((PyObject *)__pyx_v_self); goto __pyx_L0; - __pyx_r = 0; + __pyx_r = Py_None; __Pyx_INCREF(Py_None); __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator12(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ +static PyObject *__pyx_gb_5_cdec_14HypergraphNode_8in_edges_2generator11(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_15SufficientStats_5__iter__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_15SufficientStats_5__iter__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_14HypergraphNode_8in_edges_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphNode_8in_edges_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_15SufficientStats_4__iter__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":44 - * return self.stats.size() +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":203 * - * def __iter__(self): # <<<<<<<<<<<<<< - * for i in range(len(self)): - * yield self.stats[0][i] + * property in_edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.node.in_edges_.size()): */ -static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *__pyx_cur_scope; +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__iter__", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)__pyx_ptype_5_cdec___pyx_scope_struct_18___iter__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_18___iter__, __pyx_empty_tuple, NULL); + __Pyx_RefNannySetupContext("__get__", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *)__pyx_ptype_5_cdec___pyx_scope_struct_15___get__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_15___get__, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_cur_scope)) { __Pyx_RefNannyFinishContext(); return NULL; @@ -10536,7 +10585,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_ __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_15SufficientStats_6generator12, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_14HypergraphNode_8in_edges_2generator11, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -10545,7 +10594,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_ __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.SufficientStats.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.HypergraphNode.in_edges.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); @@ -10554,15 +10603,14 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_ return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator12(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_14HypergraphNode_8in_edges_2generator11(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { - struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)__pyx_generator->closure); + struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; - Py_ssize_t __pyx_t_1; - PyObject *__pyx_t_2 = NULL; + size_t __pyx_t_1; + unsigned int __pyx_t_2; PyObject *__pyx_t_3 = NULL; - PyObject *(*__pyx_t_4)(PyObject *); - unsigned int __pyx_t_5; + PyObject *__pyx_t_4 = NULL; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { @@ -10573,75 +10621,35 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator12(__pyx_GeneratorO return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":45 - * - * def __iter__(self): - * for i in range(len(self)): # <<<<<<<<<<<<<< - * yield self.stats[0][i] + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":205 + * 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]) * */ - __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;} - __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __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_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __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[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext; - } - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - for (;;) { - if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_3)) { - if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_3)) break; - __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_2); __pyx_t_1++; - } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_3)) { - if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_3)) break; - __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_2); __pyx_t_1++; - } else { - __pyx_t_2 = __pyx_t_4(__pyx_t_3); - if (unlikely(!__pyx_t_2)) { - if (PyErr_Occurred()) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - break; - } - __Pyx_GOTREF(__pyx_t_2); - } - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_i); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_i); - __Pyx_GIVEREF(__pyx_t_2); + __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->node->in_edges_.size(); + for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_cur_scope->__pyx_v_i = __pyx_t_2; - __pyx_t_2 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":46 - * def __iter__(self): - * for i in range(len(self)): - * yield self.stats[0][i] # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":206 + * cdef unsigned i + * for i in range(self.node.in_edges_.size()): + * yield HypergraphEdge().init(self.hg, self.node.in_edges_[i]) # <<<<<<<<<<<<<< * - * def __iadd__(SufficientStats self, SufficientStats other): + * property out_edges: */ - __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_GOTREF(__pyx_t_2); - __pyx_r = __pyx_t_2; - __pyx_t_2 = 0; + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphEdge)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_4 = ((struct __pyx_vtabstruct_5_cdec_HypergraphEdge *)((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3), __pyx_cur_scope->__pyx_v_self->hg, (__pyx_cur_scope->__pyx_v_self->node->in_edges_[__pyx_cur_scope->__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_r = __pyx_t_4; + __pyx_t_4 = 0; __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; - __Pyx_XGIVEREF(__pyx_t_3); - __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; - __pyx_cur_scope->__pyx_t_2 = __pyx_t_4; + __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); /* return from generator, yielding value */ @@ -10649,2385 +10657,2303 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator12(__pyx_GeneratorO return __pyx_r; __pyx_L6_resume_from_yield:; __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; - __pyx_t_3 = __pyx_cur_scope->__pyx_t_1; - __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[5]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_2); __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_4); + __Pyx_AddTraceback("__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); return NULL; } +static PyObject *__pyx_gb_5_cdec_14HypergraphNode_9out_edges_2generator12(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* 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_14HypergraphNode_9out_edges_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphNode_9out_edges_1__get__(PyObject *__pyx_v_self) { 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)); - goto __pyx_L0; - __pyx_L1_error:; - __pyx_r = NULL; - __pyx_L0:; + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":48 - * yield self.stats[0][i] +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":209 * - * def __iadd__(SufficientStats self, SufficientStats other): # <<<<<<<<<<<<<< - * self.stats[0] += other.stats[0] - * return self + * property out_edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.node.out_edges_.size()): */ -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) { +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__iadd__", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":49 - * - * def __iadd__(SufficientStats self, SufficientStats other): - * self.stats[0] += other.stats[0] # <<<<<<<<<<<<<< - * return self - * - */ - (__pyx_v_self->stats[0]) += (__pyx_v_other->stats[0]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":50 - * def __iadd__(SufficientStats self, SufficientStats other): - * self.stats[0] += other.stats[0] - * return self # <<<<<<<<<<<<<< - * - * def __add__(x, y): - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_self)); - __pyx_r = ((PyObject *)__pyx_v_self); - goto __pyx_L0; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__get__", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *)__pyx_ptype_5_cdec___pyx_scope_struct_16___get__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_16___get__, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_self = __pyx_v_self; + __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_14HypergraphNode_9out_edges_2generator12, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; + } __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.HypergraphNode.out_edges.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } +static PyObject *__pyx_gb_5_cdec_14HypergraphNode_9out_edges_2generator12(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +{ + struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *)__pyx_generator->closure); + PyObject *__pyx_r = NULL; + size_t __pyx_t_1; + unsigned int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + PyObject *__pyx_t_4 = NULL; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + case 1: goto __pyx_L6_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[3]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":211 + * 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]) + * + */ + __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->node->out_edges_.size(); + 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/hypergraph.pxi":212 + * cdef unsigned i + * for i in range(self.node.out_edges_.size()): + * yield HypergraphEdge().init(self.hg, self.node.out_edges_[i]) # <<<<<<<<<<<<<< + * + * property span: + */ + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_HypergraphEdge)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_4 = ((struct __pyx_vtabstruct_5_cdec_HypergraphEdge *)((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3)->__pyx_vtab)->init(((struct __pyx_obj_5_cdec_HypergraphEdge *)__pyx_t_3), __pyx_cur_scope->__pyx_v_self->hg, (__pyx_cur_scope->__pyx_v_self->node->out_edges_[__pyx_cur_scope->__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_r = __pyx_t_4; + __pyx_t_4 = 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_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[3]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + PyErr_SetNone(PyExc_StopIteration); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_3); + __Pyx_XDECREF(__pyx_t_4); + __Pyx_AddTraceback("__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_L0:; + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; + __Pyx_RefNannyFinishContext(); + return NULL; +} + /* 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_14HypergraphNode_4span_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphNode_4span_1__get__(PyObject *__pyx_v_self) { 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_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_14HypergraphNode_4span___get__(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":52 - * return self +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":215 + * + * property span: + * def __get__(self): # <<<<<<<<<<<<<< + * return next(self.in_edges).span * - * 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__(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; +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_4span___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__add__", 0); + __Pyx_RefNannySetupContext("__get__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":53 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":216 + * property span: + * def __get__(self): + * return next(self.in_edges).span # <<<<<<<<<<<<<< * - * def __add__(x, y): - * cdef SufficientStats sx = as_stats(x, y) # <<<<<<<<<<<<<< - * cdef SufficientStats sy = as_stats(y, x) - * cdef SufficientStats result = SufficientStats() + * property cat: */ - __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_XDECREF(__pyx_r); + __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_self), __pyx_n_s__in_edges); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 216; __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 - * 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_2 = __Pyx_PyIter_Next(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 216; __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_GetAttr(__pyx_t_2, __pyx_n_s__span); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 216; __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_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_r = __pyx_t_1; __pyx_t_1 = 0; + goto __pyx_L0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":55 - * 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_GOTREF(__pyx_t_1); - __pyx_v_result = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); - __pyx_t_1 = 0; + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("_cdec.HypergraphNode.span.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":56 - * 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 - * return result +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_14HypergraphNode_3cat_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphNode_3cat_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_14HypergraphNode_3cat___get__(((struct __pyx_obj_5_cdec_HypergraphNode *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":219 + * + * property cat: + * def __get__(self): # <<<<<<<<<<<<<< + * if self.node.cat_: + * return TDConvert(-self.node.cat_) */ - __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 - * cdef SufficientStats result = SufficientStats() - * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) - * result.metric = sx.metric # <<<<<<<<<<<<<< - * return result +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_3cat___get__(struct __pyx_obj_5_cdec_HypergraphNode *__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); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":220 + * property cat: + * def __get__(self): + * if self.node.cat_: # <<<<<<<<<<<<<< + * return TDConvert(-self.node.cat_) * */ - __pyx_v_result->metric = __pyx_v_sx->metric; + if (__pyx_v_self->node->cat_) { - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":58 - * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) - * result.metric = sx.metric - * return result # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":221 + * def __get__(self): + * if self.node.cat_: + * return TDConvert(-self.node.cat_) # <<<<<<<<<<<<<< * - * cdef class CandidateSet: + * def __richcmp__(HypergraphNode x, HypergraphNode y, int op): */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_result)); - __pyx_r = ((PyObject *)__pyx_v_result); - goto __pyx_L0; + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = PyBytes_FromString(TD::Convert((-__pyx_v_self->node->cat_))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 221; __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; + goto __pyx_L3; + } + __pyx_L3:; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("_cdec.SufficientStats.__add__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.HypergraphNode.cat.__get__", __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(); return __pyx_r; } /* Python wrapper */ -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; +static PyObject *__pyx_pw_5_cdec_14HypergraphNode_1__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op); /*proto*/ +static PyObject *__pyx_pw_5_cdec_14HypergraphNode_1__richcmp__(PyObject *__pyx_v_x, PyObject *__pyx_v_y, int __pyx_v_op) { + PyObject *__pyx_r = 0; __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; - default: goto __pyx_L5_argtuple_error; - } - 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--; - 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;} - } - } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { - goto __pyx_L5_argtuple_error; - } else { - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - } - __pyx_v_evaluator = ((struct __pyx_obj_5_cdec_SegmentEvaluator *)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 = 65; __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;} - __pyx_r = __pyx_pf_5_cdec_12CandidateSet___cinit__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_evaluator); + __Pyx_RefNannySetupContext("__richcmp__ (wrapper)", 0); + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_x), __pyx_ptype_5_cdec_HypergraphNode, 1, "x", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 223; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_y), __pyx_ptype_5_cdec_HypergraphNode, 1, "y", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 223; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = __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)); goto __pyx_L0; __pyx_L1_error:; - __pyx_r = -1; + __pyx_r = NULL; __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65 - * cdef mteval.CandidateSet* cs +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":223 + * return TDConvert(-self.node.cat_) * - * def __cinit__(self, SegmentEvaluator evaluator): # <<<<<<<<<<<<<< - * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) - * self.metric = evaluator.metric + * def __richcmp__(HypergraphNode x, HypergraphNode y, int op): # <<<<<<<<<<<<<< + * if op == 2: # == + * return x.node == y.node */ -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) { - int __pyx_r; +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) { + PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__cinit__", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":66 - * - * def __cinit__(self, SegmentEvaluator evaluator): - * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) # <<<<<<<<<<<<<< - * self.metric = evaluator.metric - * self.cs = new mteval.CandidateSet() - */ - __pyx_v_self->scorer = new boost::shared_ptr((__pyx_v_evaluator->scorer[0])); + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__richcmp__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":67 - * def __cinit__(self, SegmentEvaluator evaluator): - * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) - * self.metric = evaluator.metric # <<<<<<<<<<<<<< - * self.cs = new mteval.CandidateSet() - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":226 + * if op == 2: # == + * return x.node == y.node + * elif op == 3: # != # <<<<<<<<<<<<<< + * return not (x == y) + * raise NotImplemented('comparison not implemented for HypergraphNode') */ - __pyx_v_self->metric = __pyx_v_evaluator->metric; + switch (__pyx_v_op) { - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":68 - * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) - * self.metric = evaluator.metric - * self.cs = new mteval.CandidateSet() # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":224 * - * def __dealloc__(self): + * def __richcmp__(HypergraphNode x, HypergraphNode y, int op): + * if op == 2: # == # <<<<<<<<<<<<<< + * return x.node == y.node + * elif op == 3: # != */ - __pyx_v_self->cs = new training::CandidateSet(); - - __pyx_r = 0; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* Python wrapper */ -static void __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(PyObject *__pyx_v_self); /*proto*/ -static void __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(PyObject *__pyx_v_self) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); - __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); -} + case 2: -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70 - * self.cs = new mteval.CandidateSet() - * - * def __dealloc__(self): # <<<<<<<<<<<<<< - * del self.scorer - * del self.cs + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":225 + * def __richcmp__(HypergraphNode x, HypergraphNode y, int op): + * if op == 2: # == + * return x.node == y.node # <<<<<<<<<<<<<< + * elif op == 3: # != + * return not (x == y) */ + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = __Pyx_PyBool_FromLong((__pyx_v_x->node == __pyx_v_y->node)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 225; __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; -static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__dealloc__", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":71 - * - * def __dealloc__(self): - * del self.scorer # <<<<<<<<<<<<<< - * del self.cs - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":226 + * if op == 2: # == + * return x.node == y.node + * elif op == 3: # != # <<<<<<<<<<<<<< + * return not (x == y) + * raise NotImplemented('comparison not implemented for HypergraphNode') */ - delete __pyx_v_self->scorer; + case 3: - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":72 - * def __dealloc__(self): - * del self.scorer - * del self.cs # <<<<<<<<<<<<<< - * - * def __len__(self): + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":227 + * return x.node == y.node + * elif op == 3: # != + * return not (x == y) # <<<<<<<<<<<<<< + * raise NotImplemented('comparison not implemented for HypergraphNode') */ - delete __pyx_v_self->cs; - - __Pyx_RefNannyFinishContext(); -} - -/* Python wrapper */ -static Py_ssize_t __pyx_pw_5_cdec_12CandidateSet_5__len__(PyObject *__pyx_v_self); /*proto*/ -static Py_ssize_t __pyx_pw_5_cdec_12CandidateSet_5__len__(PyObject *__pyx_v_self) { - Py_ssize_t __pyx_r; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__len__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_12CandidateSet_4__len__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} + __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[3]; __pyx_lineno = 227; __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[3]; __pyx_lineno = 227; __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[3]; __pyx_lineno = 227; __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/mteval.pxi":74 - * del self.cs - * - * def __len__(self): # <<<<<<<<<<<<<< - * return self.cs.size() - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":228 + * elif op == 3: # != + * return not (x == y) + * raise NotImplemented('comparison not implemented for HypergraphNode') # <<<<<<<<<<<<<< */ + __pyx_t_1 = PyObject_Call(__pyx_builtin_NotImplemented, ((PyObject *)__pyx_k_tuple_20), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 228; __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[3]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;} -static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self) { - Py_ssize_t __pyx_r; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__len__", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75 - * - * def __len__(self): - * return self.cs.size() # <<<<<<<<<<<<<< - * - * def __getitem__(self,int k): - */ - __pyx_r = __pyx_v_self->cs->size(); + __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; - - __pyx_r = 0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_AddTraceback("_cdec.HypergraphNode.__richcmp__", __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_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) { - int __pyx_v_k; - PyObject *__pyx_r = 0; +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("__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_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; + default: goto __pyx_L5_argtuple_error; + } + 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--; + 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 = 6; __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_inp = 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[4]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; - __Pyx_AddTraceback("_cdec.CandidateSet.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Lattice.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); - return NULL; + return -1; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_12CandidateSet_6__getitem__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), ((int)__pyx_v_k)); + __pyx_r = __pyx_pf_5_cdec_7Lattice___cinit__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self), __pyx_v_inp); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":77 - * return self.cs.size() +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":6 + * cdef lattice.Lattice* lattice * - * def __getitem__(self,int k): # <<<<<<<<<<<<<< - * if not 0 <= k < self.cs.size(): - * raise IndexError('candidate set index out of range') + * def __cinit__(self, inp): # <<<<<<<<<<<<<< + * if isinstance(inp, tuple): + * self.lattice = new lattice.Lattice(len(inp)) */ -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 - int __pyx_t_1; +static int __pyx_pf_5_cdec_7Lattice___cinit__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp) { + PyObject *__pyx_v_i = NULL; + PyObject *__pyx_v_arcs = NULL; + int __pyx_r; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; + Py_ssize_t __pyx_t_3; + PyObject *__pyx_t_4 = NULL; + PyObject *(*__pyx_t_5)(PyObject *); + PyObject *__pyx_t_6 = NULL; + int __pyx_t_7; + char *__pyx_t_8; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__getitem__", 0); + __Pyx_RefNannySetupContext("__cinit__", 0); + __Pyx_INCREF(__pyx_v_inp); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":78 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":7 * - * def __getitem__(self,int k): - * if not 0 <= k < self.cs.size(): # <<<<<<<<<<<<<< - * raise IndexError('candidate set index out of range') - * cdef Candidate candidate = Candidate() + * def __cinit__(self, inp): + * if isinstance(inp, tuple): # <<<<<<<<<<<<<< + * self.lattice = new lattice.Lattice(len(inp)) + * for i, arcs in enumerate(inp): */ - __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); + __pyx_t_1 = ((PyObject *)((PyObject*)(&PyTuple_Type))); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_inp, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":79 - * 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] + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":8 + * def __cinit__(self, inp): + * if isinstance(inp, tuple): + * self.lattice = new lattice.Lattice(len(inp)) # <<<<<<<<<<<<<< + * for i, arcs in enumerate(inp): + * self[i] = arcs */ - __pyx_t_3 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_38), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 79; __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_t_3 = PyObject_Length(__pyx_v_inp); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->lattice = new Lattice(__pyx_t_3); + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":9 + * if isinstance(inp, tuple): + * self.lattice = new lattice.Lattice(len(inp)) + * for i, arcs in enumerate(inp): # <<<<<<<<<<<<<< + * self[i] = arcs + * else: + */ + __Pyx_INCREF(__pyx_int_0); + __pyx_t_1 = __pyx_int_0; + if (PyList_CheckExact(__pyx_v_inp) || PyTuple_CheckExact(__pyx_v_inp)) { + __pyx_t_4 = __pyx_v_inp; __Pyx_INCREF(__pyx_t_4); __pyx_t_3 = 0; + __pyx_t_5 = NULL; + } else { + __pyx_t_3 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_inp); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __pyx_t_5 = Py_TYPE(__pyx_t_4)->tp_iternext; + } + for (;;) { + if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_4)) { + if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_4)) break; + __pyx_t_6 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_3); __Pyx_INCREF(__pyx_t_6); __pyx_t_3++; + } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_4)) { + if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_4)) break; + __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_3); __Pyx_INCREF(__pyx_t_6); __pyx_t_3++; + } else { + __pyx_t_6 = __pyx_t_5(__pyx_t_4); + if (unlikely(!__pyx_t_6)) { + if (PyErr_Occurred()) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); + else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + break; + } + __Pyx_GOTREF(__pyx_t_6); + } + __Pyx_XDECREF(__pyx_v_arcs); + __pyx_v_arcs = __pyx_t_6; + __pyx_t_6 = 0; + __Pyx_INCREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_v_i); + __pyx_v_i = __pyx_t_1; + __pyx_t_6 = PyNumber_Add(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_1); + __pyx_t_1 = __pyx_t_6; + __pyx_t_6 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":10 + * self.lattice = new lattice.Lattice(len(inp)) + * for i, arcs in enumerate(inp): + * self[i] = arcs # <<<<<<<<<<<<<< + * else: + * if isinstance(inp, unicode): + */ + if (PyObject_SetItem(((PyObject *)__pyx_v_self), __pyx_v_i, __pyx_v_arcs) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; goto __pyx_L3; } - __pyx_L3:; + /*else*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80 - * 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) + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":12 + * self[i] = arcs + * else: + * if isinstance(inp, unicode): # <<<<<<<<<<<<<< + * inp = inp.encode('utf8') + * if not isinstance(inp, str): */ - __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_GOTREF(__pyx_t_3); - __pyx_v_candidate = ((struct __pyx_obj_5_cdec_Candidate *)__pyx_t_3); - __pyx_t_3 = 0; + __pyx_t_1 = ((PyObject *)((PyObject*)(&PyUnicode_Type))); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_inp, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (__pyx_t_2) { - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":81 - * 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) - * return candidate + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":13 + * else: + * if isinstance(inp, unicode): + * inp = inp.encode('utf8') # <<<<<<<<<<<<<< + * if not isinstance(inp, str): + * raise TypeError('Cannot create lattice from %s' % type(inp)) */ - __pyx_v_candidate->candidate = (&((__pyx_v_self->cs[0])[__pyx_v_k])); + __pyx_t_1 = PyObject_GetAttr(__pyx_v_inp, __pyx_n_s__encode); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_21), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_v_inp); + __pyx_v_inp = __pyx_t_4; + __pyx_t_4 = 0; + goto __pyx_L6; + } + __pyx_L6:; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 - * cdef Candidate candidate = Candidate() - * candidate.candidate = &self.cs[0][k] - * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) # <<<<<<<<<<<<<< - * return candidate + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":14 + * 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() + */ + __pyx_t_4 = ((PyObject *)((PyObject*)(&PyString_Type))); + __Pyx_INCREF(__pyx_t_4); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_inp, __pyx_t_4); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __pyx_t_7 = (!