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-rw-r--r--python/src/_cdec.cpp19873
-rw-r--r--python/src/_cdec.pyx70
l---------python/src/cdec.sa._sa.pxd1
-rw-r--r--python/src/decoder.pxd11
-rw-r--r--python/src/grammar.pxd45
-rw-r--r--python/src/grammar.pxi213
-rw-r--r--python/src/hypergraph.pxd57
-rw-r--r--python/src/hypergraph.pxi181
-rw-r--r--python/src/lattice.pxi13
-rw-r--r--python/src/mteval.pxd19
-rw-r--r--python/src/mteval.pxi74
-rw-r--r--python/src/observer.h1
-rw-r--r--python/src/py_scorer.h44
-rw-r--r--python/src/sa/_sa.c64306
-rw-r--r--python/src/sa/_sa.pxd17
-rw-r--r--python/src/sa/_sa.pyx29
-rw-r--r--python/src/sa/alignment.pxi105
-rw-r--r--python/src/sa/bilex.pxi418
-rw-r--r--python/src/sa/data_array.pxi158
-rw-r--r--python/src/sa/float_list.pxi77
-rw-r--r--python/src/sa/int_list.pxi177
-rw-r--r--python/src/sa/lcp.pxi89
-rw-r--r--python/src/sa/precomputation.pxi454
-rw-r--r--python/src/sa/rule.pxi236
-rw-r--r--python/src/sa/rulefactory.pxi1793
-rw-r--r--python/src/sa/str_map.pxi23
-rw-r--r--python/src/sa/strmap.cc232
-rw-r--r--python/src/sa/strmap.h22
-rw-r--r--python/src/sa/suffix_array.pxi259
-rw-r--r--python/src/sa/sym.pxi105
-rw-r--r--python/src/sa/veb.pxi392
-rw-r--r--python/src/utils.pxd19
-rw-r--r--python/src/vectors.pxi27
33 files changed, 86700 insertions, 2840 deletions
diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp
index 3a127ba9..dcd33448 100644
--- a/python/src/_cdec.cpp
+++ b/python/src/_cdec.cpp
@@ -1,4 +1,4 @@
-/* Generated by Cython 0.16 on Thu Jul 5 16:20:15 2012 */
+/* Generated by Cython 0.17.beta1 on Sun Jul 29 23:00:27 2012 */
#define PY_SSIZE_T_CLEAN
#include "Python.h"
@@ -47,12 +47,6 @@
#define CYTHON_COMPILING_IN_CPYTHON 1
#endif
-#if CYTHON_COMPILING_IN_PYPY
- #define __Pyx_PyCFunction_Call PyObject_Call
-#else
- #define __Pyx_PyCFunction_Call PyCFunction_Call
-#endif
-
#if PY_VERSION_HEX < 0x02050000
typedef int Py_ssize_t;
#define PY_SSIZE_T_MAX INT_MAX
@@ -60,8 +54,11 @@
#define PY_FORMAT_SIZE_T ""
#define PyInt_FromSsize_t(z) PyInt_FromLong(z)
#define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o)
- #define PyNumber_Index(o) PyNumber_Int(o)
- #define PyIndex_Check(o) PyNumber_Check(o)
+ #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \
+ (PyErr_Format(PyExc_TypeError, \
+ "expected index value, got %.200s", Py_TYPE(o)->tp_name), \
+ (PyObject*)0))
+ #define PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && !PyComplex_Check(o))
#define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message)
#define __PYX_BUILD_PY_SSIZE_T "i"
#else
@@ -130,14 +127,20 @@
#endif
-#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_GET_LENGTH)
+#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
#define CYTHON_PEP393_ENABLED 1
- #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u)
+ #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? \
+ 0 : _PyUnicode_Ready((PyObject *)(op)))
+ #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u)
#define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
+ #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i)
#else
#define CYTHON_PEP393_ENABLED 0
- #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u)
+ #define __Pyx_PyUnicode_READY(op) (0)
+ #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u)
#define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
+
+ #define __Pyx_PyUnicode_READ(k, d, i) ((k=k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
#endif
#if PY_MAJOR_VERSION >= 3
@@ -270,6 +273,7 @@
#include <math.h>
#define __PYX_HAVE___cdec
#define __PYX_HAVE_API___cdec
+#include "string.h"
#include <string>
#include <vector>
#include <utility>
@@ -285,6 +289,9 @@
#include "utils/filelib.h"
#include "utils/sampler.h"
#include <boost/shared_ptr.hpp>
+#include <boost/program_options.hpp>
+#include "decoder/trule.h"
+#include "decoder/grammar.h"
#include "decoder/lattice.h"
#include "decoder/hg.h"
#include "decoder/viterbi.h"
@@ -292,11 +299,13 @@
#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"
#include "decoder/kbest.h"
#include "mteval/ns.h"
+#include "py_scorer.h"
#include "training/candidate_set.h"
#ifdef _OPENMP
#include <omp.h>
@@ -352,7 +361,11 @@ static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*);
+#if CYTHON_COMPILING_IN_CPYTHON
#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
+#else
+#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
+#endif
#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
#ifdef __GNUC__
@@ -382,61 +395,203 @@ static const char *__pyx_filename;
static const char *__pyx_f[] = {
"_cdec.pyx",
"vectors.pxi",
+ "grammar.pxi",
"hypergraph.pxi",
"lattice.pxi",
"mteval.pxi",
+ "stringsource",
+ "cdec.sa._sa.pxd",
};
/*--- Type declarations ---*/
struct __pyx_obj_5_cdec_Scorer;
+struct __pyx_obj_5_cdec_NTRef;
+struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__;
+struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr;
+struct __pyx_obj_4cdec_2sa_3_sa_Phrase;
+struct __pyx_obj_5_cdec_Grammar;
+struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__;
+struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot;
+struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase;
struct __pyx_obj_5_cdec_CandidateSet;
-struct __pyx_obj_5_cdec_SufficientStats;
+struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__;
+struct __pyx_obj_5_cdec_TRule;
+struct __pyx_obj_4cdec_2sa_3_sa_Rule;
+struct __pyx_obj_5_cdec_MRule;
+struct __pyx_obj_5_cdec_SegmentEvaluator;
+struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__;
+struct __pyx_obj_5_cdec_Candidate;
+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_4_kbest_features;
-struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree;
+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_SegmentEvaluator;
+struct __pyx_obj_5_cdec_HypergraphNode;
struct __pyx_obj_5_cdec_SparseVector;
-struct __pyx_obj_5_cdec_Hypergraph;
-struct __pyx_obj_5_cdec_Lattice;
+struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__;
struct __pyx_obj_5_cdec___pyx_scope_struct____iter__;
-struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest;
-struct __pyx_obj_5_cdec_Candidate;
-struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines;
-struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample;
+struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__;
struct __pyx_obj_5_cdec_DenseVector;
-struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__;
-struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__;
-struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__;
-struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot;
+struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__;
+struct __pyx_obj_5_cdec_Metric;
+struct __pyx_obj_5_cdec_SufficientStats;
+struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest;
+struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features;
+struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__;
+struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__;
+struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr;
+struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees;
+struct __pyx_obj_5_cdec_Hypergraph;
+struct __pyx_obj_5_cdec_Lattice;
+struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample;
+struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__;
+struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config;
+struct __pyx_obj_5_cdec_TextGrammar;
+struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines;
struct __pyx_opt_args_5_cdec_as_str;
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":3
- * cimport mteval
+/* "_cdec.pyx":6
+ * cimport decoder
*
- * cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<<
+ * cdef char* as_str(data, char* 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;
- PyObject *error_msg;
+ char *error_msg;
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":122
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":117
* return CandidateSet(self)
*
* cdef class Scorer: # <<<<<<<<<<<<<<
* cdef string* name
- *
+ * cdef mteval.EvaluationMetric* metric
*/
struct __pyx_obj_5_cdec_Scorer {
PyObject_HEAD
std::string *name;
+ EvaluationMetric *metric;
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70
+/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":20
+ * return '[%s]' % self.cat
+ *
+ * cdef class NTRef: # <<<<<<<<<<<<<<
+ * cdef public unsigned ref
+ * def __init__(self, unsigned 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_23___cinit__ {
+ PyObject_HEAD
+ PyObject *__pyx_v_config;
+};
+
+
+/* "_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_24_genexpr {
+ PyObject_HEAD
+ 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;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":1
+ * cdef class Phrase: # <<<<<<<<<<<<<<
+ * cdef int *syms
+ * cdef int n, *varpos, n_vars
+ */
+struct __pyx_obj_4cdec_2sa_3_sa_Phrase {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase *__pyx_vtab;
+ int *syms;
+ int n;
+ int *varpos;
+ int n_vars;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":181
+ * super(MRule, self).__init__(lhs, rhs, e, scores, a)
+ *
+ * cdef class Grammar: # <<<<<<<<<<<<<<
+ * cdef shared_ptr[grammar.Grammar]* grammar
+ *
+ */
+struct __pyx_obj_5_cdec_Grammar {
+ PyObject_HEAD
+ boost::shared_ptr<Grammar> *grammar;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":119
+ *
+ * property nodes:
+ * def __get__(self): # <<<<<<<<<<<<<<
+ * cdef unsigned i
+ * 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_Hypergraph *__pyx_v_self;
+ size_t __pyx_t_0;
+ unsigned int __pyx_t_1;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":57
+ * yield self[i]
+ *
+ * def todot(self): # <<<<<<<<<<<<<<
+ * def lines():
+ * yield 'digraph lattice {'
+ */
+struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot {
+ PyObject_HEAD
+ struct __pyx_obj_5_cdec_Lattice *__pyx_v_self;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":5
+ * import cdec.sa._sa as _sa
+ *
+ * def _phrase(phrase): # <<<<<<<<<<<<<<
+ * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase)
+ *
+ */
+struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase {
+ PyObject_HEAD
+ PyObject *__pyx_v_phrase;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65
* return result
*
* cdef class CandidateSet: # <<<<<<<<<<<<<<
@@ -451,79 +606,209 @@ struct __pyx_obj_5_cdec_CandidateSet {
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":36
- * return fmap
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":167
*
- * cdef class SufficientStats: # <<<<<<<<<<<<<<
- * cdef mteval.SufficientStats* stats
+ * property tail_nodes:
+ * def __get__(self): # <<<<<<<<<<<<<<
+ * cdef unsigned i
+ * for i in range(self.edge.tail_nodes_.size()):
+ */
+struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ {
+ PyObject_HEAD
+ unsigned int __pyx_v_i;
+ struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self;
+ unsigned int __pyx_t_0;
+ unsigned int __pyx_t_1;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":50
+ * return TRule(lhs, f, e, scores, a)
+ *
+ * cdef class TRule: # <<<<<<<<<<<<<<
+ * cdef shared_ptr[grammar.TRule]* rule
+ *
+ */
+struct __pyx_obj_5_cdec_TRule {
+ PyObject_HEAD
+ boost::shared_ptr<TRule> *rule;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":7
+ * cdef public int chunklen(self, int k)
+ *
+ * cdef class Rule: # <<<<<<<<<<<<<<
+ * cdef public int lhs
+ * cdef readonly Phrase f, e
+ */
+struct __pyx_obj_4cdec_2sa_3_sa_Rule {
+ PyObject_HEAD
+ int lhs;
+ struct __pyx_obj_4cdec_2sa_3_sa_Phrase *f;
+ struct __pyx_obj_4cdec_2sa_3_sa_Phrase *e;
+ float *cscores;
+ int n_scores;
+ PyObject *word_alignments;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":169
+ * _phrase(self.f), _phrase(self.e), scores)
+ *
+ * cdef class MRule(TRule): # <<<<<<<<<<<<<<
+ * def __init__(self, lhs, rhs, scores, a=None):
+ * cdef unsigned i = 1
+ */
+struct __pyx_obj_5_cdec_MRule {
+ struct __pyx_obj_5_cdec_TRule __pyx_base;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":98
+ * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get())
+ *
+ * cdef class SegmentEvaluator: # <<<<<<<<<<<<<<
+ * cdef shared_ptr[mteval.SegmentEvaluator]* scorer
* cdef mteval.EvaluationMetric* metric
*/
-struct __pyx_obj_5_cdec_SufficientStats {
+struct __pyx_obj_5_cdec_SegmentEvaluator {
PyObject_HEAD
- SufficientStats *stats;
+ boost::shared_ptr<SegmentEvaluator> *scorer;
EvaluationMetric *metric;
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":55
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":44
+ * return self.stats.size()
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * for i in range(len(self)):
+ * yield self[i]
+ */
+struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ {
+ PyObject_HEAD
+ PyObject *__pyx_v_i;
+ struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self;
+ Py_ssize_t __pyx_t_0;
+ PyObject *__pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":12
+ * return stats
+ *
+ * cdef class Candidate: # <<<<<<<<<<<<<<
+ * cdef mteval.const_Candidate* candidate
+ * cdef public float score
+ */
+struct __pyx_obj_5_cdec_Candidate {
+ PyObject_HEAD
+ const training::Candidate *candidate;
+ float score;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":165
+ *
+ * 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_genexpr {
+ PyObject_HEAD
+ 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":8
+ * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase)
+ *
+ * cdef class NT: # <<<<<<<<<<<<<<
+ * cdef public bytes cat
+ * cdef public unsigned ref
+ */
+struct __pyx_obj_5_cdec_NT {
+ PyObject_HEAD
+ PyObject *cat;
+ unsigned int ref;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":147
+ * return vector
+ *
+ * cdef class HypergraphEdge: # <<<<<<<<<<<<<<
+ * cdef hypergraph.Hypergraph* hg
+ * cdef hypergraph.HypergraphEdge* edge
+ */
+struct __pyx_obj_5_cdec_HypergraphEdge {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_5_cdec_HypergraphEdge *__pyx_vtab;
+ Hypergraph *hg;
+ Hypergraph::Edge *edge;
+ struct __pyx_obj_5_cdec_TRule *trule;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":67
* self.vector.set_value(fid, value)
*
* def __iter__(self): # <<<<<<<<<<<<<<
* cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False)
- * 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<weight_t>::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/hypergraph.pxi":60
- * del derivations
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":209
*
- * def kbest_features(self, size): # <<<<<<<<<<<<<<
- * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size)
- * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation
+ * property 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_4_kbest_features {
+struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ {
PyObject_HEAD
- KBest::KBestDerivations<FastSparseVector<weight_t>,FeatureVectorTraversal>::Derivation *__pyx_v_derivation;
- KBest::KBestDerivations<FastSparseVector<weight_t>,FeatureVectorTraversal> *__pyx_v_derivations;
- struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap;
- unsigned int __pyx_v_k;
- struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self;
- PyObject *__pyx_v_size;
- unsigned int __pyx_t_0;
- long __pyx_t_1;
+ unsigned int __pyx_v_i;
+ struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self;
+ size_t __pyx_t_0;
+ unsigned int __pyx_t_1;
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":46
- * del derivations
+/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":124
*
- * def kbest_tree(self, size): # <<<<<<<<<<<<<<
- * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size)
- * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation
+ * 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_3_kbest_tree {
+struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ {
PyObject_HEAD
- KBest::KBestDerivations<std::vector<WordID>,ETreeTraversal>::Derivation *__pyx_v_derivation;
- KBest::KBestDerivations<std::vector<WordID>,ETreeTraversal> *__pyx_v_derivations;
- unsigned int __pyx_v_k;
- struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self;
- PyObject *__pyx_v_size;
- PyObject *__pyx_v_tree;
- unsigned int __pyx_t_0;
- long __pyx_t_1;
+ std::vector<AlignmentPoint> *__pyx_v_a;
+ unsigned int __pyx_v_i;
+ struct __pyx_obj_5_cdec_TRule *__pyx_v_self;
+ size_t __pyx_t_0;
+ unsigned int __pyx_t_1;
};
-/* "_cdec.pyx":15
- * class ParseFailed(Exception): pass
+/* "_cdec.pyx":39
+ * yield key, bytes(value)
*
* cdef class Decoder: # <<<<<<<<<<<<<<
* cdef decoder.Decoder* dec
@@ -536,21 +821,22 @@ struct __pyx_obj_5_cdec_Decoder {
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":103
- * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get())
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":193
+ * raise NotImplemented('comparison not implemented for HypergraphEdge')
*
- * cdef class SegmentEvaluator: # <<<<<<<<<<<<<<
- * cdef shared_ptr[mteval.SegmentEvaluator]* scorer
- * cdef mteval.EvaluationMetric* metric
+ * cdef class HypergraphNode: # <<<<<<<<<<<<<<
+ * cdef hypergraph.Hypergraph* hg
+ * cdef hypergraph.HypergraphNode* node
*/
-struct __pyx_obj_5_cdec_SegmentEvaluator {
+struct __pyx_obj_5_cdec_HypergraphNode {
PyObject_HEAD
- boost::shared_ptr<SegmentEvaluator> *scorer;
- EvaluationMetric *metric;
+ struct __pyx_vtabstruct_5_cdec_HypergraphNode *__pyx_vtab;
+ Hypergraph *hg;
+ Hypergraph::Node *node;
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":36
+/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":45
* return sparse
*
* cdef class SparseVector: # <<<<<<<<<<<<<<
@@ -563,34 +849,23 @@ struct __pyx_obj_5_cdec_SparseVector {
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":4
- * cimport kbest as kb
- *
- * cdef class Hypergraph: # <<<<<<<<<<<<<<
- * cdef hypergraph.Hypergraph* hg
- * cdef MT19937* rng
- */
-struct __pyx_obj_5_cdec_Hypergraph {
- PyObject_HEAD
- Hypergraph *hg;
- MT19937 *rng;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":3
- * cimport lattice
- *
- * cdef class Lattice: # <<<<<<<<<<<<<<
- * cdef lattice.Lattice* lattice
+/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":52
+ * return hypergraph.AsPLF(self.lattice[0], True).c_str()
*
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef unsigned i
+ * for i in range(len(self)):
*/
-struct __pyx_obj_5_cdec_Lattice {
+struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ {
PyObject_HEAD
- Lattice *lattice;
+ unsigned int __pyx_v_i;
+ struct __pyx_obj_5_cdec_Lattice *__pyx_v_self;
+ Py_ssize_t __pyx_t_0;
+ unsigned int __pyx_t_1;
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":22
+/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":31
* self.vector[0][fid] = value
*
* def __iter__(self): # <<<<<<<<<<<<<<
@@ -606,156 +881,349 @@ struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ {
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":32
- * return fmap
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90
+ * return candidate
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef unsigned i
+ * for i in range(len(self)):
+ */
+struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ {
+ PyObject_HEAD
+ unsigned int __pyx_v_i;
+ struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self;
+ Py_ssize_t __pyx_t_0;
+ unsigned int __pyx_t_1;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3
+ * from cython.operator cimport preincrement as pinc
+ *
+ * cdef class DenseVector: # <<<<<<<<<<<<<<
+ * cdef vector[weight_t]* vector
+ * cdef bint owned # if True, do not manage memory
+ */
+struct __pyx_obj_5_cdec_DenseVector {
+ PyObject_HEAD
+ std::vector<weight_t> *vector;
+ int owned;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":187
+ * del self.grammar
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef grammar.const_GrammarIter* root = self.grammar.get().GetRoot()
+ * cdef grammar.const_RuleBin* rbin = root.GetRules()
+ */
+struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ {
+ PyObject_HEAD
+ 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;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":173
+ * out.fields[i] = ss[i]
+ *
+ * cdef class Metric: # <<<<<<<<<<<<<<
+ * cdef Scorer scorer
+ * def __cinit__(self):
+ */
+struct __pyx_obj_5_cdec_Metric {
+ PyObject_HEAD
+ struct __pyx_obj_5_cdec_Scorer *scorer;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":26
+ * return fmap
+ *
+ * cdef class SufficientStats: # <<<<<<<<<<<<<<
+ * cdef mteval.SufficientStats* stats
+ * cdef mteval.EvaluationMetric* metric
+ */
+struct __pyx_obj_5_cdec_SufficientStats {
+ PyObject_HEAD
+ SufficientStats *stats;
+ EvaluationMetric *metric;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":31
+ * return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8')
*
* def kbest(self, size): # <<<<<<<<<<<<<<
- * cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size)
- * cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation
+ * cdef 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 {
+struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest {
PyObject_HEAD
KBest::KBestDerivations<std::vector<WordID>,ESentenceTraversal>::Derivation *__pyx_v_derivation;
KBest::KBestDerivations<std::vector<WordID>,ESentenceTraversal> *__pyx_v_derivations;
unsigned int __pyx_v_k;
struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self;
- PyObject *__pyx_v_sentence;
PyObject *__pyx_v_size;
unsigned int __pyx_t_0;
long __pyx_t_1;
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":22
- * return stats
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61
+ * del e_derivations
*
- * cdef class Candidate: # <<<<<<<<<<<<<<
- * cdef mteval.Candidate* candidate
- * cdef public float score
+ * 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_Candidate {
+struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features {
PyObject_HEAD
- const training::Candidate *candidate;
- float score;
+ KBest::KBestDerivations<FastSparseVector<weight_t>,FeatureVectorTraversal>::Derivation *__pyx_v_derivation;
+ KBest::KBestDerivations<FastSparseVector<weight_t>,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/lattice.pxi":59
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":203
*
- * def todot(self):
- * def lines(): # <<<<<<<<<<<<<<
- * yield 'digraph lattice {'
- * yield 'rankdir = LR;'
+ * 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_8_lines {
+struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ {
PyObject_HEAD
- struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *__pyx_outer_scope;
- PyObject *__pyx_v_delta;
- PyObject *__pyx_v_i;
- PyObject *__pyx_v_label;
- PyObject *__pyx_v_weight;
- Py_ssize_t __pyx_t_0;
- PyObject *__pyx_t_1;
+ 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":164
+ * self.rule.get().lhs_ = -TDConvert(<char *>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_TRule *__pyx_v_self;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":6
+ *
+ * def _phrase(phrase):
+ * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) # <<<<<<<<<<<<<<
+ *
+ * cdef class NT:
+ */
+struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *__pyx_outer_scope;
+ PyObject *__pyx_v_w;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
PyObject *(*__pyx_t_2)(PyObject *);
- PyObject *__pyx_t_3;
- Py_ssize_t __pyx_t_4;
- PyObject *(*__pyx_t_5)(PyObject *);
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75
+/* "/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<std::vector<WordID>,ETreeTraversal>::Derivation *__pyx_v_e_derivation;
+ KBest::KBestDerivations<std::vector<WordID>,ETreeTraversal> *__pyx_v_e_derivations;
+ PyObject *__pyx_v_e_tree;
+ KBest::KBestDerivations<std::vector<WordID>,FTreeTraversal>::Derivation *__pyx_v_f_derivation;
+ KBest::KBestDerivations<std::vector<WordID>,FTreeTraversal> *__pyx_v_f_derivations;
+ PyObject *__pyx_v_f_tree;
+ unsigned int __pyx_v_k;
+ struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self;
+ PyObject *__pyx_v_size;
+ unsigned int __pyx_t_0;
+ long __pyx_t_1;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":4
+ * cimport kbest
+ *
+ * cdef class Hypergraph: # <<<<<<<<<<<<<<
+ * cdef hypergraph.Hypergraph* hg
+ * cdef MT19937* rng
+ */
+struct __pyx_obj_5_cdec_Hypergraph {
+ PyObject_HEAD
+ Hypergraph *hg;
+ MT19937 *rng;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":3
+ * cimport lattice
+ *
+ * cdef class Lattice: # <<<<<<<<<<<<<<
+ * cdef lattice.Lattice* lattice
+ *
+ */
+struct __pyx_obj_5_cdec_Lattice {
+ PyObject_HEAD
+ Lattice *lattice;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76
* del derivations
*
* def sample(self, unsigned n): # <<<<<<<<<<<<<<
* cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]()
* if self.rng == NULL:
*/
-struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample {
+struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample {
PyObject_HEAD
std::vector<HypergraphSampler::Hypothesis> *__pyx_v_hypos;
unsigned int __pyx_v_k;
unsigned int __pyx_v_n;
struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self;
- PyObject *__pyx_v_sentence;
size_t __pyx_t_0;
unsigned int __pyx_t_1;
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3
- * from cython.operator cimport preincrement as pinc
- *
- * cdef class DenseVector: # <<<<<<<<<<<<<<
- * cdef vector[weight_t]* vector # Not owned by DenseVector
+/* "/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()):
*/
-struct __pyx_obj_5_cdec_DenseVector {
+struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ {
PyObject_HEAD
- std::vector<weight_t> *vector;
+ unsigned int __pyx_v_i;
+ struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self;
+ size_t __pyx_t_0;
+ unsigned int __pyx_t_1;
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":50
- * return hypergraph.AsPLF(self.lattice[0], True).c_str()
+/* "_cdec.pyx":28
+ * class ParseFailed(Exception): pass
*
- * def __iter__(self): # <<<<<<<<<<<<<<
- * cdef unsigned i
- * for i in range(len(self)):
+ * def _make_config(config): # <<<<<<<<<<<<<<
+ * for key, value in config.items():
+ * if isinstance(value, dict):
*/
-struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ {
+struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config {
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;
+ 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":54
- * return self.stats.size()
+/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":204
+ * self.grammar.get().SetGrammarName(string(<char *>name))
*
- * def __iter__(self): # <<<<<<<<<<<<<<
- * for i in range(len(self)):
- * yield self.stats[0][i]
+ * 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_9___iter__ {
+struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines {
PyObject_HEAD
+ struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *__pyx_outer_scope;
+ PyObject *__pyx_v_delta;
PyObject *__pyx_v_i;
- struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self;
+ PyObject *__pyx_v_label;
+ PyObject *__pyx_v_weight;
Py_ssize_t __pyx_t_0;
PyObject *__pyx_t_1;
PyObject *(*__pyx_t_2)(PyObject *);
+ PyObject *__pyx_t_3;
+ Py_ssize_t __pyx_t_4;
+ PyObject *(*__pyx_t_5)(PyObject *);
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":95
- * return candidate
- *
- * def __iter__(self): # <<<<<<<<<<<<<<
- * cdef unsigned i
- * for i in range(len(self)):
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":1
+ * cdef class Phrase: # <<<<<<<<<<<<<<
+ * cdef int *syms
+ * cdef int n, *varpos, n_vars
*/
-struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ {
- PyObject_HEAD
- unsigned int __pyx_v_i;
- struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self;
- Py_ssize_t __pyx_t_0;
- unsigned int __pyx_t_1;
+
+struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase {
+ int (*chunkpos)(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, int);
+ int (*chunklen)(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, int);
};
+static struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase *__pyx_vtabptr_4cdec_2sa_3_sa_Phrase;
-/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58
- * del self.lattice
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":193
+ * raise NotImplemented('comparison not implemented for HypergraphEdge')
*
- * def todot(self): # <<<<<<<<<<<<<<
- * def lines():
- * yield 'digraph lattice {'
+ * cdef class HypergraphNode: # <<<<<<<<<<<<<<
+ * cdef hypergraph.Hypergraph* hg
+ * cdef hypergraph.HypergraphNode* node
*/
-struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot {
- PyObject_HEAD
- struct __pyx_obj_5_cdec_Lattice *__pyx_v_self;
+
+struct __pyx_vtabstruct_5_cdec_HypergraphNode {
+ PyObject *(*init)(struct __pyx_obj_5_cdec_HypergraphNode *, Hypergraph *, unsigned int);
};
+static struct __pyx_vtabstruct_5_cdec_HypergraphNode *__pyx_vtabptr_5_cdec_HypergraphNode;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":147
+ * return vector
+ *
+ * cdef class HypergraphEdge: # <<<<<<<<<<<<<<
+ * cdef hypergraph.Hypergraph* hg
+ * cdef hypergraph.HypergraphEdge* edge
+ */
+struct __pyx_vtabstruct_5_cdec_HypergraphEdge {
+ PyObject *(*init)(struct __pyx_obj_5_cdec_HypergraphEdge *, Hypergraph *, unsigned int);
+};
+static struct __pyx_vtabstruct_5_cdec_HypergraphEdge *__pyx_vtabptr_5_cdec_HypergraphEdge;
#ifndef CYTHON_REFNANNY
#define CYTHON_REFNANNY 0
#endif
@@ -817,32 +1285,59 @@ static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyOb
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/
+static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
+ Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/
+
+static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/
+
static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
const char *name, int exact); /*proto*/
+static CYTHON_INLINE PyObject* __Pyx_tp_new(PyObject* type_obj) {
+ return (PyObject*) (((PyTypeObject*)(type_obj))->tp_new(
+ (PyTypeObject*)(type_obj), __pyx_empty_tuple, NULL));
+}
+
static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/
+static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname);
+
static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/
static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \
PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \
const char* function_name); /*proto*/
-static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
- Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/
-
-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);
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
+ PyListObject* L = (PyListObject*) list;
+ Py_ssize_t len = Py_SIZE(list);
+ if (likely(L->allocated > len)) {
+ Py_INCREF(x);
+ PyList_SET_ITEM(list, len, x);
+ Py_SIZE(list) = len+1;
+ return 0;
+ }
+ return PyList_Append(list, x);
}
+#else
+#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
+#endif
-static CYTHON_INLINE void __Pyx_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_PyObject_Append(PyObject* L, PyObject* x) {
+ if (likely(PyList_CheckExact(L))) {
+ if (unlikely(PyList_Append(L, x) < 0)) return NULL;
+ Py_INCREF(Py_None);
+ return Py_None; /* this is just to have an accurate signature */
+ } else {
+ PyObject *r, *m;
+ m = __Pyx_GetAttrString(L, "append");
+ if (!m) return NULL;
+ r = PyObject_CallFunctionObjArgs(m, x, NULL);
+ Py_DECREF(m);
+ return r;
+ }
+}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
PyObject *r;
@@ -855,42 +1350,47 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j
__Pyx_GetItemInt_List_Fast(o, i) : \
__Pyx_GetItemInt_Generic(o, to_py_func(i)))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i) {
- if (likely(o != Py_None)) {
- if (likely((0 <= i) & (i < PyList_GET_SIZE(o)))) {
- PyObject *r = PyList_GET_ITEM(o, i);
- Py_INCREF(r);
- return r;
- }
- else if ((-PyList_GET_SIZE(o) <= i) & (i < 0)) {
- PyObject *r = PyList_GET_ITEM(o, PyList_GET_SIZE(o) + i);
- Py_INCREF(r);
- return r;
- }
+#if CYTHON_COMPILING_IN_CPYTHON
+ if (likely((0 <= i) & (i < PyList_GET_SIZE(o)))) {
+ PyObject *r = PyList_GET_ITEM(o, i);
+ Py_INCREF(r);
+ return r;
+ }
+ else if ((-PyList_GET_SIZE(o) <= i) & (i < 0)) {
+ PyObject *r = PyList_GET_ITEM(o, PyList_GET_SIZE(o) + i);
+ Py_INCREF(r);
+ return r;
}
return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+#else
+ return PySequence_GetItem(o, i);
+#endif
}
#define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \
__Pyx_GetItemInt_Tuple_Fast(o, i) : \
__Pyx_GetItemInt_Generic(o, to_py_func(i)))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i) {
- if (likely(o != Py_None)) {
- if (likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) {
- PyObject *r = PyTuple_GET_ITEM(o, i);
- Py_INCREF(r);
- return r;
- }
- else if ((-PyTuple_GET_SIZE(o) <= i) & (i < 0)) {
- PyObject *r = PyTuple_GET_ITEM(o, PyTuple_GET_SIZE(o) + i);
- Py_INCREF(r);
- return r;
- }
+#if CYTHON_COMPILING_IN_CPYTHON
+ if (likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) {
+ PyObject *r = PyTuple_GET_ITEM(o, i);
+ Py_INCREF(r);
+ return r;
+ }
+ else if ((-PyTuple_GET_SIZE(o) <= i) & (i < 0)) {
+ PyObject *r = PyTuple_GET_ITEM(o, PyTuple_GET_SIZE(o) + i);
+ Py_INCREF(r);
+ return r;
}
return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+#else
+ return PySequence_GetItem(o, i);
+#endif
}
#define __Pyx_GetItemInt(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \
__Pyx_GetItemInt_Fast(o, i) : \
__Pyx_GetItemInt_Generic(o, to_py_func(i)))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i) {
+#if CYTHON_COMPILING_IN_CPYTHON
if (PyList_CheckExact(o)) {
Py_ssize_t n = (likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
if (likely((n >= 0) & (n < PyList_GET_SIZE(o)))) {
@@ -906,33 +1406,108 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i)
Py_INCREF(r);
return r;
}
- }
- else if (likely(i >= 0)) {
+ } else { /* inlined PySequence_GetItem() */
PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
if (likely(m && m->sq_item)) {
+ if (unlikely(i < 0) && likely(m->sq_length)) {
+ Py_ssize_t l = m->sq_length(o);
+ if (unlikely(l < 0)) return NULL;
+ i += l;
+ }
return m->sq_item(o, i);
}
}
+#else
+ if (PySequence_Check(o)) {
+ return PySequence_GetItem(o, i);
+ }
+#endif
return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
}
-static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname);
+static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);
+
+static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);
+
+static CYTHON_INLINE int __Pyx_IterFinish(void); /*proto*/
+
+static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/
+
+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 */
+#if CYTHON_COMPILING_IN_PYPY
+#define __Pyx_PyObject_AsDouble(obj) \
+(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \
+ likely(PyInt_CheckExact(obj)) ? \
+ PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj))
+#else
#define __Pyx_PyObject_AsDouble(obj) \
((likely(PyFloat_CheckExact(obj))) ? \
PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj))
+#endif
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/
static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/
static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level); /*proto*/
+
static PyObject *__Pyx_FindPy2Metaclass(PyObject *bases); /*proto*/
static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *name,
PyObject *modname); /*proto*/
+#ifndef __Pyx_CppExn2PyErr
+#include <new>
+#include <typeinfo>
+#include <stdexcept>
+#include <ios>
+static void __Pyx_CppExn2PyErr() {
+ try {
+ if (PyErr_Occurred())
+ ; // let the latest Python exn pass through and ignore the current one
+ else
+ throw;
+ } catch (const std::bad_alloc& exn) {
+ PyErr_SetString(PyExc_MemoryError, exn.what());
+ } catch (const std::bad_cast& exn) {
+ PyErr_SetString(PyExc_TypeError, exn.what());
+ } catch (const std::domain_error& exn) {
+ PyErr_SetString(PyExc_ValueError, exn.what());
+ } catch (const std::invalid_argument& exn) {
+ PyErr_SetString(PyExc_ValueError, exn.what());
+ } catch (const std::ios_base::failure& exn) {
+ PyErr_SetString(PyExc_IOError, exn.what());
+ } catch (const std::out_of_range& exn) {
+ PyErr_SetString(PyExc_IndexError, exn.what());
+ } catch (const std::overflow_error& exn) {
+ PyErr_SetString(PyExc_OverflowError, exn.what());
+ } catch (const std::range_error& exn) {
+ PyErr_SetString(PyExc_ArithmeticError, exn.what());
+ } catch (const std::underflow_error& exn) {
+ PyErr_SetString(PyExc_ArithmeticError, exn.what());
+ } catch (const std::exception& exn) {
+ PyErr_SetString(PyExc_RuntimeError, exn.what());
+ }
+ catch (...)
+ {
+ PyErr_SetString(PyExc_RuntimeError, "Unknown exception");
+ }
+}
+#endif
+
+static CYTHON_INLINE WordID __Pyx_PyInt_from_py_WordID(PyObject *);
+
static PyObject* __Pyx_Globals(void); /*proto*/
#define __Pyx_CyFunction_USED 1
@@ -977,6 +1552,18 @@ static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
PyObject *tuple);
static int __Pyx_CyFunction_init(void);
+#include <string.h>
+
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); /*proto*/
+
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals); /*proto*/
+
+#if PY_MAJOR_VERSION >= 3
+#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
+#else
+#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
+#endif
+
static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *);
static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *);
@@ -1009,10 +1596,14 @@ static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *);
static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *);
+static void __Pyx_WriteUnraisable(const char *name, int clineno,
+ int lineno, const char *filename); /*proto*/
+
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/
#define __Pyx_Generator_USED
#include <structmember.h>
+#include <frameobject.h>
typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *);
typedef struct {
PyObject_HEAD
@@ -1025,16 +1616,38 @@ typedef struct {
PyObject *exc_traceback;
PyObject *gi_weakreflist;
PyObject *classobj;
+ PyObject *yieldfrom;
} __pyx_GeneratorObject;
static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body,
PyObject *closure);
static int __pyx_Generator_init(void);
-
-static void __Pyx_WriteUnraisable(const char *name, int clineno,
- int lineno, const char *filename); /*proto*/
+static int __Pyx_Generator_clear(PyObject* self);
+#if 1 || PY_VERSION_HEX < 0x030300B0
+static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue);
+#else
+#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue)
+#endif
static int __Pyx_check_binary_version(void);
+static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/
+
+#if !defined(__Pyx_PyIdentifier_FromString)
+#if PY_MAJOR_VERSION < 3
+ #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s)
+#else
+ #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s)
+#endif
+#endif
+
+static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); /*proto*/
+
+static PyObject *__Pyx_ImportModule(const char *name); /*proto*/
+
+static void* __Pyx_GetVtable(PyObject *dict); /*proto*/
+
+static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig); /*proto*/
+
typedef struct {
int code_line;
PyCodeObject* code_object;
@@ -1055,6 +1668,8 @@ static void __Pyx_AddTraceback(const char *funcname, int c_line,
static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/
+/* Module declarations from 'libc.string' */
+
/* Module declarations from 'libcpp.string' */
/* Module declarations from 'libcpp.vector' */
@@ -1065,12 +1680,22 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/
/* Module declarations from 'utils' */
+/* Module declarations from 'grammar' */
+
/* Module declarations from 'lattice' */
/* Module declarations from 'hypergraph' */
/* Module declarations from 'decoder' */
+/* Module declarations from 'cdec.sa._sa' */
+static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Phrase = 0;
+static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Rule = 0;
+static char *(*__pyx_f_4cdec_2sa_3_sa_sym_tostring)(int); /*proto*/
+static char *(*__pyx_f_4cdec_2sa_3_sa_sym_tocat)(int); /*proto*/
+static int (*__pyx_f_4cdec_2sa_3_sa_sym_isvar)(int); /*proto*/
+static int (*__pyx_f_4cdec_2sa_3_sa_sym_getindex)(int); /*proto*/
+
/* Module declarations from 'kbest' */
/* Module declarations from 'mteval' */
@@ -1078,88 +1703,174 @@ 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_NT = 0;
+static PyTypeObject *__pyx_ptype_5_cdec_NTRef = 0;
+static PyTypeObject *__pyx_ptype_5_cdec_TRule = 0;
+static PyTypeObject *__pyx_ptype_5_cdec_MRule = 0;
+static PyTypeObject *__pyx_ptype_5_cdec_Grammar = 0;
+static PyTypeObject *__pyx_ptype_5_cdec_TextGrammar = 0;
static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0;
+static PyTypeObject *__pyx_ptype_5_cdec_HypergraphEdge = 0;
+static PyTypeObject *__pyx_ptype_5_cdec_HypergraphNode = 0;
static PyTypeObject *__pyx_ptype_5_cdec_Lattice = 0;
static PyTypeObject *__pyx_ptype_5_cdec_Candidate = 0;
static PyTypeObject *__pyx_ptype_5_cdec_SufficientStats = 0;
static PyTypeObject *__pyx_ptype_5_cdec_CandidateSet = 0;
static PyTypeObject *__pyx_ptype_5_cdec_SegmentEvaluator = 0;
static PyTypeObject *__pyx_ptype_5_cdec_Scorer = 0;
+static PyTypeObject *__pyx_ptype_5_cdec_Metric = 0;
static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0;
static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0;
static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = 0;
-static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = 0;
-static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = 0;
-static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = 0;
-static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5_sample = 0;
-static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = 0;
-static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7_todot = 0;
-static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8_lines = 0;
-static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_9___iter__ = 0;
-static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_10___iter__ = 0;
+static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_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___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_TRule *__pyx_f_5_cdec_convert_rule(struct __pyx_obj_4cdec_2sa_3_sa_Rule *); /*proto*/
static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject *, PyObject *); /*proto*/
+static float __pyx_f_5_cdec__compute_score(void *, SufficientStats *); /*proto*/
+static void __pyx_f_5_cdec__compute_sufficient_stats(void *, std::string *, std::vector<std::string> *, SufficientStats *); /*proto*/
+static PyObject *__pyx_convert_string_to_py_(const std::string &); /*proto*/
#define __Pyx_MODULE_NAME "_cdec"
int __pyx_module_is_main__cdec = 0;
/* Implementation of '_cdec' */
static PyObject *__pyx_builtin_Exception;
+static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_KeyError;
static PyObject *__pyx_builtin_range;
-static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_NotImplemented;
+static PyObject *__pyx_builtin_super;
+static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_eval;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_IndexError;
static PyObject *__pyx_builtin_open;
-static Py_ssize_t __pyx_pf_5_cdec_11DenseVector___len__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_11DenseVector_2__getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */
-static int __pyx_pf_5_cdec_11DenseVector_4__setitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */
-static PyObject *__pyx_pf_5_cdec_11DenseVector_6__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_11DenseVector_9dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */
-static PyObject *__pyx_pf_5_cdec_11DenseVector_11tosparse(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */
-static void __pyx_pf_5_cdec_12SparseVector___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_12SparseVector_2copy(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_12SparseVector_4__getitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */
-static int __pyx_pf_5_cdec_12SparseVector_6__setitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */
-static PyObject *__pyx_pf_5_cdec_12SparseVector_8__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
-static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */
-static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_15__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */
-static int __pyx_pf_5_cdec_12SparseVector_17__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */
-static PyObject *__pyx_pf_5_cdec_12SparseVector_19__neg__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_12SparseVector_21__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */
-static PyObject *__pyx_pf_5_cdec_12SparseVector_23__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */
-static PyObject *__pyx_pf_5_cdec_12SparseVector_25__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */
+static int __pyx_pf_5_cdec_11DenseVector___init__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */
+static void __pyx_pf_5_cdec_11DenseVector_2__dealloc__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */
+static Py_ssize_t __pyx_pf_5_cdec_11DenseVector_4__len__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_11DenseVector_6__getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */
+static int __pyx_pf_5_cdec_11DenseVector_8__setitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */
+static PyObject *__pyx_pf_5_cdec_11DenseVector_10__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_11DenseVector_13dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */
+static PyObject *__pyx_pf_5_cdec_11DenseVector_15tosparse(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_12SparseVector___init__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */
+static void __pyx_pf_5_cdec_12SparseVector_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_4copy(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_6__getitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */
+static int __pyx_pf_5_cdec_12SparseVector_8__setitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_10__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_13dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_15__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */
+static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_17__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_12SparseVector_19__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_21__neg__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_23__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_25__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_27__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */
#if PY_MAJOR_VERSION < 3
-static PyObject *__pyx_pf_5_cdec_12SparseVector_27__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_29__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */
#endif
-static PyObject *__pyx_pf_5_cdec_12SparseVector_29__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */
-static PyObject *__pyx_pf_5_cdec_12SparseVector_31__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */
-static PyObject *__pyx_pf_5_cdec_12SparseVector_33__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_31__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_33__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_35__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */
#if PY_MAJOR_VERSION < 3
-static PyObject *__pyx_pf_5_cdec_12SparseVector_35__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */
+static PyObject *__pyx_pf_5_cdec_12SparseVector_37__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */
#endif
+static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self); /* proto */
+static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_phrase); /* proto */
+static int __pyx_pf_5_cdec_2NT___init__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, char *__pyx_v_cat, unsigned int __pyx_v_ref); /* proto */
+static PyObject *__pyx_pf_5_cdec_2NT_2__str__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_2NT_3cat___get__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_2NT_3cat_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_5_cdec_2NT_3cat_4__del__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_2NT_3ref___get__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_2NT_3ref_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_5_cdec_5NTRef___init__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, unsigned int __pyx_v_ref); /* proto */
+static PyObject *__pyx_pf_5_cdec_5NTRef_2__str__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_5NTRef_3ref___get__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_5NTRef_3ref_2__set__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_5_cdec_5TRule___init__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_lhs, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_a); /* proto */
+static void __pyx_pf_5_cdec_5TRule_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_5TRule_5arity___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_5TRule_1f___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_5TRule_1f_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_f); /* proto */
+static PyObject *__pyx_pf_5_cdec_5TRule_1e___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_5TRule_1e_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_e); /* proto */
+static PyObject *__pyx_pf_5_cdec_5TRule_1a___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_5TRule_1a_3__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_a); /* proto */
+static PyObject *__pyx_pf_5_cdec_5TRule_6scores___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_5TRule_6scores_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_scores); /* proto */
+static PyObject *__pyx_pf_5_cdec_5TRule_3lhs___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_5TRule_3lhs_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_lhs); /* proto */
+static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_5TRule_4__str__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_5MRule___init__(struct __pyx_obj_5_cdec_MRule *__pyx_v_self, PyObject *__pyx_v_lhs, PyObject *__pyx_v_rhs, PyObject *__pyx_v_scores, PyObject *__pyx_v_a); /* proto */
+static void __pyx_pf_5_cdec_7Grammar___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_7Grammar_2__iter__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_7Grammar_4name___get__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */
+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_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_source_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_joshua(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5_cdec_10Hypergraph_10kbest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */
-static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */
+static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */
static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */
static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */
static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, struct __pyx_obj_5_cdec_Lattice *__pyx_v_lat); /* proto */
static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_beam_alpha, PyObject *__pyx_v_density, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5_cdec_10Hypergraph_28reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */
-static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */
-static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */
-static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */
-static Py_ssize_t __pyx_pf_5_cdec_7Lattice_6__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_7Lattice_8__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */
-static void __pyx_pf_5_cdec_7Lattice_13__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */
+static 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_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 */
+static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4span___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_14feature_values___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4prob___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_2__richcmp__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_y, int __pyx_v_op); /* proto */
+static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_5trule___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_2__set__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_4__del__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_14HypergraphNode_4span___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_14HypergraphNode_3cat___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_14HypergraphNode___richcmp__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_y, int __pyx_v_op); /* proto */
+static int __pyx_pf_5_cdec_7Lattice___cinit__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */
+static void __pyx_pf_5_cdec_7Lattice_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_7Lattice_4__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */
+static int __pyx_pf_5_cdec_7Lattice_6__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */
+static Py_ssize_t __pyx_pf_5_cdec_7Lattice_8__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_7Lattice_10__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_7Lattice_12__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5_cdec_7Lattice_5todot_lines(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_5_cdec_7Lattice_15todot(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */
@@ -1171,8 +1882,9 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_5score___get__(struct __pyx_o
static PyObject *__pyx_pf_5_cdec_15SufficientStats_6detail___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other); /* proto */
-static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */
+static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__getitem__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, int __pyx_v_index); /* proto */
+static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other); /* proto */
+static PyObject *__pyx_pf_5_cdec_15SufficientStats_11__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */
static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_evaluator); /* proto */
static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */
@@ -1182,49 +1894,91 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_c
static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, PyObject *__pyx_v_sentence); /* proto */
static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */
-static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, char *__pyx_v_name); /* proto */
+static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_name); /* proto */
static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */
static PyObject *__pyx_pf_5_cdec_6Scorer_6__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */
-static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, char *__pyx_v_config); /* proto */
+static int __pyx_pf_5_cdec_6Metric___cinit__(struct __pyx_obj_5_cdec_Metric *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_6Metric_2__call__(struct __pyx_obj_5_cdec_Metric *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */
+static PyObject *__pyx_pf_5_cdec_6Metric_4score(CYTHON_UNUSED struct __pyx_obj_5_cdec_Metric *__pyx_v_stats); /* proto */
+static PyObject *__pyx_pf_5_cdec_6Metric_6evaluate(CYTHON_UNUSED struct __pyx_obj_5_cdec_Metric *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_hyp, CYTHON_UNUSED PyObject *__pyx_v_refs); /* proto */
+static PyObject *__pyx_pf_5_cdec_2_make_config(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_config); /* proto */
+static PyObject *__pyx_pf_5_cdec_7Decoder_9__cinit___genexpr(PyObject *__pyx_self); /* proto */
+static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_config_str, PyObject *__pyx_v_config); /* proto */
static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */
static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */
-static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_cfg); /* proto */
+static PyObject *__pyx_pf_5_cdec_7Decoder_9formalism___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */
static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_sentence, PyObject *__pyx_v_grammar); /* proto */
-static char __pyx_k_1[] = "cannot take the dot product of %s and SparseVector";
-static char __pyx_k_2[] = "comparison not implemented for SparseVector";
-static char __pyx_k_10[] = "csplit_preserve_full_word";
-static char __pyx_k_11[] = "cannot reweight hypergraph with %s";
-static char __pyx_k_13[] = "Cannot create lattice from %s";
-static char __pyx_k_14[] = "lattice index out of range";
-static char __pyx_k_19[] = "digraph lattice {";
- static char __pyx_k_20[] = "rankdir = LR;";
- static char __pyx_k_21[] = "node [shape=circle];";
- static char __pyx_k_22[] = "%d -> %d [label=\"%s\"];";
- static char __pyx_k_23[] = "\"";
- static char __pyx_k_24[] = "\\\"";
- static char __pyx_k_26[] = "%d [shape=doublecircle]";
-static char __pyx_k_27[] = "}";
-static char __pyx_k_30[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi";
-static char __pyx_k_31[] = "\n";
-static char __pyx_k_33[] = "Cannot convert type %s to str";
-static char __pyx_k_35[] = "candidate set index out of range";
-static char __pyx_k_37[] = "cannot initialize weights with %s";
-static char __pyx_k_40[] = "Cannot translate input type %s";
+static char __pyx_k_1[] = "Cannot convert type %s to str";
+static char __pyx_k_3[] = "cannot take the dot product of %s and SparseVector";
+static char __pyx_k_4[] = "comparison not implemented for SparseVector";
+static char __pyx_k_7[] = " ";
+static char __pyx_k_8[] = "[%s,%d]";
+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[] = "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[] = "sufficient stats vector index out of range";
+static char __pyx_k_43[] = "candidate set index out of range";
+static char __pyx_k_45[] = "%s %s";
+static char __pyx_k_46[] = "%s = %s";
+static char __pyx_k_48[] = "formalism \"%s\" unknown";
+static char __pyx_k_49[] = "cannot initialize weights with %s";
+static char __pyx_k_50[] = "#";
+static char __pyx_k_53[] = "Cannot translate input type %s";
+static char __pyx_k_54[] = "cdec.sa._sa";
+static char __pyx_k_55[] = "*";
+static char __pyx_k_58[] = "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi";
+static char __pyx_k_64[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx";
+static char __pyx_k__a[] = "a";
+static char __pyx_k__e[] = "e";
+static char __pyx_k__f[] = "f";
static char __pyx_k__i[] = "i";
static char __pyx_k__k[] = "k";
+static char __pyx_k__pb[] = "pb";
+static char __pyx_k__CER[] = "CER";
static char __pyx_k__TER[] = "TER";
+static char __pyx_k___sa[] = "_sa";
+static char __pyx_k__cat[] = "cat";
static char __pyx_k__dot[] = "dot";
+static char __pyx_k__fst[] = "fst";
+static char __pyx_k__get[] = "get";
+static char __pyx_k__hyp[] = "hyp";
static char __pyx_k__inp[] = "inp";
+static char __pyx_k__key[] = "key";
+static char __pyx_k__lhs[] = "lhs";
static char __pyx_k__plf[] = "plf";
+static char __pyx_k__ref[] = "ref";
+static char __pyx_k__rhs[] = "rhs";
static char __pyx_k__BLEU[] = "BLEU";
static char __pyx_k__eval[] = "eval";
+static char __pyx_k__info[] = "info";
static char __pyx_k__join[] = "join";
static char __pyx_k__name[] = "name";
static char __pyx_k__open[] = "open";
static char __pyx_k__refs[] = "refs";
+static char __pyx_k__scfg[] = "scfg";
static char __pyx_k__self[] = "self";
+static char __pyx_k__span[] = "span";
static char __pyx_k__utf8[] = "utf8";
static char __pyx_k___cdec[] = "_cdec";
static char __pyx_k__delta[] = "delta";
@@ -1232,148 +1986,478 @@ 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__score[] = "score";
static char __pyx_k__split[] = "split";
static char __pyx_k__strip[] = "strip";
+static char __pyx_k__super[] = "super";
+static char __pyx_k__value[] = "value";
static char __pyx_k__config[] = "config";
-static char __pyx_k__decode[] = "decode";
+static char __pyx_k__csplit[] = "csplit";
static char __pyx_k__encode[] = "encode";
+static char __pyx_k__format[] = "format";
+static char __pyx_k__phrase[] = "phrase";
+static char __pyx_k__scores[] = "scores";
+static char __pyx_k__tagger[] = "tagger";
static char __pyx_k__weight[] = "weight";
+static char __pyx_k___phrase[] = "_phrase";
static char __pyx_k__density[] = "density";
+static char __pyx_k__genexpr[] = "genexpr";
static char __pyx_k__grammar[] = "grammar";
static char __pyx_k__replace[] = "replace";
static char __pyx_k__IBM_BLEU[] = "IBM_BLEU";
static char __pyx_k__KeyError[] = "KeyError";
static char __pyx_k____exit__[] = "__exit__";
+static char __pyx_k____init__[] = "__init__";
static char __pyx_k____main__[] = "__main__";
+static char __pyx_k____name__[] = "__name__";
static char __pyx_k____test__[] = "__test__";
static char __pyx_k__encoding[] = "encoding";
+static char __pyx_k__evaluate[] = "evaluate";
+static char __pyx_k__in_edges[] = "in_edges";
+static char __pyx_k__lexalign[] = "lexalign";
+static char __pyx_k__lextrans[] = "lextrans";
static char __pyx_k__sentence[] = "sentence";
static char __pyx_k__Exception[] = "Exception";
static char __pyx_k__TypeError[] = "TypeError";
+static char __pyx_k____class__[] = "__class__";
static char __pyx_k____enter__[] = "__enter__";
static char __pyx_k__enumerate[] = "enumerate";
static char __pyx_k__evaluator[] = "evaluator";
+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";
+static char __pyx_k__startswith[] = "startswith";
static char __pyx_k__ParseFailed[] = "ParseFailed";
+static char __pyx_k__PhraseModel_[] = "PhraseModel_";
+static char __pyx_k___make_config[] = "_make_config";
+static char __pyx_k__InvalidConfig[] = "InvalidConfig";
static char __pyx_k__NotImplemented[] = "NotImplemented";
-static PyObject *__pyx_kp_s_1;
-static PyObject *__pyx_n_s_10;
+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_14;
+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_2;
-static PyObject *__pyx_kp_s_20;
-static PyObject *__pyx_kp_s_21;
static PyObject *__pyx_kp_s_22;
static PyObject *__pyx_kp_s_23;
-static PyObject *__pyx_kp_s_24;
-static PyObject *__pyx_kp_s_26;
static PyObject *__pyx_kp_s_27;
+static PyObject *__pyx_kp_s_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_33;
+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_40;
+static PyObject *__pyx_kp_s_38;
+static PyObject *__pyx_kp_s_39;
+static PyObject *__pyx_kp_s_4;
+static PyObject *__pyx_kp_s_41;
+static PyObject *__pyx_kp_s_43;
+static PyObject *__pyx_kp_s_45;
+static PyObject *__pyx_kp_s_46;
+static PyObject *__pyx_kp_s_48;
+static PyObject *__pyx_kp_s_49;
+static PyObject *__pyx_kp_s_50;
+static PyObject *__pyx_kp_s_53;
+static PyObject *__pyx_n_s_54;
+static PyObject *__pyx_n_s_55;
+static PyObject *__pyx_kp_s_58;
+static PyObject *__pyx_kp_s_64;
+static PyObject *__pyx_kp_s_7;
+static PyObject *__pyx_kp_s_8;
+static PyObject *__pyx_kp_s_9;
static PyObject *__pyx_n_s__BLEU;
+static PyObject *__pyx_n_s__CER;
static PyObject *__pyx_n_s__Exception;
static PyObject *__pyx_n_s__IBM_BLEU;
static PyObject *__pyx_n_s__IndexError;
+static PyObject *__pyx_n_s__InvalidConfig;
static PyObject *__pyx_n_s__KeyError;
static PyObject *__pyx_n_s__NotImplemented;
static PyObject *__pyx_n_s__ParseFailed;
+static PyObject *__pyx_n_s__PhraseModel_;
static PyObject *__pyx_n_s__TER;
static PyObject *__pyx_n_s__TypeError;
+static PyObject *__pyx_n_s__ValueError;
+static PyObject *__pyx_n_s____class__;
static PyObject *__pyx_n_s____enter__;
static PyObject *__pyx_n_s____exit__;
+static PyObject *__pyx_n_s____init__;
static PyObject *__pyx_n_s____main__;
+static PyObject *__pyx_n_s____name__;
static PyObject *__pyx_n_s____test__;
static PyObject *__pyx_n_s___cdec;
+static PyObject *__pyx_n_s___make_config;
+static PyObject *__pyx_n_s___phrase;
+static PyObject *__pyx_n_s___sa;
+static PyObject *__pyx_n_s__a;
static PyObject *__pyx_n_s__beam_alpha;
+static PyObject *__pyx_n_s__cat;
static PyObject *__pyx_n_s__config;
-static PyObject *__pyx_n_s__decode;
+static PyObject *__pyx_n_s__config_str;
+static PyObject *__pyx_n_s__csplit;
static PyObject *__pyx_n_s__delta;
static PyObject *__pyx_n_s__density;
static PyObject *__pyx_n_s__dot;
+static PyObject *__pyx_n_s__e;
static PyObject *__pyx_n_s__encode;
static PyObject *__pyx_n_s__encoding;
static PyObject *__pyx_n_s__enumerate;
static PyObject *__pyx_n_s__eval;
+static PyObject *__pyx_n_s__evaluate;
static PyObject *__pyx_n_s__evaluator;
+static PyObject *__pyx_n_s__f;
+static PyObject *__pyx_n_s__formalism;
+static PyObject *__pyx_n_s__format;
+static PyObject *__pyx_n_s__fst;
+static PyObject *__pyx_n_s__genexpr;
+static PyObject *__pyx_n_s__get;
static PyObject *__pyx_n_s__grammar;
+static PyObject *__pyx_n_s__hyp;
static PyObject *__pyx_n_s__hypergraph;
static PyObject *__pyx_n_s__i;
+static PyObject *__pyx_n_s__in_edges;
+static PyObject *__pyx_n_s__info;
static PyObject *__pyx_n_s__inp;
static PyObject *__pyx_n_s__items;
static PyObject *__pyx_n_s__join;
static PyObject *__pyx_n_s__k;
+static PyObject *__pyx_n_s__key;
static PyObject *__pyx_n_s__label;
+static PyObject *__pyx_n_s__lexalign;
+static PyObject *__pyx_n_s__lextrans;
+static PyObject *__pyx_n_s__lhs;
static PyObject *__pyx_n_s__lines;
static PyObject *__pyx_n_s__name;
static PyObject *__pyx_n_s__open;
+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__rhs;
+static PyObject *__pyx_n_s__rules;
+static PyObject *__pyx_n_s__scfg;
+static PyObject *__pyx_n_s__score;
+static PyObject *__pyx_n_s__scores;
static PyObject *__pyx_n_s__self;
static PyObject *__pyx_n_s__sentence;
+static PyObject *__pyx_n_s__span;
static PyObject *__pyx_n_s__split;
+static PyObject *__pyx_n_s__startswith;
static PyObject *__pyx_n_s__strip;
+static PyObject *__pyx_n_s__super;
+static PyObject *__pyx_n_s__tagger;
static PyObject *__pyx_n_s__utf8;
+static PyObject *__pyx_n_s__value;
static PyObject *__pyx_n_s__weight;
static PyObject *__pyx_int_0;
static PyObject *__pyx_int_1;
-static PyObject *__pyx_k_tuple_3;
-static PyObject *__pyx_k_tuple_4;
+static PyObject *__pyx_int_65536;
+static PyObject *__pyx_k_tuple_2;
static PyObject *__pyx_k_tuple_5;
static PyObject *__pyx_k_tuple_6;
-static PyObject *__pyx_k_tuple_7;
-static PyObject *__pyx_k_tuple_8;
-static PyObject *__pyx_k_tuple_9;
-static PyObject *__pyx_k_tuple_12;
-static PyObject *__pyx_k_tuple_15;
-static PyObject *__pyx_k_tuple_16;
-static PyObject *__pyx_k_tuple_17;
+static PyObject *__pyx_k_tuple_14;
static PyObject *__pyx_k_tuple_18;
+static PyObject *__pyx_k_tuple_20;
+static PyObject *__pyx_k_tuple_21;
+static PyObject *__pyx_k_tuple_24;
static PyObject *__pyx_k_tuple_25;
-static PyObject *__pyx_k_tuple_28;
-static PyObject *__pyx_k_tuple_32;
-static PyObject *__pyx_k_tuple_34;
+static PyObject *__pyx_k_tuple_26;
+static PyObject *__pyx_k_tuple_33;
static PyObject *__pyx_k_tuple_36;
-static PyObject *__pyx_k_tuple_38;
-static PyObject *__pyx_k_tuple_39;
-static PyObject *__pyx_k_tuple_41;
+static PyObject *__pyx_k_tuple_40;
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+ __pyx_r = __pyx_pf_5_cdec_11DenseVector_8__setitem__(((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_self), ((char *)__pyx_v_fname), ((float)__pyx_v_value));
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return NULL;
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__pyx_cur_scope->__pyx_v_fid = __pyx_t_2;
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__Pyx_GIVEREF(((PyObject *)__pyx_t_3));
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__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 = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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PyErr_SetNone(PyExc_StopIteration);
goto __pyx_L0;
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__Pyx_XDECREF(__pyx_r);
__pyx_generator->resume_label = -1;
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return __pyx_r;
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+static PyObject *__pyx_pf_5_cdec_11DenseVector_13dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other) {
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+ __pyx_r = __pyx_pf_5_cdec_12SparseVector_8__setitem__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((char *)__pyx_v_fname), ((float)__pyx_v_value));
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size_t __pyx_t_1;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":57
- * def __iter__(self):
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- * 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":71
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__pyx_cur_scope->__pyx_v_i = __pyx_t_2;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":62
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return __pyx_r;
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struct __pyx_obj_5_cdec_SparseVector *__pyx_v_result = 0;
PyObject *__pyx_r = NULL;
__Pyx_RefNannyDeclarations
@@ -2771,29 +3899,30 @@ 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":98
*
* def __neg__(self):
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* result.vector[0] *= -1.0
*/
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+ __pyx_t_1 = __Pyx_tp_new(((PyObject*)__pyx_ptype_5_cdec_SparseVector)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
+ if (!(likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5_cdec_SparseVector)))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__pyx_t_1 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":86
+ /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":99
* def __neg__(self):
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+ * cdef SparseVector result = SparseVector.__new__(SparseVector)
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* result.vector[0] *= -1.0
* return result
*/
__pyx_v_result->vector = new FastSparseVector<weight_t>((__pyx_v_self->vector[0]));
- /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":87
- * cdef SparseVector result = SparseVector()
+ /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":100
+ * cdef SparseVector result = SparseVector.__new__(SparseVector)
* result.vector = new FastSparseVector[weight_t](self.vector[0])
* result.vector[0] *= -1.0 # <<<<<<<<<<<<<<
* return result
@@ -2801,7 +3930,7 @@ 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":101
* result.vector = new FastSparseVector[weight_t](self.vector[0])
* result.vector[0] *= -1.0
* return result # <<<<<<<<<<<<<<
@@ -2827,13 +3956,13 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_19__neg__(struct __pyx_obj_5_cde
}
/* Python wrapper */
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-static PyObject *__pyx_pw_5_cdec_12SparseVector_22__iadd__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {
+static PyObject *__pyx_pw_5_cdec_12SparseVector_24__iadd__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/
+static PyObject *__pyx_pw_5_cdec_12SparseVector_24__iadd__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {
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__Pyx_RefNannySetupContext("__iadd__ (wrapper)", 0);
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- __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));
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SparseVector, 1, "other", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_5_cdec_12SparseVector_23__iadd__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other));
goto __pyx_L0;
__pyx_L1_error:;
__pyx_r = NULL;
@@ -2842,7 +3971,7 @@ 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":103
* return result
*
* def __iadd__(SparseVector self, SparseVector other): # <<<<<<<<<<<<<<
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*/
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+static PyObject *__pyx_pf_5_cdec_12SparseVector_23__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other) {
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__iadd__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":91
+ /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":104
*
* def __iadd__(SparseVector self, SparseVector other):
* self.vector[0] += other.vector[0] # <<<<<<<<<<<<<<
@@ -2864,7 +3993,7 @@ 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":105
* def __iadd__(SparseVector self, SparseVector other):
* self.vector[0] += other.vector[0]
* return self # <<<<<<<<<<<<<<
@@ -2884,13 +4013,13 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_21__iadd__(struct __pyx_obj_5_cd
}
/* Python wrapper */
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-static PyObject *__pyx_pw_5_cdec_12SparseVector_24__isub__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {
+static PyObject *__pyx_pw_5_cdec_12SparseVector_26__isub__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/
+static PyObject *__pyx_pw_5_cdec_12SparseVector_26__isub__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {
PyObject *__pyx_r = 0;
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__isub__ (wrapper)", 0);
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- __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));
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SparseVector, 1, "other", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_5_cdec_12SparseVector_25__isub__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other));
goto __pyx_L0;
__pyx_L1_error:;
__pyx_r = NULL;
@@ -2899,7 +4028,7 @@ 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":107
* return self
*
* def __isub__(SparseVector self, SparseVector other): # <<<<<<<<<<<<<<
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*/
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+static PyObject *__pyx_pf_5_cdec_12SparseVector_25__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other) {
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__isub__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":95
+ /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":108
*
* def __isub__(SparseVector self, SparseVector other):
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*/
(__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":109
* def __isub__(SparseVector self, SparseVector other):
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* return self # <<<<<<<<<<<<<<
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}
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-static PyObject *__pyx_pw_5_cdec_12SparseVector_26__imul__(PyObject *__pyx_v_self, PyObject *__pyx_arg_scalar) {
+static PyObject *__pyx_pw_5_cdec_12SparseVector_28__imul__(PyObject *__pyx_v_self, PyObject *__pyx_arg_scalar); /*proto*/
+static PyObject *__pyx_pw_5_cdec_12SparseVector_28__imul__(PyObject *__pyx_v_self, PyObject *__pyx_arg_scalar) {
float __pyx_v_scalar;
PyObject *__pyx_r = 0;
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__imul__ (wrapper)", 0);
assert(__pyx_arg_scalar); {
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+ __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 = 111; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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goto __pyx_L4_argument_unpacking_done;
__pyx_L3_error:;
@@ -2956,12 +4085,12 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_26__imul__(PyObject *__pyx_v_sel
__Pyx_RefNannyFinishContext();
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+ __pyx_r = __pyx_pf_5_cdec_12SparseVector_27__imul__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((float)__pyx_v_scalar));
__Pyx_RefNannyFinishContext();
return __pyx_r;
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-/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":98
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*
* def __imul__(SparseVector self, float scalar): # <<<<<<<<<<<<<<
@@ -2969,12 +4098,12 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_26__imul__(PyObject *__pyx_v_sel
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*/
-static PyObject *__pyx_pf_5_cdec_12SparseVector_25__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar) {
+static PyObject *__pyx_pf_5_cdec_12SparseVector_27__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar) {
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__imul__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":99
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*
* def __imul__(SparseVector self, float scalar):
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*/
(__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":113
* def __imul__(SparseVector self, float scalar):
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-static PyObject *__pyx_pw_5_cdec_12SparseVector_28__idiv__(PyObject *__pyx_v_self, PyObject *__pyx_arg_scalar) {
+static PyObject *__pyx_pw_5_cdec_12SparseVector_30__idiv__(PyObject *__pyx_v_self, PyObject *__pyx_arg_scalar); /*proto*/
+static PyObject *__pyx_pw_5_cdec_12SparseVector_30__idiv__(PyObject *__pyx_v_self, PyObject *__pyx_arg_scalar) {
float __pyx_v_scalar;
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__Pyx_RefNannySetupContext("__idiv__ (wrapper)", 0);
assert(__pyx_arg_scalar); {
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+ __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 = 115; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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goto __pyx_L4_argument_unpacking_done;
__pyx_L3_error:;
@@ -3019,13 +4148,13 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_28__idiv__(PyObject *__pyx_v_sel
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+ __pyx_r = __pyx_pf_5_cdec_12SparseVector_29__idiv__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((float)__pyx_v_scalar));
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(__pyx_v_self->vector[0]) /= __pyx_v_scalar;
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+static PyObject *__pyx_pw_5_cdec_12SparseVector_32__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /*proto*/
+static PyObject *__pyx_pw_5_cdec_12SparseVector_32__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) {
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- __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));
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_x), __pyx_ptype_5_cdec_SparseVector, 1, "x", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 119; __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 = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_5_cdec_12SparseVector_31__add__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_x), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_y));
goto __pyx_L0;
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return __pyx_r;
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-/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":106
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return __pyx_r;
}
-static PyObject *__pyx_gb_5_cdec_10Hypergraph_12generator2(__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 */
{
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+ 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);
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unsigned int __pyx_t_1;
long __pyx_t_2;
@@ -3912,20 +9049,20 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_12generator2(__pyx_GeneratorObject
return NULL;
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- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 32; __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":33
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*
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- * cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation
- * cdef bytes sentence
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- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":37
- * cdef bytes sentence
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":35
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*/
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- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":38
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":36
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__pyx_cur_scope->__pyx_v_k = __pyx_t_1;
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":39
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":37
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* derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<<
* if not derivation: break
- * sentence = GetString(derivation._yield).c_str()
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- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":40
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- * yield sentence.decode('utf8')
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- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L5;}
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}
__pyx_L8_break:;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44
- * yield sentence.decode('utf8')
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":41
+ * yield unicode(GetString(derivation._yield).c_str(), 'utf8')
* finally:
* del derivations # <<<<<<<<<<<<<<
*
- * def kbest_tree(self, size):
+ * def kbest_trees(self, size):
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int __pyx_why;
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-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":46
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- * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation
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+ 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);
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long __pyx_t_2;
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- * cdef str tree
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- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":51
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+ __pyx_cur_scope->__pyx_v_e_derivations = new KBest::KBestDerivations<std::vector<WordID>,ETreeTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":49
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* cdef unsigned k
* try: # <<<<<<<<<<<<<<
* for k in range(size):
- * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k)
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*/
/*try:*/ {
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":52
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":50
* cdef unsigned k
* try:
* for k in range(size): # <<<<<<<<<<<<<<
- * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k)
- * if not derivation: break
+ * f_derivation = f_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k)
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- __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L5;}
+ __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":53
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* try:
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- * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<<
- * if not derivation: break
- * tree = GetString(derivation._yield).c_str()
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*/
- __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_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":54
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* for k in range(size):
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- * if not derivation: break # <<<<<<<<<<<<<<
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- * yield tree.decode('utf8')
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+ * e_derivation = e_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<<
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*/
- __pyx_t_3 = (!(__pyx_cur_scope->__pyx_v_derivation != 0));
- if (__pyx_t_3) {
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goto __pyx_L8_break;
goto __pyx_L9;
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+ * yield (f_tree, e_tree)
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+ __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;}
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+ __Pyx_GIVEREF(((PyObject *)__pyx_t_6));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8));
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+ __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;}
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+ __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
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- * if not derivation: break
- * tree = GetString(derivation._yield).c_str() # <<<<<<<<<<<<<<
- * yield tree.decode('utf8')
+ * 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') # <<<<<<<<<<<<<<
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* finally:
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- __pyx_t_4 = PyBytes_FromString(TD::GetString(__pyx_cur_scope->__pyx_v_derivation->yield).c_str()); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5;}
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- __pyx_cur_scope->__pyx_v_tree = ((PyObject*)__pyx_t_4);
- __pyx_t_4 = 0;
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- * yield tree.decode('utf8') # <<<<<<<<<<<<<<
+ * f_tree = unicode(GetString(f_derivation._yield).c_str(), 'utf8')
+ * e_tree = unicode(GetString(e_derivation._yield).c_str(), 'utf8')
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- __pyx_t_5 = 0;
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+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree));
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__pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
__pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
__Pyx_XGIVEREF(__pyx_r);
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__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(!__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 tree.decode('utf8')
+ * yield (f_tree, e_tree)
* finally:
- * del derivations # <<<<<<<<<<<<<<
+ * del f_derivations # <<<<<<<<<<<<<<
+ * del e_derivations
*
- * def kbest_features(self, size):
*/
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int __pyx_why;
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__Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb);
__pyx_exc_lineno = __pyx_lineno;
goto __pyx_L6;
}
__pyx_L6:;
- delete __pyx_cur_scope->__pyx_v_derivations;
+ delete __pyx_cur_scope->__pyx_v_f_derivations;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":59
+ * finally:
+ * del f_derivations
+ * del e_derivations # <<<<<<<<<<<<<<
+ *
+ * def kbest_features(self, size):
+ */
+ delete __pyx_cur_scope->__pyx_v_e_derivations;
switch (__pyx_why) {
case 4: {
__Pyx_ErrRestore(__pyx_exc_type, __pyx_exc_value, __pyx_exc_tb);
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goto __pyx_L0;
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- __Pyx_XDECREF(__pyx_t_5);
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__pyx_L0:;
__Pyx_XDECREF(__pyx_r);
__pyx_generator->resume_label = -1;
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__Pyx_RefNannyFinishContext();
return NULL;
}
-static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+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_10Hypergraph_17kbest_features(PyObject *__pyx_v_self, PyObject *__pyx_v_size); /*proto*/
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return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":60
- * del derivations
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61
+ * del e_derivations
*
* def kbest_features(self, size): # <<<<<<<<<<<<<<
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- * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation
+ * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size)
+ * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation
*/
static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *__pyx_cur_scope;
+ struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *__pyx_cur_scope;
PyObject *__pyx_r = NULL;
__Pyx_RefNannyDeclarations
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
__Pyx_RefNannySetupContext("kbest_features", 0);
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+ __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);
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__Pyx_RefNannyFinishContext();
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__Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_size);
{
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+ __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;}
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return __pyx_r;
}
-static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+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_4_kbest_features *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)__pyx_generator->closure);
+ 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;
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return NULL;
}
__pyx_L3_first_run:;
- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":62
*
* def kbest_features(self, size):
- * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) # <<<<<<<<<<<<<<
- * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation
+ * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) # <<<<<<<<<<<<<<
+ * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation
* cdef SparseVector fmap
*/
- __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_cur_scope->__pyx_v_derivations = new KBest::KBestDerivations<FastSparseVector<weight_t>,FeatureVectorTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1);
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":65
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":66
* cdef SparseVector fmap
* cdef unsigned k
* try: # <<<<<<<<<<<<<<
@@ -4381,31 +9588,31 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject
*/
/*try:*/ {
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":66
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":67
* cdef unsigned k
* try:
* for k in range(size): # <<<<<<<<<<<<<<
* derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k)
* if not derivation: break
*/
- __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L5;}
+ __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[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":67
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":68
* try:
* for k in range(size):
* derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<<
* if not derivation: break
- * fmap = SparseVector()
+ * fmap = SparseVector.__new__(SparseVector)
*/
__pyx_cur_scope->__pyx_v_derivation = __pyx_cur_scope->__pyx_v_derivations->LazyKthBest((__pyx_cur_scope->__pyx_v_self->hg->nodes_.size() - 1), __pyx_cur_scope->__pyx_v_k);
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":68
+ /* "/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 = SparseVector.__new__(SparseVector)
* fmap.vector = new FastSparseVector[weight_t](derivation._yield)
*/
__pyx_t_3 = (!(__pyx_cur_scope->__pyx_v_derivation != 0));
@@ -4415,32 +9622,33 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject
}
__pyx_L9:;
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":70
* derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k)
* if not derivation: break
- * fmap = SparseVector() # <<<<<<<<<<<<<<
+ * fmap = SparseVector.__new__(SparseVector) # <<<<<<<<<<<<<<
* fmap.vector = new FastSparseVector[weight_t](derivation._yield)
* yield fmap
*/
- __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L5;}
+ __pyx_t_4 = __Pyx_tp_new(((PyObject*)__pyx_ptype_5_cdec_SparseVector)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L5;}
__Pyx_GOTREF(__pyx_t_4);
+ if (!(likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5_cdec_SparseVector)))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L5;}
__Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap));
__Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap));
__Pyx_GIVEREF(__pyx_t_4);
__pyx_cur_scope->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_4);
__pyx_t_4 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":70
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":71
* if not derivation: break
- * fmap = SparseVector()
+ * fmap = SparseVector.__new__(SparseVector)
* fmap.vector = new FastSparseVector[weight_t](derivation._yield) # <<<<<<<<<<<<<<
* yield fmap
* finally:
*/
__pyx_cur_scope->__pyx_v_fmap->vector = new FastSparseVector<weight_t>(__pyx_cur_scope->__pyx_v_derivation->yield);
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":71
- * fmap = SparseVector()
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":72
+ * fmap = SparseVector.__new__(SparseVector)
* fmap.vector = new FastSparseVector[weight_t](derivation._yield)
* yield fmap # <<<<<<<<<<<<<<
* finally:
@@ -4458,12 +9666,12 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject
__pyx_L10_resume_from_yield:;
__pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
__pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L5;}
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L5;}
}
__pyx_L8_break:;
}
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":73
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":74
* yield fmap
* finally:
* del derivations # <<<<<<<<<<<<<<
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__pyx_L0:;
__Pyx_XDECREF(__pyx_r);
__pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
__Pyx_RefNannyFinishContext();
return NULL;
}
-static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator7(__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*/
@@ -4517,7 +9726,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, P
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__Pyx_RefNannySetupContext("sample (wrapper)", 0);
assert(__pyx_arg_n); {
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+ __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;}
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goto __pyx_L4_argument_unpacking_done;
__pyx_L3_error:;
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return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76
* del derivations
*
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*/
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;
+ struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *__pyx_cur_scope;
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__Pyx_RefNannyDeclarations
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
__Pyx_RefNannySetupContext("sample", 0);
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+ __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);
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__pyx_cur_scope->__pyx_v_n = __pyx_v_n;
{
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+ __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;}
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return __pyx_r;
}
-static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator7(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
{
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+ struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)__pyx_generator->closure);
PyObject *__pyx_r = NULL;
int __pyx_t_1;
- size_t __pyx_t_2;
- unsigned int __pyx_t_3;
- PyObject *__pyx_t_4 = NULL;
+ MT19937 *__pyx_t_2;
+ size_t __pyx_t_3;
+ unsigned int __pyx_t_4;
PyObject *__pyx_t_5 = NULL;
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- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":77
*
* def sample(self, unsigned n):
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*/
__pyx_cur_scope->__pyx_v_hypos = new std::vector<HypergraphSampler::Hypothesis>();
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":77
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78
* def sample(self, unsigned n):
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__pyx_t_1 = (__pyx_cur_scope->__pyx_v_self->rng == NULL);
if (__pyx_t_1) {
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":79
* cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]()
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* hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos)
- * cdef str sentence
+ * cdef unsigned k
*/
- __pyx_cur_scope->__pyx_v_self->rng = new MT19937();
+ try {__pyx_t_2 = new MT19937();} catch(...) {__Pyx_CppExn2PyErr(); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}}
+ __pyx_cur_scope->__pyx_v_self->rng = __pyx_t_2;
goto __pyx_L4;
}
__pyx_L4:;
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":79
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":80
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* hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) # <<<<<<<<<<<<<<
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* cdef unsigned k
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*/
HypergraphSampler::sample_hypotheses((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_cur_scope->__pyx_v_n, __pyx_cur_scope->__pyx_v_self->rng, __pyx_cur_scope->__pyx_v_hypos);
/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":82
- * cdef str sentence
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* cdef unsigned k
* try: # <<<<<<<<<<<<<<
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*/
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@@ -4649,63 +9860,55 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject
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* try:
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- * yield sentence.decode('utf8')
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*/
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- __pyx_cur_scope->__pyx_v_k = __pyx_t_3;
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- __pyx_t_3 = __pyx_cur_scope->__pyx_t_1;
- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;}
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_t_4 = __pyx_cur_scope->__pyx_t_1;
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}
}
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":87
- * yield sentence.decode('utf8')
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":86
+ * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8')
* finally:
* del hypos # <<<<<<<<<<<<<<
*
- * # TODO richer k-best/sample output (feature vectors, trees?)
+ * def intersect(self, Lattice lat):
*/
/*finally:*/ {
int __pyx_why;
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__pyx_why = 0; goto __pyx_L7;
__pyx_L6: {
__pyx_why = 4;
- __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
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__Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
__Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb);
__pyx_exc_lineno = __pyx_lineno;
@@ -4737,12 +9940,13 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject
PyErr_SetNone(PyExc_StopIteration);
goto __pyx_L0;
__pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_4);
__Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
__Pyx_AddTraceback("sample", __pyx_clineno, __pyx_lineno, __pyx_filename);
__pyx_L0:;
__Pyx_XDECREF(__pyx_r);
__pyx_generator->resume_label = -1;
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__Pyx_RefNannyFinishContext();
return NULL;
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__Pyx_RefNannyDeclarations
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+ 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;}
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goto __pyx_L0;
__pyx_L1_error:;
@@ -4763,8 +9967,8 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91
- * # TODO richer k-best/sample output (feature vectors, trees?)
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":88
+ * del hypos
*
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int __pyx_clineno = 0;
__Pyx_RefNannySetupContext("intersect", 0);
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*
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PyObject *__pyx_v_kwargs = 0;
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("prune (wrapper)", 0);
__pyx_v_kwargs = PyDict_New(); if (unlikely(!__pyx_v_kwargs)) return NULL;
__Pyx_GOTREF(__pyx_v_kwargs);
{
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PyObject* values[2] = {0,0};
values[0] = ((PyObject *)__pyx_int_0);
values[1] = ((PyObject *)__pyx_int_0);
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if (unlikely(kw_args > 0)) {
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goto __pyx_L4_argument_unpacking_done;
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+ __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_DECREF(__pyx_v_kwargs); __pyx_v_kwargs = 0;
__Pyx_AddTraceback("_cdec.Hypergraph.prune", __pyx_clineno, __pyx_lineno, __pyx_filename);
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return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":94
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91
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*
* def prune(self, beam_alpha=0, density=0, **kwargs): # <<<<<<<<<<<<<<
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int __pyx_clineno = 0;
__Pyx_RefNannySetupContext("prune", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":95
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":92
*
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":93
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+ __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) {
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":97
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":94
* cdef hypergraph.EdgeMask* preserve_mask = NULL
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*/
__pyx_v_preserve_mask = new std::vector<bool>(__pyx_v_self->hg->edges_.size());
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":98
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":95
* if 'csplit_preserve_full_word' in kwargs:
* preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size())
* preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True # <<<<<<<<<<<<<<
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}
__pyx_L3:;
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":99
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":96
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* preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True
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- __pyx_t_2 = __pyx_PyFloat_AsDouble(__pyx_v_beam_alpha); if (unlikely((__pyx_t_2 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_t_3 = __pyx_PyFloat_AsDouble(__pyx_v_density); if (unlikely((__pyx_t_3 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_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;}
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- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":100
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if (__pyx_t_1) {
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":101
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return __pyx_r;
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-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":103
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__Pyx_RefNannySetupContext("lattice", 0);
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+ 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;}
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__pyx_t_1 = 0;
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__Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
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return __pyx_r;
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- else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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@@ -5334,7 +12355,7 @@ static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__
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- * def __getitem__(self, int index):
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-static int __pyx_pw_5_cdec_7Lattice_5__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_index, PyObject *__pyx_v_arcs) {
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__pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++;
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if ((likely(PyTuple_CheckExact(__pyx_t_5))) || (PyList_CheckExact(__pyx_t_5))) {
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__Pyx_INCREF(__pyx_t_6);
__Pyx_INCREF(__pyx_t_7);
__Pyx_INCREF(__pyx_t_8);
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+ #endif
__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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__Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
goto __pyx_L7_unpacking_done;
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+ __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;}
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@@ -6223,9 +13260,9 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_5todot_lines(PyObject *__pyx_self) {
return __pyx_r;
}
-static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator19(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
{
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+ 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;
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return NULL;
}
__pyx_L3_first_run:;
- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ 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/lattice.pxi":60
+ /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":59
* def todot(self):
* def lines():
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* yield 'rankdir = LR;'
* yield 'node [shape=circle];'
*/
- __Pyx_INCREF(((PyObject *)__pyx_kp_s_19));
- __pyx_r = ((PyObject *)__pyx_kp_s_19);
+ __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[3]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ 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":61
+ /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":60
* def lines():
* yield 'digraph lattice {'
* yield 'rankdir = LR;' # <<<<<<<<<<<<<<
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* for i in range(len(self)):
*/
- __Pyx_INCREF(((PyObject *)__pyx_kp_s_20));
- __pyx_r = ((PyObject *)__pyx_kp_s_20);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_28));
+ __pyx_r = ((PyObject *)__pyx_kp_s_28);
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__Pyx_RefNannyFinishContext();
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__pyx_generator->resume_label = 2;
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- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ 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/lattice.pxi":62
+ /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":61
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* yield 'rankdir = LR;'
* yield 'node [shape=circle];' # <<<<<<<<<<<<<<
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*/
- __Pyx_INCREF(((PyObject *)__pyx_kp_s_21));
- __pyx_r = ((PyObject *)__pyx_kp_s_21);
+ __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 */
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- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ 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":63
+ /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":62
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* for i in range(len(self)): # <<<<<<<<<<<<<<
* for label, weight, delta in self[i]:
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+ 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;} }
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+ __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;}
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+ __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;}
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+ __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;}
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PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
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+ __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;}
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__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 = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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for (;;) {
if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_3)) {
if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
__pyx_t_1 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++;
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ #endif
} else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_3)) {
if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
__pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++;
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ #endif
} else {
__pyx_t_1 = __pyx_t_4(__pyx_t_3);
if (unlikely(!__pyx_t_1)) {
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;}
+ else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
}
break;
}
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__pyx_cur_scope->__pyx_v_i = __pyx_t_1;
__pyx_t_1 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":64
+ /* "/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_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 = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __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[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __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;
}
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for (;;) {
if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_5)) {
if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_5)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
__pyx_t_1 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++;
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ #endif
} else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_5)) {
if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_5)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
__pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++;
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ #endif
} else {
__pyx_t_1 = __pyx_t_7(__pyx_t_5);
if (unlikely(!__pyx_t_1)) {
if (PyErr_Occurred()) {
if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
- else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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}
break;
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@@ -6400,21 +13453,22 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObje
}
if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
PyObject* sequence = __pyx_t_1;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
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+ #if CYTHON_COMPILING_IN_CPYTHON
if (likely(PyTuple_CheckExact(sequence))) {
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- if (PyTuple_GET_SIZE(sequence) > 3) __Pyx_RaiseTooManyValuesError(3);
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__Pyx_INCREF(__pyx_t_8);
__Pyx_INCREF(__pyx_t_9);
__Pyx_INCREF(__pyx_t_10);
+ #else
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+ __pyx_t_9 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_10 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
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Py_ssize_t index = -1;
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+ __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;
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__Pyx_GOTREF(__pyx_t_9);
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__Pyx_GOTREF(__pyx_t_10);
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+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_12(__pyx_t_11), 3) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_12 = NULL;
__Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
goto __pyx_L12_unpacking_done;
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__Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
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- {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_12 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__pyx_cur_scope->__pyx_v_delta = __pyx_t_10;
__pyx_t_10 = 0;
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":64
* for i in range(len(self)):
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__Pyx_RefNannySetupContext("__iadd__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":54
*
* def __iadd__(SufficientStats self, SufficientStats other):
* self.stats[0] += other.stats[0] # <<<<<<<<<<<<<<
@@ -7541,7 +14577,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_
*/
(__pyx_v_self->stats[0]) += (__pyx_v_other->stats[0]);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":60
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":55
* def __iadd__(SufficientStats self, SufficientStats other):
* self.stats[0] += other.stats[0]
* return self # <<<<<<<<<<<<<<
@@ -7561,17 +14597,17 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_
}
/* Python wrapper */
-static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /*proto*/
-static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) {
+static PyObject *__pyx_pw_5_cdec_15SufficientStats_12__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /*proto*/
+static PyObject *__pyx_pw_5_cdec_15SufficientStats_12__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) {
PyObject *__pyx_r = 0;
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__add__ (wrapper)", 0);
- __pyx_r = __pyx_pf_5_cdec_15SufficientStats_9__add__(((PyObject *)__pyx_v_x), ((PyObject *)__pyx_v_y));
+ __pyx_r = __pyx_pf_5_cdec_15SufficientStats_11__add__(((PyObject *)__pyx_v_x), ((PyObject *)__pyx_v_y));
__Pyx_RefNannyFinishContext();
return __pyx_r;
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-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":62
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":57
* return self
*
* def __add__(x, y): # <<<<<<<<<<<<<<
@@ -7579,7 +14615,7 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__add__(PyObject *__pyx_v_x
* cdef SufficientStats sy = as_stats(y, x)
*/
-static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) {
+static PyObject *__pyx_pf_5_cdec_15SufficientStats_11__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) {
struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_sx = 0;
struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_sy = 0;
struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_result = 0;
@@ -7591,43 +14627,43 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x,
int __pyx_clineno = 0;
__Pyx_RefNannySetupContext("__add__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":63
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":58
*
* def __add__(x, y):
* cdef SufficientStats sx = as_stats(x, y) # <<<<<<<<<<<<<<
* cdef SufficientStats sy = as_stats(y, x)
* cdef SufficientStats result = SufficientStats()
*/
- __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_x, __pyx_v_y)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_x, __pyx_v_y)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
__pyx_v_sx = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1);
__pyx_t_1 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":64
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59
* def __add__(x, y):
* cdef SufficientStats sx = as_stats(x, y)
* cdef SufficientStats sy = as_stats(y, x) # <<<<<<<<<<<<<<
* cdef SufficientStats result = SufficientStats()
* result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0]))
*/
- __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_y, __pyx_v_x)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_y, __pyx_v_x)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
__pyx_v_sy = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1);
__pyx_t_1 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":60
* cdef SufficientStats sx = as_stats(x, y)
* cdef SufficientStats sy = as_stats(y, x)
* cdef SufficientStats result = SufficientStats() # <<<<<<<<<<<<<<
* result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0]))
* result.metric = sx.metric
*/
- __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
__pyx_v_result = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1);
__pyx_t_1 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":66
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":61
* cdef SufficientStats sy = as_stats(y, x)
* cdef SufficientStats result = SufficientStats()
* result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) # <<<<<<<<<<<<<<
@@ -7636,7 +14672,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x,
*/
__pyx_v_result->stats = new SufficientStats(operator+((__pyx_v_sx->stats[0]), (__pyx_v_sy->stats[0])));
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":67
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":62
* cdef SufficientStats result = SufficientStats()
* result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0]))
* result.metric = sx.metric # <<<<<<<<<<<<<<
@@ -7645,7 +14681,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x,
*/
__pyx_v_result->metric = __pyx_v_sx->metric;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":68
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":63
* result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0]))
* result.metric = sx.metric
* return result # <<<<<<<<<<<<<<
@@ -7676,11 +14712,11 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x,
static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_evaluator = 0;
- static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__evaluator,0};
int __pyx_r;
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
{
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__evaluator,0};
PyObject* values[1] = {0};
if (unlikely(__pyx_kwds)) {
Py_ssize_t kw_args;
@@ -7693,12 +14729,11 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO
kw_args = PyDict_Size(__pyx_kwds);
switch (pos_args) {
case 0:
- values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__evaluator);
- if (likely(values[0])) kw_args--;
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__evaluator)) != 0)) kw_args--;
else goto __pyx_L5_argtuple_error;
}
if (unlikely(kw_args > 0)) {
- if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
}
} else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
goto __pyx_L5_argtuple_error;
@@ -7709,13 +14744,13 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO
}
goto __pyx_L4_argument_unpacking_done;
__pyx_L5_argtuple_error:;
- __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
__pyx_L3_error:;
__Pyx_AddTraceback("_cdec.CandidateSet.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
__Pyx_RefNannyFinishContext();
return -1;
__pyx_L4_argument_unpacking_done:;
- if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_evaluator), __pyx_ptype_5_cdec_SegmentEvaluator, 1, "evaluator", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_evaluator), __pyx_ptype_5_cdec_SegmentEvaluator, 1, "evaluator", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_r = __pyx_pf_5_cdec_12CandidateSet___cinit__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_evaluator);
goto __pyx_L0;
__pyx_L1_error:;
@@ -7725,7 +14760,7 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70
* cdef mteval.CandidateSet* cs
*
* def __cinit__(self, SegmentEvaluator evaluator): # <<<<<<<<<<<<<<
@@ -7738,7 +14773,7 @@ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_Cand
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__cinit__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":76
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":71
*
* def __cinit__(self, SegmentEvaluator evaluator):
* self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) # <<<<<<<<<<<<<<
@@ -7747,7 +14782,7 @@ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_Cand
*/
__pyx_v_self->scorer = new boost::shared_ptr<SegmentEvaluator>((__pyx_v_evaluator->scorer[0]));
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":77
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":72
* def __cinit__(self, SegmentEvaluator evaluator):
* self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0])
* self.metric = evaluator.metric # <<<<<<<<<<<<<<
@@ -7756,7 +14791,7 @@ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_Cand
*/
__pyx_v_self->metric = __pyx_v_evaluator->metric;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":78
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":73
* self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0])
* self.metric = evaluator.metric
* self.cs = new mteval.CandidateSet() # <<<<<<<<<<<<<<
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__Pyx_RefNannyFinishContext();
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75
* self.cs = new mteval.CandidateSet()
*
* def __dealloc__(self): # <<<<<<<<<<<<<<
@@ -7791,7 +14826,7 @@ static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __p
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__dealloc__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":81
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":76
*
* def __dealloc__(self):
* del self.scorer # <<<<<<<<<<<<<<
@@ -7800,7 +14835,7 @@ static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __p
*/
delete __pyx_v_self->scorer;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":77
* def __dealloc__(self):
* del self.scorer
* del self.cs # <<<<<<<<<<<<<<
@@ -7823,7 +14858,7 @@ static Py_ssize_t __pyx_pw_5_cdec_12CandidateSet_5__len__(PyObject *__pyx_v_self
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":84
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":79
* del self.cs
*
* def __len__(self): # <<<<<<<<<<<<<<
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__len__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85
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*
* def __len__(self):
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@@ -7860,7 +14895,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_7__getitem__(PyObject *__pyx_v_s
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__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[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_k = __Pyx_PyInt_AsInt(__pyx_arg_k); if (unlikely((__pyx_v_k == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
}
goto __pyx_L4_argument_unpacking_done;
__pyx_L3_error:;
@@ -7873,7 +14908,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_7__getitem__(PyObject *__pyx_v_s
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82
* return self.cs.size()
*
* def __getitem__(self,int k): # <<<<<<<<<<<<<<
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int __pyx_clineno = 0;
__Pyx_RefNannySetupContext("__getitem__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":88
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":83
*
* def __getitem__(self,int k):
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__pyx_t_2 = (!__pyx_t_1);
if (__pyx_t_2) {
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":89
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":84
* def __getitem__(self,int k):
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* raise IndexError('candidate set index out of range') # <<<<<<<<<<<<<<
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*/
- __pyx_t_3 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_36), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_44), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
__Pyx_Raise(__pyx_t_3, 0, 0, 0);
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
goto __pyx_L3;
}
__pyx_L3:;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85
* if not 0 <= k < self.cs.size():
* raise IndexError('candidate set index out of range')
* cdef Candidate candidate = Candidate() # <<<<<<<<<<<<<<
* candidate.candidate = &self.cs[0][k]
* candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats)
*/
- __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Candidate)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Candidate)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
__pyx_v_candidate = ((struct __pyx_obj_5_cdec_Candidate *)__pyx_t_3);
__pyx_t_3 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":91
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":86
* raise IndexError('candidate set index out of range')
* cdef Candidate candidate = Candidate()
* candidate.candidate = &self.cs[0][k] # <<<<<<<<<<<<<<
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*/
__pyx_v_candidate->candidate = (&((__pyx_v_self->cs[0])[__pyx_v_k]));
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":92
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87
* cdef Candidate candidate = Candidate()
* candidate.candidate = &self.cs[0][k]
* candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) # <<<<<<<<<<<<<<
@@ -7953,7 +14988,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_
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__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":93
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":88
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return __pyx_r;
}
-static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator8(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+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*/
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return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":95
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90
* return candidate
*
* def __iter__(self): # <<<<<<<<<<<<<<
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*/
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_10___iter__ *__pyx_cur_scope;
+ struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *__pyx_cur_scope;
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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_10___iter__ *)__pyx_ptype_5_cdec___pyx_scope_struct_10___iter__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_10___iter__, __pyx_empty_tuple, NULL);
+ __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);
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__Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
__Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
{
- __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator8, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator15, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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return __pyx_r;
}
-static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator8(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+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_10___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)__pyx_generator->closure);
+ 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;
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return NULL;
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__pyx_L3_first_run:;
- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":97
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":92
* def __iter__(self):
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- __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
__pyx_cur_scope->__pyx_v_i = __pyx_t_2;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":98
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":93
* cdef unsigned i
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- __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 = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
__pyx_r = __pyx_t_3;
__pyx_t_3 = 0;
@@ -8085,7 +15120,7 @@ static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator8(__pyx_GeneratorObje
__pyx_L6_resume_from_yield:;
__pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
__pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
}
PyErr_SetNone(PyExc_StopIteration);
goto __pyx_L0;
@@ -8095,6 +15130,7 @@ static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator8(__pyx_GeneratorObje
__pyx_L0:;
__Pyx_XDECREF(__pyx_r);
__pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
__Pyx_RefNannyFinishContext();
return NULL;
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@@ -8104,11 +15140,11 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se
static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph = 0;
unsigned int __pyx_v_k;
- static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__hypergraph,&__pyx_n_s__k,0};
PyObject *__pyx_r = 0;
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("add_kbest (wrapper)", 0);
{
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__hypergraph,&__pyx_n_s__k,0};
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if (unlikely(__pyx_kwds)) {
Py_ssize_t kw_args;
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kw_args = PyDict_Size(__pyx_kwds);
switch (pos_args) {
case 0:
- values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__hypergraph);
- if (likely(values[0])) kw_args--;
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__hypergraph)) != 0)) kw_args--;
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case 1:
- values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__k);
- if (likely(values[1])) kw_args--;
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__k)) != 0)) kw_args--;
else {
- __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, 1); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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if (unlikely(kw_args > 0)) {
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+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "add_kbest") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
}
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goto __pyx_L5_argtuple_error;
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values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
}
__pyx_v_hypergraph = ((struct __pyx_obj_5_cdec_Hypergraph *)values[0]);
- __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(values[1]); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(values[1]); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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goto __pyx_L4_argument_unpacking_done;
__pyx_L5_argtuple_error:;
- __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
__pyx_L3_error:;
__Pyx_AddTraceback("_cdec.CandidateSet.add_kbest", __pyx_clineno, __pyx_lineno, __pyx_filename);
__Pyx_RefNannyFinishContext();
return NULL;
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+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_r = __pyx_pf_5_cdec_12CandidateSet_11add_kbest(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_hypergraph, __pyx_v_k);
goto __pyx_L0;
__pyx_L1_error:;
@@ -8162,7 +15196,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":100
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":95
* yield self[i]
*
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("add_kbest", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":101
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":96
*
* def add_kbest(self, Hypergraph hypergraph, unsigned k):
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-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":107
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":102
* cdef mteval.EvaluationMetric* metric
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__Pyx_RefNannySetupContext("__dealloc__", 0);
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*
* def __dealloc__(self):
* del self.scorer # <<<<<<<<<<<<<<
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return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":110
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":105
* del self.scorer
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* def evaluate(self, sentence): # <<<<<<<<<<<<<<
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__Pyx_RefNannySetupContext("evaluate", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":107
* def evaluate(self, sentence):
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- __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_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 = 107; __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":113
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":108
* cdef vector[WordID] hyp
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*/
__pyx_v_sf->metric = __pyx_v_self->metric;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":114
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":109
* cdef SufficientStats sf = SufficientStats()
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*/
__pyx_v_sf->stats = new SufficientStats();
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":110
* sf.metric = self.metric
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- __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); 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_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), 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(__pyx_t_1); __pyx_t_1 = 0;
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__Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":111
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__pyx_v_self->scorer->get()->Evaluate(__pyx_v_hyp, __pyx_v_sf->stats);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":117
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112
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return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":119
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":124
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__pyx_t_7 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++;
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__pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++;
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*/
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for (;;) {
if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_1)) {
if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
__pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++;
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if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
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__pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++;
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__pyx_t_3 = __pyx_t_5(__pyx_t_1);
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}
if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) {
PyObject* sequence = __pyx_t_3;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
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+ {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- __pyx_t_8 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_8 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_grammar); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- if (__pyx_t_2) {
+ __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_grammar); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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+ __pyx_t_5 = ((PyObject *)((PyObject*)(&PyUnicode_Type)));
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+ __pyx_t_3 = __pyx_t_4;
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+ /* "_cdec.pyx":104
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+ goto __pyx_L5;
+ }
+ /*else*/ {
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+ /* "_cdec.pyx":106
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+ * self.dec.AddSupplementalGrammar(TextGrammar(grammar).grammar[0]) # <<<<<<<<<<<<<<
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- * self.dec.Decode(string(<char *>inp), &observer)
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- __pyx_t_4 = PyBytes_AsString(__pyx_v_grammar); if (unlikely((!__pyx_t_4) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_v_self->dec->SetSentenceGrammarFromString(std::string(((char *)__pyx_t_4)));
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
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+ __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]));
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+ /* "_cdec.pyx":107
+ * else:
+ * self.dec.AddSupplementalGrammar(TextGrammar(grammar).grammar[0])
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+ * self.dec.Decode(string(input_str), &observer)
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*/
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- /* "_cdec.pyx":64
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* cdef decoder.BasicObserver observer = decoder.BasicObserver()
- * self.dec.Decode(string(<char *>inp), &observer) # <<<<<<<<<<<<<<
+ * self.dec.Decode(string(input_str), &observer) # <<<<<<<<<<<<<<
* if observer.hypergraph == NULL:
* raise ParseFailed()
*/
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- __pyx_v_self->dec->Decode(std::string(((char *)__pyx_t_4)), (&__pyx_v_observer));
+ __pyx_t_6 = PyBytes_AsString(((PyObject *)__pyx_v_input_str)); if (unlikely((!__pyx_t_6) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->dec->Decode(std::string(__pyx_t_6), (&__pyx_v_observer));
- /* "_cdec.pyx":65
+ /* "_cdec.pyx":109
* cdef decoder.BasicObserver observer = decoder.BasicObserver()
- * self.dec.Decode(string(<char *>inp), &observer)
+ * self.dec.Decode(string(input_str), &observer)
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* cdef Hypergraph hg = Hypergraph()
*/
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- if (__pyx_t_2) {
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+ if (__pyx_t_3) {
- /* "_cdec.pyx":66
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+ /* "_cdec.pyx":110
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- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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__Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
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- goto __pyx_L5;
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+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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+ goto __pyx_L6;
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- __pyx_L5:;
+ __pyx_L6:;
- /* "_cdec.pyx":67
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*/
- __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Hypergraph)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __Pyx_GOTREF(__pyx_t_1);
- __pyx_v_hg = ((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_t_1);
- __pyx_t_1 = 0;
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+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_v_hg = ((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_t_5);
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- /* "_cdec.pyx":68
+ /* "_cdec.pyx":112
* raise ParseFailed()
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*/
__pyx_v_hg->hg = new Hypergraph((__pyx_v_observer.hypergraph[0]));
- /* "_cdec.pyx":69
+ /* "_cdec.pyx":113
* cdef Hypergraph hg = Hypergraph()
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* return hg # <<<<<<<<<<<<<<
@@ -9930,24 +18616,76 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec
goto __pyx_L0;
__pyx_L1_error:;
__Pyx_XDECREF(__pyx_t_1);
- __Pyx_XDECREF(__pyx_t_3);
+ __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_inp);
+ __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) {
+/* "string.to_py":25
+ *
+ * @cname("__pyx_convert_string_to_py_")
+ * cdef object __pyx_convert_string_to_py_(string& s): # <<<<<<<<<<<<<<
+ * return s.data()[:s.size()]
+ *
+ */
+
+static PyObject *__pyx_convert_string_to_py_(const std::string &__pyx_v_s) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__pyx_convert_string_to_py_", 0);
+
+ /* "string.to_py":26
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+ * cdef object __pyx_convert_string_to_py_(string& s):
+ * return s.data()[:s.size()] # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyBytes_FromStringAndSize(__pyx_v_s.data() + 0, __pyx_v_s.size() - 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_r = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
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+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
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+
+static PyObject *__pyx_tp_new_5_cdec_DenseVector(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
return o;
}
static void __pyx_tp_dealloc_5_cdec_DenseVector(PyObject *o) {
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_5_cdec_11DenseVector_3__dealloc__(o);
+ if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
+ --Py_REFCNT(o);
+ PyErr_Restore(etype, eval, etb);
+ }
(*Py_TYPE(o)->tp_free)(o);
}
static PyObject *__pyx_sq_item_5_cdec_DenseVector(PyObject *o, Py_ssize_t i) {
@@ -9960,7 +18698,7 @@ static PyObject *__pyx_sq_item_5_cdec_DenseVector(PyObject *o, Py_ssize_t i) {
static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, PyObject *v) {
if (v) {
- return __pyx_pw_5_cdec_11DenseVector_5__setitem__(o, i, v);
+ return __pyx_pw_5_cdec_11DenseVector_9__setitem__(o, i, v);
}
else {
PyErr_Format(PyExc_NotImplementedError,
@@ -9970,8 +18708,8 @@ static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, P
}
static PyMethodDef __pyx_methods_5_cdec_DenseVector[] = {
- {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_10dot, METH_O, __Pyx_DOCSTR(0)},
- {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_12tosparse, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_14dot, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_16tosparse, METH_NOARGS, __Pyx_DOCSTR(0)},
{0, 0, 0, 0}
};
@@ -10034,7 +18772,7 @@ static PyNumberMethods __pyx_tp_as_number_DenseVector = {
};
static PySequenceMethods __pyx_tp_as_sequence_DenseVector = {
- __pyx_pw_5_cdec_11DenseVector_1__len__, /*sq_length*/
+ __pyx_pw_5_cdec_11DenseVector_5__len__, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
__pyx_sq_item_5_cdec_DenseVector, /*sq_item*/
@@ -10047,8 +18785,8 @@ static PySequenceMethods __pyx_tp_as_sequence_DenseVector = {
};
static PyMappingMethods __pyx_tp_as_mapping_DenseVector = {
- __pyx_pw_5_cdec_11DenseVector_1__len__, /*mp_length*/
- __pyx_pw_5_cdec_11DenseVector_3__getitem__, /*mp_subscript*/
+ __pyx_pw_5_cdec_11DenseVector_5__len__, /*mp_length*/
+ __pyx_pw_5_cdec_11DenseVector_7__getitem__, /*mp_subscript*/
__pyx_mp_ass_subscript_5_cdec_DenseVector, /*mp_ass_subscript*/
};
@@ -10103,7 +18841,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = {
0, /*tp_clear*/
0, /*tp_richcompare*/
0, /*tp_weaklistoffset*/
- __pyx_pw_5_cdec_11DenseVector_7__iter__, /*tp_iter*/
+ __pyx_pw_5_cdec_11DenseVector_11__iter__, /*tp_iter*/
0, /*tp_iternext*/
__pyx_methods_5_cdec_DenseVector, /*tp_methods*/
0, /*tp_members*/
@@ -10113,7 +18851,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = {
0, /*tp_descr_get*/
0, /*tp_descr_set*/
0, /*tp_dictoffset*/
- 0, /*tp_init*/
+ __pyx_pw_5_cdec_11DenseVector_1__init__, /*tp_init*/
0, /*tp_alloc*/
__pyx_tp_new_5_cdec_DenseVector, /*tp_new*/
0, /*tp_free*/
@@ -10129,7 +18867,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, PyObject *k) {
+static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
return o;
@@ -10140,7 +18878,7 @@ static void __pyx_tp_dealloc_5_cdec_SparseVector(PyObject *o) {
PyObject *etype, *eval, *etb;
PyErr_Fetch(&etype, &eval, &etb);
++Py_REFCNT(o);
- __pyx_pw_5_cdec_12SparseVector_1__dealloc__(o);
+ __pyx_pw_5_cdec_12SparseVector_3__dealloc__(o);
if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
--Py_REFCNT(o);
PyErr_Restore(etype, eval, etb);
@@ -10157,7 +18895,7 @@ static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) {
static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) {
if (v) {
- return __pyx_pw_5_cdec_12SparseVector_7__setitem__(o, i, v);
+ return __pyx_pw_5_cdec_12SparseVector_9__setitem__(o, i, v);
}
else {
PyErr_Format(PyExc_NotImplementedError,
@@ -10167,22 +18905,22 @@ static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i,
}
static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = {
- {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_3copy, METH_NOARGS, __Pyx_DOCSTR(0)},
- {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_12dot, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_5copy, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_14dot, METH_O, __Pyx_DOCSTR(0)},
{0, 0, 0, 0}
};
static PyNumberMethods __pyx_tp_as_number_SparseVector = {
- __pyx_pw_5_cdec_12SparseVector_30__add__, /*nb_add*/
- __pyx_pw_5_cdec_12SparseVector_32__sub__, /*nb_subtract*/
- __pyx_pw_5_cdec_12SparseVector_34__mul__, /*nb_multiply*/
+ __pyx_pw_5_cdec_12SparseVector_32__add__, /*nb_add*/
+ __pyx_pw_5_cdec_12SparseVector_34__sub__, /*nb_subtract*/
+ __pyx_pw_5_cdec_12SparseVector_36__mul__, /*nb_multiply*/
#if PY_MAJOR_VERSION < 3
- __pyx_pw_5_cdec_12SparseVector_36__div__, /*nb_divide*/
+ __pyx_pw_5_cdec_12SparseVector_38__div__, /*nb_divide*/
#endif
0, /*nb_remainder*/
0, /*nb_divmod*/
0, /*nb_power*/
- __pyx_pw_5_cdec_12SparseVector_20__neg__, /*nb_negative*/
+ __pyx_pw_5_cdec_12SparseVector_22__neg__, /*nb_negative*/
0, /*nb_positive*/
0, /*nb_absolute*/
0, /*nb_nonzero*/
@@ -10208,11 +18946,11 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = {
#if PY_MAJOR_VERSION < 3
0, /*nb_hex*/
#endif
- __pyx_pw_5_cdec_12SparseVector_22__iadd__, /*nb_inplace_add*/
- __pyx_pw_5_cdec_12SparseVector_24__isub__, /*nb_inplace_subtract*/
- __pyx_pw_5_cdec_12SparseVector_26__imul__, /*nb_inplace_multiply*/
+ __pyx_pw_5_cdec_12SparseVector_24__iadd__, /*nb_inplace_add*/
+ __pyx_pw_5_cdec_12SparseVector_26__isub__, /*nb_inplace_subtract*/
+ __pyx_pw_5_cdec_12SparseVector_28__imul__, /*nb_inplace_multiply*/
#if PY_MAJOR_VERSION < 3
- __pyx_pw_5_cdec_12SparseVector_28__idiv__, /*nb_inplace_divide*/
+ __pyx_pw_5_cdec_12SparseVector_30__idiv__, /*nb_inplace_divide*/
#endif
0, /*nb_inplace_remainder*/
0, /*nb_inplace_power*/
@@ -10231,21 +18969,21 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = {
};
static PySequenceMethods __pyx_tp_as_sequence_SparseVector = {
- __pyx_pw_5_cdec_12SparseVector_16__len__, /*sq_length*/
+ __pyx_pw_5_cdec_12SparseVector_18__len__, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
__pyx_sq_item_5_cdec_SparseVector, /*sq_item*/
0, /*sq_slice*/
0, /*sq_ass_item*/
0, /*sq_ass_slice*/
- __pyx_pw_5_cdec_12SparseVector_18__contains__, /*sq_contains*/
+ __pyx_pw_5_cdec_12SparseVector_20__contains__, /*sq_contains*/
0, /*sq_inplace_concat*/
0, /*sq_inplace_repeat*/
};
static PyMappingMethods __pyx_tp_as_mapping_SparseVector = {
- __pyx_pw_5_cdec_12SparseVector_16__len__, /*mp_length*/
- __pyx_pw_5_cdec_12SparseVector_5__getitem__, /*mp_subscript*/
+ __pyx_pw_5_cdec_12SparseVector_18__len__, /*mp_length*/
+ __pyx_pw_5_cdec_12SparseVector_7__getitem__, /*mp_subscript*/
__pyx_mp_ass_subscript_5_cdec_SparseVector, /*mp_ass_subscript*/
};
@@ -10298,9 +19036,9 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = {
0, /*tp_doc*/
0, /*tp_traverse*/
0, /*tp_clear*/
- __pyx_pw_5_cdec_12SparseVector_14__richcmp__, /*tp_richcompare*/
+ __pyx_pw_5_cdec_12SparseVector_16__richcmp__, /*tp_richcompare*/
0, /*tp_weaklistoffset*/
- __pyx_pw_5_cdec_12SparseVector_9__iter__, /*tp_iter*/
+ __pyx_pw_5_cdec_12SparseVector_11__iter__, /*tp_iter*/
0, /*tp_iternext*/
__pyx_methods_5_cdec_SparseVector, /*tp_methods*/
0, /*tp_members*/
@@ -10310,7 +19048,7 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = {
0, /*tp_descr_get*/
0, /*tp_descr_set*/
0, /*tp_dictoffset*/
- 0, /*tp_init*/
+ __pyx_pw_5_cdec_12SparseVector_1__init__, /*tp_init*/
0, /*tp_alloc*/
__pyx_tp_new_5_cdec_SparseVector, /*tp_new*/
0, /*tp_free*/
@@ -10326,7 +19064,1214 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) {
+static PyObject *__pyx_tp_new_5_cdec_NT(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec_NT *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_5_cdec_NT *)o);
+ p->cat = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ return o;
+}
+
+static void __pyx_tp_dealloc_5_cdec_NT(PyObject *o) {
+ struct __pyx_obj_5_cdec_NT *p = (struct __pyx_obj_5_cdec_NT *)o;
+ Py_XDECREF(((PyObject *)p->cat));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_5_cdec_NT(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_5_cdec_NT *p = (struct __pyx_obj_5_cdec_NT *)o;
+ if (p->cat) {
+ e = (*v)(p->cat, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_5_cdec_NT(PyObject *o) {
+ struct __pyx_obj_5_cdec_NT *p = (struct __pyx_obj_5_cdec_NT *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->cat);
+ p->cat = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyObject *__pyx_getprop_5_cdec_2NT_cat(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_2NT_3cat_1__get__(o);
+}
+
+static int __pyx_setprop_5_cdec_2NT_cat(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_5_cdec_2NT_3cat_3__set__(o, v);
+ }
+ else {
+ return __pyx_pw_5_cdec_2NT_3cat_5__del__(o);
+ }
+}
+
+static PyObject *__pyx_getprop_5_cdec_2NT_ref(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_2NT_3ref_1__get__(o);
+}
+
+static int __pyx_setprop_5_cdec_2NT_ref(PyObject *o, PyObject *v, CYTHON_UNUSED 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|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_5_cdec_NT, /*tp_traverse*/
+ __pyx_tp_clear_5_cdec_NT, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 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, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_5_cdec_NTRef(PyObject *o) {
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_5NTRef_ref(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_5NTRef_3ref_1__get__(o);
+}
+
+static int __pyx_setprop_5_cdec_5NTRef_ref(PyObject *o, PyObject *v, CYTHON_UNUSED 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_TRule(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_5_cdec_TRule(PyObject *o) {
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_5_cdec_5TRule_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_5TRule_arity(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_5TRule_5arity_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_5TRule_f(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_5TRule_1f_1__get__(o);
+}
+
+static int __pyx_setprop_5_cdec_5TRule_f(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_5_cdec_5TRule_1f_3__set__(o, v);
+ }
+ else {
+ PyErr_SetString(PyExc_NotImplementedError, "__del__");
+ return -1;
+ }
+}
+
+static PyObject *__pyx_getprop_5_cdec_5TRule_e(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_5TRule_1e_1__get__(o);
+}
+
+static int __pyx_setprop_5_cdec_5TRule_e(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_5_cdec_5TRule_1e_3__set__(o, v);
+ }
+ else {
+ PyErr_SetString(PyExc_NotImplementedError, "__del__");
+ return -1;
+ }
+}
+
+static PyObject *__pyx_getprop_5_cdec_5TRule_a(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_5TRule_1a_1__get__(o);
+}
+
+static int __pyx_setprop_5_cdec_5TRule_a(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_5_cdec_5TRule_1a_4__set__(o, v);
+ }
+ else {
+ PyErr_SetString(PyExc_NotImplementedError, "__del__");
+ return -1;
+ }
+}
+
+static PyObject *__pyx_getprop_5_cdec_5TRule_scores(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_5TRule_6scores_1__get__(o);
+}
+
+static int __pyx_setprop_5_cdec_5TRule_scores(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_5_cdec_5TRule_6scores_3__set__(o, v);
+ }
+ else {
+ PyErr_SetString(PyExc_NotImplementedError, "__del__");
+ return -1;
+ }
+}
+
+static PyObject *__pyx_getprop_5_cdec_5TRule_lhs(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_5TRule_3lhs_1__get__(o);
+}
+
+static int __pyx_setprop_5_cdec_5TRule_lhs(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_5_cdec_5TRule_3lhs_3__set__(o, v);
+ }
+ else {
+ PyErr_SetString(PyExc_NotImplementedError, "__del__");
+ return -1;
+ }
+}
+
+static PyMethodDef __pyx_methods_5_cdec_TRule[] = {
+ {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_5_cdec_TRule[] = {
+ {(char *)"arity", __pyx_getprop_5_cdec_5TRule_arity, 0, 0, 0},
+ {(char *)"f", __pyx_getprop_5_cdec_5TRule_f, __pyx_setprop_5_cdec_5TRule_f, 0, 0},
+ {(char *)"e", __pyx_getprop_5_cdec_5TRule_e, __pyx_setprop_5_cdec_5TRule_e, 0, 0},
+ {(char *)"a", __pyx_getprop_5_cdec_5TRule_a, __pyx_setprop_5_cdec_5TRule_a, 0, 0},
+ {(char *)"scores", __pyx_getprop_5_cdec_5TRule_scores, __pyx_setprop_5_cdec_5TRule_scores, 0, 0},
+ {(char *)"lhs", __pyx_getprop_5_cdec_5TRule_lhs, __pyx_setprop_5_cdec_5TRule_lhs, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_TRule = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_TRule = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_TRule = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_TRule = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec_TRule = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_cdec.TRule"), /*tp_name*/
+ sizeof(struct __pyx_obj_5_cdec_TRule), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_5_cdec_TRule, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_TRule, /*tp_as_number*/
+ &__pyx_tp_as_sequence_TRule, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_TRule, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ __pyx_pw_5_cdec_5TRule_5__str__, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_TRule, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_5_cdec_TRule, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_5_cdec_TRule, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ __pyx_pw_5_cdec_5TRule_1__init__, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec_TRule, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec_MRule(PyTypeObject *t, PyObject *a, PyObject *k) {
+ PyObject *o = __pyx_tp_new_5_cdec_TRule(t, a, k);
+ if (!o) return 0;
+ return o;
+}
+
+static PyMethodDef __pyx_methods_5_cdec_MRule[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_MRule = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_MRule = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_MRule = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_MRule = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec_MRule = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_cdec.MRule"), /*tp_name*/
+ sizeof(struct __pyx_obj_5_cdec_MRule), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_5_cdec_TRule, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_MRule, /*tp_as_number*/
+ &__pyx_tp_as_sequence_MRule, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_MRule, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ #if CYTHON_COMPILING_IN_PYPY
+ __pyx_pw_5_cdec_5TRule_5__str__, /*tp_str*/
+ #else
+ 0, /*tp_str*/
+ #endif
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_MRule, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_5_cdec_MRule, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ __pyx_pw_5_cdec_5MRule_1__init__, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec_MRule, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec_Grammar(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ return o;
+}
+
+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);
+}
+
+static PyObject *__pyx_getprop_5_cdec_7Grammar_name(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_7Grammar_4name_1__get__(o);
+}
+
+static int __pyx_setprop_5_cdec_7Grammar_name(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_5_cdec_7Grammar_4name_3__set__(o, v);
+ }
+ else {
+ PyErr_SetString(PyExc_NotImplementedError, "__del__");
+ return -1;
+ }
+}
+
+static PyMethodDef __pyx_methods_5_cdec_Grammar[] = {
+ {0, 0, 0, 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}
+};
+
+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
+};
+
+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*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_Grammar = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+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 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 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_TextGrammar[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_TextGrammar = {
+ 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_TextGrammar = {
+ 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_TextGrammar = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_TextGrammar = {
+ #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_TextGrammar = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_cdec.TextGrammar"), /*tp_name*/
+ sizeof(struct __pyx_obj_5_cdec_TextGrammar), /*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_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_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*/
+ #if CYTHON_COMPILING_IN_PYPY
+ __pyx_pw_5_cdec_7Grammar_3__iter__, /*tp_iter*/
+ #else
+ 0, /*tp_iter*/
+ #endif
+ 0, /*tp_iternext*/
+ __pyx_methods_5_cdec_TextGrammar, /*tp_methods*/
+ 0, /*tp_members*/
+ 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_TextGrammar, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
return o;
@@ -10345,22 +20290,47 @@ static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) {
(*Py_TYPE(o)->tp_free)(o);
}
+static PyObject *__pyx_getprop_5_cdec_10Hypergraph_edges(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_10Hypergraph_5edges_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_10Hypergraph_nodes(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_10Hypergraph_5nodes_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_10Hypergraph_goal(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_10Hypergraph_4goal_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_10Hypergraph_npaths(PyObject *o, CYTHON_UNUSED 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_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_tree, METH_NOARGS, __Pyx_DOCSTR(0)},
- {__Pyx_NAMESTR("viterbi_source_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7viterbi_source_tree, METH_NOARGS, __Pyx_DOCSTR(0)},
- {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_features, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("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_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_14kbest_tree, 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 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*/
@@ -10493,7 +20463,7 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = {
0, /*tp_iternext*/
__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*/
@@ -10514,10 +20484,445 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = {
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, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec_HypergraphEdge *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_5_cdec_HypergraphEdge *)o);
+ p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphEdge;
+ p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None);
+ return o;
+}
+
+static void __pyx_tp_dealloc_5_cdec_HypergraphEdge(PyObject *o) {
+ struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o;
+ Py_XDECREF(((PyObject *)p->trule));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_5_cdec_HypergraphEdge(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o;
+ if (p->trule) {
+ e = (*v)(((PyObject*)p->trule), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_5_cdec_HypergraphEdge(PyObject *o) {
+ struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->trule);
+ p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_head_node(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_14HypergraphEdge_9head_node_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_14HypergraphEdge_10tail_nodes_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_span(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_14HypergraphEdge_4span_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_feature_values(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_prob(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_14HypergraphEdge_4prob_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_trule(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(o);
+}
+
+static int __pyx_setprop_5_cdec_14HypergraphEdge_trule(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_5_cdec_14HypergraphEdge_5trule_3__set__(o, v);
+ }
+ else {
+ return __pyx_pw_5_cdec_14HypergraphEdge_5trule_5__del__(o);
+ }
+}
+
+static PyMethodDef __pyx_methods_5_cdec_HypergraphEdge[] = {
+ {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphEdge[] = {
+ {(char *)"head_node", __pyx_getprop_5_cdec_14HypergraphEdge_head_node, 0, 0, 0},
+ {(char *)"tail_nodes", __pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes, 0, 0, 0},
+ {(char *)"span", __pyx_getprop_5_cdec_14HypergraphEdge_span, 0, 0, 0},
+ {(char *)"feature_values", __pyx_getprop_5_cdec_14HypergraphEdge_feature_values, 0, 0, 0},
+ {(char *)"prob", __pyx_getprop_5_cdec_14HypergraphEdge_prob, 0, 0, 0},
+ {(char *)"trule", __pyx_getprop_5_cdec_14HypergraphEdge_trule, __pyx_setprop_5_cdec_14HypergraphEdge_trule, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_HypergraphEdge = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_HypergraphEdge = {
+ __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_HypergraphEdge = {
+ __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_HypergraphEdge = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec_HypergraphEdge = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_cdec.HypergraphEdge"), /*tp_name*/
+ sizeof(struct __pyx_obj_5_cdec_HypergraphEdge), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_5_cdec_HypergraphEdge, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_HypergraphEdge, /*tp_as_number*/
+ &__pyx_tp_as_sequence_HypergraphEdge, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_HypergraphEdge, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_HypergraphEdge, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_5_cdec_HypergraphEdge, /*tp_traverse*/
+ __pyx_tp_clear_5_cdec_HypergraphEdge, /*tp_clear*/
+ __pyx_pw_5_cdec_14HypergraphEdge_3__richcmp__, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_5_cdec_HypergraphEdge, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_5_cdec_HypergraphEdge, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec_HypergraphEdge, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_5_cdec_HypergraphNode __pyx_vtable_5_cdec_HypergraphNode;
+
+static PyObject *__pyx_tp_new_5_cdec_HypergraphNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec_HypergraphNode *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_5_cdec_HypergraphNode *)o);
+ p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphNode;
+ return o;
+}
+
+static void __pyx_tp_dealloc_5_cdec_HypergraphNode(PyObject *o) {
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_in_edges(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_14HypergraphNode_8in_edges_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_out_edges(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_14HypergraphNode_9out_edges_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_span(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_14HypergraphNode_4span_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_cat(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_5_cdec_14HypergraphNode_3cat_1__get__(o);
+}
+
+static PyMethodDef __pyx_methods_5_cdec_HypergraphNode[] = {
+ {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphNode[] = {
+ {(char *)"in_edges", __pyx_getprop_5_cdec_14HypergraphNode_in_edges, 0, 0, 0},
+ {(char *)"out_edges", __pyx_getprop_5_cdec_14HypergraphNode_out_edges, 0, 0, 0},
+ {(char *)"span", __pyx_getprop_5_cdec_14HypergraphNode_span, 0, 0, 0},
+ {(char *)"cat", __pyx_getprop_5_cdec_14HypergraphNode_cat, 0, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_HypergraphNode = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_HypergraphNode = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_HypergraphNode = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_HypergraphNode = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec_HypergraphNode = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_cdec.HypergraphNode"), /*tp_name*/
+ sizeof(struct __pyx_obj_5_cdec_HypergraphNode), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_5_cdec_HypergraphNode, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_HypergraphNode, /*tp_as_number*/
+ &__pyx_tp_as_sequence_HypergraphNode, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_HypergraphNode, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_HypergraphNode, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ __pyx_pw_5_cdec_14HypergraphNode_1__richcmp__, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_5_cdec_HypergraphNode, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_5_cdec_HypergraphNode, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec_HypergraphNode, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) {
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
+ if (__pyx_pw_5_cdec_7Lattice_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
return o;
}
@@ -10526,7 +20931,7 @@ static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) {
PyObject *etype, *eval, *etb;
PyErr_Fetch(&etype, &eval, &etb);
++Py_REFCNT(o);
- __pyx_pw_5_cdec_7Lattice_14__dealloc__(o);
+ __pyx_pw_5_cdec_7Lattice_3__dealloc__(o);
if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
--Py_REFCNT(o);
PyErr_Restore(etype, eval, etb);
@@ -10543,7 +20948,7 @@ static PyObject *__pyx_sq_item_5_cdec_Lattice(PyObject *o, Py_ssize_t i) {
static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) {
if (v) {
- return __pyx_pw_5_cdec_7Lattice_5__setitem__(o, i, v);
+ return __pyx_pw_5_cdec_7Lattice_7__setitem__(o, i, v);
}
else {
PyErr_Format(PyExc_NotImplementedError,
@@ -10616,7 +21021,7 @@ static PyNumberMethods __pyx_tp_as_number_Lattice = {
};
static PySequenceMethods __pyx_tp_as_sequence_Lattice = {
- __pyx_pw_5_cdec_7Lattice_7__len__, /*sq_length*/
+ __pyx_pw_5_cdec_7Lattice_9__len__, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
__pyx_sq_item_5_cdec_Lattice, /*sq_item*/
@@ -10629,8 +21034,8 @@ static PySequenceMethods __pyx_tp_as_sequence_Lattice = {
};
static PyMappingMethods __pyx_tp_as_mapping_Lattice = {
- __pyx_pw_5_cdec_7Lattice_7__len__, /*mp_length*/
- __pyx_pw_5_cdec_7Lattice_3__getitem__, /*mp_subscript*/
+ __pyx_pw_5_cdec_7Lattice_9__len__, /*mp_length*/
+ __pyx_pw_5_cdec_7Lattice_5__getitem__, /*mp_subscript*/
__pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/
};
@@ -10675,7 +21080,7 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = {
&__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/
0, /*tp_hash*/
0, /*tp_call*/
- __pyx_pw_5_cdec_7Lattice_9__str__, /*tp_str*/
+ __pyx_pw_5_cdec_7Lattice_11__str__, /*tp_str*/
0, /*tp_getattro*/
0, /*tp_setattro*/
&__pyx_tp_as_buffer_Lattice, /*tp_as_buffer*/
@@ -10685,7 +21090,7 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = {
0, /*tp_clear*/
0, /*tp_richcompare*/
0, /*tp_weaklistoffset*/
- __pyx_pw_5_cdec_7Lattice_11__iter__, /*tp_iter*/
+ __pyx_pw_5_cdec_7Lattice_13__iter__, /*tp_iter*/
0, /*tp_iternext*/
__pyx_methods_5_cdec_Lattice, /*tp_methods*/
0, /*tp_members*/
@@ -10695,7 +21100,7 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = {
0, /*tp_descr_get*/
0, /*tp_descr_set*/
0, /*tp_dictoffset*/
- __pyx_pw_5_cdec_7Lattice_1__init__, /*tp_init*/
+ 0, /*tp_init*/
0, /*tp_alloc*/
__pyx_tp_new_5_cdec_Lattice, /*tp_new*/
0, /*tp_free*/
@@ -10711,7 +21116,7 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k) {
+static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
return o;
@@ -10721,19 +21126,19 @@ static void __pyx_tp_dealloc_5_cdec_Candidate(PyObject *o) {
(*Py_TYPE(o)->tp_free)(o);
}
-static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, void *x) {
+static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_5_cdec_9Candidate_5words_1__get__(o);
}
-static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, void *x) {
+static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_5_cdec_9Candidate_4fmap_1__get__(o);
}
-static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, void *x) {
+static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_5_cdec_9Candidate_5score_1__get__(o);
}
-static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, void *x) {
+static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
if (v) {
return __pyx_pw_5_cdec_9Candidate_5score_3__set__(o, v);
}
@@ -10908,7 +21313,7 @@ static PyTypeObject __pyx_type_5_cdec_Candidate = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, PyObject *a, PyObject *k) {
+static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
return o;
@@ -10926,12 +21331,19 @@ static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) {
}
(*Py_TYPE(o)->tp_free)(o);
}
+static PyObject *__pyx_sq_item_5_cdec_SufficientStats(PyObject *o, Py_ssize_t i) {
+ PyObject *r;
+ PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
+ r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
+ Py_DECREF(x);
+ return r;
+}
-static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) {
+static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o);
}
-static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, void *x) {
+static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(o);
}
@@ -10946,7 +21358,7 @@ static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = {
};
static PyNumberMethods __pyx_tp_as_number_SufficientStats = {
- __pyx_pw_5_cdec_15SufficientStats_10__add__, /*nb_add*/
+ __pyx_pw_5_cdec_15SufficientStats_12__add__, /*nb_add*/
0, /*nb_subtract*/
0, /*nb_multiply*/
#if PY_MAJOR_VERSION < 3
@@ -10981,7 +21393,7 @@ static PyNumberMethods __pyx_tp_as_number_SufficientStats = {
#if PY_MAJOR_VERSION < 3
0, /*nb_hex*/
#endif
- __pyx_pw_5_cdec_15SufficientStats_8__iadd__, /*nb_inplace_add*/
+ __pyx_pw_5_cdec_15SufficientStats_10__iadd__, /*nb_inplace_add*/
0, /*nb_inplace_subtract*/
0, /*nb_inplace_multiply*/
#if PY_MAJOR_VERSION < 3
@@ -11007,7 +21419,7 @@ static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = {
__pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
- 0, /*sq_item*/
+ __pyx_sq_item_5_cdec_SufficientStats, /*sq_item*/
0, /*sq_slice*/
0, /*sq_ass_item*/
0, /*sq_ass_slice*/
@@ -11018,7 +21430,7 @@ static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = {
static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = {
__pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/
- 0, /*mp_subscript*/
+ __pyx_pw_5_cdec_15SufficientStats_8__getitem__, /*mp_subscript*/
0, /*mp_ass_subscript*/
};
@@ -11287,7 +21699,7 @@ static PyTypeObject __pyx_type_5_cdec_CandidateSet = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k) {
+static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
return o;
@@ -11646,6 +22058,202 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = {
#endif
};
+static PyObject *__pyx_tp_new_5_cdec_Metric(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec_Metric *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_5_cdec_Metric *)o);
+ p->scorer = ((struct __pyx_obj_5_cdec_Scorer *)Py_None); Py_INCREF(Py_None);
+ if (__pyx_pw_5_cdec_6Metric_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_5_cdec_Metric(PyObject *o) {
+ struct __pyx_obj_5_cdec_Metric *p = (struct __pyx_obj_5_cdec_Metric *)o;
+ Py_XDECREF(((PyObject *)p->scorer));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_5_cdec_Metric(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_5_cdec_Metric *p = (struct __pyx_obj_5_cdec_Metric *)o;
+ if (p->scorer) {
+ e = (*v)(((PyObject*)p->scorer), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_5_cdec_Metric(PyObject *o) {
+ struct __pyx_obj_5_cdec_Metric *p = (struct __pyx_obj_5_cdec_Metric *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->scorer);
+ p->scorer = ((struct __pyx_obj_5_cdec_Scorer *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_5_cdec_Metric[] = {
+ {__Pyx_NAMESTR("score"), (PyCFunction)__pyx_pw_5_cdec_6Metric_5score, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_6Metric_7evaluate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_Metric = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_Metric = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_Metric = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_Metric = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec_Metric = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_cdec.Metric"), /*tp_name*/
+ sizeof(struct __pyx_obj_5_cdec_Metric), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_5_cdec_Metric, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_Metric, /*tp_as_number*/
+ &__pyx_tp_as_sequence_Metric, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_Metric, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ __pyx_pw_5_cdec_6Metric_3__call__, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_Metric, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_5_cdec_Metric, /*tp_traverse*/
+ __pyx_tp_clear_5_cdec_Metric, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_5_cdec_Metric, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec_Metric, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) {
struct __pyx_obj_5_cdec_Decoder *p;
PyObject *o = (*t->tp_alloc)(t, 0);
@@ -11691,11 +22299,11 @@ static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) {
return 0;
}
-static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) {
+static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_5_cdec_7Decoder_7weights_1__get__(o);
}
-static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) {
+static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
if (v) {
return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v);
}
@@ -11705,6 +22313,10 @@ static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void
}
}
+static PyObject *__pyx_getprop_5_cdec_7Decoder_formalism(PyObject *o, CYTHON_UNUSED 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)},
@@ -11713,6 +22325,7 @@ static PyMethodDef __pyx_methods_5_cdec_Decoder[] = {
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}
};
@@ -11870,7 +22483,7 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) {
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p;
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
@@ -12061,7 +22674,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k) {
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p;
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
@@ -12252,60 +22865,1238 @@ 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_2__phrase(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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_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_2__phrase(PyObject *o, visitproc v, void *a) {
+ int 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_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_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_2__phrase[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2__phrase = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2__phrase = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2__phrase = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2__phrase = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2__phrase = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __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_2__phrase, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_2__phrase, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_2__phrase, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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_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_3_genexpr(PyObject *o, visitproc v, void *a) {
+ int 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_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_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_3_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_genexpr = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_genexpr = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_genexpr = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_genexpr = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __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_3_genexpr, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_3_genexpr, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_3_genexpr, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)o);
+ p->__pyx_v_self = 0;
+ return 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_TYPE(o)->tp_free)(o);
+}
+
+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_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;
+ }
+ return 0;
+}
+
+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_TRule *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4___get__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4___get__ = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4___get__ = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4___get__ = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4___get__ = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4___get__ = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __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_4___get__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_4___get__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_4___get__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5___str__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p;
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
- p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o);
+ p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o);
+ p->__pyx_v_self = 0;
+ return o;
+}
+
+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_TYPE(o)->tp_free)(o);
+}
+
+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_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;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5___str__(PyObject *o) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_self);
+ p->__pyx_v_self = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5___str__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5___str__ = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5___str__ = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5___str__ = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5___str__ = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5___str__ = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __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_5___str__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_5___str__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_5___str__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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_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_6_genexpr(PyObject *o, visitproc v, void *a) {
+ int 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_feat) {
+ e = (*v)(p->__pyx_v_feat, a); if (e) return e;
+ }
+ if (p->__pyx_t_0) {
+ e = (*v)(p->__pyx_t_0, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_5_cdec___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_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_feat);
+ p->__pyx_v_feat = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_0);
+ p->__pyx_t_0 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6_genexpr = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6_genexpr = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_6_genexpr = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6_genexpr = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __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_6_genexpr, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_6_genexpr, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_6_genexpr, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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_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_7___iter__(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o;
+ 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_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_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_7___iter__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7___iter__ = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7___iter__ = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_7___iter__ = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7___iter__ = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___iter__ = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7___iter__"), /*tp_name*/
+ sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___iter__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_7___iter__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_kbest(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)o);
p->__pyx_v_self = 0;
- p->__pyx_v_sentence = 0;
p->__pyx_v_size = 0;
return o;
}
-static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_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_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(((PyObject *)p->__pyx_v_sentence));
Py_XDECREF(p->__pyx_v_size);
(*Py_TYPE(o)->tp_free)(o);
}
-static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest(PyObject *o, visitproc v, void *a) {
+static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_kbest(PyObject *o, visitproc v, void *a) {
int e;
- struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o;
+ 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_sentence) {
- e = (*v)(p->__pyx_v_sentence, a); if (e) return e;
- }
if (p->__pyx_v_size) {
e = (*v)(p->__pyx_v_size, a); if (e) return e;
}
return 0;
}
-static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o;
+static int __pyx_tp_clear_5_cdec___pyx_scope_struct_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_sentence);
- p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
tmp = ((PyObject*)p->__pyx_v_size);
p->__pyx_v_size = Py_None; Py_INCREF(Py_None);
Py_XDECREF(tmp);
return 0;
}
-static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2_kbest[] = {
+static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8_kbest[] = {
{0, 0, 0, 0}
};
-static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest = {
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_kbest = {
0, /*nb_add*/
0, /*nb_subtract*/
0, /*nb_multiply*/
@@ -12363,7 +24154,7 @@ 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_8_kbest = {
0, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
@@ -12376,13 +24167,13 @@ 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_8_kbest = {
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_8_kbest = {
#if PY_MAJOR_VERSION < 3
0, /*bf_getreadbuffer*/
#endif
@@ -12403,12 +24194,12 @@ 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_8_kbest = {
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_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_2_kbest, /*tp_dealloc*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_kbest, /*tp_dealloc*/
0, /*tp_print*/
0, /*tp_getattr*/
0, /*tp_setattr*/
@@ -12418,24 +24209,24 @@ 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_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_2_kbest, /*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_2_kbest, /*tp_traverse*/
- __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest, /*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_2_kbest, /*tp_methods*/
+ __pyx_methods_5_cdec___pyx_scope_struct_8_kbest, /*tp_methods*/
0, /*tp_members*/
0, /*tp_getset*/
0, /*tp_base*/
@@ -12445,7 +24236,7 @@ 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_8_kbest, /*tp_new*/
0, /*tp_free*/
0, /*tp_is_gc*/
0, /*tp_bases*/
@@ -12459,60 +24250,68 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree(PyTypeObject *t, PyObject *a, PyObject *k) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p;
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9_kbest_trees(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *p;
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
- p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)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;