__pyx_t_2); + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":15 + * 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) + */ + __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_22), ((PyObject *)Py_TYPE(__pyx_v_inp))); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 15; __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[4]; __pyx_lineno = 15; __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_builtin_TypeError, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + __Pyx_Raise(__pyx_t_4, 0, 0, 0); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + {__pyx_filename = __pyx_f[4]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + goto __pyx_L7; + } + __pyx_L7:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":16 + * 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) * */ - __pyx_v_candidate->score = __pyx_v_self->metric->ComputeScore(((__pyx_v_self->cs[0])[__pyx_v_k]).eval_feats); + __pyx_v_self->lattice = new Lattice(); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":83 - * candidate.candidate = &self.cs[0][k] - * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) - * return candidate # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":17 + * raise TypeError('Cannot create lattice from %s' % type(inp)) + * self.lattice = new lattice.Lattice() + * lattice.ConvertTextToLattice(string(inp), self.lattice) # <<<<<<<<<<<<<< * - * def __iter__(self): + * def __getitem__(self, int index): */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_candidate)); - __pyx_r = ((PyObject *)__pyx_v_candidate); - goto __pyx_L0; + __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); + } + __pyx_L3:; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("_cdec.CandidateSet.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_4); + __Pyx_XDECREF(__pyx_t_6); + __Pyx_AddTraceback("_cdec.Lattice.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_candidate); - __Pyx_XGIVEREF(__pyx_r); + __Pyx_XDECREF(__pyx_v_i); + __Pyx_XDECREF(__pyx_v_arcs); + __Pyx_XDECREF(__pyx_v_inp); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator13(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_12CandidateSet_9__iter__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_12CandidateSet_9__iter__(PyObject *__pyx_v_self) { +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) { + int __pyx_v_index; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_12CandidateSet_8__iter__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self)); + __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;} + } + goto __pyx_L4_argument_unpacking_done; + __pyx_L3_error:; + __Pyx_AddTraceback("_cdec.Lattice.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __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_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 - * return candidate +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":19 + * lattice.ConvertTextToLattice(string(inp), self.lattice) * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(len(self)): + * def __getitem__(self, int index): # <<<<<<<<<<<<<< + * if not 0 <= index < len(self): + * raise IndexError('lattice index out of range') */ -static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *__pyx_cur_scope; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations +static PyObject *__pyx_pf_5_cdec_7Lattice_2__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; + unsigned int __pyx_v_i; + PyObject *__pyx_v_label = NULL; + 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; + size_t __pyx_t_5; + unsigned int __pyx_t_6; + PyObject *__pyx_t_7 = NULL; + PyObject *__pyx_t_8 = NULL; + int __pyx_t_9; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__iter__", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)__pyx_ptype_5_cdec___pyx_scope_struct_19___iter__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_19___iter__, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; + __Pyx_RefNannySetupContext("__getitem__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":20 + * + * def __getitem__(self, int index): + * if not 0 <= index < len(self): # <<<<<<<<<<<<<< + * raise IndexError('lattice index out of range') + * arcs = [] + */ + __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_1 = (__pyx_v_index < __pyx_t_2); } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_self = __pyx_v_self; - __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_10generator13, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_cur_scope); - __Pyx_RefNannyFinishContext(); - return (PyObject *) gen; + __pyx_t_3 = (!__pyx_t_1); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":21 + * 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_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;} + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":22 + * 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_GOTREF(__pyx_t_4); + __pyx_v_arcs = __pyx_t_4; + __pyx_t_4 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":23 + * raise IndexError('lattice index out of range') + * arcs = [] + * cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] # <<<<<<<<<<<<<< + * cdef lattice.LatticeArc* arc + * cdef unsigned i + */ + __pyx_v_arc_vector = ((__pyx_v_self->lattice[0])[__pyx_v_index]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":26 + * cdef lattice.LatticeArc* arc + * cdef unsigned i + * for i in range(arc_vector.size()): # <<<<<<<<<<<<<< + * arc = &arc_vector[i] + * label = unicode(TDConvert(arc.label), 'utf8') + */ + __pyx_t_5 = __pyx_v_arc_vector.size(); + 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 + * cdef unsigned i + * for i in range(arc_vector.size()): + * arc = &arc_vector[i] # <<<<<<<<<<<<<< + * label = unicode(TDConvert(arc.label), 'utf8') + * arcs.append((label, arc.cost, arc.dist2next)) + */ + __pyx_v_arc = (&(__pyx_v_arc_vector[__pyx_v_i])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":28 + * 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_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_GOTREF(__pyx_t_7); + PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)__pyx_t_4)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + 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_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 + * 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_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_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_GOTREF(__pyx_t_8); + __Pyx_INCREF(((PyObject *)__pyx_v_label)); + PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_v_label)); + __Pyx_GIVEREF(((PyObject *)__pyx_v_label)); + PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_4); + __Pyx_GIVEREF(__pyx_t_4); + PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_7); + __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_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0; } + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":30 + * label = unicode(TDConvert(arc.label), 'utf8') + * arcs.append((label, arc.cost, arc.dist2next)) + * return tuple(arcs) # <<<<<<<<<<<<<< + * + * def __setitem__(self, int index, tuple arcs): + */ + __Pyx_XDECREF(__pyx_r); + __pyx_t_8 = ((PyObject *)PyList_AsTuple(__pyx_v_arcs)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_8)); + __pyx_r = ((PyObject *)__pyx_t_8); + __pyx_t_8 = 0; + goto __pyx_L0; + __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.CandidateSet.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_4); + __Pyx_XDECREF(__pyx_t_7); + __Pyx_XDECREF(__pyx_t_8); + __Pyx_AddTraceback("_cdec.Lattice.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); + __Pyx_XDECREF(__pyx_v_arcs); + __Pyx_XDECREF(__pyx_v_label); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator13(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ -{ - struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)__pyx_generator->closure); - PyObject *__pyx_r = NULL; - Py_ssize_t __pyx_t_1; - unsigned int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; +/* Python wrapper */ +static int __pyx_pw_5_cdec_7Lattice_5__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_index, PyObject *__pyx_v_arcs); /*proto*/ +static int __pyx_pw_5_cdec_7Lattice_5__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_index, PyObject *__pyx_v_arcs) { + int __pyx_v_index; + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("None", 0); - switch (__pyx_generator->resume_label) { - case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L6_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[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87 - * 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;} - 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 - * 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[5]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_r = __pyx_t_3; - __pyx_t_3 = 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_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[5]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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;} } - PyErr_SetNone(PyExc_StopIteration); + goto __pyx_L4_argument_unpacking_done; + __pyx_L3_error:; + __Pyx_AddTraceback("_cdec.Lattice.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __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)); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); - return NULL; + return __pyx_r; } -/* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -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; +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":32 + * return tuple(arcs) + * + * def __setitem__(self, int index, tuple arcs): # <<<<<<<<<<<<<< + * if not 0 <= index < len(self): + * 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) { + LatticeArc *__pyx_v_arc; + PyObject *__pyx_v_label = NULL; + PyObject *__pyx_v_cost = NULL; + PyObject *__pyx_v_dist2next = NULL; + int __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("add_kbest (wrapper)", 0); - { - PyObject* values[2] = {0,0}; - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); - switch (pos_args) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - 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--; - else goto __pyx_L5_argtuple_error; - case 1: - 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;} + int __pyx_t_1; + Py_ssize_t __pyx_t_2; + int __pyx_t_3; + PyObject *__pyx_t_4 = NULL; + PyObject *__pyx_t_5 = NULL; + PyObject *__pyx_t_6 = NULL; + PyObject *__pyx_t_7 = NULL; + PyObject *__pyx_t_8 = NULL; + PyObject *__pyx_t_9 = NULL; + PyObject *(*__pyx_t_10)(PyObject *); + char *__pyx_t_11; + double __pyx_t_12; + int __pyx_t_13; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__setitem__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":33 + * + * def __setitem__(self, int index, tuple arcs): + * if not 0 <= index < len(self): # <<<<<<<<<<<<<< + * raise IndexError('lattice index out of range') + * cdef lattice.LatticeArc* arc + */ + __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_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 + * 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_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;} + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":36 + * 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') + */ + 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;} + } + __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; + __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; + if ((likely(PyTuple_CheckExact(__pyx_t_5))) || (PyList_CheckExact(__pyx_t_5))) { + PyObject* sequence = __pyx_t_5; + 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); } - 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;} - } - } else if (PyTuple_GET_SIZE(__pyx_args) != 2) { - goto __pyx_L5_argtuple_error; + __Pyx_INCREF(__pyx_t_6); + __Pyx_INCREF(__pyx_t_7); + __Pyx_INCREF(__pyx_t_8); + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; } else { - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + 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_GOTREF(__pyx_t_9); + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + __pyx_t_10 = Py_TYPE(__pyx_t_9)->tp_iternext; + index = 0; __pyx_t_6 = __pyx_t_10(__pyx_t_9); if (unlikely(!__pyx_t_6)) goto __pyx_L6_unpacking_failed; + __Pyx_GOTREF(__pyx_t_6); + index = 1; __pyx_t_7 = __pyx_t_10(__pyx_t_9); if (unlikely(!__pyx_t_7)) goto __pyx_L6_unpacking_failed; + __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;} + __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_L7_unpacking_done:; } - __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[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_XDECREF(__pyx_v_label); + __pyx_v_label = __pyx_t_6; + __pyx_t_6 = 0; + __Pyx_XDECREF(__pyx_v_cost); + __pyx_v_cost = __pyx_t_7; + __pyx_t_7 = 0; + __Pyx_XDECREF(__pyx_v_dist2next); + __pyx_v_dist2next = __pyx_t_8; + __pyx_t_8 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":37 + * 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) + */ + __pyx_t_5 = ((PyObject *)((PyObject*)(&PyUnicode_Type))); + __Pyx_INCREF(__pyx_t_5); + __pyx_t_3 = __Pyx_TypeCheck(__pyx_v_label, __pyx_t_5); + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":38 + * 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_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_GOTREF(__pyx_t_8); + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_DECREF(__pyx_v_label); + __pyx_v_label = __pyx_t_8; + __pyx_t_8 = 0; + goto __pyx_L8; + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":39 + * 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_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 + * label = label.encode('utf8') + * arc = new lattice.LatticeArc(TDConvert(label), cost, dist2next) + * self.lattice[0][index].push_back(arc[0]) # <<<<<<<<<<<<<< + * del arc + * + */ + ((__pyx_v_self->lattice[0])[__pyx_v_index]).push_back((__pyx_v_arc[0])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":41 + * arc = new lattice.LatticeArc(TDConvert(label), cost, dist2next) + * self.lattice[0][index].push_back(arc[0]) + * del arc # <<<<<<<<<<<<<< + * + * def __len__(self): + */ + delete __pyx_v_arc; } - 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[5]; __pyx_lineno = 90; __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;} - __pyx_r = __pyx_pf_5_cdec_12CandidateSet_11add_kbest(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_hypergraph, __pyx_v_k); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + + __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; - __pyx_r = NULL; + __Pyx_XDECREF(__pyx_t_4); + __Pyx_XDECREF(__pyx_t_5); + __Pyx_XDECREF(__pyx_t_6); + __Pyx_XDECREF(__pyx_t_7); + __Pyx_XDECREF(__pyx_t_8); + __Pyx_XDECREF(__pyx_t_9); + __Pyx_AddTraceback("_cdec.Lattice.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; __pyx_L0:; + __Pyx_XDECREF(__pyx_v_label); + __Pyx_XDECREF(__pyx_v_cost); + __Pyx_XDECREF(__pyx_v_dist2next); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 - * yield self[i] +/* 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) { + 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_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":43 + * del arc * - * def add_kbest(self, Hypergraph hypergraph, unsigned k): # <<<<<<<<<<<<<< - * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) + * def __len__(self): # <<<<<<<<<<<<<< + * return self.lattice.size() * */ -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) { - PyObject *__pyx_r = NULL; +static Py_ssize_t __pyx_pf_5_cdec_7Lattice_6__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { + Py_ssize_t __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("add_kbest", 0); + __Pyx_RefNannySetupContext("__len__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":91 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":44 * - * def add_kbest(self, Hypergraph hypergraph, unsigned k): - * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) # <<<<<<<<<<<<<< + * def __len__(self): + * return self.lattice.size() # <<<<<<<<<<<<<< * - * cdef class SegmentEvaluator: + * def __str__(self): */ - __pyx_v_self->cs->AddKBestCandidates((__pyx_v_hypergraph->hg[0]), __pyx_v_k, __pyx_v_self->scorer->get()); + __pyx_r = __pyx_v_self->lattice->size(); + goto __pyx_L0; - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - __Pyx_XGIVEREF(__pyx_r); + __pyx_r = 0; + __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static void __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(PyObject *__pyx_v_self); /*proto*/ -static void __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(PyObject *__pyx_v_self) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); - __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(((struct __pyx_obj_5_cdec_SegmentEvaluator *)__pyx_v_self)); - __Pyx_RefNannyFinishContext(); -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":97 - * cdef mteval.EvaluationMetric* metric - * - * def __dealloc__(self): # <<<<<<<<<<<<<< - * del self.scorer - * - */ - -static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__dealloc__", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":98 - * - * def __dealloc__(self): - * del self.scorer # <<<<<<<<<<<<<< - * - * def evaluate(self, sentence): - */ - delete __pyx_v_self->scorer; - - __Pyx_RefNannyFinishContext(); -} - -/* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate(PyObject *__pyx_v_self, PyObject *__pyx_v_sentence); /*proto*/ -static PyObject *__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate(PyObject *__pyx_v_self, PyObject *__pyx_v_sentence) { +static PyObject *__pyx_pw_5_cdec_7Lattice_9__str__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_7Lattice_9__str__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("evaluate (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(((struct __pyx_obj_5_cdec_SegmentEvaluator *)__pyx_v_self), ((PyObject *)__pyx_v_sentence)); + __Pyx_RefNannySetupContext("__str__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_7Lattice_8__str__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":100 - * del self.scorer +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":46 + * return self.lattice.size() + * + * def __str__(self): # <<<<<<<<<<<<<< + * return hypergraph.AsPLF(self.lattice[0], True).c_str() * - * def evaluate(self, sentence): # <<<<<<<<<<<<<< - * cdef vector[WordID] hyp - * cdef SufficientStats sf = SufficientStats() */ -static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, PyObject *__pyx_v_sentence) { - std::vector __pyx_v_hyp; - struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_sf = 0; +static PyObject *__pyx_pf_5_cdec_7Lattice_8__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("evaluate", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":102 - * 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[5]; __pyx_lineno = 102; __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":103 - * cdef vector[WordID] hyp - * cdef SufficientStats sf = SufficientStats() - * sf.metric = self.metric # <<<<<<<<<<<<<< - * sf.stats = new mteval.SufficientStats() - * ConvertSentence(string(as_str(sentence.strip())), &hyp) - */ - __pyx_v_sf->metric = __pyx_v_self->metric; - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":104 - * 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) - */ - __pyx_v_sf->stats = new SufficientStats(); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":105 - * 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[5]; __pyx_lineno = 105; __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[5]; __pyx_lineno = 105; __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; + __Pyx_RefNannySetupContext("__str__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":106 - * sf.stats = new mteval.SufficientStats() - * ConvertSentence(string(as_str(sentence.strip())), &hyp) - * self.scorer.get().Evaluate(hyp, sf.stats) # <<<<<<<<<<<<<< - * return sf + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":47 * - */ - __pyx_v_self->scorer->get()->Evaluate(__pyx_v_hyp, __pyx_v_sf->stats); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":107 - * ConvertSentence(string(as_str(sentence.strip())), &hyp) - * self.scorer.get().Evaluate(hyp, sf.stats) - * return sf # <<<<<<<<<<<<<< + * def __str__(self): + * return hypergraph.AsPLF(self.lattice[0], True).c_str() # <<<<<<<<<<<<<< * - * def candidate_set(self): + * def __iter__(self): */ __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_sf)); - __pyx_r = ((PyObject *)__pyx_v_sf); + __pyx_t_1 = PyBytes_FromString(HypergraphIO::AsPLF((__pyx_v_self->lattice[0]), 1).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 47; __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_XDECREF(__pyx_t_2); - __Pyx_AddTraceback("_cdec.SegmentEvaluator.evaluate", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Lattice.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_sf); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } +static PyObject *__pyx_gb_5_cdec_7Lattice_12generator13(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ -static PyObject *__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { +static PyObject *__pyx_pw_5_cdec_7Lattice_11__iter__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_7Lattice_11__iter__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("candidate_set (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(((struct __pyx_obj_5_cdec_SegmentEvaluator *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_7Lattice_10__iter__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":109 - * return sf - * - * def candidate_set(self): # <<<<<<<<<<<<<< - * return CandidateSet(self) +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":49 + * return hypergraph.AsPLF(self.lattice[0], True).c_str() * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): */ -static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("candidate_set", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":110 - * - * def candidate_set(self): - * return CandidateSet(self) # <<<<<<<<<<<<<< - * - * 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_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_GOTREF(__pyx_t_2); - __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - __pyx_r = __pyx_t_2; - __pyx_t_2 = 0; - goto __pyx_L0; + __Pyx_RefNannySetupContext("__iter__", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *)__pyx_ptype_5_cdec___pyx_scope_struct_17___iter__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_17___iter__, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_self = __pyx_v_self; + __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_7Lattice_12generator13, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; + } __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_AddTraceback("_cdec.SegmentEvaluator.candidate_set", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Lattice.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* Python wrapper */ -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) { - char *__pyx_v_name; - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__name,0}; - int __pyx_r; +static PyObject *__pyx_gb_5_cdec_7Lattice_12generator13(__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; + Py_ssize_t __pyx_t_1; + unsigned int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; __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; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__name); - if (likely(values[0])) kw_args--; - 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 = 115; __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[5]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + case 1: goto __pyx_L6_resume_from_yield; + default: /* CPython raises the right error here */ + __Pyx_RefNannyFinishContext(); + return NULL; } - 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_L3_error:; - __Pyx_AddTraceback("_cdec.Scorer.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __Pyx_RefNannyFinishContext(); - return -1; - __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_6Scorer___cinit__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self), __pyx_v_name); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} + __pyx_L3_first_run:; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 - * cdef string* name - * - * def __cinit__(self, char* name): # <<<<<<<<<<<<<< - * self.name = new string(name) + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":51 + * 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;} + for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { + __pyx_cur_scope->__pyx_v_i = __pyx_t_2; -static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, char *__pyx_v_name) { - int __pyx_r; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__cinit__", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 - * - * def __cinit__(self, char* name): - * self.name = new string(name) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":52 + * cdef unsigned i + * for i in range(len(self)): + * yield self[i] # <<<<<<<<<<<<<< * * def __dealloc__(self): */ - __pyx_v_self->name = new std::string(__pyx_v_name); - - __pyx_r = 0; + __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_GOTREF(__pyx_t_3); + __pyx_r = __pyx_t_3; + __pyx_t_3 = 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_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;} + } + PyErr_SetNone(PyExc_StopIteration); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_L0:; + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); - return __pyx_r; + return NULL; } /* Python wrapper */ -static void __pyx_pw_5_cdec_6Scorer_3__dealloc__(PyObject *__pyx_v_self); /*proto*/ -static void __pyx_pw_5_cdec_6Scorer_3__dealloc__(PyObject *__pyx_v_self) { +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_6Scorer_2__dealloc__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self)); + __pyx_pf_5_cdec_7Lattice_13__dealloc__(((struct __pyx_obj_5_cdec_Lattice *)__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/lattice.pxi":54 + * yield self[i] * * def __dealloc__(self): # <<<<<<<<<<<<<< - * del self.name + * del self.lattice * */ -static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Scorer *__pyx_v_self) { +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/mteval.pxi":119 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":55 * * def __dealloc__(self): - * del self.name # <<<<<<<<<<<<<< + * del self.lattice # <<<<<<<<<<<<<< * - * def __call__(self, refs): + * def todot(self): */ - delete __pyx_v_self->name; + delete __pyx_v_self->lattice; __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}; +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) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__call__ (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; - default: goto __pyx_L5_argtuple_error; - } - 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--; - 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[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); - } - __pyx_v_refs = values[0]; - } - 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_L3_error:; - __Pyx_AddTraceback("_cdec.Scorer.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_RefNannySetupContext("todot (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_7Lattice_15todot(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); - return NULL; - __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_6Scorer_4__call__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self), __pyx_v_refs); + return __pyx_r; +} +static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator19(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_7Lattice_5todot_1lines(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/ +static PyMethodDef __pyx_mdef_5_cdec_7Lattice_5todot_1lines = {__Pyx_NAMESTR("lines"), (PyCFunction)__pyx_pw_5_cdec_7Lattice_5todot_1lines, METH_NOARGS, __Pyx_DOCSTR(0)}; +static PyObject *__pyx_pw_5_cdec_7Lattice_5todot_1lines(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) { + 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; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":121 - * del self.name +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 * - * def __call__(self, refs): # <<<<<<<<<<<<<< - * cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0]) - * if isinstance(refs, unicode) or isinstance(refs, str): + * def todot(self): + * def lines(): # <<<<<<<<<<<<<< + * yield 'digraph lattice {' + * yield 'rankdir = LR;' */ -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; - struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_evaluator = 0; +static PyObject *__pyx_pf_5_cdec_7Lattice_5todot_lines(PyObject *__pyx_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_t_2; - int __pyx_t_3; - int __pyx_t_4; - Py_ssize_t __pyx_t_5; - PyObject *(*__pyx_t_6)(PyObject *); - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__call__", 0); - __Pyx_INCREF(__pyx_v_refs); + __Pyx_RefNannySetupContext("lines", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *)__pyx_ptype_5_cdec___pyx_scope_struct_19_lines->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_19_lines, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *) __Pyx_CyFunction_GetClosure(__pyx_self); + __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_7Lattice_5todot_2generator19, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; + } - /* "/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): - * refs = [refs] - */ - __pyx_v_metric = EvaluationMetric::Instance((__pyx_v_self->name[0])); + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.Lattice.todot.lines", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":123 - * 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]]() - */ - __pyx_t_1 = ((PyObject *)((PyObject*)(&PyUnicode_Type))); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_refs, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (!__pyx_t_2) { - __pyx_t_1 = ((PyObject *)((PyObject*)(&PyString_Type))); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_3 = __Pyx_TypeCheck(__pyx_v_refs, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_4 = __pyx_t_3; - } else { - __pyx_t_4 = __pyx_t_2; +static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator19(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +{ + struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *)__pyx_generator->closure); + PyObject *__pyx_r = NULL; + PyObject *__pyx_t_1 = NULL; + Py_ssize_t __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + PyObject *(*__pyx_t_4)(PyObject *); + PyObject *__pyx_t_5 = NULL; + Py_ssize_t __pyx_t_6; + PyObject *(*__pyx_t_7)(PyObject *); + PyObject *__pyx_t_8 = NULL; + PyObject *__pyx_t_9 = NULL; + PyObject *__pyx_t_10 = NULL; + PyObject *__pyx_t_11 = NULL; + PyObject *(*__pyx_t_12)(PyObject *); + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + case 1: goto __pyx_L4_resume_from_yield; + case 2: goto __pyx_L5_resume_from_yield; + case 3: goto __pyx_L6_resume_from_yield; + case 4: goto __pyx_L13_resume_from_yield; + case 5: goto __pyx_L14_resume_from_yield; + case 6: goto __pyx_L15_resume_from_yield; + default: /* CPython raises the right error here */ + __Pyx_RefNannyFinishContext(); + return NULL; } - if (__pyx_t_4) { + __pyx_L3_first_run:; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":124 - * 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 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":59 + * def todot(self): + * def lines(): + * yield 'digraph lattice {' # <<<<<<<<<<<<<< + * yield 'rankdir = LR;' + * yield 'node [shape=circle];' */ - __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 124; __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); - __Pyx_GIVEREF(__pyx_v_refs); - __Pyx_DECREF(__pyx_v_refs); - __pyx_v_refs = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - goto __pyx_L3; - } - __pyx_L3:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":125 - * 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 + __Pyx_INCREF(((PyObject *)__pyx_kp_s_27)); + __pyx_r = ((PyObject *)__pyx_kp_s_27); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L4_resume_from_yield:; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":60 + * def lines(): + * yield 'digraph lattice {' + * yield 'rankdir = LR;' # <<<<<<<<<<<<<< + * yield 'node [shape=circle];' + * for i in range(len(self)): */ - __pyx_v_refsv = new std::vector >(); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_28)); + __pyx_r = ((PyObject *)__pyx_kp_s_28); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 2; + return __pyx_r; + __pyx_L5_resume_from_yield:; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":128 - * cdef vector[WordID]* refv - * cdef bytes ref_str - * for ref in refs: # <<<<<<<<<<<<<< - * refv = new vector[WordID]() - * ConvertSentence(string(as_str(ref.strip())), refv) + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":61 + * yield 'digraph lattice {' + * yield 'rankdir = LR;' + * yield 'node [shape=circle];' # <<<<<<<<<<<<<< + * for i in range(len(self)): + * for label, weight, delta in self[i]: */ - if (PyList_CheckExact(__pyx_v_refs) || PyTuple_CheckExact(__pyx_v_refs)) { - __pyx_t_1 = __pyx_v_refs; __Pyx_INCREF(__pyx_t_1); __pyx_t_5 = 0; - __pyx_t_6 = NULL; + __Pyx_INCREF(((PyObject *)__pyx_kp_s_29)); + __pyx_r = ((PyObject *)__pyx_kp_s_29); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 3; + return __pyx_r; + __pyx_L6_resume_from_yield:; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":62 + * 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('"', '\\"')) + */ + if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + __pyx_t_1 = ((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; + 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_5 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_refs); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_6 = Py_TYPE(__pyx_t_1)->tp_iternext; + __pyx_t_2 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext; } + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; for (;;) { - if (!__pyx_t_6 && PyList_CheckExact(__pyx_t_1)) { - if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_1)) break; - __pyx_t_7 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; - } else if (!__pyx_t_6 && PyTuple_CheckExact(__pyx_t_1)) { - if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_1)) break; - __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; + if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_3)) { + if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_3)) break; + __pyx_t_1 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; + } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_3)) { + if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_3)) break; + __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; } else { - __pyx_t_7 = __pyx_t_6(__pyx_t_1); - if (unlikely(!__pyx_t_7)) { + __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[5]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } - __Pyx_GOTREF(__pyx_t_7); + __Pyx_GOTREF(__pyx_t_1); } - __Pyx_XDECREF(__pyx_v_ref); - __pyx_v_ref = __pyx_t_7; - __pyx_t_7 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":129 - * cdef bytes ref_str - * for ref in refs: - * refv = new vector[WordID]() # <<<<<<<<<<<<<< - * ConvertSentence(string(as_str(ref.strip())), refv) - * refsv.push_back(refv[0]) - */ - __pyx_v_refv = new std::vector(); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":130 - * 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_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_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 - * refv = new vector[WordID]() - * ConvertSentence(string(as_str(ref.strip())), refv) - * refsv.push_back(refv[0]) # <<<<<<<<<<<<<< - * del refv - * cdef unsigned i - */ - __pyx_v_refsv->push_back((__pyx_v_refv[0])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":132 - * ConvertSentence(string(as_str(ref.strip())), refv) - * refsv.push_back(refv[0]) - * del refv # <<<<<<<<<<<<<< - * cdef unsigned i - * cdef SegmentEvaluator evaluator = SegmentEvaluator() - */ - delete __pyx_v_refv; - } - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_i); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_i); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_cur_scope->__pyx_v_i = __pyx_t_1; + __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":134 - * del refv - * cdef unsigned i - * cdef SegmentEvaluator evaluator = SegmentEvaluator() # <<<<<<<<<<<<<< - * evaluator.metric = metric - * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":63 + * 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) */ - __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_GOTREF(__pyx_t_1); - __pyx_v_evaluator = ((struct __pyx_obj_5_cdec_SegmentEvaluator *)__pyx_t_1); - __pyx_t_1 = 0; + __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i); if (!__pyx_t_1) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __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_5 = __pyx_t_1; __Pyx_INCREF(__pyx_t_5); __pyx_t_6 = 0; + __pyx_t_7 = NULL; + } else { + __pyx_t_6 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_5); + __pyx_t_7 = Py_TYPE(__pyx_t_5)->tp_iternext; + } + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + for (;;) { + if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_5)) { + if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_5)) break; + __pyx_t_1 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; + } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_5)) { + if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_5)) break; + __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; + } else { + __pyx_t_1 = __pyx_t_7(__pyx_t_5); + if (unlikely(!__pyx_t_1)) { + if (PyErr_Occurred()) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); + else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + break; + } + __Pyx_GOTREF(__pyx_t_1); + } + if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) { + PyObject* sequence = __pyx_t_1; + 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); + } + __Pyx_INCREF(__pyx_t_8); + __Pyx_INCREF(__pyx_t_9); + __Pyx_INCREF(__pyx_t_10); + __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[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_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; + index = 0; __pyx_t_8 = __pyx_t_12(__pyx_t_11); if (unlikely(!__pyx_t_8)) goto __pyx_L11_unpacking_failed; + __Pyx_GOTREF(__pyx_t_8); + index = 1; __pyx_t_9 = __pyx_t_12(__pyx_t_11); if (unlikely(!__pyx_t_9)) goto __pyx_L11_unpacking_failed; + __Pyx_GOTREF(__pyx_t_9); + 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_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_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_L12_unpacking_done:; + } + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_label); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_label); + __Pyx_GIVEREF(__pyx_t_8); + __pyx_cur_scope->__pyx_v_label = __pyx_t_8; + __pyx_t_8 = 0; + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_weight); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_weight); + __Pyx_GIVEREF(__pyx_t_9); + __pyx_cur_scope->__pyx_v_weight = __pyx_t_9; + __pyx_t_9 = 0; + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_delta); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_delta); + __Pyx_GIVEREF(__pyx_t_10); + __pyx_cur_scope->__pyx_v_delta = __pyx_t_10; + __pyx_t_10 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":135 - * 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 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":64 + * 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 '}' */ - __pyx_v_evaluator->metric = __pyx_v_metric; - - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":136 - * 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 - */ - __pyx_v_evaluator->scorer = new boost::shared_ptr(__pyx_v_metric->CreateSegmentEvaluator((__pyx_v_refsv[0]))); + __pyx_t_1 = PyNumber_Add(__pyx_cur_scope->__pyx_v_i, __pyx_cur_scope->__pyx_v_delta); 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_t_10 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_label, __pyx_n_s__replace); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + __pyx_t_9 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_k_tuple_33), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_9); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_i); + PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_cur_scope->__pyx_v_i); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_i); + PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + PyTuple_SET_ITEM(__pyx_t_10, 2, __pyx_t_9); + __Pyx_GIVEREF(__pyx_t_9); + __pyx_t_1 = 0; + __pyx_t_9 = 0; + __pyx_t_9 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_30), ((PyObject *)__pyx_t_10)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_9)); + __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0; + __pyx_r = ((PyObject *)__pyx_t_9); + __pyx_t_9 = 0; + __pyx_cur_scope->__pyx_t_0 = __pyx_t_2; + __Pyx_XGIVEREF(__pyx_t_3); + __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; + __pyx_cur_scope->__pyx_t_2 = __pyx_t_4; + __Pyx_XGIVEREF(__pyx_t_5); + __pyx_cur_scope->__pyx_t_3 = __pyx_t_5; + __pyx_cur_scope->__pyx_t_4 = __pyx_t_6; + __pyx_cur_scope->__pyx_t_5 = __pyx_t_7; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 4; + return __pyx_r; + __pyx_L13_resume_from_yield:; + __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; + __pyx_t_3 = __pyx_cur_scope->__pyx_t_1; + __pyx_cur_scope->__pyx_t_1 = 0; + __Pyx_XGOTREF(__pyx_t_3); + __pyx_t_4 = __pyx_cur_scope->__pyx_t_2; + __pyx_t_5 = __pyx_cur_scope->__pyx_t_3; + __pyx_cur_scope->__pyx_t_3 = 0; + __Pyx_XGOTREF(__pyx_t_5); + __pyx_t_6 = __pyx_cur_scope->__pyx_t_4; + __pyx_t_7 = __pyx_cur_scope->__pyx_t_5; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + } + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":137 - * 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 - * + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":65 + * 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') */ - delete __pyx_v_refsv; + __pyx_t_3 = ((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self); + __Pyx_INCREF(__pyx_t_3); + __pyx_t_2 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_34), __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_5)); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_r = ((PyObject *)__pyx_t_5); + __pyx_t_5 = 0; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 5; + return __pyx_r; + __pyx_L14_resume_from_yield:; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":138 - * 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): + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":66 + * yield '%d -> %d [label="%s"];' % (i, i+delta, label.replace('"', '\\"')) + * yield '%d [shape=doublecircle]' % len(self) + * yield '}' # <<<<<<<<<<<<<< + * return '\n'.join(lines()).encode('utf8') */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_evaluator)); - __pyx_r = ((PyObject *)__pyx_v_evaluator); - goto __pyx_L0; - - __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_35)); + __pyx_r = ((PyObject *)__pyx_kp_s_35); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 6; + return __pyx_r; + __pyx_L15_resume_from_yield:; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_7); + __Pyx_XDECREF(__pyx_t_3); + __Pyx_XDECREF(__pyx_t_5); __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback("_cdec.Scorer.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __Pyx_XDECREF(__pyx_t_9); + __Pyx_XDECREF(__pyx_t_10); + __Pyx_XDECREF(__pyx_t_11); + __Pyx_AddTraceback("lines", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; - __Pyx_XDECREF(__pyx_v_ref); - __Pyx_XDECREF((PyObject *)__pyx_v_evaluator); - __Pyx_XDECREF(__pyx_v_refs); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* Python wrapper */ -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_6__str__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self)); + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); - return __pyx_r; + return NULL; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":140 - * return evaluator - * - * def __str__(self): # <<<<<<<<<<<<<< - * return self.name.c_str() +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":57 + * del self.lattice * + * def todot(self): # <<<<<<<<<<<<<< + * def lines(): + * yield 'digraph lattice {' */ -static PyObject *__pyx_pf_5_cdec_6Scorer_6__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_7Lattice_15todot(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *__pyx_cur_scope; + PyObject *__pyx_v_lines = 0; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + PyObject *__pyx_t_3 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__str__", 0); + __Pyx_RefNannySetupContext("todot", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *)__pyx_ptype_5_cdec___pyx_scope_struct_18_todot->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_18_todot, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_self = __pyx_v_self; + __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); + __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":141 - * - * def __str__(self): - * return self.name.c_str() # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 * - * BLEU = Scorer('IBM_BLEU') + * def todot(self): + * def lines(): # <<<<<<<<<<<<<< + * yield 'digraph lattice {' + * yield 'rankdir = LR;' */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(__pyx_v_self->name->c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_r = ((PyObject *)__pyx_t_1); + __pyx_t_1 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5_cdec_7Lattice_5todot_1lines, 0, ((PyObject*)__pyx_cur_scope), __pyx_n_s___cdec, ((PyObject *)__pyx_k_codeobj_37)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_lines = __pyx_t_1; __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":67 + * yield '%d [shape=doublecircle]' % len(self) + * yield '}' + * return '\n'.join(lines()).encode('utf8') # <<<<<<<<<<<<<< + */ + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_kp_s_39), __pyx_n_s__join); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_2 = PyObject_Call(__pyx_v_lines, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 67; __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[4]; __pyx_lineno = 67; __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; + __pyx_t_3 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s__encode); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_2 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_k_tuple_40), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_r = __pyx_t_2; + __pyx_t_2 = 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("_cdec.Scorer.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("_cdec.Lattice.todot", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; + __Pyx_XDECREF(__pyx_v_lines); + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_4generator14(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ - -/* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_3_make_config(PyObject *__pyx_self, PyObject *__pyx_v_config); /*proto*/ -static PyMethodDef __pyx_mdef_5_cdec_3_make_config = {__Pyx_NAMESTR("_make_config"), (PyCFunction)__pyx_pw_5_cdec_3_make_config, METH_O, __Pyx_DOCSTR(0)}; -static PyObject *__pyx_pw_5_cdec_3_make_config(PyObject *__pyx_self, PyObject *__pyx_v_config) { - 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; -} -/* "_cdec.pyx":27 - * class ParseFailed(Exception): pass +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":3 + * cimport mteval * - * def _make_config(config): # <<<<<<<<<<<<<< - * for key, value in config.items(): - * if isinstance(value, dict): + * cdef SufficientStats as_stats(x, y): # <<<<<<<<<<<<<< + * if isinstance(x, SufficientStats): + * return x */ -static PyObject *__pyx_pf_5_cdec_2_make_config(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_config) { - struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *__pyx_cur_scope; - PyObject *__pyx_r = NULL; +static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject *__pyx_v_x, PyObject *__pyx_v_y) { + struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_stats = NULL; + struct __pyx_obj_5_cdec_SufficientStats *__pyx_r = NULL; __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("_make_config", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)__pyx_ptype_5_cdec___pyx_scope_struct_20__make_config->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_20__make_config, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_config = __pyx_v_config; - __Pyx_INCREF(__pyx_cur_scope->__pyx_v_config); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_config); - { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_4generator14, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_cur_scope); - __Pyx_RefNannyFinishContext(); - return (PyObject *) gen; - } + __Pyx_RefNannySetupContext("as_stats", 0); - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_AddTraceback("_cdec._make_config", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; - __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":4 + * + * cdef SufficientStats as_stats(x, y): + * if isinstance(x, SufficientStats): # <<<<<<<<<<<<<< + * return x + * elif x == 0 and isinstance(y, SufficientStats): + */ + __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_x, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (__pyx_t_2) { -static PyObject *__pyx_gb_5_cdec_4generator14(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ -{ - struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)__pyx_generator->closure); - PyObject *__pyx_r = NULL; - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - Py_ssize_t __pyx_t_3; - PyObject *(*__pyx_t_4)(PyObject *); - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *(*__pyx_t_8)(PyObject *); - int __pyx_t_9; - Py_ssize_t __pyx_t_10; - PyObject *(*__pyx_t_11)(PyObject *); - PyObject *__pyx_t_12 = NULL; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("None", 0); - switch (__pyx_generator->resume_label) { - case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L13_resume_from_yield; - case 2: goto __pyx_L16_resume_from_yield; - case 3: goto __pyx_L17_resume_from_yield; - default: /* CPython raises the right error here */ - __Pyx_RefNannyFinishContext(); - return NULL; + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":5 + * cdef SufficientStats as_stats(x, y): + * if isinstance(x, SufficientStats): + * return x # <<<<<<<<<<<<<< + * elif x == 0 and isinstance(y, SufficientStats): + * stats = SufficientStats() + */ + __Pyx_XDECREF(((PyObject *)__pyx_r)); + if (!(likely(((__pyx_v_x) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_x, __pyx_ptype_5_cdec_SufficientStats))))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_INCREF(__pyx_v_x); + __pyx_r = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_x); + goto __pyx_L0; + goto __pyx_L3; } - __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "_cdec.pyx":28 - * - * def _make_config(config): - * for key, value in config.items(): # <<<<<<<<<<<<<< - * if isinstance(value, dict): - * for name, info in value.items(): + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":6 + * if isinstance(x, SufficientStats): + * return x + * elif x == 0 and isinstance(y, SufficientStats): # <<<<<<<<<<<<<< + * stats = SufficientStats() + * stats.stats = new mteval.SufficientStats() */ - __pyx_t_1 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_config, __pyx_n_s__items); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_RichCompare(__pyx_v_x, __pyx_int_0, Py_EQ); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 6; __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[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); + __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __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; + if (__pyx_t_2) { + __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_3 = __Pyx_TypeCheck(__pyx_v_y, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_4 = __pyx_t_3; } else { - __pyx_t_3 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_2); 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); - __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext; + __pyx_t_4 = __pyx_t_2; } - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - for (;;) { - if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_1)) { - if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break; - __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; - } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_1)) { - if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break; - __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; - } 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[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - break; - } - __Pyx_GOTREF(__pyx_t_2); - } - if ((likely(PyTuple_CheckExact(__pyx_t_2))) || (PyList_CheckExact(__pyx_t_2))) { - PyObject* sequence = __pyx_t_2; - 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 = 28; __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 = 28; __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); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - } 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 = 28; __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; - index = 0; __pyx_t_5 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_5)) goto __pyx_L6_unpacking_failed; - __Pyx_GOTREF(__pyx_t_5); - 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 = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __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_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_L7_unpacking_done:; - } - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_key); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_key); - __Pyx_GIVEREF(__pyx_t_5); - __pyx_cur_scope->__pyx_v_key = __pyx_t_5; - __pyx_t_5 = 0; - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_value); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_value); - __Pyx_GIVEREF(__pyx_t_6); - __pyx_cur_scope->__pyx_v_value = __pyx_t_6; - __pyx_t_6 = 0; + if (__pyx_t_4) { - /* "_cdec.pyx":29 - * 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) + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":7 + * return x + * elif x == 0 and isinstance(y, SufficientStats): + * stats = SufficientStats() # <<<<<<<<<<<<<< + * stats.stats = new mteval.SufficientStats() + * stats.metric = ( y).metric */ - __pyx_t_2 = ((PyObject *)((PyObject*)(&PyDict_Type))); - __Pyx_INCREF(__pyx_t_2); - __pyx_t_9 = __Pyx_TypeCheck(__pyx_cur_scope->__pyx_v_value, __pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - if (__pyx_t_9) { + __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 = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_stats = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); + __pyx_t_1 = 0; - /* "_cdec.pyx":30 - * 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): + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":8 + * elif x == 0 and isinstance(y, SufficientStats): + * stats = SufficientStats() + * stats.stats = new mteval.SufficientStats() # <<<<<<<<<<<<<< + * stats.metric = ( y).metric + * return stats */ - __pyx_t_2 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_value, __pyx_n_s__items); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_6 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - if (PyList_CheckExact(__pyx_t_6) || PyTuple_CheckExact(__pyx_t_6)) { - __pyx_t_2 = __pyx_t_6; __Pyx_INCREF(__pyx_t_2); __pyx_t_10 = 0; - __pyx_t_11 = NULL; - } else { - __pyx_t_10 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_11 = Py_TYPE(__pyx_t_2)->tp_iternext; - } - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - for (;;) { - if (!__pyx_t_11 && PyList_CheckExact(__pyx_t_2)) { - if (__pyx_t_10 >= PyList_GET_SIZE(__pyx_t_2)) break; - __pyx_t_6 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; - } else if (!__pyx_t_11 && PyTuple_CheckExact(__pyx_t_2)) { - if (__pyx_t_10 >= PyTuple_GET_SIZE(__pyx_t_2)) break; - __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; - } else { - __pyx_t_6 = __pyx_t_11(__pyx_t_2); - if (unlikely(!__pyx_t_6)) { - if (PyErr_Occurred()) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - break; - } - __Pyx_GOTREF(__pyx_t_6); - } - if ((likely(PyTuple_CheckExact(__pyx_t_6))) || (PyList_CheckExact(__pyx_t_6))) { - PyObject* sequence = __pyx_t_6; - 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 = 30; __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 = 30; __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); - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - } 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 = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_12); - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - __pyx_t_8 = Py_TYPE(__pyx_t_12)->tp_iternext; - index = 0; __pyx_t_5 = __pyx_t_8(__pyx_t_12); if (unlikely(!__pyx_t_5)) goto __pyx_L11_unpacking_failed; - __Pyx_GOTREF(__pyx_t_5); - 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 = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __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_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_L12_unpacking_done:; - } - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_name); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_name); - __Pyx_GIVEREF(__pyx_t_5); - __pyx_cur_scope->__pyx_v_name = __pyx_t_5; - __pyx_t_5 = 0; - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_info); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_info); - __Pyx_GIVEREF(__pyx_t_7); - __pyx_cur_scope->__pyx_v_info = __pyx_t_7; - __pyx_t_7 = 0; + __pyx_v_stats->stats = new SufficientStats(); - /* "_cdec.pyx":31 - * if isinstance(value, dict): - * for name, info in value.items(): - * yield key, '%s %s' % (name, info) # <<<<<<<<<<<<<< - * elif isinstance(value, list): - * for name in value: - */ - __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_INCREF(__pyx_cur_scope->__pyx_v_name); - PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_cur_scope->__pyx_v_name); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_name); - __Pyx_INCREF(__pyx_cur_scope->__pyx_v_info); - PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_cur_scope->__pyx_v_info); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_info); - __pyx_t_7 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_39), ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_7)); - __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_INCREF(__pyx_cur_scope->__pyx_v_key); - PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_cur_scope->__pyx_v_key); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_key); - PyTuple_SET_ITEM(__pyx_t_6, 1, ((PyObject *)__pyx_t_7)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_7)); - __pyx_t_7 = 0; - __pyx_r = ((PyObject *)__pyx_t_6); - __pyx_t_6 = 0; - __Pyx_XGIVEREF(__pyx_t_1); - __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; - __Pyx_XGIVEREF(__pyx_t_2); - __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; - __pyx_cur_scope->__pyx_t_2 = __pyx_t_3; - __pyx_cur_scope->__pyx_t_3 = __pyx_t_4; - __pyx_cur_scope->__pyx_t_4 = __pyx_t_10; - __pyx_cur_scope->__pyx_t_5 = __pyx_t_11; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 1; - return __pyx_r; - __pyx_L13_resume_from_yield:; - __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; - __pyx_cur_scope->__pyx_t_0 = 0; - __Pyx_XGOTREF(__pyx_t_1); - __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - __pyx_cur_scope->__pyx_t_1 = 0; - __Pyx_XGOTREF(__pyx_t_2); - __pyx_t_3 = __pyx_cur_scope->__pyx_t_2; - __pyx_t_4 = __pyx_cur_scope->__pyx_t_3; - __pyx_t_10 = __pyx_cur_scope->__pyx_t_4; - __pyx_t_11 = __pyx_cur_scope->__pyx_t_5; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - goto __pyx_L8; - } - - /* "_cdec.pyx":32 - * for name, info in value.items(): - * yield key, '%s %s' % (name, info) - * elif isinstance(value, list): # <<<<<<<<<<<<<< - * for name in value: - * yield key, name - */ - __pyx_t_2 = ((PyObject *)((PyObject*)(&PyList_Type))); - __Pyx_INCREF(__pyx_t_2); - __pyx_t_9 = __Pyx_TypeCheck(__pyx_cur_scope->__pyx_v_value, __pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - if (__pyx_t_9) { - - /* "_cdec.pyx":33 - * yield key, '%s %s' % (name, info) - * elif isinstance(value, list): - * for name in value: # <<<<<<<<<<<<<< - * yield key, name - * else: - */ - if (PyList_CheckExact(__pyx_cur_scope->__pyx_v_value) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_value)) { - __pyx_t_2 = __pyx_cur_scope->__pyx_v_value; __Pyx_INCREF(__pyx_t_2); __pyx_t_10 = 0; - __pyx_t_11 = NULL; - } else { - __pyx_t_10 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_11 = Py_TYPE(__pyx_t_2)->tp_iternext; - } - for (;;) { - if (!