- p->__pyx_v_tree = 0;
return o;
}
-static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o;
+static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_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_XDECREF(((PyObject *)p->__pyx_v_tree));
(*Py_TYPE(o)->tp_free)(o);
}
-static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o, visitproc v, void *a) {
+static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_9_kbest_trees(PyObject *o, visitproc v, void *a) {
int e;
- struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o;
+ struct __pyx_obj_5_cdec___pyx_scope_struct_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;
}
- if (p->__pyx_v_tree) {
- e = (*v)(p->__pyx_v_tree, a); if (e) return e;
- }
return 0;
}
-static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o;
+static int __pyx_tp_clear_5_cdec___pyx_scope_struct_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);
- tmp = ((PyObject*)p->__pyx_v_tree);
- p->__pyx_v_tree = ((PyObject*)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
return 0;
}
-static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_kbest_tree[] = {
+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_3_kbest_tree = {
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_9_kbest_trees = {
0, /*nb_add*/
0, /*nb_subtract*/
0, /*nb_multiply*/
@@ -12570,7 +24369,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_kbest_tree = {
#endif
};
-static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree = {
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_9_kbest_trees = {
0, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
@@ -12583,13 +24382,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree =
0, /*sq_inplace_repeat*/
};
-static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree = {
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_9_kbest_trees = {
0, /*mp_length*/
0, /*mp_subscript*/
0, /*mp_ass_subscript*/
};
-static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree = {
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9_kbest_trees = {
#if PY_MAJOR_VERSION < 3
0, /*bf_getreadbuffer*/
#endif
@@ -12610,12 +24409,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree = {
#endif
};
-static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = {
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9_kbest_trees = {
PyVarObject_HEAD_INIT(0, 0)
- __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_kbest_tree"), /*tp_name*/
- sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree), /*tp_basicsize*/
+ __Pyx_NAMESTR("_cdec.__pyx_scope_struct_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_3_kbest_tree, /*tp_dealloc*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_dealloc*/
0, /*tp_print*/
0, /*tp_getattr*/
0, /*tp_setattr*/
@@ -12625,24 +24424,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = {
0, /*reserved*/
#endif
0, /*tp_repr*/
- &__pyx_tp_as_number___pyx_scope_struct_3_kbest_tree, /*tp_as_number*/
- &__pyx_tp_as_sequence___pyx_scope_struct_3_kbest_tree, /*tp_as_sequence*/
- &__pyx_tp_as_mapping___pyx_scope_struct_3_kbest_tree, /*tp_as_mapping*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_3_kbest_tree, /*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_3_kbest_tree, /*tp_traverse*/
- __pyx_tp_clear_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_clear*/
+ __pyx_tp_traverse_5_cdec___pyx_scope_struct_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_3_kbest_tree, /*tp_methods*/
+ __pyx_methods_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_methods*/
0, /*tp_members*/
0, /*tp_getset*/
0, /*tp_base*/
@@ -12652,7 +24451,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = {
0, /*tp_dictoffset*/
0, /*tp_init*/
0, /*tp_alloc*/
- __pyx_tp_new_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_new*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_new*/
0, /*tp_free*/
0, /*tp_is_gc*/
0, /*tp_bases*/
@@ -12666,28 +24465,28 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features(PyTypeObject *t, PyObject *a, PyObject *k) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p;
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10_kbest_features(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *p;
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
- p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o);
+ 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_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 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_4_kbest_features(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_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)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;
if (p->__pyx_v_fmap) {
e = (*v)(((PyObject*)p->__pyx_v_fmap), a); if (e) return e;
}
@@ -12700,8 +24499,8 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features(PyObject
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_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_fmap);
p->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None);
@@ -12715,11 +24514,202 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o
return 0;
}
-static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features[] = {
+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_10_kbest_features = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_10_kbest_features = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_10_kbest_features = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10_kbest_features = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10_kbest_features = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __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_10_kbest_features, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_10_kbest_features, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_10_kbest_features, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_11_sample(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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_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_11_sample(PyObject *o, visitproc v, void *a) {
+ int 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_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_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_sample[] = {
{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_11_sample = {
0, /*nb_add*/
0, /*nb_subtract*/
0, /*nb_multiply*/
@@ -12777,7 +24767,7 @@ 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_11_sample = {
0, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
@@ -12790,13 +24780,13 @@ 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_11_sample = {
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_11_sample = {
#if PY_MAJOR_VERSION < 3
0, /*bf_getreadbuffer*/
#endif
@@ -12817,12 +24807,12 @@ 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_11_sample = {
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_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_4_kbest_features, /*tp_dealloc*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_11_sample, /*tp_dealloc*/
0, /*tp_print*/
0, /*tp_getattr*/
0, /*tp_setattr*/
@@ -12832,24 +24822,24 @@ 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_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_4_kbest_features, /*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_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_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_4_kbest_features, /*tp_methods*/
+ __pyx_methods_5_cdec___pyx_scope_struct_11_sample, /*tp_methods*/
0, /*tp_members*/
0, /*tp_getset*/
0, /*tp_base*/
@@ -12859,7 +24849,7 @@ 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_11_sample, /*tp_new*/
0, /*tp_free*/
0, /*tp_is_gc*/
0, /*tp_bases*/
@@ -12873,52 +24863,808 @@ 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_12___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p;
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
- p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o);
+ p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o);
p->__pyx_v_self = 0;
- p->__pyx_v_sentence = 0;
return o;
}
-static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o;
+static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_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_XDECREF(((PyObject *)p->__pyx_v_sentence));
(*Py_TYPE(o)->tp_free)(o);
}
-static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample(PyObject *o, visitproc v, void *a) {
+static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_12___get__(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_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;
}
- if (p->__pyx_v_sentence) {
- e = (*v)(p->__pyx_v_sentence, a); if (e) return e;
+ return 0;
+}
+
+static int __pyx_tp_clear_5_cdec___pyx_scope_struct_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_Hypergraph *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_12___get__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_12___get__ = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_12___get__ = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_12___get__ = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_12___get__ = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_12___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*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_12___get__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_12___get__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_12___get__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_13___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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_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_13___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;
+ if (p->__pyx_v_self) {
+ e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e;
}
return 0;
}
-static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5_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_13___get__(PyObject *o) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o;
PyObject* tmp;
tmp = ((PyObject*)p->__pyx_v_self);
p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None);
Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_sentence);
- p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_13___get__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_13___get__ = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_13___get__ = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_13___get__ = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_13___get__ = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_13___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*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_13___get__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_13___get__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_13___get__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_14___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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_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_14___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;
+ 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;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_self);
+ p->__pyx_v_self = ((struct __pyx_obj_5_cdec_HypergraphEdge *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_14___get__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_14___get__ = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_14___get__ = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_14___get__ = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_14___get__ = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_14___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*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_14___get__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_14___get__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_14___get__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_15___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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_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_15___get__(PyObject *o, visitproc v, void *a) {
+ int e;
+ 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_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);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_15___get__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_15___get__ = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_15___get__ = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_15___get__ = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_15___get__ = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_15___get__ = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __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_15___get__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_15___get__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_15___get__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_16___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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_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_16___get__(PyObject *o, visitproc v, void *a) {
+ int e;
+ 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_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);
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_16___get__[] = {
{0, 0, 0, 0}
};
-static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5_sample = {
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_16___get__ = {
0, /*nb_add*/
0, /*nb_subtract*/
0, /*nb_multiply*/
@@ -12976,7 +25722,7 @@ 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_16___get__ = {
0, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
@@ -12989,13 +25735,13 @@ 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_16___get__ = {
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_16___get__ = {
#if PY_MAJOR_VERSION < 3
0, /*bf_getreadbuffer*/
#endif
@@ -13016,12 +25762,12 @@ 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_16___get__ = {
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_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_5_sample, /*tp_dealloc*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_16___get__, /*tp_dealloc*/
0, /*tp_print*/
0, /*tp_getattr*/
0, /*tp_setattr*/
@@ -13031,24 +25777,24 @@ 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_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_5_sample, /*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_5_sample, /*tp_traverse*/
- __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample, /*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_5_sample, /*tp_methods*/
+ __pyx_methods_5_cdec___pyx_scope_struct_16___get__, /*tp_methods*/
0, /*tp_members*/
0, /*tp_getset*/
0, /*tp_base*/
@@ -13058,7 +25804,7 @@ 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_16___get__, /*tp_new*/
0, /*tp_free*/
0, /*tp_is_gc*/
0, /*tp_bases*/
@@ -13072,32 +25818,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__(PyTypeObject *t, PyObject *a, PyObject *k) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p;
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_17___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_17___iter__ *p;
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
- p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6___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_6___iter__(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o;
+static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_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_6___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_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___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_6___iter__(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o;
+static int __pyx_tp_clear_5_cdec___pyx_scope_struct_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);
@@ -13105,11 +25851,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__(PyObject *o) {
return 0;
}
-static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6___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_6___iter__ = {
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_17___iter__ = {
0, /*nb_add*/
0, /*nb_subtract*/
0, /*nb_multiply*/
@@ -13167,7 +25913,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___iter__ = {
#endif
};
-static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___iter__ = {
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_17___iter__ = {
0, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
@@ -13180,13 +25926,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___iter__ = {
0, /*sq_inplace_repeat*/
};
-static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_6___iter__ = {
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_17___iter__ = {
0, /*mp_length*/
0, /*mp_subscript*/
0, /*mp_ass_subscript*/
};
-static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___iter__ = {
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_17___iter__ = {
#if PY_MAJOR_VERSION < 3
0, /*bf_getreadbuffer*/
#endif
@@ -13207,12 +25953,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___iter__ = {
#endif
};
-static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = {
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_17___iter__ = {
PyVarObject_HEAD_INIT(0, 0)
- __Pyx_NAMESTR("_cdec.__pyx_scope_struct_6___iter__"), /*tp_name*/
- sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__), /*tp_basicsize*/
+ __Pyx_NAMESTR("_cdec.__pyx_scope_struct_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_6___iter__, /*tp_dealloc*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_17___iter__, /*tp_dealloc*/
0, /*tp_print*/
0, /*tp_getattr*/
0, /*tp_setattr*/
@@ -13222,24 +25968,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = {
0, /*reserved*/
#endif
0, /*tp_repr*/
- &__pyx_tp_as_number___pyx_scope_struct_6___iter__, /*tp_as_number*/
- &__pyx_tp_as_sequence___pyx_scope_struct_6___iter__, /*tp_as_sequence*/
- &__pyx_tp_as_mapping___pyx_scope_struct_6___iter__, /*tp_as_mapping*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_6___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_6___iter__, /*tp_traverse*/
- __pyx_tp_clear_5_cdec___pyx_scope_struct_6___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_6___iter__, /*tp_methods*/
+ __pyx_methods_5_cdec___pyx_scope_struct_17___iter__, /*tp_methods*/
0, /*tp_members*/
0, /*tp_getset*/
0, /*tp_base*/
@@ -13249,7 +25995,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = {
0, /*tp_dictoffset*/
0, /*tp_init*/
0, /*tp_alloc*/
- __pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__, /*tp_new*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_17___iter__, /*tp_new*/
0, /*tp_free*/
0, /*tp_is_gc*/
0, /*tp_bases*/
@@ -13263,32 +26009,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7_todot(PyTypeObject *t, PyObject *a, PyObject *k) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p;
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_18_todot(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_18_todot *p;
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
- p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7_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_7_todot(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o;
+static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_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_7_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_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_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_7_todot(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o;
+static int __pyx_tp_clear_5_cdec___pyx_scope_struct_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);
@@ -13296,11 +26042,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_7_todot(PyObject *o) {
return 0;
}
-static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_7_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_7_todot = {
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_18_todot = {
0, /*nb_add*/
0, /*nb_subtract*/
0, /*nb_multiply*/
@@ -13358,7 +26104,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7_todot = {
#endif
};
-static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7_todot = {
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_18_todot = {
0, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
@@ -13371,13 +26117,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7_todot = {
0, /*sq_inplace_repeat*/
};
-static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_7_todot = {
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_18_todot = {
0, /*mp_length*/
0, /*mp_subscript*/
0, /*mp_ass_subscript*/
};
-static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7_todot = {
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_18_todot = {
#if PY_MAJOR_VERSION < 3
0, /*bf_getreadbuffer*/
#endif
@@ -13398,12 +26144,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7_todot = {
#endif
};
-static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7_todot = {
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_18_todot = {
PyVarObject_HEAD_INIT(0, 0)
- __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7_todot"), /*tp_name*/
- sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot), /*tp_basicsize*/
+ __Pyx_NAMESTR("_cdec.__pyx_scope_struct_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_7_todot, /*tp_dealloc*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_18_todot, /*tp_dealloc*/
0, /*tp_print*/
0, /*tp_getattr*/
0, /*tp_setattr*/
@@ -13413,24 +26159,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7_todot = {
0, /*reserved*/
#endif
0, /*tp_repr*/
- &__pyx_tp_as_number___pyx_scope_struct_7_todot, /*tp_as_number*/
- &__pyx_tp_as_sequence___pyx_scope_struct_7_todot, /*tp_as_sequence*/
- &__pyx_tp_as_mapping___pyx_scope_struct_7_todot, /*tp_as_mapping*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_7_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_7_todot, /*tp_traverse*/
- __pyx_tp_clear_5_cdec___pyx_scope_struct_7_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_7_todot, /*tp_methods*/
+ __pyx_methods_5_cdec___pyx_scope_struct_18_todot, /*tp_methods*/
0, /*tp_members*/
0, /*tp_getset*/
0, /*tp_base*/
@@ -13440,7 +26186,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7_todot = {
0, /*tp_dictoffset*/
0, /*tp_init*/
0, /*tp_alloc*/
- __pyx_tp_new_5_cdec___pyx_scope_struct_7_todot, /*tp_new*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_18_todot, /*tp_new*/
0, /*tp_free*/
0, /*tp_is_gc*/
0, /*tp_bases*/
@@ -13454,11 +26200,11 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7_todot = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_lines(PyTypeObject *t, PyObject *a, PyObject *k) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p;
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_19_lines(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_19_lines *p;
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
- p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_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;
@@ -13469,8 +26215,8 @@ static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_lines(PyTypeObject *t,
return o;
}
-static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_lines(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o;
+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);
@@ -13481,9 +26227,9 @@ static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_lines(PyObject *o) {
(*Py_TYPE(o)->tp_free)(o);
}
-static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_lines(PyObject *o, visitproc v, void *a) {
+static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_19_lines(PyObject *o, visitproc v, void *a) {
int e;
- struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o;
+ 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;
}
@@ -13508,11 +26254,11 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_lines(PyObject *o, visi
return 0;
}
-static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8_lines(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o;
+static int __pyx_tp_clear_5_cdec___pyx_scope_struct_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_7_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);
@@ -13535,11 +26281,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8_lines(PyObject *o) {
return 0;
}
-static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8_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_8_lines = {
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_19_lines = {
0, /*nb_add*/
0, /*nb_subtract*/
0, /*nb_multiply*/
@@ -13597,7 +26343,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_lines = {
#endif
};
-static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_lines = {
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_19_lines = {
0, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
@@ -13610,13 +26356,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_lines = {
0, /*sq_inplace_repeat*/
};
-static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8_lines = {
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_19_lines = {
0, /*mp_length*/
0, /*mp_subscript*/
0, /*mp_ass_subscript*/
};
-static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_lines = {
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_19_lines = {
#if PY_MAJOR_VERSION < 3
0, /*bf_getreadbuffer*/
#endif
@@ -13637,12 +26383,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_lines = {
#endif
};
-static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_lines = {
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_19_lines = {
PyVarObject_HEAD_INIT(0, 0)
- __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8_lines"), /*tp_name*/
- sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines), /*tp_basicsize*/
+ __Pyx_NAMESTR("_cdec.__pyx_scope_struct_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_8_lines, /*tp_dealloc*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_19_lines, /*tp_dealloc*/
0, /*tp_print*/
0, /*tp_getattr*/
0, /*tp_setattr*/
@@ -13652,24 +26398,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_lines = {
0, /*reserved*/
#endif
0, /*tp_repr*/
- &__pyx_tp_as_number___pyx_scope_struct_8_lines, /*tp_as_number*/
- &__pyx_tp_as_sequence___pyx_scope_struct_8_lines, /*tp_as_sequence*/
- &__pyx_tp_as_mapping___pyx_scope_struct_8_lines, /*tp_as_mapping*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_8_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_8_lines, /*tp_traverse*/
- __pyx_tp_clear_5_cdec___pyx_scope_struct_8_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_8_lines, /*tp_methods*/
+ __pyx_methods_5_cdec___pyx_scope_struct_19_lines, /*tp_methods*/
0, /*tp_members*/
0, /*tp_getset*/
0, /*tp_base*/
@@ -13679,7 +26425,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_lines = {
0, /*tp_dictoffset*/
0, /*tp_init*/
0, /*tp_alloc*/
- __pyx_tp_new_5_cdec___pyx_scope_struct_8_lines, /*tp_new*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_19_lines, /*tp_new*/
0, /*tp_free*/
0, /*tp_is_gc*/
0, /*tp_bases*/
@@ -13693,28 +26439,28 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_lines = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9___iter__(PyTypeObject *t, PyObject *a, PyObject *k) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p;
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_20___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ *p;
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
- p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9___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_9___iter__(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o;
+static 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_9___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_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___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;
}
@@ -13727,8 +26473,8 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_9___iter__(PyObject *o, v
return 0;
}
-static int __pyx_tp_clear_5_cdec___pyx_scope_struct_9___iter__(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o;
+static int __pyx_tp_clear_5_cdec___pyx_scope_struct_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);
@@ -13742,11 +26488,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_9___iter__(PyObject *o) {
return 0;
}
-static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_9___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_9___iter__ = {
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_20___iter__ = {
0, /*nb_add*/
0, /*nb_subtract*/
0, /*nb_multiply*/
@@ -13804,7 +26550,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_9___iter__ = {
#endif
};
-static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_9___iter__ = {
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_20___iter__ = {
0, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
@@ -13817,13 +26563,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_9___iter__ = {
0, /*sq_inplace_repeat*/
};
-static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_9___iter__ = {
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_20___iter__ = {
0, /*mp_length*/
0, /*mp_subscript*/
0, /*mp_ass_subscript*/
};
-static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9___iter__ = {
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_20___iter__ = {
#if PY_MAJOR_VERSION < 3
0, /*bf_getreadbuffer*/
#endif
@@ -13844,12 +26590,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9___iter__ = {
#endif
};
-static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9___iter__ = {
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_20___iter__ = {
PyVarObject_HEAD_INIT(0, 0)
- __Pyx_NAMESTR("_cdec.__pyx_scope_struct_9___iter__"), /*tp_name*/
- sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__), /*tp_basicsize*/
+ __Pyx_NAMESTR("_cdec.__pyx_scope_struct_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_9___iter__, /*tp_dealloc*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20___iter__, /*tp_dealloc*/
0, /*tp_print*/
0, /*tp_getattr*/
0, /*tp_setattr*/
@@ -13859,24 +26605,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9___iter__ = {
0, /*reserved*/
#endif
0, /*tp_repr*/
- &__pyx_tp_as_number___pyx_scope_struct_9___iter__, /*tp_as_number*/
- &__pyx_tp_as_sequence___pyx_scope_struct_9___iter__, /*tp_as_sequence*/
- &__pyx_tp_as_mapping___pyx_scope_struct_9___iter__, /*tp_as_mapping*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_9___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_9___iter__, /*tp_traverse*/
- __pyx_tp_clear_5_cdec___pyx_scope_struct_9___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_9___iter__, /*tp_methods*/
+ __pyx_methods_5_cdec___pyx_scope_struct_20___iter__, /*tp_methods*/
0, /*tp_members*/
0, /*tp_getset*/
0, /*tp_base*/
@@ -13886,7 +26632,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9___iter__ = {
0, /*tp_dictoffset*/
0, /*tp_init*/
0, /*tp_alloc*/
- __pyx_tp_new_5_cdec___pyx_scope_struct_9___iter__, /*tp_new*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_20___iter__, /*tp_new*/
0, /*tp_free*/
0, /*tp_is_gc*/
0, /*tp_bases*/
@@ -13900,32 +26646,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9___iter__ = {
#endif
};
-static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10___iter__(PyTypeObject *t, PyObject *a, PyObject *k) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p;
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_21___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *p;
PyObject *o = (*t->tp_alloc)(t, 0);
if (!o) return 0;
- p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___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_10___iter__(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o;
+static 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_10___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_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___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_10___iter__(PyObject *o) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o;
+static int __pyx_tp_clear_5_cdec___pyx_scope_struct_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);
@@ -13933,11 +26679,648 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_10___iter__(PyObject *o) {
return 0;
}
-static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_10___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_21___iter__ = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_21___iter__ = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_21___iter__ = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_21___iter__ = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_21___iter__ = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __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_21___iter__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_21___iter__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_21___iter__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_22__make_config(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_22__make_config *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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;
+ p->__pyx_v_name = 0;
+ p->__pyx_v_value = 0;
+ p->__pyx_t_0 = 0;
+ p->__pyx_t_1 = 0;
+ return 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);
+ Py_XDECREF(p->__pyx_v_name);
+ Py_XDECREF(p->__pyx_v_value);
+ Py_XDECREF(p->__pyx_t_0);
+ Py_XDECREF(p->__pyx_t_1);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+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_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;
+ }
+ if (p->__pyx_v_info) {
+ e = (*v)(p->__pyx_v_info, a); if (e) return e;
+ }
+ if (p->__pyx_v_key) {
+ e = (*v)(p->__pyx_v_key, a); if (e) return e;
+ }
+ if (p->__pyx_v_name) {
+ e = (*v)(p->__pyx_v_name, a); if (e) return e;
+ }
+ if (p->__pyx_v_value) {
+ e = (*v)(p->__pyx_v_value, a); if (e) return e;
+ }
+ if (p->__pyx_t_0) {
+ e = (*v)(p->__pyx_t_0, a); if (e) return e;
+ }
+ if (p->__pyx_t_1) {
+ e = (*v)(p->__pyx_t_1, a); if (e) return e;
+ }
+ return 0;
+}
+
+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);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_info);
+ p->__pyx_v_info = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_key);
+ p->__pyx_v_key = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_name);
+ p->__pyx_v_name = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_value);
+ p->__pyx_v_value = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_0);
+ p->__pyx_t_0 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_1);
+ p->__pyx_t_1 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+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_22__make_config = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_22__make_config = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_22__make_config = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_22__make_config = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_22__make_config = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __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_22__make_config, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_22__make_config, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_22__make_config, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_23___cinit__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_23___cinit__ *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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_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_23___cinit__(PyObject *o, visitproc v, void *a) {
+ int e;
+ 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_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);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_23___cinit__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_23___cinit__ = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_23___cinit__ = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_23___cinit__ = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_23___cinit__ = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_23___cinit__ = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __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_23___cinit__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_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_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_23___cinit__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_23___cinit__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_24_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_5_cdec___pyx_scope_struct_24_genexpr *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ 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_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_24_genexpr(PyObject *o, visitproc v, void *a) {
+ int e;
+ 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;
+ }
+ if (p->__pyx_v_kv) {
+ e = (*v)(p->__pyx_v_kv, a); if (e) return e;
+ }
+ if (p->__pyx_t_0) {
+ e = (*v)(p->__pyx_t_0, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_5_cdec___pyx_scope_struct_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_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);
+ 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_24_genexpr[] = {
{0, 0, 0, 0}
};
-static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10___iter__ = {
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_24_genexpr = {
0, /*nb_add*/
0, /*nb_subtract*/
0, /*nb_multiply*/
@@ -13995,7 +27378,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10___iter__ = {
#endif
};
-static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_10___iter__ = {
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_24_genexpr = {
0, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
@@ -14008,13 +27391,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_10___iter__ = {
0, /*sq_inplace_repeat*/
};
-static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_10___iter__ = {
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_24_genexpr = {
0, /*mp_length*/
0, /*mp_subscript*/
0, /*mp_ass_subscript*/
};
-static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10___iter__ = {
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_24_genexpr = {
#if PY_MAJOR_VERSION < 3
0, /*bf_getreadbuffer*/
#endif
@@ -14035,12 +27418,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10___iter__ = {
#endif
};
-static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___iter__ = {
+static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_24_genexpr = {
PyVarObject_HEAD_INIT(0, 0)
- __Pyx_NAMESTR("_cdec.__pyx_scope_struct_10___iter__"), /*tp_name*/
- sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__), /*tp_basicsize*/
+ __Pyx_NAMESTR("_cdec.__pyx_scope_struct_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_10___iter__, /*tp_dealloc*/
+ __pyx_tp_dealloc_5_cdec___pyx_scope_struct_24_genexpr, /*tp_dealloc*/
0, /*tp_print*/
0, /*tp_getattr*/
0, /*tp_setattr*/
@@ -14050,24 +27433,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___iter__ = {
0, /*reserved*/
#endif
0, /*tp_repr*/
- &__pyx_tp_as_number___pyx_scope_struct_10___iter__, /*tp_as_number*/
- &__pyx_tp_as_sequence___pyx_scope_struct_10___iter__, /*tp_as_sequence*/
- &__pyx_tp_as_mapping___pyx_scope_struct_10___iter__, /*tp_as_mapping*/
+ &__pyx_tp_as_number___pyx_scope_struct_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_10___iter__, /*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_10___iter__, /*tp_traverse*/
- __pyx_tp_clear_5_cdec___pyx_scope_struct_10___iter__, /*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_10___iter__, /*tp_methods*/
+ __pyx_methods_5_cdec___pyx_scope_struct_24_genexpr, /*tp_methods*/
0, /*tp_members*/
0, /*tp_getset*/
0, /*tp_base*/
@@ -14077,7 +27460,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___iter__ = {
0, /*tp_dictoffset*/
0, /*tp_init*/
0, /*tp_alloc*/
- __pyx_tp_new_5_cdec___pyx_scope_struct_10___iter__, /*tp_new*/
+ __pyx_tp_new_5_cdec___pyx_scope_struct_24_genexpr, /*tp_new*/
0, /*tp_free*/
0, /*tp_is_gc*/
0, /*tp_bases*/
@@ -14110,84 +27493,144 @@ static struct PyModuleDef __pyx_moduledef = {
#endif
static __Pyx_StringTabEntry __pyx_string_tab[] = {
- {&__pyx_kp_s_1, __pyx_k_1, sizeof(__pyx_k_1), 0, 0, 1, 0},
- {&__pyx_n_s_10, __pyx_k_10, sizeof(__pyx_k_10), 0, 0, 1, 1},
+ {&__pyx_kp_s_10, __pyx_k_10, sizeof(__pyx_k_10), 0, 0, 1, 0},
{&__pyx_kp_s_11, __pyx_k_11, sizeof(__pyx_k_11), 0, 0, 1, 0},
+ {&__pyx_kp_s_12, __pyx_k_12, sizeof(__pyx_k_12), 0, 0, 1, 0},
{&__pyx_kp_s_13, __pyx_k_13, sizeof(__pyx_k_13), 0, 0, 1, 0},
- {&__pyx_kp_s_14, __pyx_k_14, sizeof(__pyx_k_14), 0, 0, 1, 0},
+ {&__pyx_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_2, __pyx_k_2, sizeof(__pyx_k_2), 0, 0, 1, 0},
- {&__pyx_kp_s_20, __pyx_k_20, sizeof(__pyx_k_20), 0, 0, 1, 0},
- {&__pyx_kp_s_21, __pyx_k_21, sizeof(__pyx_k_21), 0, 0, 1, 0},
{&__pyx_kp_s_22, __pyx_k_22, sizeof(__pyx_k_22), 0, 0, 1, 0},
{&__pyx_kp_s_23, __pyx_k_23, sizeof(__pyx_k_23), 0, 0, 1, 0},
- {&__pyx_kp_s_24, __pyx_k_24, sizeof(__pyx_k_24), 0, 0, 1, 0},
- {&__pyx_kp_s_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_33, __pyx_k_33, sizeof(__pyx_k_33), 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_40, __pyx_k_40, sizeof(__pyx_k_40), 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_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_45, __pyx_k_45, sizeof(__pyx_k_45), 0, 0, 1, 0},
+ {&__pyx_kp_s_46, __pyx_k_46, sizeof(__pyx_k_46), 0, 0, 1, 0},
+ {&__pyx_kp_s_48, __pyx_k_48, sizeof(__pyx_k_48), 0, 0, 1, 0},
+ {&__pyx_kp_s_49, __pyx_k_49, sizeof(__pyx_k_49), 0, 0, 1, 0},
+ {&__pyx_kp_s_50, __pyx_k_50, sizeof(__pyx_k_50), 0, 0, 1, 0},
+ {&__pyx_kp_s_53, __pyx_k_53, sizeof(__pyx_k_53), 0, 0, 1, 0},
+ {&__pyx_n_s_54, __pyx_k_54, sizeof(__pyx_k_54), 0, 0, 1, 1},
+ {&__pyx_n_s_55, __pyx_k_55, sizeof(__pyx_k_55), 0, 0, 1, 1},
+ {&__pyx_kp_s_58, __pyx_k_58, sizeof(__pyx_k_58), 0, 0, 1, 0},
+ {&__pyx_kp_s_64, __pyx_k_64, sizeof(__pyx_k_64), 0, 0, 1, 0},
+ {&__pyx_kp_s_7, __pyx_k_7, sizeof(__pyx_k_7), 0, 0, 1, 0},
+ {&__pyx_kp_s_8, __pyx_k_8, sizeof(__pyx_k_8), 0, 0, 1, 0},
+ {&__pyx_kp_s_9, __pyx_k_9, sizeof(__pyx_k_9), 0, 0, 1, 0},
{&__pyx_n_s__BLEU, __pyx_k__BLEU, sizeof(__pyx_k__BLEU), 0, 0, 1, 1},
+ {&__pyx_n_s__CER, __pyx_k__CER, sizeof(__pyx_k__CER), 0, 0, 1, 1},
{&__pyx_n_s__Exception, __pyx_k__Exception, sizeof(__pyx_k__Exception), 0, 0, 1, 1},
{&__pyx_n_s__IBM_BLEU, __pyx_k__IBM_BLEU, sizeof(__pyx_k__IBM_BLEU), 0, 0, 1, 1},
{&__pyx_n_s__IndexError, __pyx_k__IndexError, sizeof(__pyx_k__IndexError), 0, 0, 1, 1},
+ {&__pyx_n_s__InvalidConfig, __pyx_k__InvalidConfig, sizeof(__pyx_k__InvalidConfig), 0, 0, 1, 1},
{&__pyx_n_s__KeyError, __pyx_k__KeyError, sizeof(__pyx_k__KeyError), 0, 0, 1, 1},
{&__pyx_n_s__NotImplemented, __pyx_k__NotImplemented, sizeof(__pyx_k__NotImplemented), 0, 0, 1, 1},
{&__pyx_n_s__ParseFailed, __pyx_k__ParseFailed, sizeof(__pyx_k__ParseFailed), 0, 0, 1, 1},
+ {&__pyx_n_s__PhraseModel_, __pyx_k__PhraseModel_, sizeof(__pyx_k__PhraseModel_), 0, 0, 1, 1},
{&__pyx_n_s__TER, __pyx_k__TER, sizeof(__pyx_k__TER), 0, 0, 1, 1},
{&__pyx_n_s__TypeError, __pyx_k__TypeError, sizeof(__pyx_k__TypeError), 0, 0, 1, 1},
+ {&__pyx_n_s__ValueError, __pyx_k__ValueError, sizeof(__pyx_k__ValueError), 0, 0, 1, 1},
+ {&__pyx_n_s____class__, __pyx_k____class__, sizeof(__pyx_k____class__), 0, 0, 1, 1},
{&__pyx_n_s____enter__, __pyx_k____enter__, sizeof(__pyx_k____enter__), 0, 0, 1, 1},
{&__pyx_n_s____exit__, __pyx_k____exit__, sizeof(__pyx_k____exit__), 0, 0, 1, 1},
+ {&__pyx_n_s____init__, __pyx_k____init__, sizeof(__pyx_k____init__), 0, 0, 1, 1},
{&__pyx_n_s____main__, __pyx_k____main__, sizeof(__pyx_k____main__), 0, 0, 1, 1},
+ {&__pyx_n_s____name__, __pyx_k____name__, sizeof(__pyx_k____name__), 0, 0, 1, 1},
{&__pyx_n_s____test__, __pyx_k____test__, sizeof(__pyx_k____test__), 0, 0, 1, 1},
{&__pyx_n_s___cdec, __pyx_k___cdec, sizeof(__pyx_k___cdec), 0, 0, 1, 1},
+ {&__pyx_n_s___make_config, __pyx_k___make_config, sizeof(__pyx_k___make_config), 0, 0, 1, 1},
+ {&__pyx_n_s___phrase, __pyx_k___phrase, sizeof(__pyx_k___phrase), 0, 0, 1, 1},
+ {&__pyx_n_s___sa, __pyx_k___sa, sizeof(__pyx_k___sa), 0, 0, 1, 1},
+ {&__pyx_n_s__a, __pyx_k__a, sizeof(__pyx_k__a), 0, 0, 1, 1},
{&__pyx_n_s__beam_alpha, __pyx_k__beam_alpha, sizeof(__pyx_k__beam_alpha), 0, 0, 1, 1},
+ {&__pyx_n_s__cat, __pyx_k__cat, sizeof(__pyx_k__cat), 0, 0, 1, 1},
{&__pyx_n_s__config, __pyx_k__config, sizeof(__pyx_k__config), 0, 0, 1, 1},
- {&__pyx_n_s__decode, __pyx_k__decode, sizeof(__pyx_k__decode), 0, 0, 1, 1},
+ {&__pyx_n_s__config_str, __pyx_k__config_str, sizeof(__pyx_k__config_str), 0, 0, 1, 1},
+ {&__pyx_n_s__csplit, __pyx_k__csplit, sizeof(__pyx_k__csplit), 0, 0, 1, 1},
{&__pyx_n_s__delta, __pyx_k__delta, sizeof(__pyx_k__delta), 0, 0, 1, 1},
{&__pyx_n_s__density, __pyx_k__density, sizeof(__pyx_k__density), 0, 0, 1, 1},
{&__pyx_n_s__dot, __pyx_k__dot, sizeof(__pyx_k__dot), 0, 0, 1, 1},
+ {&__pyx_n_s__e, __pyx_k__e, sizeof(__pyx_k__e), 0, 0, 1, 1},
{&__pyx_n_s__encode, __pyx_k__encode, sizeof(__pyx_k__encode), 0, 0, 1, 1},
{&__pyx_n_s__encoding, __pyx_k__encoding, sizeof(__pyx_k__encoding), 0, 0, 1, 1},
{&__pyx_n_s__enumerate, __pyx_k__enumerate, sizeof(__pyx_k__enumerate), 0, 0, 1, 1},
{&__pyx_n_s__eval, __pyx_k__eval, sizeof(__pyx_k__eval), 0, 0, 1, 1},
+ {&__pyx_n_s__evaluate, __pyx_k__evaluate, sizeof(__pyx_k__evaluate), 0, 0, 1, 1},
{&__pyx_n_s__evaluator, __pyx_k__evaluator, sizeof(__pyx_k__evaluator), 0, 0, 1, 1},
+ {&__pyx_n_s__f, __pyx_k__f, sizeof(__pyx_k__f), 0, 0, 1, 1},
+ {&__pyx_n_s__formalism, __pyx_k__formalism, sizeof(__pyx_k__formalism), 0, 0, 1, 1},
+ {&__pyx_n_s__format, __pyx_k__format, sizeof(__pyx_k__format), 0, 0, 1, 1},
+ {&__pyx_n_s__fst, __pyx_k__fst, sizeof(__pyx_k__fst), 0, 0, 1, 1},
+ {&__pyx_n_s__genexpr, __pyx_k__genexpr, sizeof(__pyx_k__genexpr), 0, 0, 1, 1},
+ {&__pyx_n_s__get, __pyx_k__get, sizeof(__pyx_k__get), 0, 0, 1, 1},
{&__pyx_n_s__grammar, __pyx_k__grammar, sizeof(__pyx_k__grammar), 0, 0, 1, 1},
+ {&__pyx_n_s__hyp, __pyx_k__hyp, sizeof(__pyx_k__hyp), 0, 0, 1, 1},
{&__pyx_n_s__hypergraph, __pyx_k__hypergraph, sizeof(__pyx_k__hypergraph), 0, 0, 1, 1},
{&__pyx_n_s__i, __pyx_k__i, sizeof(__pyx_k__i), 0, 0, 1, 1},
+ {&__pyx_n_s__in_edges, __pyx_k__in_edges, sizeof(__pyx_k__in_edges), 0, 0, 1, 1},
+ {&__pyx_n_s__info, __pyx_k__info, sizeof(__pyx_k__info), 0, 0, 1, 1},
{&__pyx_n_s__inp, __pyx_k__inp, sizeof(__pyx_k__inp), 0, 0, 1, 1},
{&__pyx_n_s__items, __pyx_k__items, sizeof(__pyx_k__items), 0, 0, 1, 1},
{&__pyx_n_s__join, __pyx_k__join, sizeof(__pyx_k__join), 0, 0, 1, 1},
{&__pyx_n_s__k, __pyx_k__k, sizeof(__pyx_k__k), 0, 0, 1, 1},
+ {&__pyx_n_s__key, __pyx_k__key, sizeof(__pyx_k__key), 0, 0, 1, 1},
{&__pyx_n_s__label, __pyx_k__label, sizeof(__pyx_k__label), 0, 0, 1, 1},
+ {&__pyx_n_s__lexalign, __pyx_k__lexalign, sizeof(__pyx_k__lexalign), 0, 0, 1, 1},
+ {&__pyx_n_s__lextrans, __pyx_k__lextrans, sizeof(__pyx_k__lextrans), 0, 0, 1, 1},
+ {&__pyx_n_s__lhs, __pyx_k__lhs, sizeof(__pyx_k__lhs), 0, 0, 1, 1},
{&__pyx_n_s__lines, __pyx_k__lines, sizeof(__pyx_k__lines), 0, 0, 1, 1},
{&__pyx_n_s__name, __pyx_k__name, sizeof(__pyx_k__name), 0, 0, 1, 1},
{&__pyx_n_s__open, __pyx_k__open, sizeof(__pyx_k__open), 0, 0, 1, 1},
+ {&__pyx_n_s__pb, __pyx_k__pb, sizeof(__pyx_k__pb), 0, 0, 1, 1},
+ {&__pyx_n_s__phrase, __pyx_k__phrase, sizeof(__pyx_k__phrase), 0, 0, 1, 1},
{&__pyx_n_s__plf, __pyx_k__plf, sizeof(__pyx_k__plf), 0, 0, 1, 1},
{&__pyx_n_s__range, __pyx_k__range, sizeof(__pyx_k__range), 0, 0, 1, 1},
+ {&__pyx_n_s__ref, __pyx_k__ref, sizeof(__pyx_k__ref), 0, 0, 1, 1},
{&__pyx_n_s__refs, __pyx_k__refs, sizeof(__pyx_k__refs), 0, 0, 1, 1},
{&__pyx_n_s__replace, __pyx_k__replace, sizeof(__pyx_k__replace), 0, 0, 1, 1},
+ {&__pyx_n_s__rhs, __pyx_k__rhs, sizeof(__pyx_k__rhs), 0, 0, 1, 1},
+ {&__pyx_n_s__rules, __pyx_k__rules, sizeof(__pyx_k__rules), 0, 0, 1, 1},
+ {&__pyx_n_s__scfg, __pyx_k__scfg, sizeof(__pyx_k__scfg), 0, 0, 1, 1},
+ {&__pyx_n_s__score, __pyx_k__score, sizeof(__pyx_k__score), 0, 0, 1, 1},
+ {&__pyx_n_s__scores, __pyx_k__scores, sizeof(__pyx_k__scores), 0, 0, 1, 1},
{&__pyx_n_s__self, __pyx_k__self, sizeof(__pyx_k__self), 0, 0, 1, 1},
{&__pyx_n_s__sentence, __pyx_k__sentence, sizeof(__pyx_k__sentence), 0, 0, 1, 1},
+ {&__pyx_n_s__span, __pyx_k__span, sizeof(__pyx_k__span), 0, 0, 1, 1},
{&__pyx_n_s__split, __pyx_k__split, sizeof(__pyx_k__split), 0, 0, 1, 1},
+ {&__pyx_n_s__startswith, __pyx_k__startswith, sizeof(__pyx_k__startswith), 0, 0, 1, 1},
{&__pyx_n_s__strip, __pyx_k__strip, sizeof(__pyx_k__strip), 0, 0, 1, 1},
+ {&__pyx_n_s__super, __pyx_k__super, sizeof(__pyx_k__super), 0, 0, 1, 1},
+ {&__pyx_n_s__tagger, __pyx_k__tagger, sizeof(__pyx_k__tagger), 0, 0, 1, 1},
{&__pyx_n_s__utf8, __pyx_k__utf8, sizeof(__pyx_k__utf8), 0, 0, 1, 1},
+ {&__pyx_n_s__value, __pyx_k__value, sizeof(__pyx_k__value), 0, 0, 1, 1},
{&__pyx_n_s__weight, __pyx_k__weight, sizeof(__pyx_k__weight), 0, 0, 1, 1},
{0, 0, 0, 0, 0, 0, 0}
};
static int __Pyx_InitCachedBuiltins(void) {
- __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_builtin_KeyError = __Pyx_GetName(__pyx_b, __pyx_n_s__KeyError); if (!__pyx_builtin_KeyError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_builtin_enumerate = __Pyx_GetName(__pyx_b, __pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_builtin_IndexError = __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 = 47; __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 = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_builtin_super = __Pyx_GetName(__pyx_b, __pyx_n_s__super); if (!__pyx_builtin_super) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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+ __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;}
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+ if (PyType_Ready(&__pyx_type_5_cdec_NT) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 8; __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 = 8; __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 = 20; __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 = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec_NTRef = &__pyx_type_5_cdec_NTRef;
+ if (PyType_Ready(&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "TRule", (PyObject *)&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec_TRule = &__pyx_type_5_cdec_TRule;
+ __pyx_type_5_cdec_MRule.tp_base = __pyx_ptype_5_cdec_TRule;
+ if (PyType_Ready(&__pyx_type_5_cdec_MRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "MRule", (PyObject *)&__pyx_type_5_cdec_MRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec_MRule = &__pyx_type_5_cdec_MRule;
+ if (PyType_Ready(&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "Grammar", (PyObject *)&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec_Grammar = &__pyx_type_5_cdec_Grammar;
+ __pyx_type_5_cdec_TextGrammar.tp_base = __pyx_ptype_5_cdec_Grammar;
+ if (PyType_Ready(&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "TextGrammar", (PyObject *)&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec_TextGrammar = &__pyx_type_5_cdec_TextGrammar;
+ if (PyType_Ready(&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "Hypergraph", (PyObject *)&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_ptype_5_cdec_Hypergraph = &__pyx_type_5_cdec_Hypergraph;
- if (PyType_Ready(&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- if (__Pyx_SetAttrString(__pyx_m, "Lattice", (PyObject *)&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_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[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[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[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[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- if (__Pyx_SetAttrString(__pyx_m, "Candidate", (PyObject *)&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ 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;}
__pyx_ptype_5_cdec_Candidate = &__pyx_type_5_cdec_Candidate;
- if (PyType_Ready(&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- if (__Pyx_SetAttrString(__pyx_m, "SufficientStats", (PyObject *)&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyType_Ready(&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "SufficientStats", (PyObject *)&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_ptype_5_cdec_SufficientStats = &__pyx_type_5_cdec_SufficientStats;
- if (PyType_Ready(&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- if (__Pyx_SetAttrString(__pyx_m, "CandidateSet", (PyObject *)&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyType_Ready(&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "CandidateSet", (PyObject *)&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_ptype_5_cdec_CandidateSet = &__pyx_type_5_cdec_CandidateSet;
- if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_ptype_5_cdec_SegmentEvaluator = &__pyx_type_5_cdec_SegmentEvaluator;
- if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_ptype_5_cdec_Scorer = &__pyx_type_5_cdec_Scorer;
- if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyType_Ready(&__pyx_type_5_cdec_Metric) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "Metric", (PyObject *)&__pyx_type_5_cdec_Metric) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec_Metric = &__pyx_type_5_cdec_Metric;
+ if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_ptype_5_cdec_Decoder = &__pyx_type_5_cdec_Decoder;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = &__pyx_type_5_cdec___pyx_scope_struct____iter__;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_1___iter__;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_2_kbest) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = &__pyx_type_5_cdec___pyx_scope_struct_2_kbest;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = &__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = &__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_ptype_5_cdec___pyx_scope_struct_5_sample = &__pyx_type_5_cdec___pyx_scope_struct_5_sample;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_6___iter__;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7_todot) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_ptype_5_cdec___pyx_scope_struct_7_todot = &__pyx_type_5_cdec___pyx_scope_struct_7_todot;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_lines) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_ptype_5_cdec___pyx_scope_struct_8_lines = &__pyx_type_5_cdec___pyx_scope_struct_8_lines;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_9___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_ptype_5_cdec___pyx_scope_struct_9___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_9___iter__;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_10___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_ptype_5_cdec___pyx_scope_struct_10___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_10___iter__;
+ if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_2__phrase) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec___pyx_scope_struct_2__phrase = &__pyx_type_5_cdec___pyx_scope_struct_2__phrase;
+ if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec___pyx_scope_struct_3_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_3_genexpr;
+ if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec___pyx_scope_struct_4___get__ = &__pyx_type_5_cdec___pyx_scope_struct_4___get__;
+ if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5___str__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec___pyx_scope_struct_5___str__ = &__pyx_type_5_cdec___pyx_scope_struct_5___str__;
+ if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec___pyx_scope_struct_6_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_6_genexpr;
+ if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_7___iter__;
+ if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_kbest) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_5_cdec___pyx_scope_struct_8_kbest = &__pyx_type_5_cdec___pyx_scope_struct_8_kbest;
+ 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;}
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/*--- Variable import code ---*/
/*--- Function import code ---*/
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- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":153
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SetSilent(1);
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__Pyx_AddTraceback("init _cdec", __pyx_clineno, __pyx_lineno, __pyx_filename);
Py_DECREF(__pyx_m); __pyx_m = 0;
@@ -14909,6 +28570,71 @@ bad:
}
#endif
+static void __Pyx_RaiseArgtupleInvalid(
+ const char* func_name,
+ int exact,
+ Py_ssize_t num_min,
+ Py_ssize_t num_max,
+ Py_ssize_t num_found)
+{
+ Py_ssize_t num_expected;
+ const char *more_or_less;
+ if (num_found < num_min) {
+ num_expected = num_min;
+ more_or_less = "at least";
+ } else {
+ num_expected = num_max;
+ more_or_less = "at most";
+ }
+ if (exact) {
+ more_or_less = "exactly";
+ }
+ PyErr_Format(PyExc_TypeError,
+ "%s() takes %s %" PY_FORMAT_SIZE_T "d positional argument%s (%" PY_FORMAT_SIZE_T "d given)",
+ func_name, more_or_less, num_expected,
+ (num_expected == 1) ? "" : "s", num_found);
+}
+
+static CYTHON_INLINE int __Pyx_CheckKeywordStrings(
+ PyObject *kwdict,
+ const char* function_name,
+ int kw_allowed)
+{
+ PyObject* key = 0;
+ Py_ssize_t pos = 0;
+#if CPYTHON_COMPILING_IN_PYPY
+ if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0))
+ goto invalid_keyword;
+ return 1;
+#else
+ while (PyDict_Next(kwdict, &pos, &key, 0)) {
+ #if PY_MAJOR_VERSION < 3
+ if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key)))
+ #else
+ if (unlikely(!PyUnicode_Check(key)))
+ #endif
+ goto invalid_keyword_type;
+ }
+ if ((!kw_allowed) && unlikely(key))
+ goto invalid_keyword;
+ return 1;
+invalid_keyword_type:
+ PyErr_Format(PyExc_TypeError,
+ "%s() keywords must be strings", function_name);
+ return 0;
+#endif
+invalid_keyword:
+ PyErr_Format(PyExc_TypeError,
+ #if PY_MAJOR_VERSION < 3
+ "%s() got an unexpected keyword argument '%s'",
+ function_name, PyString_AsString(key));
+ #else
+ "%s() got an unexpected keyword argument '%U'",
+ function_name, key);
+ #endif
+ return 0;
+}
+
static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
const char *name, int exact)
{
@@ -14941,6 +28667,10 @@ 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)
@@ -15031,48 +28761,40 @@ bad:
return -1;
}
-static void __Pyx_RaiseArgtupleInvalid(
- const char* func_name,
- int exact,
- Py_ssize_t num_min,
- Py_ssize_t num_max,
- Py_ssize_t num_found)
-{
- Py_ssize_t num_expected;
- const char *more_or_less;
- if (num_found < num_min) {
- num_expected = num_min;
- more_or_less = "at least";
- } else {
- num_expected = num_max;
- more_or_less = "at most";
- }
- if (exact) {
- more_or_less = "exactly";
- }
- PyErr_Format(PyExc_TypeError,
- "%s() takes %s %"PY_FORMAT_SIZE_T"d positional argument%s (%"PY_FORMAT_SIZE_T"d given)",
- func_name, more_or_less, num_expected,
- (num_expected == 1) ? "" : "s", num_found);
+static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
+ PyErr_Format(PyExc_ValueError,
+ "too many values to unpack (expected %" PY_FORMAT_SIZE_T "d)", expected);
}
static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
PyErr_Format(PyExc_ValueError,
- "need more than %"PY_FORMAT_SIZE_T"d value%s to unpack",
+ "need more than %" PY_FORMAT_SIZE_T "d value%s to unpack",
index, (index == 1) ? "" : "s");
}
-static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
- PyErr_Format(PyExc_ValueError,
- "too many values to unpack (expected %"PY_FORMAT_SIZE_T"d)", expected);
-}
-
-static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
- if (unlikely(retval)) {
- Py_DECREF(retval);
- __Pyx_RaiseTooManyValuesError(expected);
- return -1;
- } else if (PyErr_Occurred()) {
+static CYTHON_INLINE int __Pyx_IterFinish(void) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyThreadState *tstate = PyThreadState_GET();
+ PyObject* exc_type = tstate->curexc_type;
+ if (unlikely(exc_type)) {
+ if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) {
+ PyObject *exc_value, *exc_tb;
+ exc_value = tstate->curexc_value;
+ exc_tb = tstate->curexc_traceback;
+ tstate->curexc_type = 0;
+ tstate->curexc_value = 0;
+ tstate->curexc_traceback = 0;
+ Py_DECREF(exc_type);
+ Py_XDECREF(exc_value);
+ Py_XDECREF(exc_tb);
+ return 0;
+ } else {
+ return -1;
+ }
+ }
+ return 0;
+#else
+ if (unlikely(PyErr_Occurred())) {
if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) {
PyErr_Clear();
return 0;
@@ -15081,16 +28803,62 @@ static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
}
}
return 0;
+#endif
}
+static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
+ if (unlikely(retval)) {
+ Py_DECREF(retval);
+ __Pyx_RaiseTooManyValuesError(expected);
+ return -1;
+ } else {
+ return __Pyx_IterFinish();
+ }
+ return 0;
+}
-
-static 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;
+ iternextfunc iternext = Py_TYPE(iterator)->tp_iternext;
+#if CYTHON_COMPILING_IN_CPYTHON
+ if (unlikely(!iternext)) {
+#else
+ if (unlikely(!iternext) || unlikely(!PyIter_Check(iterator))) {
+#endif
+ PyErr_Format(PyExc_TypeError,
+ "%.200s object is not an iterator", Py_TYPE(iterator)->tp_name);
+ return NULL;
+ }
+ next = iternext(iterator);
+ if (likely(next))
+ return next;
+#if CYTHON_COMPILING_IN_CPYTHON
+#if PY_VERSION_HEX >= 0x03010000 || (PY_MAJOR_VERSION < 3 && PY_VERSION_HEX >= 0x02070000)
+ if (unlikely(iternext == &_PyObject_NextNotImplemented))
+ return NULL;
+#endif
+#endif
+ if (defval) {
+ PyObject* exc_type = PyErr_Occurred();
+ if (exc_type) {
+ if (unlikely(exc_type != PyExc_StopIteration) &&
+ !PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))
+ return NULL;
+ PyErr_Clear();
+ }
+ Py_INCREF(defval);
+ return defval;
+ }
+ if (!PyErr_Occurred())
+ PyErr_SetNone(PyExc_StopIteration);
+ return NULL;
}
static double __Pyx__PyObject_AsDouble(PyObject* obj) {
PyObject* float_value;
+#if CYTHON_COMPILING_IN_PYPY
+ float_value = PyNumber_Float(obj);
+#else
if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) {
return PyFloat_AsDouble(obj);
} else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) {
@@ -15107,6 +28875,7 @@ static double __Pyx__PyObject_AsDouble(PyObject* obj) {
PyTuple_SET_ITEM(args, 0, 0);
Py_DECREF(args);
}
+#endif
if (likely(float_value)) {
double value = PyFloat_AS_DOUBLE(float_value);
Py_DECREF(float_value);
@@ -15118,6 +28887,7 @@ bad:
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
PyObject *local_type, *local_value, *local_tb;
+#if CYTHON_COMPILING_IN_CPYTHON
PyObject *tmp_type, *tmp_value, *tmp_tb;
PyThreadState *tstate = PyThreadState_GET();
local_type = tstate->curexc_type;
@@ -15126,19 +28896,27 @@ static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb)
tstate->curexc_type = 0;
tstate->curexc_value = 0;
tstate->curexc_traceback = 0;
+#else
+ PyErr_Fetch(&local_type, &local_value, &local_tb);
+#endif
PyErr_NormalizeException(&local_type, &local_value, &local_tb);
+#if CYTHON_COMPILING_IN_CPYTHON
if (unlikely(tstate->curexc_type))
+#else
+ if (unlikely(PyErr_Occurred()))
+#endif
goto bad;
#if PY_MAJOR_VERSION >= 3
if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
goto bad;
#endif
- *type = local_type;
- *value = local_value;
- *tb = local_tb;
Py_INCREF(local_type);
Py_INCREF(local_value);
Py_INCREF(local_tb);
+ *type = local_type;
+ *value = local_value;
+ *tb = local_tb;
+#if CYTHON_COMPILING_IN_CPYTHON
tmp_type = tstate->exc_type;
tmp_value = tstate->exc_value;
tmp_tb = tstate->exc_traceback;
@@ -15146,10 +28924,13 @@ static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb)
tstate->exc_value = local_value;
tstate->exc_traceback = local_tb;
/* Make sure tstate is in a consistent state when we XDECREF
- these objects (XDECREF may run arbitrary code). */
+ these objects (DECREF may run arbitrary code). */
Py_XDECREF(tmp_type);
Py_XDECREF(tmp_value);
Py_XDECREF(tmp_tb);
+#else
+ PyErr_SetExcInfo(local_type, local_value, local_tb);
+#endif
return 0;
bad:
*type = 0;
@@ -15162,6 +28943,7 @@ bad:
}
static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) {
+#if CYTHON_COMPILING_IN_CPYTHON
PyThreadState *tstate = PyThreadState_GET();
*type = tstate->exc_type;
*value = tstate->exc_value;
@@ -15169,8 +28951,12 @@ static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value,
Py_XINCREF(*type);
Py_XINCREF(*value);
Py_XINCREF(*tb);
+#else
+ PyErr_GetExcInfo(type, value, tb);
+#endif
}
static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) {
+#if CYTHON_COMPILING_IN_CPYTHON
PyObject *tmp_type, *tmp_value, *tmp_tb;
PyThreadState *tstate = PyThreadState_GET();
tmp_type = tstate->exc_type;
@@ -15182,11 +28968,82 @@ static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb)
Py_XDECREF(tmp_type);
Py_XDECREF(tmp_value);
Py_XDECREF(tmp_tb);
+#else
+ PyErr_SetExcInfo(type, value, tb);
+#endif
+}
+
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level) {
+ PyObject *py_import = 0;
+ PyObject *empty_list = 0;
+ PyObject *module = 0;
+ PyObject *global_dict = 0;
+ PyObject *empty_dict = 0;
+ PyObject *list;
+ py_import = __Pyx_GetAttrString(__pyx_b, "__import__");
+ if (!py_import)
+ goto bad;
+ if (from_list)
+ list = from_list;
+ else {
+ empty_list = PyList_New(0);
+ if (!empty_list)
+ goto bad;
+ list = empty_list;
+ }
+ global_dict = PyModule_GetDict(__pyx_m);
+ if (!global_dict)
+ goto bad;
+ empty_dict = PyDict_New();
+ if (!empty_dict)
+ goto bad;
+ #if PY_VERSION_HEX >= 0x02050000
+ {
+ #if PY_MAJOR_VERSION >= 3
+ if (level == -1) {
+ if (strchr(__Pyx_MODULE_NAME, '.')) {
+ /* try package relative import first */
+ PyObject *py_level = PyInt_FromLong(1);
+ if (!py_level)
+ goto bad;
+ module = PyObject_CallFunctionObjArgs(py_import,
+ name, global_dict, empty_dict, list, py_level, NULL);
+ Py_DECREF(py_level);
+ if (!module) {
+ if (!PyErr_ExceptionMatches(PyExc_ImportError))
+ goto bad;
+ PyErr_Clear();
+ }
+ }
+ level = 0; /* try absolute import on failure */
+ }
+ #endif
+ if (!module) {
+ PyObject *py_level = PyInt_FromLong(level);
+ if (!py_level)
+ goto bad;
+ module = PyObject_CallFunctionObjArgs(py_import,
+ name, global_dict, empty_dict, list, py_level, NULL);
+ Py_DECREF(py_level);
+ }
+ }
+ #else
+ if (level>0) {
+ PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4.");
+ goto bad;
+ }
+ module = PyObject_CallFunctionObjArgs(py_import,
+ name, global_dict, empty_dict, list, NULL);
+ #endif
+bad:
+ Py_XDECREF(empty_list);
+ Py_XDECREF(py_import);
+ Py_XDECREF(empty_dict);
+ return module;
}
static PyObject *__Pyx_FindPy2Metaclass(PyObject *bases) {
PyObject *metaclass;
- /* Default metaclass */
#if PY_MAJOR_VERSION < 3
if (PyTuple_Check(bases) && PyTuple_GET_SIZE(bases) > 0) {
PyObject *base = PyTuple_GET_ITEM(bases, 0);
@@ -15216,7 +29073,6 @@ static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *na
PyObject *metaclass;
if (PyDict_SetItemString(dict, "__module__", modname) < 0)
return NULL;
- /* Python2 __metaclass__ */
metaclass = PyDict_GetItemString(dict, "__metaclass__");
if (metaclass) {
Py_INCREF(metaclass);
@@ -15228,6 +29084,58 @@ 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;*/
@@ -15546,6 +29454,56 @@ __Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
PyString_AsString(func_name), (void *)op);
#endif
}
+#if CYTHON_COMPILING_IN_PYPY
+static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
+ PyCFunctionObject* f = (PyCFunctionObject*)func;
+ PyCFunction meth = PyCFunction_GET_FUNCTION(func);
+ PyObject *self = PyCFunction_GET_SELF(func);
+ Py_ssize_t size;
+ switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) {
+ case METH_VARARGS:
+ if (likely(kw == NULL) || PyDict_Size(kw) == 0)
+ return (*meth)(self, arg);
+ break;
+ case METH_VARARGS | METH_KEYWORDS:
+ return (*(PyCFunctionWithKeywords)meth)(self, arg, kw);
+ case METH_NOARGS:
+ if (likely(kw == NULL) || PyDict_Size(kw) == 0) {
+ size = PyTuple_GET_SIZE(arg);
+ if (size == 0)
+ return (*meth)(self, NULL);
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes no arguments (%zd given)",
+ f->m_ml->ml_name, size);
+ return NULL;
+ }
+ break;
+ case METH_O:
+ if (likely(kw == NULL) || PyDict_Size(kw) == 0) {
+ size = PyTuple_GET_SIZE(arg);
+ if (size == 1)
+ return (*meth)(self, PyTuple_GET_ITEM(arg, 0));
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes exactly one argument (%zd given)",
+ f->m_ml->ml_name, size);
+ return NULL;
+ }
+ break;
+ default:
+ PyErr_SetString(PyExc_SystemError, "Bad call flags in "
+ "__Pyx_CyFunction_Call. METH_OLDARGS is no "
+ "longer supported!");
+ return NULL;
+ }
+ PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
+ f->m_ml->ml_name);
+ return NULL;
+}
+#else
+static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
+ return PyCFunction_Call(func, arg, kw);
+}
+#endif
static PyTypeObject __pyx_CyFunctionType_type = {
PyVarObject_HEAD_INIT(0, 0)
__Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/
@@ -15565,7 +29523,7 @@ static PyTypeObject __pyx_CyFunctionType_type = {
0, /*tp_as_sequence*/
0, /*tp_as_mapping*/
0, /*tp_hash*/
- __Pyx_PyCFunction_Call, /*tp_call*/
+ __Pyx_CyFunction_Call, /*tp_call*/
0, /*tp_str*/
0, /*tp_getattro*/
0, /*tp_setattro*/
@@ -15601,15 +29559,16 @@ static PyTypeObject __pyx_CyFunctionType_type = {
0, /*tp_version_tag*/
#endif
};
-static int __Pyx_CyFunction_init(void)
-{
+static int __Pyx_CyFunction_init(void) {
+#if !CYTHON_COMPILING_IN_PYPY
+ __pyx_CyFunctionType_type.tp_call = PyCFunction_Call;
+#endif
if (PyType_Ready(&__pyx_CyFunctionType_type) < 0)
return -1;
__pyx_CyFunctionType = &__pyx_CyFunctionType_type;
return 0;
}
-void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects)
-{
+static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
__pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
m->defaults = PyMem_Malloc(size);
if (!m->defaults)
@@ -15618,13 +29577,92 @@ void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects)
m->defaults_pyobjects = pyobjects;
return m->defaults;
}
-static void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple)
-{
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
__pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
m->defaults_tuple = tuple;
Py_INCREF(tuple);
}
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY
+ return PyObject_RichCompareBool(s1, s2, equals);
+#else
+ if (s1 == s2) {
+ return (equals == Py_EQ);
+ } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
+ if (PyBytes_GET_SIZE(s1) != PyBytes_GET_SIZE(s2)) {
+ return (equals == Py_NE);
+ } else if (PyBytes_GET_SIZE(s1) == 1) {
+ if (equals == Py_EQ)
+ return (PyBytes_AS_STRING(s1)[0] == PyBytes_AS_STRING(s2)[0]);
+ else
+ return (PyBytes_AS_STRING(s1)[0] != PyBytes_AS_STRING(s2)[0]);
+ } else {
+ int result = memcmp(PyBytes_AS_STRING(s1), PyBytes_AS_STRING(s2), (size_t)PyBytes_GET_SIZE(s1));
+ return (equals == Py_EQ) ? (result == 0) : (result != 0);
+ }
+ } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
+ return (equals == Py_NE);
+ } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
+ return (equals == Py_NE);
+ } else {
+ int result;
+ PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+ if (!py_result)
+ return -1;
+ result = __Pyx_PyObject_IsTrue(py_result);
+ Py_DECREF(py_result);
+ return result;
+ }
+#endif
+}
+
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY
+ return PyObject_RichCompareBool(s1, s2, equals);
+#else
+ if (s1 == s2) {
+ return (equals == Py_EQ);
+ } else if (PyUnicode_CheckExact(s1) & PyUnicode_CheckExact(s2)) {
+ #if CYTHON_PEP393_ENABLED
+ if ((PyUnicode_READY(s1) < 0) || (PyUnicode_READY(s2) < 0))
+ return -1;
+ if (PyUnicode_GET_LENGTH(s1) != PyUnicode_GET_LENGTH(s2)) {
+ return (equals == Py_NE);
+ } else if (PyUnicode_GET_LENGTH(s1) == 1) {
+ Py_UCS4 ch1 = PyUnicode_READ_CHAR(s1, 0);
+ Py_UCS4 ch2 = PyUnicode_READ_CHAR(s2, 0);
+ return (equals == Py_EQ) ? (ch1 == ch2) : (ch1 != ch2);
+ #else
+ if (PyUnicode_GET_SIZE(s1) != PyUnicode_GET_SIZE(s2)) {
+ return (equals == Py_NE);
+ } else if (PyUnicode_GET_SIZE(s1) == 1) {
+ Py_UNICODE ch1 = PyUnicode_AS_UNICODE(s1)[0];
+ Py_UNICODE ch2 = PyUnicode_AS_UNICODE(s2)[0];
+ return (equals == Py_EQ) ? (ch1 == ch2) : (ch1 != ch2);
+ #endif
+ } else {
+ int result = PyUnicode_Compare(s1, s2);
+ if ((result == -1) && unlikely(PyErr_Occurred()))
+ return -1;
+ return (equals == Py_EQ) ? (result == 0) : (result != 0);
+ }
+ } else if ((s1 == Py_None) & PyUnicode_CheckExact(s2)) {
+ return (equals == Py_NE);
+ } else if ((s2 == Py_None) & PyUnicode_CheckExact(s1)) {
+ return (equals == Py_NE);
+ } else {
+ int result;
+ PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+ if (!py_result)
+ return -1;
+ result = __Pyx_PyObject_IsTrue(py_result);
+ Py_DECREF(py_result);
+ return result;
+ }
+#endif
+}
+
static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) {
const unsigned char neg_one = (unsigned char)-1, const_zero = 0;
const int is_unsigned = neg_one > const_zero;
@@ -16025,8 +30063,28 @@ static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject*
}
}
+static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
+ CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) {
+ PyObject *old_exc, *old_val, *old_tb;
+ PyObject *ctx;
+ __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
+ #if PY_MAJOR_VERSION < 3
+ ctx = PyString_FromString(name);
+ #else
+ ctx = PyUnicode_FromString(name);
+ #endif
+ __Pyx_ErrRestore(old_exc, old_val, old_tb);
+ if (!ctx) {
+ PyErr_WriteUnraisable(Py_None);
+ } else {
+ PyErr_WriteUnraisable(ctx);
+ Py_DECREF(ctx);
+ }
+}
+
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
PyObject *tmp_type, *tmp_value, *tmp_tb;
+#if CYTHON_COMPILING_IN_CPYTHON
PyThreadState *tstate = PyThreadState_GET();
tmp_type = tstate->exc_type;
tmp_value = tstate->exc_value;
@@ -16034,6 +30092,10 @@ static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value,
tstate->exc_type = *type;
tstate->exc_value = *value;
tstate->exc_traceback = *tb;
+#else
+ PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
+ PyErr_SetExcInfo(*type, *value, *tb);
+#endif
*type = tmp_type;
*value = tmp_value;
*tb = tmp_tb;
@@ -16043,9 +30105,70 @@ static PyObject *__Pyx_Generator_Next(PyObject *self);
static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value);
static PyObject *__Pyx_Generator_Close(PyObject *self);
static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args);
+static PyTypeObject *__pyx_GeneratorType = 0;
+#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType)
+#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom)
+#if 1 || PY_VERSION_HEX < 0x030300B0
+static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) {
+ PyObject *et, *ev, *tb;
+ PyObject *value = NULL;
+ __Pyx_ErrFetch(&et, &ev, &tb);
+ if (!et) {
+ Py_XDECREF(tb);
+ Py_XDECREF(ev);
+ Py_INCREF(Py_None);
+ *pvalue = Py_None;
+ return 0;
+ }
+ if (unlikely(et != PyExc_StopIteration) &&
+ unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) {
+ __Pyx_ErrRestore(et, ev, tb);
+ return -1;
+ }
+ if (likely(et == PyExc_StopIteration)) {
+ if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) {
+ if (!ev) {
+ Py_INCREF(Py_None);
+ ev = Py_None;
+ }
+ Py_XDECREF(tb);
+ Py_DECREF(et);
+ *pvalue = ev;
+ return 0;
+ }
+ }
+ PyErr_NormalizeException(&et, &ev, &tb);
+ if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) {
+ __Pyx_ErrRestore(et, ev, tb);
+ return -1;
+ }
+ Py_XDECREF(tb);
+ Py_DECREF(et);
+#if PY_VERSION_HEX >= 0x030300A0
+ value = ((PyStopIterationObject *)ev)->value;
+ Py_INCREF(value);
+ Py_DECREF(ev);
+#else
+ {
+ PyObject* args = PyObject_GetAttrString(ev, "args");
+ Py_DECREF(ev);
+ if (likely(args)) {
+ value = PyObject_GetItem(args, 0);
+ Py_DECREF(args);
+ }
+ if (unlikely(!value)) {
+ __Pyx_ErrRestore(NULL, NULL, NULL);
+ Py_INCREF(Py_None);
+ value = Py_None;
+ }
+ }
+#endif
+ *pvalue = value;
+ return 0;
+}
+#endif
static CYTHON_INLINE
-void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self)
-{
+void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) {
PyObject *exc_type = self->exc_type;
PyObject *exc_value = self->exc_value;
PyObject *exc_traceback = self->exc_traceback;
@@ -16057,14 +30180,18 @@ void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self)
Py_XDECREF(exc_traceback);
}
static CYTHON_INLINE
-PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value)
-{
- PyObject *retval;
- if (unlikely(self->is_running)) {
+int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) {
+ if (unlikely(gen->is_running)) {
PyErr_SetString(PyExc_ValueError,
"generator already executing");
- return NULL;
+ return 1;
}
+ return 0;
+}
+static CYTHON_INLINE
+PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) {
+ PyObject *retval;
+ assert(!self->is_running);
if (unlikely(self->resume_label == 0)) {
if (unlikely(value && value != Py_None)) {
PyErr_SetString(PyExc_TypeError,
@@ -16077,81 +30204,240 @@ PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value)
PyErr_SetNone(PyExc_StopIteration);
return NULL;
}
- if (value)
- __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, &self->exc_traceback);
- else
+ if (value) {
+#if CYTHON_COMPILING_IN_PYPY
+#else
+ /* Generators always return to their most recent caller, not
+ * necessarily their creator. */
+ if (self->exc_traceback) {
+ PyThreadState *tstate = PyThreadState_GET();
+ PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
+ PyFrameObject *f = tb->tb_frame;
+ Py_XINCREF(tstate->frame);
+ assert(f->f_back == NULL);
+ f->f_back = tstate->frame;
+ }
+#endif
+ __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
+ &self->exc_traceback);
+ } else {
__Pyx_Generator_ExceptionClear(self);
+ }
self->is_running = 1;
retval = self->body((PyObject *) self, value);
self->is_running = 0;
- if (retval)
- __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, &self->exc_traceback);
- else
+ if (retval) {
+ __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
+ &self->exc_traceback);
+#if CYTHON_COMPILING_IN_PYPY
+#else
+ /* Don't keep the reference to f_back any longer than necessary. It
+ * may keep a chain of frames alive or it could create a reference
+ * cycle. */
+ if (self->exc_traceback) {
+ PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
+ PyFrameObject *f = tb->tb_frame;
+ Py_CLEAR(f->f_back);
+ }
+#endif
+ } else {
__Pyx_Generator_ExceptionClear(self);
+ }
return retval;
}
-static PyObject *__Pyx_Generator_Next(PyObject *self)
-{
- return __Pyx_Generator_SendEx((__pyx_GeneratorObject *) self, Py_None);
+static CYTHON_INLINE
+PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) {
+ PyObject *ret;
+ PyObject *val = NULL;
+ __Pyx_Generator_Undelegate(gen);
+ __Pyx_PyGen_FetchStopIterationValue(&val);
+ ret = __Pyx_Generator_SendEx(gen, val);
+ Py_XDECREF(val);
+ return ret;
+}
+static PyObject *__Pyx_Generator_Next(PyObject *self) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self;
+ PyObject *yf = gen->yieldfrom;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ PyObject *ret;
+ gen->is_running = 1;
+ ret = Py_TYPE(yf)->tp_iternext(yf);
+ gen->is_running = 0;
+ if (likely(ret)) {
+ return ret;
+ }
+ return __Pyx_Generator_FinishDelegation(gen);
+ }
+ return __Pyx_Generator_SendEx(gen, Py_None);
}
-static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value)
-{
- return __Pyx_Generator_SendEx((__pyx_GeneratorObject *) self, value);
+static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self;
+ PyObject *yf = gen->yieldfrom;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ PyObject *ret;
+ gen->is_running = 1;
+ if (__Pyx_Generator_CheckExact(yf)) {
+ ret = __Pyx_Generator_Send(yf, value);
+ } else {
+ if (value == Py_None)
+ ret = PyIter_Next(yf);
+ else
+ ret = PyObject_CallMethod(yf, (char*)"send", (char*)"O", value);
+ }
+ gen->is_running = 0;
+ if (likely(ret)) {
+ return ret;
+ }
+ return __Pyx_Generator_FinishDelegation(gen);
+ }
+ return __Pyx_Generator_SendEx(gen, value);
+}
+static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) {
+ PyObject *retval = NULL;
+ int err = 0;
+ if (__Pyx_Generator_CheckExact(yf)) {
+ retval = __Pyx_Generator_Close(yf);
+ if (!retval)
+ return -1;
+ } else {
+ PyObject *meth;
+ gen->is_running = 1;
+ meth = PyObject_GetAttrString(yf, "close");
+ if (unlikely(!meth)) {
+ if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
+ PyErr_WriteUnraisable(yf);
+ }
+ PyErr_Clear();
+ } else {
+ retval = PyObject_CallFunction(meth, NULL);
+ Py_DECREF(meth);
+ if (!retval)
+ err = -1;
+ }
+ gen->is_running = 0;
+ }
+ Py_XDECREF(retval);
+ return err;
}
-static PyObject *__Pyx_Generator_Close(PyObject *self)
-{
- __pyx_GeneratorObject *generator = (__pyx_GeneratorObject *) self;
- PyObject *retval;
+static PyObject *__Pyx_Generator_Close(PyObject *self) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ PyObject *retval, *raised_exception;
+ PyObject *yf = gen->yieldfrom;
+ int err = 0;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ Py_INCREF(yf);
+ err = __Pyx_Generator_CloseIter(gen, yf);
+ __Pyx_Generator_Undelegate(gen);
+ Py_DECREF(yf);
+ }
+ if (err == 0)
#if PY_VERSION_HEX < 0x02050000
- PyErr_SetNone(PyExc_StopIteration);
+ PyErr_SetNone(PyExc_StopIteration);
#else
- PyErr_SetNone(PyExc_GeneratorExit);
+ PyErr_SetNone(PyExc_GeneratorExit);
#endif
- retval = __Pyx_Generator_SendEx(generator, NULL);
+ retval = __Pyx_Generator_SendEx(gen, NULL);
if (retval) {
Py_DECREF(retval);
PyErr_SetString(PyExc_RuntimeError,
"generator ignored GeneratorExit");
return NULL;
}
-#if PY_VERSION_HEX < 0x02050000
- if (PyErr_ExceptionMatches(PyExc_StopIteration))
-#else
- if (PyErr_ExceptionMatches(PyExc_StopIteration)
- || PyErr_ExceptionMatches(PyExc_GeneratorExit))
+ raised_exception = PyErr_Occurred();
+ if (!raised_exception
+ || raised_exception == PyExc_StopIteration
+#if PY_VERSION_HEX >= 0x02050000
+ || raised_exception == PyExc_GeneratorExit
+ || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit)
#endif
+ || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration))
{
- PyErr_Clear(); /* ignore these errors */
+ if (raised_exception) PyErr_Clear(); /* ignore these errors */
Py_INCREF(Py_None);
return Py_None;
}
return NULL;
}
-static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args)
-{
- __pyx_GeneratorObject *generator = (__pyx_GeneratorObject *) self;
+static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
PyObject *typ;
PyObject *tb = NULL;
PyObject *val = NULL;
+ PyObject *yf = gen->yieldfrom;
if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb))
return NULL;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ PyObject *ret;
+ Py_INCREF(yf);
+#if PY_VERSION_HEX >= 0x02050000
+ if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) {
+ int err = __Pyx_Generator_CloseIter(gen, yf);
+ Py_DECREF(yf);
+ __Pyx_Generator_Undelegate(gen);
+ if (err < 0)
+ return __Pyx_Generator_SendEx(gen, NULL);
+ goto throw_here;
+ }
+#endif
+ gen->is_running = 1;
+ if (__Pyx_Generator_CheckExact(yf)) {
+ ret = __Pyx_Generator_Throw(yf, args);
+ } else {
+ PyObject *meth = PyObject_GetAttrString(yf, "throw");
+ if (unlikely(!meth)) {
+ Py_DECREF(yf);
+ if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
+ gen->is_running = 0;
+ return NULL;
+ }
+ PyErr_Clear();
+ __Pyx_Generator_Undelegate(gen);
+ gen->is_running = 0;
+ goto throw_here;
+ }
+ ret = PyObject_CallObject(meth, args);
+ Py_DECREF(meth);
+ }
+ gen->is_running = 0;
+ Py_DECREF(yf);
+ if (!ret) {
+ ret = __Pyx_Generator_FinishDelegation(gen);
+ }
+ return ret;
+ }
+throw_here:
__Pyx_Raise(typ, val, tb, NULL);
- return __Pyx_Generator_SendEx(generator, NULL);
+ return __Pyx_Generator_SendEx(gen, NULL);
}
-static int
-__Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg)
-{
+static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) {
__pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
Py_VISIT(gen->closure);
Py_VISIT(gen->classobj);
+ Py_VISIT(gen->yieldfrom);
Py_VISIT(gen->exc_type);
Py_VISIT(gen->exc_value);
Py_VISIT(gen->exc_traceback);
return 0;
}
-static void
-__Pyx_Generator_dealloc(PyObject *self)
-{
+static int __Pyx_Generator_clear(PyObject *self) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ Py_CLEAR(gen->closure);
+ Py_CLEAR(gen->classobj);
+ Py_CLEAR(gen->yieldfrom);
+ Py_CLEAR(gen->exc_type);
+ Py_CLEAR(gen->exc_value);
+ Py_CLEAR(gen->exc_traceback);
+ return 0;
+}
+static void __Pyx_Generator_dealloc(PyObject *self) {
__pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
PyObject_GC_UnTrack(gen);
if (gen->gi_weakreflist != NULL)
@@ -16163,16 +30449,10 @@ __Pyx_Generator_dealloc(PyObject *self)
return; /* resurrected. :( */
}
PyObject_GC_UnTrack(self);
- Py_CLEAR(gen->closure);
- Py_CLEAR(gen->classobj);
- Py_CLEAR(gen->exc_type);
- Py_CLEAR(gen->exc_value);
- Py_CLEAR(gen->exc_traceback);
+ __Pyx_Generator_clear(self);
PyObject_GC_Del(gen);
}
-static void
-__Pyx_Generator_del(PyObject *self)
-{
+static void __Pyx_Generator_del(PyObject *self) {
PyObject *res;
PyObject *error_type, *error_value, *error_traceback;
__pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
@@ -16201,11 +30481,13 @@ __Pyx_Generator_del(PyObject *self)
_Py_NewReference(self);
self->ob_refcnt = refcnt;
}
+#if CYTHON_COMPILING_FOR_CPYTHON
assert(PyType_IS_GC(self->ob_type) &&
_Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED);
/* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so
* we need to undo that. */
_Py_DEC_REFTOTAL;
+#endif
/* If Py_TRACE_REFS, _Py_NewReference re-added self to the object
* chain, so no more to do there.
* If COUNT_ALLOCS, the original decref bumped tp_frees, and
@@ -16213,13 +30495,17 @@ __Pyx_Generator_del(PyObject *self)
* undone.
*/
#ifdef COUNT_ALLOCS
- --self->ob_type->tp_frees;
- --self->ob_type->tp_allocs;
+ --Py_TYPE(self)->tp_frees;
+ --Py_TYPE(self)->tp_allocs;
#endif
}
static PyMemberDef __pyx_Generator_memberlist[] = {
{(char *) "gi_running",
+#if PY_VERSION_HEX >= 0x02060000
+ T_BOOL,
+#else
T_INT,
+#endif
offsetof(__pyx_GeneratorObject, is_running),
READONLY,
NULL},
@@ -16231,7 +30517,7 @@ static PyMethodDef __pyx_Generator_methods[] = {
{__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0},
{0, 0, 0, 0}
};
-static PyTypeObject __pyx_GeneratorType = {
+static PyTypeObject __pyx_GeneratorType_type = {
PyVarObject_HEAD_INIT(0, 0)
__Pyx_NAMESTR("generator"), /*tp_name*/
sizeof(__pyx_GeneratorObject), /*tp_basicsize*/
@@ -16252,7 +30538,7 @@ static PyTypeObject __pyx_GeneratorType = {
0, /*tp_hash*/
0, /*tp_call*/
0, /*tp_str*/
- PyObject_GenericGetAttr, /*tp_getattro*/
+ 0, /*tp_getattro*/
0, /*tp_setattro*/
0, /*tp_as_buffer*/
Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/
@@ -16261,7 +30547,7 @@ static PyTypeObject __pyx_GeneratorType = {
0, /*tp_clear*/
0, /*tp_richcompare*/
offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */
- PyObject_SelfIter, /*tp_iter*/
+ 0, /*tp_iter*/
(iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/
__pyx_Generator_methods, /*tp_methods*/
__pyx_Generator_memberlist, /*tp_members*/
@@ -16286,12 +30572,10 @@ static PyTypeObject __pyx_GeneratorType = {
0, /*tp_version_tag*/
#endif
};
-static
-__pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body,
- PyObject *closure)
-{
+static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body,
+ PyObject *closure) {
__pyx_GeneratorObject *gen =
- PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType);
+ PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type);
if (gen == NULL)
return NULL;
gen->body = body;
@@ -16300,6 +30584,7 @@ __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body,
gen->is_running = 0;
gen->resume_label = 0;
gen->classobj = NULL;
+ gen->yieldfrom = NULL;
gen->exc_type = NULL;
gen->exc_value = NULL;
gen->exc_traceback = NULL;
@@ -16307,28 +30592,14 @@ __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body,
PyObject_GC_Track(gen);
return gen;
}
-static int __pyx_Generator_init(void)
-{
- return PyType_Ready(&__pyx_GeneratorType);
-}
-
-static void __Pyx_WriteUnraisable(const char *name, int clineno,
- int lineno, const char *filename) {
- PyObject *old_exc, *old_val, *old_tb;
- PyObject *ctx;
- __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
- #if PY_MAJOR_VERSION < 3
- ctx = PyString_FromString(name);
- #else
- ctx = PyUnicode_FromString(name);
- #endif
- __Pyx_ErrRestore(old_exc, old_val, old_tb);
- if (!ctx) {
- PyErr_WriteUnraisable(Py_None);
- } else {
- PyErr_WriteUnraisable(ctx);
- Py_DECREF(ctx);
+static int __pyx_Generator_init(void) {
+ __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr;
+ __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter;
+ if (PyType_Ready(&__pyx_GeneratorType_type)) {
+ return -1;
}
+ __pyx_GeneratorType = &__pyx_GeneratorType_type;
+ return 0;
}
static int __Pyx_check_binary_version(void) {
@@ -16350,6 +30621,164 @@ static int __Pyx_check_binary_version(void) {
return 0;
}
+static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
+#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0)
+ PyObject *ob = PyCapsule_New(vtable, 0, 0);
+#else
+ PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
+#endif
+ if (!ob)
+ goto bad;
+ if (PyDict_SetItemString(dict, "__pyx_vtable__", ob) < 0)
+ goto bad;
+ Py_DECREF(ob);
+ return 0;
+bad:
+ Py_XDECREF(ob);
+ return -1;
+}
+
+#ifndef __PYX_HAVE_RT_ImportType
+#define __PYX_HAVE_RT_ImportType
+static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name,
+ size_t size, int strict)
+{
+ PyObject *py_module = 0;
+ PyObject *result = 0;
+ PyObject *py_name = 0;
+ char warning[200];
+ py_module = __Pyx_ImportModule(module_name);
+ if (!py_module)
+ goto bad;
+ py_name = __Pyx_PyIdentifier_FromString(class_name);
+ if (!py_name)
+ goto bad;
+ result = PyObject_GetAttr(py_module, py_name);
+ Py_DECREF(py_name);
+ py_name = 0;
+ Py_DECREF(py_module);
+ py_module = 0;
+ if (!result)
+ goto bad;
+ if (!PyType_Check(result)) {
+ PyErr_Format(PyExc_TypeError,
+ "%s.%s is not a type object",
+ module_name, class_name);
+ goto bad;
+ }
+ if (!strict && (size_t)((PyTypeObject *)result)->tp_basicsize > size) {
+ PyOS_snprintf(warning, sizeof(warning),
+ "%s.%s size changed, may indicate binary incompatibility",
+ module_name, class_name);
+ #if PY_VERSION_HEX < 0x02050000
+ if (PyErr_Warn(NULL, warning) < 0) goto bad;
+ #else
+ if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
+ #endif
+ }
+ else if ((size_t)((PyTypeObject *)result)->tp_basicsize != size) {
+ PyErr_Format(PyExc_ValueError,
+ "%s.%s has the wrong size, try recompiling",
+ module_name, class_name);
+ goto bad;
+ }
+ return (PyTypeObject *)result;
+bad:
+ Py_XDECREF(py_module);
+ Py_XDECREF(result);
+ return NULL;
+}
+#endif
+
+#ifndef __PYX_HAVE_RT_ImportModule
+#define __PYX_HAVE_RT_ImportModule
+static PyObject *__Pyx_ImportModule(const char *name) {
+ PyObject *py_name = 0;
+ PyObject *py_module = 0;
+ py_name = __Pyx_PyIdentifier_FromString(name);
+ if (!py_name)
+ goto bad;
+ py_module = PyImport_Import(py_name);
+ Py_DECREF(py_name);
+ return py_module;
+bad:
+ Py_XDECREF(py_name);
+ return 0;
+}
+#endif
+
+static void* __Pyx_GetVtable(PyObject *dict) {
+ void* ptr;
+ PyObject *ob = PyMapping_GetItemString(dict, (char *)"__pyx_vtable__");
+ if (!ob)
+ goto bad;
+#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0)
+ ptr = PyCapsule_GetPointer(ob, 0);
+#else
+ ptr = PyCObject_AsVoidPtr(ob);
+#endif
+ if (!ptr && !PyErr_Occurred())
+ PyErr_SetString(PyExc_RuntimeError, "invalid vtable found for imported type");
+ Py_DECREF(ob);
+ return ptr;
+bad:
+ Py_XDECREF(ob);
+ return NULL;
+}
+
+#ifndef __PYX_HAVE_RT_ImportFunction
+#define __PYX_HAVE_RT_ImportFunction
+static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig) {
+ PyObject *d = 0;
+ PyObject *cobj = 0;
+ union {
+ void (*fp)(void);
+ void *p;
+ } tmp;
+ d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
+ if (!d)
+ goto bad;
+ cobj = PyDict_GetItemString(d, funcname);
+ if (!cobj) {
+ PyErr_Format(PyExc_ImportError,
+ "%s does not export expected C function %s",
+ PyModule_GetName(module), funcname);
+ goto bad;
+ }
+#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0)
+ if (!PyCapsule_IsValid(cobj, sig)) {
+ PyErr_Format(PyExc_TypeError,
+ "C function %s.%s has wrong signature (expected %s, got %s)",
+ PyModule_GetName(module), funcname, sig, PyCapsule_GetName(cobj));
+ goto bad;
+ }
+ tmp.p = PyCapsule_GetPointer(cobj, sig);
+#else
+ {const char *desc, *s1, *s2;
+ desc = (const char *)PyCObject_GetDesc(cobj);
+ if (!desc)
+ goto bad;
+ s1 = desc; s2 = sig;
+ while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
+ if (*s1 != *s2) {
+ PyErr_Format(PyExc_TypeError,
+ "C function %s.%s has wrong signature (expected %s, got %s)",
+ PyModule_GetName(module), funcname, sig, desc);
+ goto bad;
+ }
+ tmp.p = PyCObject_AsVoidPtr(cobj);}
+#endif
+ *f = tmp.fp;
+ if (!(*f))
+ goto bad;
+ Py_DECREF(d);
+ return 0;
+bad:
+ Py_XDECREF(d);
+ return -1;
+}
+#endif
+
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
int start = 0, mid = 0, end = count - 1;
if (end >= 0 && code_line > entries[end].code_line) {
diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx
index cccfec0b..e93474fe 100644
--- a/python/src/_cdec.pyx
+++ b/python/src/_cdec.pyx
@@ -3,26 +3,61 @@ from libcpp.vector cimport vector
from utils cimport *
cimport decoder
+cdef char* as_str(data, char* error_msg='Cannot convert type %s to str'):
+ cdef bytes ret
+ if isinstance(data, unicode):
+ ret = data.encode('utf8')
+ elif isinstance(data, str):
+ ret = data
+ else:
+ raise TypeError(error_msg.format(type(data)))
+ return ret
+
include "vectors.pxi"
+include "grammar.pxi"
include "hypergraph.pxi"
include "lattice.pxi"
include "mteval.pxi"
SetSilent(True)
+decoder.register_feature_functions()
+class InvalidConfig(Exception): pass
class ParseFailed(Exception): pass
+def _make_config(config):
+ for key, value in config.items():
+ if isinstance(value, dict):
+ for name, info in value.items():
+ yield key, '%s %s' % (name, info)
+ elif isinstance(value, list):
+ for name in value:
+ yield key, name
+ else:
+ yield key, bytes(value)
+
cdef class Decoder:
cdef decoder.Decoder* dec
cdef DenseVector weights
- def __cinit__(self, char* config):
- decoder.register_feature_functions()
- cdef istringstream* config_stream = new istringstream(config)
+ def __cinit__(self, config_str=None, **config):
+ """ Configuration can be given as a string:
+ Decoder('formalism = scfg')
+ or using keyword arguments:
+ Decoder(formalism='scfg')
+ """
+ if config_str is None:
+ formalism = config.get('formalism', None)
+ if formalism not in ('scfg', 'fst', 'lextrans', 'pb',
+ 'csplit', 'tagger', 'lexalign'):
+ raise InvalidConfig('formalism "%s" unknown' % formalism)
+ config_str = '\n'.join('%s = %s' % kv for kv in _make_config(config))
+ cdef istringstream* config_stream = new istringstream(config_str)
self.dec = new decoder.Decoder(config_stream)
del config_stream
- self.weights = DenseVector()
+ self.weights = DenseVector.__new__(DenseVector)
self.weights.vector = &self.dec.CurrentWeightVector()
+ self.weights.owned = True
def __dealloc__(self):
del self.dec
@@ -38,30 +73,39 @@ cdef class Decoder:
self.weights.vector.clear()
((<SparseVector> weights).vector[0]).init_vector(self.weights.vector)
elif isinstance(weights, dict):
+ self.weights.vector.clear()
for fname, fval in weights.items():
self.weights[fname] = fval
else:
raise TypeError('cannot initialize weights with %s' % type(weights))
- def read_weights(self, cfg):
- with open(cfg) as fp:
+ property formalism:
+ def __get__(self):
+ cdef variables_map* conf = &self.dec.GetConf()
+ return conf[0]['formalism'].as_str()
+
+ def read_weights(self, weights):
+ with open(weights) as fp:
for line in fp:
+ if line.strip().startswith('#'): continue
fname, value = line.split()
self.weights[fname.strip()] = float(value)
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.SetSentenceGrammarFromString(string(<char *> 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(<char *>inp), &observer)
+ self.dec.Decode(string(input_str), &observer)
if observer.hypergraph == NULL:
raise ParseFailed()
cdef Hypergraph hg = Hypergraph()
diff --git a/python/src/cdec.sa._sa.pxd b/python/src/cdec.sa._sa.pxd
new file mode 120000
index 00000000..3613f643
--- /dev/null
+++ b/python/src/cdec.sa._sa.pxd
@@ -0,0 +1 @@
+sa/_sa.pxd \ No newline at end of file
diff --git a/python/src/decoder.pxd b/python/src/decoder.pxd
index e2678151..a66166a2 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
+from grammar cimport Grammar
+from utils cimport *
cdef extern from "decoder/ff_register.h":
void register_feature_functions()
@@ -23,13 +24,11 @@ cdef extern from "decoder/decoder.h":
vector[weight_t]& CurrentWeightVector()
# void SetId(int id)
- # const boost::program_options::variables_map& GetConf() const { return conf }
+ variables_map& GetConf()
# add grammar rules (currently only supported by SCFG decoders)
- # that will be used on subsequent calls to Decode. rules should be in standard
- # 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..833de2e3
--- /dev/null
+++ b/python/src/grammar.pxd
@@ -0,0 +1,45 @@
+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:
+ int GetNumRules()
+ shared_ptr[TRule] GetIthRule(int i)
+ int Arity()
+
+ ctypedef RuleBin const_RuleBin "const RuleBin"
+
+ cdef cppclass GrammarIter:
+ const_RuleBin* GetRules()
+
+ ctypedef GrammarIter const_GrammarIter "const GrammarIter"
+
+ cdef cppclass Grammar:
+ const_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..a9a5ea14
--- /dev/null
+++ b/python/src/grammar.pxi
@@ -0,0 +1,213 @@
+cimport grammar
+cimport cdec.sa._sa as _sa
+import cdec.sa._sa as _sa
+
+def _phrase(phrase):
+ return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase)
+
+cdef class NT:
+ cdef public bytes cat
+ cdef public unsigned ref
+ def __init__(self, char* cat, unsigned 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, unsigned ref):
+ self.ref = ref
+
+ def __str__(self):
+ return '[%d]' % self.ref
+
+cdef TRule convert_rule(_sa.Rule rule):
+ cdef unsigned i
+ cdef lhs = _sa.sym_tocat(rule.lhs)
+ cdef scores = {}
+ for i in range(rule.n_scores):
+ scores['PhraseModel_'+str(i)] = rule.cscores[i]
+ f, e = [], []
+ cdef int* fsyms = rule.f.syms
+ for i in range(rule.f.n):
+ if _sa.sym_isvar(fsyms[i]):
+ f.append(NT(_sa.sym_tocat(fsyms[i])))
+ else:
+ f.append(_sa.sym_tostring(fsyms[i]))
+ cdef int* esyms = rule.e.syms
+ for i in range(rule.e.n):
+ if _sa.sym_isvar(esyms[i]):
+ e.append(NTRef(_sa.sym_getindex(esyms[i])))
+ else:
+ e.append(_sa.sym_tostring(esyms[i]))
+ cdef a = [(point/65536, point%65536) for point in rule.word_alignments]
+ return TRule(lhs, f, e, scores, a)
+
+cdef class TRule:
+ cdef shared_ptr[grammar.TRule]* rule
+
+ def __init__(self, lhs, f, e, scores, a=None):
+ self.rule = new shared_ptr[grammar.TRule](new grammar.TRule())
+ self.lhs = lhs
+ self.e = e
+ self.f = f
+ self.scores = scores
+ if a:
+ self.a = a
+ self.rule.get().ComputeArity()
+
+ def __dealloc__(self):
+ del self.rule
+
+ 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(<char *>f[i].cat)
+ else:
+ f_[0][i] = TDConvert(<char *>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(<char *>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.__new__(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(<char *>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(<char *>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 MRule(TRule):
+ def __init__(self, lhs, rhs, scores, a=None):
+ cdef unsigned i = 1
+ e = []
+ for s in rhs:
+ if isinstance(s, NT):
+ e.append(NTRef(i))
+ i += 1
+ else:
+ e.append(s)
+ super(MRule, self).__init__(lhs, rhs, e, scores, a)
+
+cdef class Grammar:
+ cdef shared_ptr[grammar.Grammar]* grammar
+
+ def __dealloc__(self):
+ del self.grammar
+
+ def __iter__(self):
+ cdef grammar.const_GrammarIter* root = self.grammar.get().GetRoot()
+ cdef grammar.const_RuleBin* rbin = root.GetRules()
+ cdef TRule trule
+ cdef unsigned i
+ for i in range(rbin.GetNumRules()):
+ trule = TRule.__new__(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(<char *>name))
+
+cdef class TextGrammar(Grammar):
+ def __cinit__(self, rules):
+ self.grammar = new shared_ptr[grammar.Grammar](new grammar.TextGrammar())
+ cdef grammar.TextGrammar* _g = <grammar.TextGrammar*> self.grammar.get()
+ for trule in rules:
+ if isinstance(trule, _sa.Rule):
+ trule = convert_rule(trule)
+ elif not isinstance(trule, TRule):
+ raise ValueError('the grammar should contain TRule objects')
+ _g.AddRule((<TRule> trule).rule[0])
diff --git a/python/src/hypergraph.pxd b/python/src/hypergraph.pxd
index 656b1d47..886660bf 100644
--- a/python/src/hypergraph.pxd
+++ b/python/src/hypergraph.pxd
@@ -1,6 +1,7 @@
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/hg.h":
@@ -8,27 +9,33 @@ cdef extern from "decoder/hg.h":
EdgeMask(int size)
bint& operator[](int)
+ cdef cppclass HypergraphEdge "Hypergraph::Edge":
+ int id_
+ int head_node_ # position in hg.nodes_
+ SmallVector[unsigned] tail_nodes_ # positions in hg.nodes_
+ shared_ptr[TRule] rule_
+ FastSparseVector[weight_t] feature_values_
+ prob_t edge_prob_ # weights.dot(feature_values_)
+ # typically source span:
+ short int i_
+ short int j_
+
+ ctypedef HypergraphEdge const_HypergraphEdge "const Hypergraph::Edge"
+
+ cdef cppclass HypergraphNode "Hypergraph::Node":
+ int id_
+ WordID cat_ # non-terminal category if <0, 0 if not set
+ vector[int] in_edges_ # positions in hg.edge_prob_
+ vector[int] out_edges_ # positions in hg.edge_prob_
+
+ ctypedef HypergraphNode const_HypergraphNode "const Hypergraph::Node"
+
cdef cppclass Hypergraph:
- cppclass Edge:
- int id_
- int head_node_ # position in hg.nodes_
- SmallVector[unsigned] tail_nodes_ # positions in hg.nodes_
- #TRulePtr rule_
- FastSparseVector[weight_t] feature_values_
- LogVal[double] edge_prob_
- short int i_
- short int j_
- short int prev_i_
- short int prev_j_
- cppclass Node:
- int id_
- WordID cat_
- WordID NT()
- vector[Edge] in_edges_
- vector[Edge] out_edges_
Hypergraph(Hypergraph)
- vector[Node] nodes_
- vector[Edge] edges_
+ vector[HypergraphNode] nodes_
+ vector[HypergraphEdge] edges_
+ int GoalNode()
+ double NumberOfPaths()
void Reweight(vector[weight_t]& weights)
void Reweight(FastSparseVector& weights)
bint PruneInsideOutside(double beam_alpha,
@@ -39,14 +46,15 @@ cdef extern from "decoder/hg.h":
bint safe_inside)
cdef extern from "decoder/viterbi.h":
- LogVal[double] ViterbiESentence(Hypergraph& hg, vector[WordID]* trans)
+ prob_t ViterbiESentence(Hypergraph& hg, vector[WordID]* trans)
string ViterbiETree(Hypergraph& hg)
- LogVal[double] ViterbiFSentence(Hypergraph& hg, vector[WordID]* trans)
+ prob_t ViterbiFSentence(Hypergraph& hg, vector[WordID]* trans)
string ViterbiFTree(Hypergraph& hg)
FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg)
FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg,
FastSparseVector[weight_t]* weights,
bint fatal_dotprod_disagreement)
+ string JoshuaVisualizationString(Hypergraph& hg)
cdef extern from "decoder/hg_io.h" namespace "HypergraphIO":
bint ReadFromJSON(istream* inp, Hypergraph* out)
@@ -62,8 +70,8 @@ cdef extern from "decoder/hg_intersect.h" namespace "HG":
cdef extern from "decoder/hg_sampler.h" namespace "HypergraphSampler":
cdef cppclass Hypothesis:
vector[WordID] words
- FastSparseVector[double] fmap
- LogVal[double] model_score
+ FastSparseVector[weight_t] fmap
+ prob_t model_score
void sample_hypotheses(Hypergraph& hg,
unsigned n,
MT19937* rng,
@@ -71,3 +79,6 @@ 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":
+ prob_t InsideOutside "InsideOutside<prob_t, EdgeProb, SparseVector<prob_t>, EdgeFeaturesAndProbWeightFunction>" (Hypergraph& hg, FastSparseVector[prob_t]* result)
diff --git a/python/src/hypergraph.pxi b/python/src/hypergraph.pxi
index 9d09722e..b210f440 100644
--- a/python/src/hypergraph.pxi
+++ b/python/src/hypergraph.pxi
@@ -1,5 +1,5 @@
cimport hypergraph
-cimport kbest as kb
+cimport kbest
cdef class Hypergraph:
cdef hypergraph.Hypergraph* hg
@@ -13,60 +13,61 @@ cdef class Hypergraph:
def viterbi(self):
cdef vector[WordID] trans
hypergraph.ViterbiESentence(self.hg[0], &trans)
- cdef str sentence = GetString(trans).c_str()
- return sentence.decode('utf8')
+ return unicode(GetString(trans).c_str(), 'utf8')
- def viterbi_tree(self):
- cdef str tree = hypergraph.ViterbiETree(self.hg[0]).c_str()
- return tree.decode('utf8')
-
- def viterbi_source_tree(self):
- cdef str tree = hypergraph.ViterbiFTree(self.hg[0]).c_str()
- return tree.decode('utf8')
+ def viterbi_trees(self):
+ f_tree = unicode(hypergraph.ViterbiFTree(self.hg[0]).c_str(), 'utf8')
+ e_tree = unicode(hypergraph.ViterbiETree(self.hg[0]).c_str(), 'utf8')
+ return (f_tree, e_tree)
def viterbi_features(self):
- cdef SparseVector fmap = SparseVector()
+ cdef SparseVector fmap = SparseVector.__new__(SparseVector)
fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0]))
return fmap
+ def viterbi_joshua(self):
+ return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8')
+
def kbest(self, size):
- cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size)
- cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation
- cdef bytes sentence
+ cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal]* derivations = new kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal](self.hg[0], size)
+ cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal].Derivation* derivation
cdef unsigned k
try:
for k in range(size):
derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k)
if not derivation: break
- sentence = GetString(derivation._yield).c_str()
- yield sentence.decode('utf8')
+ yield unicode(GetString(derivation._yield).c_str(), 'utf8')
finally:
del derivations
- def kbest_tree(self, size):
- cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size)
- cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation
- cdef str tree
+ def kbest_trees(self, size):
+ cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal]* f_derivations = new kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal](self.hg[0], size)
+ cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal].Derivation* f_derivation
+ cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal]* e_derivations = new kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal](self.hg[0], size)
+ cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal].Derivation* e_derivation
cdef unsigned k
try:
for k in range(size):
- derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k)
- if not derivation: break
- tree = GetString(derivation._yield).c_str()
- yield tree.decode('utf8')
+ f_derivation = f_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k)
+ e_derivation = e_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k)
+ if not f_derivation or not e_derivation: break
+ f_tree = unicode(GetString(f_derivation._yield).c_str(), 'utf8')
+ e_tree = unicode(GetString(e_derivation._yield).c_str(), 'utf8')
+ yield (f_tree, e_tree)
finally:
- del derivations
+ del f_derivations
+ del e_derivations
def kbest_features(self, size):
- cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size)
- cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation
+ cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size)
+ cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation
cdef SparseVector fmap
cdef unsigned k
try:
for k in range(size):
derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k)
if not derivation: break
- fmap = SparseVector()
+ fmap = SparseVector.__new__(SparseVector)
fmap.vector = new FastSparseVector[weight_t](derivation._yield)
yield fmap
finally:
@@ -77,17 +78,13 @@ cdef class Hypergraph:
if self.rng == NULL:
self.rng = new MT19937()
hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos)
- cdef str sentence
cdef unsigned k
try:
for k in range(hypos.size()):
- sentence = GetString(hypos[0][k].words).c_str()
- yield sentence.decode('utf8')
+ yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8')
finally:
del hypos
- # TODO richer k-best/sample output (feature vectors, trees?)
-
def intersect(self, Lattice lat):
return hypergraph.Intersect(lat.lattice[0], self.hg)
@@ -112,4 +109,120 @@ 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
+ for i in range(self.hg.edges_.size()):
+ yield HypergraphEdge().init(self.hg, i)
+
+ property nodes:
+ def __get__(self):
+ cdef unsigned i
+ for i in range(self.hg.nodes_.size()):
+ yield HypergraphNode().init(self.hg, i)
+
+ property goal:
+ def __get__(self):
+ return HypergraphNode().init(self.hg, self.hg.GoalNode())
+
+ property npaths:
+ def __get__(self):
+ return self.hg.NumberOfPaths()
+
+ def inside_outside(self):
+ cdef FastSparseVector[prob_t]* result = new FastSparseVector[prob_t]()
+ cdef prob_t z = hypergraph.InsideOutside(self.hg[0], result)
+ result[0] /= z
+ cdef SparseVector vector = SparseVector.__new__(SparseVector)
+ vector.vector = new FastSparseVector[double]()
+ cdef FastSparseVector[prob_t].const_iterator* it = new FastSparseVector[prob_t].const_iterator(result[0], False)
+ cdef unsigned i
+ for i in range(result.size()):
+ vector.vector.set_value(it[0].ptr().first, log(it[0].ptr().second))
+ 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 init(self, hypergraph.Hypergraph* hg, unsigned i):
+ self.hg = hg
+ self.edge = &hg.edges_[i]
+ self.trule = TRule.__new__(TRule)
+ self.trule.rule = new shared_ptr[grammar.TRule](self.edge.rule_)
+ return self
+
+ def __len__(self):
+ return self.edge.tail_nodes_.size()
+
+ property head_node:
+ def __get__(self):
+ return HypergraphNode().init(self.hg, self.edge.head_node_)
+
+ property tail_nodes:
+ def __get__(self):
+ cdef unsigned i
+ for i in range(self.edge.tail_nodes_.size()):
+ yield HypergraphNode().init(self.hg, self.edge.tail_nodes_[i])
+
+ property span:
+ def __get__(self):
+ return (self.edge.i_, self.edge.j_)
+
+ property feature_values:
+ def __get__(self):
+ cdef SparseVector vector = SparseVector.__new__(SparseVector)
+ vector.vector = new FastSparseVector[double](self.edge.feature_values_)
+ return vector
+
+ property prob:
+ def __get__(self):
+ return self.edge.edge_prob_.as_float()
+
+ def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op):
+ if op == 2: # ==
+ return x.edge == y.edge
+ elif op == 3: # !=
+ return not (x == y)
+ raise NotImplemented('comparison not implemented for HypergraphEdge')
+
+cdef class HypergraphNode:
+ cdef hypergraph.Hypergraph* hg
+ cdef hypergraph.HypergraphNode* node
+
+ cdef init(self, hypergraph.Hypergraph* hg, unsigned i):
+ self.hg = hg
+ self.node = &hg.nodes_[i]
+ return self
+
+ property in_edges:
+ def __get__(self):
+ cdef unsigned i
+ for i in range(self.node.in_edges_.size()):
+ yield HypergraphEdge().init(self.hg, self.node.in_edges_[i])
+
+ property out_edges:
+ def __get__(self):
+ cdef unsigned i
+ for i in range(self.node.out_edges_.size()):
+ yield HypergraphEdge().init(self.hg, self.node.out_edges_[i])
+
+ property span:
+ def __get__(self):
+ return next(self.in_edges).span
+
+ property cat:
+ def __get__(self):
+ if self.node.cat_:
+ return TDConvert(-self.node.cat_)
+
+ def __richcmp__(HypergraphNode x, HypergraphNode y, int op):
+ if op == 2: # ==
+ return x.node == y.node
+ elif op == 3: # !=
+ return not (x == y)
+ raise NotImplemented('comparison not implemented for HypergraphNode')
diff --git a/python/src/lattice.pxi b/python/src/lattice.pxi
index f8341e29..14864549 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):
@@ -16,18 +16,20 @@ cdef class Lattice:
self.lattice = new lattice.Lattice()
lattice.ConvertTextToLattice(string(<char *>inp), self.lattice)
+ def __dealloc__(self):
+ del self.lattice
+
def __getitem__(self, int index):
if not 0 <= index < len(self):
raise IndexError('lattice index out of range')
arcs = []
cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index]
cdef lattice.LatticeArc* arc
- cdef str label
cdef unsigned i
for i in range(arc_vector.size()):
arc = &arc_vector[i]
- label = TDConvert(arc.label)
- arcs.append((label.decode('utf8'), arc.cost, arc.dist2next))
+ label = unicode(TDConvert(arc.label), 'utf8')
+ arcs.append((label, arc.cost, arc.dist2next))
return tuple(arcs)
def __setitem__(self, int index, tuple arcs):
@@ -52,9 +54,6 @@ cdef class Lattice:
for i in range(len(self)):
yield self[i]
- def __dealloc__(self):
- del self.lattice
-
def todot(self):
def lines():
yield 'digraph lattice {'
diff --git a/python/src/mteval.pxd b/python/src/mteval.pxd
index 52af6297..c97c4b34 100644
--- a/python/src/mteval.pxd
+++ b/python/src/mteval.pxd
@@ -10,6 +10,7 @@ cdef extern from "mteval/ns.h":
unsigned size()
float operator[](unsigned i)
void swap(SufficientStats& other)
+ vector[float] fields
SufficientStats add "operator+" (SufficientStats&, SufficientStats&)
@@ -26,20 +27,28 @@ cdef extern from "mteval/ns.h":
vector[WordID]& refs,
SufficientStats* out)
-cdef extern from "mteval/ns.h" namespace "EvaluationMetric":
- EvaluationMetric* Instance(string& metric_id)
- EvaluationMetric* Instance() # IBM_BLEU
+ cdef EvaluationMetric* MetricInstance "EvaluationMetric::Instance" (string& metric_id)
+
+cdef extern from "py_scorer.h":
+ ctypedef float (*MetricScoreCallback)(void*, SufficientStats* stats)
+ ctypedef void (*MetricStatsCallback)(void*,
+ string* hyp, vector[string]* refs, SufficientStats* out)
+
+ cdef EvaluationMetric* PyMetricInstance "PythonEvaluationMetric::Instance"(
+ string& metric_id, void*, MetricStatsCallback, MetricScoreCallback)
cdef extern from "training/candidate_set.h" namespace "training":
- cdef cppclass Candidate "const training::Candidate":
+ cdef cppclass Candidate:
vector[WordID] ewords
FastSparseVector[weight_t] fmap
SufficientStats eval_feats
+ ctypedef Candidate const_Candidate "const training::Candidate"
+
cdef cppclass CandidateSet:
CandidateSet()
unsigned size()
- Candidate& operator[](unsigned i)
+ const_Candidate& operator[](unsigned i)
void ReadFromFile(string& file)
void WriteToFile(string& file)
void AddKBestCandidates(Hypergraph& hg,
diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi
index d90eb9a6..cd1c3c81 100644
--- a/python/src/mteval.pxi
+++ b/python/src/mteval.pxi
@@ -1,15 +1,5 @@
cimport mteval
-cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'):
- cdef bytes ret
- if isinstance(sentence, unicode):
- ret = sentence.encode('utf8')
- elif isinstance(sentence, str):
- ret = sentence
- else:
- raise TypeError(error_msg % type(sentence))
- return ret
-
cdef SufficientStats as_stats(x, y):
if isinstance(x, SufficientStats):
return x
@@ -20,7 +10,7 @@ cdef SufficientStats as_stats(x, y):
return stats
cdef class Candidate:
- cdef mteval.Candidate* candidate
+ cdef mteval.const_Candidate* candidate
cdef public float score
property words:
@@ -29,7 +19,7 @@ cdef class Candidate:
property fmap:
def __get__(self):
- cdef SparseVector fmap = SparseVector()
+ cdef SparseVector fmap = SparseVector.__new__(SparseVector)
fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap)
return fmap
@@ -53,7 +43,12 @@ cdef class SufficientStats:
def __iter__(self):
for i in range(len(self)):
- yield self.stats[0][i]
+ yield self[i]
+
+ def __getitem__(self, int index):
+ if not 0 <= index < len(self):
+ raise IndexError('sufficient stats vector index out of range')
+ return self.stats[0][index]
def __iadd__(SufficientStats self, SufficientStats other):
self.stats[0] += other.stats[0]
@@ -121,15 +116,17 @@ cdef class SegmentEvaluator:
cdef class Scorer:
cdef string* name
+ cdef mteval.EvaluationMetric* metric
- def __cinit__(self, char* name):
- self.name = new string(name)
+ def __cinit__(self, bytes name=None):
+ if name:
+ self.name = new string(name)
+ self.metric = mteval.MetricInstance(self.name[0])
def __dealloc__(self):
del self.name
def __call__(self, refs):
- cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0])
if isinstance(refs, unicode) or isinstance(refs, str):
refs = [refs]
cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]()
@@ -142,13 +139,54 @@ cdef class Scorer:
del refv
cdef unsigned i
cdef SegmentEvaluator evaluator = SegmentEvaluator()
- evaluator.metric = metric
- evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0]))
+ evaluator.metric = self.metric
+ evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](
+ self.metric.CreateSegmentEvaluator(refsv[0]))
del refsv # in theory should not delete but store in SegmentEvaluator
return evaluator
def __str__(self):
return self.name.c_str()
+cdef float _compute_score(void* metric_, mteval.SufficientStats* stats):
+ cdef Metric metric = <Metric> metric_
+ cdef list ss = []
+ cdef unsigned i
+ for i in range(stats.size()):
+ ss.append(stats[0][i])
+ return metric.score(ss)
+
+cdef void _compute_sufficient_stats(void* metric_,
+ string* hyp,
+ vector[string]* refs,
+ mteval.SufficientStats* out):
+ cdef Metric metric = <Metric> metric_
+ cdef list refs_ = []
+ cdef unsigned i
+ for i in range(refs.size()):
+ refs_.append(refs[0][i].c_str())
+ cdef list ss = metric.evaluate(hyp.c_str(), refs_)
+ out.fields.resize(len(ss))
+ for i in range(len(ss)):
+ out.fields[i] = ss[i]
+
+cdef class Metric:
+ cdef Scorer scorer
+ def __cinit__(self):
+ self.scorer = Scorer()
+ self.scorer.name = new string(as_str(self.__class__.__name__))
+ self.scorer.metric = mteval.PyMetricInstance(self.scorer.name[0],
+ <void*> self, _compute_sufficient_stats, _compute_score)
+
+ def __call__(self, refs):
+ return self.scorer(refs)
+
+ def score(SufficientStats stats):
+ return 0
+
+ def evaluate(self, hyp, refs):
+ return []
+
BLEU = Scorer('IBM_BLEU')
TER = Scorer('TER')
+CER = Scorer('CER')
diff --git a/python/src/observer.h b/python/src/observer.h
index d398f2f7..05f3c9be 100644
--- a/python/src/observer.h
+++ b/python/src/observer.h
@@ -1,6 +1,5 @@
#include "decoder/hg.h"
#include "decoder/decoder.h"
-#include <iostream>
struct BasicObserver: public DecoderObserver {
Hypergraph* hypergraph;
diff --git a/python/src/py_scorer.h b/python/src/py_scorer.h
new file mode 100644
index 00000000..22dc9fee
--- /dev/null
+++ b/python/src/py_scorer.h
@@ -0,0 +1,44 @@
+#include "ns.h"
+#include "tdict.h"
+
+typedef float (*MetricScoreCallback)(void*, SufficientStats* stats);
+typedef void (*MetricStatsCallback)(void*,
+ std::string *hyp,
+ std::vector<std::string> *refs,
+ SufficientStats* out);
+
+struct PythonEvaluationMetric : public EvaluationMetric {
+
+ PythonEvaluationMetric(const std::string& id) : EvaluationMetric(id) {}
+
+ static EvaluationMetric* Instance(const std::string& id,
+ void* obj,
+ MetricStatsCallback statscb,
+ MetricScoreCallback scorecb) {
+ PythonEvaluationMetric* metric = new PythonEvaluationMetric(id);
+ metric->pymetric = obj;
+ metric->_compute_score = scorecb;
+ metric->_compute_sufficient_stats = statscb;
+ return metric;
+ }
+
+ float ComputeScore(const SufficientStats& stats) const {
+ SufficientStats stats_(stats);
+ return _compute_score(pymetric, &stats_);
+ }
+
+ void ComputeSufficientStatistics(const std::vector<WordID>& hyp,
+ const std::vector<std::vector<WordID> >& refs,
+ SufficientStats* out) const {
+ std::string hyp_(TD::GetString(hyp));
+ std::vector<std::string> refs_;
+ for(unsigned i = 0; i < refs.size(); ++i) {
+ refs_.push_back(TD::GetString(refs[i]));
+ }
+ _compute_sufficient_stats(pymetric, &hyp_, &refs_, out);
+ }
+
+ void* pymetric;
+ MetricStatsCallback _compute_sufficient_stats;
+ MetricScoreCallback _compute_score;
+};
diff --git a/python/src/sa/_sa.c b/python/src/sa/_sa.c
new file mode 100644
index 00000000..0f9b0d22
--- /dev/null
+++ b/python/src/sa/_sa.c
@@ -0,0 +1,64306 @@
+/* Generated by Cython 0.17.beta1 on Sat Jul 28 17:07:03 2012 */
+
+#define PY_SSIZE_T_CLEAN
+#include "Python.h"
+#ifndef Py_PYTHON_H
+ #error Python headers needed to compile C extensions, please install development version of Python.
+#elif PY_VERSION_HEX < 0x02040000
+ #error Cython requires Python 2.4+.
+#else
+#include <stddef.h> /* For offsetof */
+#ifndef offsetof
+#define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
+#endif
+
+#if !defined(WIN32) && !defined(MS_WINDOWS)
+ #ifndef __stdcall
+ #define __stdcall
+ #endif
+ #ifndef __cdecl
+ #define __cdecl
+ #endif
+ #ifndef __fastcall
+ #define __fastcall
+ #endif
+#endif
+
+#ifndef DL_IMPORT
+ #define DL_IMPORT(t) t
+#endif
+#ifndef DL_EXPORT
+ #define DL_EXPORT(t) t
+#endif
+
+#ifndef PY_LONG_LONG
+ #define PY_LONG_LONG LONG_LONG
+#endif
+
+#ifndef Py_HUGE_VAL
+ #define Py_HUGE_VAL HUGE_VAL
+#endif
+
+#ifdef PYPY_VERSION
+#define CYTHON_COMPILING_IN_PYPY 1
+#define CYTHON_COMPILING_IN_CPYTHON 0
+#else
+#define CYTHON_COMPILING_IN_PYPY 0
+#define CYTHON_COMPILING_IN_CPYTHON 1
+#endif
+
+#if PY_VERSION_HEX < 0x02050000
+ typedef int Py_ssize_t;
+ #define PY_SSIZE_T_MAX INT_MAX
+ #define PY_SSIZE_T_MIN INT_MIN
+ #define PY_FORMAT_SIZE_T ""
+ #define PyInt_FromSsize_t(z) PyInt_FromLong(z)
+ #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o)
+ #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \
+ (PyErr_Format(PyExc_TypeError, \
+ "expected index value, got %.200s", Py_TYPE(o)->tp_name), \
+ (PyObject*)0))
+ #define PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && !PyComplex_Check(o))
+ #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message)
+ #define __PYX_BUILD_PY_SSIZE_T "i"
+#else
+ #define __PYX_BUILD_PY_SSIZE_T "n"
+#endif
+
+#if PY_VERSION_HEX < 0x02060000
+ #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt)
+ #define Py_TYPE(ob) (((PyObject*)(ob))->ob_type)
+ #define Py_SIZE(ob) (((PyVarObject*)(ob))->ob_size)
+ #define PyVarObject_HEAD_INIT(type, size) \
+ PyObject_HEAD_INIT(type) size,
+ #define PyType_Modified(t)
+
+ typedef struct {
+ void *buf;
+ PyObject *obj;
+ Py_ssize_t len;
+ Py_ssize_t itemsize;
+ int readonly;
+ int ndim;
+ char *format;
+ Py_ssize_t *shape;
+ Py_ssize_t *strides;
+ Py_ssize_t *suboffsets;
+ void *internal;
+ } Py_buffer;
+
+ #define PyBUF_SIMPLE 0
+ #define PyBUF_WRITABLE 0x0001
+ #define PyBUF_FORMAT 0x0004
+ #define PyBUF_ND 0x0008
+ #define PyBUF_STRIDES (0x0010 | PyBUF_ND)
+ #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES)
+ #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES)
+ #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES)
+ #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES)
+ #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE)
+ #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE)
+
+ typedef int (*getbufferproc)(PyObject *, Py_buffer *, int);
+ typedef void (*releasebufferproc)(PyObject *, Py_buffer *);
+#endif
+
+#if PY_MAJOR_VERSION < 3
+ #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
+ #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \
+ PyCode_New(a, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#else
+ #define __Pyx_BUILTIN_MODULE_NAME "builtins"
+ #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \
+ PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#endif
+
+#if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6
+ #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict")
+#endif
+
+#if PY_MAJOR_VERSION >= 3
+ #define Py_TPFLAGS_CHECKTYPES 0
+ #define Py_TPFLAGS_HAVE_INDEX 0
+#endif
+
+#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3)
+ #define Py_TPFLAGS_HAVE_NEWBUFFER 0
+#endif
+
+
+#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
+ #define CYTHON_PEP393_ENABLED 1
+ #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? \
+ 0 : _PyUnicode_Ready((PyObject *)(op)))
+ #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u)
+ #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
+ #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i)
+#else
+ #define CYTHON_PEP393_ENABLED 0
+ #define __Pyx_PyUnicode_READY(op) (0)
+ #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u)
+ #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
+
+ #define __Pyx_PyUnicode_READ(k, d, i) ((k=k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
+#endif
+
+#if PY_MAJOR_VERSION >= 3
+ #define PyBaseString_Type PyUnicode_Type
+ #define PyStringObject PyUnicodeObject
+ #define PyString_Type PyUnicode_Type
+ #define PyString_Check PyUnicode_Check
+ #define PyString_CheckExact PyUnicode_CheckExact
+#endif
+
+#if PY_VERSION_HEX < 0x02060000
+ #define PyBytesObject PyStringObject
+ #define PyBytes_Type PyString_Type
+ #define PyBytes_Check PyString_Check
+ #define PyBytes_CheckExact PyString_CheckExact
+ #define PyBytes_FromString PyString_FromString
+ #define PyBytes_FromStringAndSize PyString_FromStringAndSize
+ #define PyBytes_FromFormat PyString_FromFormat
+ #define PyBytes_DecodeEscape PyString_DecodeEscape
+ #define PyBytes_AsString PyString_AsString
+ #define PyBytes_AsStringAndSize PyString_AsStringAndSize
+ #define PyBytes_Size PyString_Size
+ #define PyBytes_AS_STRING PyString_AS_STRING
+ #define PyBytes_GET_SIZE PyString_GET_SIZE
+ #define PyBytes_Repr PyString_Repr
+ #define PyBytes_Concat PyString_Concat
+ #define PyBytes_ConcatAndDel PyString_ConcatAndDel
+#endif
+
+#if PY_VERSION_HEX < 0x02060000
+ #define PySet_Check(obj) PyObject_TypeCheck(obj, &PySet_Type)
+ #define PyFrozenSet_Check(obj) PyObject_TypeCheck(obj, &PyFrozenSet_Type)
+#endif
+#ifndef PySet_CheckExact
+ #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type)
+#endif
+
+#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
+
+#if PY_MAJOR_VERSION >= 3
+ #define PyIntObject PyLongObject
+ #define PyInt_Type PyLong_Type
+ #define PyInt_Check(op) PyLong_Check(op)
+ #define PyInt_CheckExact(op) PyLong_CheckExact(op)
+ #define PyInt_FromString PyLong_FromString
+ #define PyInt_FromUnicode PyLong_FromUnicode
+ #define PyInt_FromLong PyLong_FromLong
+ #define PyInt_FromSize_t PyLong_FromSize_t
+ #define PyInt_FromSsize_t PyLong_FromSsize_t
+ #define PyInt_AsLong PyLong_AsLong
+ #define PyInt_AS_LONG PyLong_AS_LONG
+ #define PyInt_AsSsize_t PyLong_AsSsize_t
+ #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask
+ #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
+#endif
+
+#if PY_MAJOR_VERSION >= 3
+ #define PyBoolObject PyLongObject
+#endif
+
+#if PY_VERSION_HEX < 0x03020000
+ typedef long Py_hash_t;
+ #define __Pyx_PyInt_FromHash_t PyInt_FromLong
+ #define __Pyx_PyInt_AsHash_t PyInt_AsLong
+#else
+ #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
+ #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t
+#endif
+
+#if (PY_MAJOR_VERSION < 3) || (PY_VERSION_HEX >= 0x03010300)
+ #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b)
+ #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value)
+ #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b)
+#else
+ #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \
+ (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \
+ (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \
+ (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0)))
+ #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \
+ (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \
+ (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \
+ (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1)))
+ #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \
+ (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \
+ (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \
+ (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1)))
+#endif
+
+#if PY_MAJOR_VERSION >= 3
+ #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func))
+#endif
+
+#if PY_VERSION_HEX < 0x02050000
+ #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n)))
+ #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a))
+ #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n)))
+#else
+ #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n))
+ #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a))
+ #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n))
+#endif
+
+#if PY_VERSION_HEX < 0x02050000
+ #define __Pyx_NAMESTR(n) ((char *)(n))
+ #define __Pyx_DOCSTR(n) ((char *)(n))
+#else
+ #define __Pyx_NAMESTR(n) (n)
+ #define __Pyx_DOCSTR(n) (n)
+#endif
+
+#if PY_MAJOR_VERSION >= 3
+ #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y)
+ #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y)
+#else
+ #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y)
+ #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y)
+#endif
+
+#ifndef __PYX_EXTERN_C
+ #ifdef __cplusplus
+ #define __PYX_EXTERN_C extern "C"
+ #else
+ #define __PYX_EXTERN_C extern
+ #endif
+#endif
+
+#if defined(WIN32) || defined(MS_WINDOWS)
+#define _USE_MATH_DEFINES
+#endif
+#include <math.h>
+#define __PYX_HAVE___sa
+#define __PYX_HAVE_API___sa
+#include "stdio.h"
+#include "stdlib.h"
+#include "string.h"
+#include "strmap.h"
+#include "math.h"
+#ifdef _OPENMP
+#include <omp.h>
+#endif /* _OPENMP */
+
+#ifdef PYREX_WITHOUT_ASSERTIONS
+#define CYTHON_WITHOUT_ASSERTIONS
+#endif
+
+
+/* inline attribute */
+#ifndef CYTHON_INLINE
+ #if defined(__GNUC__)
+ #define CYTHON_INLINE __inline__
+ #elif defined(_MSC_VER)
+ #define CYTHON_INLINE __inline
+ #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+ #define CYTHON_INLINE inline
+ #else
+ #define CYTHON_INLINE
+ #endif
+#endif
+
+/* unused attribute */
+#ifndef CYTHON_UNUSED
+# if defined(__GNUC__)
+# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
+# define CYTHON_UNUSED __attribute__ ((__unused__))
+# else
+# define CYTHON_UNUSED
+# endif
+# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
+# define CYTHON_UNUSED __attribute__ ((__unused__))
+# else
+# define CYTHON_UNUSED
+# endif
+#endif
+
+typedef struct {PyObject **p; char *s; const long n; const char* encoding; const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/
+
+
+/* Type Conversion Predeclarations */
+
+#define __Pyx_PyBytes_FromUString(s) PyBytes_FromString((char*)s)
+#define __Pyx_PyBytes_AsUString(s) ((unsigned char*) PyBytes_AsString(s))
+
+#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None)
+#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False))
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x);
+
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
+static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*);
+
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
+#else
+#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
+#endif
+#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
+
+#ifdef __GNUC__
+ /* Test for GCC > 2.95 */
+ #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))
+ #define likely(x) __builtin_expect(!!(x), 1)
+ #define unlikely(x) __builtin_expect(!!(x), 0)
+ #else /* __GNUC__ > 2 ... */
+ #define likely(x) (x)
+ #define unlikely(x) (x)
+ #endif /* __GNUC__ > 2 ... */
+#else /* __GNUC__ */
+ #define likely(x) (x)
+ #define unlikely(x) (x)
+#endif /* __GNUC__ */
+
+static PyObject *__pyx_m;
+static PyObject *__pyx_b;
+static PyObject *__pyx_empty_tuple;
+static PyObject *__pyx_empty_bytes;
+static int __pyx_lineno;
+static int __pyx_clineno = 0;
+static const char * __pyx_cfilenm= __FILE__;
+static const char *__pyx_filename;
+
+
+static const char *__pyx_f[] = {
+ "_sa.pyx",
+ "float_list.pxi",
+ "int_list.pxi",
+ "data_array.pxi",
+ "alignment.pxi",
+ "bilex.pxi",
+ "veb.pxi",
+ "rule.pxi",
+ "rulefactory.pxi",
+ "lcp.pxi",
+ "sym.pxi",
+ "_sa.pxd",
+ "precomputation.pxi",
+ "suffix_array.pxi",
+ "str_map.pxi",
+};
+
+/*--- Type declarations ---*/
+struct __pyx_obj_3_sa_HieroCachingRuleFactory;
+struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats;
+struct __pyx_obj_3_sa_IntList;
+struct __pyx_obj_3_sa_VEBIterator;
+struct __pyx_obj_3_sa_BiLex;
+struct __pyx_obj_3_sa_VEB;
+struct __pyx_obj_3_sa_LCP;
+struct __pyx_obj_3_sa_DataArray;
+struct __pyx_obj_3_sa_BitSetIterator;
+struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext;
+struct __pyx_obj_3_sa_Precomputation;
+struct __pyx_obj_3_sa_SuffixArray;
+struct __pyx_obj_3_sa___pyx_scope_struct_4_input;
+struct __pyx_obj_3_sa_Alphabet;
+struct __pyx_obj_3_sa_Rule;
+struct __pyx_obj_3_sa_PhraseLocation;
+struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__;
+struct __pyx_obj_3_sa_Alignment;
+struct __pyx_obj_3_sa_BitSet;
+struct __pyx_obj_3_sa_Sampler;
+struct __pyx_obj_3_sa_StringMap;
+struct __pyx_obj_3_sa_TrieNode;
+struct __pyx_obj_3_sa_ExtendedTrieNode;
+struct __pyx_obj_3_sa_TrieMap;
+struct __pyx_obj_3_sa_Phrase;
+struct __pyx_obj_3_sa_TrieTable;
+struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr;
+struct __pyx_obj_3_sa_FloatList;
+struct __pyx_t_3_sa__node;
+struct __pyx_t_3_sa__BitSet;
+struct __pyx_t_3_sa__VEB;
+struct __pyx_t_3_sa__Trie_Edge;
+struct __pyx_t_3_sa__Trie_Node;
+struct __pyx_t_3_sa_match_node;
+struct __pyx_t_3_sa_Matching;
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":9
+ * from libc.string cimport memset, strcpy, strlen
+ *
+ * cdef struct _node: # <<<<<<<<<<<<<<
+ * _node* smaller
+ * _node* bigger
+ */
+struct __pyx_t_3_sa__node {
+ struct __pyx_t_3_sa__node *smaller;
+ struct __pyx_t_3_sa__node *bigger;
+ int key;
+ int val;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":30
+ * _init_lower_mask()
+ *
+ * cdef struct _BitSet: # <<<<<<<<<<<<<<
+ * long bitset
+ * int min_val
+ */
+struct __pyx_t_3_sa__BitSet {
+ long bitset;
+ int min_val;
+ int max_val;
+ int size;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":168
+ * return result
+ *
+ * cdef struct _VEB: # <<<<<<<<<<<<<<
+ * int top_universe_size
+ * int num_bottom_bits
+ */
+struct __pyx_t_3_sa__VEB {
+ int top_universe_size;
+ int num_bottom_bits;
+ int max_val;
+ int min_val;
+ int size;
+ void *top;
+ void **bottom;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":10
+ * cdef struct _Trie_Node # forward decl
+ *
+ * cdef struct _Trie_Edge: # <<<<<<<<<<<<<<
+ * int val
+ * _Trie_Node* node
+ */
+struct __pyx_t_3_sa__Trie_Edge {
+ int val;
+ struct __pyx_t_3_sa__Trie_Node *node;
+ struct __pyx_t_3_sa__Trie_Edge *bigger;
+ struct __pyx_t_3_sa__Trie_Edge *smaller;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":8
+ * from libc.string cimport memset, memcpy
+ *
+ * cdef struct _Trie_Node # forward decl # <<<<<<<<<<<<<<
+ *
+ * cdef struct _Trie_Edge:
+ */
+struct __pyx_t_3_sa__Trie_Node {
+ struct __pyx_t_3_sa__Trie_Edge *root;
+ int *arr;
+ int arr_len;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":48
+ *
+ * # linked list structure for storing matches in BaselineRuleFactory
+ * cdef struct match_node: # <<<<<<<<<<<<<<
+ * int* match
+ * match_node* next
+ */
+struct __pyx_t_3_sa_match_node {
+ int *match;
+ struct __pyx_t_3_sa_match_node *next;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":145
+ *
+ * # struct used to encapsulate a single matching
+ * cdef struct Matching: # <<<<<<<<<<<<<<
+ * int* arr
+ * int start
+ */
+struct __pyx_t_3_sa_Matching {
+ int *arr;
+ int start;
+ int end;
+ int sent_id;
+ int size;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":201
+ *
+ *
+ * cdef class HieroCachingRuleFactory: # <<<<<<<<<<<<<<
+ * '''This RuleFactory implements a caching
+ * method using TrieTable, which makes phrase
+ */
+struct __pyx_obj_3_sa_HieroCachingRuleFactory {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *__pyx_vtab;
+ struct __pyx_obj_3_sa_TrieTable *rules;
+ struct __pyx_obj_3_sa_Sampler *sampler;
+ int max_chunks;
+ int max_target_chunks;
+ int max_length;
+ int max_target_length;
+ int max_nonterminals;
+ int max_initial_size;
+ int train_max_initial_size;
+ int min_gap_size;
+ int train_min_gap_size;
+ int category;
+ PyObject *precomputed_index;
+ PyObject *precomputed_collocations;
+ PyObject *precompute_file;
+ PyObject *max_rank;
+ int precompute_rank;
+ int precompute_secondary_rank;
+ int use_baeza_yates;
+ int use_index;
+ int use_collocations;
+ float by_slack_factor;
+ PyObject *prev_norm_prefix;
+ float extract_time;
+ struct __pyx_obj_3_sa_SuffixArray *fsa;
+ struct __pyx_obj_3_sa_DataArray *fda;
+ struct __pyx_obj_3_sa_DataArray *eda;
+ struct __pyx_obj_3_sa_Alignment *alignment;
+ struct __pyx_obj_3_sa_IntList *eid2symid;
+ struct __pyx_obj_3_sa_IntList *fid2symid;
+ int tight_phrases;
+ int require_aligned_terminal;
+ int require_aligned_chunks;
+ struct __pyx_obj_3_sa_IntList *findexes;
+ struct __pyx_obj_3_sa_IntList *findexes1;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":36
+ * logger.info("LCP array completed")
+ *
+ * def compute_stats(self, int max_n): # <<<<<<<<<<<<<<
+ * """Note: the output of this function is not exact. In
+ * particular, the frequency associated with each word is
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats {
+ PyObject_HEAD
+ int __pyx_v_N;
+ int __pyx_v_freq;
+ int __pyx_v_h;
+ int __pyx_v_i;
+ int __pyx_v_ii;
+ int __pyx_v_iii;
+ int __pyx_v_j;
+ int __pyx_v_k;
+ int __pyx_v_max_n;
+ int __pyx_v_n;
+ PyObject *__pyx_v_ngram;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_ngram_start;
+ PyObject *__pyx_v_ngram_starts;
+ int __pyx_v_rs;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_run_start;
+ struct __pyx_obj_3_sa_LCP *__pyx_v_self;
+ int __pyx_v_valid;
+ struct __pyx_obj_3_sa_VEB *__pyx_v_veb;
+ int __pyx_t_0;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":9
+ * from libc.string cimport memset, memcpy
+ *
+ * cdef class IntList: # <<<<<<<<<<<<<<
+ * cdef int size
+ * cdef int increment
+ */
+struct __pyx_obj_3_sa_IntList {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_IntList *__pyx_vtab;
+ int size;
+ int increment;
+ int len;
+ int *arr;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":340
+ *
+ *
+ * cdef class VEBIterator: # <<<<<<<<<<<<<<
+ * cdef _VEB* v
+ * cdef int next_val
+ */
+struct __pyx_obj_3_sa_VEBIterator {
+ PyObject_HEAD
+ struct __pyx_t_3_sa__VEB *v;
+ int next_val;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":47
+ *
+ *
+ * cdef class BiLex: # <<<<<<<<<<<<<<
+ * cdef FloatList col1
+ * cdef FloatList col2
+ */
+struct __pyx_obj_3_sa_BiLex {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_BiLex *__pyx_vtab;
+ struct __pyx_obj_3_sa_FloatList *col1;
+ struct __pyx_obj_3_sa_FloatList *col2;
+ struct __pyx_obj_3_sa_IntList *f_index;
+ struct __pyx_obj_3_sa_IntList *e_index;
+ PyObject *id2eword;
+ PyObject *id2fword;
+ PyObject *eword2id;
+ PyObject *fword2id;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":354
+ *
+ *
+ * cdef class VEB: # <<<<<<<<<<<<<<
+ * cdef _VEB* veb
+ * cdef int _findsucc(self, int i)
+ */
+struct __pyx_obj_3_sa_VEB {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_VEB *__pyx_vtab;
+ struct __pyx_t_3_sa__VEB *veb;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":5
+ * as k most frequent n-grams"""
+ *
+ * cdef class LCP: # <<<<<<<<<<<<<<
+ * cdef SuffixArray sa
+ * cdef IntList lcp
+ */
+struct __pyx_obj_3_sa_LCP {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa_SuffixArray *sa;
+ struct __pyx_obj_3_sa_IntList *lcp;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":9
+ * from libc.string cimport memset, strcpy, strlen
+ *
+ * cdef class DataArray: # <<<<<<<<<<<<<<
+ * cdef word2id
+ * cdef id2word
+ */
+struct __pyx_obj_3_sa_DataArray {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_DataArray *__pyx_vtab;
+ PyObject *word2id;
+ PyObject *id2word;
+ struct __pyx_obj_3_sa_IntList *data;
+ struct __pyx_obj_3_sa_IntList *sent_id;
+ struct __pyx_obj_3_sa_IntList *sent_index;
+ int use_sent_id;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":100
+ *
+ *
+ * cdef class BitSetIterator: # <<<<<<<<<<<<<<
+ * cdef _BitSet* b
+ * cdef int next_val
+ */
+struct __pyx_obj_3_sa_BitSetIterator {
+ PyObject_HEAD
+ struct __pyx_t_3_sa__BitSet *b;
+ int next_val;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":71
+ * self.read_text_data(fp)
+ *
+ * def read_bitext(self, char* filename, int side): # <<<<<<<<<<<<<<
+ * with gzip_or_text(filename) as fp:
+ * data = (line.split(' ||| ')[side] for line in fp)
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext {
+ PyObject_HEAD
+ PyObject *__pyx_v_fp;
+ int __pyx_v_side;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":188
+ *
+ *
+ * cdef class Precomputation: # <<<<<<<<<<<<<<
+ * cdef int precompute_rank
+ * cdef int precompute_secondary_rank
+ */
+struct __pyx_obj_3_sa_Precomputation {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_Precomputation *__pyx_vtab;
+ int precompute_rank;
+ int precompute_secondary_rank;
+ int max_length;
+ int max_nonterminals;
+ int train_max_initial_size;
+ int train_min_gap_size;
+ PyObject *precomputed_index;
+ PyObject *precomputed_collocations;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":6
+ * from libc.stdio cimport FILE, fclose, fopen
+ *
+ * cdef class SuffixArray: # <<<<<<<<<<<<<<
+ * cdef DataArray darray
+ * cdef IntList sa
+ */
+struct __pyx_obj_3_sa_SuffixArray {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_SuffixArray *__pyx_vtab;
+ struct __pyx_obj_3_sa_DataArray *darray;
+ struct __pyx_obj_3_sa_IntList *sa;
+ struct __pyx_obj_3_sa_IntList *ha;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":919
+ * return sorted(result);
+ *
+ * def input(self, fwords, models): # <<<<<<<<<<<<<<
+ * '''When this function is called on the RuleFactory,
+ * it looks up all of the rules that can be used to translate
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_4_input {
+ PyObject_HEAD
+ PyObject *__pyx_v_alignment;
+ PyObject *__pyx_v_als;
+ PyObject *__pyx_v_alslist;
+ int __pyx_v_alt;
+ int __pyx_v_alt_id;
+ int __pyx_v_arity;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_chunklen;
+ PyObject *__pyx_v_count;
+ PyObject *__pyx_v_currcount;
+ PyObject *__pyx_v_e;
+ PyObject *__pyx_v_elist;
+ PyObject *__pyx_v_extract;
+ PyObject *__pyx_v_extract_start;
+ PyObject *__pyx_v_extract_stop;
+ PyObject *__pyx_v_extracts;
+ PyObject *__pyx_v_f;
+ PyObject *__pyx_v_f_margin;
+ PyObject *__pyx_v_fals;
+ PyObject *__pyx_v_fcount;
+ int __pyx_v_flen;
+ PyObject *__pyx_v_fphrases;
+ PyObject *__pyx_v_frontier;
+ PyObject *__pyx_v_frontier_nodes;
+ PyObject *__pyx_v_fwords;
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_hiero_phrase;
+ long __pyx_v_hit;
+ int __pyx_v_i;
+ PyObject *__pyx_v_is_shadow_path;
+ int __pyx_v_j;
+ int __pyx_v_k;
+ PyObject *__pyx_v_key;
+ int __pyx_v_lookup_required;
+ struct __pyx_t_3_sa_Matching __pyx_v_matching;
+ PyObject *__pyx_v_model;
+ PyObject *__pyx_v_models;
+ PyObject *__pyx_v_new_frontier;
+ PyObject *__pyx_v_new_node;
+ PyObject *__pyx_v_next_states;
+ PyObject *__pyx_v_node;
+ PyObject *__pyx_v_nodes_isteps_away_buffer;
+ int __pyx_v_nualt;
+ int __pyx_v_num_samples;
+ int __pyx_v_num_subpatterns;
+ PyObject *__pyx_v_pathlen;
+ PyObject *__pyx_v_phrase;
+ struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_phrase_location;
+ PyObject *__pyx_v_prefix;
+ PyObject *__pyx_v_reachable_buffer;
+ PyObject *__pyx_v_sa_range;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_sample;
+ PyObject *__pyx_v_scores;
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self;
+ PyObject *__pyx_v_spanlen;
+ float __pyx_v_start_time;
+ PyObject *__pyx_v_stop_time;
+ PyObject *__pyx_v_suffix_link;
+ int __pyx_v_suffix_link_xcat;
+ PyObject *__pyx_v_suffix_link_xcat_index;
+ PyObject *__pyx_v_word_id;
+ int __pyx_v_x1;
+ int __pyx_v_xcat;
+ PyObject *__pyx_v_xcat_index;
+ PyObject *__pyx_v_xnode;
+ PyObject *__pyx_v_xroot;
+ Py_ssize_t __pyx_t_0;
+ PyObject *__pyx_t_1;
+ Py_ssize_t __pyx_t_2;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4;
+ PyObject *__pyx_t_5;
+ int __pyx_t_6;
+ Py_ssize_t __pyx_t_7;
+ Py_ssize_t __pyx_t_8;
+ Py_ssize_t __pyx_t_9;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":7
+ * cdef int INDEX_MASK = (1<<INDEX_SHIFT)-1
+ *
+ * cdef class Alphabet: # <<<<<<<<<<<<<<
+ * cdef readonly StringMap terminals, nonterminals
+ * cdef int first_nonterminal, last_nonterminal
+ */
+struct __pyx_obj_3_sa_Alphabet {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_Alphabet *__pyx_vtab;
+ struct __pyx_obj_3_sa_StringMap *terminals;
+ struct __pyx_obj_3_sa_StringMap *nonterminals;
+ int first_nonterminal;
+ int last_nonterminal;
+ PyObject *id2sym;
+};
+
+struct __pyx_obj_3_sa_Rule {
+ PyObject_HEAD
+ int lhs;
+ struct __pyx_obj_3_sa_Phrase *f;
+ struct __pyx_obj_3_sa_Phrase *e;
+ float *cscores;
+ int n_scores;
+ PyObject *word_alignments;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":56
+ * # in the suffix array; if discontiguous, it is the set of
+ * # actual locations (packed into an array)
+ * cdef class PhraseLocation: # <<<<<<<<<<<<<<
+ * cdef int sa_low
+ * cdef int sa_high
+ */
+struct __pyx_obj_3_sa_PhraseLocation {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_PhraseLocation *__pyx_vtab;
+ int sa_low;
+ int sa_high;
+ int arr_low;
+ int arr_high;
+ struct __pyx_obj_3_sa_IntList *arr;
+ int num_subpatterns;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":141
+ * return self.syms[i]
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef int i
+ * for i from 0 <= i < self.n:
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ {
+ PyObject_HEAD
+ int __pyx_v_i;
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_self;
+ int __pyx_t_0;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":8
+ * # May need to revisit if things get really tight, though.
+ *
+ * cdef class Alignment: # <<<<<<<<<<<<<<
+ * cdef IntList links
+ * cdef IntList sent_index
+ */
+struct __pyx_obj_3_sa_Alignment {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_Alignment *__pyx_vtab;
+ struct __pyx_obj_3_sa_IntList *links;
+ struct __pyx_obj_3_sa_IntList *sent_index;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":118
+ * # (entirely C-implemented) _BitSet struct.
+ * # Very slow; use only for debugging
+ * cdef class BitSet: # <<<<<<<<<<<<<<
+ *
+ * cdef _BitSet* b
+ */
+struct __pyx_obj_3_sa_BitSet {
+ PyObject_HEAD
+ struct __pyx_t_3_sa__BitSet *b;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":79
+ *
+ *
+ * cdef class Sampler: # <<<<<<<<<<<<<<
+ * '''A Sampler implements a logic for choosing
+ * samples from a population range'''
+ */
+struct __pyx_obj_3_sa_Sampler {
+ PyObject_HEAD
+ int sample_size;
+ struct __pyx_obj_3_sa_IntList *sa;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":8
+ * char* stringmap_word(StrMap *vocab, int i)
+ *
+ * cdef class StringMap: # <<<<<<<<<<<<<<
+ * cdef StrMap *vocab
+ * cdef char *word(self, int i)
+ */
+struct __pyx_obj_3_sa_StringMap {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_StringMap *__pyx_vtab;
+ StrMap *vocab;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":18
+ * cdef int EPSILON = sym_fromstring('*EPS*', True)
+ *
+ * cdef class TrieNode: # <<<<<<<<<<<<<<
+ * cdef public children
+ *
+ */
+struct __pyx_obj_3_sa_TrieNode {
+ PyObject_HEAD
+ PyObject *children;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":24
+ * self.children = {}
+ *
+ * cdef class ExtendedTrieNode(TrieNode): # <<<<<<<<<<<<<<
+ * cdef public phrase
+ * cdef public phrase_location
+ */
+struct __pyx_obj_3_sa_ExtendedTrieNode {
+ struct __pyx_obj_3_sa_TrieNode __pyx_base;
+ PyObject *phrase;
+ PyObject *phrase_location;
+ PyObject *suffix_link;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":109
+ * trie_node_to_map(edge.node, result, prefix, include_zeros)
+ *
+ * cdef class TrieMap: # <<<<<<<<<<<<<<
+ *
+ * cdef _Trie_Node** root
+ */
+struct __pyx_obj_3_sa_TrieMap {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_TrieMap *__pyx_vtab;
+ struct __pyx_t_3_sa__Trie_Node **root;
+ int V;
+};
+
+
+/* "_sa.pxd":1
+ * cdef class Phrase: # <<<<<<<<<<<<<<
+ * cdef int *syms
+ * cdef int n, *varpos, n_vars
+ */
+struct __pyx_obj_3_sa_Phrase {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_Phrase *__pyx_vtab;
+ int *syms;
+ int n;
+ int *varpos;
+ int n_vars;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":35
+ *
+ *
+ * cdef class TrieTable: # <<<<<<<<<<<<<<
+ * cdef public int extended
+ * cdef public int count
+ */
+struct __pyx_obj_3_sa_TrieTable {
+ PyObject_HEAD
+ int extended;
+ int count;
+ PyObject *root;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":73
+ * def read_bitext(self, char* filename, int side):
+ * with gzip_or_text(filename) as fp:
+ * data = (line.split(' ||| ')[side] for line in fp) # <<<<<<<<<<<<<<
+ * self.read_text_data(data)
+ *
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_1_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *__pyx_outer_scope;
+ PyObject *__pyx_v_line;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":9
+ * from libc.string cimport memset, strcpy, strlen
+ *
+ * cdef class FloatList: # <<<<<<<<<<<<<<
+ * cdef int size
+ * cdef int increment
+ */
+struct __pyx_obj_3_sa_FloatList {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_FloatList *__pyx_vtab;
+ int size;
+ int increment;
+ int len;
+ float *arr;
+};
+
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":8
+ * char* stringmap_word(StrMap *vocab, int i)
+ *
+ * cdef class StringMap: # <<<<<<<<<<<<<<
+ * cdef StrMap *vocab
+ * cdef char *word(self, int i)
+ */
+
+struct __pyx_vtabstruct_3_sa_StringMap {
+ char *(*word)(struct __pyx_obj_3_sa_StringMap *, int);
+ int (*index)(struct __pyx_obj_3_sa_StringMap *, char *);
+};
+static struct __pyx_vtabstruct_3_sa_StringMap *__pyx_vtabptr_3_sa_StringMap;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":9
+ * from libc.string cimport memset, strcpy, strlen
+ *
+ * cdef class DataArray: # <<<<<<<<<<<<<<
+ * cdef word2id
+ * cdef id2word
+ */
+
+struct __pyx_vtabstruct_3_sa_DataArray {
+ void (*read_handle)(struct __pyx_obj_3_sa_DataArray *, FILE *);
+ void (*write_handle)(struct __pyx_obj_3_sa_DataArray *, FILE *);
+};
+static struct __pyx_vtabstruct_3_sa_DataArray *__pyx_vtabptr_3_sa_DataArray;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":109
+ * trie_node_to_map(edge.node, result, prefix, include_zeros)
+ *
+ * cdef class TrieMap: # <<<<<<<<<<<<<<
+ *
+ * cdef _Trie_Node** root
+ */
+
+struct __pyx_vtabstruct_3_sa_TrieMap {
+ struct __pyx_t_3_sa__Trie_Node *(*_insert)(struct __pyx_obj_3_sa_TrieMap *, int *, int);
+ struct __pyx_t_3_sa__Trie_Node *(*_contains)(struct __pyx_obj_3_sa_TrieMap *, int *, int);
+};
+static struct __pyx_vtabstruct_3_sa_TrieMap *__pyx_vtabptr_3_sa_TrieMap;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":8
+ * # May need to revisit if things get really tight, though.