__pyx_t_11 && PyList_CheckExact(__pyx_t_2)) { - if (__pyx_t_10 >= PyList_GET_SIZE(__pyx_t_2)) break; - __pyx_t_6 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; - } else if (!__pyx_t_11 && PyTuple_CheckExact(__pyx_t_2)) { - if (__pyx_t_10 >= PyTuple_GET_SIZE(__pyx_t_2)) break; - __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; - } else { - __pyx_t_6 = __pyx_t_11(__pyx_t_2); - if (unlikely(!__pyx_t_6)) { - if (PyErr_Occurred()) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - break; - } - __Pyx_GOTREF(__pyx_t_6); - } - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_name); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_name); - __Pyx_GIVEREF(__pyx_t_6); - __pyx_cur_scope->__pyx_v_name = __pyx_t_6; - __pyx_t_6 = 0; - - /* "_cdec.pyx":34 - * elif isinstance(value, list): - * for name in value: - * yield key, name # <<<<<<<<<<<<<< - * else: - * yield key, bytes(value) + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":9 + * stats = SufficientStats() + * stats.stats = new mteval.SufficientStats() + * stats.metric = ( y).metric # <<<<<<<<<<<<<< + * return stats + * */ - __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_INCREF(__pyx_cur_scope->__pyx_v_key); - PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_cur_scope->__pyx_v_key); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_key); - __Pyx_INCREF(__pyx_cur_scope->__pyx_v_name); - PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_cur_scope->__pyx_v_name); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_name); - __pyx_r = ((PyObject *)__pyx_t_6); - __pyx_t_6 = 0; - __Pyx_XGIVEREF(__pyx_t_1); - __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; - __Pyx_XGIVEREF(__pyx_t_2); - __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; - __pyx_cur_scope->__pyx_t_2 = __pyx_t_3; - __pyx_cur_scope->__pyx_t_3 = __pyx_t_4; - __pyx_cur_scope->__pyx_t_4 = __pyx_t_10; - __pyx_cur_scope->__pyx_t_5 = __pyx_t_11; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 2; - return __pyx_r; - __pyx_L16_resume_from_yield:; - __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; - __pyx_cur_scope->__pyx_t_0 = 0; - __Pyx_XGOTREF(__pyx_t_1); - __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - __pyx_cur_scope->__pyx_t_1 = 0; - __Pyx_XGOTREF(__pyx_t_2); - __pyx_t_3 = __pyx_cur_scope->__pyx_t_2; - __pyx_t_4 = __pyx_cur_scope->__pyx_t_3; - __pyx_t_10 = __pyx_cur_scope->__pyx_t_4; - __pyx_t_11 = __pyx_cur_scope->__pyx_t_5; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - goto __pyx_L8; - } - /*else*/ { + __pyx_v_stats->metric = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_y)->metric; - /* "_cdec.pyx":36 - * yield key, name - * else: - * yield key, bytes(value) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":10 + * stats.stats = new mteval.SufficientStats() + * stats.metric = ( y).metric + * return stats # <<<<<<<<<<<<<< * - * cdef class Decoder: + * cdef class Candidate: */ - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(__pyx_cur_scope->__pyx_v_value); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_value); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_value); - __pyx_t_6 = PyObject_Call(((PyObject *)((PyObject*)(&PyBytes_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(__pyx_cur_scope->__pyx_v_key); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_key); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_key); - PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_6); - __Pyx_GIVEREF(__pyx_t_6); - __pyx_t_6 = 0; - __pyx_r = ((PyObject *)__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XGIVEREF(__pyx_t_1); - __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; - __pyx_cur_scope->__pyx_t_2 = __pyx_t_3; - __pyx_cur_scope->__pyx_t_3 = __pyx_t_4; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 3; - return __pyx_r; - __pyx_L17_resume_from_yield:; - __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; - __pyx_cur_scope->__pyx_t_0 = 0; - __Pyx_XGOTREF(__pyx_t_1); - __pyx_t_3 = __pyx_cur_scope->__pyx_t_2; - __pyx_t_4 = __pyx_cur_scope->__pyx_t_3; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_L8:; + __Pyx_XDECREF(((PyObject *)__pyx_r)); + __Pyx_INCREF(((PyObject *)__pyx_v_stats)); + __pyx_r = __pyx_v_stats; + goto __pyx_L0; + goto __pyx_L3; } - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - PyErr_SetNone(PyExc_StopIteration); + __pyx_L3:; + + __pyx_r = ((struct __pyx_obj_5_cdec_SufficientStats *)Py_None); __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_12); - __Pyx_AddTraceback("_make_config", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.as_stats", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; + __Pyx_XDECREF((PyObject *)__pyx_v_stats); + __Pyx_XGIVEREF((PyObject *)__pyx_r); __Pyx_RefNannyFinishContext(); - return NULL; + return __pyx_r; } /* Python wrapper */ -static int __pyx_pw_5_cdec_7Decoder_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -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; +static PyObject *__pyx_pw_5_cdec_9Candidate_5words_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_9Candidate_5words_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); - __pyx_v_config = PyDict_New(); if (unlikely(!__pyx_v_config)) return -1; - __Pyx_GOTREF(__pyx_v_config); - { - PyObject* values[1] = {0}; + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_9Candidate_5words___get__(((struct __pyx_obj_5_cdec_Candidate *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "_cdec.pyx":42 - * cdef DenseVector weights +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":17 + * + * property words: + * def __get__(self): # <<<<<<<<<<<<<< + * return unicode(GetString(self.candidate.ewords).c_str(), encoding='utf8') * - * def __cinit__(self, config_str=None, **config): # <<<<<<<<<<<<<< - * """ Configuration can be given as a string: - * Decoder('formalism = scfg') - */ - values[0] = ((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 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__config_str); - if (value) { values[0] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, __pyx_v_config, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - 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_config_str = values[0]; - } - goto __pyx_L4_argument_unpacking_done; - __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_L3_error:; - __Pyx_CLEAR(__pyx_v_config); - __Pyx_AddTraceback("_cdec.Decoder.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __Pyx_RefNannyFinishContext(); - return -1; - __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_7Decoder___cinit__(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self), __pyx_v_config_str, __pyx_v_config); - __Pyx_XDECREF(__pyx_v_config); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} -static PyObject *__pyx_gb_5_cdec_7Decoder_9__cinit___2generator18(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ - -/* "_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) */ -static PyObject *__pyx_pf_5_cdec_7Decoder_9__cinit___genexpr(PyObject *__pyx_self) { - struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *__pyx_cur_scope; +static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + PyObject *__pyx_t_3 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("genexpr", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)__pyx_ptype_5_cdec___pyx_scope_struct_22_genexpr->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_22_genexpr, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return NULL; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *) __pyx_self; - __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_7Decoder_9__cinit___2generator18, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_cur_scope); - __Pyx_RefNannyFinishContext(); - return (PyObject *) gen; - } + __Pyx_RefNannySetupContext("__get__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":18 + * property words: + * def __get__(self): + * return unicode(GetString(self.candidate.ewords).c_str(), encoding='utf8') # <<<<<<<<<<<<<< + * + * property fmap: + */ + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = PyBytes_FromString(TD::GetString(__pyx_v_self->candidate->ewords).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 18; __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[5]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); + __pyx_t_1 = 0; + __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__encoding), ((PyObject *)__pyx_n_s__utf8)) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + __pyx_r = __pyx_t_3; + __pyx_t_3 = 0; + goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_AddTraceback("_cdec.Decoder.__cinit__.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("_cdec.Candidate.words.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_7Decoder_9__cinit___2generator18(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ -{ - struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)__pyx_generator->closure); - PyObject *__pyx_r = NULL; - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - Py_ssize_t __pyx_t_4; - PyObject *(*__pyx_t_5)(PyObject *); +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_9Candidate_4fmap_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_9Candidate_4fmap_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("None", 0); - switch (__pyx_generator->resume_label) { - case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L6_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[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_1 = __Pyx_GetName(__pyx_m, __pyx_n_s___make_config); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_config)) { __Pyx_RaiseClosureNameError("config"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __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 = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_config); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_outer_scope->__pyx_v_config); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_config); - __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_2), NULL); 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_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - if (PyList_CheckExact(__pyx_t_3) || PyTuple_CheckExact(__pyx_t_3)) { - __pyx_t_2 = __pyx_t_3; __Pyx_INCREF(__pyx_t_2); __pyx_t_4 = 0; - __pyx_t_5 = NULL; - } else { - __pyx_t_4 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_5 = Py_TYPE(__pyx_t_2)->tp_iternext; - } - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - for (;;) { - if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_2)) { - if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_2)) break; - __pyx_t_3 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; - } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_2)) { - if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_2)) break; - __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; - } else { - __pyx_t_3 = __pyx_t_5(__pyx_t_2); - if (unlikely(!__pyx_t_3)) { - if (PyErr_Occurred()) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - break; - } - __Pyx_GOTREF(__pyx_t_3); - } - __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_kv); - __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_kv); - __Pyx_GIVEREF(__pyx_t_3); - __pyx_cur_scope->__pyx_v_kv = __pyx_t_3; - __pyx_t_3 = 0; - __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_40), __pyx_cur_scope->__pyx_v_kv); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_3)); - __pyx_r = ((PyObject *)__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_XGIVEREF(__pyx_t_2); - __pyx_cur_scope->__pyx_t_0 = __pyx_t_2; - __pyx_cur_scope->__pyx_t_1 = __pyx_t_4; - __pyx_cur_scope->__pyx_t_2 = __pyx_t_5; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 1; - return __pyx_r; - __pyx_L6_resume_from_yield:; - __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; - __pyx_cur_scope->__pyx_t_0 = 0; - __Pyx_XGOTREF(__pyx_t_2); - __pyx_t_4 = __pyx_cur_scope->__pyx_t_1; - __pyx_t_5 = __pyx_cur_scope->__pyx_t_2; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - PyErr_SetNone(PyExc_StopIteration); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_9Candidate_4fmap___get__(((struct __pyx_obj_5_cdec_Candidate *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); - return NULL; + return __pyx_r; } -/* "_cdec.pyx":42 - * cdef DenseVector weights +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":21 * - * def __cinit__(self, config_str=None, **config): # <<<<<<<<<<<<<< - * """ Configuration can be given as a string: - * Decoder('formalism = scfg') + * property fmap: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef SparseVector fmap = SparseVector() + * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) */ -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) { - struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *__pyx_cur_scope; - PyObject *__pyx_v_formalism = NULL; - std::istringstream *__pyx_v_config_stream; - int __pyx_r; +static PyObject *__pyx_pf_5_cdec_9Candidate_4fmap___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self) { + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap = 0; + PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - int __pyx_t_1; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - int __pyx_t_5; - PyObject *__pyx_t_6 = NULL; - char *__pyx_t_7; + PyObject *__pyx_t_1 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__cinit__", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)__pyx_ptype_5_cdec___pyx_scope_struct_21___cinit__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_21___cinit__, __pyx_empty_tuple, NULL); - if (unlikely(!__pyx_cur_scope)) { - __Pyx_RefNannyFinishContext(); - return -1; - } - __Pyx_GOTREF(__pyx_cur_scope); - __pyx_cur_scope->__pyx_v_config = __pyx_v_config; - __Pyx_INCREF(__pyx_cur_scope->__pyx_v_config); - __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_config); - __Pyx_INCREF(__pyx_v_config_str); + __Pyx_RefNannySetupContext("__get__", 0); - /* "_cdec.pyx":48 - * Decoder(formalism='scfg') - * """ - * if config_str is None: # <<<<<<<<<<<<<< - * formalism = config.get('formalism', None) - * if formalism not in ('scfg', 'fst', 'lextrans', 'pb', + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":22 + * property fmap: + * def __get__(self): + * cdef SparseVector fmap = SparseVector() # <<<<<<<<<<<<<< + * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) + * return fmap */ - __pyx_t_1 = (__pyx_v_config_str == Py_None); - if (__pyx_t_1) { + __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_GOTREF(__pyx_t_1); + __pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); + __pyx_t_1 = 0; - /* "_cdec.pyx":49 - * """ - * if config_str is None: - * formalism = config.get('formalism', None) # <<<<<<<<<<<<<< - * if formalism not in ('scfg', 'fst', 'lextrans', 'pb', - * 'csplit', 'tagger', 'lexalign'): + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":23 + * def __get__(self): + * cdef SparseVector fmap = SparseVector() + * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) # <<<<<<<<<<<<<< + * return fmap + * */ - __pyx_t_2 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_config, __pyx_n_s__get); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_41), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __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; - __pyx_t_3 = 0; + __pyx_v_fmap->vector = new FastSparseVector(__pyx_v_self->candidate->fmap); - /* "_cdec.pyx":50 - * 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) - */ - __Pyx_INCREF(__pyx_v_formalism); - __pyx_t_3 = __pyx_v_formalism; - __pyx_t_1 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__scfg), Py_NE); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (((int)__pyx_t_1)) { - __pyx_t_4 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__fst), Py_NE); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_5 = ((int)__pyx_t_4); - } else { - __pyx_t_5 = ((int)__pyx_t_1); - } - if (__pyx_t_5) { - __pyx_t_1 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__lextrans), Py_NE); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_4 = ((int)__pyx_t_1); - } else { - __pyx_t_4 = __pyx_t_5; - } - if (__pyx_t_4) { - __pyx_t_5 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__pb), Py_NE); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_1 = ((int)__pyx_t_5); - } else { - __pyx_t_1 = __pyx_t_4; - } - if (__pyx_t_1) { - __pyx_t_4 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__csplit), Py_NE); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_5 = ((int)__pyx_t_4); - } else { - __pyx_t_5 = __pyx_t_1; - } - if (__pyx_t_5) { - __pyx_t_1 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__tagger), Py_NE); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_4 = ((int)__pyx_t_1); - } else { - __pyx_t_4 = __pyx_t_5; - } - if (__pyx_t_4) { - __pyx_t_5 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__lexalign), Py_NE); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_1 = ((int)__pyx_t_5); - } else { - __pyx_t_1 = __pyx_t_4; - } - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_4 = __pyx_t_1; - if (__pyx_t_4) { - - /* "_cdec.pyx":52 - * 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) + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":24 + * cdef SparseVector fmap = SparseVector() + * fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) + * return fmap # <<<<<<<<<<<<<< + * + * cdef class SufficientStats: */ - __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__InvalidConfig); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_42), __pyx_v_formalism); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __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 = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_2)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_2)); - __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __Pyx_Raise(__pyx_t_2, 0, 0, 0); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - goto __pyx_L4; - } - __pyx_L4:; + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_fmap)); + __pyx_r = ((PyObject *)__pyx_v_fmap); + goto __pyx_L0; - /* "_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) - */ - __pyx_t_2 = PyObject_GetAttr(((PyObject *)__pyx_kp_s_35), __pyx_n_s__join); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_6 = __pyx_pf_5_cdec_7Decoder_9__cinit___genexpr(((PyObject*)__pyx_cur_scope)); 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); - __pyx_t_3 = PyTuple_New(1); 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); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_6); - __Pyx_GIVEREF(__pyx_t_6); - __pyx_t_6 = 0; - __pyx_t_6 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_3), NULL); 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); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_v_config_str); - __pyx_v_config_str = __pyx_t_6; - __pyx_t_6 = 0; - goto __pyx_L3; - } - __pyx_L3:; + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_AddTraceback("_cdec.Candidate.fmap.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XDECREF((PyObject *)__pyx_v_fmap); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "_cdec.pyx":54 - * 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 - */ - __pyx_t_7 = PyBytes_AsString(__pyx_v_config_str); if (unlikely((!__pyx_t_7) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_config_stream = new std::istringstream(__pyx_t_7); +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_9Candidate_5score_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_9Candidate_5score_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_9Candidate_5score___get__(((struct __pyx_obj_5_cdec_Candidate *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "_cdec.pyx":55 - * 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() +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":14 + * cdef class Candidate: + * cdef mteval.Candidate* candidate + * cdef public float score # <<<<<<<<<<<<<< + * + * property words: */ - __pyx_v_self->dec = new Decoder(__pyx_v_config_stream); - /* "_cdec.pyx":56 - * cdef istringstream* config_stream = new istringstream(config_str) - * self.dec = new decoder.Decoder(config_stream) - * del config_stream # <<<<<<<<<<<<<< - * self.weights = DenseVector() - * self.weights.vector = &self.dec.CurrentWeightVector() - */ - delete __pyx_v_config_stream; +static PyObject *__pyx_pf_5_cdec_9Candidate_5score___get__(struct __pyx_obj_5_cdec_Candidate *__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 = PyFloat_FromDouble(__pyx_v_self->score); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_r = __pyx_t_1; + __pyx_t_1 = 0; + goto __pyx_L0; - /* "_cdec.pyx":57 - * self.dec = new decoder.Decoder(config_stream) - * del config_stream - * self.weights = DenseVector() # <<<<<<<<<<<<<< - * self.weights.vector = &self.dec.CurrentWeightVector() - * - */ - __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 = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GIVEREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_v_self->weights); - __Pyx_DECREF(((PyObject *)__pyx_v_self->weights)); - __pyx_v_self->weights = ((struct __pyx_obj_5_cdec_DenseVector *)__pyx_t_6); - __pyx_t_6 = 0; + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_AddTraceback("_cdec.Candidate.score.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "_cdec.pyx":58 - * del config_stream - * self.weights = DenseVector() - * self.weights.vector = &self.dec.CurrentWeightVector() # <<<<<<<<<<<<<< - * - * def __dealloc__(self): - */ - __pyx_v_self->weights->vector = (&__pyx_v_self->dec->CurrentWeightVector()); +/* Python wrapper */ +static int __pyx_pw_5_cdec_9Candidate_5score_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/ +static int __pyx_pw_5_cdec_9Candidate_5score_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) { + int __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_9Candidate_5score_2__set__(((struct __pyx_obj_5_cdec_Candidate *)__pyx_v_self), ((PyObject *)__pyx_v_value)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +static int __pyx_pf_5_cdec_9Candidate_5score_2__set__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self, PyObject *__pyx_v_value) { + int __pyx_r; + __Pyx_RefNannyDeclarations + float __pyx_t_1; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__set__", 0); + __pyx_t_1 = __pyx_PyFloat_AsFloat(__pyx_v_value); if (unlikely((__pyx_t_1 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->score = __pyx_t_1; __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_AddTraceback("_cdec.Decoder.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.Candidate.score.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = -1; __pyx_L0:; - __Pyx_XDECREF(__pyx_v_formalism); - __Pyx_XDECREF(__pyx_v_config_str); - __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static void __pyx_pw_5_cdec_7Decoder_3__dealloc__(PyObject *__pyx_v_self); /*proto*/ -static void __pyx_pw_5_cdec_7Decoder_3__dealloc__(PyObject *__pyx_v_self) { +static void __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(PyObject *__pyx_v_self); /*proto*/ +static void __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(PyObject *__pyx_v_self) { __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); - __pyx_pf_5_cdec_7Decoder_2__dealloc__(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self)); + __pyx_pf_5_cdec_15SufficientStats___dealloc__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); } -/* "_cdec.pyx":60 - * self.weights.vector = &self.dec.CurrentWeightVector() +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":30 + * cdef mteval.EvaluationMetric* metric * * def __dealloc__(self): # <<<<<<<<<<<<<< - * del self.dec + * del self.stats * */ -static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self) { +static void __pyx_pf_5_cdec_15SufficientStats___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self) { __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "_cdec.pyx":61 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":31 * * def __dealloc__(self): - * del self.dec # <<<<<<<<<<<<<< + * del self.stats # <<<<<<<<<<<<<< * - * property weights: + * property score: */ - delete __pyx_v_self->dec; + delete __pyx_v_self->stats; __Pyx_RefNannyFinishContext(); } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_7Decoder_7weights_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_7Decoder_7weights_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_15SufficientStats_5score_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_15SufficientStats_5score_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_7Decoder_7weights___get__(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_15SufficientStats_5score___get__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "_cdec.pyx":64 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":34 * - * property weights: + * property score: * def __get__(self): # <<<<<<<<<<<<<< - * return self.weights + * return self.metric.ComputeScore(self.stats[0]) * */ -static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_15SufficientStats_5score___get__(struct __pyx_obj_5_cdec_SufficientStats *__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); - /* "_cdec.pyx":65 - * property weights: + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":35 + * property score: * def __get__(self): - * return self.weights # <<<<<<<<<<<<<< + * return self.metric.ComputeScore(self.stats[0]) # <<<<<<<<<<<<<< * - * def __set__(self, weights): + * property detail: */ __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_self->weights)); - __pyx_r = ((PyObject *)__pyx_v_self->weights); - goto __pyx_L0; + __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->metric->ComputeScore((__pyx_v_self->stats[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 35; __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_1); + __Pyx_AddTraceback("_cdec.SufficientStats.score.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; __pyx_L0:; __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); @@ -13035,683 +12961,453 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cd } /* Python wrapper */ -static int __pyx_pw_5_cdec_7Decoder_7weights_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_weights); /*proto*/ -static int __pyx_pw_5_cdec_7Decoder_7weights_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_weights) { - int __pyx_r; +static PyObject *__pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_7Decoder_7weights_2__set__(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self), ((PyObject *)__pyx_v_weights)); + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_15SufficientStats_6detail___get__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "_cdec.pyx":67 - * return self.weights +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":38 + * + * property detail: + * def __get__(self): # <<<<<<<<<<<<<< + * return self.metric.DetailedScore(self.stats[0]).c_str() * - * def __set__(self, weights): # <<<<<<<<<<<<<< - * if isinstance(weights, DenseVector): - * self.weights.vector[0] = ( weights).vector[0] */ -static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights) { - PyObject *__pyx_v_fname = NULL; - PyObject *__pyx_v_fval = NULL; - int __pyx_r; +static PyObject *__pyx_pf_5_cdec_15SufficientStats_6detail___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self) { + PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - Py_ssize_t __pyx_t_4; - PyObject *(*__pyx_t_5)(PyObject *); - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - PyObject *(*__pyx_t_9)(PyObject *); int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__set__", 0); - - /* "_cdec.pyx":68 - * - * def __set__(self, weights): - * if isinstance(weights, DenseVector): # <<<<<<<<<<<<<< - * self.weights.vector[0] = ( weights).vector[0] - * elif isinstance(weights, SparseVector): - */ - __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_DenseVector)); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_weights, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { - - /* "_cdec.pyx":69 - * def __set__(self, weights): - * if isinstance(weights, DenseVector): - * self.weights.vector[0] = ( weights).vector[0] # <<<<<<<<<<<<<< - * elif isinstance(weights, SparseVector): - * self.weights.vector.clear() - */ - (__pyx_v_self->weights->vector[0]) = (((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_weights)->vector[0]); - goto __pyx_L3; - } - - /* "_cdec.pyx":70 - * 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) - */ - __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_weights, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { - - /* "_cdec.pyx":71 - * 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): - */ - __pyx_v_self->weights->vector->clear(); - - /* "_cdec.pyx":72 - * 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(): - */ - (((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_weights)->vector[0]).init_vector(__pyx_v_self->weights->vector); - goto __pyx_L3; - } - - /* "_cdec.pyx":73 - * 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 - */ - __pyx_t_1 = ((PyObject *)((PyObject*)(&PyDict_Type))); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_weights, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { - - /* "_cdec.pyx":74 - * (( weights).vector[0]).init_vector(self.weights.vector) - * elif isinstance(weights, dict): - * 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 = 74; __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 = 74; __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 = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = Py_TYPE(__pyx_t_1)->tp_iternext; - } - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - for (;;) { - if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_1)) { - if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_1)) break; - __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; - } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_1)) { - if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_1)) break; - __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; - } 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 = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - break; - } - __Pyx_GOTREF(__pyx_t_3); - } - if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) { - PyObject* sequence = __pyx_t_3; - 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 = 74; __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 = 74; __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); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - } 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 = 74; __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; - index = 0; __pyx_t_6 = __pyx_t_9(__pyx_t_8); if (unlikely(!