+ *
+ * cdef class Alignment: # <<<<<<<<<<<<<<
+ * cdef IntList links
+ * cdef IntList sent_index
+ */
+
+struct __pyx_vtabstruct_3_sa_Alignment {
+ int (*link)(struct __pyx_obj_3_sa_Alignment *, int, int);
+ PyObject *(*_unlink)(struct __pyx_obj_3_sa_Alignment *, int, int *, int *);
+ int *(*_get_sent_links)(struct __pyx_obj_3_sa_Alignment *, int, int *);
+};
+static struct __pyx_vtabstruct_3_sa_Alignment *__pyx_vtabptr_3_sa_Alignment;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":47
+ *
+ *
+ * cdef class BiLex: # <<<<<<<<<<<<<<
+ * cdef FloatList col1
+ * cdef FloatList col2
+ */
+
+struct __pyx_vtabstruct_3_sa_BiLex {
+ PyObject *(*compute_from_data)(struct __pyx_obj_3_sa_BiLex *, struct __pyx_obj_3_sa_SuffixArray *, struct __pyx_obj_3_sa_DataArray *, struct __pyx_obj_3_sa_Alignment *);
+ PyObject *(*_add_node)(struct __pyx_obj_3_sa_BiLex *, struct __pyx_t_3_sa__node *, int *, float, int *);
+ PyObject *(*write_wordlist)(struct __pyx_obj_3_sa_BiLex *, PyObject *, FILE *);
+ PyObject *(*read_wordlist)(struct __pyx_obj_3_sa_BiLex *, PyObject *, PyObject *, FILE *);
+ PyObject *(*swap)(struct __pyx_obj_3_sa_BiLex *, int, int);
+ PyObject *(*qsort)(struct __pyx_obj_3_sa_BiLex *, int, int, PyObject *);
+};
+static struct __pyx_vtabstruct_3_sa_BiLex *__pyx_vtabptr_3_sa_BiLex;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":9
+ * from libc.string cimport memset, memcpy
+ *
+ * cdef class IntList: # <<<<<<<<<<<<<<
+ * cdef int size
+ * cdef int increment
+ */
+
+struct __pyx_vtabstruct_3_sa_IntList {
+ void (*set)(struct __pyx_obj_3_sa_IntList *, int, int);
+ void (*_append)(struct __pyx_obj_3_sa_IntList *, int);
+ void (*_extend)(struct __pyx_obj_3_sa_IntList *, struct __pyx_obj_3_sa_IntList *);
+ void (*_extend_arr)(struct __pyx_obj_3_sa_IntList *, int *, int);
+ void (*_clear)(struct __pyx_obj_3_sa_IntList *);
+ void (*write_handle)(struct __pyx_obj_3_sa_IntList *, FILE *);
+ void (*read_handle)(struct __pyx_obj_3_sa_IntList *, FILE *);
+};
+static struct __pyx_vtabstruct_3_sa_IntList *__pyx_vtabptr_3_sa_IntList;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":4
+ * from libc.string cimport strsep, strcpy, strlen
+ *
+ * cdef class Phrase: # <<<<<<<<<<<<<<
+ *
+ * def __cinit__(self, words):
+ */
+
+struct __pyx_vtabstruct_3_sa_Phrase {
+ int (*chunkpos)(struct __pyx_obj_3_sa_Phrase *, int);
+ int (*chunklen)(struct __pyx_obj_3_sa_Phrase *, int);
+};
+static struct __pyx_vtabstruct_3_sa_Phrase *__pyx_vtabptr_3_sa_Phrase;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":56
+ * # in the suffix array; if discontiguous, it is the set of
+ * # actual locations (packed into an array)
+ * cdef class PhraseLocation: # <<<<<<<<<<<<<<
+ * cdef int sa_low
+ * cdef int sa_high
+ */
+
+struct __pyx_vtabstruct_3_sa_PhraseLocation {
+ int (*contains)(struct __pyx_obj_3_sa_PhraseLocation *, int);
+};
+static struct __pyx_vtabstruct_3_sa_PhraseLocation *__pyx_vtabptr_3_sa_PhraseLocation;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":188
+ *
+ *
+ * cdef class Precomputation: # <<<<<<<<<<<<<<
+ * cdef int precompute_rank
+ * cdef int precompute_secondary_rank
+ */
+
+struct __pyx_vtabstruct_3_sa_Precomputation {
+ PyObject *(*read_map)(struct __pyx_obj_3_sa_Precomputation *, FILE *);
+ PyObject *(*write_map)(struct __pyx_obj_3_sa_Precomputation *, PyObject *, FILE *);
+};
+static struct __pyx_vtabstruct_3_sa_Precomputation *__pyx_vtabptr_3_sa_Precomputation;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":9
+ * from libc.string cimport memset, strcpy, strlen
+ *
+ * cdef class FloatList: # <<<<<<<<<<<<<<
+ * cdef int size
+ * cdef int increment
+ */
+
+struct __pyx_vtabstruct_3_sa_FloatList {
+ void (*set)(struct __pyx_obj_3_sa_FloatList *, int, float);
+ void (*write_handle)(struct __pyx_obj_3_sa_FloatList *, FILE *);
+ void (*read_handle)(struct __pyx_obj_3_sa_FloatList *, FILE *);
+};
+static struct __pyx_vtabstruct_3_sa_FloatList *__pyx_vtabptr_3_sa_FloatList;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":354
+ *
+ *
+ * cdef class VEB: # <<<<<<<<<<<<<<
+ * cdef _VEB* veb
+ * cdef int _findsucc(self, int i)
+ */
+
+struct __pyx_vtabstruct_3_sa_VEB {
+ int (*_findsucc)(struct __pyx_obj_3_sa_VEB *, int);
+ int (*_insert)(struct __pyx_obj_3_sa_VEB *, int);
+ int (*_first)(struct __pyx_obj_3_sa_VEB *);
+};
+static struct __pyx_vtabstruct_3_sa_VEB *__pyx_vtabptr_3_sa_VEB;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":7
+ * cdef int INDEX_MASK = (1<<INDEX_SHIFT)-1
+ *
+ * cdef class Alphabet: # <<<<<<<<<<<<<<
+ * cdef readonly StringMap terminals, nonterminals
+ * cdef int first_nonterminal, last_nonterminal
+ */
+
+struct __pyx_vtabstruct_3_sa_Alphabet {
+ int (*isvar)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*isword)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*getindex)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*setindex)(struct __pyx_obj_3_sa_Alphabet *, int, int);
+ int (*clearindex)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*match)(struct __pyx_obj_3_sa_Alphabet *, int, int);
+ char *(*tocat)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*fromcat)(struct __pyx_obj_3_sa_Alphabet *, char *);
+ char *(*tostring)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*fromstring)(struct __pyx_obj_3_sa_Alphabet *, char *, int);
+};
+static struct __pyx_vtabstruct_3_sa_Alphabet *__pyx_vtabptr_3_sa_Alphabet;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":201
+ *
+ *
+ * cdef class HieroCachingRuleFactory: # <<<<<<<<<<<<<<
+ * '''This RuleFactory implements a caching
+ * method using TrieTable, which makes phrase
+ */
+
+struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory {
+ PyObject *(*set_idmap)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_DataArray *);
+ int *(*baeza_yates_helper)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *);
+ long (*compare_matchings_set)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, struct __pyx_t_3_sa_Matching *, int, int);
+ long (*compare_matchings)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_t_3_sa_Matching *, struct __pyx_t_3_sa_Matching *, int, int);
+ int *(*merge_helper)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *);
+ void (*sort_phrase_loc)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_IntList *, struct __pyx_obj_3_sa_PhraseLocation *, struct __pyx_obj_3_sa_Phrase *);
+ PyObject *(*intersect_helper)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_obj_3_sa_PhraseLocation *, struct __pyx_obj_3_sa_PhraseLocation *, int);
+ PyObject *(*loc2str)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_PhraseLocation *);
+ struct __pyx_obj_3_sa_PhraseLocation *(*intersect)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, PyObject *, PyObject *, struct __pyx_obj_3_sa_Phrase *);
+ int (*find_fixpoint)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, PyObject *, int *, int *, int *, int *, int, int, int *, int *, int *, int *, int, int, int, int, int, int, int, int, int, int, int);
+ PyObject *(*find_projection)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int *);
+ int *(*int_arr_extend)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int *, int *, int *, int);
+ PyObject *(*extract_phrases)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int, int, int, int *, int *, int *, int, int, int);
+ PyObject *(*create_alignments)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int *, int, PyObject *, PyObject *);
+ PyObject *(*extract)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_t_3_sa_Matching *, int *, int);
+};
+static struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *__pyx_vtabptr_3_sa_HieroCachingRuleFactory;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":6
+ * from libc.stdio cimport FILE, fclose, fopen
+ *
+ * cdef class SuffixArray: # <<<<<<<<<<<<<<
+ * cdef DataArray darray
+ * cdef IntList sa
+ */
+
+struct __pyx_vtabstruct_3_sa_SuffixArray {
+ int (*__pyx___search_high)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int);
+ int (*__pyx___search_low)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int);
+ PyObject *(*__pyx___get_range)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int, int);
+ PyObject *(*__pyx___lookup_helper)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int);
+};
+static struct __pyx_vtabstruct_3_sa_SuffixArray *__pyx_vtabptr_3_sa_SuffixArray;
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+ #define CYTHON_REFNANNY 0
+#endif
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+ void (*INCREF)(void*, PyObject*, int);
+ void (*DECREF)(void*, PyObject*, int);
+ void (*GOTREF)(void*, PyObject*, int);
+ void (*GIVEREF)(void*, PyObject*, int);
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+ #define __Pyx_GOTREF(r) __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
+ #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
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+ #define __Pyx_XDECREF(r) do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0)
+ #define __Pyx_XGOTREF(r) do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0)
+ #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0)
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+ #define __Pyx_RefNannyDeclarations
+ #define __Pyx_RefNannySetupContext(name, acquire_gil)
+ #define __Pyx_RefNannyFinishContext()
+ #define __Pyx_INCREF(r) Py_INCREF(r)
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+ #define __Pyx_GOTREF(r)
+ #define __Pyx_GIVEREF(r)
+ #define __Pyx_XINCREF(r) Py_XINCREF(r)
+ #define __Pyx_XDECREF(r) Py_XDECREF(r)
+ #define __Pyx_XGOTREF(r)
+ #define __Pyx_XGIVEREF(r)
+#endif /* CYTHON_REFNANNY */
+#define __Pyx_CLEAR(r) do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
+#define __Pyx_XCLEAR(r) do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)
+
+static PyObject *__Pyx_GetName(PyObject *dict, PyObject *name); /*proto*/
+
+static int __Pyx_PyBytes_SingleTailmatch(PyObject* self, PyObject* arg, Py_ssize_t start,
+ Py_ssize_t end, int direction)
+{
+ const char* self_ptr = PyBytes_AS_STRING(self);
+ Py_ssize_t self_len = PyBytes_GET_SIZE(self);
+ const char* sub_ptr;
+ Py_ssize_t sub_len;
+ int retval;
+#if PY_VERSION_HEX >= 0x02060000
+ Py_buffer view;
+ view.obj = NULL;
+#endif
+ if ( PyBytes_Check(arg) ) {
+ sub_ptr = PyBytes_AS_STRING(arg);
+ sub_len = PyBytes_GET_SIZE(arg);
+ }
+#if PY_MAJOR_VERSION < 3
+ else if ( PyUnicode_Check(arg) ) {
+ return PyUnicode_Tailmatch(self, arg, start, end, direction);
+ }
+#endif
+ else {
+#if PY_VERSION_HEX < 0x02060000
+ if (unlikely(PyObject_AsCharBuffer(arg, &sub_ptr, &sub_len)))
+ return -1;
+#else
+ if (unlikely(PyObject_GetBuffer(self, &view, PyBUF_SIMPLE) == -1))
+ return -1;
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+ sub_len = view.len;
+#endif
+ }
+ if (end > self_len)
+ end = self_len;
+ else if (end < 0)
+ end += self_len;
+ if (end < 0)
+ end = 0;
+ if (start < 0)
+ start += self_len;
+ if (start < 0)
+ start = 0;
+ if (direction > 0) {
+ if (end-sub_len > start)
+ start = end - sub_len;
+ }
+ if (start + sub_len <= end)
+ retval = !memcmp(self_ptr+start, sub_ptr, sub_len);
+ else
+ retval = 0;
+#if PY_VERSION_HEX >= 0x02060000
+ if (view.obj)
+ PyBuffer_Release(&view);
+#endif
+ return retval;
+}
+static int __Pyx_PyBytes_Tailmatch(PyObject* self, PyObject* substr, Py_ssize_t start,
+ Py_ssize_t end, int direction)
+{
+ if (unlikely(PyTuple_Check(substr))) {
+ int result;
+ Py_ssize_t i;
+ for (i = 0; i < PyTuple_GET_SIZE(substr); i++) {
+ result = __Pyx_PyBytes_SingleTailmatch(self, PyTuple_GET_ITEM(substr, i),
+ start, end, direction);
+ if (result) {
+ return result;
+ }
+ }
+ return 0;
+ }
+ return __Pyx_PyBytes_SingleTailmatch(self, substr, start, end, direction);
+}
+
+static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/
+
+static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \
+ PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \
+ const char* function_name); /*proto*/
+
+static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
+ Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/
+
+static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/
+static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/
+
+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/
+
+static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/
+
+static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/
+
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
+ PyObject *r;
+ if (!j) return NULL;
+ r = PyObject_GetItem(o, j);
+ Py_DECREF(j);
+ return r;
+}
+#define __Pyx_GetItemInt_List(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \
+ __Pyx_GetItemInt_List_Fast(o, i) : \
+ __Pyx_GetItemInt_Generic(o, to_py_func(i)))
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ if (likely((0 <= i) & (i < PyList_GET_SIZE(o)))) {
+ PyObject *r = PyList_GET_ITEM(o, i);
+ Py_INCREF(r);
+ return r;
+ }
+ else if ((-PyList_GET_SIZE(o) <= i) & (i < 0)) {
+ PyObject *r = PyList_GET_ITEM(o, PyList_GET_SIZE(o) + i);
+ Py_INCREF(r);
+ return r;
+ }
+ return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+#else
+ return PySequence_GetItem(o, i);
+#endif
+}
+#define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \
+ __Pyx_GetItemInt_Tuple_Fast(o, i) : \
+ __Pyx_GetItemInt_Generic(o, to_py_func(i)))
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ if (likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) {
+ PyObject *r = PyTuple_GET_ITEM(o, i);
+ Py_INCREF(r);
+ return r;
+ }
+ else if ((-PyTuple_GET_SIZE(o) <= i) & (i < 0)) {
+ PyObject *r = PyTuple_GET_ITEM(o, PyTuple_GET_SIZE(o) + i);
+ Py_INCREF(r);
+ return r;
+ }
+ return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+#else
+ return PySequence_GetItem(o, i);
+#endif
+}
+#define __Pyx_GetItemInt(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \
+ __Pyx_GetItemInt_Fast(o, i) : \
+ __Pyx_GetItemInt_Generic(o, to_py_func(i)))
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ if (PyList_CheckExact(o)) {
+ Py_ssize_t n = (likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
+ if (likely((n >= 0) & (n < PyList_GET_SIZE(o)))) {
+ PyObject *r = PyList_GET_ITEM(o, n);
+ Py_INCREF(r);
+ return r;
+ }
+ }
+ else if (PyTuple_CheckExact(o)) {
+ Py_ssize_t n = (likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
+ if (likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) {
+ PyObject *r = PyTuple_GET_ITEM(o, n);
+ Py_INCREF(r);
+ return r;
+ }
+ } else { /* inlined PySequence_GetItem() */
+ PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
+ if (likely(m && m->sq_item)) {
+ if (unlikely(i < 0) && likely(m->sq_length)) {
+ Py_ssize_t l = m->sq_length(o);
+ if (unlikely(l < 0)) return NULL;
+ i += l;
+ }
+ return m->sq_item(o, i);
+ }
+ }
+#else
+ if (PySequence_Check(o)) {
+ return PySequence_GetItem(o, i);
+ }
+#endif
+ return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+}
+
+static CYTHON_INLINE int __Pyx_NegateNonNeg(int b) {
+ return unlikely(b < 0) ? b : !b;
+}
+static CYTHON_INLINE PyObject* __Pyx_PyBoolOrNull_FromLong(long b) {
+ return unlikely(b < 0) ? NULL : __Pyx_PyBool_FromLong(b);
+}
+
+static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) {
+ if (likely(PyList_CheckExact(L))) {
+ if (unlikely(PyList_Append(L, x) < 0)) return NULL;
+ Py_INCREF(Py_None);
+ return Py_None; /* this is just to have an accurate signature */
+ } else {
+ PyObject *r, *m;
+ m = __Pyx_GetAttrString(L, "append");
+ if (!m) return NULL;
+ r = PyObject_CallFunctionObjArgs(m, x, NULL);
+ Py_DECREF(m);
+ return r;
+ }
+}
+
+static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/
+
+static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname);
+
+static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */
+
+static CYTHON_INLINE long __Pyx_mod_long(long, long); /* proto */
+
+static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);
+
+static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);
+
+static CYTHON_INLINE int __Pyx_IterFinish(void); /*proto*/
+
+static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/
+
+#define __Pyx_SetItemInt(o, i, v, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \
+ __Pyx_SetItemInt_Fast(o, i, v) : \
+ __Pyx_SetItemInt_Generic(o, to_py_func(i), v))
+static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) {
+ int r;
+ if (!j) return -1;
+ r = PyObject_SetItem(o, j, v);
+ Py_DECREF(j);
+ return r;
+}
+static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ if (PyList_CheckExact(o)) {
+ Py_ssize_t n = (likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
+ if (likely((n >= 0) & (n < PyList_GET_SIZE(o)))) {
+ PyObject* old = PyList_GET_ITEM(o, n);
+ Py_INCREF(v);
+ PyList_SET_ITEM(o, n, v);
+ Py_DECREF(old);
+ return 1;
+ }
+ } else { /* inlined PySequence_SetItem() */
+ PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
+ if (likely(m && m->sq_ass_item)) {
+ if (unlikely(i < 0) && likely(m->sq_length)) {
+ Py_ssize_t l = m->sq_length(o);
+ if (unlikely(l < 0)) return -1;
+ i += l;
+ }
+ return m->sq_ass_item(o, i, v);
+ }
+ }
+#else
+#if CYTHON_COMPILING_IN_PYPY
+ if (PySequence_Check(o) && !PyDict_Check(o)) {
+#else
+ if (PySequence_Check(o)) {
+#endif
+ return PySequence_SetItem(o, i, v);
+ }
+#endif
+ return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v);
+}
+
+static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */
+#if CYTHON_COMPILING_IN_PYPY
+#define __Pyx_PyObject_AsDouble(obj) \
+(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \
+ likely(PyInt_CheckExact(obj)) ? \
+ PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj))
+#else
+#define __Pyx_PyObject_AsDouble(obj) \
+((likely(PyFloat_CheckExact(obj))) ? \
+ PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj))
+#endif
+
+static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);
+
+static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
+ const char *name, int exact); /*proto*/
+
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
+ PyListObject* L = (PyListObject*) list;
+ Py_ssize_t len = Py_SIZE(list);
+ if (likely(L->allocated > len)) {
+ Py_INCREF(x);
+ PyList_SET_ITEM(list, len, x);
+ Py_SIZE(list) = len+1;
+ return 0;
+ }
+ return PyList_Append(list, x);
+}
+#else
+#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
+#endif
+
+static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);
+
+static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index); /*proto*/
+
+static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** value1, PyObject** value2,
+ int is_tuple, int has_known_size, int decref_tuple);
+
+static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name,
+ Py_ssize_t* p_orig_length, int* p_is_dict);
+static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos,
+ PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict);
+
+#if PY_VERSION_HEX < 0x02050000
+#ifndef PyAnySet_CheckExact
+#define PyAnySet_CheckExact(ob) \
+ ((ob)->ob_type == &PySet_Type || \
+ (ob)->ob_type == &PyFrozenSet_Type)
+#define PySet_New(iterable) \
+ PyObject_CallFunctionObjArgs((PyObject *)&PySet_Type, (iterable), NULL)
+#define Pyx_PyFrozenSet_New(iterable) \
+ PyObject_CallFunctionObjArgs((PyObject *)&PyFrozenSet_Type, (iterable), NULL)
+#define PySet_Size(anyset) \
+ PyObject_Size((anyset))
+#define PySet_Contains(anyset, key) \
+ PySequence_Contains((anyset), (key))
+#define PySet_Pop(set) \
+ PyObject_CallMethod(set, (char *)"pop", NULL)
+static CYTHON_INLINE int PySet_Clear(PyObject *set) {
+ PyObject *ret = PyObject_CallMethod(set, (char *)"clear", NULL);
+ if (!ret) return -1;
+ Py_DECREF(ret); return 0;
+}
+static CYTHON_INLINE int PySet_Discard(PyObject *set, PyObject *key) {
+ PyObject *ret = PyObject_CallMethod(set, (char *)"discard", (char *)"O", key);
+ if (!ret) return -1;
+ Py_DECREF(ret); return 0;
+}
+static CYTHON_INLINE int PySet_Add(PyObject *set, PyObject *key) {
+ PyObject *ret = PyObject_CallMethod(set, (char *)"add", (char *)"O", key);
+ if (!ret) return -1;
+ Py_DECREF(ret); return 0;
+}
+#endif /* PyAnySet_CheckExact (<= Py2.4) */
+#endif /* < Py2.5 */
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+#if PY_MAJOR_VERSION >= 3
+static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
+ PyObject *value;
+ value = PyDict_GetItemWithError(d, key);
+ if (unlikely(!value)) {
+ if (!PyErr_Occurred())
+ PyErr_SetObject(PyExc_KeyError, key);
+ return NULL;
+ }
+ Py_INCREF(value);
+ return value;
+}
+#else
+ #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
+#endif
+
+static CYTHON_INLINE int __Pyx_div_int(int, int); /* proto */
+
+#define UNARY_NEG_WOULD_OVERFLOW(x) (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x)))
+
+static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L) {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02040000
+ if (likely(PyList_CheckExact(L))
+ && likely(PyList_GET_SIZE(L) > (((PyListObject*)L)->allocated >> 1))) {
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+ return PySet_Pop(L);
+ }
+#endif
+#endif
+ return PyObject_CallMethod(L, (char*)"pop", NULL);
+}
+
+static PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value) {
+ PyObject* value;
+#if PY_MAJOR_VERSION >= 3
+ value = PyDict_GetItemWithError(d, key);
+ if (unlikely(!value)) {
+ if (unlikely(PyErr_Occurred()))
+ return NULL;
+ if (unlikely(PyDict_SetItem(d, key, default_value) == -1))
+ return NULL;
+ value = default_value;
+ }
+ Py_INCREF(value);
+#else
+ if (PyString_CheckExact(key) || PyUnicode_CheckExact(key) || PyInt_CheckExact(key)) {
+ value = PyDict_GetItem(d, key);
+ if (unlikely(!value)) {
+ if (unlikely(PyDict_SetItem(d, key, default_value) == -1))
+ return NULL;
+ value = default_value;
+ }
+ Py_INCREF(value);
+ } else {
+ PyObject *m;
+ m = __Pyx_GetAttrString(d, "setdefault");
+ if (!m) return NULL;
+ value = PyObject_CallFunctionObjArgs(m, key, default_value, NULL);
+ Py_DECREF(m);
+ }
+#endif
+ return value;
+}
+
+static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/
+static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/
+
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level); /*proto*/
+
+#include <string.h>
+
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); /*proto*/
+
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals); /*proto*/
+
+#if PY_MAJOR_VERSION >= 3
+#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
+#else
+#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
+#endif
+
+static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *);
+
+static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *);
+
+static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *);
+
+static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *);
+
+static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *);
+
+static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *);
+
+static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *);
+
+static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *);
+
+static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *);
+
+static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *);
+
+static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *);
+
+static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *);
+
+static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *);
+
+static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *);
+
+static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *);
+
+static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *);
+
+static void __Pyx_WriteUnraisable(const char *name, int clineno,
+ int lineno, const char *filename); /*proto*/
+
+static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/
+
+#define __Pyx_Generator_USED
+#include <structmember.h>
+#include <frameobject.h>
+typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *);
+typedef struct {
+ PyObject_HEAD
+ __pyx_generator_body_t body;
+ PyObject *closure;
+ int is_running;
+ int resume_label;
+ PyObject *exc_type;
+ PyObject *exc_value;
+ PyObject *exc_traceback;
+ PyObject *gi_weakreflist;
+ PyObject *classobj;
+ PyObject *yieldfrom;
+} __pyx_GeneratorObject;
+static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body,
+ PyObject *closure);
+static int __pyx_Generator_init(void);
+static int __Pyx_Generator_clear(PyObject* self);
+#if 1 || PY_VERSION_HEX < 0x030300B0
+static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue);
+#else
+#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue)
+#endif
+
+static int __Pyx_check_binary_version(void);
+
+static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig); /*proto*/
+
+static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/
+
+typedef struct {
+ int code_line;
+ PyCodeObject* code_object;
+} __Pyx_CodeObjectCacheEntry;
+struct __Pyx_CodeObjectCache {
+ int count;
+ int max_count;
+ __Pyx_CodeObjectCacheEntry* entries;
+};
+static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
+static PyCodeObject *__pyx_find_code_object(int code_line);
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);
+
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+ int py_line, const char *filename); /*proto*/
+
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/
+
+
+/* Module declarations from 'libc.stdio' */
+
+/* Module declarations from 'libc.stdlib' */
+
+/* Module declarations from 'libc.string' */
+
+/* Module declarations from 'libc.math' */
+
+/* Module declarations from '_sa' */
+static PyTypeObject *__pyx_ptype_3_sa_Phrase = 0;
+static PyTypeObject *__pyx_ptype_3_sa_Rule = 0;
+static PyTypeObject *__pyx_ptype_3_sa_FloatList = 0;
+static PyTypeObject *__pyx_ptype_3_sa_IntList = 0;
+static PyTypeObject *__pyx_ptype_3_sa_StringMap = 0;
+static PyTypeObject *__pyx_ptype_3_sa_DataArray = 0;
+static PyTypeObject *__pyx_ptype_3_sa_Alignment = 0;
+static PyTypeObject *__pyx_ptype_3_sa_BiLex = 0;
+static PyTypeObject *__pyx_ptype_3_sa_BitSetIterator = 0;
+static PyTypeObject *__pyx_ptype_3_sa_BitSet = 0;
+static PyTypeObject *__pyx_ptype_3_sa_VEBIterator = 0;
+static PyTypeObject *__pyx_ptype_3_sa_VEB = 0;
+static PyTypeObject *__pyx_ptype_3_sa_LCP = 0;
+static PyTypeObject *__pyx_ptype_3_sa_Alphabet = 0;
+static PyTypeObject *__pyx_ptype_3_sa_TrieMap = 0;
+static PyTypeObject *__pyx_ptype_3_sa_Precomputation = 0;
+static PyTypeObject *__pyx_ptype_3_sa_SuffixArray = 0;
+static PyTypeObject *__pyx_ptype_3_sa_TrieNode = 0;
+static PyTypeObject *__pyx_ptype_3_sa_ExtendedTrieNode = 0;
+static PyTypeObject *__pyx_ptype_3_sa_TrieTable = 0;
+static PyTypeObject *__pyx_ptype_3_sa_PhraseLocation = 0;
+static PyTypeObject *__pyx_ptype_3_sa_Sampler = 0;
+static PyTypeObject *__pyx_ptype_3_sa_HieroCachingRuleFactory = 0;
+static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct__read_bitext = 0;
+static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_1_genexpr = 0;
+static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_2_compute_stats = 0;
+static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_3___iter__ = 0;
+static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_4_input = 0;
+static int __pyx_v_3_sa_MIN_BOTTOM_SIZE;
+static int __pyx_v_3_sa_MIN_BOTTOM_BITS;
+static int __pyx_v_3_sa_LOWER_MASK[32];
+static int __pyx_v_3_sa_INDEX_SHIFT;
+static int __pyx_v_3_sa_INDEX_MASK;
+static struct __pyx_obj_3_sa_Alphabet *__pyx_v_3_sa_ALPHABET = 0;
+static int __pyx_v_3_sa_PRECOMPUTE;
+static int __pyx_v_3_sa_MERGE;
+static int __pyx_v_3_sa_BAEZA_YATES;
+static int __pyx_v_3_sa_EPSILON;
+static char *__pyx_f_3_sa_sym_tostring(int); /*proto*/
+static int __pyx_f_3_sa_sym_isvar(int); /*proto*/
+static int __pyx_f_3_sa_sym_getindex(int); /*proto*/
+static float __pyx_f_3_sa_monitor_cpu(void); /*proto*/
+static struct __pyx_t_3_sa__node *__pyx_f_3_sa_new_node(int); /*proto*/
+static PyObject *__pyx_f_3_sa_del_node(struct __pyx_t_3_sa__node *); /*proto*/
+static int *__pyx_f_3_sa_get_val(struct __pyx_t_3_sa__node *, int); /*proto*/
+static void __pyx_f_3_sa__init_lower_mask(void); /*proto*/
+static struct __pyx_t_3_sa__BitSet *__pyx_f_3_sa_new_BitSet(void); /*proto*/
+static int __pyx_f_3_sa_bitset_findsucc(struct __pyx_t_3_sa__BitSet *, int); /*proto*/
+static int __pyx_f_3_sa_bitset_insert(struct __pyx_t_3_sa__BitSet *, int); /*proto*/
+static int __pyx_f_3_sa_bitset_contains(struct __pyx_t_3_sa__BitSet *, int); /*proto*/
+static PyObject *__pyx_f_3_sa_dec2bin(long); /*proto*/
+static struct __pyx_t_3_sa__VEB *__pyx_f_3_sa_new_VEB(int); /*proto*/
+static int __pyx_f_3_sa_VEB_insert(struct __pyx_t_3_sa__VEB *, int); /*proto*/
+static PyObject *__pyx_f_3_sa_del_VEB(struct __pyx_t_3_sa__VEB *); /*proto*/
+static int __pyx_f_3_sa_VEB_findsucc(struct __pyx_t_3_sa__VEB *, int); /*proto*/
+static int __pyx_f_3_sa_VEB_contains(struct __pyx_t_3_sa__VEB *, int); /*proto*/
+static int __pyx_f_3_sa_sym_setindex(int, int); /*proto*/
+static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_new_trie_node(void); /*proto*/
+static struct __pyx_t_3_sa__Trie_Edge *__pyx_f_3_sa_new_trie_edge(int); /*proto*/
+static PyObject *__pyx_f_3_sa_free_trie_node(struct __pyx_t_3_sa__Trie_Node *); /*proto*/
+static PyObject *__pyx_f_3_sa_free_trie_edge(struct __pyx_t_3_sa__Trie_Edge *); /*proto*/
+static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_find(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/
+static PyObject *__pyx_f_3_sa_trie_node_data_append(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/
+static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_insert(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/
+static PyObject *__pyx_f_3_sa_trie_node_to_map(struct __pyx_t_3_sa__Trie_Node *, PyObject *, PyObject *, int); /*proto*/
+static PyObject *__pyx_f_3_sa_trie_edge_to_map(struct __pyx_t_3_sa__Trie_Edge *, PyObject *, PyObject *, int); /*proto*/
+static void __pyx_f_3_sa_assign_matching(struct __pyx_t_3_sa_Matching *, int *, int, int, int *); /*proto*/
+static int *__pyx_f_3_sa_append_combined_matching(int *, struct __pyx_t_3_sa_Matching *, struct __pyx_t_3_sa_Matching *, int, int, int *); /*proto*/
+static int *__pyx_f_3_sa_extend_arr(int *, int *, int *, int); /*proto*/
+static int __pyx_f_3_sa_median(int, int, int); /*proto*/
+static void __pyx_f_3_sa_find_comparable_matchings(int, int, int *, int, int, int *, int *); /*proto*/
+#define __Pyx_MODULE_NAME "_sa"
+int __pyx_module_is_main__sa = 0;
+
+/* Implementation of '_sa' */
+static PyObject *__pyx_builtin_open;
+static PyObject *__pyx_builtin_IndexError;
+static PyObject *__pyx_builtin_range;
+static PyObject *__pyx_builtin_TypeError;
+static PyObject *__pyx_builtin_enumerate;
+static PyObject *__pyx_builtin_map;
+static PyObject *__pyx_builtin_Exception;
+static PyObject *__pyx_builtin_zip;
+static PyObject *__pyx_builtin_StopIteration;
+static PyObject *__pyx_builtin_cmp;
+static PyObject *__pyx_builtin_ValueError;
+static PyObject *__pyx_builtin_sorted;
+static PyObject *__pyx_pf_3_sa_gzip_or_text(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_filename); /* proto */
+static int __pyx_pf_3_sa_9FloatList___cinit__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */
+static void __pyx_pf_3_sa_9FloatList_2__dealloc__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_9FloatList_4__getitem__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static int __pyx_pf_3_sa_9FloatList_6__setitem__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */
+static Py_ssize_t __pyx_pf_3_sa_9FloatList_8__len__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_9FloatList_10append(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, float __pyx_v_val); /* proto */
+static PyObject *__pyx_pf_3_sa_9FloatList_12write(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_9FloatList_14read(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static int __pyx_pf_3_sa_7IntList___cinit__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_2__str__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_4index(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_val); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_6partition(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_8_doquicksort(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_10sort(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_12reset(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */
+static void __pyx_pf_3_sa_7IntList_14__dealloc__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_16__getitem__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_index); /* proto */
+static int __pyx_pf_3_sa_7IntList_18__setitem__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */
+static Py_ssize_t __pyx_pf_3_sa_7IntList_20__len__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_22getSize(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_24append(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_26extend(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_28write(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_7IntList_30read(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static int __pyx_pf_3_sa_9StringMap___cinit__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */
+static void __pyx_pf_3_sa_9StringMap_2__dealloc__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_9DataArray___cinit__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side, int __pyx_v_use_sent_id); /* proto */
+static Py_ssize_t __pyx_pf_3_sa_9DataArray_2__len__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_4getSentId(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_6getSent(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_8getSentPos(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_10get_id(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_word); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_12get_word(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_id); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_14write_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_16read_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_11read_bitext_genexpr(PyObject *__pyx_self); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_18read_bitext(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename, int __pyx_v_side); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_20read_text_data(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_data); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_22read_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_24write_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_26write_enhanced_handle(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f); /* proto */
+static PyObject *__pyx_pf_3_sa_9DataArray_28write_enhanced(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_9Alignment_unlink(CYTHON_UNUSED struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_link); /* proto */
+static PyObject *__pyx_pf_3_sa_9Alignment_2get_sent_links(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id); /* proto */
+static int __pyx_pf_3_sa_9Alignment_4__cinit__(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */
+static PyObject *__pyx_pf_3_sa_9Alignment_6read_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_9Alignment_8read_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_9Alignment_10write_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_9Alignment_12write_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_9Alignment_16alignment(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static int __pyx_pf_3_sa_5BiLex___cinit__(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_from_text, PyObject *__pyx_v_from_data, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_earray, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_alignment); /* proto */
+static PyObject *__pyx_pf_3_sa_5BiLex_2write_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_5BiLex_4read_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_5BiLex_6get_e_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_eword); /* proto */
+static PyObject *__pyx_pf_3_sa_5BiLex_8get_f_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword); /* proto */
+static PyObject *__pyx_pf_3_sa_5BiLex_10read_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_5BiLex_14get_score(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword, PyObject *__pyx_v_eword, PyObject *__pyx_v_col); /* proto */
+static PyObject *__pyx_pf_3_sa_5BiLex_16write_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_14BitSetIterator___next__(struct __pyx_obj_3_sa_BitSetIterator *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_6BitSet___cinit__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */
+static void __pyx_pf_3_sa_6BitSet_2__dealloc__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_6BitSet_4__iter__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_6BitSet_6insert(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_6BitSet_8findsucc(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_6BitSet_10__str__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_6BitSet_12min(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_6BitSet_14max(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */
+static Py_ssize_t __pyx_pf_3_sa_6BitSet_16__len__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_6BitSet_18__contains__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_11VEBIterator___next__(struct __pyx_obj_3_sa_VEBIterator *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_3VEB___cinit__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, int __pyx_v_size); /* proto */
+static void __pyx_pf_3_sa_3VEB_2__dealloc__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_3VEB_4__iter__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_3VEB_6insert(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_3VEB_8findsucc(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static Py_ssize_t __pyx_pf_3_sa_3VEB_10__len__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_3VEB_12__contains__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static int __pyx_pf_3_sa_3LCP___cinit__(struct __pyx_obj_3_sa_LCP *__pyx_v_self, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sa); /* proto */
+static PyObject *__pyx_pf_3_sa_3LCP_2compute_stats(struct __pyx_obj_3_sa_LCP *__pyx_v_self, int __pyx_v_max_n); /* proto */
+static int __pyx_pf_3_sa_8Alphabet___cinit__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */
+static void __pyx_pf_3_sa_8Alphabet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_8Alphabet_9terminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_8Alphabet_12nonterminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_2sym_fromstring(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_string, int __pyx_v_terminal); /* proto */
+static int __pyx_pf_3_sa_6Phrase___cinit__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_words); /* proto */
+static void __pyx_pf_3_sa_6Phrase_2__dealloc__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_4__str__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_6handle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_8strhandle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_10arity(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_12getvarpos(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_14getvar(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_16clen(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_k); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_18getchunk(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_ci); /* proto */
+#if PY_MAJOR_VERSION < 3
+static int __pyx_pf_3_sa_6Phrase_20__cmp__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
+#endif
+static Py_hash_t __pyx_pf_3_sa_6Phrase_22__hash__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */
+static Py_ssize_t __pyx_pf_3_sa_6Phrase_24__len__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_26__getitem__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_28__iter__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_31subst(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_children); /* proto */
+static PyObject *__pyx_pf_3_sa_6Phrase_5words___get__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_4Rule___cinit__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, int __pyx_v_lhs, struct __pyx_obj_3_sa_Phrase *__pyx_v_f, struct __pyx_obj_3_sa_Phrase *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_word_alignments); /* proto */
+static void __pyx_pf_3_sa_4Rule_2__dealloc__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */
+static Py_hash_t __pyx_pf_3_sa_4Rule_4__hash__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */
+#if PY_MAJOR_VERSION < 3
+static int __pyx_pf_3_sa_4Rule_6__cmp__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Rule *__pyx_v_other); /* proto */
+#endif
+static PyObject *__pyx_pf_3_sa_4Rule_8__iadd__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Rule *__pyx_v_other); /* proto */
+static PyObject *__pyx_pf_3_sa_4Rule_10fmerge(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Phrase *__pyx_v_f); /* proto */
+static PyObject *__pyx_pf_3_sa_4Rule_12arity(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_4Rule_14__str__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_4Rule_6scores___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_4Rule_6scores_2__set__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, PyObject *__pyx_v_s); /* proto */
+static PyObject *__pyx_pf_3_sa_4Rule_3lhs___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_4Rule_3lhs_2__set__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_3_sa_4Rule_1f___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_4Rule_1e___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_4Rule_15word_alignments___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_4Rule_15word_alignments_2__set__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_3_sa_4Rule_15word_alignments_4__del__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_7TrieMap___cinit__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, int __pyx_v_alphabet_size); /* proto */
+static void __pyx_pf_3_sa_7TrieMap_2__dealloc__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_7TrieMap_4insert(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */
+static PyObject *__pyx_pf_3_sa_7TrieMap_6contains(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */
+static PyObject *__pyx_pf_3_sa_7TrieMap_8toMap(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_flag); /* proto */
+static int __pyx_pf_3_sa_14Precomputation___cinit__(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_from_stats, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_precompute_rank, PyObject *__pyx_v_precompute_secondary_rank, PyObject *__pyx_v_max_length, PyObject *__pyx_v_max_nonterminals, PyObject *__pyx_v_train_max_initial_size, PyObject *__pyx_v_train_min_gap_size); /* proto */
+static PyObject *__pyx_pf_3_sa_14Precomputation_2read_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_14Precomputation_4write_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_14Precomputation_6precompute(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_stats, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sarray); /* proto */
+static int __pyx_pf_3_sa_11SuffixArray___cinit__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side); /* proto */
+static PyObject *__pyx_pf_3_sa_11SuffixArray_2__getitem__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_11SuffixArray_4getSentId(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_11SuffixArray_6getSent(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
+static PyObject *__pyx_pf_3_sa_11SuffixArray_8getSentPos(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */
+static PyObject *__pyx_pf_3_sa_11SuffixArray_10read_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_filename, PyObject *__pyx_v_side); /* proto */
+static PyObject *__pyx_pf_3_sa_11SuffixArray_12q3sort(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, int __pyx_v_h, struct __pyx_obj_3_sa_IntList *__pyx_v_isa, PyObject *__pyx_v_pad); /* proto */
+static PyObject *__pyx_pf_3_sa_11SuffixArray_14write_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_11SuffixArray_16read_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_11SuffixArray_18write_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_11SuffixArray_20write_enhanced(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */
+static PyObject *__pyx_pf_3_sa_11SuffixArray_22lookup(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_word, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high); /* proto */
+static int __pyx_pf_3_sa_8TrieNode___cinit__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_8TrieNode_8children___get__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_8TrieNode_8children_2__set__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_3_sa_8TrieNode_8children_4__del__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_16ExtendedTrieNode___cinit__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_phrase, PyObject *__pyx_v_phrase_location, PyObject *__pyx_v_suffix_link); /* proto */
+static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_6phrase___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_9TrieTable___cinit__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_extended); /* proto */
+static PyObject *__pyx_pf_3_sa_9TrieTable_8extended___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_9TrieTable_8extended_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_3_sa_9TrieTable_5count___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_9TrieTable_5count_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_3_sa_9TrieTable_4root___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_9TrieTable_4root_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_3_sa_9TrieTable_4root_4__del__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */
+static int __pyx_pf_3_sa_14PhraseLocation___cinit__(struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_self, int __pyx_v_sa_low, int __pyx_v_sa_high, int __pyx_v_arr_low, int __pyx_v_arr_high, PyObject *__pyx_v_arr, int __pyx_v_num_subpatterns); /* proto */
+static int __pyx_pf_3_sa_7Sampler___cinit__(struct __pyx_obj_3_sa_Sampler *__pyx_v_self, int __pyx_v_sample_size, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray); /* proto */
+static PyObject *__pyx_pf_3_sa_7Sampler_2sample(struct __pyx_obj_3_sa_Sampler *__pyx_v_self, struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_phrase_location); /* proto */
+static int __pyx_pf_3_sa_23HieroCachingRuleFactory___cinit__(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_Alignment *__pyx_v_alignment, float __pyx_v_by_slack_factor, char *__pyx_v_category, PyObject *__pyx_v_max_chunks, unsigned int __pyx_v_max_initial_size, unsigned int __pyx_v_max_length, unsigned int __pyx_v_max_nonterminals, PyObject *__pyx_v_max_target_chunks, PyObject *__pyx_v_max_target_length, unsigned int __pyx_v_min_gap_size, PyObject *__pyx_v_precompute_file, unsigned int __pyx_v_precompute_secondary_rank, unsigned int __pyx_v_precompute_rank, int __pyx_v_require_aligned_terminal, int __pyx_v_require_aligned_chunks, unsigned int __pyx_v_train_max_initial_size, unsigned int __pyx_v_train_min_gap_size, int __pyx_v_tight_phrases, int __pyx_v_use_baeza_yates, int __pyx_v_use_collocations, int __pyx_v_use_index); /* proto */
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_2configure(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray, struct __pyx_obj_3_sa_DataArray *__pyx_v_edarray, struct __pyx_obj_3_sa_Sampler *__pyx_v_sampler); /* proto */
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_4pattern2phrase(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_6pattern2phrase_plus(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_10get_precomputed_collocation(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_phrase); /* proto */
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_12advance(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_frontier, PyObject *__pyx_v_res, PyObject *__pyx_v_fwords); /* proto */
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_14get_all_nodes_isteps_away(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_skip, PyObject *__pyx_v_i, PyObject *__pyx_v_spanlen, PyObject *__pyx_v_pathlen, PyObject *__pyx_v_fwords, PyObject *__pyx_v_next_states, PyObject *__pyx_v_reachable_buffer); /* proto */
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_16reachable(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_dist); /* proto */
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_18shortest(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_ito); /* proto */
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_20get_next_states(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v__columns, PyObject *__pyx_v_curr_idx, PyObject *__pyx_v_min_dist); /* proto */
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_22input(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_models); /* proto */
+static char __pyx_k_1[] = ".gz";
+static char __pyx_k_2[] = "Requested index %d of %d-length FloatList";
+static char __pyx_k_3[] = "IntList[";
+static char __pyx_k_4[] = ",";
+static char __pyx_k_5[] = "]";
+static char __pyx_k_6[] = "len=";
+static char __pyx_k_7[] = "Requested index %d of %d-length IntList";
+static char __pyx_k_8[] = "Requested index %d:%d of %d-length IntList";
+static char __pyx_k_9[] = "Illegal key type %s for IntList";
+static char __pyx_k_13[] = "%s ";
+static char __pyx_k_14[] = "\n";
+static char __pyx_k_18[] = " ||| ";
+static char __pyx_k_21[] = "%d ";
+static char __pyx_k_25[] = "%s %d ";
+static char __pyx_k_27[] = "write_enhanced_handle";
+static char __pyx_k_31[] = "-";
+static char __pyx_k_35[] = "%d-%d ";
+static char __pyx_k_42[] = "%d-%d out of bounds (I=%d,J=%d) in line %d\n";
+static char __pyx_k_45[] = "";
+static char __pyx_k_46[] = "Sort error in CLex";
+static char __pyx_k_48[] = " ";
+static char __pyx_k_50[] = "%d %f %f ";
+static char __pyx_k_52[] = "%d %s ";
+static char __pyx_k_56[] = "%s %s %.6f %.6f\n";
+static char __pyx_k_58[] = " (";
+static char __pyx_k_59[] = ")";
+static char __pyx_k_60[] = "Constructing LCP array";
+static char __pyx_k_62[] = "LCP array completed";
+static char __pyx_k_64[] = "[%s,%d]";
+static char __pyx_k_65[] = "[%s]";
+static char __pyx_k_66[] = "\\";
+static char __pyx_k_67[] = " ";
+static char __pyx_k_68[] = "Invalid LHS symbol: %d";
+static char __pyx_k_69[] = "%d-%d";
+static char __pyx_k_70[] = "precompute_secondary_rank";
+static char __pyx_k_71[] = "train_max_initial_size";
+static char __pyx_k_72[] = "Precomputing frequent intersections";
+static char __pyx_k_74[] = " Computing inverted indexes...";
+static char __pyx_k_76[] = " Computing collocations...";
+static char __pyx_k_78[] = " %d sentences";
+static char __pyx_k_83[] = "X ";
+static char __pyx_k_84[] = "ERROR: unexpected pattern %s in set of precomputed collocations";
+static char __pyx_k_85[] = "RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d";
+static char __pyx_k_86[] = "Precomputed collocations for %d patterns out of %d possible (upper bound %d)";
+static char __pyx_k_87[] = "Precomputed inverted index for %d patterns ";
+static char __pyx_k_88[] = "Precomputation took %f seconds";
+static char __pyx_k_89[] = " Bucket sort took %f seconds";
+static char __pyx_k_90[] = " Refining, sort depth = %d";
+static char __pyx_k_91[] = " Refinement took %f seconds";
+static char __pyx_k_92[] = " Finalizing sort...";
+static char __pyx_k_94[] = "Suffix array construction took %f seconds";
+static char __pyx_k_95[] = "Unexpected condition found in q3sort: sort from %d to %d";
+static char __pyx_k__0[] = "0";
+static char __pyx_k__1[] = "1";
+static char __pyx_k__e[] = "e";
+static char __pyx_k__f[] = "f";
+static char __pyx_k__h[] = "h";
+static char __pyx_k__i[] = "i";
+static char __pyx_k__j[] = "j";
+static char __pyx_k__r[] = "r";
+static char __pyx_k__w[] = "w";
+static char __pyx_k_100[] = "Sampling strategy: uniform, max sample size = %d";
+static char __pyx_k_101[] = "Sampling strategy: no sampling";
+static char __pyx_k_103[] = "require_aligned_terminal";
+static char __pyx_k_104[] = "require_aligned_chunks";
+static char __pyx_k_105[] = "[X]";
+static char __pyx_k_106[] = "Must specify an alignment object";
+static char __pyx_k_108[] = "Reading precomputed data from file %s... ";
+static char __pyx_k_109[] = "Precomputation done with max nonterminals %d, decoder uses %d";
+static char __pyx_k_110[] = "Precomputation done with max terminals %d, decoder uses %d";
+static char __pyx_k_111[] = "Precomputation done with max initial size %d, decoder uses %d";
+static char __pyx_k_112[] = "Precomputation done with min gap size %d, decoder uses %d";
+static char __pyx_k_113[] = "Converting %d hash keys on precomputed inverted index... ";
+static char __pyx_k_114[] = "Converting %d hash keys on precomputed collocations... ";
+static char __pyx_k_115[] = "Processing precomputations took %f seconds";
+static char __pyx_k_116[] = "{";
+ static char __pyx_k_117[] = "(";
+static char __pyx_k_118[] = "}";
+static char __pyx_k_119[] = "get_precomputed_collocation";
+static char __pyx_k_120[] = "double binary";
+static char __pyx_k_121[] = "Keyword trie error";
+static char __pyx_k_123[] = "get_all_nodes_isteps_away";
+static char __pyx_k_124[] = "Total time for rule lookup, extraction, and scoring = %f seconds";
+static char __pyx_k_125[] = " Extract time = %f seconds";
+static char __pyx_k_126[] = "No aligned terminals";
+static char __pyx_k_127[] = "Unaligned chunk";
+static char __pyx_k_128[] = "Gaps are not tight phrases";
+static char __pyx_k_129[] = "Inside edges of preceding subphrase are not tight";
+static char __pyx_k_130[] = "Inside edges of following subphrase are not tight";
+static char __pyx_k_131[] = "Subphrase [%d, %d] failed integrity check";
+static char __pyx_k_132[] = "Didn't extract anything from [%d, %d] -> [%d, %d]";
+static char __pyx_k_133[] = "Unable to extract basic phrase";
+static char __pyx_k_136[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/_sa.pyx";
+static char __pyx_k_137[] = "cdec.sa";
+static char __pyx_k_141[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi";
+static char __pyx_k_142[] = "*EPS*";
+static char __pyx_k__gc[] = "gc";
+static char __pyx_k__sa[] = "sa";
+static char __pyx_k___sa[] = "_sa";
+static char __pyx_k__arr[] = "arr";
+static char __pyx_k__cmp[] = "cmp";
+static char __pyx_k__col[] = "col";
+static char __pyx_k__end[] = "end";
+static char __pyx_k__isa[] = "isa";
+static char __pyx_k__ito[] = "ito";
+static char __pyx_k__lhs[] = "lhs";
+static char __pyx_k__low[] = "low";
+static char __pyx_k__map[] = "map";
+static char __pyx_k__pad[] = "pad";
+static char __pyx_k__res[] = "res";
+static char __pyx_k__zip[] = "zip";
+static char __pyx_k__NULL[] = "NULL";
+static char __pyx_k__dist[] = "dist";
+static char __pyx_k__gzip[] = "gzip";
+static char __pyx_k__high[] = "high";
+static char __pyx_k__info[] = "info";
+static char __pyx_k__join[] = "join";
+static char __pyx_k__open[] = "open";
+static char __pyx_k__seek[] = "seek";
+static char __pyx_k__side[] = "side";
+static char __pyx_k__size[] = "size";
+static char __pyx_k__skip[] = "skip";
+static char __pyx_k__stop[] = "stop";
+static char __pyx_k__warn[] = "warn";
+static char __pyx_k__word[] = "word";
+static char __pyx_k___SEP_[] = "_SEP_";
+static char __pyx_k__arity[] = "arity";
+static char __pyx_k__debug[] = "debug";
+static char __pyx_k__eword[] = "eword";
+static char __pyx_k__fword[] = "fword";
+static char __pyx_k__ifrom[] = "ifrom";
+static char __pyx_k__index[] = "index";
+static char __pyx_k__merge[] = "merge";
+static char __pyx_k__range[] = "range";
+static char __pyx_k__reset[] = "reset";
+static char __pyx_k__split[] = "split";
+static char __pyx_k__start[] = "start";
+static char __pyx_k__stats[] = "stats";
+static char __pyx_k__toMap[] = "toMap";
+static char __pyx_k__words[] = "words";
+static char __pyx_k__write[] = "write";
+static char __pyx_k__earray[] = "earray";
+static char __pyx_k__extend[] = "extend";
+static char __pyx_k__fwords[] = "fwords";
+static char __pyx_k__get_id[] = "get_id";
+static char __pyx_k__insert[] = "insert";
+static char __pyx_k__logger[] = "logger";
+static char __pyx_k__lookup[] = "lookup";
+static char __pyx_k__models[] = "models";
+static char __pyx_k__offset[] = "offset";
+static char __pyx_k__phrase[] = "phrase";
+static char __pyx_k__q3sort[] = "q3sort";
+static char __pyx_k__sa_low[] = "sa_low";
+static char __pyx_k__sample[] = "sample";
+static char __pyx_k__sarray[] = "sarray";
+static char __pyx_k__scores[] = "scores";
+static char __pyx_k__sorted[] = "sorted";
+static char __pyx_k__source[] = "source";
+static char __pyx_k__string[] = "string";
+static char __pyx_k__unlink[] = "unlink";
+static char __pyx_k__advance[] = "advance";
+static char __pyx_k__arr_low[] = "arr_low";
+static char __pyx_k__collect[] = "collect";
+static char __pyx_k__edarray[] = "edarray";
+static char __pyx_k__fsarray[] = "fsarray";
+static char __pyx_k__getSent[] = "getSent";
+static char __pyx_k__logging[] = "logging";
+static char __pyx_k__pathlen[] = "pathlen";
+static char __pyx_k__sa_high[] = "sa_high";
+static char __pyx_k__sampler[] = "sampler";
+static char __pyx_k__spanlen[] = "spanlen";
+static char __pyx_k__GzipFile[] = "GzipFile";
+static char __pyx_k____exit__[] = "__exit__";
+static char __pyx_k____main__[] = "__main__";
+static char __pyx_k____test__[] = "__test__";
+static char __pyx_k___columns[] = "_columns";
+static char __pyx_k__arr_high[] = "arr_high";
+static char __pyx_k__category[] = "category";
+static char __pyx_k__children[] = "children";
+static char __pyx_k__curr_idx[] = "curr_idx";
+static char __pyx_k__extended[] = "extended";
+static char __pyx_k__filename[] = "filename";
+static char __pyx_k__frontier[] = "frontier";
+static char __pyx_k__get_e_id[] = "get_e_id";
+static char __pyx_k__get_f_id[] = "get_f_id";
+static char __pyx_k__get_word[] = "get_word";
+static char __pyx_k__getchunk[] = "getchunk";
+static char __pyx_k__min_dist[] = "min_dist";
+static char __pyx_k__resource[] = "resource";
+static char __pyx_k__ru_stime[] = "ru_stime";
+static char __pyx_k__ru_utime[] = "ru_utime";
+static char __pyx_k__shortest[] = "shortest";
+static char __pyx_k__terminal[] = "terminal";
+static char __pyx_k__Exception[] = "Exception";
+static char __pyx_k__TypeError[] = "TypeError";
+static char __pyx_k____enter__[] = "__enter__";
+static char __pyx_k__alignment[] = "alignment";
+static char __pyx_k__enumerate[] = "enumerate";
+static char __pyx_k__from_data[] = "from_data";
+static char __pyx_k__from_text[] = "from_text";
+static char __pyx_k__getLogger[] = "getLogger";
+static char __pyx_k__getSentId[] = "getSentId";
+static char __pyx_k__getrusage[] = "getrusage";
+static char __pyx_k__increment[] = "increment";
+static char __pyx_k__iteritems[] = "iteritems";
+static char __pyx_k__partition[] = "partition";
+static char __pyx_k__reachable[] = "reachable";
+static char __pyx_k__read_text[] = "read_text";
+static char __pyx_k__use_index[] = "use_index";
+static char __pyx_k__IndexError[] = "IndexError";
+static char __pyx_k__ValueError[] = "ValueError";
+static char __pyx_k__from_stats[] = "from_stats";
+static char __pyx_k__getSentPos[] = "getSentPos";
+static char __pyx_k__max_chunks[] = "max_chunks";
+static char __pyx_k__max_length[] = "max_length";
+static char __pyx_k__precompute[] = "precompute";
+static char __pyx_k__setdefault[] = "setdefault";
+static char __pyx_k__write_text[] = "write_text";
+static char __pyx_k__END_OF_FILE[] = "END_OF_FILE";
+static char __pyx_k__END_OF_LINE[] = "END_OF_LINE";
+static char __pyx_k__RUSAGE_SELF[] = "RUSAGE_SELF";
+static char __pyx_k__from_binary[] = "from_binary";
+static char __pyx_k__initial_len[] = "initial_len";
+static char __pyx_k__next_states[] = "next_states";
+static char __pyx_k__precomputed[] = "precomputed";
+static char __pyx_k__read_binary[] = "read_binary";
+static char __pyx_k__read_bitext[] = "read_bitext";
+static char __pyx_k__sample_size[] = "sample_size";
+static char __pyx_k__suffix_link[] = "suffix_link";
+static char __pyx_k__use_sent_id[] = "use_sent_id";
+static char __pyx_k___doquicksort[] = "_doquicksort";
+static char __pyx_k__gzip_or_text[] = "gzip_or_text";
+static char __pyx_k__min_gap_size[] = "min_gap_size";
+static char __pyx_k__StopIteration[] = "StopIteration";
+static char __pyx_k__alphabet_size[] = "alphabet_size";
+static char __pyx_k__tight_phrases[] = "tight_phrases";
+static char __pyx_k__pattern2phrase[] = "pattern2phrase";
+static char __pyx_k__read_text_data[] = "read_text_data";
+static char __pyx_k__sym_fromstring[] = "sym_fromstring";
+static char __pyx_k__by_slack_factor[] = "by_slack_factor";
+static char __pyx_k__get_next_states[] = "get_next_states";
+static char __pyx_k__num_subpatterns[] = "num_subpatterns";
+static char __pyx_k__phrase_location[] = "phrase_location";
+static char __pyx_k__precompute_file[] = "precompute_file";
+static char __pyx_k__precompute_rank[] = "precompute_rank";
+static char __pyx_k__use_baeza_yates[] = "use_baeza_yates";
+static char __pyx_k__word_alignments[] = "word_alignments";
+static char __pyx_k__max_initial_size[] = "max_initial_size";
+static char __pyx_k__max_nonterminals[] = "max_nonterminals";
+static char __pyx_k__reachable_buffer[] = "reachable_buffer";
+static char __pyx_k__use_collocations[] = "use_collocations";
+static char __pyx_k__max_target_chunks[] = "max_target_chunks";
+static char __pyx_k__max_target_length[] = "max_target_length";
+static char __pyx_k__train_min_gap_size[] = "train_min_gap_size";
+static char __pyx_k__pattern2phrase_plus[] = "pattern2phrase_plus";
+static PyObject *__pyx_kp_s_1;
+static PyObject *__pyx_kp_s_100;
+static PyObject *__pyx_kp_s_101;
+static PyObject *__pyx_n_s_103;
+static PyObject *__pyx_n_s_104;
+static PyObject *__pyx_kp_s_106;
+static PyObject *__pyx_kp_s_108;
+static PyObject *__pyx_kp_s_109;
+static PyObject *__pyx_kp_s_110;
+static PyObject *__pyx_kp_s_111;
+static PyObject *__pyx_kp_s_112;
+static PyObject *__pyx_kp_s_113;
+static PyObject *__pyx_kp_s_114;
+static PyObject *__pyx_kp_s_115;
+static PyObject *__pyx_kp_s_116;
+static PyObject *__pyx_kp_s_117;
+static PyObject *__pyx_kp_s_118;
+static PyObject *__pyx_n_s_119;
+static PyObject *__pyx_kp_s_120;
+static PyObject *__pyx_kp_s_121;
+static PyObject *__pyx_n_s_123;
+static PyObject *__pyx_kp_s_124;
+static PyObject *__pyx_kp_s_125;
+static PyObject *__pyx_kp_s_126;
+static PyObject *__pyx_kp_s_127;
+static PyObject *__pyx_kp_s_128;
+static PyObject *__pyx_kp_s_129;
+static PyObject *__pyx_kp_s_13;
+static PyObject *__pyx_kp_s_130;
+static PyObject *__pyx_kp_s_131;
+static PyObject *__pyx_kp_s_132;
+static PyObject *__pyx_kp_s_133;
+static PyObject *__pyx_kp_s_136;
+static PyObject *__pyx_kp_s_137;
+static PyObject *__pyx_kp_s_14;
+static PyObject *__pyx_kp_s_141;
+static PyObject *__pyx_kp_s_142;
+static PyObject *__pyx_kp_s_18;
+static PyObject *__pyx_kp_s_2;
+static PyObject *__pyx_kp_s_21;
+static PyObject *__pyx_kp_s_25;
+static PyObject *__pyx_n_s_27;
+static PyObject *__pyx_kp_s_3;
+static PyObject *__pyx_kp_s_31;
+static PyObject *__pyx_kp_s_35;
+static PyObject *__pyx_kp_s_4;
+static PyObject *__pyx_kp_s_42;
+static PyObject *__pyx_kp_s_45;
+static PyObject *__pyx_kp_s_46;
+static PyObject *__pyx_kp_s_48;
+static PyObject *__pyx_kp_s_5;
+static PyObject *__pyx_kp_s_50;
+static PyObject *__pyx_kp_s_52;
+static PyObject *__pyx_kp_s_56;
+static PyObject *__pyx_kp_s_58;
+static PyObject *__pyx_kp_s_59;
+static PyObject *__pyx_kp_s_6;
+static PyObject *__pyx_kp_s_60;
+static PyObject *__pyx_kp_s_62;
+static PyObject *__pyx_kp_s_64;
+static PyObject *__pyx_kp_s_65;
+static PyObject *__pyx_kp_s_66;
+static PyObject *__pyx_kp_s_67;
+static PyObject *__pyx_kp_s_68;
+static PyObject *__pyx_kp_s_69;
+static PyObject *__pyx_kp_s_7;
+static PyObject *__pyx_n_s_70;
+static PyObject *__pyx_n_s_71;
+static PyObject *__pyx_kp_s_72;
+static PyObject *__pyx_kp_s_74;
+static PyObject *__pyx_kp_s_76;
+static PyObject *__pyx_kp_s_78;
+static PyObject *__pyx_kp_s_8;
+static PyObject *__pyx_kp_s_83;
+static PyObject *__pyx_kp_s_84;
+static PyObject *__pyx_kp_s_85;
+static PyObject *__pyx_kp_s_86;
+static PyObject *__pyx_kp_s_87;
+static PyObject *__pyx_kp_s_88;
+static PyObject *__pyx_kp_s_89;
+static PyObject *__pyx_kp_s_9;
+static PyObject *__pyx_kp_s_90;
+static PyObject *__pyx_kp_s_91;
+static PyObject *__pyx_kp_s_92;
+static PyObject *__pyx_kp_s_94;
+static PyObject *__pyx_kp_s_95;
+static PyObject *__pyx_kp_s__0;
+static PyObject *__pyx_kp_s__1;
+static PyObject *__pyx_n_s__END_OF_FILE;
+static PyObject *__pyx_n_s__END_OF_LINE;
+static PyObject *__pyx_n_s__Exception;
+static PyObject *__pyx_n_s__GzipFile;
+static PyObject *__pyx_n_s__IndexError;
+static PyObject *__pyx_n_s__NULL;
+static PyObject *__pyx_n_s__RUSAGE_SELF;
+static PyObject *__pyx_n_s__StopIteration;
+static PyObject *__pyx_n_s__TypeError;
+static PyObject *__pyx_n_s__ValueError;
+static PyObject *__pyx_n_s____enter__;
+static PyObject *__pyx_n_s____exit__;
+static PyObject *__pyx_n_s____main__;
+static PyObject *__pyx_n_s____test__;
+static PyObject *__pyx_n_s___columns;
+static PyObject *__pyx_n_s___doquicksort;
+static PyObject *__pyx_n_s___sa;
+static PyObject *__pyx_n_s__advance;
+static PyObject *__pyx_n_s__alignment;
+static PyObject *__pyx_n_s__alphabet_size;
+static PyObject *__pyx_n_s__arity;
+static PyObject *__pyx_n_s__arr;
+static PyObject *__pyx_n_s__arr_high;
+static PyObject *__pyx_n_s__arr_low;
+static PyObject *__pyx_n_s__by_slack_factor;
+static PyObject *__pyx_n_s__category;
+static PyObject *__pyx_n_s__children;
+static PyObject *__pyx_n_s__cmp;
+static PyObject *__pyx_n_s__col;
+static PyObject *__pyx_n_s__collect;
+static PyObject *__pyx_n_s__curr_idx;
+static PyObject *__pyx_n_s__debug;
+static PyObject *__pyx_n_s__dist;
+static PyObject *__pyx_n_s__e;
+static PyObject *__pyx_n_s__earray;
+static PyObject *__pyx_n_s__edarray;
+static PyObject *__pyx_n_s__end;
+static PyObject *__pyx_n_s__enumerate;
+static PyObject *__pyx_n_s__eword;
+static PyObject *__pyx_n_s__extend;
+static PyObject *__pyx_n_s__extended;
+static PyObject *__pyx_n_s__f;
+static PyObject *__pyx_n_s__filename;
+static PyObject *__pyx_n_s__from_binary;
+static PyObject *__pyx_n_s__from_data;
+static PyObject *__pyx_n_s__from_stats;
+static PyObject *__pyx_n_s__from_text;
+static PyObject *__pyx_n_s__frontier;
+static PyObject *__pyx_n_s__fsarray;
+static PyObject *__pyx_n_s__fword;
+static PyObject *__pyx_n_s__fwords;
+static PyObject *__pyx_n_s__gc;
+static PyObject *__pyx_n_s__getLogger;
+static PyObject *__pyx_n_s__getSent;
+static PyObject *__pyx_n_s__getSentId;
+static PyObject *__pyx_n_s__getSentPos;
+static PyObject *__pyx_n_s__get_e_id;
+static PyObject *__pyx_n_s__get_f_id;
+static PyObject *__pyx_n_s__get_id;
+static PyObject *__pyx_n_s__get_next_states;
+static PyObject *__pyx_n_s__get_word;
+static PyObject *__pyx_n_s__getchunk;
+static PyObject *__pyx_n_s__getrusage;
+static PyObject *__pyx_n_s__gzip;
+static PyObject *__pyx_n_s__gzip_or_text;
+static PyObject *__pyx_n_s__h;
+static PyObject *__pyx_n_s__high;
+static PyObject *__pyx_n_s__i;
+static PyObject *__pyx_n_s__ifrom;
+static PyObject *__pyx_n_s__increment;
+static PyObject *__pyx_n_s__index;
+static PyObject *__pyx_n_s__info;
+static PyObject *__pyx_n_s__initial_len;
+static PyObject *__pyx_n_s__insert;
+static PyObject *__pyx_n_s__isa;
+static PyObject *__pyx_n_s__iteritems;
+static PyObject *__pyx_n_s__ito;
+static PyObject *__pyx_n_s__j;
+static PyObject *__pyx_n_s__join;
+static PyObject *__pyx_n_s__lhs;
+static PyObject *__pyx_n_s__logger;
+static PyObject *__pyx_n_s__logging;
+static PyObject *__pyx_n_s__lookup;
+static PyObject *__pyx_n_s__low;
+static PyObject *__pyx_n_s__map;
+static PyObject *__pyx_n_s__max_chunks;
+static PyObject *__pyx_n_s__max_initial_size;
+static PyObject *__pyx_n_s__max_length;
+static PyObject *__pyx_n_s__max_nonterminals;
+static PyObject *__pyx_n_s__max_target_chunks;
+static PyObject *__pyx_n_s__max_target_length;
+static PyObject *__pyx_n_s__merge;
+static PyObject *__pyx_n_s__min_dist;
+static PyObject *__pyx_n_s__min_gap_size;
+static PyObject *__pyx_n_s__models;
+static PyObject *__pyx_n_s__next_states;
+static PyObject *__pyx_n_s__num_subpatterns;
+static PyObject *__pyx_n_s__offset;
+static PyObject *__pyx_n_s__open;
+static PyObject *__pyx_n_s__pad;
+static PyObject *__pyx_n_s__partition;
+static PyObject *__pyx_n_s__pathlen;
+static PyObject *__pyx_n_s__pattern2phrase;
+static PyObject *__pyx_n_s__pattern2phrase_plus;
+static PyObject *__pyx_n_s__phrase;
+static PyObject *__pyx_n_s__phrase_location;
+static PyObject *__pyx_n_s__precompute;
+static PyObject *__pyx_n_s__precompute_file;
+static PyObject *__pyx_n_s__precompute_rank;
+static PyObject *__pyx_n_s__precomputed;
+static PyObject *__pyx_n_s__q3sort;
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+ __pyx_r = __pyx_v_veb->min_val;
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":283
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+ * b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ * found = 0
+ */
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+
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+ * a = i >> veb.num_bottom_bits
+ * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<<
+ * found = 0
+ * if veb.bottom[a] != NULL:
+ */
+ __pyx_v_b = (__pyx_v_i & (__pyx_v_3_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)]));
+
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+ * if veb.bottom[a] != NULL:
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+ */
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+
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+ * found = 0
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+ */
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+ */
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+ __pyx_L7:;
+ goto __pyx_L6;
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":296
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+ }
+ __pyx_L8:;
+ }
+ __pyx_L6:;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
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+ * found = 1
+ * if found==0: # <<<<<<<<<<<<<<
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":298
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+ */
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+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":299
+ * if found==0:
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ * subv = <_VEB*> veb.top # <<<<<<<<<<<<<<
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+ * else:
+ */
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":300
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ * subv = <_VEB*> veb.top
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+ }
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":323
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+ goto __pyx_L14;
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":326
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+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_queue->__pyx_vtab)->_append(__pyx_v_queue, __pyx_v_l);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":327
+ * queue._append(i)
+ * queue._append(l)
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+ */
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+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":329
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+ * ptr1 = 0
+ */
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+ */
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+ * ptr1 = 0
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":333
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+ * if i1 > -1:
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":334
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+ * if i1 > -1:
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":335
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+ * l1 = queue.arr[ptr1+1]
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+ * ptr2 = ptr1 + 2
+ * while ptr2 < N:
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":337
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+ * while ptr2 < N:
+ * i2 = queue.arr[ptr2]
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+ * ptr2 = ptr1 + 2
+ * while ptr2 < N: # <<<<<<<<<<<<<<
+ * i2 = queue.arr[ptr2]
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":340
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+ * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<<
+ * break
+ * l2 = queue.arr[ptr2+1]
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+ goto __pyx_L20;
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":343
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":344
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":345
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":346
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+ * l1+l2+1 <= self.max_length):
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":347
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+
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":357
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+ * while ptr3 < N:
+ * i3 = queue.arr[ptr3]
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":358
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+ * while ptr3 < N: # <<<<<<<<<<<<<<
+ * i3 = queue.arr[ptr3]
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":359
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+ * if i3 == -1 or i3 - i1 >= self.train_max_initial_size:
+ * break
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":360
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+ * break
+ * l3 = queue.arr[ptr3+1]
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":361
+ * i3 = queue.arr[ptr3]
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+ * break # <<<<<<<<<<<<<<
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+ goto __pyx_L28;
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+ * if (i3 - i2 - l2 >= self.train_min_gap_size and
+ * i3 + l3 - i1 <= self.train_max_initial_size and
+ */
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":363
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+ * if (i3 - i2 - l2 >= self.train_min_gap_size and # <<<<<<<<<<<<<<
+ * i3 + l3 - i1 <= self.train_max_initial_size and
+ * l1+l2+l3+2 <= self.max_length):
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+ __pyx_t_19 = (((__pyx_v_i3 - __pyx_v_i2) - __pyx_v_l2) >= __pyx_v_self->train_min_gap_size);
+ if (__pyx_t_19) {
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":364
+ * l3 = queue.arr[ptr3+1]
+ * if (i3 - i2 - l2 >= self.train_min_gap_size and
+ * i3 + l3 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<<
+ * l1+l2+l3+2 <= self.max_length):
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":365
+ * if (i3 - i2 - l2 >= self.train_min_gap_size and
+ * i3 + l3 - i1 <= self.train_max_initial_size and
+ * l1+l2+l3+2 <= self.max_length): # <<<<<<<<<<<<<<
+ * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL:
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":468
+ * cdef Matching loc1, loc2
+ *
+ * result = <int*> malloc(0*sizeof(int*)) # <<<<<<<<<<<<<<
+ *
+ * d_first = 0
+ */
+ __pyx_v_result = ((int *)malloc((0 * (sizeof(int *)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":470
+ * result = <int*> malloc(0*sizeof(int*))
+ *
+ * d_first = 0 # <<<<<<<<<<<<<<
+ * if high1 - low1 > high2 - low2:
+ * d_first = 1
+ */
+ __pyx_v_d_first = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":471
+ *
+ * d_first = 0
+ * if high1 - low1 > high2 - low2: # <<<<<<<<<<<<<<
+ * d_first = 1
+ *
+ */
+ __pyx_t_1 = ((__pyx_v_high1 - __pyx_v_low1) > (__pyx_v_high2 - __pyx_v_low2));
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":472
+ * d_first = 0
+ * if high1 - low1 > high2 - low2:
+ * d_first = 1 # <<<<<<<<<<<<<<
+ *
+ * # First, check to see if we are at any of the recursive base cases
+ */
+ __pyx_v_d_first = 1;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":476
+ * # First, check to see if we are at any of the recursive base cases
+ * # Case 1: one of the sets is empty
+ * if low1 >= high1 or low2 >= high2: # <<<<<<<<<<<<<<
+ * return result
+ *
+ */
+ __pyx_t_1 = (__pyx_v_low1 >= __pyx_v_high1);
+ if (!__pyx_t_1) {
+ __pyx_t_2 = (__pyx_v_low2 >= __pyx_v_high2);
+ __pyx_t_3 = __pyx_t_2;
+ } else {
+ __pyx_t_3 = __pyx_t_1;
+ }
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":477
+ * # Case 1: one of the sets is empty
+ * if low1 >= high1 or low2 >= high2:
+ * return result # <<<<<<<<<<<<<<
+ *
+ * # Case 2: sets are non-overlapping
+ */
+ __pyx_r = __pyx_v_result;
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":480
+ *
+ * # Case 2: sets are non-overlapping
+ * assign_matching(&loc1, arr1, high1-step1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * assign_matching(&loc2, arr2, low2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == -1:
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, (__pyx_v_high1 - __pyx_v_step1), __pyx_v_step1, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":481
+ * # Case 2: sets are non-overlapping
+ * assign_matching(&loc1, arr1, high1-step1, step1, self.fda.sent_id.arr)
+ * assign_matching(&loc2, arr2, low2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == -1:
+ * return result
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_low2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":482
+ * assign_matching(&loc1, arr1, high1-step1, step1, self.fda.sent_id.arr)
+ * assign_matching(&loc2, arr2, low2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == -1: # <<<<<<<<<<<<<<
+ * return result
+ *
+ */
+ __pyx_t_3 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) == -1);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":483
+ * assign_matching(&loc2, arr2, low2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == -1:
+ * return result # <<<<<<<<<<<<<<
+ *
+ * assign_matching(&loc1, arr1, low1, step1, self.fda.sent_id.arr)
+ */
+ __pyx_r = __pyx_v_result;
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":485
+ * return result
+ *
+ * assign_matching(&loc1, arr1, low1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1:
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_low1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":486
+ *
+ * assign_matching(&loc1, arr1, low1, step1, self.fda.sent_id.arr)
+ * assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1:
+ * return result
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_high2 - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":487
+ * assign_matching(&loc1, arr1, low1, step1, self.fda.sent_id.arr)
+ * assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: # <<<<<<<<<<<<<<
+ * return result
+ *
+ */
+ __pyx_t_3 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) == 1);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":488
+ * assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1:
+ * return result # <<<<<<<<<<<<<<
+ *
+ * # Case 3: query set and data set do not meet size mismatch constraints;
+ */
+ __pyx_r = __pyx_v_result;
+ goto __pyx_L0;
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":492
+ * # Case 3: query set and data set do not meet size mismatch constraints;
+ * # We use mergesort instead in this case
+ * qsetsize = (high1-low1) / step1 # <<<<<<<<<<<<<<
+ * dsetsize = (high2-low2) / step2
+ * if d_first:
+ */
+ __pyx_t_4 = (__pyx_v_high1 - __pyx_v_low1);
+ if (unlikely(__pyx_v_step1 == 0)) {
+ PyErr_Format(PyExc_ZeroDivisionError, "integer division or modulo by zero");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 492; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_step1 == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_t_4))) {
+ PyErr_Format(PyExc_OverflowError, "value too large to perform division");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 492; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_v_qsetsize = __Pyx_div_int(__pyx_t_4, __pyx_v_step1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":493
+ * # We use mergesort instead in this case
+ * qsetsize = (high1-low1) / step1
+ * dsetsize = (high2-low2) / step2 # <<<<<<<<<<<<<<
+ * if d_first:
+ * tmp = qsetsize
+ */
+ __pyx_t_4 = (__pyx_v_high2 - __pyx_v_low2);
+ if (unlikely(__pyx_v_step2 == 0)) {
+ PyErr_Format(PyExc_ZeroDivisionError, "integer division or modulo by zero");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 493; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_step2 == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_t_4))) {
+ PyErr_Format(PyExc_OverflowError, "value too large to perform division");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 493; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_v_dsetsize = __Pyx_div_int(__pyx_t_4, __pyx_v_step2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":494
+ * qsetsize = (high1-low1) / step1
+ * dsetsize = (high2-low2) / step2
+ * if d_first: # <<<<<<<<<<<<<<
+ * tmp = qsetsize
+ * qsetsize = dsetsize
+ */
+ if (__pyx_v_d_first) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":495
+ * dsetsize = (high2-low2) / step2
+ * if d_first:
+ * tmp = qsetsize # <<<<<<<<<<<<<<
+ * qsetsize = dsetsize
+ * dsetsize = tmp
+ */
+ __pyx_v_tmp = __pyx_v_qsetsize;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":496
+ * if d_first:
+ * tmp = qsetsize
+ * qsetsize = dsetsize # <<<<<<<<<<<<<<
+ * dsetsize = tmp
+ *
+ */
+ __pyx_v_qsetsize = __pyx_v_dsetsize;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":497
+ * tmp = qsetsize
+ * qsetsize = dsetsize
+ * dsetsize = tmp # <<<<<<<<<<<<<<
+ *
+ * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize:
+ */
+ __pyx_v_dsetsize = __pyx_v_tmp;
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":499
+ * dsetsize = tmp
+ *
+ * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: # <<<<<<<<<<<<<<
+ * free(result)
+ * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len)
+ */
+ __pyx_t_5 = ((__pyx_v_self->by_slack_factor * __pyx_v_qsetsize) * log(__pyx_v_dsetsize));
+ __pyx_t_6 = log(2.0);
+ if (unlikely(__pyx_t_6 == 0)) {
+ PyErr_Format(PyExc_ZeroDivisionError, "float division");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 499; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_3 = ((__pyx_t_5 / __pyx_t_6) > __pyx_v_dsetsize);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":500
+ *
+ * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize:
+ * free(result) # <<<<<<<<<<<<<<
+ * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len)
+ *
+ */
+ free(__pyx_v_result);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":501
+ * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize:
+ * free(result)
+ * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) # <<<<<<<<<<<<<<
+ *
+ * # binary search. There are two flavors, depending on
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->merge_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, __pyx_v_result_len);
+ goto __pyx_L0;
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":505
+ * # binary search. There are two flavors, depending on
+ * # whether the queryset or dataset is first
+ * if d_first: # <<<<<<<<<<<<<<
+ * med2 = median(low2, high2, step2)
+ * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr)
+ */
+ if (__pyx_v_d_first) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":506
+ * # whether the queryset or dataset is first
+ * if d_first:
+ * med2 = median(low2, high2, step2) # <<<<<<<<<<<<<<
+ * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr)
+ *
+ */
+ __pyx_v_med2 = __pyx_f_3_sa_median(__pyx_v_low2, __pyx_v_high2, __pyx_v_step2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":507
+ * if d_first:
+ * med2 = median(low2, high2, step2)
+ * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ *
+ * search_low = low1
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":509
+ * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr)
+ *
+ * search_low = low1 # <<<<<<<<<<<<<<
+ * search_high = high1
+ * while search_low < search_high:
+ */
+ __pyx_v_search_low = __pyx_v_low1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":510
+ *
+ * search_low = low1
+ * search_high = high1 # <<<<<<<<<<<<<<
+ * while search_low < search_high:
+ * med1 = median(search_low, search_high, step1)
+ */
+ __pyx_v_search_high = __pyx_v_high1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":511
+ * search_low = low1
+ * search_high = high1
+ * while search_low < search_high: # <<<<<<<<<<<<<<
+ * med1 = median(search_low, search_high, step1)
+ * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus)
+ */
+ while (1) {
+ __pyx_t_3 = (__pyx_v_search_low < __pyx_v_search_high);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":512
+ * search_high = high1
+ * while search_low < search_high:
+ * med1 = median(search_low, search_high, step1) # <<<<<<<<<<<<<<
+ * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus)
+ * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ */
+ __pyx_v_med1 = __pyx_f_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":513
+ * while search_low < search_high:
+ * med1 = median(search_low, search_high, step1)
+ * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<<
+ * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ * if comparison == -1:
+ */
+ __pyx_f_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":514
+ * med1 = median(search_low, search_high, step1)
+ * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus)
+ * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<<
+ * if comparison == -1:
+ * search_low = med1_plus
+ */
+ __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":517
+ * if comparison == -1:
+ * search_low = med1_plus
+ * elif comparison == 1: # <<<<<<<<<<<<<<
+ * search_high = med1_minus
+ * else:
+ */
+ switch (__pyx_v_comparison) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":515
+ * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus)
+ * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ * if comparison == -1: # <<<<<<<<<<<<<<
+ * search_low = med1_plus
+ * elif comparison == 1:
+ */
+ case -1:
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":516
+ * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ * if comparison == -1:
+ * search_low = med1_plus # <<<<<<<<<<<<<<
+ * elif comparison == 1:
+ * search_high = med1_minus
+ */
+ __pyx_v_search_low = __pyx_v_med1_plus;
+ break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":517
+ * if comparison == -1:
+ * search_low = med1_plus
+ * elif comparison == 1: # <<<<<<<<<<<<<<
+ * search_high = med1_minus
+ * else:
+ */
+ case 1:
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":518
+ * search_low = med1_plus
+ * elif comparison == 1:
+ * search_high = med1_minus # <<<<<<<<<<<<<<
+ * else:
+ * break
+ */
+ __pyx_v_search_high = __pyx_v_med1_minus;
+ break;
+ default:
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":520
+ * search_high = med1_minus
+ * else:
+ * break # <<<<<<<<<<<<<<
+ * else:
+ * med1 = median(low1, high1, step1)
+ */
+ goto __pyx_L11_break;
+ break;
+ }
+ }
+ __pyx_L11_break:;
+ goto __pyx_L9;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":522
+ * break
+ * else:
+ * med1 = median(low1, high1, step1) # <<<<<<<<<<<<<<
+ * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus)
+ *
+ */
+ __pyx_v_med1 = __pyx_f_3_sa_median(__pyx_v_low1, __pyx_v_high1, __pyx_v_step1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":523
+ * else:
+ * med1 = median(low1, high1, step1)
+ * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<<
+ *
+ * search_low = low2
+ */
+ __pyx_f_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":525
+ * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus)
+ *
+ * search_low = low2 # <<<<<<<<<<<<<<
+ * search_high = high2
+ * while search_low < search_high:
+ */
+ __pyx_v_search_low = __pyx_v_low2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":526
+ *
+ * search_low = low2
+ * search_high = high2 # <<<<<<<<<<<<<<
+ * while search_low < search_high:
+ * med2 = median(search_low, search_high, step2)
+ */
+ __pyx_v_search_high = __pyx_v_high2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":527
+ * search_low = low2
+ * search_high = high2
+ * while search_low < search_high: # <<<<<<<<<<<<<<
+ * med2 = median(search_low, search_high, step2)
+ * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr)
+ */
+ while (1) {
+ __pyx_t_3 = (__pyx_v_search_low < __pyx_v_search_high);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":528
+ * search_high = high2
+ * while search_low < search_high:
+ * med2 = median(search_low, search_high, step2) # <<<<<<<<<<<<<<
+ * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ */
+ __pyx_v_med2 = __pyx_f_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":529
+ * while search_low < search_high:
+ * med2 = median(search_low, search_high, step2)
+ * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ * if comparison == -1:
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":530
+ * med2 = median(search_low, search_high, step2)
+ * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<<
+ * if comparison == -1:
+ * search_high = med2
+ */
+ __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":533
+ * if comparison == -1:
+ * search_high = med2
+ * elif comparison == 1: # <<<<<<<<<<<<<<
+ * search_low = med2 + step2
+ * else:
+ */
+ switch (__pyx_v_comparison) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":531
+ * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ * if comparison == -1: # <<<<<<<<<<<<<<
+ * search_high = med2
+ * elif comparison == 1:
+ */
+ case -1:
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":532
+ * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ * if comparison == -1:
+ * search_high = med2 # <<<<<<<<<<<<<<
+ * elif comparison == 1:
+ * search_low = med2 + step2
+ */
+ __pyx_v_search_high = __pyx_v_med2;
+ break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":533
+ * if comparison == -1:
+ * search_high = med2
+ * elif comparison == 1: # <<<<<<<<<<<<<<
+ * search_low = med2 + step2
+ * else:
+ */
+ case 1:
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":534
+ * search_high = med2
+ * elif comparison == 1:
+ * search_low = med2 + step2 # <<<<<<<<<<<<<<
+ * else:
+ * break
+ */
+ __pyx_v_search_low = (__pyx_v_med2 + __pyx_v_step2);
+ break;
+ default:
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":536
+ * search_low = med2 + step2
+ * else:
+ * break # <<<<<<<<<<<<<<
+ *
+ * med_result_len = 0
+ */
+ goto __pyx_L13_break;
+ break;
+ }
+ }
+ __pyx_L13_break:;
+ }
+ __pyx_L9:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":538
+ * break
+ *
+ * med_result_len = 0 # <<<<<<<<<<<<<<
+ * med_result = <int*> malloc(0*sizeof(int*))
+ * if search_high > search_low:
+ */
+ __pyx_v_med_result_len = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":539
+ *
+ * med_result_len = 0
+ * med_result = <int*> malloc(0*sizeof(int*)) # <<<<<<<<<<<<<<
+ * if search_high > search_low:
+ * # Then there is a match for the median element of Q
+ */
+ __pyx_v_med_result = ((int *)malloc((0 * (sizeof(int *)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":540
+ * med_result_len = 0
+ * med_result = <int*> malloc(0*sizeof(int*))
+ * if search_high > search_low: # <<<<<<<<<<<<<<
+ * # Then there is a match for the median element of Q
+ * # What we want to find is the group of all bindings in the first set
+ */
+ __pyx_t_3 = (__pyx_v_search_high > __pyx_v_search_low);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":546
+ * # want to store the bindings for all of those elements. We can
+ * # subsequently throw all of them away.
+ * med2_minus = med2 # <<<<<<<<<<<<<<
+ * med2_plus = med2 + step2
+ * i1 = med1_minus
+ */
+ __pyx_v_med2_minus = __pyx_v_med2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":547
+ * # subsequently throw all of them away.
+ * med2_minus = med2
+ * med2_plus = med2 + step2 # <<<<<<<<<<<<<<
+ * i1 = med1_minus
+ * while i1 < med1_plus:
+ */
+ __pyx_v_med2_plus = (__pyx_v_med2 + __pyx_v_step2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":548
+ * med2_minus = med2
+ * med2_plus = med2 + step2
+ * i1 = med1_minus # <<<<<<<<<<<<<<
+ * while i1 < med1_plus:
+ * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ */
+ __pyx_v_i1 = __pyx_v_med1_minus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":549
+ * med2_plus = med2 + step2
+ * i1 = med1_minus
+ * while i1 < med1_plus: # <<<<<<<<<<<<<<
+ * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ * while med2_minus-step2 >= low2:
+ */
+ while (1) {
+ __pyx_t_3 = (__pyx_v_i1 < __pyx_v_med1_plus);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":550
+ * i1 = med1_minus
+ * while i1 < med1_plus:
+ * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * while med2_minus-step2 >= low2:
+ * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr)
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":551
+ * while i1 < med1_plus:
+ * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ * while med2_minus-step2 >= low2: # <<<<<<<<<<<<<<
+ * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1:
+ */
+ while (1) {
+ __pyx_t_3 = ((__pyx_v_med2_minus - __pyx_v_step2) >= __pyx_v_low2);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":552
+ * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ * while med2_minus-step2 >= low2:
+ * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1:
+ * med2_minus = med2_minus - step2
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_med2_minus - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":553
+ * while med2_minus-step2 >= low2:
+ * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: # <<<<<<<<<<<<<<
+ * med2_minus = med2_minus - step2
+ * else:
+ */
+ __pyx_t_3 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) < 1);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":554
+ * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1:
+ * med2_minus = med2_minus - step2 # <<<<<<<<<<<<<<
+ * else:
+ * break
+ */
+ __pyx_v_med2_minus = (__pyx_v_med2_minus - __pyx_v_step2);
+ goto __pyx_L19;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":556
+ * med2_minus = med2_minus - step2
+ * else:
+ * break # <<<<<<<<<<<<<<
+ * i2 = med2_minus
+ * while i2 < high2:
+ */
+ goto __pyx_L18_break;
+ }
+ __pyx_L19:;
+ }
+ __pyx_L18_break:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":557
+ * else:
+ * break
+ * i2 = med2_minus # <<<<<<<<<<<<<<
+ * while i2 < high2:
+ * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ */
+ __pyx_v_i2 = __pyx_v_med2_minus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":558
+ * break
+ * i2 = med2_minus
+ * while i2 < high2: # <<<<<<<<<<<<<<
+ * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last)
+ */
+ while (1) {
+ __pyx_t_3 = (__pyx_v_i2 < __pyx_v_high2);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":559
+ * i2 = med2_minus
+ * while i2 < high2:
+ * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last)
+ * if comparison == 0:
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":560
+ * while i2 < high2:
+ * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<<
+ * if comparison == 0:
+ * pass
+ */
+ __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":561
+ * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last)
+ * if comparison == 0: # <<<<<<<<<<<<<<
+ * pass
+ * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len)
+ */
+ __pyx_t_3 = (__pyx_v_comparison == 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":563
+ * if comparison == 0:
+ * pass
+ * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) # <<<<<<<<<<<<<<
+ * if comparison == -1:
+ * break
+ */
+ __pyx_v_med_result = __pyx_f_3_sa_append_combined_matching(__pyx_v_med_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, (&__pyx_v_med_result_len));
+ goto __pyx_L22;
+ }
+ __pyx_L22:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":564
+ * pass
+ * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len)
+ * if comparison == -1: # <<<<<<<<<<<<<<
+ * break
+ * i2 = i2 + step2
+ */
+ __pyx_t_3 = (__pyx_v_comparison == -1);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":565
+ * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len)
+ * if comparison == -1:
+ * break # <<<<<<<<<<<<<<
+ * i2 = i2 + step2
+ * if i2 > med2_plus:
+ */
+ goto __pyx_L21_break;
+ goto __pyx_L23;
+ }
+ __pyx_L23:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":566
+ * if comparison == -1:
+ * break
+ * i2 = i2 + step2 # <<<<<<<<<<<<<<
+ * if i2 > med2_plus:
+ * med2_plus = i2
+ */
+ __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2);
+ }
+ __pyx_L21_break:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":567
+ * break
+ * i2 = i2 + step2
+ * if i2 > med2_plus: # <<<<<<<<<<<<<<
+ * med2_plus = i2
+ * i1 = i1 + step1
+ */
+ __pyx_t_3 = (__pyx_v_i2 > __pyx_v_med2_plus);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":568
+ * i2 = i2 + step2
+ * if i2 > med2_plus:
+ * med2_plus = i2 # <<<<<<<<<<<<<<
+ * i1 = i1 + step1
+ *
+ */
+ __pyx_v_med2_plus = __pyx_v_i2;
+ goto __pyx_L24;
+ }
+ __pyx_L24:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":569
+ * if i2 > med2_plus:
+ * med2_plus = i2
+ * i1 = i1 + step1 # <<<<<<<<<<<<<<
+ *
+ * tmp = med1_minus
+ */
+ __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":571
+ * i1 = i1 + step1
+ *
+ * tmp = med1_minus # <<<<<<<<<<<<<<
+ * med1_minus = med1_plus
+ * med1_plus = tmp
+ */
+ __pyx_v_tmp = __pyx_v_med1_minus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":572
+ *
+ * tmp = med1_minus
+ * med1_minus = med1_plus # <<<<<<<<<<<<<<
+ * med1_plus = tmp
+ * else:
+ */
+ __pyx_v_med1_minus = __pyx_v_med1_plus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":573
+ * tmp = med1_minus
+ * med1_minus = med1_plus
+ * med1_plus = tmp # <<<<<<<<<<<<<<
+ * else:
+ * # No match; need to figure out the point of division in D and Q
+ */
+ __pyx_v_med1_plus = __pyx_v_tmp;
+ goto __pyx_L14;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":576
+ * else:
+ * # No match; need to figure out the point of division in D and Q
+ * med2_minus = med2 # <<<<<<<<<<<<<<
+ * med2_plus = med2
+ * if d_first:
+ */
+ __pyx_v_med2_minus = __pyx_v_med2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":577
+ * # No match; need to figure out the point of division in D and Q
+ * med2_minus = med2
+ * med2_plus = med2 # <<<<<<<<<<<<<<
+ * if d_first:
+ * med2_minus = med2_minus + step2
+ */
+ __pyx_v_med2_plus = __pyx_v_med2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":578
+ * med2_minus = med2
+ * med2_plus = med2
+ * if d_first: # <<<<<<<<<<<<<<
+ * med2_minus = med2_minus + step2
+ * if comparison == -1:
+ */
+ if (__pyx_v_d_first) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":579
+ * med2_plus = med2
+ * if d_first:
+ * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<<
+ * if comparison == -1:
+ * med1_minus = med1_plus
+ */
+ __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":580
+ * if d_first:
+ * med2_minus = med2_minus + step2
+ * if comparison == -1: # <<<<<<<<<<<<<<
+ * med1_minus = med1_plus
+ * if comparison == 1:
+ */
+ __pyx_t_3 = (__pyx_v_comparison == -1);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":581
+ * med2_minus = med2_minus + step2
+ * if comparison == -1:
+ * med1_minus = med1_plus # <<<<<<<<<<<<<<
+ * if comparison == 1:
+ * med1_plus = med1_minus
+ */
+ __pyx_v_med1_minus = __pyx_v_med1_plus;
+ goto __pyx_L26;
+ }
+ __pyx_L26:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":582
+ * if comparison == -1:
+ * med1_minus = med1_plus
+ * if comparison == 1: # <<<<<<<<<<<<<<
+ * med1_plus = med1_minus
+ * else:
+ */
+ __pyx_t_3 = (__pyx_v_comparison == 1);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":583
+ * med1_minus = med1_plus
+ * if comparison == 1:
+ * med1_plus = med1_minus # <<<<<<<<<<<<<<
+ * else:
+ * tmp = med1_minus
+ */
+ __pyx_v_med1_plus = __pyx_v_med1_minus;
+ goto __pyx_L27;
+ }
+ __pyx_L27:;
+ goto __pyx_L25;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":585
+ * med1_plus = med1_minus
+ * else:
+ * tmp = med1_minus # <<<<<<<<<<<<<<
+ * med1_minus = med1_plus
+ * med1_plus = tmp
+ */
+ __pyx_v_tmp = __pyx_v_med1_minus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":586
+ * else:
+ * tmp = med1_minus
+ * med1_minus = med1_plus # <<<<<<<<<<<<<<
+ * med1_plus = tmp
+ * if comparison == 1:
+ */
+ __pyx_v_med1_minus = __pyx_v_med1_plus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":587
+ * tmp = med1_minus
+ * med1_minus = med1_plus
+ * med1_plus = tmp # <<<<<<<<<<<<<<
+ * if comparison == 1:
+ * med2_minus = med2_minus + step2
+ */
+ __pyx_v_med1_plus = __pyx_v_tmp;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":588
+ * med1_minus = med1_plus
+ * med1_plus = tmp
+ * if comparison == 1: # <<<<<<<<<<<<<<
+ * med2_minus = med2_minus + step2
+ * med2_plus = med2_plus + step2
+ */
+ __pyx_t_3 = (__pyx_v_comparison == 1);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":589
+ * med1_plus = tmp
+ * if comparison == 1:
+ * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<<
+ * med2_plus = med2_plus + step2
+ *
+ */
+ __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":590
+ * if comparison == 1:
+ * med2_minus = med2_minus + step2
+ * med2_plus = med2_plus + step2 # <<<<<<<<<<<<<<
+ *
+ * low_result_len = 0
+ */
+ __pyx_v_med2_plus = (__pyx_v_med2_plus + __pyx_v_step2);
+ goto __pyx_L28;
+ }
+ __pyx_L28:;
+ }
+ __pyx_L25:;
+ }
+ __pyx_L14:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":592
+ * med2_plus = med2_plus + step2
+ *
+ * low_result_len = 0 # <<<<<<<<<<<<<<
+ * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len)
+ * high_result_len = 0
+ */
+ __pyx_v_low_result_len = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":593
+ *
+ * low_result_len = 0
+ * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) # <<<<<<<<<<<<<<
+ * high_result_len = 0
+ * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len)
+ */
+ __pyx_v_low_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_med2_plus, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_low_result_len));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":594
+ * low_result_len = 0
+ * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len)
+ * high_result_len = 0 # <<<<<<<<<<<<<<
+ * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len)
+ *
+ */
+ __pyx_v_high_result_len = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":595
+ * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len)
+ * high_result_len = 0
+ * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) # <<<<<<<<<<<<<<
+ *
+ * result = extend_arr(result, result_len, low_result, low_result_len)
+ */
+ __pyx_v_high_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med2_minus, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_high_result_len));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":597
+ * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len)
+ *
+ * result = extend_arr(result, result_len, low_result, low_result_len) # <<<<<<<<<<<<<<
+ * result = extend_arr(result, result_len, med_result, med_result_len)
+ * result = extend_arr(result, result_len, high_result, high_result_len)
+ */
+ __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_low_result, __pyx_v_low_result_len);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":598
+ *
+ * result = extend_arr(result, result_len, low_result, low_result_len)
+ * result = extend_arr(result, result_len, med_result, med_result_len) # <<<<<<<<<<<<<<
+ * result = extend_arr(result, result_len, high_result, high_result_len)
+ * free(low_result)
+ */
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":599
+ * result = extend_arr(result, result_len, low_result, low_result_len)
+ * result = extend_arr(result, result_len, med_result, med_result_len)
+ * result = extend_arr(result, result_len, high_result, high_result_len) # <<<<<<<<<<<<<<
+ * free(low_result)
+ * free(med_result)
+ */
+ __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_high_result, __pyx_v_high_result_len);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":600
+ * result = extend_arr(result, result_len, med_result, med_result_len)
+ * result = extend_arr(result, result_len, high_result, high_result_len)
+ * free(low_result) # <<<<<<<<<<<<<<
+ * free(med_result)
+ * free(high_result)
+ */
+ free(__pyx_v_low_result);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":601
+ * result = extend_arr(result, result_len, high_result, high_result_len)
+ * free(low_result)
+ * free(med_result) # <<<<<<<<<<<<<<
+ * free(high_result)
+ *
+ */
+ free(__pyx_v_med_result);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":602
+ * free(low_result)
+ * free(med_result)
+ * free(high_result) # <<<<<<<<<<<<<<
+ *
+ * return result
+ */
+ free(__pyx_v_high_result);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":604
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+ *
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+ *
+ *
+ */
+ __pyx_r = __pyx_v_result;
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+
+ __pyx_r = 0;
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+ __pyx_L1_error:;
+ __Pyx_WriteUnraisable("_sa.HieroCachingRuleFactory.baeza_yates_helper", __pyx_clineno, __pyx_lineno, __pyx_filename);
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+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":608
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+ * Matching* loc2, int offset_by_one, int len_last):
+ * """
+ */
+
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+ int __pyx_v_i1;
+ int __pyx_v_comparison;
+ int __pyx_v_prev_comparison;
+ struct __pyx_t_3_sa_Matching __pyx_v_l1_stack;
+ struct __pyx_t_3_sa_Matching *__pyx_v_loc1;
+ long __pyx_r;
+ __Pyx_RefNannyDeclarations
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+ *
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+ *
+ * i1 = i1_minus
+ */
+ __pyx_v_loc1 = (&__pyx_v_l1_stack);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":621
+ * loc1 = &l1_stack
+ *
+ * i1 = i1_minus # <<<<<<<<<<<<<<
+ * while i1 < i1_plus:
+ * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ */
+ __pyx_v_i1 = __pyx_v_i1_minus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":622
+ *
+ * i1 = i1_minus
+ * while i1 < i1_plus: # <<<<<<<<<<<<<<
+ * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last)
+ */
+ while (1) {
+ __pyx_t_1 = (__pyx_v_i1 < __pyx_v_i1_plus);
+ if (!__pyx_t_1) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":623
+ * i1 = i1_minus
+ * while i1 < i1_plus:
+ * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last)
+ * if comparison == 0:
+ */
+ __pyx_f_3_sa_assign_matching(__pyx_v_loc1, __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":624
+ * while i1 < i1_plus:
+ * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) # <<<<<<<<<<<<<<
+ * if comparison == 0:
+ * prev_comparison = 0
+ */
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":625
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+ * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last)
+ * if comparison == 0: # <<<<<<<<<<<<<<
+ * prev_comparison = 0
+ * break
+ */
+ __pyx_t_1 = (__pyx_v_comparison == 0);
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":626
+ * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last)
+ * if comparison == 0:
+ * prev_comparison = 0 # <<<<<<<<<<<<<<
+ * break
+ * elif i1 == i1_minus:
+ */
+ __pyx_v_prev_comparison = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":627
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+ * prev_comparison = 0
+ * break # <<<<<<<<<<<<<<
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+ * prev_comparison = comparison
+ */
+ goto __pyx_L4_break;
+ goto __pyx_L5;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":628
+ * prev_comparison = 0
+ * break
+ * elif i1 == i1_minus: # <<<<<<<<<<<<<<
+ * prev_comparison = comparison
+ * else:
+ */
+ __pyx_t_1 = (__pyx_v_i1 == __pyx_v_i1_minus);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":629
+ * break
+ * elif i1 == i1_minus:
+ * prev_comparison = comparison # <<<<<<<<<<<<<<
+ * else:
+ * if comparison != prev_comparison:
+ */
+ __pyx_v_prev_comparison = __pyx_v_comparison;
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":631
+ * prev_comparison = comparison
+ * else:
+ * if comparison != prev_comparison: # <<<<<<<<<<<<<<
+ * prev_comparison = 0
+ * break
+ */
+ __pyx_t_1 = (__pyx_v_comparison != __pyx_v_prev_comparison);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":632
+ * else:
+ * if comparison != prev_comparison:
+ * prev_comparison = 0 # <<<<<<<<<<<<<<
+ * break
+ * i1 = i1 + step1
+ */
+ __pyx_v_prev_comparison = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":633
+ * if comparison != prev_comparison:
+ * prev_comparison = 0
+ * break # <<<<<<<<<<<<<<
+ * i1 = i1 + step1
+ * return prev_comparison
+ */
+ goto __pyx_L4_break;
+ goto __pyx_L6;
+ }
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+ }
+ __pyx_L5:;
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":634
+ * prev_comparison = 0
+ * break
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+ *
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":635
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+ * i1 = i1 + step1
+ * return prev_comparison # <<<<<<<<<<<<<<
+ *
+ *
+ */
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+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
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+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":638
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+ *
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+ * cdef int i
+ *
+ */
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+static long __pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_t_3_sa_Matching *__pyx_v_loc1, struct __pyx_t_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) {
+ int __pyx_v_i;
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+ * return 1
+ * if loc2.sent_id > loc1.sent_id:
+ */
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+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":642
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+ * if loc1.sent_id > loc2.sent_id:
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+ */
+ __pyx_r = 1;
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+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
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+ * if loc1.sent_id > loc2.sent_id:
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+ * return -1
+ *
+ */
+ __pyx_t_1 = (__pyx_v_loc2->sent_id > __pyx_v_loc1->sent_id);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":644
+ * return 1
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+ goto __pyx_L4;
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+
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+ */
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+ goto __pyx_L0;
+ goto __pyx_L6;
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+ goto __pyx_L5;
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+ if (__pyx_t_3) {
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":655
+ * return 1
+ * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]:
+ * return -1 # <<<<<<<<<<<<<<
+ *
+ * else:
+ */
+ __pyx_r = -1;
+ goto __pyx_L0;
+ goto __pyx_L10;
+ }
+ __pyx_L10:;
+ }
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":658
+ *
+ * else:
+ * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: # <<<<<<<<<<<<<<
+ * return 1
+ * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]:
+ */
+ __pyx_t_3 = (((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) > (__pyx_v_loc2->arr[__pyx_v_loc2->start]));
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":659
+ * else:
+ * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]:
+ * return 1 # <<<<<<<<<<<<<<
+ * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]:
+ * return -1
+ */
+ __pyx_r = 1;
+ goto __pyx_L0;
+ goto __pyx_L11;
+ }
+ __pyx_L11:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":660
+ * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]:
+ * return 1
+ * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: # <<<<<<<<<<<<<<
+ * return -1
+ *
+ */
+ __pyx_t_3 = (((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) < (__pyx_v_loc2->arr[__pyx_v_loc2->start]));
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":661
+ * return 1
+ * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]:
+ * return -1 # <<<<<<<<<<<<<<
+ *
+ * for i from 1 <= i < loc1.size:
+ */
+ __pyx_r = -1;
+ goto __pyx_L0;
+ goto __pyx_L12;
+ }
+ __pyx_L12:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":663
+ * return -1
+ *
+ * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<<
+ * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]:
+ * return 1
+ */
+ __pyx_t_4 = __pyx_v_loc1->size;
+ for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":664
+ *
+ * for i from 1 <= i < loc1.size:
+ * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<<
+ * return 1
+ * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]:
+ */
+ __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)]));
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":665
+ * for i from 1 <= i < loc1.size:
+ * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]:
+ * return 1 # <<<<<<<<<<<<<<
+ * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]:
+ * return -1
+ */
+ __pyx_r = 1;
+ goto __pyx_L0;
+ goto __pyx_L15;
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":666
+ * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]:
+ * return 1
+ * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<<
+ * return -1
+ *
+ */
+ __pyx_t_3 = ((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)]));
+ if (__pyx_t_3) {
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":667
+ * return 1
+ * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]:
+ * return -1 # <<<<<<<<<<<<<<
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+ * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size:
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+ goto __pyx_L16;
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+ * int low2, int high2, int* arr2, int step2,
+ * int offset_by_one, int len_last, int num_subpatterns, int* result_len):
+ */
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+ int __pyx_v_i1;
+ int __pyx_v_i2;
+ int __pyx_v_j1;
+ int __pyx_v_j2;
+ long __pyx_v_comparison;
+ int *__pyx_v_result;
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+ struct __pyx_t_3_sa_Matching __pyx_v_loc2;
+ int *__pyx_r;
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+ int __pyx_t_1;
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+ *
+ */
+ (__pyx_v_result_len[0]) = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":683
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+ *
+ * i1 = low1
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+ __pyx_v_result = ((int *)malloc((0 * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":685
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":691
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+ * while i2 < high2:
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":693
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+ * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: # <<<<<<<<<<<<<<
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+ */
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+ * assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr)
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":704
+ * j2 = i2
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":705
+ * while j2 < high2:
+ * assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<<
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":706
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":707
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+ * result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len) # <<<<<<<<<<<<<<
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+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+ goto __pyx_L3;
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+ __pyx_L3:;
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+ goto __pyx_L6;
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+ goto __pyx_L17;
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1314
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1316
+ * for i from 0 <= i < num_gaps:
+ * e_gaps2 = <int*> malloc(0)
+ * len2 = 0 # <<<<<<<<<<<<<<
+ *
+ * j = e_gap_order[i]
+ */
+ __pyx_v_len2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1318
+ * len2 = 0
+ *
+ * j = e_gap_order[i] # <<<<<<<<<<<<<<
+ * e_x_gap_low = e_gap_low[j]
+ * e_x_gap_high = e_gap_high[j]
+ */
+ __pyx_v_j = (__pyx_v_e_gap_order[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1319
+ *
+ * j = e_gap_order[i]
+ * e_x_gap_low = e_gap_low[j] # <<<<<<<<<<<<<<
+ * e_x_gap_high = e_gap_high[j]
+ * if self.tight_phrases == 0:
+ */
+ __pyx_v_e_x_gap_low = (__pyx_v_e_gap_low[__pyx_v_j]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1320
+ * j = e_gap_order[i]
+ * e_x_gap_low = e_gap_low[j]
+ * e_x_gap_high = e_gap_high[j] # <<<<<<<<<<<<<<
+ * if self.tight_phrases == 0:
+ * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1:
+ */
+ __pyx_v_e_x_gap_high = (__pyx_v_e_gap_high[__pyx_v_j]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1321
+ * e_x_gap_low = e_gap_low[j]
+ * e_x_gap_high = e_gap_high[j]
+ * if self.tight_phrases == 0: # <<<<<<<<<<<<<<
+ * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1:
+ * e_x_gap_low = e_x_gap_low - 1
+ */
+ __pyx_t_2 = (__pyx_v_self->tight_phrases == 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1322
+ * e_x_gap_high = e_gap_high[j]
+ * if self.tight_phrases == 0:
+ * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: # <<<<<<<<<<<<<<
+ * e_x_gap_low = e_x_gap_low - 1
+ * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1:
+ */
+ while (1) {
+ __pyx_t_2 = (__pyx_v_e_x_gap_low > __pyx_v_e_x_low);
+ if (__pyx_t_2) {
+ __pyx_t_6 = ((__pyx_v_e_links_low[(__pyx_v_e_x_gap_low - 1)]) == -1);
+ __pyx_t_7 = __pyx_t_6;
+ } else {
+ __pyx_t_7 = __pyx_t_2;
+ }
+ if (!__pyx_t_7) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1323
+ * if self.tight_phrases == 0:
+ * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1:
+ * e_x_gap_low = e_x_gap_low - 1 # <<<<<<<<<<<<<<
+ * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1:
+ * e_x_gap_high = e_x_gap_high + 1
+ */
+ __pyx_v_e_x_gap_low = (__pyx_v_e_x_gap_low - 1);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1324
+ * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1:
+ * e_x_gap_low = e_x_gap_low - 1
+ * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: # <<<<<<<<<<<<<<
+ * e_x_gap_high = e_x_gap_high + 1
+ *
+ */
+ while (1) {
+ __pyx_t_7 = (__pyx_v_e_x_gap_high < __pyx_v_e_x_high);
+ if (__pyx_t_7) {
+ __pyx_t_2 = ((__pyx_v_e_links_low[__pyx_v_e_x_gap_high]) == -1);
+ __pyx_t_6 = __pyx_t_2;
+ } else {
+ __pyx_t_6 = __pyx_t_7;
+ }
+ if (!__pyx_t_6) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1325
+ * e_x_gap_low = e_x_gap_low - 1
+ * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1:
+ * e_x_gap_high = e_x_gap_high + 1 # <<<<<<<<<<<<<<
+ *
+ * k = 0
+ */
+ __pyx_v_e_x_gap_high = (__pyx_v_e_x_gap_high + 1);
+ }
+ goto __pyx_L20;
+ }
+ __pyx_L20:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1327
+ * e_x_gap_high = e_x_gap_high + 1
+ *
+ * k = 0 # <<<<<<<<<<<<<<
+ * step = 1+(i*2)
+ * while k < len1:
+ */
+ __pyx_v_k = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1328
+ *
+ * k = 0
+ * step = 1+(i*2) # <<<<<<<<<<<<<<
+ * while k < len1:
+ * for m from e_x_gap_low <= m <= e_gap_low[j]:
+ */
+ __pyx_v_step = (1 + (__pyx_v_i * 2));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1329
+ * k = 0
+ * step = 1+(i*2)
+ * while k < len1: # <<<<<<<<<<<<<<
+ * for m from e_x_gap_low <= m <= e_gap_low[j]:
+ * if m >= e_gaps1[k+step-1]:
+ */
+ while (1) {
+ __pyx_t_6 = (__pyx_v_k < __pyx_v_len1);
+ if (!__pyx_t_6) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1330
+ * step = 1+(i*2)
+ * while k < len1:
+ * for m from e_x_gap_low <= m <= e_gap_low[j]: # <<<<<<<<<<<<<<
+ * if m >= e_gaps1[k+step-1]:
+ * for n from e_gap_high[j] <= n <= e_x_gap_high:
+ */
+ __pyx_t_4 = (__pyx_v_e_gap_low[__pyx_v_j]);
+ for (__pyx_v_m = __pyx_v_e_x_gap_low; __pyx_v_m <= __pyx_t_4; __pyx_v_m++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1331
+ * while k < len1:
+ * for m from e_x_gap_low <= m <= e_gap_low[j]:
+ * if m >= e_gaps1[k+step-1]: # <<<<<<<<<<<<<<
+ * for n from e_gap_high[j] <= n <= e_x_gap_high:
+ * if n-m >= 1: # extractor.py doesn't restrict target-side gap length
+ */
+ __pyx_t_6 = (__pyx_v_m >= (__pyx_v_e_gaps1[((__pyx_v_k + __pyx_v_step) - 1)]));
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1332
+ * for m from e_x_gap_low <= m <= e_gap_low[j]:
+ * if m >= e_gaps1[k+step-1]:
+ * for n from e_gap_high[j] <= n <= e_x_gap_high: # <<<<<<<<<<<<<<
+ * if n-m >= 1: # extractor.py doesn't restrict target-side gap length
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step)
+ */
+ __pyx_t_5 = __pyx_v_e_x_gap_high;
+ for (__pyx_v_n = (__pyx_v_e_gap_high[__pyx_v_j]); __pyx_v_n <= __pyx_t_5; __pyx_v_n++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1333
+ * if m >= e_gaps1[k+step-1]:
+ * for n from e_gap_high[j] <= n <= e_x_gap_high:
+ * if n-m >= 1: # extractor.py doesn't restrict target-side gap length # <<<<<<<<<<<<<<
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1)
+ */
+ __pyx_t_6 = ((__pyx_v_n - __pyx_v_m) >= 1);
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1334
+ * for n from e_gap_high[j] <= n <= e_x_gap_high:
+ * if n-m >= 1: # extractor.py doesn't restrict target-side gap length
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) # <<<<<<<<<<<<<<
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1)
+ */
+ __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_k), __pyx_v_step);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1335
+ * if n-m >= 1: # extractor.py doesn't restrict target-side gap length
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) # <<<<<<<<<<<<<<
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1)
+ * k = k + step
+ */
+ __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_m), 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1336
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) # <<<<<<<<<<<<<<
+ * k = k + step
+ * free(e_gaps1)
+ */
+ __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_n), 1);
+ goto __pyx_L32;
+ }
+ __pyx_L32:;
+ }
+ goto __pyx_L29;
+ }
+ __pyx_L29:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1337
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1)
+ * k = k + step # <<<<<<<<<<<<<<
+ * free(e_gaps1)
+ * e_gaps1 = e_gaps2
+ */
+ __pyx_v_k = (__pyx_v_k + __pyx_v_step);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1338
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1)
+ * k = k + step
+ * free(e_gaps1) # <<<<<<<<<<<<<<
+ * e_gaps1 = e_gaps2
+ * len1 = len2
+ */
+ free(__pyx_v_e_gaps1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1339
+ * k = k + step
+ * free(e_gaps1)
+ * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<<
+ * len1 = len2
+ *
+ */
+ __pyx_v_e_gaps1 = __pyx_v_e_gaps2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1340
+ * free(e_gaps1)
+ * e_gaps1 = e_gaps2
+ * len1 = len2 # <<<<<<<<<<<<<<
+ *
+ * step = 1+(num_gaps*2)
+ */
+ __pyx_v_len1 = __pyx_v_len2;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1342
+ * len1 = len2
+ *
+ * step = 1+(num_gaps*2) # <<<<<<<<<<<<<<
+ * e_gaps2 = <int*> malloc(0)
+ * len2 = 0
+ */
+ __pyx_v_step = (1 + (__pyx_v_num_gaps * 2));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1343
+ *
+ * step = 1+(num_gaps*2)
+ * e_gaps2 = <int*> malloc(0) # <<<<<<<<<<<<<<
+ * len2 = 0
+ * for i from e_high <= i <= e_x_high:
+ */
+ __pyx_v_e_gaps2 = ((int *)malloc(0));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1344
+ * step = 1+(num_gaps*2)
+ * e_gaps2 = <int*> malloc(0)
+ * len2 = 0 # <<<<<<<<<<<<<<
+ * for i from e_high <= i <= e_x_high:
+ * j = 0
+ */
+ __pyx_v_len2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1345
+ * e_gaps2 = <int*> malloc(0)
+ * len2 = 0
+ * for i from e_high <= i <= e_x_high: # <<<<<<<<<<<<<<
+ * j = 0
+ * while j < len1:
+ */
+ __pyx_t_3 = __pyx_v_e_x_high;
+ for (__pyx_v_i = __pyx_v_e_high; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1346
+ * len2 = 0
+ * for i from e_high <= i <= e_x_high:
+ * j = 0 # <<<<<<<<<<<<<<
+ * while j < len1:
+ * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]:
+ */
+ __pyx_v_j = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1347
+ * for i from e_high <= i <= e_x_high:
+ * j = 0
+ * while j < len1: # <<<<<<<<<<<<<<
+ * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]:
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step)
+ */
+ while (1) {
+ __pyx_t_6 = (__pyx_v_j < __pyx_v_len1);
+ if (!__pyx_t_6) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1348
+ * j = 0
+ * while j < len1:
+ * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: # <<<<<<<<<<<<<<
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1)
+ */
+ __pyx_t_6 = ((__pyx_v_i - (__pyx_v_e_gaps1[__pyx_v_j])) <= __pyx_v_self->train_max_initial_size);
+ if (__pyx_t_6) {
+ __pyx_t_7 = (__pyx_v_i >= (__pyx_v_e_gaps1[((__pyx_v_j + __pyx_v_step) - 1)]));
+ __pyx_t_2 = __pyx_t_7;
+ } else {
+ __pyx_t_2 = __pyx_t_6;
+ }
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1349
+ * while j < len1:
+ * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]:
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) # <<<<<<<<<<<<<<
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1)
+ * j = j + step
+ */
+ __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_j), __pyx_v_step);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1350
+ * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]:
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) # <<<<<<<<<<<<<<
+ * j = j + step
+ * free(e_gaps1)
+ */
+ __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_i), 1);
+ goto __pyx_L37;
+ }
+ __pyx_L37:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1351
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1)
+ * j = j + step # <<<<<<<<<<<<<<
+ * free(e_gaps1)
+ * e_gaps1 = e_gaps2
+ */
+ __pyx_v_j = (__pyx_v_j + __pyx_v_step);
+ }
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1352
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1)
+ * j = j + step
+ * free(e_gaps1) # <<<<<<<<<<<<<<
+ * e_gaps1 = e_gaps2
+ * len1 = len2
+ */
+ free(__pyx_v_e_gaps1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1353
+ * j = j + step
+ * free(e_gaps1)
+ * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<<
+ * len1 = len2
+ *
+ */
+ __pyx_v_e_gaps1 = __pyx_v_e_gaps2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1354
+ * free(e_gaps1)
+ * e_gaps1 = e_gaps2
+ * len1 = len2 # <<<<<<<<<<<<<<
+ *
+ * step = (num_gaps+1)*2
+ */
+ __pyx_v_len1 = __pyx_v_len2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1356
+ * len1 = len2
+ *
+ * step = (num_gaps+1)*2 # <<<<<<<<<<<<<<
+ * i = 0
+ *
+ */
+ __pyx_v_step = ((__pyx_v_num_gaps + 1) * 2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1357
+ *
+ * step = (num_gaps+1)*2
+ * i = 0 # <<<<<<<<<<<<<<
+ *
+ * while i < len1:
+ */
+ __pyx_v_i = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1359
+ * i = 0
+ *
+ * while i < len1: # <<<<<<<<<<<<<<
+ * ephr_arr._clear()
+ * num_chunks = 0
+ */
+ while (1) {
+ __pyx_t_2 = (__pyx_v_i < __pyx_v_len1);
+ if (!__pyx_t_2) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1360
+ *
+ * while i < len1:
+ * ephr_arr._clear() # <<<<<<<<<<<<<<
+ * num_chunks = 0
+ * indexes = []
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_ephr_arr->__pyx_vtab)->_clear(__pyx_v_ephr_arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1361
+ * while i < len1:
+ * ephr_arr._clear()
+ * num_chunks = 0 # <<<<<<<<<<<<<<
+ * indexes = []
+ * for j from 0 <= j < num_gaps+1:
+ */
+ __pyx_v_num_chunks = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1362
+ * ephr_arr._clear()
+ * num_chunks = 0
+ * indexes = [] # <<<<<<<<<<<<<<
+ * for j from 0 <= j < num_gaps+1:
+ * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]:
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_XDECREF(((PyObject *)__pyx_v_indexes));
+ __pyx_v_indexes = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1363
+ * num_chunks = 0
+ * indexes = []
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+ * sofar += 1 # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_2 = PyNumber_InPlaceAdd(__pyx_v_sofar, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_v_sofar);
+ __pyx_v_sofar = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1431
+ *
+ *
+ * e_links_low = <int*> malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * e_links_high = <int*> malloc(e_sent_len*sizeof(int))
+ * f_links_low = <int*> malloc(f_sent_len*sizeof(int))
+ */
+ __pyx_v_e_links_low = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1432
+ *
+ * e_links_low = <int*> malloc(e_sent_len*sizeof(int))
+ * e_links_high = <int*> malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * f_links_low = <int*> malloc(f_sent_len*sizeof(int))
+ * f_links_high = <int*> malloc(f_sent_len*sizeof(int))
+ */
+ __pyx_v_e_links_high = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1433
+ * e_links_low = <int*> malloc(e_sent_len*sizeof(int))
+ * e_links_high = <int*> malloc(e_sent_len*sizeof(int))
+ * f_links_low = <int*> malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * f_links_high = <int*> malloc(f_sent_len*sizeof(int))
+ * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_f_links_low = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1434
+ * e_links_high = <int*> malloc(e_sent_len*sizeof(int))
+ * f_links_low = <int*> malloc(f_sent_len*sizeof(int))
+ * f_links_high = <int*> malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_f_links_high = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1435
+ * f_links_low = <int*> malloc(f_sent_len*sizeof(int))
+ * f_links_high = <int*> malloc(f_sent_len*sizeof(int))
+ * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_f_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1436
+ * f_links_high = <int*> malloc(f_sent_len*sizeof(int))
+ * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_f_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1437
+ * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_e_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1438
+ * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int))
+ * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_e_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1439
+ * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int))
+ * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int))
+ */
+ memset(__pyx_v_f_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1440
+ * e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int))
+ * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int))
+ * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int))
+ */
+ memset(__pyx_v_f_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1441
+ * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int))
+ * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int))
+ * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int))
+ *
+ */
+ memset(__pyx_v_e_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1442
+ * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int))
+ * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int))
+ * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ *
+ * reason_for_failure = ""
+ */
+ memset(__pyx_v_e_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1444
+ * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int))
+ *
+ * reason_for_failure = "" # <<<<<<<<<<<<<<
+ *
+ * for i from 0 <= i < e_sent_len:
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_45));
+ __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_45);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1446
+ * reason_for_failure = ""
+ *
+ * for i from 0 <= i < e_sent_len: # <<<<<<<<<<<<<<
+ * e_links_low[i] = -1
+ * e_links_high[i] = -1
+ */
+ __pyx_t_3 = __pyx_v_e_sent_len;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1447
+ *
+ * for i from 0 <= i < e_sent_len:
+ * e_links_low[i] = -1 # <<<<<<<<<<<<<<
+ * e_links_high[i] = -1
+ * for i from 0 <= i < f_sent_len:
+ */
+ (__pyx_v_e_links_low[__pyx_v_i]) = -1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1448
+ * for i from 0 <= i < e_sent_len:
+ * e_links_low[i] = -1
+ * e_links_high[i] = -1 # <<<<<<<<<<<<<<
+ * for i from 0 <= i < f_sent_len:
+ * f_links_low[i] = -1
+ */
+ (__pyx_v_e_links_high[__pyx_v_i]) = -1;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1449
+ * e_links_low[i] = -1
+ * e_links_high[i] = -1
+ * for i from 0 <= i < f_sent_len: # <<<<<<<<<<<<<<
+ * f_links_low[i] = -1
+ * f_links_high[i] = -1
+ */
+ __pyx_t_3 = __pyx_v_f_sent_len;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1450
+ * e_links_high[i] = -1
+ * for i from 0 <= i < f_sent_len:
+ * f_links_low[i] = -1 # <<<<<<<<<<<<<<
+ * f_links_high[i] = -1
+ *
+ */
+ (__pyx_v_f_links_low[__pyx_v_i]) = -1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1451
+ * for i from 0 <= i < f_sent_len:
+ * f_links_low[i] = -1
+ * f_links_high[i] = -1 # <<<<<<<<<<<<<<
+ *
+ * # this is really inefficient -- might be good to
+ */
+ (__pyx_v_f_links_high[__pyx_v_i]) = -1;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1457
+ * # links that we care about (but then how to look up
+ * # when we want to check something on the e side?)
+ * i = 0 # <<<<<<<<<<<<<<
+ * while i < num_links*2:
+ * f_i = sent_links[i]
+ */
+ __pyx_v_i = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1458
+ * # when we want to check something on the e side?)
+ * i = 0
+ * while i < num_links*2: # <<<<<<<<<<<<<<
+ * f_i = sent_links[i]
+ * e_i = sent_links[i+1]
+ */
+ while (1) {
+ __pyx_t_7 = (__pyx_v_i < (__pyx_v_num_links * 2));
+ if (!__pyx_t_7) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1459
+ * i = 0
+ * while i < num_links*2:
+ * f_i = sent_links[i] # <<<<<<<<<<<<<<
+ * e_i = sent_links[i+1]
+ * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i:
+ */
+ __pyx_v_f_i = (__pyx_v_sent_links[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1460
+ * while i < num_links*2:
+ * f_i = sent_links[i]
+ * e_i = sent_links[i+1] # <<<<<<<<<<<<<<
+ * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i:
+ * f_links_low[f_i] = e_i
+ */
+ __pyx_v_e_i = (__pyx_v_sent_links[(__pyx_v_i + 1)]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1461
+ * f_i = sent_links[i]
+ * e_i = sent_links[i+1]
+ * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: # <<<<<<<<<<<<<<
+ * f_links_low[f_i] = e_i
+ * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1:
+ */
+ __pyx_t_7 = ((__pyx_v_f_links_low[__pyx_v_f_i]) == -1);
+ if (!__pyx_t_7) {
+ __pyx_t_8 = ((__pyx_v_f_links_low[__pyx_v_f_i]) > __pyx_v_e_i);
+ __pyx_t_9 = __pyx_t_8;
+ } else {
+ __pyx_t_9 = __pyx_t_7;
+ }
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1462
+ * e_i = sent_links[i+1]
+ * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i:
+ * f_links_low[f_i] = e_i # <<<<<<<<<<<<<<
+ * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1:
+ * f_links_high[f_i] = e_i + 1
+ */
+ (__pyx_v_f_links_low[__pyx_v_f_i]) = __pyx_v_e_i;
+ goto __pyx_L14;
+ }
+ __pyx_L14:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1463
+ * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i:
+ * f_links_low[f_i] = e_i
+ * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: # <<<<<<<<<<<<<<
+ * f_links_high[f_i] = e_i + 1
+ * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i:
+ */
+ __pyx_t_9 = ((__pyx_v_f_links_high[__pyx_v_f_i]) == -1);
+ if (!__pyx_t_9) {
+ __pyx_t_7 = ((__pyx_v_f_links_high[__pyx_v_f_i]) < (__pyx_v_e_i + 1));
+ __pyx_t_8 = __pyx_t_7;
+ } else {
+ __pyx_t_8 = __pyx_t_9;
+ }
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1464
+ * f_links_low[f_i] = e_i
+ * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1:
+ * f_links_high[f_i] = e_i + 1 # <<<<<<<<<<<<<<
+ * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i:
+ * e_links_low[e_i] = f_i
+ */
+ (__pyx_v_f_links_high[__pyx_v_f_i]) = (__pyx_v_e_i + 1);
+ goto __pyx_L15;
+ }
+ __pyx_L15:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1465
+ * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1:
+ * f_links_high[f_i] = e_i + 1
+ * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: # <<<<<<<<<<<<<<
+ * e_links_low[e_i] = f_i
+ * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1:
+ */
+ __pyx_t_8 = ((__pyx_v_e_links_low[__pyx_v_e_i]) == -1);
+ if (!__pyx_t_8) {
+ __pyx_t_9 = ((__pyx_v_e_links_low[__pyx_v_e_i]) > __pyx_v_f_i);
+ __pyx_t_7 = __pyx_t_9;
+ } else {
+ __pyx_t_7 = __pyx_t_8;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1466
+ * f_links_high[f_i] = e_i + 1
+ * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i:
+ * e_links_low[e_i] = f_i # <<<<<<<<<<<<<<
+ * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1:
+ * e_links_high[e_i] = f_i + 1
+ */
+ (__pyx_v_e_links_low[__pyx_v_e_i]) = __pyx_v_f_i;
+ goto __pyx_L16;
+ }
+ __pyx_L16:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1467
+ * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i:
+ * e_links_low[e_i] = f_i
+ * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: # <<<<<<<<<<<<<<
+ * e_links_high[e_i] = f_i + 1
+ * i = i + 2
+ */
+ __pyx_t_7 = ((__pyx_v_e_links_high[__pyx_v_e_i]) == -1);
+ if (!__pyx_t_7) {
+ __pyx_t_8 = ((__pyx_v_e_links_high[__pyx_v_e_i]) < (__pyx_v_f_i + 1));
+ __pyx_t_9 = __pyx_t_8;
+ } else {
+ __pyx_t_9 = __pyx_t_7;
+ }
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1468
+ * e_links_low[e_i] = f_i
+ * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1:
+ * e_links_high[e_i] = f_i + 1 # <<<<<<<<<<<<<<
+ * i = i + 2
+ *
+ */
+ (__pyx_v_e_links_high[__pyx_v_e_i]) = (__pyx_v_f_i + 1);
+ goto __pyx_L17;
+ }
+ __pyx_L17:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1469
+ * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1:
+ * e_links_high[e_i] = f_i + 1
+ * i = i + 2 # <<<<<<<<<<<<<<
+ *
+ * als = []
+ */
+ __pyx_v_i = (__pyx_v_i + 2);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1471
+ * i = i + 2
+ *
+ * als = [] # <<<<<<<<<<<<<<
+ * for x in range(matching.start,matching.end):
+ * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start])
+ */
+ __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1471; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_v_als = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1472
+ *
+ * als = []
+ * for x in range(matching.start,matching.end): # <<<<<<<<<<<<<<
+ * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start])
+ * als.append(al)
+ */
+ __pyx_t_3 = __pyx_v_matching->end;
+ for (__pyx_t_4 = __pyx_v_matching->start; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
+ __pyx_v_x = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1473
+ * als = []
+ * for x in range(matching.start,matching.end):
+ * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) # <<<<<<<<<<<<<<
+ * als.append(al)
+ * # check all source-side alignment constraints
+ */
+ __pyx_t_2 = PyInt_FromLong(((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyInt_FromLong((__pyx_v_f_links_low[((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_2 = 0;
+ __pyx_t_1 = 0;
+ __Pyx_XDECREF(((PyObject *)__pyx_v_al));
+ __pyx_v_al = __pyx_t_10;
+ __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1474
+ * for x in range(matching.start,matching.end):
+ * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start])
+ * als.append(al) # <<<<<<<<<<<<<<
+ * # check all source-side alignment constraints
+ * met_constraints = 1
+ */
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+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1476
+ * als.append(al)
+ * # check all source-side alignment constraints
+ * met_constraints = 1 # <<<<<<<<<<<<<<
+ * if self.require_aligned_terminal:
+ * num_aligned_chunks = 0
+ */
+ __pyx_v_met_constraints = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1477
+ * # check all source-side alignment constraints
+ * met_constraints = 1
+ * if self.require_aligned_terminal: # <<<<<<<<<<<<<<
+ * num_aligned_chunks = 0
+ * for i from 0 <= i < num_chunks:
+ */
+ if (__pyx_v_self->require_aligned_terminal) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1478
+ * met_constraints = 1
+ * if self.require_aligned_terminal:
+ * num_aligned_chunks = 0 # <<<<<<<<<<<<<<
+ * for i from 0 <= i < num_chunks:
+ * for j from 0 <= j < chunklen[i]:
+ */
+ __pyx_v_num_aligned_chunks = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1479
+ * if self.require_aligned_terminal:
+ * num_aligned_chunks = 0
+ * for i from 0 <= i < num_chunks: # <<<<<<<<<<<<<<
+ * for j from 0 <= j < chunklen[i]:
+ * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1:
+ */
+ __pyx_t_3 = __pyx_v_num_chunks;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1480
+ * num_aligned_chunks = 0
+ * for i from 0 <= i < num_chunks:
+ * for j from 0 <= j < chunklen[i]: # <<<<<<<<<<<<<<
+ * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1:
+ * num_aligned_chunks = num_aligned_chunks + 1
+ */
+ __pyx_t_4 = (__pyx_v_chunklen[__pyx_v_i]);
+ for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1481
+ * for i from 0 <= i < num_chunks:
+ * for j from 0 <= j < chunklen[i]:
+ * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: # <<<<<<<<<<<<<<
+ * num_aligned_chunks = num_aligned_chunks + 1
+ * break
+ */
+ __pyx_t_9 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)]) > -1);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1482
+ * for j from 0 <= j < chunklen[i]:
+ * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1:
+ * num_aligned_chunks = num_aligned_chunks + 1 # <<<<<<<<<<<<<<
+ * break
+ * if num_aligned_chunks == 0:
+ */
+ __pyx_v_num_aligned_chunks = (__pyx_v_num_aligned_chunks + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1483
+ * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1:
+ * num_aligned_chunks = num_aligned_chunks + 1
+ * break # <<<<<<<<<<<<<<
+ * if num_aligned_chunks == 0:
+ * reason_for_failure = "No aligned terminals"
+ */
+ goto __pyx_L24_break;
+ goto __pyx_L25;
+ }
+ __pyx_L25:;
+ }
+ __pyx_L24_break:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1484
+ * num_aligned_chunks = num_aligned_chunks + 1
+ * break
+ * if num_aligned_chunks == 0: # <<<<<<<<<<<<<<
+ * reason_for_failure = "No aligned terminals"
+ * met_constraints = 0
+ */
+ __pyx_t_9 = (__pyx_v_num_aligned_chunks == 0);
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1485
+ * break
+ * if num_aligned_chunks == 0:
+ * reason_for_failure = "No aligned terminals" # <<<<<<<<<<<<<<
+ * met_constraints = 0
+ * if self.require_aligned_chunks and num_aligned_chunks < num_chunks:
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_126));
+ __Pyx_DECREF(__pyx_v_reason_for_failure);
+ __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_126);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1486
+ * if num_aligned_chunks == 0:
+ * reason_for_failure = "No aligned terminals"
+ * met_constraints = 0 # <<<<<<<<<<<<<<
+ * if self.require_aligned_chunks and num_aligned_chunks < num_chunks:
+ * reason_for_failure = "Unaligned chunk"
+ */
+ __pyx_v_met_constraints = 0;
+ goto __pyx_L26;
+ }
+ __pyx_L26:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1487
+ * reason_for_failure = "No aligned terminals"
+ * met_constraints = 0
+ * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: # <<<<<<<<<<<<<<
+ * reason_for_failure = "Unaligned chunk"
+ * met_constraints = 0
+ */
+ if (__pyx_v_self->require_aligned_chunks) {
+ __pyx_t_9 = (__pyx_v_num_aligned_chunks < __pyx_v_num_chunks);
+ __pyx_t_7 = __pyx_t_9;
+ } else {
+ __pyx_t_7 = __pyx_v_self->require_aligned_chunks;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1488
+ * met_constraints = 0
+ * if self.require_aligned_chunks and num_aligned_chunks < num_chunks:
+ * reason_for_failure = "Unaligned chunk" # <<<<<<<<<<<<<<
+ * met_constraints = 0
+ *
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_127));
+ __Pyx_DECREF(__pyx_v_reason_for_failure);
+ __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_127);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1489
+ * if self.require_aligned_chunks and num_aligned_chunks < num_chunks:
+ * reason_for_failure = "Unaligned chunk"
+ * met_constraints = 0 # <<<<<<<<<<<<<<
+ *
+ * if met_constraints and self.tight_phrases:
+ */
+ __pyx_v_met_constraints = 0;
+ goto __pyx_L27;
+ }
+ __pyx_L27:;
+ goto __pyx_L20;
+ }
+ __pyx_L20:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1491
+ * met_constraints = 0
+ *
+ * if met_constraints and self.tight_phrases: # <<<<<<<<<<<<<<
+ * # outside edge constraints are checked later
+ * for i from 0 <= i < num_chunks-1:
+ */
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+ __pyx_t_7 = __pyx_v_self->tight_phrases;
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+ __pyx_t_7 = __pyx_v_met_constraints;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1493
+ * if met_constraints and self.tight_phrases:
+ * # outside edge constraints are checked later
+ * for i from 0 <= i < num_chunks-1: # <<<<<<<<<<<<<<
+ * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1:
+ * reason_for_failure = "Gaps are not tight phrases"
+ */
+ __pyx_t_12 = (__pyx_v_num_chunks - 1);
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1494
+ * # outside edge constraints are checked later
+ * for i from 0 <= i < num_chunks-1:
+ * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: # <<<<<<<<<<<<<<
+ * reason_for_failure = "Gaps are not tight phrases"
+ * met_constraints = 0
+ */
+ __pyx_t_7 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start)]) == -1);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1495
+ * for i from 0 <= i < num_chunks-1:
+ * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1:
+ * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<<
+ * met_constraints = 0
+ * break
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_128));
+ __Pyx_DECREF(__pyx_v_reason_for_failure);
+ __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_128);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1496
+ * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1:
+ * reason_for_failure = "Gaps are not tight phrases"
+ * met_constraints = 0 # <<<<<<<<<<<<<<
+ * break
+ * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1:
+ */
+ __pyx_v_met_constraints = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1497
+ * reason_for_failure = "Gaps are not tight phrases"
+ * met_constraints = 0
+ * break # <<<<<<<<<<<<<<
+ * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1:
+ * reason_for_failure = "Gaps are not tight phrases"
+ */
+ goto __pyx_L30_break;
+ goto __pyx_L31;
+ }
+ __pyx_L31:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1498
+ * met_constraints = 0
+ * break
+ * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: # <<<<<<<<<<<<<<
+ * reason_for_failure = "Gaps are not tight phrases"
+ * met_constraints = 0
+ */
+ __pyx_t_7 = ((__pyx_v_f_links_low[(((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - 1) - __pyx_v_f_sent_start)]) == -1);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1499
+ * break
+ * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1:
+ * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<<
+ * met_constraints = 0
+ * break
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_128));
+ __Pyx_DECREF(__pyx_v_reason_for_failure);
+ __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_128);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1500
+ * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1:
+ * reason_for_failure = "Gaps are not tight phrases"
+ * met_constraints = 0 # <<<<<<<<<<<<<<
+ * break
+ *
+ */
+ __pyx_v_met_constraints = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1501
+ * reason_for_failure = "Gaps are not tight phrases"
+ * met_constraints = 0
+ * break # <<<<<<<<<<<<<<
+ *
+ * f_low = matching.arr[matching.start] - f_sent_start
+ */
+ goto __pyx_L30_break;
+ goto __pyx_L32;
+ }
+ __pyx_L32:;
+ }
+ __pyx_L30_break:;
+ goto __pyx_L28;
+ }
+ __pyx_L28:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1503
+ * break
+ *
+ * f_low = matching.arr[matching.start] - f_sent_start # <<<<<<<<<<<<<<
+ * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start
+ * if met_constraints:
+ */
+ __pyx_v_f_low = ((__pyx_v_matching->arr[__pyx_v_matching->start]) - __pyx_v_f_sent_start);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1504
+ *
+ * f_low = matching.arr[matching.start] - f_sent_start
+ * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start # <<<<<<<<<<<<<<
+ * if met_constraints:
+ *
+ */
+ __pyx_v_f_high = (((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_matching->size) - 1)]) + (__pyx_v_chunklen[(__pyx_v_num_chunks - 1)])) - __pyx_v_f_sent_start);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1505
+ * f_low = matching.arr[matching.start] - f_sent_start
+ * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start
+ * if met_constraints: # <<<<<<<<<<<<<<
+ *
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+ */
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1507
+ * if met_constraints:
+ *
+ * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, # <<<<<<<<<<<<<<
+ * -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len,
+ * self.train_max_initial_size, self.train_max_initial_size,
+ */
+ __pyx_t_10 = PyInt_FromLong(__pyx_v_f_high); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1507; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1511
+ * self.train_max_initial_size, self.train_max_initial_size,
+ * self.train_min_gap_size, 0,
+ * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): # <<<<<<<<<<<<<<
+ * gap_error = 0
+ * num_gaps = 0
+ */
+ __pyx_t_3 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_low, __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, (&__pyx_v_e_low), (&__pyx_v_e_high), (&__pyx_v_f_back_low), (&__pyx_v_f_back_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_min_gap_size, 0, ((__pyx_v_self->max_nonterminals - __pyx_v_num_chunks) + 1), 1, 1, 0, 0);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1512
+ * self.train_min_gap_size, 0,
+ * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0):
+ * gap_error = 0 # <<<<<<<<<<<<<<
+ * num_gaps = 0
+ *
+ */
+ __pyx_v_gap_error = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1513
+ * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0):
+ * gap_error = 0
+ * num_gaps = 0 # <<<<<<<<<<<<<<
+ *
+ * if f_back_low < f_low:
+ */
+ __pyx_v_num_gaps = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1515
+ * num_gaps = 0
+ *
+ * if f_back_low < f_low: # <<<<<<<<<<<<<<
+ * f_gap_low[0] = f_back_low
+ * f_gap_high[0] = f_low
+ */
+ __pyx_t_7 = (__pyx_v_f_back_low < __pyx_v_f_low);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1516
+ *
+ * if f_back_low < f_low:
+ * f_gap_low[0] = f_back_low # <<<<<<<<<<<<<<
+ * f_gap_high[0] = f_low
+ * num_gaps = 1
+ */
+ (__pyx_v_f_gap_low[0]) = __pyx_v_f_back_low;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1517
+ * if f_back_low < f_low:
+ * f_gap_low[0] = f_back_low
+ * f_gap_high[0] = f_low # <<<<<<<<<<<<<<
+ * num_gaps = 1
+ * gap_start = 0
+ */
+ (__pyx_v_f_gap_high[0]) = __pyx_v_f_low;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1518
+ * f_gap_low[0] = f_back_low
+ * f_gap_high[0] = f_low
+ * num_gaps = 1 # <<<<<<<<<<<<<<
+ * gap_start = 0
+ * phrase_len = phrase_len+1
+ */
+ __pyx_v_num_gaps = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1519
+ * f_gap_high[0] = f_low
+ * num_gaps = 1
+ * gap_start = 0 # <<<<<<<<<<<<<<
+ * phrase_len = phrase_len+1
+ * if phrase_len > self.max_length:
+ */
+ __pyx_v_gap_start = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1520
+ * num_gaps = 1
+ * gap_start = 0
+ * phrase_len = phrase_len+1 # <<<<<<<<<<<<<<
+ * if phrase_len > self.max_length:
+ * gap_error = 1
+ */
+ __pyx_v_phrase_len = (__pyx_v_phrase_len + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1521
+ * gap_start = 0
+ * phrase_len = phrase_len+1
+ * if phrase_len > self.max_length: # <<<<<<<<<<<<<<
+ * gap_error = 1
+ * if self.tight_phrases:
+ */
+ __pyx_t_7 = (__pyx_v_phrase_len > __pyx_v_self->max_length);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1522
+ * phrase_len = phrase_len+1
+ * if phrase_len > self.max_length:
+ * gap_error = 1 # <<<<<<<<<<<<<<
+ * if self.tight_phrases:
+ * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1:
+ */
+ __pyx_v_gap_error = 1;
+ goto __pyx_L36;
+ }
+ __pyx_L36:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1523
+ * if phrase_len > self.max_length:
+ * gap_error = 1
+ * if self.tight_phrases: # <<<<<<<<<<<<<<
+ * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1:
+ * gap_error = 1
+ */
+ if (__pyx_v_self->tight_phrases) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1524
+ * gap_error = 1
+ * if self.tight_phrases:
+ * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: # <<<<<<<<<<<<<<
+ * gap_error = 1
+ * reason_for_failure = "Inside edges of preceding subphrase are not tight"
+ */
+ __pyx_t_7 = ((__pyx_v_f_links_low[__pyx_v_f_back_low]) == -1);
+ if (!__pyx_t_7) {
+ __pyx_t_9 = ((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) == -1);
+ __pyx_t_8 = __pyx_t_9;
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+ __pyx_t_8 = __pyx_t_7;
+ }
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1525
+ * if self.tight_phrases:
+ * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1:
+ * gap_error = 1 # <<<<<<<<<<<<<<
+ * reason_for_failure = "Inside edges of preceding subphrase are not tight"
+ * else:
+ */
+ __pyx_v_gap_error = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1526
+ * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1:
+ * gap_error = 1
+ * reason_for_failure = "Inside edges of preceding subphrase are not tight" # <<<<<<<<<<<<<<
+ * else:
+ * gap_start = 1
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_129));
+ __Pyx_DECREF(__pyx_v_reason_for_failure);
+ __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_129);
+ goto __pyx_L38;
+ }
+ __pyx_L38:;
+ goto __pyx_L37;
+ }
+ __pyx_L37:;
+ goto __pyx_L35;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1528
+ * reason_for_failure = "Inside edges of preceding subphrase are not tight"
+ * else:
+ * gap_start = 1 # <<<<<<<<<<<<<<
+ * if self.tight_phrases and f_links_low[f_low] == -1:
+ * # this is not a hard error. we can't extract this phrase
+ */
+ __pyx_v_gap_start = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1529
+ * else:
+ * gap_start = 1
+ * if self.tight_phrases and f_links_low[f_low] == -1: # <<<<<<<<<<<<<<
+ * # this is not a hard error. we can't extract this phrase
+ * # but we still might be able to extract a superphrase
+ */
+ if (__pyx_v_self->tight_phrases) {
+ __pyx_t_8 = ((__pyx_v_f_links_low[__pyx_v_f_low]) == -1);
+ __pyx_t_7 = __pyx_t_8;
+ } else {
+ __pyx_t_7 = __pyx_v_self->tight_phrases;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1532
+ * # this is not a hard error. we can't extract this phrase
+ * # but we still might be able to extract a superphrase
+ * met_constraints = 0 # <<<<<<<<<<<<<<
+ *
+ * for i from 0 <= i < matching.size - 1:
+ */
+ __pyx_v_met_constraints = 0;
+ goto __pyx_L39;
+ }
+ __pyx_L39:;
+ }
+ __pyx_L35:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1534
+ * met_constraints = 0
+ *
+ * for i from 0 <= i < matching.size - 1: # <<<<<<<<<<<<<<
+ * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start
+ * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start
+ */
+ __pyx_t_12 = (__pyx_v_matching->size - 1);
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1535
+ *
+ * for i from 0 <= i < matching.size - 1:
+ * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start # <<<<<<<<<<<<<<
+ * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start
+ * num_gaps = num_gaps + 1
+ */
+ (__pyx_v_f_gap_low[(1 + __pyx_v_i)]) = (((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1536
+ * for i from 0 <= i < matching.size - 1:
+ * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start
+ * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start # <<<<<<<<<<<<<<
+ * num_gaps = num_gaps + 1
+ *
+ */
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+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1537
+ * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start
+ * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start
+ * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<<
+ *
+ * if f_high < f_back_high:
+ */
+ __pyx_v_num_gaps = (__pyx_v_num_gaps + 1);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1539
+ * num_gaps = num_gaps + 1
+ *
+ * if f_high < f_back_high: # <<<<<<<<<<<<<<
+ * f_gap_low[gap_start+num_gaps] = f_high
+ * f_gap_high[gap_start+num_gaps] = f_back_high
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+
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+ *
+ * if f_high < f_back_high:
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+ */
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+
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+ * if f_high < f_back_high:
+ * f_gap_low[gap_start+num_gaps] = f_high
+ * f_gap_high[gap_start+num_gaps] = f_back_high # <<<<<<<<<<<<<<
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+ * phrase_len = phrase_len+1
+ */
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+ * f_gap_low[gap_start+num_gaps] = f_high
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+ */
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1543
+ * f_gap_high[gap_start+num_gaps] = f_back_high
+ * num_gaps = num_gaps + 1
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1544
+ * num_gaps = num_gaps + 1
+ * phrase_len = phrase_len+1
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+ * gap_error = 1
+ * if self.tight_phrases:
+ */
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+ * phrase_len = phrase_len+1
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+ * gap_error = 1 # <<<<<<<<<<<<<<
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+ goto __pyx_L43;
+ }
+ __pyx_L43:;
+
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+ * gap_error = 1
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+ * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1:
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1547
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+ goto __pyx_L42;
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+ * reason_for_failure = "Inside edges of following subphrase are not tight"
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+ * met_constraints = 0
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+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1552
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+ * if self.tight_phrases and f_links_low[f_high-1] == -1:
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+ */
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1571
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+ * if f_back_low < f_low: # <<<<<<<<<<<<<<
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+ * f_back_high == f_high and
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+ __pyx_t_9 = (__pyx_v_num_gaps < (__pyx_v_self->max_nonterminals - 1));
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1710
+ * extracts.append((fphr, phrase2, pair_count, tuple(als3)))
+ * if (num_gaps < self.max_nonterminals - 1 and
+ * phrase_len+1 < self.max_length and # <<<<<<<<<<<<<<
+ * f_back_high == f_high and
+ * f_back_low == f_low and
+ */
+ __pyx_t_7 = ((__pyx_v_phrase_len + 1) < __pyx_v_self->max_length);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1711
+ * if (num_gaps < self.max_nonterminals - 1 and
+ * phrase_len+1 < self.max_length and
+ * f_back_high == f_high and # <<<<<<<<<<<<<<
+ * f_back_low == f_low and
+ * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and
+ */
+ __pyx_t_18 = (__pyx_v_f_back_high == __pyx_v_f_high);
+ if (__pyx_t_18) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1712
+ * phrase_len+1 < self.max_length and
+ * f_back_high == f_high and
+ * f_back_low == f_low and # <<<<<<<<<<<<<<
+ * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and
+ * f_low >= self.train_min_gap_size and
+ */
+ __pyx_t_8 = (__pyx_v_f_back_low == __pyx_v_f_low);
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1713
+ * f_back_high == f_high and
+ * f_back_low == f_low and
+ * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and # <<<<<<<<<<<<<<
+ * f_low >= self.train_min_gap_size and
+ * f_high <= f_sent_len - self.train_min_gap_size and
+ */
+ __pyx_t_19 = (((__pyx_v_f_back_high - __pyx_v_f_back_low) + (2 * __pyx_v_self->train_min_gap_size)) <= __pyx_v_self->train_max_initial_size);
+ if (__pyx_t_19) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1714
+ * f_back_low == f_low and
+ * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and
+ * f_low >= self.train_min_gap_size and # <<<<<<<<<<<<<<
+ * f_high <= f_sent_len - self.train_min_gap_size and
+ * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))):
+ */
+ __pyx_t_20 = (__pyx_v_f_low >= __pyx_v_self->train_min_gap_size);
+ if (__pyx_t_20) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1715
+ * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and
+ * f_low >= self.train_min_gap_size and
+ * f_high <= f_sent_len - self.train_min_gap_size and # <<<<<<<<<<<<<<
+ * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))):
+ *
+ */
+ __pyx_t_21 = (__pyx_v_f_high <= (__pyx_v_f_sent_len - __pyx_v_self->train_min_gap_size));
+ if (__pyx_t_21) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1716
+ * f_low >= self.train_min_gap_size and
+ * f_high <= f_sent_len - self.train_min_gap_size and
+ * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): # <<<<<<<<<<<<<<
+ *
+ * met_constraints = 1
+ */
+ __pyx_t_22 = (!__pyx_v_self->tight_phrases);
+ if (!__pyx_t_22) {
+ __pyx_t_23 = ((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) != -1);
+ if (__pyx_t_23) {
+ __pyx_t_24 = ((__pyx_v_f_links_low[__pyx_v_f_high]) != -1);
+ __pyx_t_25 = __pyx_t_24;
+ } else {
+ __pyx_t_25 = __pyx_t_23;
+ }
+ __pyx_t_23 = __pyx_t_25;
+ } else {
+ __pyx_t_23 = __pyx_t_22;
+ }
+ __pyx_t_22 = __pyx_t_23;
+ } else {
+ __pyx_t_22 = __pyx_t_21;
+ }
+ __pyx_t_21 = __pyx_t_22;
+ } else {
+ __pyx_t_21 = __pyx_t_20;
+ }
+ __pyx_t_20 = __pyx_t_21;
+ } else {
+ __pyx_t_20 = __pyx_t_19;
+ }
+ __pyx_t_19 = __pyx_t_20;
+ } else {
+ __pyx_t_19 = __pyx_t_8;
+ }
+ __pyx_t_8 = __pyx_t_19;
+ } else {
+ __pyx_t_8 = __pyx_t_18;
+ }
+ __pyx_t_18 = __pyx_t_8;
+ } else {
+ __pyx_t_18 = __pyx_t_7;
+ }
+ __pyx_t_7 = __pyx_t_18;
+ } else {
+ __pyx_t_7 = __pyx_t_9;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1718
+ * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))):
+ *
+ * met_constraints = 1 # <<<<<<<<<<<<<<
+ * f_x_low = f_low-self.train_min_gap_size
+ * if self.tight_phrases:
+ */
+ __pyx_v_met_constraints = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1719
+ *
+ * met_constraints = 1
+ * f_x_low = f_low-self.train_min_gap_size # <<<<<<<<<<<<<<
+ * if self.tight_phrases:
+ * while f_x_low >= 0 and f_links_low[f_x_low] == -1:
+ */
+ __pyx_v_f_x_low = (__pyx_v_f_low - __pyx_v_self->train_min_gap_size);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1720
+ * met_constraints = 1
+ * f_x_low = f_low-self.train_min_gap_size
+ * if self.tight_phrases: # <<<<<<<<<<<<<<
+ * while f_x_low >= 0 and f_links_low[f_x_low] == -1:
+ * f_x_low = f_x_low - 1
+ */
+ if (__pyx_v_self->tight_phrases) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1721
+ * f_x_low = f_low-self.train_min_gap_size
+ * if self.tight_phrases:
+ * while f_x_low >= 0 and f_links_low[f_x_low] == -1: # <<<<<<<<<<<<<<
+ * f_x_low = f_x_low - 1
+ * if f_x_low < 0:
+ */
+ while (1) {
+ __pyx_t_7 = (__pyx_v_f_x_low >= 0);
+ if (__pyx_t_7) {
+ __pyx_t_9 = ((__pyx_v_f_links_low[__pyx_v_f_x_low]) == -1);
+ __pyx_t_18 = __pyx_t_9;
+ } else {
+ __pyx_t_18 = __pyx_t_7;
+ }
+ if (!__pyx_t_18) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1722
+ * if self.tight_phrases:
+ * while f_x_low >= 0 and f_links_low[f_x_low] == -1:
+ * f_x_low = f_x_low - 1 # <<<<<<<<<<<<<<
+ * if f_x_low < 0:
+ * met_constraints = 0
+ */
+ __pyx_v_f_x_low = (__pyx_v_f_x_low - 1);
+ }
+ goto __pyx_L95;
+ }
+ __pyx_L95:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1723
+ * while f_x_low >= 0 and f_links_low[f_x_low] == -1:
+ * f_x_low = f_x_low - 1
+ * if f_x_low < 0: # <<<<<<<<<<<<<<
+ * met_constraints = 0
+ *
+ */
+ __pyx_t_18 = (__pyx_v_f_x_low < 0);
+ if (__pyx_t_18) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1724
+ * f_x_low = f_x_low - 1
+ * if f_x_low < 0:
+ * met_constraints = 0 # <<<<<<<<<<<<<<
+ *
+ * f_x_high = f_high+self.train_min_gap_size
+ */
+ __pyx_v_met_constraints = 0;
+ goto __pyx_L98;
+ }
+ __pyx_L98:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1726
+ * met_constraints = 0
+ *
+ * f_x_high = f_high+self.train_min_gap_size # <<<<<<<<<<<<<<
+ * if self.tight_phrases:
+ * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1:
+ */
+ __pyx_v_f_x_high = (__pyx_v_f_high + __pyx_v_self->train_min_gap_size);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1727
+ *
+ * f_x_high = f_high+self.train_min_gap_size
+ * if self.tight_phrases: # <<<<<<<<<<<<<<
+ * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1:
+ * f_x_high = f_x_high + 1
+ */
+ if (__pyx_v_self->tight_phrases) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1728
+ * f_x_high = f_high+self.train_min_gap_size
+ * if self.tight_phrases:
+ * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: # <<<<<<<<<<<<<<
+ * f_x_high = f_x_high + 1
+ * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size:
+ */
+ while (1) {
+ __pyx_t_18 = (__pyx_v_f_x_high <= __pyx_v_f_sent_len);
+ if (__pyx_t_18) {
+ __pyx_t_7 = ((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) == -1);
+ __pyx_t_9 = __pyx_t_7;
+ } else {
+ __pyx_t_9 = __pyx_t_18;
+ }
+ if (!__pyx_t_9) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1729
+ * if self.tight_phrases:
+ * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1:
+ * f_x_high = f_x_high + 1 # <<<<<<<<<<<<<<
+ * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size:
+ * met_constraints = 0
+ */
+ __pyx_v_f_x_high = (__pyx_v_f_x_high + 1);
+ }
+ goto __pyx_L99;
+ }
+ __pyx_L99:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1730
+ * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1:
+ * f_x_high = f_x_high + 1
+ * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: # <<<<<<<<<<<<<<
+ * met_constraints = 0
+ *
+ */
+ __pyx_t_9 = (__pyx_v_f_x_high > __pyx_v_f_sent_len);
+ if (!__pyx_t_9) {
+ __pyx_t_18 = ((__pyx_v_f_x_high - __pyx_v_f_x_low) > __pyx_v_self->train_max_initial_size);
+ __pyx_t_7 = __pyx_t_18;
+ } else {
+ __pyx_t_7 = __pyx_t_9;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1731
+ * f_x_high = f_x_high + 1
+ * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size:
+ * met_constraints = 0 # <<<<<<<<<<<<<<
+ *
+ * if (met_constraints and
+ */
+ __pyx_v_met_constraints = 0;
+ goto __pyx_L102;
+ }
+ __pyx_L102:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1733
+ * met_constraints = 0
+ *
+ * if (met_constraints and # <<<<<<<<<<<<<<
+ * self.find_fixpoint(f_x_low, f_x_high,
+ * f_links_low, f_links_high, e_links_low, e_links_high,
+ */
+ if (__pyx_v_met_constraints) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1734
+ *
+ * if (met_constraints and
+ * self.find_fixpoint(f_x_low, f_x_high, # <<<<<<<<<<<<<<
+ * f_links_low, f_links_high, e_links_low, e_links_high,
+ * e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high,
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_f_x_high); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1734; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1738
+ * e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high,
+ * f_sent_len, e_sent_len,
+ * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<<
+ * 1, 1, 2, 1, 1, 1, 1) and
+ * ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and
+ */
+ if (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_1, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_e_low, __pyx_v_e_high, (&__pyx_v_e_x_low), (&__pyx_v_e_x_high), (&__pyx_v_f_x_low), (&__pyx_v_f_x_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 1, 1, 2, 1, 1, 1, 1)) {
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1740
+ * self.train_max_initial_size, self.train_max_initial_size,
+ * 1, 1, 2, 1, 1, 1, 1) and
+ * ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and # <<<<<<<<<<<<<<
+ * self.find_fixpoint(f_x_low, f_low,
+ * f_links_low, f_links_high, e_links_low, e_links_high,
+ */
+ __pyx_t_7 = (!__pyx_v_self->tight_phrases);
+ if (!__pyx_t_7) {
+ __pyx_t_9 = ((__pyx_v_f_links_low[__pyx_v_f_x_low]) != -1);
+ if (__pyx_t_9) {
+ __pyx_t_18 = ((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) != -1);
+ __pyx_t_8 = __pyx_t_18;
+ } else {
+ __pyx_t_8 = __pyx_t_9;
+ }
+ __pyx_t_9 = __pyx_t_8;
+ } else {
+ __pyx_t_9 = __pyx_t_7;
+ }
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1741
+ * 1, 1, 2, 1, 1, 1, 1) and
+ * ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and
+ * self.find_fixpoint(f_x_low, f_low, # <<<<<<<<<<<<<<
+ * f_links_low, f_links_high, e_links_low, e_links_high,
+ * -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high,
+ */
+ __pyx_t_15 = PyInt_FromLong(__pyx_v_f_low); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1741; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1745
+ * -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high,
+ * f_sent_len, e_sent_len,
+ * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<<
+ * 0, 0, 0, 0, 0, 0, 0) and
+ * self.find_fixpoint(f_high, f_x_high,
+ */
+ __pyx_t_3 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_15, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, __pyx_v_e_gap_low, __pyx_v_e_gap_high, __pyx_v_f_gap_low, __pyx_v_f_gap_high, __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1747
+ * self.train_max_initial_size, self.train_max_initial_size,
+ * 0, 0, 0, 0, 0, 0, 0) and
+ * self.find_fixpoint(f_high, f_x_high, # <<<<<<<<<<<<<<
+ * f_links_low, f_links_high, e_links_low, e_links_high,
+ * -1, -1, e_gap_low+1+num_gaps, e_gap_high+1+num_gaps,
+ */
+ __pyx_t_15 = PyInt_FromLong(__pyx_v_f_x_high); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1747; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1752
+ * f_gap_low+1+num_gaps, f_gap_high+1+num_gaps,
+ * f_sent_len, e_sent_len,
+ * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<<
+ * 0, 0, 0, 0, 0, 0, 0)):
+ * fphr_arr._clear()
+ */
+ __pyx_t_4 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_high, __pyx_t_15, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, ((__pyx_v_e_gap_low + 1) + __pyx_v_num_gaps), ((__pyx_v_e_gap_high + 1) + __pyx_v_num_gaps), ((__pyx_v_f_gap_low + 1) + __pyx_v_num_gaps), ((__pyx_v_f_gap_high + 1) + __pyx_v_num_gaps), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ __pyx_t_7 = __pyx_t_4;
+ } else {
+ __pyx_t_7 = __pyx_t_3;
+ }
+ __pyx_t_8 = __pyx_t_7;
+ } else {
+ __pyx_t_8 = __pyx_t_9;
+ }
+ __pyx_t_9 = __pyx_t_8;
+ } else {
+ __pyx_t_9 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_1, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_e_low, __pyx_v_e_high, (&__pyx_v_e_x_low), (&__pyx_v_e_x_high), (&__pyx_v_f_x_low), (&__pyx_v_f_x_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 1, 1, 2, 1, 1, 1, 1);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __pyx_t_8 = __pyx_t_9;
+ } else {
+ __pyx_t_8 = __pyx_v_met_constraints;
+ }
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1754
+ * self.train_max_initial_size, self.train_max_initial_size,
+ * 0, 0, 0, 0, 0, 0, 0)):
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+}
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+}
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+}
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+}
+
+static PyObject *__pyx_getprop_3_sa_4Rule_e(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_4Rule_1e_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_3_sa_4Rule_word_alignments(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_4Rule_15word_alignments_1__get__(o);
+}
+