__pyx_t_6)) goto __pyx_L6_unpacking_failed; - __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 = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __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 = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_L7_unpacking_done:; - } - __Pyx_XDECREF(__pyx_v_fname); - __pyx_v_fname = __pyx_t_6; - __pyx_t_6 = 0; - __Pyx_XDECREF(__pyx_v_fval); - __pyx_v_fval = __pyx_t_7; - __pyx_t_7 = 0; - - /* "_cdec.pyx":75 - * elif isinstance(weights, dict): - * 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 = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - goto __pyx_L3; - } - /*else*/ { + __Pyx_RefNannySetupContext("__get__", 0); - /* "_cdec.pyx":77 - * self.weights[fname] = fval - * else: - * raise TypeError('cannot initialize weights with %s' % type(weights)) # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":39 + * property detail: + * def __get__(self): + * return self.metric.DetailedScore(self.stats[0]).c_str() # <<<<<<<<<<<<<< * - * property formalism: + * def __len__(self): */ - __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_43), ((PyObject *)Py_TYPE(__pyx_v_weights))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __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 = 77; __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 = 77; __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 = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_L3:; + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = PyBytes_FromString(__pyx_v_self->metric->DetailedScore((__pyx_v_self->stats[0])).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 39; __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 = 0; + __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_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback("_cdec.Decoder.weights.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; + __Pyx_AddTraceback("_cdec.SufficientStats.detail.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF(__pyx_v_fname); - __Pyx_XDECREF(__pyx_v_fval); + __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_7Decoder_9formalism_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_7Decoder_9formalism_1__get__(PyObject *__pyx_v_self) { - PyObject *__pyx_r = 0; +static Py_ssize_t __pyx_pw_5_cdec_15SufficientStats_3__len__(PyObject *__pyx_v_self); /*proto*/ +static Py_ssize_t __pyx_pw_5_cdec_15SufficientStats_3__len__(PyObject *__pyx_v_self) { + Py_ssize_t __pyx_r; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_7Decoder_9formalism___get__(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self)); + __Pyx_RefNannySetupContext("__len__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_15SufficientStats_2__len__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "_cdec.pyx":80 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":41 + * return self.metric.DetailedScore(self.stats[0]).c_str() * - * property formalism: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef variables_map* conf = &self.dec.GetConf() - * return conf[0]['formalism'].as_str().c_str() - */ + * def __len__(self): # <<<<<<<<<<<<<< + * return self.stats.size() + * + */ -static PyObject *__pyx_pf_5_cdec_7Decoder_9formalism___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self) { - const boost::program_options::variables_map *__pyx_v_conf; - PyObject *__pyx_r = NULL; +static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self) { + Py_ssize_t __pyx_r; __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_RefNannySetupContext("__len__", 0); - /* "_cdec.pyx":81 - * property formalism: - * def __get__(self): - * cdef variables_map* conf = &self.dec.GetConf() # <<<<<<<<<<<<<< - * return conf[0]['formalism'].as_str().c_str() + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":42 * - */ - __pyx_v_conf = (&__pyx_v_self->dec->GetConf()); - - /* "_cdec.pyx":82 - * def __get__(self): - * cdef variables_map* conf = &self.dec.GetConf() - * return conf[0]['formalism'].as_str().c_str() # <<<<<<<<<<<<<< + * def __len__(self): + * return self.stats.size() # <<<<<<<<<<<<<< * - * def read_weights(self, weights): + * def __iter__(self): */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(((__pyx_v_conf[0])[__pyx_k__formalism]).as().c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_r = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; + __pyx_r = __pyx_v_self->stats->size(); 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.Decoder.formalism.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; + __pyx_r = 0; __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } +static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator14(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_7Decoder_5read_weights(PyObject *__pyx_v_self, PyObject *__pyx_v_weights); /*proto*/ -static PyObject *__pyx_pw_5_cdec_7Decoder_5read_weights(PyObject *__pyx_v_self, PyObject *__pyx_v_weights) { +static PyObject *__pyx_pw_5_cdec_15SufficientStats_5__iter__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_15SufficientStats_5__iter__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("read_weights (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_7Decoder_4read_weights(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self), ((PyObject *)__pyx_v_weights)); + __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_15SufficientStats_4__iter__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "_cdec.pyx":84 - * return conf[0]['formalism'].as_str().c_str() +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":44 + * return self.stats.size() * - * def read_weights(self, weights): # <<<<<<<<<<<<<< - * with open(weights) as fp: - * for line in fp: + * def __iter__(self): # <<<<<<<<<<<<<< + * for i in range(len(self)): + * yield self.stats[0][i] */ -static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights) { - PyObject *__pyx_v_fp = NULL; - PyObject *__pyx_v_line = NULL; - PyObject *__pyx_v_fname = NULL; - PyObject *__pyx_v_value = NULL; +static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - Py_ssize_t __pyx_t_8; - PyObject *(*__pyx_t_9)(PyObject *); - int __pyx_t_10; - PyObject *__pyx_t_11 = NULL; - PyObject *__pyx_t_12 = NULL; - PyObject *(*__pyx_t_13)(PyObject *); - double __pyx_t_14; - PyObject *__pyx_t_15 = NULL; - int __pyx_t_16; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("read_weights", 0); + __Pyx_RefNannySetupContext("__iter__", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *)__pyx_ptype_5_cdec___pyx_scope_struct_20___iter__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_20___iter__, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_self = __pyx_v_self; + __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_15SufficientStats_6generator14, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; + } + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.SufficientStats.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator14(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +{ + struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *)__pyx_generator->closure); + PyObject *__pyx_r = NULL; + Py_ssize_t __pyx_t_1; + 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) { + case 0: goto __pyx_L3_first_run; + case 1: goto __pyx_L6_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[5]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "_cdec.pyx":85 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":45 + * + * def __iter__(self): + * for i in range(len(self)): # <<<<<<<<<<<<<< + * yield self.stats[0][i] * - * def read_weights(self, weights): - * with open(weights) as fp: # <<<<<<<<<<<<<< - * for line in fp: - * if line.strip().startswith('#'): continue */ - /*with:*/ { - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 85; __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 = 85; __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 = 85; __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 = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __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_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __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[5]; __pyx_lineno = 45; __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 = 85; __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 = 85; __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; - /*try:*/ { - { - __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7); - __Pyx_XGOTREF(__pyx_t_5); - __Pyx_XGOTREF(__pyx_t_6); - __Pyx_XGOTREF(__pyx_t_7); - /*try:*/ { - __Pyx_INCREF(__pyx_t_4); - __pyx_v_fp = __pyx_t_4; - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - - /* "_cdec.pyx":86 - * def read_weights(self, weights): - * with open(weights) as fp: - * for line in fp: # <<<<<<<<<<<<<< - * if line.strip().startswith('#'): continue - * fname, value = line.split() - */ - if (PyList_CheckExact(__pyx_v_fp) || PyTuple_CheckExact(__pyx_v_fp)) { - __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 = 86; __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; - __pyx_t_2 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; - } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_4)) { - if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_4)) break; - __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; - } 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 = 86; __pyx_clineno = __LINE__; goto __pyx_L7_error;} - } - break; - } - __Pyx_GOTREF(__pyx_t_2); - } - __Pyx_XDECREF(__pyx_v_line); - __pyx_v_line = __pyx_t_2; - __pyx_t_2 = 0; + __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext; + } + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + for (;;) { + if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_3)) { + if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_3)) break; + __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_2); __pyx_t_1++; + } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_3)) { + if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_3)) break; + __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_2); __pyx_t_1++; + } else { + __pyx_t_2 = __pyx_t_4(__pyx_t_3); + if (unlikely(!__pyx_t_2)) { + if (PyErr_Occurred()) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); + else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + break; + } + __Pyx_GOTREF(__pyx_t_2); + } + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_i); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_i); + __Pyx_GIVEREF(__pyx_t_2); + __pyx_cur_scope->__pyx_v_i = __pyx_t_2; + __pyx_t_2 = 0; - /* "_cdec.pyx":87 - * with open(weights) as fp: - * for line in fp: - * if line.strip().startswith('#'): continue # <<<<<<<<<<<<<< - * fname, value = line.split() - * self.weights[fname.strip()] = float(value) + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":46 + * def __iter__(self): + * for i in range(len(self)): + * yield self.stats[0][i] # <<<<<<<<<<<<<< + * + * def __iadd__(SufficientStats self, SufficientStats other): */ - __pyx_t_2 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__strip); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 87; __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 = 87; __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 = 87; __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_45), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 87; __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 = 87; __pyx_clineno = __LINE__; goto __pyx_L7_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_10) { - goto __pyx_L16_continue; - goto __pyx_L18; - } - __pyx_L18:; + __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_GOTREF(__pyx_t_2); + __pyx_r = __pyx_t_2; + __pyx_t_2 = 0; + __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; + __Pyx_XGIVEREF(__pyx_t_3); + __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; + __pyx_cur_scope->__pyx_t_2 = __pyx_t_4; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L6_resume_from_yield:; + __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; + __pyx_t_3 = __pyx_cur_scope->__pyx_t_1; + __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[5]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + PyErr_SetNone(PyExc_StopIteration); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_L0:; + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; + __Pyx_RefNannyFinishContext(); + return NULL; +} - /* "_cdec.pyx":88 - * for line in fp: - * if line.strip().startswith('#'): continue - * fname, value = line.split() # <<<<<<<<<<<<<< - * self.weights[fname.strip()] = float(value) +/* 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) { + 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)); + goto __pyx_L0; + __pyx_L1_error:; + __pyx_r = NULL; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":48 + * yield self.stats[0][i] * + * def __iadd__(SufficientStats self, SufficientStats other): # <<<<<<<<<<<<<< + * self.stats[0] += other.stats[0] + * return self */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__split); 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_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); 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; - if ((likely(PyTuple_CheckExact(__pyx_t_2))) || (PyList_CheckExact(__pyx_t_2))) { - PyObject* sequence = __pyx_t_2; - 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 = 88; __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 = 88; __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); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - } 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 = 88; __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; - index = 0; __pyx_t_1 = __pyx_t_13(__pyx_t_12); if (unlikely(!__pyx_t_1)) goto __pyx_L19_unpacking_failed; - __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 = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;} - __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 = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;} - __pyx_L20_unpacking_done:; - } - __Pyx_XDECREF(__pyx_v_fname); - __pyx_v_fname = __pyx_t_1; - __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_v_value); - __pyx_v_value = __pyx_t_11; - __pyx_t_11 = 0; - /* "_cdec.pyx":89 - * if line.strip().startswith('#'): continue - * fname, value = line.split() - * self.weights[fname.strip()] = float(value) # <<<<<<<<<<<<<< +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) { + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__iadd__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":49 + * + * def __iadd__(SufficientStats self, SufficientStats other): + * self.stats[0] += other.stats[0] # <<<<<<<<<<<<<< + * return self * - * 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 = 89; __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 = 89; __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 = 89; __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 = 89; __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 = 89; __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:; - } - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - } - __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; - __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0; - __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0; - goto __pyx_L14_try_end; - __pyx_L7_error:; - __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0; - __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0; - __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; + (__pyx_v_self->stats[0]) += (__pyx_v_other->stats[0]); - /* "_cdec.pyx":85 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":50 + * def __iadd__(SufficientStats self, SufficientStats other): + * self.stats[0] += other.stats[0] + * return self # <<<<<<<<<<<<<< * - * def read_weights(self, weights): - * with open(weights) as fp: # <<<<<<<<<<<<<< - * for line in fp: - * if line.strip().startswith('#'): continue + * def __add__(x, y): */ - /*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 = 85; __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 = 85; __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); - __Pyx_GIVEREF(__pyx_t_4); - __Pyx_INCREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_2); - __Pyx_INCREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_11, 2, __pyx_t_1); - __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 = 85; __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 = 85; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} - __pyx_t_16 = (!__pyx_t_10); - if (__pyx_t_16) { - __Pyx_GIVEREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_2); - __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 = 85; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} - goto __pyx_L23; - } - __pyx_L23:; - __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0; - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - goto __pyx_L8_exception_handled; - } - __pyx_L9_except_error:; - __Pyx_XGIVEREF(__pyx_t_5); - __Pyx_XGIVEREF(__pyx_t_6); - __Pyx_XGIVEREF(__pyx_t_7); - __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7); - goto __pyx_L1_error; - __pyx_L8_exception_handled:; - __Pyx_XGIVEREF(__pyx_t_5); - __Pyx_XGIVEREF(__pyx_t_6); - __Pyx_XGIVEREF(__pyx_t_7); - __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7); - __pyx_L14_try_end:; - } - } - /*finally:*/ { - if (__pyx_t_3) { - __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_46, NULL); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 85; __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 = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - } - goto __pyx_L24; - __pyx_L3_error:; - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - goto __pyx_L1_error; - __pyx_L24:; - } + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_self)); + __pyx_r = ((PyObject *)__pyx_v_self); + goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_11); - __Pyx_XDECREF(__pyx_t_12); - __Pyx_AddTraceback("_cdec.Decoder.read_weights", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF(__pyx_v_fp); - __Pyx_XDECREF(__pyx_v_line); - __Pyx_XDECREF(__pyx_v_fname); - __Pyx_XDECREF(__pyx_v_value); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -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}; +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) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("translate (wrapper)", 0); - { - PyObject* values[2] = {0,0}; + __Pyx_RefNannySetupContext("__add__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_15SufficientStats_9__add__(((PyObject *)__pyx_v_x), ((PyObject *)__pyx_v_y)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} - /* "_cdec.pyx":91 - * self.weights[fname.strip()] = float(value) +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":52 + * return self * - * def translate(self, sentence, grammar=None): # <<<<<<<<<<<<<< - * if isinstance(sentence, unicode): - * inp = sentence.strip().encode('utf8') - */ - values[1] = ((PyObject *)Py_None); + * 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__(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 + PyObject *__pyx_t_1 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__add__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":53 + * + * 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_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 + * 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_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 + * 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_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 + * 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 + * return result + */ + __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 + * cdef SufficientStats result = SufficientStats() + * 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_sx->metric; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":58 + * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) + * result.metric = sx.metric + * return result # <<<<<<<<<<<<<< + * + * cdef class CandidateSet: + */ + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_result)); + __pyx_r = ((PyObject *)__pyx_v_result); + 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.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(); + return __pyx_r; +} + +/* Python wrapper */ +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); + { + 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 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); case 0: break; default: goto __pyx_L5_argtuple_error; @@ -13719,331 +13415,4591 @@ 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); + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__evaluator); if (likely(values[0])) kw_args--; else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__grammar); - if (value) { values[1] = value; kw_args--; } - } } 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 = 91; __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 = 65; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } + } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { + goto __pyx_L5_argtuple_error; } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); } - __pyx_v_sentence = values[0]; - __pyx_v_grammar = values[1]; + __pyx_v_evaluator = ((struct __pyx_obj_5_cdec_SegmentEvaluator *)values[0]); } 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 = 91; __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 = 65; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; - __Pyx_AddTraceback("_cdec.Decoder.translate", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("_cdec.CandidateSet.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); - return NULL; + return -1; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_7Decoder_6translate(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self), __pyx_v_sentence, __pyx_v_grammar); + 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;} + __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:; + __pyx_r = -1; + __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } -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) { - PyObject *__pyx_v_inp = NULL; - BasicObserver __pyx_v_observer; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hg = 0; - PyObject *__pyx_r = NULL; +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65 + * cdef mteval.CandidateSet* cs + * + * def __cinit__(self, SegmentEvaluator evaluator): # <<<<<<<<<<<<<< + * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) + * self.metric = evaluator.metric + */ + +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) { + int __pyx_r; __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - char *__pyx_t_4; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("translate", 0); + __Pyx_RefNannySetupContext("__cinit__", 0); - /* "_cdec.pyx":92 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":66 * - * def translate(self, sentence, grammar=None): - * if isinstance(sentence, unicode): # <<<<<<<<<<<<<< - * inp = sentence.strip().encode('utf8') - * elif isinstance(sentence, str): + * def __cinit__(self, SegmentEvaluator evaluator): + * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) # <<<<<<<<<<<<<< + * self.metric = evaluator.metric + * self.cs = new mteval.CandidateSet() */ - __pyx_t_1 = ((PyObject *)((PyObject*)(&PyUnicode_Type))); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_sentence, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { + __pyx_v_self->scorer = new boost::shared_ptr((__pyx_v_evaluator->scorer[0])); - /* "_cdec.pyx":93 - * def translate(self, sentence, grammar=None): - * if isinstance(sentence, unicode): - * inp = sentence.strip().encode('utf8') # <<<<<<<<<<<<<< - * elif isinstance(sentence, str): - * inp = sentence.strip() + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":67 + * def __cinit__(self, SegmentEvaluator evaluator): + * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) + * self.metric = evaluator.metric # <<<<<<<<<<<<<< + * self.cs = new mteval.CandidateSet() + * */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __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 = 93; __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 = 93; __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_47), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __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; - __pyx_t_3 = 0; - goto __pyx_L3; - } + __pyx_v_self->metric = __pyx_v_evaluator->metric; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":68 + * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) + * self.metric = evaluator.metric + * self.cs = new mteval.CandidateSet() # <<<<<<<<<<<<<< + * + * def __dealloc__(self): + */ + __pyx_v_self->cs = new training::CandidateSet(); + + __pyx_r = 0; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +static void __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(PyObject *__pyx_v_self); /*proto*/ +static void __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(PyObject *__pyx_v_self) { + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); + __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70 + * self.cs = new mteval.CandidateSet() + * + * def __dealloc__(self): # <<<<<<<<<<<<<< + * del self.scorer + * del self.cs + */ + +static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self) { + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__dealloc__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":71 + * + * def __dealloc__(self): + * del self.scorer # <<<<<<<<<<<<<< + * del self.cs + * + */ + delete __pyx_v_self->scorer; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":72 + * def __dealloc__(self): + * del self.scorer + * del self.cs # <<<<<<<<<<<<<< + * + * def __len__(self): + */ + delete __pyx_v_self->cs; + + __Pyx_RefNannyFinishContext(); +} + +/* Python wrapper */ +static Py_ssize_t __pyx_pw_5_cdec_12CandidateSet_5__len__(PyObject *__pyx_v_self); /*proto*/ +static Py_ssize_t __pyx_pw_5_cdec_12CandidateSet_5__len__(PyObject *__pyx_v_self) { + Py_ssize_t __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__len__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_12CandidateSet_4__len__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":74 + * del self.cs + * + * def __len__(self): # <<<<<<<<<<<<<< + * return self.cs.size() + * + */ + +static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self) { + Py_ssize_t __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__len__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75 + * + * def __len__(self): + * return self.cs.size() # <<<<<<<<<<<<<< + * + * def __getitem__(self,int k): + */ + __pyx_r = __pyx_v_self->cs->size(); + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* 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) { + int __pyx_v_k; + PyObject *__pyx_r = 0; + __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;} + } + goto __pyx_L4_argument_unpacking_done; + __pyx_L3_error:; + __Pyx_AddTraceback("_cdec.CandidateSet.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __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), ((int)__pyx_v_k)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":77 + * return self.cs.size() + * + * 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, int __pyx_v_k) { + struct __pyx_obj_5_cdec_Candidate *__pyx_v_candidate = 0; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + 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; + __Pyx_RefNannySetupContext("__getitem__", 0); + + /* "/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() + */ + __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":79 + * 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_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;} + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80 + * 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_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 + * 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) + * return candidate + */ + __pyx_v_candidate->candidate = (&((__pyx_v_self->cs[0])[__pyx_v_k])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 + * cdef Candidate candidate = Candidate() + * candidate.candidate = &self.cs[0][k] + * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) # <<<<<<<<<<<<<< + * return candidate + * + */ + __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 + * candidate.candidate = &self.cs[0][k] + * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) + * return candidate # <<<<<<<<<<<<<< + * + * def __iter__(self): + */ + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_candidate)); + __pyx_r = ((PyObject *)__pyx_v_candidate); + goto __pyx_L0; + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("_cdec.CandidateSet.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XDECREF((PyObject *)__pyx_v_candidate); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} +static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator15(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_12CandidateSet_9__iter__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_12CandidateSet_9__iter__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_12CandidateSet_8__iter__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 + * return candidate + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): + */ + +static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *__pyx_cur_scope; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__iter__", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *)__pyx_ptype_5_cdec___pyx_scope_struct_21___iter__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_21___iter__, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_self = __pyx_v_self; + __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_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; + } + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.CandidateSet.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator15(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +{ + struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *)__pyx_generator->closure); + PyObject *__pyx_r = NULL; + Py_ssize_t __pyx_t_1; + unsigned int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + case 1: goto __pyx_L6_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[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87 + * 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;} + 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 + * 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[5]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_r = __pyx_t_3; + __pyx_t_3 = 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_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[5]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + PyErr_SetNone(PyExc_StopIteration); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_L0:; + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; + __Pyx_RefNannyFinishContext(); + return NULL; +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ +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); + { + PyObject* values[2] = {0,0}; + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); + switch (pos_args) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + 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--; + else goto __pyx_L5_argtuple_error; + case 1: + 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;} + } + } + 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;} + } + } 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_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[5]; __pyx_lineno = 90; __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[5]; __pyx_lineno = 90; __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;} + __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:; + __pyx_r = NULL; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 + * yield self[i] + * + * def add_kbest(self, Hypergraph hypergraph, unsigned k): # <<<<<<<<<<<<<< + * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) + * + */ + +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) { + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("add_kbest", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":91 + * + * def add_kbest(self, Hypergraph hypergraph, unsigned k): + * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) # <<<<<<<<<<<<<< + * + * cdef class SegmentEvaluator: + */ + __pyx_v_self->cs->AddKBestCandidates((__pyx_v_hypergraph->hg[0]), __pyx_v_k, __pyx_v_self->scorer->get()); + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +static void __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(PyObject *__pyx_v_self); /*proto*/ +static void __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(PyObject *__pyx_v_self) { + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); + __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(((struct __pyx_obj_5_cdec_SegmentEvaluator *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":97 + * cdef mteval.EvaluationMetric* metric + * + * def __dealloc__(self): # <<<<<<<<<<<<<< + * del self.scorer + * + */ + +static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self) { + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__dealloc__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":98 + * + * def __dealloc__(self): + * del self.scorer # <<<<<<<<<<<<<< + * + * def evaluate(self, sentence): + */ + delete __pyx_v_self->scorer; + + __Pyx_RefNannyFinishContext(); +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate(PyObject *__pyx_v_self, PyObject *__pyx_v_sentence); /*proto*/ +static PyObject *__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate(PyObject *__pyx_v_self, PyObject *__pyx_v_sentence) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("evaluate (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(((struct __pyx_obj_5_cdec_SegmentEvaluator *)__pyx_v_self), ((PyObject *)__pyx_v_sentence)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":100 + * del self.scorer + * + * def evaluate(self, sentence): # <<<<<<<<<<<<<< + * cdef vector[WordID] hyp + * cdef SufficientStats sf = SufficientStats() + */ + +static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, PyObject *__pyx_v_sentence) { + std::vector __pyx_v_hyp; + struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_sf = 0; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("evaluate", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":102 + * 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[5]; __pyx_lineno = 102; __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":103 + * cdef vector[WordID] hyp + * cdef SufficientStats sf = SufficientStats() + * sf.metric = self.metric # <<<<<<<<<<<<<< + * sf.stats = new mteval.SufficientStats() + * ConvertSentence(string(as_str(sentence.strip())), &hyp) + */ + __pyx_v_sf->metric = __pyx_v_self->metric; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":104 + * 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) + */ + __pyx_v_sf->stats = new SufficientStats(); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":105 + * 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[5]; __pyx_lineno = 105; __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[5]; __pyx_lineno = 105; __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":106 + * sf.stats = new mteval.SufficientStats() + * ConvertSentence(string(as_str(sentence.strip())), &hyp) + * self.scorer.get().Evaluate(hyp, sf.stats) # <<<<<<<<<<<<<< + * return sf + * + */ + __pyx_v_self->scorer->get()->Evaluate(__pyx_v_hyp, __pyx_v_sf->stats); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":107 + * ConvertSentence(string(as_str(sentence.strip())), &hyp) + * self.scorer.get().Evaluate(hyp, sf.stats) + * return sf # <<<<<<<<<<<<<< + * + * def candidate_set(self): + */ + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_sf)); + __pyx_r = ((PyObject *)__pyx_v_sf); + goto __pyx_L0; + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("_cdec.SegmentEvaluator.evaluate", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XDECREF((PyObject *)__pyx_v_sf); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/ +static PyObject *__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("candidate_set (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(((struct __pyx_obj_5_cdec_SegmentEvaluator *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":109 + * return sf + * + * def candidate_set(self): # <<<<<<<<<<<<<< + * return CandidateSet(self) + * + */ + +static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self) { + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("candidate_set", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":110 + * + * def candidate_set(self): + * return CandidateSet(self) # <<<<<<<<<<<<<< + * + * 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_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_GOTREF(__pyx_t_2); + __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + __pyx_r = __pyx_t_2; + __pyx_t_2 = 0; + goto __pyx_L0; + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("_cdec.SegmentEvaluator.candidate_set", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +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) { + char *__pyx_v_name; + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__name,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; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (pos_args) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__name); + if (likely(values[0])) kw_args--; + 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 = 115; __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[5]; __pyx_lineno = 115; __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[5]; __pyx_lineno = 115; __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:; + __pyx_r = __pyx_pf_5_cdec_6Scorer___cinit__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self), __pyx_v_name); + __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) { + int __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__cinit__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 + * + * def __cinit__(self, char* name): + * self.name = new string(name) # <<<<<<<<<<<<<< + * + * def __dealloc__(self): + */ + __pyx_v_self->name = new std::string(__pyx_v_name); + + __pyx_r = 0; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +static void __pyx_pw_5_cdec_6Scorer_3__dealloc__(PyObject *__pyx_v_self); /*proto*/ +static void __pyx_pw_5_cdec_6Scorer_3__dealloc__(PyObject *__pyx_v_self) { + __Pyx_RefNannyDeclarations + __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":118 + * 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":119 + * + * 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; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__call__ (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; + default: goto __pyx_L5_argtuple_error; + } + 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--; + 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[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); + } + __pyx_v_refs = values[0]; + } + 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_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_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":121 + * del self.name + * + * def __call__(self, refs): # <<<<<<<<<<<<<< + * cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0]) + * if isinstance(refs, unicode) or isinstance(refs, str): + */ + +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; + struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_evaluator = 0; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + Py_ssize_t __pyx_t_5; + PyObject *(*__pyx_t_6)(PyObject *); + PyObject *__pyx_t_7 = NULL; + PyObject *__pyx_t_8 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__call__", 0); + __Pyx_INCREF(__pyx_v_refs); + + /* "/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): + * 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 = mteval.Instance(self.name[0]) + * if isinstance(refs, unicode) or isinstance(refs, str): # <<<<<<<<<<<<<< + * refs = [refs] + * cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]() + */ + __pyx_t_1 = ((PyObject *)((PyObject*)(&PyUnicode_Type))); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_refs, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (!__pyx_t_2) { + __pyx_t_1 = ((PyObject *)((PyObject*)(&PyString_Type))); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_3 = __Pyx_TypeCheck(__pyx_v_refs, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_4 = __pyx_t_3; + } else { + __pyx_t_4 = __pyx_t_2; + } + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":124 + * 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[5]; __pyx_lineno = 124; __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); + __Pyx_GIVEREF(__pyx_v_refs); + __Pyx_DECREF(__pyx_v_refs); + __pyx_v_refs = ((PyObject *)__pyx_t_1); + __pyx_t_1 = 0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":125 + * 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 + */ + __pyx_v_refsv = new std::vector >(); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":128 + * cdef vector[WordID]* refv + * cdef bytes ref_str + * for ref in refs: # <<<<<<<<<<<<<< + * refv = new vector[WordID]() + * ConvertSentence(string(as_str(ref.strip())), refv) + */ + if (PyList_CheckExact(__pyx_v_refs) || PyTuple_CheckExact(__pyx_v_refs)) { + __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[5]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_6 = Py_TYPE(__pyx_t_1)->tp_iternext; + } + for (;;) { + if (!__pyx_t_6 && PyList_CheckExact(__pyx_t_1)) { + if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_1)) break; + __pyx_t_7 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; + } else if (!__pyx_t_6 && PyTuple_CheckExact(__pyx_t_1)) { + if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_1)) break; + __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; + } else { + __pyx_t_7 = __pyx_t_6(__pyx_t_1); + if (unlikely(!__pyx_t_7)) { + if (PyErr_Occurred()) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); + else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + break; + } + __Pyx_GOTREF(__pyx_t_7); + } + __Pyx_XDECREF(__pyx_v_ref); + __pyx_v_ref = __pyx_t_7; + __pyx_t_7 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":129 + * cdef bytes ref_str + * for ref in refs: + * refv = new vector[WordID]() # <<<<<<<<<<<<<< + * ConvertSentence(string(as_str(ref.strip())), refv) + * refsv.push_back(refv[0]) + */ + __pyx_v_refv = new std::vector(); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":130 + * 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_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_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 + * refv = new vector[WordID]() + * ConvertSentence(string(as_str(ref.strip())), refv) + * refsv.push_back(refv[0]) # <<<<<<<<<<<<<< + * del refv + * cdef unsigned i + */ + __pyx_v_refsv->push_back((__pyx_v_refv[0])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":132 + * ConvertSentence(string(as_str(ref.strip())), refv) + * refsv.push_back(refv[0]) + * del refv # <<<<<<<<<<<<<< + * cdef unsigned i + * cdef SegmentEvaluator evaluator = SegmentEvaluator() + */ + delete __pyx_v_refv; + } + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":134 + * 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[5]; __pyx_lineno = 134; __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 + * 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 + */ + __pyx_v_evaluator->metric = __pyx_v_metric; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":136 + * 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 + */ + __pyx_v_evaluator->scorer = new boost::shared_ptr(__pyx_v_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])) + * 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])) + * del refsv # in theory should not delete but store in SegmentEvaluator + * return evaluator # <<<<<<<<<<<<<< + * + * def __str__(self): + */ + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_evaluator)); + __pyx_r = ((PyObject *)__pyx_v_evaluator); + goto __pyx_L0; + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_7); + __Pyx_XDECREF(__pyx_t_8); + __Pyx_AddTraceback("_cdec.Scorer.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XDECREF(__pyx_v_ref); + __Pyx_XDECREF((PyObject *)__pyx_v_evaluator); + __Pyx_XDECREF(__pyx_v_refs); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +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_6__str__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":140 + * return evaluator + * + * def __str__(self): # <<<<<<<<<<<<<< + * return self.name.c_str() + * + */ + +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; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__str__", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":141 + * + * def __str__(self): + * return self.name.c_str() # <<<<<<<<<<<<<< + * + * 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[5]; __pyx_lineno = 141; __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("_cdec.Scorer.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} +static PyObject *__pyx_gb_5_cdec_4generator16(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_3_make_config(PyObject *__pyx_self, PyObject *__pyx_v_config); /*proto*/ +static PyMethodDef __pyx_mdef_5_cdec_3_make_config = {__Pyx_NAMESTR("_make_config"), (PyCFunction)__pyx_pw_5_cdec_3_make_config, METH_O, __Pyx_DOCSTR(0)}; +static PyObject *__pyx_pw_5_cdec_3_make_config(PyObject *__pyx_self, PyObject *__pyx_v_config) { + 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; +} + +/* "_cdec.pyx":28 + * class ParseFailed(Exception): pass + * + * def _make_config(config): # <<<<<<<<<<<<<< + * for key, value in config.items(): + * if isinstance(value, dict): + */ + +static PyObject *__pyx_pf_5_cdec_2_make_config(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_config) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *__pyx_cur_scope; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("_make_config", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *)__pyx_ptype_5_cdec___pyx_scope_struct_22__make_config->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_22__make_config, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_config = __pyx_v_config; + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_config); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_config); + { + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_4generator16, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; + } + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec._make_config", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +static PyObject *__pyx_gb_5_cdec_4generator16(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +{ + struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *)__pyx_generator->closure); + PyObject *__pyx_r = NULL; + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + Py_ssize_t __pyx_t_3; + PyObject *(*__pyx_t_4)(PyObject *); + PyObject *__pyx_t_5 = NULL; + PyObject *__pyx_t_6 = NULL; + PyObject *__pyx_t_7 = NULL; + PyObject *(*__pyx_t_8)(PyObject *); + int __pyx_t_9; + Py_ssize_t __pyx_t_10; + PyObject *(*__pyx_t_11)(PyObject *); + PyObject *__pyx_t_12 = NULL; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + case 1: goto __pyx_L13_resume_from_yield; + case 2: goto __pyx_L16_resume_from_yield; + case 3: goto __pyx_L17_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[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "_cdec.pyx":29 + * + * def _make_config(config): + * for key, value in config.items(): # <<<<<<<<<<<<<< + * if isinstance(value, dict): + * for name, info in value.items(): + */ + __pyx_t_1 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_config, __pyx_n_s__items); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __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[0]; __pyx_lineno = 29; __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[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext; + } + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + for (;;) { + if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_1)) { + if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break; + __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; + } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_1)) { + if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break; + __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; + } 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[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + break; + } + __Pyx_GOTREF(__pyx_t_2); + } + if ((likely(PyTuple_CheckExact(__pyx_t_2))) || (PyList_CheckExact(__pyx_t_2))) { + PyObject* sequence = __pyx_t_2; + 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); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + } 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); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_8 = Py_TYPE(__pyx_t_7)->tp_iternext; + index = 0; __pyx_t_5 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_5)) goto __pyx_L6_unpacking_failed; + __Pyx_GOTREF(__pyx_t_5); + 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_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_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_L7_unpacking_done:; + } + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_key); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_key); + __Pyx_GIVEREF(__pyx_t_5); + __pyx_cur_scope->__pyx_v_key = __pyx_t_5; + __pyx_t_5 = 0; + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_value); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_value); + __Pyx_GIVEREF(__pyx_t_6); + __pyx_cur_scope->__pyx_v_value = __pyx_t_6; + __pyx_t_6 = 0; + + /* "_cdec.pyx":30 + * 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) + */ + __pyx_t_2 = ((PyObject *)((PyObject*)(&PyDict_Type))); + __Pyx_INCREF(__pyx_t_2); + __pyx_t_9 = __Pyx_TypeCheck(__pyx_cur_scope->__pyx_v_value, __pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + if (__pyx_t_9) { + + /* "_cdec.pyx":31 + * 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): + */ + __pyx_t_2 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_value, __pyx_n_s__items); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + if (PyList_CheckExact(__pyx_t_6) || PyTuple_CheckExact(__pyx_t_6)) { + __pyx_t_2 = __pyx_t_6; __Pyx_INCREF(__pyx_t_2); __pyx_t_10 = 0; + __pyx_t_11 = NULL; + } else { + __pyx_t_10 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_11 = Py_TYPE(__pyx_t_2)->tp_iternext; + } + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + for (;;) { + if (!__pyx_t_11 && PyList_CheckExact(__pyx_t_2)) { + if (__pyx_t_10 >= PyList_GET_SIZE(__pyx_t_2)) break; + __pyx_t_6 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; + } else if (!__pyx_t_11 && PyTuple_CheckExact(__pyx_t_2)) { + if (__pyx_t_10 >= PyTuple_GET_SIZE(__pyx_t_2)) break; + __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; + } else { + __pyx_t_6 = __pyx_t_11(__pyx_t_2); + if (unlikely(!__pyx_t_6)) { + if (PyErr_Occurred()) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); + else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + break; + } + __Pyx_GOTREF(__pyx_t_6); + } + if ((likely(PyTuple_CheckExact(__pyx_t_6))) || (PyList_CheckExact(__pyx_t_6))) { + PyObject* sequence = __pyx_t_6; + 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); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + } 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); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_8 = Py_TYPE(__pyx_t_12)->tp_iternext; + index = 0; __pyx_t_5 = __pyx_t_8(__pyx_t_12); if (unlikely(!__pyx_t_5)) goto __pyx_L11_unpacking_failed; + __Pyx_GOTREF(__pyx_t_5); + 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_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_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_L12_unpacking_done:; + } + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_name); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_name); + __Pyx_GIVEREF(__pyx_t_5); + __pyx_cur_scope->__pyx_v_name = __pyx_t_5; + __pyx_t_5 = 0; + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_info); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_info); + __Pyx_GIVEREF(__pyx_t_7); + __pyx_cur_scope->__pyx_v_info = __pyx_t_7; + __pyx_t_7 = 0; + + /* "_cdec.pyx":32 + * if isinstance(value, dict): + * for name, info in value.items(): + * yield key, '%s %s' % (name, info) # <<<<<<<<<<<<<< + * elif isinstance(value, list): + * for name in value: + */ + __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_name); + PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_cur_scope->__pyx_v_name); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_name); + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_info); + PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_cur_scope->__pyx_v_info); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_info); + __pyx_t_7 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_43), ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_7)); + __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; + __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_key); + PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_cur_scope->__pyx_v_key); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_key); + PyTuple_SET_ITEM(__pyx_t_6, 1, ((PyObject *)__pyx_t_7)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_7)); + __pyx_t_7 = 0; + __pyx_r = ((PyObject *)__pyx_t_6); + __pyx_t_6 = 0; + __Pyx_XGIVEREF(__pyx_t_1); + __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; + __Pyx_XGIVEREF(__pyx_t_2); + __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; + __pyx_cur_scope->__pyx_t_2 = __pyx_t_3; + __pyx_cur_scope->__pyx_t_3 = __pyx_t_4; + __pyx_cur_scope->__pyx_t_4 = __pyx_t_10; + __pyx_cur_scope->__pyx_t_5 = __pyx_t_11; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L13_resume_from_yield:; + __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; + __pyx_cur_scope->__pyx_t_0 = 0; + __Pyx_XGOTREF(__pyx_t_1); + __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; + __pyx_cur_scope->__pyx_t_1 = 0; + __Pyx_XGOTREF(__pyx_t_2); + __pyx_t_3 = __pyx_cur_scope->__pyx_t_2; + __pyx_t_4 = __pyx_cur_scope->__pyx_t_3; + __pyx_t_10 = __pyx_cur_scope->__pyx_t_4; + __pyx_t_11 = __pyx_cur_scope->__pyx_t_5; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + goto __pyx_L8; + } + + /* "_cdec.pyx":33 + * for name, info in value.items(): + * yield key, '%s %s' % (name, info) + * elif isinstance(value, list): # <<<<<<<<<<<<<< + * for name in value: + * yield key, name + */ + __pyx_t_2 = ((PyObject *)((PyObject*)(&PyList_Type))); + __Pyx_INCREF(__pyx_t_2); + __pyx_t_9 = __Pyx_TypeCheck(__pyx_cur_scope->__pyx_v_value, __pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + if (__pyx_t_9) { + + /* "_cdec.pyx":34 + * yield key, '%s %s' % (name, info) + * elif isinstance(value, list): + * for name in value: # <<<<<<<<<<<<<< + * yield key, name + * else: + */ + if (PyList_CheckExact(__pyx_cur_scope->__pyx_v_value) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_value)) { + __pyx_t_2 = __pyx_cur_scope->__pyx_v_value; __Pyx_INCREF(__pyx_t_2); __pyx_t_10 = 0; + __pyx_t_11 = NULL; + } else { + __pyx_t_10 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_11 = Py_TYPE(__pyx_t_2)->tp_iternext; + } + for (;;) { + if (!__pyx_t_11 && PyList_CheckExact(__pyx_t_2)) { + if (__pyx_t_10 >= PyList_GET_SIZE(__pyx_t_2)) break; + __pyx_t_6 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; + } else if (!__pyx_t_11 && PyTuple_CheckExact(__pyx_t_2)) { + if (__pyx_t_10 >= PyTuple_GET_SIZE(__pyx_t_2)) break; + __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; + } else { + __pyx_t_6 = __pyx_t_11(__pyx_t_2); + if (unlikely(!__pyx_t_6)) { + if (PyErr_Occurred()) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); + else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + break; + } + __Pyx_GOTREF(__pyx_t_6); + } + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_name); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_name); + __Pyx_GIVEREF(__pyx_t_6); + __pyx_cur_scope->__pyx_v_name = __pyx_t_6; + __pyx_t_6 = 0; + + /* "_cdec.pyx":35 + * elif isinstance(value, list): + * for name in value: + * yield key, name # <<<<<<<<<<<<<< + * else: + * yield key, bytes(value) + */ + __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_key); + PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_cur_scope->__pyx_v_key); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_key); + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_name); + PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_cur_scope->__pyx_v_name); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_name); + __pyx_r = ((PyObject *)__pyx_t_6); + __pyx_t_6 = 0; + __Pyx_XGIVEREF(__pyx_t_1); + __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; + __Pyx_XGIVEREF(__pyx_t_2); + __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; + __pyx_cur_scope->__pyx_t_2 = __pyx_t_3; + __pyx_cur_scope->__pyx_t_3 = __pyx_t_4; + __pyx_cur_scope->__pyx_t_4 = __pyx_t_10; + __pyx_cur_scope->__pyx_t_5 = __pyx_t_11; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 2; + return __pyx_r; + __pyx_L16_resume_from_yield:; + __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; + __pyx_cur_scope->__pyx_t_0 = 0; + __Pyx_XGOTREF(__pyx_t_1); + __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; + __pyx_cur_scope->__pyx_t_1 = 0; + __Pyx_XGOTREF(__pyx_t_2); + __pyx_t_3 = __pyx_cur_scope->__pyx_t_2; + __pyx_t_4 = __pyx_cur_scope->__pyx_t_3; + __pyx_t_10 = __pyx_cur_scope->__pyx_t_4; + __pyx_t_11 = __pyx_cur_scope->__pyx_t_5; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + goto __pyx_L8; + } + /*else*/ { + + /* "_cdec.pyx":37 + * yield key, name + * else: + * yield key, bytes(value) # <<<<<<<<<<<<<< + * + * cdef class Decoder: + */ + __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_value); + PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_value); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_value); + __pyx_t_6 = PyObject_Call(((PyObject *)((PyObject*)(&PyBytes_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; + __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_key); + PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_key); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_key); + PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_6); + __Pyx_GIVEREF(__pyx_t_6); + __pyx_t_6 = 0; + __pyx_r = ((PyObject *)__pyx_t_2); + __pyx_t_2 = 0; + __Pyx_XGIVEREF(__pyx_t_1); + __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; + __pyx_cur_scope->__pyx_t_2 = __pyx_t_3; + __pyx_cur_scope->__pyx_t_3 = __pyx_t_4; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 3; + return __pyx_r; + __pyx_L17_resume_from_yield:; + __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; + __pyx_cur_scope->__pyx_t_0 = 0; + __Pyx_XGOTREF(__pyx_t_1); + __pyx_t_3 = __pyx_cur_scope->__pyx_t_2; + __pyx_t_4 = __pyx_cur_scope->__pyx_t_3; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_L8:; + } + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + PyErr_SetNone(PyExc_StopIteration); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_5); + __Pyx_XDECREF(__pyx_t_6); + __Pyx_XDECREF(__pyx_t_7); + __Pyx_XDECREF(__pyx_t_12); + __Pyx_AddTraceback("_make_config", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_L0:; + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; + __Pyx_RefNannyFinishContext(); + return NULL; +} + +/* Python wrapper */ +static int __pyx_pw_5_cdec_7Decoder_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ +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); + { + PyObject* values[1] = {0}; + + /* "_cdec.pyx":43 + * cdef DenseVector weights + * + * def __cinit__(self, config_str=None, **config): # <<<<<<<<<<<<<< + * """ Configuration can be given as a string: + * Decoder('formalism = scfg') + */ + values[0] = ((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 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (pos_args) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__config_str); + if (value) { values[0] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, __pyx_v_config, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + 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_config_str = values[0]; + } + goto __pyx_L4_argument_unpacking_done; + __pyx_L5_argtuple_error:; + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_L3_error:; + __Pyx_CLEAR(__pyx_v_config); + __Pyx_AddTraceback("_cdec.Decoder.