+static int __pyx_setprop_3_sa_4Rule_word_alignments(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_3_sa_4Rule_15word_alignments_3__set__(o, v);
+ }
+ else {
+ return __pyx_pw_3_sa_4Rule_15word_alignments_5__del__(o);
+ }
+}
+
+static PyMethodDef __pyx_methods_3_sa_Rule[] = {
+ {__Pyx_NAMESTR("fmerge"), (PyCFunction)__pyx_pw_3_sa_4Rule_11fmerge, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("arity"), (PyCFunction)__pyx_pw_3_sa_4Rule_13arity, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_3_sa_Rule[] = {
+ {(char *)"scores", __pyx_getprop_3_sa_4Rule_scores, __pyx_setprop_3_sa_4Rule_scores, 0, 0},
+ {(char *)"lhs", __pyx_getprop_3_sa_4Rule_lhs, __pyx_setprop_3_sa_4Rule_lhs, 0, 0},
+ {(char *)"f", __pyx_getprop_3_sa_4Rule_f, 0, 0, 0},
+ {(char *)"e", __pyx_getprop_3_sa_4Rule_e, 0, 0, 0},
+ {(char *)"word_alignments", __pyx_getprop_3_sa_4Rule_word_alignments, __pyx_setprop_3_sa_4Rule_word_alignments, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_Rule = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ __pyx_pw_3_sa_4Rule_9__iadd__, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_Rule = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_Rule = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_Rule = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_Rule = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.Rule"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_Rule), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_Rule, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ __pyx_pw_3_sa_4Rule_7__cmp__, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_Rule, /*tp_as_number*/
+ &__pyx_tp_as_sequence_Rule, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_Rule, /*tp_as_mapping*/
+ __pyx_pw_3_sa_4Rule_5__hash__, /*tp_hash*/
+ 0, /*tp_call*/
+ __pyx_pw_3_sa_4Rule_15__str__, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_Rule, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_Rule, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_Rule, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_Rule, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_3_sa_Rule, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_Rule, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_FloatList __pyx_vtable_3_sa_FloatList;
+
+static PyObject *__pyx_tp_new_3_sa_FloatList(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_FloatList *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_FloatList *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_FloatList;
+ if (__pyx_pw_3_sa_9FloatList_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_FloatList(PyObject *o) {
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_3_sa_9FloatList_3__dealloc__(o);
+ if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
+ --Py_REFCNT(o);
+ PyErr_Restore(etype, eval, etb);
+ }
+ (*Py_TYPE(o)->tp_free)(o);
+}
+static PyObject *__pyx_sq_item_3_sa_FloatList(PyObject *o, Py_ssize_t i) {
+ PyObject *r;
+ PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
+ r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
+ Py_DECREF(x);
+ return r;
+}
+
+static int __pyx_mp_ass_subscript_3_sa_FloatList(PyObject *o, PyObject *i, PyObject *v) {
+ if (v) {
+ return __pyx_pw_3_sa_9FloatList_7__setitem__(o, i, v);
+ }
+ else {
+ PyErr_Format(PyExc_NotImplementedError,
+ "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name);
+ return -1;
+ }
+}
+
+static PyMethodDef __pyx_methods_3_sa_FloatList[] = {
+ {__Pyx_NAMESTR("append"), (PyCFunction)__pyx_pw_3_sa_9FloatList_11append, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_3_sa_9FloatList_13write, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_3_sa_9FloatList_15read, METH_O, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_FloatList = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_FloatList = {
+ __pyx_pw_3_sa_9FloatList_9__len__, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ __pyx_sq_item_3_sa_FloatList, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_FloatList = {
+ __pyx_pw_3_sa_9FloatList_9__len__, /*mp_length*/
+ __pyx_pw_3_sa_9FloatList_5__getitem__, /*mp_subscript*/
+ __pyx_mp_ass_subscript_3_sa_FloatList, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_FloatList = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_FloatList = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.FloatList"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_FloatList), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_FloatList, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_FloatList, /*tp_as_number*/
+ &__pyx_tp_as_sequence_FloatList, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_FloatList, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_FloatList, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_FloatList, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_FloatList, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_IntList __pyx_vtable_3_sa_IntList;
+
+static PyObject *__pyx_tp_new_3_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_IntList *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_IntList *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_IntList;
+ if (__pyx_pw_3_sa_7IntList_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_IntList(PyObject *o) {
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_3_sa_7IntList_15__dealloc__(o);
+ if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
+ --Py_REFCNT(o);
+ PyErr_Restore(etype, eval, etb);
+ }
+ (*Py_TYPE(o)->tp_free)(o);
+}
+static PyObject *__pyx_sq_item_3_sa_IntList(PyObject *o, Py_ssize_t i) {
+ PyObject *r;
+ PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
+ r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
+ Py_DECREF(x);
+ return r;
+}
+
+static int __pyx_mp_ass_subscript_3_sa_IntList(PyObject *o, PyObject *i, PyObject *v) {
+ if (v) {
+ return __pyx_pw_3_sa_7IntList_19__setitem__(o, i, v);
+ }
+ else {
+ PyErr_Format(PyExc_NotImplementedError,
+ "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name);
+ return -1;
+ }
+}
+
+static PyMethodDef __pyx_methods_3_sa_IntList[] = {
+ {__Pyx_NAMESTR("index"), (PyCFunction)__pyx_pw_3_sa_7IntList_5index, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("partition"), (PyCFunction)__pyx_pw_3_sa_7IntList_7partition, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("_doquicksort"), (PyCFunction)__pyx_pw_3_sa_7IntList_9_doquicksort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("sort"), (PyCFunction)__pyx_pw_3_sa_7IntList_11sort, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("reset"), (PyCFunction)__pyx_pw_3_sa_7IntList_13reset, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("getSize"), (PyCFunction)__pyx_pw_3_sa_7IntList_23getSize, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("append"), (PyCFunction)__pyx_pw_3_sa_7IntList_25append, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("extend"), (PyCFunction)__pyx_pw_3_sa_7IntList_27extend, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_3_sa_7IntList_29write, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_3_sa_7IntList_31read, METH_O, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_IntList = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_IntList = {
+ __pyx_pw_3_sa_7IntList_21__len__, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ __pyx_sq_item_3_sa_IntList, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_IntList = {
+ __pyx_pw_3_sa_7IntList_21__len__, /*mp_length*/
+ __pyx_pw_3_sa_7IntList_17__getitem__, /*mp_subscript*/
+ __pyx_mp_ass_subscript_3_sa_IntList, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_IntList = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_IntList = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.IntList"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_IntList), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_IntList, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_IntList, /*tp_as_number*/
+ &__pyx_tp_as_sequence_IntList, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_IntList, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ __pyx_pw_3_sa_7IntList_3__str__, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_IntList, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_IntList, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_IntList, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_StringMap __pyx_vtable_3_sa_StringMap;
+
+static PyObject *__pyx_tp_new_3_sa_StringMap(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa_StringMap *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_StringMap *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_StringMap;
+ if (__pyx_pw_3_sa_9StringMap_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_StringMap(PyObject *o) {
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_3_sa_9StringMap_3__dealloc__(o);
+ if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
+ --Py_REFCNT(o);
+ PyErr_Restore(etype, eval, etb);
+ }
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static PyMethodDef __pyx_methods_3_sa_StringMap[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_StringMap = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_StringMap = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_StringMap = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_StringMap = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_StringMap = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.StringMap"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_StringMap), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_StringMap, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_StringMap, /*tp_as_number*/
+ &__pyx_tp_as_sequence_StringMap, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_StringMap, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_StringMap, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_StringMap, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_StringMap, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_DataArray __pyx_vtable_3_sa_DataArray;
+
+static PyObject *__pyx_tp_new_3_sa_DataArray(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_DataArray *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_DataArray *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_DataArray;
+ p->word2id = Py_None; Py_INCREF(Py_None);
+ p->id2word = Py_None; Py_INCREF(Py_None);
+ p->data = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->sent_id = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_9DataArray_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_DataArray(PyObject *o) {
+ struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o;
+ Py_XDECREF(p->word2id);
+ Py_XDECREF(p->id2word);
+ Py_XDECREF(((PyObject *)p->data));
+ Py_XDECREF(((PyObject *)p->sent_id));
+ Py_XDECREF(((PyObject *)p->sent_index));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_DataArray(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o;
+ if (p->word2id) {
+ e = (*v)(p->word2id, a); if (e) return e;
+ }
+ if (p->id2word) {
+ e = (*v)(p->id2word, a); if (e) return e;
+ }
+ if (p->data) {
+ e = (*v)(((PyObject*)p->data), a); if (e) return e;
+ }
+ if (p->sent_id) {
+ e = (*v)(((PyObject*)p->sent_id), a); if (e) return e;
+ }
+ if (p->sent_index) {
+ e = (*v)(((PyObject*)p->sent_index), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_DataArray(PyObject *o) {
+ struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->word2id);
+ p->word2id = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->id2word);
+ p->id2word = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->data);
+ p->data = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->sent_id);
+ p->sent_id = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->sent_index);
+ p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_DataArray[] = {
+ {__Pyx_NAMESTR("getSentId"), (PyCFunction)__pyx_pw_3_sa_9DataArray_5getSentId, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("getSent"), (PyCFunction)__pyx_pw_3_sa_9DataArray_7getSent, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("getSentPos"), (PyCFunction)__pyx_pw_3_sa_9DataArray_9getSentPos, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("get_id"), (PyCFunction)__pyx_pw_3_sa_9DataArray_11get_id, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("get_word"), (PyCFunction)__pyx_pw_3_sa_9DataArray_13get_word, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_9DataArray_15write_text, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_9DataArray_17read_text, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read_bitext"), (PyCFunction)__pyx_pw_3_sa_9DataArray_19read_bitext, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read_text_data"), (PyCFunction)__pyx_pw_3_sa_9DataArray_21read_text_data, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_23read_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_25write_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_enhanced_handle"), (PyCFunction)__pyx_pw_3_sa_9DataArray_27write_enhanced_handle, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_9DataArray_29write_enhanced, METH_O, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_DataArray = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_DataArray = {
+ __pyx_pw_3_sa_9DataArray_3__len__, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_DataArray = {
+ __pyx_pw_3_sa_9DataArray_3__len__, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_DataArray = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_DataArray = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.DataArray"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_DataArray), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_DataArray, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_DataArray, /*tp_as_number*/
+ &__pyx_tp_as_sequence_DataArray, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_DataArray, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_DataArray, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_DataArray, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_DataArray, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_DataArray, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_DataArray, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_Alignment __pyx_vtable_3_sa_Alignment;
+
+static PyObject *__pyx_tp_new_3_sa_Alignment(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_Alignment *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_Alignment *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_Alignment;
+ p->links = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_9Alignment_5__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_Alignment(PyObject *o) {
+ struct __pyx_obj_3_sa_Alignment *p = (struct __pyx_obj_3_sa_Alignment *)o;
+ Py_XDECREF(((PyObject *)p->links));
+ Py_XDECREF(((PyObject *)p->sent_index));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_Alignment(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_Alignment *p = (struct __pyx_obj_3_sa_Alignment *)o;
+ if (p->links) {
+ e = (*v)(((PyObject*)p->links), a); if (e) return e;
+ }
+ if (p->sent_index) {
+ e = (*v)(((PyObject*)p->sent_index), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_Alignment(PyObject *o) {
+ struct __pyx_obj_3_sa_Alignment *p = (struct __pyx_obj_3_sa_Alignment *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->links);
+ p->links = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->sent_index);
+ p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_Alignment[] = {
+ {__Pyx_NAMESTR("unlink"), (PyCFunction)__pyx_pw_3_sa_9Alignment_1unlink, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_9Alignment_unlink)},
+ {__Pyx_NAMESTR("get_sent_links"), (PyCFunction)__pyx_pw_3_sa_9Alignment_3get_sent_links, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_9Alignment_7read_text, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_9Alignment_9read_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_9Alignment_11write_text, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_9Alignment_13write_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_9Alignment_15write_enhanced, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("alignment"), (PyCFunction)__pyx_pw_3_sa_9Alignment_17alignment, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_9Alignment_16alignment)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_Alignment = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_Alignment = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_Alignment = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_Alignment = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_Alignment = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.Alignment"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_Alignment), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_Alignment, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_Alignment, /*tp_as_number*/
+ &__pyx_tp_as_sequence_Alignment, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_Alignment, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_Alignment, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_Alignment, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_Alignment, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_Alignment, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_Alignment, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_BiLex __pyx_vtable_3_sa_BiLex;
+
+static PyObject *__pyx_tp_new_3_sa_BiLex(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_BiLex *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_BiLex *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_BiLex;
+ p->col1 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None);
+ p->col2 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None);
+ p->f_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->e_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->id2eword = Py_None; Py_INCREF(Py_None);
+ p->id2fword = Py_None; Py_INCREF(Py_None);
+ p->eword2id = Py_None; Py_INCREF(Py_None);
+ p->fword2id = Py_None; Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_5BiLex_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_BiLex(PyObject *o) {
+ struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o;
+ Py_XDECREF(((PyObject *)p->col1));
+ Py_XDECREF(((PyObject *)p->col2));
+ Py_XDECREF(((PyObject *)p->f_index));
+ Py_XDECREF(((PyObject *)p->e_index));
+ Py_XDECREF(p->id2eword);
+ Py_XDECREF(p->id2fword);
+ Py_XDECREF(p->eword2id);
+ Py_XDECREF(p->fword2id);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_BiLex(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o;
+ if (p->col1) {
+ e = (*v)(((PyObject*)p->col1), a); if (e) return e;
+ }
+ if (p->col2) {
+ e = (*v)(((PyObject*)p->col2), a); if (e) return e;
+ }
+ if (p->f_index) {
+ e = (*v)(((PyObject*)p->f_index), a); if (e) return e;
+ }
+ if (p->e_index) {
+ e = (*v)(((PyObject*)p->e_index), a); if (e) return e;
+ }
+ if (p->id2eword) {
+ e = (*v)(p->id2eword, a); if (e) return e;
+ }
+ if (p->id2fword) {
+ e = (*v)(p->id2fword, a); if (e) return e;
+ }
+ if (p->eword2id) {
+ e = (*v)(p->eword2id, a); if (e) return e;
+ }
+ if (p->fword2id) {
+ e = (*v)(p->fword2id, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_BiLex(PyObject *o) {
+ struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->col1);
+ p->col1 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->col2);
+ p->col2 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->f_index);
+ p->f_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->e_index);
+ p->e_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->id2eword);
+ p->id2eword = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->id2fword);
+ p->id2fword = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->eword2id);
+ p->eword2id = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->fword2id);
+ p->fword2id = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_BiLex[] = {
+ {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_5BiLex_3write_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_5BiLex_5read_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("get_e_id"), (PyCFunction)__pyx_pw_3_sa_5BiLex_7get_e_id, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("get_f_id"), (PyCFunction)__pyx_pw_3_sa_5BiLex_9get_f_id, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_5BiLex_11read_text, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_5BiLex_13write_enhanced, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("get_score"), (PyCFunction)__pyx_pw_3_sa_5BiLex_15get_score, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_5BiLex_17write_text, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_5BiLex_16write_text)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_BiLex = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_BiLex = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_BiLex = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_BiLex = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_BiLex = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.BiLex"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_BiLex), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_BiLex, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_BiLex, /*tp_as_number*/
+ &__pyx_tp_as_sequence_BiLex, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_BiLex, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_BiLex, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_BiLex, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_BiLex, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_BiLex, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_BiLex, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_3_sa_BitSetIterator(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_BitSetIterator(PyObject *o) {
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static PyMethodDef __pyx_methods_3_sa_BitSetIterator[] = {
+ {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_3_sa_14BitSetIterator_1__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_BitSetIterator = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_BitSetIterator = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_BitSetIterator = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_BitSetIterator = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_BitSetIterator = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.BitSetIterator"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_BitSetIterator), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_BitSetIterator, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_BitSetIterator, /*tp_as_number*/
+ &__pyx_tp_as_sequence_BitSetIterator, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_BitSetIterator, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_BitSetIterator, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ __pyx_pw_3_sa_14BitSetIterator_1__next__, /*tp_iternext*/
+ __pyx_methods_3_sa_BitSetIterator, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_BitSetIterator, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_3_sa_BitSet(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ if (__pyx_pw_3_sa_6BitSet_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_BitSet(PyObject *o) {
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_3_sa_6BitSet_3__dealloc__(o);
+ if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
+ --Py_REFCNT(o);
+ PyErr_Restore(etype, eval, etb);
+ }
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static PyMethodDef __pyx_methods_3_sa_BitSet[] = {
+ {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_3_sa_6BitSet_7insert, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_3_sa_6BitSet_9findsucc, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("min"), (PyCFunction)__pyx_pw_3_sa_6BitSet_13min, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("max"), (PyCFunction)__pyx_pw_3_sa_6BitSet_15max, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_BitSet = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_BitSet = {
+ __pyx_pw_3_sa_6BitSet_17__len__, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ __pyx_pw_3_sa_6BitSet_19__contains__, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_BitSet = {
+ __pyx_pw_3_sa_6BitSet_17__len__, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_BitSet = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_BitSet = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.BitSet"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_BitSet), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_BitSet, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_BitSet, /*tp_as_number*/
+ &__pyx_tp_as_sequence_BitSet, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_BitSet, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ __pyx_pw_3_sa_6BitSet_11__str__, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_BitSet, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ __pyx_pw_3_sa_6BitSet_5__iter__, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_BitSet, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_BitSet, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_3_sa_VEBIterator(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_VEBIterator(PyObject *o) {
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static PyMethodDef __pyx_methods_3_sa_VEBIterator[] = {
+ {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_3_sa_11VEBIterator_1__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_VEBIterator = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_VEBIterator = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_VEBIterator = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_VEBIterator = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_VEBIterator = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.VEBIterator"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_VEBIterator), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_VEBIterator, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_VEBIterator, /*tp_as_number*/
+ &__pyx_tp_as_sequence_VEBIterator, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_VEBIterator, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_VEBIterator, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ __pyx_pw_3_sa_11VEBIterator_1__next__, /*tp_iternext*/
+ __pyx_methods_3_sa_VEBIterator, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_VEBIterator, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_VEB __pyx_vtable_3_sa_VEB;
+
+static PyObject *__pyx_tp_new_3_sa_VEB(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_VEB *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_VEB *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_VEB;
+ if (__pyx_pw_3_sa_3VEB_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_VEB(PyObject *o) {
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_3_sa_3VEB_3__dealloc__(o);
+ if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
+ --Py_REFCNT(o);
+ PyErr_Restore(etype, eval, etb);
+ }
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static PyMethodDef __pyx_methods_3_sa_VEB[] = {
+ {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_3_sa_3VEB_7insert, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_3_sa_3VEB_9findsucc, METH_O, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_VEB = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_VEB = {
+ __pyx_pw_3_sa_3VEB_11__len__, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ __pyx_pw_3_sa_3VEB_13__contains__, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_VEB = {
+ __pyx_pw_3_sa_3VEB_11__len__, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_VEB = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_VEB = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.VEB"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_VEB), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_VEB, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_VEB, /*tp_as_number*/
+ &__pyx_tp_as_sequence_VEB, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_VEB, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_VEB, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ __pyx_pw_3_sa_3VEB_5__iter__, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_VEB, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_VEB, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_3_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_LCP *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_LCP *)o);
+ p->sa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None);
+ p->lcp = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_3LCP_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_LCP(PyObject *o) {
+ struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o;
+ Py_XDECREF(((PyObject *)p->sa));
+ Py_XDECREF(((PyObject *)p->lcp));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_LCP(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o;
+ if (p->sa) {
+ e = (*v)(((PyObject*)p->sa), a); if (e) return e;
+ }
+ if (p->lcp) {
+ e = (*v)(((PyObject*)p->lcp), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_LCP(PyObject *o) {
+ struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->sa);
+ p->sa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->lcp);
+ p->lcp = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_LCP[] = {
+ {__Pyx_NAMESTR("compute_stats"), (PyCFunction)__pyx_pw_3_sa_3LCP_3compute_stats, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_3LCP_2compute_stats)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_LCP = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_LCP = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_LCP = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_LCP = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_LCP = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.LCP"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_LCP), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_LCP, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_LCP, /*tp_as_number*/
+ &__pyx_tp_as_sequence_LCP, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_LCP, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_LCP, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_LCP, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_LCP, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_LCP, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_LCP, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_Alphabet __pyx_vtable_3_sa_Alphabet;
+
+static PyObject *__pyx_tp_new_3_sa_Alphabet(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa_Alphabet *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_Alphabet *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_Alphabet;
+ p->terminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None);
+ p->nonterminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None);
+ p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_8Alphabet_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_Alphabet(PyObject *o) {
+ struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o;
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_3_sa_8Alphabet_3__dealloc__(o);
+ if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
+ --Py_REFCNT(o);
+ PyErr_Restore(etype, eval, etb);
+ }
+ Py_XDECREF(((PyObject *)p->terminals));
+ Py_XDECREF(((PyObject *)p->nonterminals));
+ Py_XDECREF(((PyObject *)p->id2sym));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_Alphabet(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o;
+ if (p->terminals) {
+ e = (*v)(((PyObject*)p->terminals), a); if (e) return e;
+ }
+ if (p->nonterminals) {
+ e = (*v)(((PyObject*)p->nonterminals), a); if (e) return e;
+ }
+ if (p->id2sym) {
+ e = (*v)(p->id2sym, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_Alphabet(PyObject *o) {
+ struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->terminals);
+ p->terminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->nonterminals);
+ p->nonterminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->id2sym);
+ p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyObject *__pyx_getprop_3_sa_8Alphabet_terminals(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_8Alphabet_9terminals_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_3_sa_8Alphabet_nonterminals(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_8Alphabet_12nonterminals_1__get__(o);
+}
+
+static PyMethodDef __pyx_methods_3_sa_Alphabet[] = {
+ {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_3_sa_Alphabet[] = {
+ {(char *)"terminals", __pyx_getprop_3_sa_8Alphabet_terminals, 0, 0, 0},
+ {(char *)"nonterminals", __pyx_getprop_3_sa_8Alphabet_nonterminals, 0, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_Alphabet = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_Alphabet = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_Alphabet = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_Alphabet = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_Alphabet = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.Alphabet"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_Alphabet), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_Alphabet, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_Alphabet, /*tp_as_number*/
+ &__pyx_tp_as_sequence_Alphabet, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_Alphabet, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_Alphabet, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_Alphabet, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_Alphabet, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_Alphabet, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_3_sa_Alphabet, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_Alphabet, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_TrieMap __pyx_vtable_3_sa_TrieMap;
+
+static PyObject *__pyx_tp_new_3_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_TrieMap *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_TrieMap *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_TrieMap;
+ if (__pyx_pw_3_sa_7TrieMap_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_TrieMap(PyObject *o) {
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_3_sa_7TrieMap_3__dealloc__(o);
+ if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
+ --Py_REFCNT(o);
+ PyErr_Restore(etype, eval, etb);
+ }
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static PyMethodDef __pyx_methods_3_sa_TrieMap[] = {
+ {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_3_sa_7TrieMap_5insert, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("contains"), (PyCFunction)__pyx_pw_3_sa_7TrieMap_7contains, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("toMap"), (PyCFunction)__pyx_pw_3_sa_7TrieMap_9toMap, METH_O, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_TrieMap = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_TrieMap = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_TrieMap = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_TrieMap = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_TrieMap = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.TrieMap"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_TrieMap), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_TrieMap, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_TrieMap, /*tp_as_number*/
+ &__pyx_tp_as_sequence_TrieMap, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_TrieMap, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_TrieMap, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_TrieMap, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_TrieMap, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_Precomputation __pyx_vtable_3_sa_Precomputation;
+
+static PyObject *__pyx_tp_new_3_sa_Precomputation(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_Precomputation *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_Precomputation *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_Precomputation;
+ p->precomputed_index = Py_None; Py_INCREF(Py_None);
+ p->precomputed_collocations = Py_None; Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_14Precomputation_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_Precomputation(PyObject *o) {
+ struct __pyx_obj_3_sa_Precomputation *p = (struct __pyx_obj_3_sa_Precomputation *)o;
+ Py_XDECREF(p->precomputed_index);
+ Py_XDECREF(p->precomputed_collocations);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_Precomputation(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_Precomputation *p = (struct __pyx_obj_3_sa_Precomputation *)o;
+ if (p->precomputed_index) {
+ e = (*v)(p->precomputed_index, a); if (e) return e;
+ }
+ if (p->precomputed_collocations) {
+ e = (*v)(p->precomputed_collocations, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_Precomputation(PyObject *o) {
+ struct __pyx_obj_3_sa_Precomputation *p = (struct __pyx_obj_3_sa_Precomputation *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->precomputed_index);
+ p->precomputed_index = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->precomputed_collocations);
+ p->precomputed_collocations = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_Precomputation[] = {
+ {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_14Precomputation_3read_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_14Precomputation_5write_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_3_sa_14Precomputation_7precompute, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_Precomputation = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_Precomputation = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_Precomputation = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_Precomputation = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_Precomputation = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.Precomputation"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_Precomputation), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_Precomputation, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_Precomputation, /*tp_as_number*/
+ &__pyx_tp_as_sequence_Precomputation, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_Precomputation, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_Precomputation, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_Precomputation, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_Precomputation, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_Precomputation, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_Precomputation, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_SuffixArray __pyx_vtable_3_sa_SuffixArray;
+
+static PyObject *__pyx_tp_new_3_sa_SuffixArray(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_SuffixArray *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_SuffixArray *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_SuffixArray;
+ p->darray = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None);
+ p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->ha = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_11SuffixArray_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_SuffixArray(PyObject *o) {
+ struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o;
+ Py_XDECREF(((PyObject *)p->darray));
+ Py_XDECREF(((PyObject *)p->sa));
+ Py_XDECREF(((PyObject *)p->ha));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_SuffixArray(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o;
+ if (p->darray) {
+ e = (*v)(((PyObject*)p->darray), a); if (e) return e;
+ }
+ if (p->sa) {
+ e = (*v)(((PyObject*)p->sa), a); if (e) return e;
+ }
+ if (p->ha) {
+ e = (*v)(((PyObject*)p->ha), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_SuffixArray(PyObject *o) {
+ struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->darray);
+ p->darray = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->sa);
+ p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->ha);
+ p->ha = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+static PyObject *__pyx_sq_item_3_sa_SuffixArray(PyObject *o, Py_ssize_t i) {
+ PyObject *r;
+ PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
+ r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
+ Py_DECREF(x);
+ return r;
+}
+
+static PyMethodDef __pyx_methods_3_sa_SuffixArray[] = {
+ {__Pyx_NAMESTR("getSentId"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_5getSentId, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("getSent"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_7getSent, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("getSentPos"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_9getSentPos, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_11read_text, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_11SuffixArray_10read_text)},
+ {__Pyx_NAMESTR("q3sort"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_13q3sort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_11SuffixArray_12q3sort)},
+ {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_15write_text, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_17read_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_19write_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_21write_enhanced, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("lookup"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_23lookup, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_SuffixArray = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_SuffixArray = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ __pyx_sq_item_3_sa_SuffixArray, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_SuffixArray = {
+ 0, /*mp_length*/
+ __pyx_pw_3_sa_11SuffixArray_3__getitem__, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_SuffixArray = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_SuffixArray = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.SuffixArray"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_SuffixArray), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_SuffixArray, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_SuffixArray, /*tp_as_number*/
+ &__pyx_tp_as_sequence_SuffixArray, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_SuffixArray, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_SuffixArray, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_SuffixArray, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_SuffixArray, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_SuffixArray, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_SuffixArray, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_3_sa_TrieNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa_TrieNode *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_TrieNode *)o);
+ p->children = Py_None; Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_8TrieNode_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_TrieNode(PyObject *o) {
+ struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o;
+ Py_XDECREF(p->children);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_TrieNode(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o;
+ if (p->children) {
+ e = (*v)(p->children, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_TrieNode(PyObject *o) {
+ struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->children);
+ p->children = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyObject *__pyx_getprop_3_sa_8TrieNode_children(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_8TrieNode_8children_1__get__(o);
+}
+
+static int __pyx_setprop_3_sa_8TrieNode_children(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_3_sa_8TrieNode_8children_3__set__(o, v);
+ }
+ else {
+ return __pyx_pw_3_sa_8TrieNode_8children_5__del__(o);
+ }
+}
+
+static PyMethodDef __pyx_methods_3_sa_TrieNode[] = {
+ {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_3_sa_TrieNode[] = {
+ {(char *)"children", __pyx_getprop_3_sa_8TrieNode_children, __pyx_setprop_3_sa_8TrieNode_children, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_TrieNode = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_TrieNode = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_TrieNode = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_TrieNode = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_TrieNode = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.TrieNode"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_TrieNode), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_TrieNode, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_TrieNode, /*tp_as_number*/
+ &__pyx_tp_as_sequence_TrieNode, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_TrieNode, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_TrieNode, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_TrieNode, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_TrieNode, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_TrieNode, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_3_sa_TrieNode, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_TrieNode, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_3_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_ExtendedTrieNode *p;
+ PyObject *o = __pyx_tp_new_3_sa_TrieNode(t, a, k);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_ExtendedTrieNode *)o);
+ p->phrase = Py_None; Py_INCREF(Py_None);
+ p->phrase_location = Py_None; Py_INCREF(Py_None);
+ p->suffix_link = Py_None; Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_16ExtendedTrieNode_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_ExtendedTrieNode(PyObject *o) {
+ struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o;
+ Py_XDECREF(p->phrase);
+ Py_XDECREF(p->phrase_location);
+ Py_XDECREF(p->suffix_link);
+ __pyx_tp_dealloc_3_sa_TrieNode(o);
+}
+
+static int __pyx_tp_traverse_3_sa_ExtendedTrieNode(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o;
+ e = __pyx_tp_traverse_3_sa_TrieNode(o, v, a); if (e) return e;
+ if (p->phrase) {
+ e = (*v)(p->phrase, a); if (e) return e;
+ }
+ if (p->phrase_location) {
+ e = (*v)(p->phrase_location, a); if (e) return e;
+ }
+ if (p->suffix_link) {
+ e = (*v)(p->suffix_link, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_ExtendedTrieNode(PyObject *o) {
+ struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o;
+ PyObject* tmp;
+ __pyx_tp_clear_3_sa_TrieNode(o);
+ tmp = ((PyObject*)p->phrase);
+ p->phrase = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->phrase_location);
+ p->phrase_location = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->suffix_link);
+ p->suffix_link = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_phrase(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_1__get__(o);
+}
+
+static int __pyx_setprop_3_sa_16ExtendedTrieNode_phrase(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_3__set__(o, v);
+ }
+ else {
+ return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_5__del__(o);
+ }
+}
+
+static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_phrase_location(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_1__get__(o);
+}
+
+static int __pyx_setprop_3_sa_16ExtendedTrieNode_phrase_location(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_3__set__(o, v);
+ }
+ else {
+ return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_5__del__(o);
+ }
+}
+
+static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_suffix_link(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_1__get__(o);
+}
+
+static int __pyx_setprop_3_sa_16ExtendedTrieNode_suffix_link(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_3__set__(o, v);
+ }
+ else {
+ return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_5__del__(o);
+ }
+}
+
+static PyMethodDef __pyx_methods_3_sa_ExtendedTrieNode[] = {
+ {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_3_sa_ExtendedTrieNode[] = {
+ {(char *)"phrase", __pyx_getprop_3_sa_16ExtendedTrieNode_phrase, __pyx_setprop_3_sa_16ExtendedTrieNode_phrase, 0, 0},
+ {(char *)"phrase_location", __pyx_getprop_3_sa_16ExtendedTrieNode_phrase_location, __pyx_setprop_3_sa_16ExtendedTrieNode_phrase_location, 0, 0},
+ {(char *)"suffix_link", __pyx_getprop_3_sa_16ExtendedTrieNode_suffix_link, __pyx_setprop_3_sa_16ExtendedTrieNode_suffix_link, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_ExtendedTrieNode = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_ExtendedTrieNode = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_ExtendedTrieNode = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_ExtendedTrieNode = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_ExtendedTrieNode = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.ExtendedTrieNode"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_ExtendedTrieNode), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_ExtendedTrieNode, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_ExtendedTrieNode, /*tp_as_number*/
+ &__pyx_tp_as_sequence_ExtendedTrieNode, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_ExtendedTrieNode, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_ExtendedTrieNode, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_ExtendedTrieNode, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_ExtendedTrieNode, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_ExtendedTrieNode, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_3_sa_ExtendedTrieNode, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_ExtendedTrieNode, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_3_sa_TrieTable(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_TrieTable *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_TrieTable *)o);
+ p->root = Py_None; Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_9TrieTable_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_TrieTable(PyObject *o) {
+ struct __pyx_obj_3_sa_TrieTable *p = (struct __pyx_obj_3_sa_TrieTable *)o;
+ Py_XDECREF(p->root);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_TrieTable(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_TrieTable *p = (struct __pyx_obj_3_sa_TrieTable *)o;
+ if (p->root) {
+ e = (*v)(p->root, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_TrieTable(PyObject *o) {
+ struct __pyx_obj_3_sa_TrieTable *p = (struct __pyx_obj_3_sa_TrieTable *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->root);
+ p->root = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyObject *__pyx_getprop_3_sa_9TrieTable_extended(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_9TrieTable_8extended_1__get__(o);
+}
+
+static int __pyx_setprop_3_sa_9TrieTable_extended(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_3_sa_9TrieTable_8extended_3__set__(o, v);
+ }
+ else {
+ PyErr_SetString(PyExc_NotImplementedError, "__del__");
+ return -1;
+ }
+}
+
+static PyObject *__pyx_getprop_3_sa_9TrieTable_count(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_9TrieTable_5count_1__get__(o);
+}
+
+static int __pyx_setprop_3_sa_9TrieTable_count(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_3_sa_9TrieTable_5count_3__set__(o, v);
+ }
+ else {
+ PyErr_SetString(PyExc_NotImplementedError, "__del__");
+ return -1;
+ }
+}
+
+static PyObject *__pyx_getprop_3_sa_9TrieTable_root(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_9TrieTable_4root_1__get__(o);
+}
+
+static int __pyx_setprop_3_sa_9TrieTable_root(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_3_sa_9TrieTable_4root_3__set__(o, v);
+ }
+ else {
+ return __pyx_pw_3_sa_9TrieTable_4root_5__del__(o);
+ }
+}
+
+static PyMethodDef __pyx_methods_3_sa_TrieTable[] = {
+ {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_3_sa_TrieTable[] = {
+ {(char *)"extended", __pyx_getprop_3_sa_9TrieTable_extended, __pyx_setprop_3_sa_9TrieTable_extended, 0, 0},
+ {(char *)"count", __pyx_getprop_3_sa_9TrieTable_count, __pyx_setprop_3_sa_9TrieTable_count, 0, 0},
+ {(char *)"root", __pyx_getprop_3_sa_9TrieTable_root, __pyx_setprop_3_sa_9TrieTable_root, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_TrieTable = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_TrieTable = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_TrieTable = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_TrieTable = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_TrieTable = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.TrieTable"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_TrieTable), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_TrieTable, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_TrieTable, /*tp_as_number*/
+ &__pyx_tp_as_sequence_TrieTable, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_TrieTable, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_TrieTable, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_TrieTable, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_TrieTable, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_TrieTable, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_3_sa_TrieTable, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_TrieTable, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_PhraseLocation __pyx_vtable_3_sa_PhraseLocation;
+
+static PyObject *__pyx_tp_new_3_sa_PhraseLocation(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_PhraseLocation *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_PhraseLocation *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_PhraseLocation;
+ p->arr = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_14PhraseLocation_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_PhraseLocation(PyObject *o) {
+ struct __pyx_obj_3_sa_PhraseLocation *p = (struct __pyx_obj_3_sa_PhraseLocation *)o;
+ Py_XDECREF(((PyObject *)p->arr));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_PhraseLocation(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_PhraseLocation *p = (struct __pyx_obj_3_sa_PhraseLocation *)o;
+ if (p->arr) {
+ e = (*v)(((PyObject*)p->arr), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_PhraseLocation(PyObject *o) {
+ struct __pyx_obj_3_sa_PhraseLocation *p = (struct __pyx_obj_3_sa_PhraseLocation *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->arr);
+ p->arr = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_PhraseLocation[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_PhraseLocation = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_PhraseLocation = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_PhraseLocation = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_PhraseLocation = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_PhraseLocation = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.PhraseLocation"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_PhraseLocation), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_PhraseLocation, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_PhraseLocation, /*tp_as_number*/
+ &__pyx_tp_as_sequence_PhraseLocation, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_PhraseLocation, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_PhraseLocation, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_PhraseLocation, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_PhraseLocation, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_PhraseLocation, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_PhraseLocation, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_3_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_Sampler *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_Sampler *)o);
+ p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_7Sampler_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_Sampler(PyObject *o) {
+ struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o;
+ Py_XDECREF(((PyObject *)p->sa));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_Sampler(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o;
+ if (p->sa) {
+ e = (*v)(((PyObject*)p->sa), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_Sampler(PyObject *o) {
+ struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->sa);
+ p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_Sampler[] = {
+ {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_3_sa_7Sampler_3sample, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_7Sampler_2sample)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_Sampler = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_Sampler = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_Sampler = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_Sampler = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_Sampler = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.Sampler"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_Sampler), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_Sampler, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number_Sampler, /*tp_as_number*/
+ &__pyx_tp_as_sequence_Sampler, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_Sampler, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_Sampler, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ __Pyx_DOCSTR("A Sampler implements a logic for choosing\n samples from a population range"), /*tp_doc*/
+ __pyx_tp_traverse_3_sa_Sampler, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_Sampler, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_Sampler, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_Sampler, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+static struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory __pyx_vtable_3_sa_HieroCachingRuleFactory;
+
+static PyObject *__pyx_tp_new_3_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_HieroCachingRuleFactory;
+ p->rules = ((struct __pyx_obj_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None);
+ p->sampler = ((struct __pyx_obj_3_sa_Sampler *)Py_None); Py_INCREF(Py_None);
+ p->precomputed_index = Py_None; Py_INCREF(Py_None);
+ p->precomputed_collocations = Py_None; Py_INCREF(Py_None);
+ p->precompute_file = Py_None; Py_INCREF(Py_None);
+ p->max_rank = Py_None; Py_INCREF(Py_None);
+ p->prev_norm_prefix = Py_None; Py_INCREF(Py_None);
+ p->fsa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None);
+ p->fda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None);
+ p->eda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None);
+ p->alignment = ((struct __pyx_obj_3_sa_Alignment *)Py_None); Py_INCREF(Py_None);
+ p->eid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->fid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->findexes = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->findexes1 = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ if (__pyx_pw_3_sa_23HieroCachingRuleFactory_1__cinit__(o, a, k) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_HieroCachingRuleFactory(PyObject *o) {
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o;
+ Py_XDECREF(((PyObject *)p->rules));
+ Py_XDECREF(((PyObject *)p->sampler));
+ Py_XDECREF(p->precomputed_index);
+ Py_XDECREF(p->precomputed_collocations);
+ Py_XDECREF(p->precompute_file);
+ Py_XDECREF(p->max_rank);
+ Py_XDECREF(p->prev_norm_prefix);
+ Py_XDECREF(((PyObject *)p->fsa));
+ Py_XDECREF(((PyObject *)p->fda));
+ Py_XDECREF(((PyObject *)p->eda));
+ Py_XDECREF(((PyObject *)p->alignment));
+ Py_XDECREF(((PyObject *)p->eid2symid));
+ Py_XDECREF(((PyObject *)p->fid2symid));
+ Py_XDECREF(((PyObject *)p->findexes));
+ Py_XDECREF(((PyObject *)p->findexes1));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_HieroCachingRuleFactory(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o;
+ if (p->rules) {
+ e = (*v)(((PyObject*)p->rules), a); if (e) return e;
+ }
+ if (p->sampler) {
+ e = (*v)(((PyObject*)p->sampler), a); if (e) return e;
+ }
+ if (p->precomputed_index) {
+ e = (*v)(p->precomputed_index, a); if (e) return e;
+ }
+ if (p->precomputed_collocations) {
+ e = (*v)(p->precomputed_collocations, a); if (e) return e;
+ }
+ if (p->precompute_file) {
+ e = (*v)(p->precompute_file, a); if (e) return e;
+ }
+ if (p->max_rank) {
+ e = (*v)(p->max_rank, a); if (e) return e;
+ }
+ if (p->prev_norm_prefix) {
+ e = (*v)(p->prev_norm_prefix, a); if (e) return e;
+ }
+ if (p->fsa) {
+ e = (*v)(((PyObject*)p->fsa), a); if (e) return e;
+ }
+ if (p->fda) {
+ e = (*v)(((PyObject*)p->fda), a); if (e) return e;
+ }
+ if (p->eda) {
+ e = (*v)(((PyObject*)p->eda), a); if (e) return e;
+ }
+ if (p->alignment) {
+ e = (*v)(((PyObject*)p->alignment), a); if (e) return e;
+ }
+ if (p->eid2symid) {
+ e = (*v)(((PyObject*)p->eid2symid), a); if (e) return e;
+ }
+ if (p->fid2symid) {
+ e = (*v)(((PyObject*)p->fid2symid), a); if (e) return e;
+ }
+ if (p->findexes) {
+ e = (*v)(((PyObject*)p->findexes), a); if (e) return e;
+ }
+ if (p->findexes1) {
+ e = (*v)(((PyObject*)p->findexes1), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_HieroCachingRuleFactory(PyObject *o) {
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->rules);
+ p->rules = ((struct __pyx_obj_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->sampler);
+ p->sampler = ((struct __pyx_obj_3_sa_Sampler *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->precomputed_index);
+ p->precomputed_index = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->precomputed_collocations);
+ p->precomputed_collocations = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->precompute_file);
+ p->precompute_file = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->max_rank);
+ p->max_rank = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->prev_norm_prefix);
+ p->prev_norm_prefix = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->fsa);
+ p->fsa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->fda);
+ p->fda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->eda);
+ p->eda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->alignment);
+ p->alignment = ((struct __pyx_obj_3_sa_Alignment *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->eid2symid);
+ p->eid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->fid2symid);
+ p->fid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->findexes);
+ p->findexes = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->findexes1);
+ p->findexes1 = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_HieroCachingRuleFactory[] = {
+ {__Pyx_NAMESTR("configure"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_3configure, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_23HieroCachingRuleFactory_2configure)},
+ {__Pyx_NAMESTR("pattern2phrase"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_5pattern2phrase, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("pattern2phrase_plus"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_7pattern2phrase_plus, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_9precompute, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("get_precomputed_collocation"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_11get_precomputed_collocation, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("advance"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_13advance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("get_all_nodes_isteps_away"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("reachable"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_17reachable, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("shortest"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_19shortest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("get_next_states"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_21get_next_states, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("input"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_23input, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_23HieroCachingRuleFactory_22input)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_HieroCachingRuleFactory = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_HieroCachingRuleFactory = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_HieroCachingRuleFactory = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_HieroCachingRuleFactory = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa_HieroCachingRuleFactory = {
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+ sizeof(struct __pyx_obj_3_sa_HieroCachingRuleFactory), /*tp_basicsize*/
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+ __pyx_tp_dealloc_3_sa_HieroCachingRuleFactory, /*tp_dealloc*/
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+ 0, /*tp_getattr*/
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+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
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+ &__pyx_tp_as_sequence_HieroCachingRuleFactory, /*tp_as_sequence*/
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+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_HieroCachingRuleFactory, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ __Pyx_DOCSTR("This RuleFactory implements a caching \n method using TrieTable, which makes phrase\n generation somewhat speedier -- phrases only\n need to be extracted once (however, it is\n quite possible they need to be scored \n for each input sentence, for contextual models)"), /*tp_doc*/
+ __pyx_tp_traverse_3_sa_HieroCachingRuleFactory, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_HieroCachingRuleFactory, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_HieroCachingRuleFactory, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
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+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_HieroCachingRuleFactory, /*tp_new*/
+ 0, /*tp_free*/
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+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct__read_bitext(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *p;
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+}
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+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct__read_bitext(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *p = (struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *)o;
+ Py_XDECREF(p->__pyx_v_fp);
+ (*Py_TYPE(o)->tp_free)(o);
+}
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+static int __pyx_tp_traverse_3_sa___pyx_scope_struct__read_bitext(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *p = (struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *)o;
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+ e = (*v)(p->__pyx_v_fp, a); if (e) return e;
+ }
+ return 0;
+}
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+static int __pyx_tp_clear_3_sa___pyx_scope_struct__read_bitext(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *p = (struct __pyx_obj_3_sa___pyx_scope_struct__read_bitext *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_fp);
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+ Py_XDECREF(tmp);
+ return 0;
+}
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+ #if PY_MAJOR_VERSION < 3
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+ 0, /*bf_getreadbuffer*/
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+ #if PY_VERSION_HEX >= 0x02060000
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+ __pyx_tp_dealloc_3_sa___pyx_scope_struct__read_bitext, /*tp_dealloc*/
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+ 0, /*tp_getattro*/
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+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
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+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_1_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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+}
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+}
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+}
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+}
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+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_compute_stats = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_compute_stats = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_compute_stats = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_2_compute_stats = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_2_compute_stats"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_2_compute_stats), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_2_compute_stats, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_2_compute_stats, /*tp_as_number*/
+ &__pyx_tp_as_sequence___pyx_scope_struct_2_compute_stats, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping___pyx_scope_struct_2_compute_stats, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer___pyx_scope_struct_2_compute_stats, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa___pyx_scope_struct_2_compute_stats, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_2_compute_stats, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_2_compute_stats, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa___pyx_scope_struct_2_compute_stats, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
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+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_3___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
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+}
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+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_3___iter__(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *)o;
+ Py_XDECREF(((PyObject *)p->__pyx_v_self));
+ (*Py_TYPE(o)->tp_free)(o);
+}
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+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_3___iter__(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *)o;
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+ }
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+}
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+static int __pyx_tp_clear_3_sa___pyx_scope_struct_3___iter__(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_3___iter__ *)o;
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+ p->__pyx_v_self = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
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+}
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+ {0, 0, 0, 0}
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+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3___iter__ = {
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+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
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+ #if PY_MAJOR_VERSION < 3
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+ #if PY_MAJOR_VERSION < 3
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+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
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+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
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+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3___iter__ = {
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+ 0, /*sq_concat*/
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+ 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*/
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+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3___iter__ = {
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+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
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+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3___iter__ = {
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+ 0, /*bf_getreadbuffer*/
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+ 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*/
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+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_3___iter__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_3___iter__, /*tp_as_number*/
+ &__pyx_tp_as_sequence___pyx_scope_struct_3___iter__, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping___pyx_scope_struct_3___iter__, /*tp_as_mapping*/
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+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer___pyx_scope_struct_3___iter__, /*tp_as_buffer*/
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+ __pyx_tp_clear_3_sa___pyx_scope_struct_3___iter__, /*tp_clear*/
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+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
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+ __pyx_tp_new_3_sa___pyx_scope_struct_3___iter__, /*tp_new*/
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+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
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+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_4_input(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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+}
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+}
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+ e = (*v)(p->__pyx_v_models, a); if (e) return e;
+ }
+ if (p->__pyx_v_new_frontier) {
+ e = (*v)(p->__pyx_v_new_frontier, a); if (e) return e;
+ }
+ if (p->__pyx_v_new_node) {
+ e = (*v)(p->__pyx_v_new_node, a); if (e) return e;
+ }
+ if (p->__pyx_v_next_states) {
+ e = (*v)(p->__pyx_v_next_states, a); if (e) return e;
+ }
+ if (p->__pyx_v_node) {
+ e = (*v)(p->__pyx_v_node, a); if (e) return e;
+ }
+ if (p->__pyx_v_nodes_isteps_away_buffer) {
+ e = (*v)(p->__pyx_v_nodes_isteps_away_buffer, a); if (e) return e;
+ }
+ if (p->__pyx_v_pathlen) {
+ e = (*v)(p->__pyx_v_pathlen, a); if (e) return e;
+ }
+ if (p->__pyx_v_phrase) {
+ e = (*v)(p->__pyx_v_phrase, a); if (e) return e;
+ }
+ if (p->__pyx_v_phrase_location) {
+ e = (*v)(((PyObject*)p->__pyx_v_phrase_location), a); if (e) return e;
+ }
+ if (p->__pyx_v_prefix) {
+ e = (*v)(p->__pyx_v_prefix, a); if (e) return e;
+ }
+ if (p->__pyx_v_reachable_buffer) {
+ e = (*v)(p->__pyx_v_reachable_buffer, a); if (e) return e;
+ }
+ if (p->__pyx_v_sa_range) {
+ e = (*v)(p->__pyx_v_sa_range, a); if (e) return e;
+ }
+ if (p->__pyx_v_sample) {
+ e = (*v)(((PyObject*)p->__pyx_v_sample), a); if (e) return e;
+ }
+ if (p->__pyx_v_scores) {
+ e = (*v)(p->__pyx_v_scores, a); if (e) return e;
+ }
+ if (p->__pyx_v_self) {
+ e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e;
+ }
+ if (p->__pyx_v_spanlen) {
+ e = (*v)(p->__pyx_v_spanlen, a); if (e) return e;
+ }
+ if (p->__pyx_v_stop_time) {
+ e = (*v)(p->__pyx_v_stop_time, a); if (e) return e;
+ }
+ if (p->__pyx_v_suffix_link) {
+ e = (*v)(p->__pyx_v_suffix_link, a); if (e) return e;
+ }
+ if (p->__pyx_v_suffix_link_xcat_index) {
+ e = (*v)(p->__pyx_v_suffix_link_xcat_index, a); if (e) return e;
+ }
+ if (p->__pyx_v_word_id) {
+ e = (*v)(p->__pyx_v_word_id, a); if (e) return e;
+ }
+ if (p->__pyx_v_xcat_index) {
+ e = (*v)(p->__pyx_v_xcat_index, a); if (e) return e;
+ }
+ if (p->__pyx_v_xnode) {
+ e = (*v)(p->__pyx_v_xnode, a); if (e) return e;
+ }
+ if (p->__pyx_v_xroot) {
+ e = (*v)(p->__pyx_v_xroot, a); if (e) return e;
+ }
+ if (p->__pyx_t_1) {
+ e = (*v)(p->__pyx_t_1, a); if (e) return e;
+ }
+ if (p->__pyx_t_4) {
+ e = (*v)(p->__pyx_t_4, a); if (e) return e;
+ }
+ if (p->__pyx_t_5) {
+ e = (*v)(p->__pyx_t_5, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct_4_input(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_4_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_4_input *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_alignment);
+ p->__pyx_v_alignment = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_als);
+ p->__pyx_v_als = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_alslist);
+ p->__pyx_v_alslist = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_chunklen);
+ p->__pyx_v_chunklen = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_count);
+ p->__pyx_v_count = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_currcount);
+ p->__pyx_v_currcount = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_e);
+ p->__pyx_v_e = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_elist);
+ p->__pyx_v_elist = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_extract);
+ p->__pyx_v_extract = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_extract_start);
+ p->__pyx_v_extract_start = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_extract_stop);
+ p->__pyx_v_extract_stop = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_extracts);
+ p->__pyx_v_extracts = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_f);
+ p->__pyx_v_f = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_f_margin);
+ p->__pyx_v_f_margin = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_fals);
+ p->__pyx_v_fals = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_fcount);
+ p->__pyx_v_fcount = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_fphrases);
+ p->__pyx_v_fphrases = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
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+ p->__pyx_v_frontier = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_frontier_nodes);
+ p->__pyx_v_frontier_nodes = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_fwords);
+ p->__pyx_v_fwords = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_hiero_phrase);
+ p->__pyx_v_hiero_phrase = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_is_shadow_path);
+ p->__pyx_v_is_shadow_path = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_key);
+ p->__pyx_v_key = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_model);
+ p->__pyx_v_model = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_models);
+ p->__pyx_v_models = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_new_frontier);
+ p->__pyx_v_new_frontier = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_new_node);
+ p->__pyx_v_new_node = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_next_states);
+ p->__pyx_v_next_states = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_node);
+ p->__pyx_v_node = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_nodes_isteps_away_buffer);
+ p->__pyx_v_nodes_isteps_away_buffer = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_pathlen);
+ p->__pyx_v_pathlen = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_phrase);
+ p->__pyx_v_phrase = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_phrase_location);
+ p->__pyx_v_phrase_location = ((struct __pyx_obj_3_sa_PhraseLocation *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_prefix);
+ p->__pyx_v_prefix = Py_None; Py_INCREF(Py_None);
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+ p->__pyx_v_reachable_buffer = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_sa_range);
+ p->__pyx_v_sa_range = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_sample);
+ p->__pyx_v_sample = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_scores);
+ p->__pyx_v_scores = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_self);
+ p->__pyx_v_self = ((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_spanlen);
+ p->__pyx_v_spanlen = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_stop_time);
+ p->__pyx_v_stop_time = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_suffix_link);
+ p->__pyx_v_suffix_link = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_suffix_link_xcat_index);
+ p->__pyx_v_suffix_link_xcat_index = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_word_id);
+ p->__pyx_v_word_id = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_xcat_index);
+ p->__pyx_v_xcat_index = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_xnode);
+ p->__pyx_v_xnode = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_xroot);
+ p->__pyx_v_xroot = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_1);
+ p->__pyx_t_1 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_4);
+ p->__pyx_t_4 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_5);
+ p->__pyx_t_5 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_4_input[] = {
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_input = {
+ 0, /*nb_add*/
+ 0, /*nb_subtract*/
+ 0, /*nb_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_divide*/
+ #endif
+ 0, /*nb_remainder*/
+ 0, /*nb_divmod*/
+ 0, /*nb_power*/
+ 0, /*nb_negative*/
+ 0, /*nb_positive*/
+ 0, /*nb_absolute*/
+ 0, /*nb_nonzero*/
+ 0, /*nb_invert*/
+ 0, /*nb_lshift*/
+ 0, /*nb_rshift*/
+ 0, /*nb_and*/
+ 0, /*nb_xor*/
+ 0, /*nb_or*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_coerce*/
+ #endif
+ 0, /*nb_int*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_long*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*nb_float*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_oct*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_hex*/
+ #endif
+ 0, /*nb_inplace_add*/
+ 0, /*nb_inplace_subtract*/
+ 0, /*nb_inplace_multiply*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*nb_inplace_divide*/
+ #endif
+ 0, /*nb_inplace_remainder*/
+ 0, /*nb_inplace_power*/
+ 0, /*nb_inplace_lshift*/
+ 0, /*nb_inplace_rshift*/