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_RefNannyFinishContext(); + return -1; + __pyx_L4_argument_unpacking_done:; + __pyx_r = __pyx_pf_5_cdec_7Decoder___cinit__(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self), __pyx_v_config_str, __pyx_v_config); + __Pyx_XDECREF(__pyx_v_config); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} +static PyObject *__pyx_gb_5_cdec_7Decoder_9__cinit___2generator20(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ + +/* "_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) + */ + +static PyObject *__pyx_pf_5_cdec_7Decoder_9__cinit___genexpr(PyObject *__pyx_self) { + struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *__pyx_cur_scope; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("genexpr", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *)__pyx_ptype_5_cdec___pyx_scope_struct_24_genexpr->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_24_genexpr, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return NULL; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *) __pyx_self; + __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_7Decoder_9__cinit___2generator20, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_cur_scope); + __Pyx_RefNannyFinishContext(); + return (PyObject *) gen; + } + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_AddTraceback("_cdec.Decoder.__cinit__.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +static PyObject *__pyx_gb_5_cdec_7Decoder_9__cinit___2generator20(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +{ + struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *)__pyx_generator->closure); + PyObject *__pyx_r = NULL; + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + PyObject *__pyx_t_3 = NULL; + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("None", 0); + switch (__pyx_generator->resume_label) { + case 0: goto __pyx_L3_first_run; + case 1: goto __pyx_L6_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[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_GetName(__pyx_m, __pyx_n_s___make_config); 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); + if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_config)) { __Pyx_RaiseClosureNameError("config"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __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 = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_INCREF(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_config); + PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_outer_scope->__pyx_v_config); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_config); + __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_2), 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_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; + if (PyList_CheckExact(__pyx_t_3) || PyTuple_CheckExact(__pyx_t_3)) { + __pyx_t_2 = __pyx_t_3; __Pyx_INCREF(__pyx_t_2); __pyx_t_4 = 0; + __pyx_t_5 = NULL; + } else { + __pyx_t_4 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_5 = Py_TYPE(__pyx_t_2)->tp_iternext; + } + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + for (;;) { + if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_2)) { + if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_2)) break; + __pyx_t_3 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; + } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_2)) { + if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_2)) break; + __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; + } else { + __pyx_t_3 = __pyx_t_5(__pyx_t_2); + if (unlikely(!__pyx_t_3)) { + if (PyErr_Occurred()) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); + else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + break; + } + __Pyx_GOTREF(__pyx_t_3); + } + __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_kv); + __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_kv); + __Pyx_GIVEREF(__pyx_t_3); + __pyx_cur_scope->__pyx_v_kv = __pyx_t_3; + __pyx_t_3 = 0; + __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_44), __pyx_cur_scope->__pyx_v_kv); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_3)); + __pyx_r = ((PyObject *)__pyx_t_3); + __pyx_t_3 = 0; + __Pyx_XGIVEREF(__pyx_t_2); + __pyx_cur_scope->__pyx_t_0 = __pyx_t_2; + __pyx_cur_scope->__pyx_t_1 = __pyx_t_4; + __pyx_cur_scope->__pyx_t_2 = __pyx_t_5; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L6_resume_from_yield:; + __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; + __pyx_cur_scope->__pyx_t_0 = 0; + __Pyx_XGOTREF(__pyx_t_2); + __pyx_t_4 = __pyx_cur_scope->__pyx_t_1; + __pyx_t_5 = __pyx_cur_scope->__pyx_t_2; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + PyErr_SetNone(PyExc_StopIteration); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_L0:; + __Pyx_XDECREF(__pyx_r); + __pyx_generator->resume_label = -1; + __Pyx_RefNannyFinishContext(); + return NULL; +} + +/* "_cdec.pyx":43 + * cdef DenseVector weights + * + * def __cinit__(self, config_str=None, **config): # <<<<<<<<<<<<<< + * """ Configuration can be given as a string: + * Decoder('formalism = scfg') + */ + +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) { + struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *__pyx_cur_scope; + PyObject *__pyx_v_formalism = NULL; + std::istringstream *__pyx_v_config_stream; + int __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + PyObject *__pyx_t_2 = NULL; + PyObject *__pyx_t_3 = NULL; + int __pyx_t_4; + int __pyx_t_5; + PyObject *__pyx_t_6 = NULL; + char *__pyx_t_7; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__cinit__", 0); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *)__pyx_ptype_5_cdec___pyx_scope_struct_23___cinit__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_23___cinit__, __pyx_empty_tuple, NULL); + if (unlikely(!__pyx_cur_scope)) { + __Pyx_RefNannyFinishContext(); + return -1; + } + __Pyx_GOTREF(__pyx_cur_scope); + __pyx_cur_scope->__pyx_v_config = __pyx_v_config; + __Pyx_INCREF(__pyx_cur_scope->__pyx_v_config); + __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_config); + __Pyx_INCREF(__pyx_v_config_str); + + /* "_cdec.pyx":49 + * Decoder(formalism='scfg') + * """ + * if config_str is None: # <<<<<<<<<<<<<< + * formalism = config.get('formalism', None) + * if formalism not in ('scfg', 'fst', 'lextrans', 'pb', + */ + __pyx_t_1 = (__pyx_v_config_str == Py_None); + if (__pyx_t_1) { + + /* "_cdec.pyx":50 + * """ + * if config_str is None: + * formalism = config.get('formalism', None) # <<<<<<<<<<<<<< + * if formalism not in ('scfg', 'fst', 'lextrans', 'pb', + * 'csplit', 'tagger', 'lexalign'): + */ + __pyx_t_2 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_config, __pyx_n_s__get); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_3 = PyObject_Call(__pyx_t_2, ((PyObject *)__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_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_v_formalism = __pyx_t_3; + __pyx_t_3 = 0; + + /* "_cdec.pyx":51 + * 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) + */ + __Pyx_INCREF(__pyx_v_formalism); + __pyx_t_3 = __pyx_v_formalism; + __pyx_t_1 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__scfg), Py_NE); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (((int)__pyx_t_1)) { + __pyx_t_4 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__fst), Py_NE); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = ((int)__pyx_t_4); + } else { + __pyx_t_5 = ((int)__pyx_t_1); + } + if (__pyx_t_5) { + __pyx_t_1 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__lextrans), Py_NE); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = ((int)__pyx_t_1); + } else { + __pyx_t_4 = __pyx_t_5; + } + if (__pyx_t_4) { + __pyx_t_5 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__pb), Py_NE); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((int)__pyx_t_5); + } else { + __pyx_t_1 = __pyx_t_4; + } + if (__pyx_t_1) { + __pyx_t_4 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__csplit), Py_NE); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = ((int)__pyx_t_4); + } else { + __pyx_t_5 = __pyx_t_1; + } + if (__pyx_t_5) { + __pyx_t_1 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__tagger), Py_NE); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = ((int)__pyx_t_1); + } else { + __pyx_t_4 = __pyx_t_5; + } + if (__pyx_t_4) { + __pyx_t_5 = __Pyx_PyString_Equals(__pyx_t_3, ((PyObject *)__pyx_n_s__lexalign), Py_NE); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((int)__pyx_t_5); + } else { + __pyx_t_1 = __pyx_t_4; + } + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_t_4 = __pyx_t_1; + if (__pyx_t_4) { + + /* "_cdec.pyx":53 + * 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) + */ + __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_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); + PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_2)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_2)); + __pyx_t_2 = 0; + __pyx_t_2 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; + __Pyx_Raise(__pyx_t_2, 0, 0, 0); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + goto __pyx_L4; + } + __pyx_L4:; + + /* "_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) + */ + __pyx_t_2 = PyObject_GetAttr(((PyObject *)__pyx_kp_s_39), __pyx_n_s__join); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = __pyx_pf_5_cdec_7Decoder_9__cinit___genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_3 = PyTuple_New(1); 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); + PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_6); + __Pyx_GIVEREF(__pyx_t_6); + __pyx_t_6 = 0; + __pyx_t_6 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; + __Pyx_DECREF(__pyx_v_config_str); + __pyx_v_config_str = __pyx_t_6; + __pyx_t_6 = 0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "_cdec.pyx":55 + * 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 + */ + __pyx_t_7 = PyBytes_AsString(__pyx_v_config_str); if (unlikely((!__pyx_t_7) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_config_stream = new std::istringstream(__pyx_t_7); + + /* "_cdec.pyx":56 + * 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() + */ + __pyx_v_self->dec = new Decoder(__pyx_v_config_stream); + + /* "_cdec.pyx":57 + * cdef istringstream* config_stream = new istringstream(config_str) + * self.dec = new decoder.Decoder(config_stream) + * del config_stream # <<<<<<<<<<<<<< + * self.weights = DenseVector() + * self.weights.vector = &self.dec.CurrentWeightVector() + */ + delete __pyx_v_config_stream; + + /* "_cdec.pyx":58 + * self.dec = new decoder.Decoder(config_stream) + * del config_stream + * self.weights = DenseVector() # <<<<<<<<<<<<<< + * self.weights.vector = &self.dec.CurrentWeightVector() + * + */ + __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_GOTREF(__pyx_t_6); + __Pyx_GIVEREF(__pyx_t_6); + __Pyx_GOTREF(__pyx_v_self->weights); + __Pyx_DECREF(((PyObject *)__pyx_v_self->weights)); + __pyx_v_self->weights = ((struct __pyx_obj_5_cdec_DenseVector *)__pyx_t_6); + __pyx_t_6 = 0; + + /* "_cdec.pyx":59 + * del config_stream + * self.weights = DenseVector() + * self.weights.vector = &self.dec.CurrentWeightVector() # <<<<<<<<<<<<<< + * + * def __dealloc__(self): + */ + __pyx_v_self->weights->vector = (&__pyx_v_self->dec->CurrentWeightVector()); + + __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_3); + __Pyx_XDECREF(__pyx_t_6); + __Pyx_AddTraceback("_cdec.Decoder.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; + __pyx_L0:; + __Pyx_XDECREF(__pyx_v_formalism); + __Pyx_XDECREF(__pyx_v_config_str); + __Pyx_DECREF(((PyObject *)__pyx_cur_scope)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +static void __pyx_pw_5_cdec_7Decoder_3__dealloc__(PyObject *__pyx_v_self); /*proto*/ +static void __pyx_pw_5_cdec_7Decoder_3__dealloc__(PyObject *__pyx_v_self) { + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0); + __pyx_pf_5_cdec_7Decoder_2__dealloc__(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); +} + +/* "_cdec.pyx":61 + * self.weights.vector = &self.dec.CurrentWeightVector() + * + * def __dealloc__(self): # <<<<<<<<<<<<<< + * del self.dec + * + */ + +static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self) { + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__dealloc__", 0); + + /* "_cdec.pyx":62 + * + * def __dealloc__(self): + * del self.dec # <<<<<<<<<<<<<< + * + * property weights: + */ + delete __pyx_v_self->dec; + + __Pyx_RefNannyFinishContext(); +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_7Decoder_7weights_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_7Decoder_7weights_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_7Decoder_7weights___get__(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "_cdec.pyx":65 + * + * property weights: + * def __get__(self): # <<<<<<<<<<<<<< + * return self.weights + * + */ + +static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self) { + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__get__", 0); + + /* "_cdec.pyx":66 + * property weights: + * def __get__(self): + * return self.weights # <<<<<<<<<<<<<< + * + * def __set__(self, weights): + */ + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_self->weights)); + __pyx_r = ((PyObject *)__pyx_v_self->weights); + goto __pyx_L0; + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +static int __pyx_pw_5_cdec_7Decoder_7weights_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_weights); /*proto*/ +static int __pyx_pw_5_cdec_7Decoder_7weights_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_weights) { + int __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__set__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_7Decoder_7weights_2__set__(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self), ((PyObject *)__pyx_v_weights)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "_cdec.pyx":68 + * return self.weights + * + * def __set__(self, weights): # <<<<<<<<<<<<<< + * if isinstance(weights, DenseVector): + * self.weights.vector[0] = ( weights).vector[0] + */ + +static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights) { + PyObject *__pyx_v_fname = NULL; + PyObject *__pyx_v_fval = NULL; + int __pyx_r; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); + PyObject *__pyx_t_6 = NULL; + PyObject *__pyx_t_7 = NULL; + PyObject *__pyx_t_8 = NULL; + PyObject *(*__pyx_t_9)(PyObject *); + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("__set__", 0); + + /* "_cdec.pyx":69 + * + * def __set__(self, weights): + * if isinstance(weights, DenseVector): # <<<<<<<<<<<<<< + * self.weights.vector[0] = ( weights).vector[0] + * elif isinstance(weights, SparseVector): + */ + __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_DenseVector)); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_weights, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (__pyx_t_2) { + + /* "_cdec.pyx":70 + * def __set__(self, weights): + * if isinstance(weights, DenseVector): + * self.weights.vector[0] = ( weights).vector[0] # <<<<<<<<<<<<<< + * elif isinstance(weights, SparseVector): + * self.weights.vector.clear() + */ + (__pyx_v_self->weights->vector[0]) = (((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_weights)->vector[0]); + goto __pyx_L3; + } + + /* "_cdec.pyx":71 + * 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) + */ + __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_weights, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (__pyx_t_2) { + + /* "_cdec.pyx":72 + * 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): + */ + __pyx_v_self->weights->vector->clear(); + + /* "_cdec.pyx":73 + * 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(): + */ + (((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_weights)->vector[0]).init_vector(__pyx_v_self->weights->vector); + goto __pyx_L3; + } + + /* "_cdec.pyx":74 + * 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 + */ + __pyx_t_1 = ((PyObject *)((PyObject*)(&PyDict_Type))); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_weights, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (__pyx_t_2) { + + /* "_cdec.pyx":75 + * (( weights).vector[0]).init_vector(self.weights.vector) + * elif isinstance(weights, dict): + * 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_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_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_GOTREF(__pyx_t_1); + __pyx_t_5 = Py_TYPE(__pyx_t_1)->tp_iternext; + } + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + for (;;) { + if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_1)) { + if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_1)) break; + __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; + } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_1)) { + if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_1)) break; + __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; + } 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;} + } + break; + } + __Pyx_GOTREF(__pyx_t_3); + } + if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) { + PyObject* sequence = __pyx_t_3; + 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); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + } 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_GOTREF(__pyx_t_8); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __pyx_t_9 = Py_TYPE(__pyx_t_8)->tp_iternext; + index = 0; __pyx_t_6 = __pyx_t_9(__pyx_t_8); if (unlikely(!__pyx_t_6)) goto __pyx_L6_unpacking_failed; + __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;} + __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_L7_unpacking_done:; + } + __Pyx_XDECREF(__pyx_v_fname); + __pyx_v_fname = __pyx_t_6; + __pyx_t_6 = 0; + __Pyx_XDECREF(__pyx_v_fval); + __pyx_v_fval = __pyx_t_7; + __pyx_t_7 = 0; + + /* "_cdec.pyx":76 + * elif isinstance(weights, dict): + * 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;} + } + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + goto __pyx_L3; + } + /*else*/ { + + /* "_cdec.pyx":78 + * 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_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_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); + 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_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_L3:; + + __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_3); + __Pyx_XDECREF(__pyx_t_6); + __Pyx_XDECREF(__pyx_t_7); + __Pyx_XDECREF(__pyx_t_8); + __Pyx_AddTraceback("_cdec.Decoder.weights.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; + __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_9formalism_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_7Decoder_9formalism_1__get__(PyObject *__pyx_v_self) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_7Decoder_9formalism___get__(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "_cdec.pyx":81 + * + * property formalism: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef variables_map* conf = &self.dec.GetConf() + * return conf[0]['formalism'].as_str().c_str() + */ + +static PyObject *__pyx_pf_5_cdec_7Decoder_9formalism___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self) { + const boost::program_options::variables_map *__pyx_v_conf; + 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); + + /* "_cdec.pyx":82 + * property formalism: + * def __get__(self): + * cdef variables_map* conf = &self.dec.GetConf() # <<<<<<<<<<<<<< + * return conf[0]['formalism'].as_str().c_str() + * + */ + __pyx_v_conf = (&__pyx_v_self->dec->GetConf()); + + /* "_cdec.pyx":83 + * def __get__(self): + * cdef variables_map* conf = &self.dec.GetConf() + * return conf[0]['formalism'].as_str().c_str() # <<<<<<<<<<<<<< + * + * def read_weights(self, weights): + */ + __Pyx_XDECREF(__pyx_r); + __pyx_t_1 = PyBytes_FromString(((__pyx_v_conf[0])[__pyx_k__formalism]).as().c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 83; __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("_cdec.Decoder.formalism.__get__", __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_7Decoder_5read_weights(PyObject *__pyx_v_self, PyObject *__pyx_v_weights); /*proto*/ +static PyObject *__pyx_pw_5_cdec_7Decoder_5read_weights(PyObject *__pyx_v_self, PyObject *__pyx_v_weights) { + PyObject *__pyx_r = 0; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("read_weights (wrapper)", 0); + __pyx_r = __pyx_pf_5_cdec_7Decoder_4read_weights(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self), ((PyObject *)__pyx_v_weights)); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "_cdec.pyx":85 + * return conf[0]['formalism'].as_str().c_str() + * + * def read_weights(self, weights): # <<<<<<<<<<<<<< + * with open(weights) as fp: + * for line in fp: + */ + +static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights) { + PyObject *__pyx_v_fp = NULL; + PyObject *__pyx_v_line = NULL; + PyObject *__pyx_v_fname = NULL; + PyObject *__pyx_v_value = NULL; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + PyObject *__pyx_t_3 = NULL; + PyObject *__pyx_t_4 = NULL; + PyObject *__pyx_t_5 = NULL; + PyObject *__pyx_t_6 = NULL; + PyObject *__pyx_t_7 = NULL; + Py_ssize_t __pyx_t_8; + PyObject *(*__pyx_t_9)(PyObject *); + int __pyx_t_10; + PyObject *__pyx_t_11 = NULL; + PyObject *__pyx_t_12 = NULL; + PyObject *(*__pyx_t_13)(PyObject *); + double __pyx_t_14; + PyObject *__pyx_t_15 = NULL; + int __pyx_t_16; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("read_weights", 0); + + /* "_cdec.pyx":86 + * + * def read_weights(self, weights): + * with open(weights) as fp: # <<<<<<<<<<<<<< + * for line in fp: + * if line.strip().startswith('#'): continue + */ + /*with:*/ { + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __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_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_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_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_GOTREF(__pyx_t_4); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + /*try:*/ { + { + __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7); + __Pyx_XGOTREF(__pyx_t_5); + __Pyx_XGOTREF(__pyx_t_6); + __Pyx_XGOTREF(__pyx_t_7); + /*try:*/ { + __Pyx_INCREF(__pyx_t_4); + __pyx_v_fp = __pyx_t_4; + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + + /* "_cdec.pyx":87 + * def read_weights(self, weights): + * with open(weights) as fp: + * for line in fp: # <<<<<<<<<<<<<< + * if line.strip().startswith('#'): continue + * fname, value = line.split() + */ + if (PyList_CheckExact(__pyx_v_fp) || PyTuple_CheckExact(__pyx_v_fp)) { + __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_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; + __pyx_t_2 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; + } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_4)) { + if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_4)) break; + __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; + } 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;} + } + break; + } + __Pyx_GOTREF(__pyx_t_2); + } + __Pyx_XDECREF(__pyx_v_line); + __pyx_v_line = __pyx_t_2; + __pyx_t_2 = 0; + + /* "_cdec.pyx":88 + * 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_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_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_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_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_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (__pyx_t_10) { + goto __pyx_L16_continue; + goto __pyx_L18; + } + __pyx_L18:; + + /* "_cdec.pyx":89 + * 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_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_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 (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); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + } 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_GOTREF(__pyx_t_12); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_13 = Py_TYPE(__pyx_t_12)->tp_iternext; + index = 0; __pyx_t_1 = __pyx_t_13(__pyx_t_12); if (unlikely(!__pyx_t_1)) goto __pyx_L19_unpacking_failed; + __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;} + __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_L20_unpacking_done:; + } + __Pyx_XDECREF(__pyx_v_fname); + __pyx_v_fname = __pyx_t_1; + __pyx_t_1 = 0; + __Pyx_XDECREF(__pyx_v_value); + __pyx_v_value = __pyx_t_11; + __pyx_t_11 = 0; + + /* "_cdec.pyx":90 + * 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_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_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_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;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_L16_continue:; + } + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + } + __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0; + __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0; + goto __pyx_L14_try_end; + __pyx_L7_error:; + __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0; + __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0; + __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0; + __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; + + /* "_cdec.pyx":86 + * + * def read_weights(self, weights): + * with open(weights) as fp: # <<<<<<<<<<<<<< + * for line in fp: + * if line.strip().startswith('#'): continue + */ + /*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;} + __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_GOTREF(__pyx_t_11); + __Pyx_INCREF(__pyx_t_4); + PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_4); + __Pyx_GIVEREF(__pyx_t_4); + __Pyx_INCREF(__pyx_t_2); + PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_t_2); + __Pyx_GIVEREF(__pyx_t_2); + __Pyx_INCREF(__pyx_t_1); + PyTuple_SET_ITEM(__pyx_t_11, 2, __pyx_t_1); + __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;} + __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;} + __pyx_t_16 = (!__pyx_t_10); + if (__pyx_t_16) { + __Pyx_GIVEREF(__pyx_t_4); + __Pyx_GIVEREF(__pyx_t_2); + __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;} + goto __pyx_L23; + } + __pyx_L23:; + __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0; + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + goto __pyx_L8_exception_handled; + } + __pyx_L9_except_error:; + __Pyx_XGIVEREF(__pyx_t_5); + __Pyx_XGIVEREF(__pyx_t_6); + __Pyx_XGIVEREF(__pyx_t_7); + __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7); + goto __pyx_L1_error; + __pyx_L8_exception_handled:; + __Pyx_XGIVEREF(__pyx_t_5); + __Pyx_XGIVEREF(__pyx_t_6); + __Pyx_XGIVEREF(__pyx_t_7); + __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7); + __pyx_L14_try_end:; + } + } + /*finally:*/ { + if (__pyx_t_3) { + __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_50, 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); + __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;} + } + } + goto __pyx_L24; + __pyx_L3_error:; + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + goto __pyx_L1_error; + __pyx_L24:; + } + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_XDECREF(__pyx_t_4); + __Pyx_XDECREF(__pyx_t_11); + __Pyx_XDECREF(__pyx_t_12); + __Pyx_AddTraceback("_cdec.Decoder.read_weights", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XDECREF(__pyx_v_fp); + __Pyx_XDECREF(__pyx_v_line); + __Pyx_XDECREF(__pyx_v_fname); + __Pyx_XDECREF(__pyx_v_value); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ +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); + { + PyObject* values[2] = {0,0}; + + /* "_cdec.pyx":92 + * self.weights[fname.strip()] = float(value) + * + * def translate(self, sentence, grammar=None): # <<<<<<<<<<<<<< + * cdef bytes input_str + * if isinstance(sentence, unicode) or isinstance(sentence, str): + */ + values[1] = ((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 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + 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--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__grammar); + if (value) { values[1] = value; kw_args--; } + } + } + 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;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } + } + __pyx_v_sentence = values[0]; + __pyx_v_grammar = values[1]; + } + 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_L3_error:; + __Pyx_AddTraceback("_cdec.Decoder.translate", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_RefNannyFinishContext(); + return NULL; + __pyx_L4_argument_unpacking_done:; + __pyx_r = __pyx_pf_5_cdec_7Decoder_6translate(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self), __pyx_v_sentence, __pyx_v_grammar); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +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) { + PyObject *__pyx_v_input_str = 0; + BasicObserver __pyx_v_observer; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hg = 0; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + PyObject *__pyx_t_5 = NULL; + char *__pyx_t_6; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("translate", 0); + + /* "_cdec.pyx":94 + * def translate(self, sentence, grammar=None): + * cdef bytes input_str + * if isinstance(sentence, unicode) or isinstance(sentence, str): # <<<<<<<<<<<<<< + * input_str = as_str(sentence.strip()) + * elif isinstance(sentence, Lattice): + */ + __pyx_t_1 = ((PyObject *)((PyObject*)(&PyUnicode_Type))); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_sentence, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (!__pyx_t_2) { + __pyx_t_1 = ((PyObject *)((PyObject*)(&PyString_Type))); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_3 = __Pyx_TypeCheck(__pyx_v_sentence, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_4 = __pyx_t_3; + } else { + __pyx_t_4 = __pyx_t_2; + } + if (__pyx_t_4) { + + /* "_cdec.pyx":95 + * 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_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_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_GOTREF(((PyObject *)__pyx_t_1)); + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + __pyx_v_input_str = __pyx_t_1; + __pyx_t_1 = 0; + goto __pyx_L3; + } + + /* "_cdec.pyx":96 + * if isinstance(sentence, unicode) or isinstance(sentence, str): + * input_str = as_str(sentence.strip()) + * elif isinstance(sentence, Lattice): # <<<<<<<<<<<<<< + * input_str = str(sentence) # PLF format + * else: + */ + __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Lattice)); + __Pyx_INCREF(__pyx_t_1); + __pyx_t_4 = __Pyx_TypeCheck(__pyx_v_sentence, __pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (__pyx_t_4) { + + /* "_cdec.pyx":97 + * 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_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_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;} + __pyx_v_input_str = ((PyObject*)__pyx_t_5); + __pyx_t_5 = 0; + goto __pyx_L3; + } + /*else*/ { + + /* "_cdec.pyx":99 + * 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_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_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); + 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_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_L3:; + + /* "_cdec.pyx":100 + * 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;} + if (__pyx_t_4) { + + /* "_cdec.pyx":101 + * 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))) + * else: + */ + __pyx_t_5 = ((PyObject *)((PyObject*)(&PyString_Type))); + __Pyx_INCREF(__pyx_t_5); + __pyx_t_4 = __Pyx_TypeCheck(__pyx_v_grammar, __pyx_t_5); + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + if (!__pyx_t_4) { + __pyx_t_5 = ((PyObject *)((PyObject*)(&PyUnicode_Type))); + __Pyx_INCREF(__pyx_t_5); + __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_grammar, __pyx_t_5); + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_4; + } + if (__pyx_t_3) { + + /* "_cdec.pyx":102 + * if grammar: + * if isinstance(grammar, str) or isinstance(grammar, unicode): + * self.dec.AddSupplementalGrammarFromString(string(as_str(grammar))) # <<<<<<<<<<<<<< + * else: + * self.dec.AddSupplementalGrammar(TextGrammar(grammar).grammar[0]) + */ + __pyx_v_self->dec->AddSupplementalGrammarFromString(std::string(__pyx_f_5_cdec_as_str(__pyx_v_grammar, NULL))); + goto __pyx_L5; + } + /*else*/ { + + /* "_cdec.pyx":104 + * 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_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_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])); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + } + __pyx_L5:; + goto __pyx_L4; + } + __pyx_L4:; + + /* "_cdec.pyx":105 + * else: + * self.dec.AddSupplementalGrammar(TextGrammar(grammar).grammar[0]) + * cdef decoder.BasicObserver observer = decoder.BasicObserver() # <<<<<<<<<<<<<< + * self.dec.Decode(string(input_str), &observer) + * if observer.hypergraph == NULL: + */ + __pyx_v_observer = BasicObserver(); + + /* "_cdec.pyx":106 + * 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_v_self->dec->Decode(std::string(__pyx_t_6), (&__pyx_v_observer)); + + /* "_cdec.pyx":107 + * cdef decoder.BasicObserver observer = decoder.BasicObserver() + * self.dec.Decode(string(input_str), &observer) + * if observer.hypergraph == NULL: # <<<<<<<<<<<<<< + * raise ParseFailed() + * cdef Hypergraph hg = Hypergraph() + */ + __pyx_t_3 = (__pyx_v_observer.hypergraph == NULL); + if (__pyx_t_3) { + + /* "_cdec.pyx":108 + * 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_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_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;} + goto __pyx_L6; + } + __pyx_L6:; + + /* "_cdec.pyx":109 + * 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_GOTREF(__pyx_t_5); + __pyx_v_hg = ((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_t_5); + __pyx_t_5 = 0; + + /* "_cdec.pyx":110 + * 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])); + + /* "_cdec.pyx":111 + * 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; + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_5); + __Pyx_AddTraceback("_cdec.Decoder.translate", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XDECREF(__pyx_v_input_str); + __Pyx_XDECREF((PyObject *)__pyx_v_hg); + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +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 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 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)}, + {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*/ + 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_DenseVector = { + __pyx_pw_5_cdec_11DenseVector_1__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_DenseVector, /*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_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 PyBufferProcs __pyx_tp_as_buffer_DenseVector = { + #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_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_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_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 isinstance(sentence, Lattice): - */ - __pyx_t_3 = ((PyObject *)((PyObject*)(&PyString_Type))); - __Pyx_INCREF(__pyx_t_3); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_sentence, __pyx_t_3); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (__pyx_t_2) { +static PyObject *__pyx_tp_new_5_cdec_Grammar(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} - /* "_cdec.pyx":95 - * 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 = 95; __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 = 95; __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; - __pyx_t_1 = 0; - goto __pyx_L3; +static void __pyx_tp_dealloc_5_cdec_Grammar(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_7Grammar_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); } + (*Py_TYPE(o)->tp_free)(o); +} - /* "_cdec.pyx":96 - * elif isinstance(sentence, str): - * inp = sentence.strip() - * elif isinstance(sentence, Lattice): # <<<<<<<<<<<<<< - * inp = str(sentence) # PLF format - * else: - */ - __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Lattice)); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_sentence, __pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { - - /* "_cdec.pyx":97 - * 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 = 97; __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 = 97; __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; - __pyx_t_3 = 0; - goto __pyx_L3; - } - /*else*/ { +static PyObject *__pyx_getprop_5_cdec_7Grammar_name(PyObject *o, void *x) { + return __pyx_pw_5_cdec_7Grammar_4name_1__get__(o); +} - /* "_cdec.pyx":99 - * 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_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;} - __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 = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} +static int __pyx_setprop_5_cdec_7Grammar_name(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_7Grammar_4name_3__set__(o, v); } - __pyx_L3:; - - /* "_cdec.pyx":100 - * 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 = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__pyx_t_2) { - - /* "_cdec.pyx":101 - * 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 = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_self->dec->SetSentenceGrammarFromString(std::string(((char *)__pyx_t_4))); - goto __pyx_L4; + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; } - __pyx_L4:; - - /* "_cdec.pyx":102 - * if grammar: - * self.dec.SetSentenceGrammarFromString(string( grammar)) - * cdef decoder.BasicObserver observer = decoder.BasicObserver() # <<<<<<<<<<<<<< - * self.dec.Decode(string(inp), &observer) - * if observer.hypergraph == NULL: - */ - __pyx_v_observer = BasicObserver(); - - /* "_cdec.pyx":103 - * 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 = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_self->dec->Decode(std::string(((char *)__pyx_t_4)), (&__pyx_v_observer)); - - /* "_cdec.pyx":104 - * cdef decoder.BasicObserver observer = decoder.BasicObserver() - * self.dec.Decode(string(inp), &observer) - * if observer.hypergraph == NULL: # <<<<<<<<<<<<<< - * raise ParseFailed() - * cdef Hypergraph hg = Hypergraph() - */ - __pyx_t_2 = (__pyx_v_observer.hypergraph == NULL); - if (__pyx_t_2) { +} - /* "_cdec.pyx":105 - * 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]; __pyx_lineno = 105; __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 = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__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 = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - goto __pyx_L5; - } - __pyx_L5:; +static PyMethodDef __pyx_methods_5_cdec_Grammar[] = { + {0, 0, 0, 0} +}; - /* "_cdec.pyx":106 - * 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 = 106; __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 struct PyGetSetDef __pyx_getsets_5_cdec_Grammar[] = { + {(char *)"name", __pyx_getprop_5_cdec_7Grammar_name, __pyx_setprop_5_cdec_7Grammar_name, 0, 0}, + {0, 0, 0, 0, 0} +}; - /* "_cdec.pyx":107 - * 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_Grammar = { + 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":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 __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/trule.pxi":2 + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":4 + * * 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) # <<<<<<<<<<<<<< * - * cdef class TRule: + * cdef class NT: */ - __pyx_k_tuple_9 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_9)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_9); + __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_GOTREF(__pyx_k_tuple_6); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_k_tuple_9, 0, ((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_9)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_6)); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":177 - * elif op == 3: # != - * return not (x == y) - * raise NotImplemented('comparison not implemented for HypergraphEdge') # <<<<<<<<<<<<<< - * - * cdef class HypergraphNode: + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":175 + * for trule in rules: + * if not isinstance(trule, BaseTRule): + * 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 = 177; __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 = 175; __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)); __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_13)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_14)); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":214 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":191 + * elif op == 3: # != + * return not (x == y) + * raise NotImplemented('comparison not implemented for HypergraphEdge') # <<<<<<<<<<<<<< + * + * cdef class HypergraphNode: + */ + __pyx_k_tuple_18 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_18)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_18); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_17)); + PyTuple_SET_ITEM(__pyx_k_tuple_18, 0, ((PyObject *)__pyx_kp_s_17)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_17)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_18)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":228 * elif op == 3: # != * return not (x == y) * raise NotImplemented('comparison not implemented for HypergraphNode') # <<<<<<<<<<<<<< */ - __pyx_k_tuple_16 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_16)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 214; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_16); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_15)); - PyTuple_SET_ITEM(__pyx_k_tuple_16, 0, ((PyObject *)__pyx_kp_s_15)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_15)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_16)); + __pyx_k_tuple_20 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_20)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_20); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_19)); + PyTuple_SET_ITEM(__pyx_k_tuple_20, 0, ((PyObject *)__pyx_kp_s_19)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_19)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_20)); /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":13 * else: @@ -21408,12 +25392,12 @@ static int __Pyx_InitCachedConstants(void) { * if not isinstance(inp, str): * raise TypeError('Cannot create lattice from %s' % type(inp)) */ - __pyx_k_tuple_17 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_17)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_17); + __pyx_k_tuple_21 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_21)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_21); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_k_tuple_17, 0, ((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_k_tuple_21, 0, ((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_17)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_21)); /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":21 * def __getitem__(self, int index): @@ -21422,12 +25406,12 @@ static int __Pyx_InitCachedConstants(void) { * arcs = [] * cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] */ - __pyx_k_tuple_20 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_20)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_20); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_19)); - PyTuple_SET_ITEM(__pyx_k_tuple_20, 0, ((PyObject *)__pyx_kp_s_19)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_19)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_20)); + __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_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 * def __setitem__(self, int index, tuple arcs): @@ -21436,12 +25420,12 @@ static int __Pyx_InitCachedConstants(void) { * cdef lattice.LatticeArc* arc * for (label, cost, dist2next) in arcs: */ - __pyx_k_tuple_21 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_21)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_21); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_19)); - PyTuple_SET_ITEM(__pyx_k_tuple_21, 0, ((PyObject *)__pyx_kp_s_19)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_19)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_21)); + __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_GOTREF(__pyx_k_tuple_25); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_23)); + PyTuple_SET_ITEM(__pyx_k_tuple_25, 0, ((PyObject *)__pyx_kp_s_23)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_23)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_25)); /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":38 * for (label, cost, dist2next) in arcs: @@ -21450,12 +25434,12 @@ static int __Pyx_InitCachedConstants(void) { * arc = new lattice.LatticeArc(TDConvert(label), cost, dist2next) * self.lattice[0][index].push_back(arc[0]) */ - __pyx_k_tuple_22 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_22)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_22); + __pyx_k_tuple_26 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_26)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_26); __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_26, 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_26)); /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":64 * for i in range(len(self)): @@ -21464,15 +25448,15 @@ static int __Pyx_InitCachedConstants(void) { * yield '%d [shape=doublecircle]' % len(self) * yield '}' */ - __pyx_k_tuple_29 = PyTuple_New(2); if (unlikely(!__pyx_k_tuple_29)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_29); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_27)); - PyTuple_SET_ITEM(__pyx_k_tuple_29, 0, ((PyObject *)__pyx_kp_s_27)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_27)); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_28)); - PyTuple_SET_ITEM(__pyx_k_tuple_29, 1, ((PyObject *)__pyx_kp_s_28)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_28)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_29)); + __pyx_k_tuple_33 = PyTuple_New(2); if (unlikely(!__pyx_k_tuple_33)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_33); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_31)); + PyTuple_SET_ITEM(__pyx_k_tuple_33, 0, ((PyObject *)__pyx_kp_s_31)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_31)); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_32)); + PyTuple_SET_ITEM(__pyx_k_tuple_33, 1, ((PyObject *)__pyx_kp_s_32)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_32)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_33)); /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 * @@ -21481,34 +25465,34 @@ static int __Pyx_InitCachedConstants(void) { * yield 'digraph lattice {' * yield 'rankdir = LR;' */ - __pyx_k_tuple_32 = PyTuple_New(4); if (unlikely(!__pyx_k_tuple_32)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_32); + __pyx_k_tuple_36 = PyTuple_New(4); if (unlikely(!__pyx_k_tuple_36)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_36); __Pyx_INCREF(((PyObject *)__pyx_n_s__i)); - PyTuple_SET_ITEM(__pyx_k_tuple_32, 0, ((PyObject *)__pyx_n_s__i)); + PyTuple_SET_ITEM(__pyx_k_tuple_36, 0, ((PyObject *)__pyx_n_s__i)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__i)); __Pyx_INCREF(((PyObject *)__pyx_n_s__label)); - PyTuple_SET_ITEM(__pyx_k_tuple_32, 1, ((PyObject *)__pyx_n_s__label)); + PyTuple_SET_ITEM(__pyx_k_tuple_36, 1, ((PyObject *)__pyx_n_s__label)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__label)); __Pyx_INCREF(((PyObject *)__pyx_n_s__weight)); - PyTuple_SET_ITEM(__pyx_k_tuple_32, 2, ((PyObject *)__pyx_n_s__weight)); + PyTuple_SET_ITEM(__pyx_k_tuple_36, 2, ((PyObject *)__pyx_n_s__weight)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__weight)); __Pyx_INCREF(((PyObject *)__pyx_n_s__delta)); - PyTuple_SET_ITEM(__pyx_k_tuple_32, 3, ((PyObject *)__pyx_n_s__delta)); + PyTuple_SET_ITEM(__pyx_k_tuple_36, 3, ((PyObject *)__pyx_n_s__delta)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__delta)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_32)); - __pyx_k_codeobj_33 = (PyObject*)__Pyx_PyCode_New(0, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_32, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_34, __pyx_n_s__lines, 58, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_33)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_36)); + __pyx_k_codeobj_37 = (PyObject*)__Pyx_PyCode_New(0, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_36, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_38, __pyx_n_s__lines, 58, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_37)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":67 * yield '%d [shape=doublecircle]' % len(self) * yield '}' * return '\n'.join(lines()).encode('utf8') # <<<<<<<<<<<<<< */ - __pyx_k_tuple_36 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_36)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_36); + __pyx_k_tuple_40 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_40)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_40); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_k_tuple_36, 0, ((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_k_tuple_40, 0, ((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_36)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_40)); /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":79 * def __getitem__(self,int k): @@ -21517,96 +25501,84 @@ static int __Pyx_InitCachedConstants(void) { * cdef Candidate candidate = Candidate() * candidate.candidate = &self.cs[0][k] */ - __pyx_k_tuple_38 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_38)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_38); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_37)); - PyTuple_SET_ITEM(__pyx_k_tuple_38, 0, ((PyObject *)__pyx_kp_s_37)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_37)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_38)); + __pyx_k_tuple_42 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_42)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_42); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_41)); + PyTuple_SET_ITEM(__pyx_k_tuple_42, 0, ((PyObject *)__pyx_kp_s_41)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_41)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_42)); - /* "_cdec.pyx":49 + /* "_cdec.pyx":50 * """ * if config_str is None: * formalism = config.get('formalism', None) # <<<<<<<<<<<<<< * if formalism not in ('scfg', 'fst', 'lextrans', 'pb', * 'csplit', 'tagger', 'lexalign'): */ - __pyx_k_tuple_41 = PyTuple_New(2); if (unlikely(!__pyx_k_tuple_41)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_41); + __pyx_k_tuple_45 = PyTuple_New(2); if (unlikely(!__pyx_k_tuple_45)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_45); __Pyx_INCREF(((PyObject *)__pyx_n_s__formalism)); - PyTuple_SET_ITEM(__pyx_k_tuple_41, 0, ((PyObject *)__pyx_n_s__formalism)); + PyTuple_SET_ITEM(__pyx_k_tuple_45, 0, ((PyObject *)__pyx_n_s__formalism)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__formalism)); __Pyx_INCREF(Py_None); - PyTuple_SET_ITEM(__pyx_k_tuple_41, 1, Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_45, 1, Py_None); __Pyx_GIVEREF(Py_None); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_41)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_45)); - /* "_cdec.pyx":87 + /* "_cdec.pyx":88 * 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_k_tuple_45 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_45)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_45); - __Pyx_INCREF(((PyObject *)__pyx_kp_s_44)); - PyTuple_SET_ITEM(__pyx_k_tuple_45, 0, ((PyObject *)__pyx_kp_s_44)); - __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_44)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_45)); + __pyx_k_tuple_49 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_49)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_49); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_48)); + PyTuple_SET_ITEM(__pyx_k_tuple_49, 0, ((PyObject *)__pyx_kp_s_48)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_48)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_49)); - /* "_cdec.pyx":85 + /* "_cdec.pyx":86 * * def read_weights(self, weights): * with open(weights) as fp: # <<<<<<<<<<<<<< * for line in fp: * if line.strip().startswith('#'): continue */ - __pyx_k_tuple_46 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_46)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_46); + __pyx_k_tuple_50 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_50)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_50); __Pyx_INCREF(Py_None); - PyTuple_SET_ITEM(__pyx_k_tuple_46, 0, Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_50, 0, Py_None); __Pyx_GIVEREF(Py_None); __Pyx_INCREF(Py_None); - PyTuple_SET_ITEM(__pyx_k_tuple_46, 1, Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_50, 1, Py_None); __Pyx_GIVEREF(Py_None); __Pyx_INCREF(Py_None); - PyTuple_SET_ITEM(__pyx_k_tuple_46, 2, Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_50, 2, Py_None); __Pyx_GIVEREF(Py_None); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_46)); - - /* "_cdec.pyx":93 - * def translate(self, sentence, grammar=None): - * if isinstance(sentence, unicode): - * inp = sentence.strip().encode('utf8') # <<<<<<<<<<<<<< - * elif isinstance(sentence, str): - * inp = sentence.strip() - */ - __pyx_k_tuple_47 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_47)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_47); - __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); - PyTuple_SET_ITEM(__pyx_k_tuple_47, 0, ((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_47)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_50)); - /* "/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_k_tuple_49 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_49)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_49); + __pyx_k_tuple_52 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_52)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_52); __Pyx_INCREF(((PyObject *)__pyx_n_s__phrase)); - PyTuple_SET_ITEM(__pyx_k_tuple_49, 0, ((PyObject *)__pyx_n_s__phrase)); + PyTuple_SET_ITEM(__pyx_k_tuple_52, 0, ((PyObject *)__pyx_n_s__phrase)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__phrase)); __Pyx_INCREF(((PyObject *)__pyx_n_s__genexpr)); - PyTuple_SET_ITEM(__pyx_k_tuple_49, 1, ((PyObject *)__pyx_n_s__genexpr)); + PyTuple_SET_ITEM(__pyx_k_tuple_52, 1, ((PyObject *)__pyx_n_s__genexpr)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__genexpr)); __Pyx_INCREF(((PyObject *)__pyx_n_s__genexpr)); - PyTuple_SET_ITEM(__pyx_k_tuple_49, 2, ((PyObject *)__pyx_n_s__genexpr)); + PyTuple_SET_ITEM(__pyx_k_tuple_52, 2, ((PyObject *)__pyx_n_s__genexpr)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__genexpr)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_49)); - __pyx_k_codeobj_50 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_49, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_51, __pyx_n_s___phrase, 1, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_50)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_52)); + __pyx_k_codeobj_53 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_52, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_54, __pyx_n_s___phrase, 3, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_53)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":143 * return self.name.c_str() @@ -21614,51 +25586,51 @@ static int __Pyx_InitCachedConstants(void) { * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') */ - __pyx_k_tuple_52 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_52)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_52); + __pyx_k_tuple_55 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_55)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_55); __Pyx_INCREF(((PyObject *)__pyx_n_s__IBM_BLEU)); - PyTuple_SET_ITEM(__pyx_k_tuple_52, 0, ((PyObject *)__pyx_n_s__IBM_BLEU)); + PyTuple_SET_ITEM(__pyx_k_tuple_55, 0, ((PyObject *)__pyx_n_s__IBM_BLEU)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__IBM_BLEU)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_52)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_55)); /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":144 * * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< */ - __pyx_k_tuple_53 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_53)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_53); + __pyx_k_tuple_56 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_56)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_56); __Pyx_INCREF(((PyObject *)__pyx_n_s__TER)); - PyTuple_SET_ITEM(__pyx_k_tuple_53, 0, ((PyObject *)__pyx_n_s__TER)); + PyTuple_SET_ITEM(__pyx_k_tuple_56, 0, ((PyObject *)__pyx_n_s__TER)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__TER)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_53)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_56)); - /* "_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_k_tuple_54 = PyTuple_New(5); if (unlikely(!__pyx_k_tuple_54)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_54); + __pyx_k_tuple_57 = PyTuple_New(5); if (unlikely(!__pyx_k_tuple_57)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_57); __Pyx_INCREF(((PyObject *)__pyx_n_s__config)); - PyTuple_SET_ITEM(__pyx_k_tuple_54, 0, ((PyObject *)__pyx_n_s__config)); + PyTuple_SET_ITEM(__pyx_k_tuple_57, 0, ((PyObject *)__pyx_n_s__config)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__config)); __Pyx_INCREF(((PyObject *)__pyx_n_s__key)); - PyTuple_SET_ITEM(__pyx_k_tuple_54, 1, ((PyObject *)__pyx_n_s__key)); + PyTuple_SET_ITEM(__pyx_k_tuple_57, 1, ((PyObject *)__pyx_n_s__key)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__key)); __Pyx_INCREF(((PyObject *)__pyx_n_s__value)); - PyTuple_SET_ITEM(__pyx_k_tuple_54, 2, ((PyObject *)__pyx_n_s__value)); + PyTuple_SET_ITEM(__pyx_k_tuple_57, 2, ((PyObject *)__pyx_n_s__value)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__value)); __Pyx_INCREF(((PyObject *)__pyx_n_s__name)); - PyTuple_SET_ITEM(__pyx_k_tuple_54, 3, ((PyObject *)__pyx_n_s__name)); + PyTuple_SET_ITEM(__pyx_k_tuple_57, 3, ((PyObject *)__pyx_n_s__name)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__name)); __Pyx_INCREF(((PyObject *)__pyx_n_s__info)); - PyTuple_SET_ITEM(__pyx_k_tuple_54, 4, ((PyObject *)__pyx_n_s__info)); + PyTuple_SET_ITEM(__pyx_k_tuple_57, 4, ((PyObject *)__pyx_n_s__info)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__info)); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_54)); - __pyx_k_codeobj_55 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_54, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_56, __pyx_n_s___make_config, 27, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_55)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_57)); + __pyx_k_codeobj_58 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_57, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_59, __pyx_n_s___make_config, 28, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_58)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_RefNannyFinishContext(); 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