+ 0, /*nb_inplace_and*/
+ 0, /*nb_inplace_xor*/
+ 0, /*nb_inplace_or*/
+ 0, /*nb_floor_divide*/
+ 0, /*nb_true_divide*/
+ 0, /*nb_inplace_floor_divide*/
+ 0, /*nb_inplace_true_divide*/
+ #if PY_VERSION_HEX >= 0x02050000
+ 0, /*nb_index*/
+ #endif
+};
+
+static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_input = {
+ 0, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ 0, /*sq_item*/
+ 0, /*sq_slice*/
+ 0, /*sq_ass_item*/
+ 0, /*sq_ass_slice*/
+ 0, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_input = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_input = {
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getreadbuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getwritebuffer*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getsegcount*/
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ 0, /*bf_getcharbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_getbuffer*/
+ #endif
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*bf_releasebuffer*/
+ #endif
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_4_input = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_4_input"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_4_input), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_4_input, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ &__pyx_tp_as_number___pyx_scope_struct_4_input, /*tp_as_number*/
+ &__pyx_tp_as_sequence___pyx_scope_struct_4_input, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping___pyx_scope_struct_4_input, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer___pyx_scope_struct_4_input, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa___pyx_scope_struct_4_input, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_4_input, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_4_input, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa___pyx_scope_struct_4_input, /*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 PyMethodDef __pyx_methods[] = {
+ {0, 0, 0, 0}
+};
+
+#if PY_MAJOR_VERSION >= 3
+static struct PyModuleDef __pyx_moduledef = {
+ PyModuleDef_HEAD_INIT,
+ __Pyx_NAMESTR("_sa"),
+ 0, /* m_doc */
+ -1, /* m_size */
+ __pyx_methods /* m_methods */,
+ NULL, /* m_reload */
+ NULL, /* m_traverse */
+ NULL, /* m_clear */
+ NULL /* m_free */
+};
+#endif
+
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+ if (__Pyx_SetVtable(__pyx_type_3_sa_FloatList.tp_dict, __pyx_vtabptr_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "FloatList", (PyObject *)&__pyx_type_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_FloatList = &__pyx_type_3_sa_FloatList;
+ __pyx_vtabptr_3_sa_IntList = &__pyx_vtable_3_sa_IntList;
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+ __pyx_vtable_3_sa_IntList._append = (void (*)(struct __pyx_obj_3_sa_IntList *, int))__pyx_f_3_sa_7IntList__append;
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+ __pyx_vtable_3_sa_IntList._extend_arr = (void (*)(struct __pyx_obj_3_sa_IntList *, int *, int))__pyx_f_3_sa_7IntList__extend_arr;
+ __pyx_vtable_3_sa_IntList._clear = (void (*)(struct __pyx_obj_3_sa_IntList *))__pyx_f_3_sa_7IntList__clear;
+ __pyx_vtable_3_sa_IntList.write_handle = (void (*)(struct __pyx_obj_3_sa_IntList *, FILE *))__pyx_f_3_sa_7IntList_write_handle;
+ __pyx_vtable_3_sa_IntList.read_handle = (void (*)(struct __pyx_obj_3_sa_IntList *, FILE *))__pyx_f_3_sa_7IntList_read_handle;
+ if (PyType_Ready(&__pyx_type_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_IntList.tp_dict, __pyx_vtabptr_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "IntList", (PyObject *)&__pyx_type_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_IntList = &__pyx_type_3_sa_IntList;
+ __pyx_vtabptr_3_sa_StringMap = &__pyx_vtable_3_sa_StringMap;
+ __pyx_vtable_3_sa_StringMap.word = (char *(*)(struct __pyx_obj_3_sa_StringMap *, int))__pyx_f_3_sa_9StringMap_word;
+ __pyx_vtable_3_sa_StringMap.index = (int (*)(struct __pyx_obj_3_sa_StringMap *, char *))__pyx_f_3_sa_9StringMap_index;
+ if (PyType_Ready(&__pyx_type_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_StringMap.tp_dict, __pyx_vtabptr_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "StringMap", (PyObject *)&__pyx_type_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_StringMap = &__pyx_type_3_sa_StringMap;
+ __pyx_vtabptr_3_sa_DataArray = &__pyx_vtable_3_sa_DataArray;
+ __pyx_vtable_3_sa_DataArray.read_handle = (void (*)(struct __pyx_obj_3_sa_DataArray *, FILE *))__pyx_f_3_sa_9DataArray_read_handle;
+ __pyx_vtable_3_sa_DataArray.write_handle = (void (*)(struct __pyx_obj_3_sa_DataArray *, FILE *))__pyx_f_3_sa_9DataArray_write_handle;
+ if (PyType_Ready(&__pyx_type_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_DataArray.tp_dict, __pyx_vtabptr_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "DataArray", (PyObject *)&__pyx_type_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_DataArray = &__pyx_type_3_sa_DataArray;
+ __pyx_vtabptr_3_sa_Alignment = &__pyx_vtable_3_sa_Alignment;
+ __pyx_vtable_3_sa_Alignment.link = (int (*)(struct __pyx_obj_3_sa_Alignment *, int, int))__pyx_f_3_sa_9Alignment_link;
+ __pyx_vtable_3_sa_Alignment._unlink = (PyObject *(*)(struct __pyx_obj_3_sa_Alignment *, int, int *, int *))__pyx_f_3_sa_9Alignment__unlink;
+ __pyx_vtable_3_sa_Alignment._get_sent_links = (int *(*)(struct __pyx_obj_3_sa_Alignment *, int, int *))__pyx_f_3_sa_9Alignment__get_sent_links;
+ if (PyType_Ready(&__pyx_type_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_Alignment.tp_dict, __pyx_vtabptr_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "Alignment", (PyObject *)&__pyx_type_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_Alignment = &__pyx_type_3_sa_Alignment;
+ __pyx_vtabptr_3_sa_BiLex = &__pyx_vtable_3_sa_BiLex;
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+ __pyx_vtable_3_sa_BiLex._add_node = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, struct __pyx_t_3_sa__node *, int *, float, int *))__pyx_f_3_sa_5BiLex__add_node;
+ __pyx_vtable_3_sa_BiLex.write_wordlist = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, PyObject *, FILE *))__pyx_f_3_sa_5BiLex_write_wordlist;
+ __pyx_vtable_3_sa_BiLex.read_wordlist = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, PyObject *, PyObject *, FILE *))__pyx_f_3_sa_5BiLex_read_wordlist;
+ __pyx_vtable_3_sa_BiLex.swap = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, int, int))__pyx_f_3_sa_5BiLex_swap;
+ __pyx_vtable_3_sa_BiLex.qsort = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, int, int, PyObject *))__pyx_f_3_sa_5BiLex_qsort;
+ if (PyType_Ready(&__pyx_type_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_BiLex.tp_dict, __pyx_vtabptr_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "BiLex", (PyObject *)&__pyx_type_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_BiLex = &__pyx_type_3_sa_BiLex;
+ if (PyType_Ready(&__pyx_type_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "BitSetIterator", (PyObject *)&__pyx_type_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_BitSetIterator = &__pyx_type_3_sa_BitSetIterator;
+ if (PyType_Ready(&__pyx_type_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "BitSet", (PyObject *)&__pyx_type_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_BitSet = &__pyx_type_3_sa_BitSet;
+ if (PyType_Ready(&__pyx_type_3_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "VEBIterator", (PyObject *)&__pyx_type_3_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_VEBIterator = &__pyx_type_3_sa_VEBIterator;
+ __pyx_vtabptr_3_sa_VEB = &__pyx_vtable_3_sa_VEB;
+ __pyx_vtable_3_sa_VEB._findsucc = (int (*)(struct __pyx_obj_3_sa_VEB *, int))__pyx_f_3_sa_3VEB__findsucc;
+ __pyx_vtable_3_sa_VEB._insert = (int (*)(struct __pyx_obj_3_sa_VEB *, int))__pyx_f_3_sa_3VEB__insert;
+ __pyx_vtable_3_sa_VEB._first = (int (*)(struct __pyx_obj_3_sa_VEB *))__pyx_f_3_sa_3VEB__first;
+ if (PyType_Ready(&__pyx_type_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_VEB.tp_dict, __pyx_vtabptr_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "VEB", (PyObject *)&__pyx_type_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_VEB = &__pyx_type_3_sa_VEB;
+ if (PyType_Ready(&__pyx_type_3_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "LCP", (PyObject *)&__pyx_type_3_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_LCP = &__pyx_type_3_sa_LCP;
+ __pyx_vtabptr_3_sa_Alphabet = &__pyx_vtable_3_sa_Alphabet;
+ __pyx_vtable_3_sa_Alphabet.isvar = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_isvar;
+ __pyx_vtable_3_sa_Alphabet.isword = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_isword;
+ __pyx_vtable_3_sa_Alphabet.getindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_getindex;
+ __pyx_vtable_3_sa_Alphabet.setindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int, int))__pyx_f_3_sa_8Alphabet_setindex;
+ __pyx_vtable_3_sa_Alphabet.clearindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_clearindex;
+ __pyx_vtable_3_sa_Alphabet.match = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int, int))__pyx_f_3_sa_8Alphabet_match;
+ __pyx_vtable_3_sa_Alphabet.tocat = (char *(*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_tocat;
+ __pyx_vtable_3_sa_Alphabet.fromcat = (int (*)(struct __pyx_obj_3_sa_Alphabet *, char *))__pyx_f_3_sa_8Alphabet_fromcat;
+ __pyx_vtable_3_sa_Alphabet.tostring = (char *(*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_tostring;
+ __pyx_vtable_3_sa_Alphabet.fromstring = (int (*)(struct __pyx_obj_3_sa_Alphabet *, char *, int))__pyx_f_3_sa_8Alphabet_fromstring;
+ if (PyType_Ready(&__pyx_type_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_Alphabet.tp_dict, __pyx_vtabptr_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "Alphabet", (PyObject *)&__pyx_type_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_Alphabet = &__pyx_type_3_sa_Alphabet;
+ __pyx_vtabptr_3_sa_TrieMap = &__pyx_vtable_3_sa_TrieMap;
+ __pyx_vtable_3_sa_TrieMap._insert = (struct __pyx_t_3_sa__Trie_Node *(*)(struct __pyx_obj_3_sa_TrieMap *, int *, int))__pyx_f_3_sa_7TrieMap__insert;
+ __pyx_vtable_3_sa_TrieMap._contains = (struct __pyx_t_3_sa__Trie_Node *(*)(struct __pyx_obj_3_sa_TrieMap *, int *, int))__pyx_f_3_sa_7TrieMap__contains;
+ if (PyType_Ready(&__pyx_type_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_TrieMap.tp_dict, __pyx_vtabptr_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "TrieMap", (PyObject *)&__pyx_type_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_TrieMap = &__pyx_type_3_sa_TrieMap;
+ __pyx_vtabptr_3_sa_Precomputation = &__pyx_vtable_3_sa_Precomputation;
+ __pyx_vtable_3_sa_Precomputation.read_map = (PyObject *(*)(struct __pyx_obj_3_sa_Precomputation *, FILE *))__pyx_f_3_sa_14Precomputation_read_map;
+ __pyx_vtable_3_sa_Precomputation.write_map = (PyObject *(*)(struct __pyx_obj_3_sa_Precomputation *, PyObject *, FILE *))__pyx_f_3_sa_14Precomputation_write_map;
+ if (PyType_Ready(&__pyx_type_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_Precomputation.tp_dict, __pyx_vtabptr_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "Precomputation", (PyObject *)&__pyx_type_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_Precomputation = &__pyx_type_3_sa_Precomputation;
+ __pyx_vtabptr_3_sa_SuffixArray = &__pyx_vtable_3_sa_SuffixArray;
+ __pyx_vtable_3_sa_SuffixArray.__pyx___search_high = (int (*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___search_high;
+ __pyx_vtable_3_sa_SuffixArray.__pyx___search_low = (int (*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___search_low;
+ __pyx_vtable_3_sa_SuffixArray.__pyx___get_range = (PyObject *(*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int, int))__pyx_f_3_sa_11SuffixArray___get_range;
+ __pyx_vtable_3_sa_SuffixArray.__pyx___lookup_helper = (PyObject *(*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___lookup_helper;
+ if (PyType_Ready(&__pyx_type_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_SuffixArray.tp_dict, __pyx_vtabptr_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "SuffixArray", (PyObject *)&__pyx_type_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_SuffixArray = &__pyx_type_3_sa_SuffixArray;
+ if (PyType_Ready(&__pyx_type_3_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "TrieNode", (PyObject *)&__pyx_type_3_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_TrieNode = &__pyx_type_3_sa_TrieNode;
+ __pyx_type_3_sa_ExtendedTrieNode.tp_base = __pyx_ptype_3_sa_TrieNode;
+ if (PyType_Ready(&__pyx_type_3_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "ExtendedTrieNode", (PyObject *)&__pyx_type_3_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_ExtendedTrieNode = &__pyx_type_3_sa_ExtendedTrieNode;
+ if (PyType_Ready(&__pyx_type_3_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "TrieTable", (PyObject *)&__pyx_type_3_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_TrieTable = &__pyx_type_3_sa_TrieTable;
+ __pyx_vtabptr_3_sa_PhraseLocation = &__pyx_vtable_3_sa_PhraseLocation;
+ __pyx_vtable_3_sa_PhraseLocation.contains = (int (*)(struct __pyx_obj_3_sa_PhraseLocation *, int))__pyx_f_3_sa_14PhraseLocation_contains;
+ if (PyType_Ready(&__pyx_type_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_PhraseLocation.tp_dict, __pyx_vtabptr_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "PhraseLocation", (PyObject *)&__pyx_type_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_PhraseLocation = &__pyx_type_3_sa_PhraseLocation;
+ if (PyType_Ready(&__pyx_type_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "Sampler", (PyObject *)&__pyx_type_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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+ Py_DECREF(__pyx_m); __pyx_m = 0;
+ } else if (!PyErr_Occurred()) {
+ PyErr_SetString(PyExc_ImportError, "init _sa");
+ }
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ #if PY_MAJOR_VERSION < 3
+ return;
+ #else
+ return __pyx_m;
+ #endif
+}
+
+/* Runtime support code */
+#if CYTHON_REFNANNY
+static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
+ PyObject *m = NULL, *p = NULL;
+ void *r = NULL;
+ m = PyImport_ImportModule((char *)modname);
+ if (!m) goto end;
+ p = PyObject_GetAttrString(m, (char *)"RefNannyAPI");
+ if (!p) goto end;
+ r = PyLong_AsVoidPtr(p);
+end:
+ Py_XDECREF(p);
+ Py_XDECREF(m);
+ return (__Pyx_RefNannyAPIStruct *)r;
+}
+#endif /* CYTHON_REFNANNY */
+
+static PyObject *__Pyx_GetName(PyObject *dict, PyObject *name) {
+ PyObject *result;
+ result = PyObject_GetAttr(dict, name);
+ if (!result) {
+ if (dict != __pyx_b) {
+ PyErr_Clear();
+ result = PyObject_GetAttr(__pyx_b, name);
+ }
+ if (!result) {
+ PyErr_SetObject(PyExc_NameError, name);
+ }
+ }
+ return result;
+}
+
+static void __Pyx_RaiseDoubleKeywordsError(
+ const char* func_name,
+ PyObject* kw_name)
+{
+ PyErr_Format(PyExc_TypeError,
+ #if PY_MAJOR_VERSION >= 3
+ "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
+ #else
+ "%s() got multiple values for keyword argument '%s'", func_name,
+ PyString_AS_STRING(kw_name));
+ #endif
+}
+
+static int __Pyx_ParseOptionalKeywords(
+ PyObject *kwds,
+ PyObject **argnames[],
+ PyObject *kwds2,
+ PyObject *values[],
+ Py_ssize_t num_pos_args,
+ const char* function_name)
+{
+ PyObject *key = 0, *value = 0;
+ Py_ssize_t pos = 0;
+ PyObject*** name;
+ PyObject*** first_kw_arg = argnames + num_pos_args;
+ while (PyDict_Next(kwds, &pos, &key, &value)) {
+ name = first_kw_arg;
+ while (*name && (**name != key)) name++;
+ if (*name) {
+ values[name-argnames] = value;
+ } else {
+ #if PY_MAJOR_VERSION < 3
+ if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) {
+ #else
+ if (unlikely(!PyUnicode_Check(key))) {
+ #endif
+ goto invalid_keyword_type;
+ } else {
+ for (name = first_kw_arg; *name; name++) {
+ #if PY_MAJOR_VERSION >= 3
+ if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) &&
+ PyUnicode_Compare(**name, key) == 0) break;
+ #else
+ if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) &&
+ _PyString_Eq(**name, key)) break;
+ #endif
+ }
+ if (*name) {
+ values[name-argnames] = value;
+ } else {
+ for (name=argnames; name != first_kw_arg; name++) {
+ if (**name == key) goto arg_passed_twice;
+ #if PY_MAJOR_VERSION >= 3
+ if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) &&
+ PyUnicode_Compare(**name, key) == 0) goto arg_passed_twice;
+ #else
+ if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) &&
+ _PyString_Eq(**name, key)) goto arg_passed_twice;
+ #endif
+ }
+ if (kwds2) {
+ if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
+ } else {
+ goto invalid_keyword;
+ }
+ }
+ }
+ }
+ }
+ return 0;
+arg_passed_twice:
+ __Pyx_RaiseDoubleKeywordsError(function_name, **name);
+ goto bad;
+invalid_keyword_type:
+ PyErr_Format(PyExc_TypeError,
+ "%s() keywords must be strings", function_name);
+ goto bad;
+invalid_keyword:
+ PyErr_Format(PyExc_TypeError,
+ #if PY_MAJOR_VERSION < 3
+ "%s() got an unexpected keyword argument '%s'",
+ function_name, PyString_AsString(key));
+ #else
+ "%s() got an unexpected keyword argument '%U'",
+ function_name, key);
+ #endif
+bad:
+ return -1;
+}
+
+static void __Pyx_RaiseArgtupleInvalid(
+ const char* func_name,
+ int exact,
+ Py_ssize_t num_min,
+ Py_ssize_t num_max,
+ Py_ssize_t num_found)
+{
+ Py_ssize_t num_expected;
+ const char *more_or_less;
+ if (num_found < num_min) {
+ num_expected = num_min;
+ more_or_less = "at least";
+ } else {
+ num_expected = num_max;
+ more_or_less = "at most";
+ }
+ if (exact) {
+ more_or_less = "exactly";
+ }
+ PyErr_Format(PyExc_TypeError,
+ "%s() takes %s %" PY_FORMAT_SIZE_T "d positional argument%s (%" PY_FORMAT_SIZE_T "d given)",
+ func_name, more_or_less, num_expected,
+ (num_expected == 1) ? "" : "s", num_found);
+}
+
+static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyObject *tmp_type, *tmp_value, *tmp_tb;
+ PyThreadState *tstate = PyThreadState_GET();
+ tmp_type = tstate->curexc_type;
+ tmp_value = tstate->curexc_value;
+ tmp_tb = tstate->curexc_traceback;
+ tstate->curexc_type = type;
+ tstate->curexc_value = value;
+ tstate->curexc_traceback = tb;
+ Py_XDECREF(tmp_type);
+ Py_XDECREF(tmp_value);
+ Py_XDECREF(tmp_tb);
+#else
+ PyErr_Restore(type, value, tb);
+#endif
+}
+static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyThreadState *tstate = PyThreadState_GET();
+ *type = tstate->curexc_type;
+ *value = tstate->curexc_value;
+ *tb = tstate->curexc_traceback;
+ tstate->curexc_type = 0;
+ tstate->curexc_value = 0;
+ tstate->curexc_traceback = 0;
+#else
+ PyErr_Fetch(type, value, tb);
+#endif
+}
+
+#if PY_MAJOR_VERSION < 3
+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
+ CYTHON_UNUSED PyObject *cause) {
+ Py_XINCREF(type);
+ Py_XINCREF(value);
+ Py_XINCREF(tb);
+ if (tb == Py_None) {
+ Py_DECREF(tb);
+ tb = 0;
+ }
+ else if (tb != NULL && !PyTraceBack_Check(tb)) {
+ PyErr_SetString(PyExc_TypeError,
+ "raise: arg 3 must be a traceback or None");
+ goto raise_error;
+ }
+ if (value == NULL) {
+ value = Py_None;
+ Py_INCREF(value);
+ }
+ #if PY_VERSION_HEX < 0x02050000
+ if (!PyClass_Check(type))
+ #else
+ if (!PyType_Check(type))
+ #endif
+ {
+ if (value != Py_None) {
+ PyErr_SetString(PyExc_TypeError,
+ "instance exception may not have a separate value");
+ goto raise_error;
+ }
+ Py_DECREF(value);
+ value = type;
+ #if PY_VERSION_HEX < 0x02050000
+ if (PyInstance_Check(type)) {
+ type = (PyObject*) ((PyInstanceObject*)type)->in_class;
+ Py_INCREF(type);
+ }
+ else {
+ type = 0;
+ PyErr_SetString(PyExc_TypeError,
+ "raise: exception must be an old-style class or instance");
+ goto raise_error;
+ }
+ #else
+ type = (PyObject*) Py_TYPE(type);
+ Py_INCREF(type);
+ if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
+ PyErr_SetString(PyExc_TypeError,
+ "raise: exception class must be a subclass of BaseException");
+ goto raise_error;
+ }
+ #endif
+ }
+ __Pyx_ErrRestore(type, value, tb);
+ return;
+raise_error:
+ Py_XDECREF(value);
+ Py_XDECREF(type);
+ Py_XDECREF(tb);
+ return;
+}
+#else /* Python 3+ */
+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
+ if (tb == Py_None) {
+ tb = 0;
+ } else if (tb && !PyTraceBack_Check(tb)) {
+ PyErr_SetString(PyExc_TypeError,
+ "raise: arg 3 must be a traceback or None");
+ goto bad;
+ }
+ if (value == Py_None)
+ value = 0;
+ if (PyExceptionInstance_Check(type)) {
+ if (value) {
+ PyErr_SetString(PyExc_TypeError,
+ "instance exception may not have a separate value");
+ goto bad;
+ }
+ value = type;
+ type = (PyObject*) Py_TYPE(value);
+ } else if (!PyExceptionClass_Check(type)) {
+ PyErr_SetString(PyExc_TypeError,
+ "raise: exception class must be a subclass of BaseException");
+ goto bad;
+ }
+ if (cause) {
+ PyObject *fixed_cause;
+ if (PyExceptionClass_Check(cause)) {
+ fixed_cause = PyObject_CallObject(cause, NULL);
+ if (fixed_cause == NULL)
+ goto bad;
+ }
+ else if (PyExceptionInstance_Check(cause)) {
+ fixed_cause = cause;
+ Py_INCREF(fixed_cause);
+ }
+ else {
+ PyErr_SetString(PyExc_TypeError,
+ "exception causes must derive from "
+ "BaseException");
+ goto bad;
+ }
+ if (!value) {
+ value = PyObject_CallObject(type, NULL);
+ }
+ PyException_SetCause(value, fixed_cause);
+ }
+ PyErr_SetObject(type, value);
+ if (tb) {
+ PyThreadState *tstate = PyThreadState_GET();
+ PyObject* tmp_tb = tstate->curexc_traceback;
+ if (tb != tmp_tb) {
+ Py_INCREF(tb);
+ tstate->curexc_traceback = tb;
+ Py_XDECREF(tmp_tb);
+ }
+ }
+bad:
+ return;
+}
+#endif
+
+static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
+ if (unlikely(!type)) {
+ PyErr_Format(PyExc_SystemError, "Missing type object");
+ return 0;
+ }
+ if (likely(PyObject_TypeCheck(obj, type)))
+ return 1;
+ PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
+ Py_TYPE(obj)->tp_name, type->tp_name);
+ return 0;
+}
+
+static CYTHON_INLINE int __Pyx_CheckKeywordStrings(
+ PyObject *kwdict,
+ const char* function_name,
+ int kw_allowed)
+{
+ PyObject* key = 0;
+ Py_ssize_t pos = 0;
+#if CPYTHON_COMPILING_IN_PYPY
+ if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0))
+ goto invalid_keyword;
+ return 1;
+#else
+ while (PyDict_Next(kwdict, &pos, &key, 0)) {
+ #if PY_MAJOR_VERSION < 3
+ if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key)))
+ #else
+ if (unlikely(!PyUnicode_Check(key)))
+ #endif
+ goto invalid_keyword_type;
+ }
+ if ((!kw_allowed) && unlikely(key))
+ goto invalid_keyword;
+ return 1;
+invalid_keyword_type:
+ PyErr_Format(PyExc_TypeError,
+ "%s() keywords must be strings", function_name);
+ return 0;
+#endif
+invalid_keyword:
+ PyErr_Format(PyExc_TypeError,
+ #if PY_MAJOR_VERSION < 3
+ "%s() got an unexpected keyword argument '%s'",
+ function_name, PyString_AsString(key));
+ #else
+ "%s() got an unexpected keyword argument '%U'",
+ function_name, key);
+ #endif
+ return 0;
+}
+
+static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
+ PyObject *local_type, *local_value, *local_tb;
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyObject *tmp_type, *tmp_value, *tmp_tb;
+ PyThreadState *tstate = PyThreadState_GET();
+ local_type = tstate->curexc_type;
+ local_value = tstate->curexc_value;
+ local_tb = tstate->curexc_traceback;
+ tstate->curexc_type = 0;
+ tstate->curexc_value = 0;
+ tstate->curexc_traceback = 0;
+#else
+ PyErr_Fetch(&local_type, &local_value, &local_tb);
+#endif
+ PyErr_NormalizeException(&local_type, &local_value, &local_tb);
+#if CYTHON_COMPILING_IN_CPYTHON
+ if (unlikely(tstate->curexc_type))
+#else
+ if (unlikely(PyErr_Occurred()))
+#endif
+ goto bad;
+ #if PY_MAJOR_VERSION >= 3
+ if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
+ goto bad;
+ #endif
+ Py_INCREF(local_type);
+ Py_INCREF(local_value);
+ Py_INCREF(local_tb);
+ *type = local_type;
+ *value = local_value;
+ *tb = local_tb;
+#if CYTHON_COMPILING_IN_CPYTHON
+ tmp_type = tstate->exc_type;
+ tmp_value = tstate->exc_value;
+ tmp_tb = tstate->exc_traceback;
+ tstate->exc_type = local_type;
+ tstate->exc_value = local_value;
+ tstate->exc_traceback = local_tb;
+ /* Make sure tstate is in a consistent state when we XDECREF
+ these objects (DECREF may run arbitrary code). */
+ Py_XDECREF(tmp_type);
+ Py_XDECREF(tmp_value);
+ Py_XDECREF(tmp_tb);
+#else
+ PyErr_SetExcInfo(local_type, local_value, local_tb);
+#endif
+ return 0;
+bad:
+ *type = 0;
+ *value = 0;
+ *tb = 0;
+ Py_XDECREF(local_type);
+ Py_XDECREF(local_value);
+ Py_XDECREF(local_tb);
+ return -1;
+}
+
+static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) {
+ PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname);
+}
+
+static CYTHON_INLINE long __Pyx_div_long(long a, long b) {
+ long q = a / b;
+ long r = a - q*b;
+ q -= ((r != 0) & ((r ^ b) < 0));
+ return q;
+}
+
+static CYTHON_INLINE long __Pyx_mod_long(long a, long b) {
+ long r = a % b;
+ r += ((r != 0) & ((r ^ b) < 0)) * b;
+ return r;
+}
+
+static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
+ PyErr_Format(PyExc_ValueError,
+ "too many values to unpack (expected %" PY_FORMAT_SIZE_T "d)", expected);
+}
+
+static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
+ PyErr_Format(PyExc_ValueError,
+ "need more than %" PY_FORMAT_SIZE_T "d value%s to unpack",
+ index, (index == 1) ? "" : "s");
+}
+
+static CYTHON_INLINE int __Pyx_IterFinish(void) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyThreadState *tstate = PyThreadState_GET();
+ PyObject* exc_type = tstate->curexc_type;
+ if (unlikely(exc_type)) {
+ if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) {
+ PyObject *exc_value, *exc_tb;
+ exc_value = tstate->curexc_value;
+ exc_tb = tstate->curexc_traceback;
+ tstate->curexc_type = 0;
+ tstate->curexc_value = 0;
+ tstate->curexc_traceback = 0;
+ Py_DECREF(exc_type);
+ Py_XDECREF(exc_value);
+ Py_XDECREF(exc_tb);
+ return 0;
+ } else {
+ return -1;
+ }
+ }
+ return 0;
+#else
+ if (unlikely(PyErr_Occurred())) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) {
+ PyErr_Clear();
+ return 0;
+ } else {
+ return -1;
+ }
+ }
+ return 0;
+#endif
+}
+
+static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
+ if (unlikely(retval)) {
+ Py_DECREF(retval);
+ __Pyx_RaiseTooManyValuesError(expected);
+ return -1;
+ } else {
+ return __Pyx_IterFinish();
+ }
+ return 0;
+}
+
+static double __Pyx__PyObject_AsDouble(PyObject* obj) {
+ PyObject* float_value;
+#if CYTHON_COMPILING_IN_PYPY
+ float_value = PyNumber_Float(obj);
+#else
+ if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) {
+ return PyFloat_AsDouble(obj);
+ } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) {
+#if PY_MAJOR_VERSION >= 3
+ float_value = PyFloat_FromString(obj);
+#else
+ float_value = PyFloat_FromString(obj, 0);
+#endif
+ } else {
+ PyObject* args = PyTuple_New(1);
+ if (unlikely(!args)) goto bad;
+ PyTuple_SET_ITEM(args, 0, obj);
+ float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0);
+ PyTuple_SET_ITEM(args, 0, 0);
+ Py_DECREF(args);
+ }
+#endif
+ if (likely(float_value)) {
+ double value = PyFloat_AS_DOUBLE(float_value);
+ Py_DECREF(float_value);
+ return value;
+ }
+bad:
+ return (double)-1;
+}
+
+static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
+ PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
+}
+
+static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
+ const char *name, int exact)
+{
+ if (!type) {
+ PyErr_Format(PyExc_SystemError, "Missing type object");
+ return 0;
+ }
+ if (none_allowed && obj == Py_None) return 1;
+ else if (exact) {
+ if (Py_TYPE(obj) == type) return 1;
+ }
+ else {
+ if (PyObject_TypeCheck(obj, type)) return 1;
+ }
+ PyErr_Format(PyExc_TypeError,
+ "Argument '%s' has incorrect type (expected %s, got %s)",
+ name, type->tp_name, Py_TYPE(obj)->tp_name);
+ return 0;
+}
+
+static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
+}
+
+static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) {
+ if (t == Py_None) {
+ __Pyx_RaiseNoneNotIterableError();
+ } else if (PyTuple_GET_SIZE(t) < index) {
+ __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t));
+ } else {
+ __Pyx_RaiseTooManyValuesError(index);
+ }
+}
+
+static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2,
+ int is_tuple, int has_known_size, int decref_tuple) {
+ Py_ssize_t index;
+ PyObject *value1 = NULL, *value2 = NULL, *iter = NULL;
+ if (!is_tuple && unlikely(!PyTuple_Check(tuple))) {
+ iternextfunc iternext;
+ iter = PyObject_GetIter(tuple);
+ if (unlikely(!iter)) goto bad;
+ if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; }
+ iternext = Py_TYPE(iter)->tp_iternext;
+ value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; }
+ value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; }
+ if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad;
+ Py_DECREF(iter);
+ } else {
+ if (!has_known_size && unlikely(PyTuple_GET_SIZE(tuple) != 2)) {
+ __Pyx_UnpackTupleError(tuple, 2);
+ goto bad;
+ }
+#if CYTHON_COMPILING_IN_PYPY
+ value1 = PySequence_ITEM(tuple, 0);
+ if (unlikely(!value1)) goto bad;
+ value2 = PySequence_ITEM(tuple, 1);
+ if (unlikely(!value2)) goto bad;
+#else
+ value1 = PyTuple_GET_ITEM(tuple, 0);
+ value2 = PyTuple_GET_ITEM(tuple, 1);
+ Py_INCREF(value1);
+ Py_INCREF(value2);
+#endif
+ if (decref_tuple) { Py_DECREF(tuple); }
+ }
+ *pvalue1 = value1;
+ *pvalue2 = value2;
+ return 0;
+unpacking_failed:
+ if (!has_known_size && __Pyx_IterFinish() == 0)
+ __Pyx_RaiseNeedMoreValuesError(index);
+bad:
+ Py_XDECREF(iter);
+ Py_XDECREF(value1);
+ Py_XDECREF(value2);
+ if (decref_tuple) { Py_XDECREF(tuple); }
+ return -1;
+}
+
+static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name,
+ Py_ssize_t* p_orig_length, int* p_source_is_dict) {
+ is_dict = is_dict || likely(PyDict_CheckExact(iterable));
+ *p_source_is_dict = is_dict;
+#if !CYTHON_COMPILING_IN_PYPY
+ if (is_dict) {
+ *p_orig_length = PyDict_Size(iterable);
+ Py_INCREF(iterable);
+ return iterable;
+ }
+#endif
+ *p_orig_length = 0;
+ if (method_name) {
+ PyObject* iter;
+ iterable = PyObject_CallMethodObjArgs(iterable, method_name, NULL);
+ if (!iterable)
+ return NULL;
+#if !CYTHON_COMPILING_IN_PYPY
+ if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable))
+ return iterable;
+#endif
+ iter = PyObject_GetIter(iterable);
+ Py_DECREF(iterable);
+ return iter;
+ }
+ return PyObject_GetIter(iterable);
+}
+static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* iter_obj, Py_ssize_t orig_length, Py_ssize_t* ppos,
+ PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) {
+ PyObject* next_item;
+#if !CYTHON_COMPILING_IN_PYPY
+ if (source_is_dict) {
+ PyObject *key, *value;
+ if (unlikely(orig_length != PyDict_Size(iter_obj))) {
+ PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration");
+ return -1;
+ }
+ if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) {
+ return 0;
+ }
+ if (pitem) {
+ PyObject* tuple = PyTuple_New(2);
+ if (unlikely(!tuple)) {
+ return -1;
+ }
+ Py_INCREF(key);
+ Py_INCREF(value);
+ PyTuple_SET_ITEM(tuple, 0, key);
+ PyTuple_SET_ITEM(tuple, 1, value);
+ *pitem = tuple;
+ } else {
+ if (pkey) {
+ Py_INCREF(key);
+ *pkey = key;
+ }
+ if (pvalue) {
+ Py_INCREF(value);
+ *pvalue = value;
+ }
+ }
+ return 1;
+ } else if (PyTuple_CheckExact(iter_obj)) {
+ Py_ssize_t pos = *ppos;
+ if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0;
+ *ppos = pos + 1;
+ next_item = PyTuple_GET_ITEM(iter_obj, pos);
+ Py_INCREF(next_item);
+ } else if (PyList_CheckExact(iter_obj)) {
+ Py_ssize_t pos = *ppos;
+ if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0;
+ *ppos = pos + 1;
+ next_item = PyList_GET_ITEM(iter_obj, pos);
+ Py_INCREF(next_item);
+ } else
+#endif
+ {
+ next_item = PyIter_Next(iter_obj);
+ if (unlikely(!next_item)) {
+ return __Pyx_IterFinish();
+ }
+ }
+ if (pitem) {
+ *pitem = next_item;
+ } else if (pkey && pvalue) {
+ if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1))
+ return -1;
+ } else if (pkey) {
+ *pkey = next_item;
+ } else {
+ *pvalue = next_item;
+ }
+ return 1;
+}
+
+static CYTHON_INLINE int __Pyx_div_int(int a, int b) {
+ int q = a / b;
+ int r = a - q*b;
+ q -= ((r != 0) & ((r ^ b) < 0));
+ return q;
+}
+
+static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyThreadState *tstate = PyThreadState_GET();
+ *type = tstate->exc_type;
+ *value = tstate->exc_value;
+ *tb = tstate->exc_traceback;
+ Py_XINCREF(*type);
+ Py_XINCREF(*value);
+ Py_XINCREF(*tb);
+#else
+ PyErr_GetExcInfo(type, value, tb);
+#endif
+}
+static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyObject *tmp_type, *tmp_value, *tmp_tb;
+ PyThreadState *tstate = PyThreadState_GET();
+ tmp_type = tstate->exc_type;
+ tmp_value = tstate->exc_value;
+ tmp_tb = tstate->exc_traceback;
+ tstate->exc_type = type;
+ tstate->exc_value = value;
+ tstate->exc_traceback = tb;
+ Py_XDECREF(tmp_type);
+ Py_XDECREF(tmp_value);
+ Py_XDECREF(tmp_tb);
+#else
+ PyErr_SetExcInfo(type, value, tb);
+#endif
+}
+
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level) {
+ PyObject *py_import = 0;
+ PyObject *empty_list = 0;
+ PyObject *module = 0;
+ PyObject *global_dict = 0;
+ PyObject *empty_dict = 0;
+ PyObject *list;
+ py_import = __Pyx_GetAttrString(__pyx_b, "__import__");
+ if (!py_import)
+ goto bad;
+ if (from_list)
+ list = from_list;
+ else {
+ empty_list = PyList_New(0);
+ if (!empty_list)
+ goto bad;
+ list = empty_list;
+ }
+ global_dict = PyModule_GetDict(__pyx_m);
+ if (!global_dict)
+ goto bad;
+ empty_dict = PyDict_New();
+ if (!empty_dict)
+ goto bad;
+ #if PY_VERSION_HEX >= 0x02050000
+ {
+ #if PY_MAJOR_VERSION >= 3
+ if (level == -1) {
+ if (strchr(__Pyx_MODULE_NAME, '.')) {
+ /* try package relative import first */
+ PyObject *py_level = PyInt_FromLong(1);
+ if (!py_level)
+ goto bad;
+ module = PyObject_CallFunctionObjArgs(py_import,
+ name, global_dict, empty_dict, list, py_level, NULL);
+ Py_DECREF(py_level);
+ if (!module) {
+ if (!PyErr_ExceptionMatches(PyExc_ImportError))
+ goto bad;
+ PyErr_Clear();
+ }
+ }
+ level = 0; /* try absolute import on failure */
+ }
+ #endif
+ if (!module) {
+ PyObject *py_level = PyInt_FromLong(level);
+ if (!py_level)
+ goto bad;
+ module = PyObject_CallFunctionObjArgs(py_import,
+ name, global_dict, empty_dict, list, py_level, NULL);
+ Py_DECREF(py_level);
+ }
+ }
+ #else
+ if (level>0) {
+ PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4.");
+ goto bad;
+ }
+ module = PyObject_CallFunctionObjArgs(py_import,
+ name, global_dict, empty_dict, list, NULL);
+ #endif
+bad:
+ Py_XDECREF(empty_list);
+ Py_XDECREF(py_import);
+ Py_XDECREF(empty_dict);
+ return module;
+}
+
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY
+ return PyObject_RichCompareBool(s1, s2, equals);
+#else
+ if (s1 == s2) {
+ return (equals == Py_EQ);
+ } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
+ if (PyBytes_GET_SIZE(s1) != PyBytes_GET_SIZE(s2)) {
+ return (equals == Py_NE);
+ } else if (PyBytes_GET_SIZE(s1) == 1) {
+ if (equals == Py_EQ)
+ return (PyBytes_AS_STRING(s1)[0] == PyBytes_AS_STRING(s2)[0]);
+ else
+ return (PyBytes_AS_STRING(s1)[0] != PyBytes_AS_STRING(s2)[0]);
+ } else {
+ int result = memcmp(PyBytes_AS_STRING(s1), PyBytes_AS_STRING(s2), (size_t)PyBytes_GET_SIZE(s1));
+ return (equals == Py_EQ) ? (result == 0) : (result != 0);
+ }
+ } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
+ return (equals == Py_NE);
+ } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
+ return (equals == Py_NE);
+ } else {
+ int result;
+ PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+ if (!py_result)
+ return -1;
+ result = __Pyx_PyObject_IsTrue(py_result);
+ Py_DECREF(py_result);
+ return result;
+ }
+#endif
+}
+
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY
+ return PyObject_RichCompareBool(s1, s2, equals);
+#else
+ if (s1 == s2) {
+ return (equals == Py_EQ);
+ } else if (PyUnicode_CheckExact(s1) & PyUnicode_CheckExact(s2)) {
+ #if CYTHON_PEP393_ENABLED
+ if ((PyUnicode_READY(s1) < 0) || (PyUnicode_READY(s2) < 0))
+ return -1;
+ if (PyUnicode_GET_LENGTH(s1) != PyUnicode_GET_LENGTH(s2)) {
+ return (equals == Py_NE);
+ } else if (PyUnicode_GET_LENGTH(s1) == 1) {
+ Py_UCS4 ch1 = PyUnicode_READ_CHAR(s1, 0);
+ Py_UCS4 ch2 = PyUnicode_READ_CHAR(s2, 0);
+ return (equals == Py_EQ) ? (ch1 == ch2) : (ch1 != ch2);
+ #else
+ if (PyUnicode_GET_SIZE(s1) != PyUnicode_GET_SIZE(s2)) {
+ return (equals == Py_NE);
+ } else if (PyUnicode_GET_SIZE(s1) == 1) {
+ Py_UNICODE ch1 = PyUnicode_AS_UNICODE(s1)[0];
+ Py_UNICODE ch2 = PyUnicode_AS_UNICODE(s2)[0];
+ return (equals == Py_EQ) ? (ch1 == ch2) : (ch1 != ch2);
+ #endif
+ } else {
+ int result = PyUnicode_Compare(s1, s2);
+ if ((result == -1) && unlikely(PyErr_Occurred()))
+ return -1;
+ return (equals == Py_EQ) ? (result == 0) : (result != 0);
+ }
+ } else if ((s1 == Py_None) & PyUnicode_CheckExact(s2)) {
+ return (equals == Py_NE);
+ } else if ((s2 == Py_None) & PyUnicode_CheckExact(s1)) {
+ return (equals == Py_NE);
+ } else {
+ int result;
+ PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+ if (!py_result)
+ return -1;
+ result = __Pyx_PyObject_IsTrue(py_result);
+ Py_DECREF(py_result);
+ return result;
+ }
+#endif
+}
+
+static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) {
+ const unsigned char neg_one = (unsigned char)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(unsigned char) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(unsigned char)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to unsigned char" :
+ "value too large to convert to unsigned char");
+ }
+ return (unsigned char)-1;
+ }
+ return (unsigned char)val;
+ }
+ return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x);
+}
+
+static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) {
+ const unsigned short neg_one = (unsigned short)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(unsigned short) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(unsigned short)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to unsigned short" :
+ "value too large to convert to unsigned short");
+ }
+ return (unsigned short)-1;
+ }
+ return (unsigned short)val;
+ }
+ return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x);
+}
+
+static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) {
+ const unsigned int neg_one = (unsigned int)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(unsigned int) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(unsigned int)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to unsigned int" :
+ "value too large to convert to unsigned int");
+ }
+ return (unsigned int)-1;
+ }
+ return (unsigned int)val;
+ }
+ return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x);
+}
+
+static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) {
+ const char neg_one = (char)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(char) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(char)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to char" :
+ "value too large to convert to char");
+ }
+ return (char)-1;
+ }
+ return (char)val;
+ }
+ return (char)__Pyx_PyInt_AsLong(x);
+}
+
+static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) {
+ const short neg_one = (short)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(short) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(short)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to short" :
+ "value too large to convert to short");
+ }
+ return (short)-1;
+ }
+ return (short)val;
+ }
+ return (short)__Pyx_PyInt_AsLong(x);
+}
+
+static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) {
+ const int neg_one = (int)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(int) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(int)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to int" :
+ "value too large to convert to int");
+ }
+ return (int)-1;
+ }
+ return (int)val;
+ }
+ return (int)__Pyx_PyInt_AsLong(x);
+}
+
+static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) {
+ const signed char neg_one = (signed char)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(signed char) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(signed char)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to signed char" :
+ "value too large to convert to signed char");
+ }
+ return (signed char)-1;
+ }
+ return (signed char)val;
+ }
+ return (signed char)__Pyx_PyInt_AsSignedLong(x);
+}
+
+static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) {
+ const signed short neg_one = (signed short)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(signed short) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(signed short)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to signed short" :
+ "value too large to convert to signed short");
+ }
+ return (signed short)-1;
+ }
+ return (signed short)val;
+ }
+ return (signed short)__Pyx_PyInt_AsSignedLong(x);
+}
+
+static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) {
+ const signed int neg_one = (signed int)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(signed int) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(signed int)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to signed int" :
+ "value too large to convert to signed int");
+ }
+ return (signed int)-1;
+ }
+ return (signed int)val;
+ }
+ return (signed int)__Pyx_PyInt_AsSignedLong(x);
+}
+
+static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) {
+ const int neg_one = (int)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(int) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(int)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to int" :
+ "value too large to convert to int");
+ }
+ return (int)-1;
+ }
+ return (int)val;
+ }
+ return (int)__Pyx_PyInt_AsLong(x);
+}
+
+static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) {
+ const unsigned long neg_one = (unsigned long)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_VERSION_HEX < 0x03000000
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to unsigned long");
+ return (unsigned long)-1;
+ }
+ return (unsigned long)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to unsigned long");
+ return (unsigned long)-1;
+ }
+ return (unsigned long)PyLong_AsUnsignedLong(x);
+ } else {
+ return (unsigned long)PyLong_AsLong(x);
+ }
+ } else {
+ unsigned long val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (unsigned long)-1;
+ val = __Pyx_PyInt_AsUnsignedLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) {
+ const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_VERSION_HEX < 0x03000000
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to unsigned PY_LONG_LONG");
+ return (unsigned PY_LONG_LONG)-1;
+ }
+ return (unsigned PY_LONG_LONG)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to unsigned PY_LONG_LONG");
+ return (unsigned PY_LONG_LONG)-1;
+ }
+ return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
+ } else {
+ return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x);
+ }
+ } else {
+ unsigned PY_LONG_LONG val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (unsigned PY_LONG_LONG)-1;
+ val = __Pyx_PyInt_AsUnsignedLongLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) {
+ const long neg_one = (long)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_VERSION_HEX < 0x03000000
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to long");
+ return (long)-1;
+ }
+ return (long)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to long");
+ return (long)-1;
+ }
+ return (long)PyLong_AsUnsignedLong(x);
+ } else {
+ return (long)PyLong_AsLong(x);
+ }
+ } else {
+ long val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (long)-1;
+ val = __Pyx_PyInt_AsLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) {
+ const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_VERSION_HEX < 0x03000000
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to PY_LONG_LONG");
+ return (PY_LONG_LONG)-1;
+ }
+ return (PY_LONG_LONG)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to PY_LONG_LONG");
+ return (PY_LONG_LONG)-1;
+ }
+ return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
+ } else {
+ return (PY_LONG_LONG)PyLong_AsLongLong(x);
+ }
+ } else {
+ PY_LONG_LONG val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (PY_LONG_LONG)-1;
+ val = __Pyx_PyInt_AsLongLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) {
+ const signed long neg_one = (signed long)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_VERSION_HEX < 0x03000000
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to signed long");
+ return (signed long)-1;
+ }
+ return (signed long)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to signed long");
+ return (signed long)-1;
+ }
+ return (signed long)PyLong_AsUnsignedLong(x);
+ } else {
+ return (signed long)PyLong_AsLong(x);
+ }
+ } else {
+ signed long val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (signed long)-1;
+ val = __Pyx_PyInt_AsSignedLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) {
+ const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_VERSION_HEX < 0x03000000
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to signed PY_LONG_LONG");
+ return (signed PY_LONG_LONG)-1;
+ }
+ return (signed PY_LONG_LONG)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to signed PY_LONG_LONG");
+ return (signed PY_LONG_LONG)-1;
+ }
+ return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
+ } else {
+ return (signed PY_LONG_LONG)PyLong_AsLongLong(x);
+ }
+ } else {
+ signed PY_LONG_LONG val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (signed PY_LONG_LONG)-1;
+ val = __Pyx_PyInt_AsSignedLongLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
+ CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) {
+ PyObject *old_exc, *old_val, *old_tb;
+ PyObject *ctx;
+ __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
+ #if PY_MAJOR_VERSION < 3
+ ctx = PyString_FromString(name);
+ #else
+ ctx = PyUnicode_FromString(name);
+ #endif
+ __Pyx_ErrRestore(old_exc, old_val, old_tb);
+ if (!ctx) {
+ PyErr_WriteUnraisable(Py_None);
+ } else {
+ PyErr_WriteUnraisable(ctx);
+ Py_DECREF(ctx);
+ }
+}
+
+static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
+ PyObject *tmp_type, *tmp_value, *tmp_tb;
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyThreadState *tstate = PyThreadState_GET();
+ tmp_type = tstate->exc_type;
+ tmp_value = tstate->exc_value;
+ tmp_tb = tstate->exc_traceback;
+ tstate->exc_type = *type;
+ tstate->exc_value = *value;
+ tstate->exc_traceback = *tb;
+#else
+ PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
+ PyErr_SetExcInfo(*type, *value, *tb);
+#endif
+ *type = tmp_type;
+ *value = tmp_value;
+ *tb = tmp_tb;
+}
+
+static PyObject *__Pyx_Generator_Next(PyObject *self);
+static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value);
+static PyObject *__Pyx_Generator_Close(PyObject *self);
+static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args);
+static PyTypeObject *__pyx_GeneratorType = 0;
+#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType)
+#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom)
+#if 1 || PY_VERSION_HEX < 0x030300B0
+static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) {
+ PyObject *et, *ev, *tb;
+ PyObject *value = NULL;
+ __Pyx_ErrFetch(&et, &ev, &tb);
+ if (!et) {
+ Py_XDECREF(tb);
+ Py_XDECREF(ev);
+ Py_INCREF(Py_None);
+ *pvalue = Py_None;
+ return 0;
+ }
+ if (unlikely(et != PyExc_StopIteration) &&
+ unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) {
+ __Pyx_ErrRestore(et, ev, tb);
+ return -1;
+ }
+ if (likely(et == PyExc_StopIteration)) {
+ if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) {
+ if (!ev) {
+ Py_INCREF(Py_None);
+ ev = Py_None;
+ }
+ Py_XDECREF(tb);
+ Py_DECREF(et);
+ *pvalue = ev;
+ return 0;
+ }
+ }
+ PyErr_NormalizeException(&et, &ev, &tb);
+ if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) {
+ __Pyx_ErrRestore(et, ev, tb);
+ return -1;
+ }
+ Py_XDECREF(tb);
+ Py_DECREF(et);
+#if PY_VERSION_HEX >= 0x030300A0
+ value = ((PyStopIterationObject *)ev)->value;
+ Py_INCREF(value);
+ Py_DECREF(ev);
+#else
+ {
+ PyObject* args = PyObject_GetAttrString(ev, "args");
+ Py_DECREF(ev);
+ if (likely(args)) {
+ value = PyObject_GetItem(args, 0);
+ Py_DECREF(args);
+ }
+ if (unlikely(!value)) {
+ __Pyx_ErrRestore(NULL, NULL, NULL);
+ Py_INCREF(Py_None);
+ value = Py_None;
+ }
+ }
+#endif
+ *pvalue = value;
+ return 0;
+}
+#endif
+static CYTHON_INLINE
+void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) {
+ PyObject *exc_type = self->exc_type;
+ PyObject *exc_value = self->exc_value;
+ PyObject *exc_traceback = self->exc_traceback;
+ self->exc_type = NULL;
+ self->exc_value = NULL;
+ self->exc_traceback = NULL;
+ Py_XDECREF(exc_type);
+ Py_XDECREF(exc_value);
+ Py_XDECREF(exc_traceback);
+}
+static CYTHON_INLINE
+int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) {
+ if (unlikely(gen->is_running)) {
+ PyErr_SetString(PyExc_ValueError,
+ "generator already executing");
+ return 1;
+ }
+ return 0;
+}
+static CYTHON_INLINE
+PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) {
+ PyObject *retval;
+ assert(!self->is_running);
+ if (unlikely(self->resume_label == 0)) {
+ if (unlikely(value && value != Py_None)) {
+ PyErr_SetString(PyExc_TypeError,
+ "can't send non-None value to a "
+ "just-started generator");
+ return NULL;
+ }
+ }
+ if (unlikely(self->resume_label == -1)) {
+ PyErr_SetNone(PyExc_StopIteration);
+ return NULL;
+ }
+ if (value) {
+#if CYTHON_COMPILING_IN_PYPY
+#else
+ /* Generators always return to their most recent caller, not
+ * necessarily their creator. */
+ if (self->exc_traceback) {
+ PyThreadState *tstate = PyThreadState_GET();
+ PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
+ PyFrameObject *f = tb->tb_frame;
+ Py_XINCREF(tstate->frame);
+ assert(f->f_back == NULL);
+ f->f_back = tstate->frame;
+ }
+#endif
+ __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
+ &self->exc_traceback);
+ } else {
+ __Pyx_Generator_ExceptionClear(self);
+ }
+ self->is_running = 1;
+ retval = self->body((PyObject *) self, value);
+ self->is_running = 0;
+ if (retval) {
+ __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
+ &self->exc_traceback);
+#if CYTHON_COMPILING_IN_PYPY
+#else
+ /* Don't keep the reference to f_back any longer than necessary. It
+ * may keep a chain of frames alive or it could create a reference
+ * cycle. */
+ if (self->exc_traceback) {
+ PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
+ PyFrameObject *f = tb->tb_frame;
+ Py_CLEAR(f->f_back);
+ }
+#endif
+ } else {
+ __Pyx_Generator_ExceptionClear(self);
+ }
+ return retval;
+}
+static CYTHON_INLINE
+PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) {
+ PyObject *ret;
+ PyObject *val = NULL;
+ __Pyx_Generator_Undelegate(gen);
+ __Pyx_PyGen_FetchStopIterationValue(&val);
+ ret = __Pyx_Generator_SendEx(gen, val);
+ Py_XDECREF(val);
+ return ret;
+}
+static PyObject *__Pyx_Generator_Next(PyObject *self) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self;
+ PyObject *yf = gen->yieldfrom;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ PyObject *ret;
+ gen->is_running = 1;
+ ret = Py_TYPE(yf)->tp_iternext(yf);
+ gen->is_running = 0;
+ if (likely(ret)) {
+ return ret;
+ }
+ return __Pyx_Generator_FinishDelegation(gen);
+ }
+ return __Pyx_Generator_SendEx(gen, Py_None);
+}
+static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self;
+ PyObject *yf = gen->yieldfrom;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ PyObject *ret;
+ gen->is_running = 1;
+ if (__Pyx_Generator_CheckExact(yf)) {
+ ret = __Pyx_Generator_Send(yf, value);
+ } else {
+ if (value == Py_None)
+ ret = PyIter_Next(yf);
+ else
+ ret = PyObject_CallMethod(yf, (char*)"send", (char*)"O", value);
+ }
+ gen->is_running = 0;
+ if (likely(ret)) {
+ return ret;
+ }
+ return __Pyx_Generator_FinishDelegation(gen);
+ }
+ return __Pyx_Generator_SendEx(gen, value);
+}
+static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) {
+ PyObject *retval = NULL;
+ int err = 0;
+ if (__Pyx_Generator_CheckExact(yf)) {
+ retval = __Pyx_Generator_Close(yf);
+ if (!retval)
+ return -1;
+ } else {
+ PyObject *meth;
+ gen->is_running = 1;
+ meth = PyObject_GetAttrString(yf, "close");
+ if (unlikely(!meth)) {
+ if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
+ PyErr_WriteUnraisable(yf);
+ }
+ PyErr_Clear();
+ } else {
+ retval = PyObject_CallFunction(meth, NULL);
+ Py_DECREF(meth);
+ if (!retval)
+ err = -1;
+ }
+ gen->is_running = 0;
+ }
+ Py_XDECREF(retval);
+ return err;
+}
+static PyObject *__Pyx_Generator_Close(PyObject *self) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ PyObject *retval, *raised_exception;
+ PyObject *yf = gen->yieldfrom;
+ int err = 0;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ Py_INCREF(yf);
+ err = __Pyx_Generator_CloseIter(gen, yf);
+ __Pyx_Generator_Undelegate(gen);
+ Py_DECREF(yf);
+ }
+ if (err == 0)
+#if PY_VERSION_HEX < 0x02050000
+ PyErr_SetNone(PyExc_StopIteration);
+#else
+ PyErr_SetNone(PyExc_GeneratorExit);
+#endif
+ retval = __Pyx_Generator_SendEx(gen, NULL);
+ if (retval) {
+ Py_DECREF(retval);
+ PyErr_SetString(PyExc_RuntimeError,
+ "generator ignored GeneratorExit");
+ return NULL;
+ }
+ raised_exception = PyErr_Occurred();
+ if (!raised_exception
+ || raised_exception == PyExc_StopIteration
+#if PY_VERSION_HEX >= 0x02050000
+ || raised_exception == PyExc_GeneratorExit
+ || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit)
+#endif
+ || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration))
+ {
+ if (raised_exception) PyErr_Clear(); /* ignore these errors */
+ Py_INCREF(Py_None);
+ return Py_None;
+ }
+ return NULL;
+}
+static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ PyObject *typ;
+ PyObject *tb = NULL;
+ PyObject *val = NULL;
+ PyObject *yf = gen->yieldfrom;
+ if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb))
+ return NULL;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ PyObject *ret;
+ Py_INCREF(yf);
+#if PY_VERSION_HEX >= 0x02050000
+ if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) {
+ int err = __Pyx_Generator_CloseIter(gen, yf);
+ Py_DECREF(yf);
+ __Pyx_Generator_Undelegate(gen);
+ if (err < 0)
+ return __Pyx_Generator_SendEx(gen, NULL);
+ goto throw_here;
+ }
+#endif
+ gen->is_running = 1;
+ if (__Pyx_Generator_CheckExact(yf)) {
+ ret = __Pyx_Generator_Throw(yf, args);
+ } else {
+ PyObject *meth = PyObject_GetAttrString(yf, "throw");
+ if (unlikely(!meth)) {
+ Py_DECREF(yf);
+ if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
+ gen->is_running = 0;
+ return NULL;
+ }
+ PyErr_Clear();
+ __Pyx_Generator_Undelegate(gen);
+ gen->is_running = 0;
+ goto throw_here;
+ }
+ ret = PyObject_CallObject(meth, args);
+ Py_DECREF(meth);
+ }
+ gen->is_running = 0;
+ Py_DECREF(yf);
+ if (!ret) {
+ ret = __Pyx_Generator_FinishDelegation(gen);
+ }
+ return ret;
+ }
+throw_here:
+ __Pyx_Raise(typ, val, tb, NULL);
+ return __Pyx_Generator_SendEx(gen, NULL);
+}
+static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ Py_VISIT(gen->closure);
+ Py_VISIT(gen->classobj);
+ Py_VISIT(gen->yieldfrom);
+ Py_VISIT(gen->exc_type);
+ Py_VISIT(gen->exc_value);
+ Py_VISIT(gen->exc_traceback);
+ return 0;
+}
+static int __Pyx_Generator_clear(PyObject *self) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ Py_CLEAR(gen->closure);
+ Py_CLEAR(gen->classobj);
+ Py_CLEAR(gen->yieldfrom);
+ Py_CLEAR(gen->exc_type);
+ Py_CLEAR(gen->exc_value);
+ Py_CLEAR(gen->exc_traceback);
+ return 0;
+}
+static void __Pyx_Generator_dealloc(PyObject *self) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ PyObject_GC_UnTrack(gen);
+ if (gen->gi_weakreflist != NULL)
+ PyObject_ClearWeakRefs(self);
+ PyObject_GC_Track(self);
+ if (gen->resume_label > 0) {
+ Py_TYPE(gen)->tp_del(self);
+ if (self->ob_refcnt > 0)
+ return; /* resurrected. :( */
+ }
+ PyObject_GC_UnTrack(self);
+ __Pyx_Generator_clear(self);
+ PyObject_GC_Del(gen);
+}
+static void __Pyx_Generator_del(PyObject *self) {
+ PyObject *res;
+ PyObject *error_type, *error_value, *error_traceback;
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ if (gen->resume_label <= 0)
+ return ;
+ assert(self->ob_refcnt == 0);
+ self->ob_refcnt = 1;
+ __Pyx_ErrFetch(&error_type, &error_value, &error_traceback);
+ res = __Pyx_Generator_Close(self);
+ if (res == NULL)
+ PyErr_WriteUnraisable(self);
+ else
+ Py_DECREF(res);
+ __Pyx_ErrRestore(error_type, error_value, error_traceback);
+ /* Undo the temporary resurrection; can't use DECREF here, it would
+ * cause a recursive call.
+ */
+ assert(self->ob_refcnt > 0);
+ if (--self->ob_refcnt == 0)
+ return; /* this is the normal path out */
+ /* close() resurrected it! Make it look like the original Py_DECREF
+ * never happened.
+ */
+ {
+ Py_ssize_t refcnt = self->ob_refcnt;
+ _Py_NewReference(self);
+ self->ob_refcnt = refcnt;
+ }
+#if CYTHON_COMPILING_FOR_CPYTHON
+ assert(PyType_IS_GC(self->ob_type) &&
+ _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED);
+ /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so
+ * we need to undo that. */
+ _Py_DEC_REFTOTAL;
+#endif
+ /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object
+ * chain, so no more to do there.
+ * If COUNT_ALLOCS, the original decref bumped tp_frees, and
+ * _Py_NewReference bumped tp_allocs: both of those need to be
+ * undone.
+ */
+#ifdef COUNT_ALLOCS
+ --Py_TYPE(self)->tp_frees;
+ --Py_TYPE(self)->tp_allocs;
+#endif
+}
+static PyMemberDef __pyx_Generator_memberlist[] = {
+ {(char *) "gi_running",
+#if PY_VERSION_HEX >= 0x02060000
+ T_BOOL,
+#else
+ T_INT,
+#endif
+ offsetof(__pyx_GeneratorObject, is_running),
+ READONLY,
+ NULL},
+ {0, 0, 0, 0, 0}
+};
+static PyMethodDef __pyx_Generator_methods[] = {
+ {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0},
+ {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0},
+ {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0},
+ {0, 0, 0, 0}
+};
+static PyTypeObject __pyx_GeneratorType_type = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("generator"), /*tp_name*/
+ sizeof(__pyx_GeneratorObject), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ (destructor) __Pyx_Generator_dealloc,/*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+#if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+#else
+ 0, /*reserved*/
+#endif
+ 0, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/
+ 0, /*tp_doc*/
+ (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */
+ 0, /*tp_iter*/
+ (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/
+ __pyx_Generator_methods, /*tp_methods*/
+ __pyx_Generator_memberlist, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ 0, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ __Pyx_Generator_del, /*tp_del*/
+#if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+#endif
+};
+static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body,
+ PyObject *closure) {
+ __pyx_GeneratorObject *gen =
+ PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type);
+ if (gen == NULL)
+ return NULL;
+ gen->body = body;
+ gen->closure = closure;
+ Py_XINCREF(closure);
+ gen->is_running = 0;
+ gen->resume_label = 0;
+ gen->classobj = NULL;
+ gen->yieldfrom = NULL;
+ gen->exc_type = NULL;
+ gen->exc_value = NULL;
+ gen->exc_traceback = NULL;
+ gen->gi_weakreflist = NULL;
+ PyObject_GC_Track(gen);
+ return gen;
+}
+static int __pyx_Generator_init(void) {
+ __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr;
+ __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter;
+ if (PyType_Ready(&__pyx_GeneratorType_type)) {
+ return -1;
+ }
+ __pyx_GeneratorType = &__pyx_GeneratorType_type;
+ return 0;
+}
+
+static int __Pyx_check_binary_version(void) {
+ char ctversion[4], rtversion[4];
+ PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
+ PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
+ if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
+ char message[200];
+ PyOS_snprintf(message, sizeof(message),
+ "compiletime version %s of module '%.100s' "
+ "does not match runtime version %s",
+ ctversion, __Pyx_MODULE_NAME, rtversion);
+ #if PY_VERSION_HEX < 0x02050000
+ return PyErr_Warn(NULL, message);
+ #else
+ return PyErr_WarnEx(NULL, message, 1);
+ #endif
+ }
+ return 0;
+}
+
+static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) {
+ PyObject *d = 0;
+ PyObject *cobj = 0;
+ union {
+ void (*fp)(void);
+ void *p;
+ } tmp;
+ d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__");
+ if (!d) {
+ PyErr_Clear();
+ d = PyDict_New();
+ if (!d)
+ goto bad;
+ Py_INCREF(d);
+ if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0)
+ goto bad;
+ }
+ tmp.fp = f;
+#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0)
+ cobj = PyCapsule_New(tmp.p, sig, 0);
+#else
+ cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0);
+#endif
+ if (!cobj)
+ goto bad;
+ if (PyDict_SetItemString(d, name, cobj) < 0)
+ goto bad;
+ Py_DECREF(cobj);
+ Py_DECREF(d);
+ return 0;
+bad:
+ Py_XDECREF(cobj);
+ Py_XDECREF(d);
+ return -1;
+}
+
+static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
+#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0)
+ PyObject *ob = PyCapsule_New(vtable, 0, 0);
+#else
+ PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
+#endif
+ if (!ob)
+ goto bad;
+ if (PyDict_SetItemString(dict, "__pyx_vtable__", ob) < 0)
+ goto bad;
+ Py_DECREF(ob);
+ return 0;
+bad:
+ Py_XDECREF(ob);
+ return -1;
+}
+
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
+ int start = 0, mid = 0, end = count - 1;
+ if (end >= 0 && code_line > entries[end].code_line) {
+ return count;
+ }
+ while (start < end) {
+ mid = (start + end) / 2;
+ if (code_line < entries[mid].code_line) {
+ end = mid;
+ } else if (code_line > entries[mid].code_line) {
+ start = mid + 1;
+ } else {
+ return mid;
+ }
+ }
+ if (code_line <= entries[mid].code_line) {
+ return mid;
+ } else {
+ return mid + 1;
+ }
+}
+static PyCodeObject *__pyx_find_code_object(int code_line) {
+ PyCodeObject* code_object;
+ int pos;
+ if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
+ return NULL;
+ }
+ pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+ if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
+ return NULL;
+ }
+ code_object = __pyx_code_cache.entries[pos].code_object;
+ Py_INCREF(code_object);
+ return code_object;
+}
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
+ int pos, i;
+ __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
+ if (unlikely(!code_line)) {
+ return;
+ }
+ if (unlikely(!entries)) {
+ entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
+ if (likely(entries)) {
+ __pyx_code_cache.entries = entries;
+ __pyx_code_cache.max_count = 64;
+ __pyx_code_cache.count = 1;
+ entries[0].code_line = code_line;
+ entries[0].code_object = code_object;
+ Py_INCREF(code_object);
+ }
+ return;
+ }
+ pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+ if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
+ PyCodeObject* tmp = entries[pos].code_object;
+ entries[pos].code_object = code_object;
+ Py_DECREF(tmp);
+ return;
+ }
+ if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
+ int new_max = __pyx_code_cache.max_count + 64;
+ entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
+ __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry));
+ if (unlikely(!entries)) {
+ return;
+ }
+ __pyx_code_cache.entries = entries;
+ __pyx_code_cache.max_count = new_max;
+ }
+ for (i=__pyx_code_cache.count; i>pos; i--) {
+ entries[i] = entries[i-1];
+ }
+ entries[pos].code_line = code_line;
+ entries[pos].code_object = code_object;
+ __pyx_code_cache.count++;
+ Py_INCREF(code_object);
+}
+
+#include "compile.h"
+#include "frameobject.h"
+#include "traceback.h"
+static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
+ const char *funcname, int c_line,
+ int py_line, const char *filename) {
+ PyCodeObject *py_code = 0;
+ PyObject *py_srcfile = 0;
+ PyObject *py_funcname = 0;
+ #if PY_MAJOR_VERSION < 3
+ py_srcfile = PyString_FromString(filename);
+ #else
+ py_srcfile = PyUnicode_FromString(filename);
+ #endif
+ if (!py_srcfile) goto bad;
+ if (c_line) {
+ #if PY_MAJOR_VERSION < 3
+ py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+ #else
+ py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+ #endif
+ }
+ else {
+ #if PY_MAJOR_VERSION < 3
+ py_funcname = PyString_FromString(funcname);
+ #else
+ py_funcname = PyUnicode_FromString(funcname);
+ #endif
+ }
+ if (!py_funcname) goto bad;
+ py_code = __Pyx_PyCode_New(
+ 0, /*int argcount,*/
+ 0, /*int kwonlyargcount,*/
+ 0, /*int nlocals,*/
+ 0, /*int stacksize,*/
+ 0, /*int flags,*/
+ __pyx_empty_bytes, /*PyObject *code,*/
+ __pyx_empty_tuple, /*PyObject *consts,*/
+ __pyx_empty_tuple, /*PyObject *names,*/
+ __pyx_empty_tuple, /*PyObject *varnames,*/
+ __pyx_empty_tuple, /*PyObject *freevars,*/
+ __pyx_empty_tuple, /*PyObject *cellvars,*/
+ py_srcfile, /*PyObject *filename,*/
+ py_funcname, /*PyObject *name,*/
+ py_line, /*int firstlineno,*/
+ __pyx_empty_bytes /*PyObject *lnotab*/
+ );
+ Py_DECREF(py_srcfile);
+ Py_DECREF(py_funcname);
+ return py_code;
+bad:
+ Py_XDECREF(py_srcfile);
+ Py_XDECREF(py_funcname);
+ return NULL;
+}
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+ int py_line, const char *filename) {
+ PyCodeObject *py_code = 0;
+ PyObject *py_globals = 0;
+ PyFrameObject *py_frame = 0;
+ py_code = __pyx_find_code_object(c_line ? c_line : py_line);
+ if (!py_code) {
+ py_code = __Pyx_CreateCodeObjectForTraceback(
+ funcname, c_line, py_line, filename);
+ if (!py_code) goto bad;
+ __pyx_insert_code_object(c_line ? c_line : py_line, py_code);
+ }
+ py_globals = PyModule_GetDict(__pyx_m);
+ if (!py_globals) goto bad;
+ py_frame = PyFrame_New(
+ PyThreadState_GET(), /*PyThreadState *tstate,*/
+ py_code, /*PyCodeObject *code,*/
+ py_globals, /*PyObject *globals,*/
+ 0 /*PyObject *locals*/
+ );
+ if (!py_frame) goto bad;
+ py_frame->f_lineno = py_line;
+ PyTraceBack_Here(py_frame);
+bad:
+ Py_XDECREF(py_code);
+ Py_XDECREF(py_frame);
+}
+
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
+ while (t->p) {
+ #if PY_MAJOR_VERSION < 3
+ if (t->is_unicode) {
+ *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
+ } else if (t->intern) {
+ *t->p = PyString_InternFromString(t->s);
+ } else {
+ *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
+ }
+ #else /* Python 3+ has unicode identifiers */
+ if (t->is_unicode | t->is_str) {
+ if (t->intern) {
+ *t->p = PyUnicode_InternFromString(t->s);
+ } else if (t->encoding) {
+ *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
+ } else {
+ *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
+ }
+ } else {
+ *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
+ }
+ #endif
+ if (!*t->p)
+ return -1;
+ ++t;
+ }
+ return 0;
+}
+
+
+/* Type Conversion Functions */
+
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
+ int is_true = x == Py_True;
+ if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
+ else return PyObject_IsTrue(x);
+}
+
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) {
+ PyNumberMethods *m;
+ const char *name = NULL;
+ PyObject *res = NULL;
+#if PY_VERSION_HEX < 0x03000000
+ if (PyInt_Check(x) || PyLong_Check(x))
+#else
+ if (PyLong_Check(x))
+#endif
+ return Py_INCREF(x), x;
+ m = Py_TYPE(x)->tp_as_number;
+#if PY_VERSION_HEX < 0x03000000
+ if (m && m->nb_int) {
+ name = "int";
+ res = PyNumber_Int(x);
+ }
+ else if (m && m->nb_long) {
+ name = "long";
+ res = PyNumber_Long(x);
+ }
+#else
+ if (m && m->nb_int) {
+ name = "int";
+ res = PyNumber_Long(x);
+ }
+#endif
+ if (res) {
+#if PY_VERSION_HEX < 0x03000000
+ if (!PyInt_Check(res) && !PyLong_Check(res)) {
+#else
+ if (!PyLong_Check(res)) {
+#endif
+ PyErr_Format(PyExc_TypeError,
+ "__%s__ returned non-%s (type %.200s)",
+ name, name, Py_TYPE(res)->tp_name);
+ Py_DECREF(res);
+ return NULL;
+ }
+ }
+ else if (!PyErr_Occurred()) {
+ PyErr_SetString(PyExc_TypeError,
+ "an integer is required");
+ }
+ return res;
+}
+
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
+ Py_ssize_t ival;
+ PyObject* x = PyNumber_Index(b);
+ if (!x) return -1;
+ ival = PyInt_AsSsize_t(x);
+ Py_DECREF(x);
+ return ival;
+}
+
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
+#if PY_VERSION_HEX < 0x02050000
+ if (ival <= LONG_MAX)
+ return PyInt_FromLong((long)ival);
+ else {
+ unsigned char *bytes = (unsigned char *) &ival;
+ int one = 1; int little = (int)*(unsigned char*)&one;
+ return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0);
+ }
+#else
+ return PyInt_FromSize_t(ival);
+#endif
+}
+
+static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) {
+ unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x);
+ if (unlikely(val == (unsigned PY_LONG_LONG)-1 && PyErr_Occurred())) {
+ return (size_t)-1;
+ } else if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "value too large to convert to size_t");
+ return (size_t)-1;
+ }
+ return (size_t)val;
+}
+
+
+#endif /* Py_PYTHON_H */
diff --git a/python/src/sa/_sa.pxd b/python/src/sa/_sa.pxd
new file mode 100644
index 00000000..d390bfc5
--- /dev/null
+++ b/python/src/sa/_sa.pxd
@@ -0,0 +1,17 @@
+cdef class Phrase:
+ cdef int *syms
+ cdef int n, *varpos, n_vars
+ cdef public int chunkpos(self, int k)
+ cdef public int chunklen(self, int k)
+
+cdef class Rule:
+ cdef public int lhs
+ cdef readonly Phrase f, e
+ cdef float *cscores
+ cdef int n_scores
+ cdef public word_alignments
+
+cdef char* sym_tostring(int sym)
+cdef char* sym_tocat(int sym)
+cdef int sym_isvar(int sym)
+cdef int sym_getindex(int sym)
diff --git a/python/src/sa/_sa.pyx b/python/src/sa/_sa.pyx
new file mode 100644
index 00000000..710f8cb4
--- /dev/null
+++ b/python/src/sa/_sa.pyx
@@ -0,0 +1,29 @@
+import logging
+import resource
+import gzip
+
+cdef float monitor_cpu():
+ return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+
+ resource.getrusage(resource.RUSAGE_SELF).ru_stime)
+
+def gzip_or_text(char* filename):
+ if filename.endswith('.gz'):
+ return gzip.GzipFile(filename)
+ else:
+ return open(filename)
+
+logger = logging.getLogger('cdec.sa')
+
+include "float_list.pxi"
+include "int_list.pxi"
+include "str_map.pxi"
+include "data_array.pxi"
+include "alignment.pxi"
+include "bilex.pxi"
+include "veb.pxi"
+include "lcp.pxi"
+include "sym.pxi"
+include "rule.pxi"
+include "precomputation.pxi"
+include "suffix_array.pxi"
+include "rulefactory.pxi"
diff --git a/python/src/sa/alignment.pxi b/python/src/sa/alignment.pxi
new file mode 100644
index 00000000..842899ad
--- /dev/null
+++ b/python/src/sa/alignment.pxi
@@ -0,0 +1,105 @@
+from libc.stdio cimport FILE, fopen, fread, fwrite, fclose
+from libc.stdlib cimport malloc, realloc, free
+
+# Note: Callison-Burch uses short instead of int.
+# We have the space for our corpus, so this is not a problem;
+# May need to revisit if things get really tight, though.
+
+cdef class Alignment:
+ cdef IntList links
+ cdef IntList sent_index
+
+ cdef int link(self, int i, int j):
+ """Integerizes an alignment link pair"""
+ return i*65536 + j
+
+ def unlink(self, link):
+ """De-integerizes an alignment link pair"""
+ return (link/65536, link%65536)
+
+ cdef _unlink(self, int link, int* f, int* e):
+ f[0] = link/65536
+ e[0] = link%65536
+
+ def get_sent_links(self, int sent_id):
+ cdef IntList sent_links
+ cdef int* arr
+ cdef int arr_len
+ sent_links = IntList()
+ arr = self._get_sent_links(sent_id, &arr_len)
+ sent_links._extend_arr(arr, arr_len*2)
+ free(arr)
+ return sent_links
+
+ cdef int* _get_sent_links(self, int sent_id, int* num_links):
+ cdef int* sent_links
+ cdef int i, start, end
+ start = self.sent_index.arr[sent_id]
+ end = self.sent_index.arr[sent_id+1]
+ num_links[0] = end - start
+ sent_links = <int*> malloc(2*num_links[0]*sizeof(int))
+ for i from 0 <= i < num_links[0]:
+ self._unlink(self.links.arr[start + i], sent_links + (2*i), sent_links + (2*i) + 1)
+ return sent_links
+
+ def __cinit__(self, from_binary=None, from_text=None):
+ self.links = IntList(1000,1000)
+ self.sent_index = IntList(1000,1000)
+ if from_binary:
+ self.read_binary(from_binary)
+ elif from_text:
+ self.read_text(from_text)
+
+ def read_text(self, char* filename):
+ with gzip_or_text(filename) as f:
+ for line in f:
+ self.sent_index.append(len(self.links))
+ pairs = line.split()
+ for pair in pairs:
+ (i, j) = map(int, pair.split('-'))
+ self.links.append(self.link(i, j))
+ self.sent_index.append(len(self.links))
+
+ def read_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ self.links.read_handle(f)
+ self.sent_index.read_handle(f)
+ fclose(f)
+
+ def write_text(self, char* filename):
+ with open(filename, "w") as f:
+ sent_num = 0
+ for i, link in enumerate(self.links):
+ while i >= self.sent_index[sent_num]:
+ f.write("\n")
+ sent_num = sent_num + 1
+ f.write("%d-%d " % self.unlink(link))
+ f.write("\n")
+
+ def write_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.links.write_handle(f)
+ self.sent_index.write_handle(f)
+ fclose(f)
+
+ def write_enhanced(self, char* filename):
+ with open(filename, "w") as f:
+ sent_num = 1
+ for link in self.links:
+ f.write("%d " % link)
+ f.write("\n")
+ for i in self.sent_index:
+ f.write("%d " % i)
+ f.write("\n")
+
+ def alignment(self, i):
+ """Return all (e,f) pairs for sentence i"""
+ cdef int j, start, end
+ result = []
+ start = self.sent_index.arr[i]
+ end = self.sent_index.arr[i+1]
+ for j from start <= j < end:
+ result.append(self.unlink(self.links.arr[j]))
+ return result
diff --git a/python/src/sa/bilex.pxi b/python/src/sa/bilex.pxi
new file mode 100644
index 00000000..27d1be49
--- /dev/null
+++ b/python/src/sa/bilex.pxi
@@ -0,0 +1,418 @@
+# defines bilexical dictionaries in C, with some convenience methods
+# for reading arrays directly as globs directly from disk.
+# Adam Lopez <alopez@cs.umd.edu>
+
+from libc.stdio cimport FILE, fopen, fread, fwrite, fclose
+from libc.stdlib cimport malloc, realloc, free
+from libc.string cimport memset, strcpy, strlen
+
+cdef struct _node:
+ _node* smaller
+ _node* bigger
+ int key
+ int val
+
+cdef _node* new_node(int key):
+ cdef _node* n
+ n = <_node*> malloc(sizeof(_node))
+ n.smaller = NULL
+ n.bigger = NULL
+ n.key = key
+ n.val = 0
+ return n
+
+
+cdef del_node(_node* n):
+ if n.smaller != NULL:
+ del_node(n.smaller)
+ if n.bigger != NULL:
+ del_node(n.bigger)
+ free(n)
+
+cdef int* get_val(_node* n, int key):
+ if key == n.key:
+ return &n.val
+ elif key < n.key:
+ if n.smaller == NULL:
+ n.smaller = new_node(key)
+ return &(n.smaller.val)
+ return get_val(n.smaller, key)
+ else:
+ if n.bigger == NULL:
+ n.bigger = new_node(key)
+ return &(n.bigger.val)
+ return get_val(n.bigger, key)
+
+
+cdef class BiLex:
+ cdef FloatList col1
+ cdef FloatList col2
+ cdef IntList f_index
+ cdef IntList e_index
+ cdef id2eword, id2fword, eword2id, fword2id
+
+ def __cinit__(self, from_text=None, from_data=False, from_binary=None,
+ earray=None, fsarray=None, alignment=None):
+ self.id2eword = []
+ self.id2fword = []
+ self.eword2id = {}
+ self.fword2id = {}
+ self.e_index = IntList()
+ self.f_index = IntList()
+ self.col1 = FloatList()
+ self.col2 = FloatList()
+ if from_binary:
+ self.read_binary(from_binary)
+ elif from_data:
+ self.compute_from_data(fsarray, earray, alignment)
+ else:
+ self.read_text(from_text)
+
+
+ cdef compute_from_data(self, SuffixArray fsa, DataArray eda, Alignment aa):
+ cdef int sent_id, num_links, l, i, j, f_i, e_j, I, J, V_E, V_F, num_pairs
+ cdef int *fsent, *esent, *alignment, *links, *ealigned, *faligned
+ cdef _node** dict
+ cdef int *fmargin, *emargin, *count
+ cdef bytes word
+ cdef int null_word
+
+ null_word = 0
+ for word in fsa.darray.id2word: # I miss list comprehensions
+ self.id2fword.append(word)
+ self.id2fword[null_word] = "NULL"
+ for id, word in enumerate(self.id2fword):
+ self.fword2id[word] = id
+
+ for word in eda.id2word:
+ self.id2eword.append(word)
+ self.id2eword[null_word] = "NULL"
+ for id, word in enumerate(self.id2eword):
+ self.eword2id[word] = id
+
+ num_pairs = 0
+
+ V_E = len(eda.id2word)
+ V_F = len(fsa.darray.id2word)
+ fmargin = <int*> malloc(V_F*sizeof(int))
+ emargin = <int*> malloc(V_E*sizeof(int))
+ memset(fmargin, 0, V_F*sizeof(int))
+ memset(emargin, 0, V_E*sizeof(int))
+
+ dict = <_node**> malloc(V_F*sizeof(_node*))
+ memset(dict, 0, V_F*sizeof(_node*))
+
+ num_sents = len(fsa.darray.sent_index)
+ for sent_id from 0 <= sent_id < num_sents-1:
+
+ fsent = fsa.darray.data.arr + fsa.darray.sent_index.arr[sent_id]
+ I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1
+ faligned = <int*> malloc(I*sizeof(int))
+ memset(faligned, 0, I*sizeof(int))
+
+ esent = eda.data.arr + eda.sent_index.arr[sent_id]
+ J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1
+ ealigned = <int*> malloc(J*sizeof(int))
+ memset(ealigned, 0, J*sizeof(int))
+
+ links = aa._get_sent_links(sent_id, &num_links)
+
+ for l from 0 <= l < num_links:
+ i = links[l*2]
+ j = links[l*2+1]
+ if i >= I or j >= J:
+ raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1))
+ f_i = fsent[i]
+ e_j = esent[j]
+ fmargin[f_i] = fmargin[f_i]+1
+ emargin[e_j] = emargin[e_j]+1
+ if dict[f_i] == NULL:
+ dict[f_i] = new_node(e_j)
+ dict[f_i].val = 1
+ num_pairs = num_pairs + 1
+ else:
+ count = get_val(dict[f_i], e_j)
+ if count[0] == 0:
+ num_pairs = num_pairs + 1
+ count[0] = count[0] + 1
+ # add count
+ faligned[i] = 1
+ ealigned[j] = 1
+ for i from 0 <= i < I:
+ if faligned[i] == 0:
+ f_i = fsent[i]
+ fmargin[f_i] = fmargin[f_i] + 1
+ emargin[null_word] = emargin[null_word] + 1
+ if dict[f_i] == NULL:
+ dict[f_i] = new_node(null_word)
+ dict[f_i].val = 1
+ num_pairs = num_pairs + 1
+ else:
+ count = get_val(dict[f_i], null_word)
+ if count[0] == 0:
+ num_pairs = num_pairs + 1
+ count[0] = count[0] + 1
+ for j from 0 <= j < J:
+ if ealigned[j] == 0:
+ e_j = esent[j]
+ fmargin[null_word] = fmargin[null_word] + 1
+ emargin[e_j] = emargin[e_j] + 1
+ if dict[null_word] == NULL:
+ dict[null_word] = new_node(e_j)
+ dict[null_word].val = 1
+ num_pairs = num_pairs + 1
+ else:
+ count = get_val(dict[null_word], e_j)
+ if count[0] == 0:
+ num_pairs = num_pairs + 1
+ count[0] = count[0] + 1
+ free(links)
+ free(faligned)
+ free(ealigned)
+ self.f_index = IntList(initial_len=V_F)
+ self.e_index = IntList(initial_len=num_pairs)
+ self.col1 = FloatList(initial_len=num_pairs)
+ self.col2 = FloatList(initial_len=num_pairs)
+
+ num_pairs = 0
+ for i from 0 <= i < V_F:
+ #self.f_index[i] = num_pairs
+ self.f_index.set(i, num_pairs)
+ if dict[i] != NULL:
+ self._add_node(dict[i], &num_pairs, float(fmargin[i]), emargin)
+ del_node(dict[i])
+ free(fmargin)
+ free(emargin)
+ free(dict)
+ return
+
+
+ cdef _add_node(self, _node* n, int* num_pairs, float fmargin, int* emargin):
+ cdef int loc
+ if n.smaller != NULL:
+ self._add_node(n.smaller, num_pairs, fmargin, emargin)
+ loc = num_pairs[0]
+ self.e_index.set(loc, n.key)
+ self.col1.set(loc, float(n.val)/fmargin)
+ self.col2.set(loc, float(n.val)/float(emargin[n.key]))
+ num_pairs[0] = loc + 1
+ if n.bigger != NULL:
+ self._add_node(n.bigger, num_pairs, fmargin, emargin)
+
+
+ def write_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.f_index.write_handle(f)
+ self.e_index.write_handle(f)
+ self.col1.write_handle(f)
+ self.col2.write_handle(f)
+ self.write_wordlist(self.id2fword, f)
+ self.write_wordlist(self.id2eword, f)
+ fclose(f)
+
+
+ cdef write_wordlist(self, wordlist, FILE* f):
+ cdef int word_len
+ cdef int num_words
+ cdef char* c_word
+
+ num_words = len(wordlist)
+ fwrite(&(num_words), sizeof(int), 1, f)
+ for word in wordlist:
+ c_word = word
+ word_len = strlen(c_word) + 1
+ fwrite(&(word_len), sizeof(int), 1, f)
+ fwrite(c_word, sizeof(char), word_len, f)
+
+
+ cdef read_wordlist(self, word2id, id2word, FILE* f):
+ cdef int num_words
+ cdef int word_len
+ cdef char* c_word
+ cdef bytes py_word
+
+ fread(&(num_words), sizeof(int), 1, f)
+ for i from 0 <= i < num_words:
+ fread(&(word_len), sizeof(int), 1, f)
+ c_word = <char*> malloc (word_len * sizeof(char))
+ fread(c_word, sizeof(char), word_len, f)
+ py_word = c_word
+ free(c_word)
+ word2id[py_word] = len(id2word)
+ id2word.append(py_word)
+
+ def read_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ self.f_index.read_handle(f)
+ self.e_index.read_handle(f)
+ self.col1.read_handle(f)
+ self.col2.read_handle(f)
+ self.read_wordlist(self.fword2id, self.id2fword, f)
+ self.read_wordlist(self.eword2id, self.id2eword, f)
+ fclose(f)
+
+
+ def get_e_id(self, eword):
+ if eword not in self.eword2id:
+ e_id = len(self.id2eword)
+ self.id2eword.append(eword)
+ self.eword2id[eword] = e_id
+ return self.eword2id[eword]
+
+
+ def get_f_id(self, fword):
+ if fword not in self.fword2id:
+ f_id = len(self.id2fword)
+ self.id2fword.append(fword)
+ self.fword2id[fword] = f_id
+ return self.fword2id[fword]
+
+
+ def read_text(self, char* filename):
+ cdef i, j, w, e_id, f_id, n_f, n_e, N
+ cdef IntList fcount
+
+ fcount = IntList()
+ with gzip_or_text(filename) as f:
+ # first loop merely establishes size of array objects
+ for line in f:
+ (fword, eword, score1, score2) = line.split()
+ f_id = self.get_f_id(fword)
+ e_id = self.get_e_id(eword)
+ while f_id >= len(fcount):
+ fcount.append(0)
+ fcount.arr[f_id] = fcount.arr[f_id] + 1
+
+ # Allocate space for dictionary in arrays
+ N = 0
+ n_f = len(fcount)
+ self.f_index = IntList(initial_len=n_f+1)
+ for i from 0 <= i < n_f:
+ self.f_index.arr[i] = N
+ N = N + fcount.arr[i]
+ fcount.arr[i] = 0
+ self.f_index.arr[n_f] = N
+ self.e_index = IntList(initial_len=N)
+ self.col1 = FloatList(initial_len=N)
+ self.col2 = FloatList(initial_len=N)
+
+ # Re-read file, placing words into buckets
+ f.seek(0)
+ for line in f:
+ (fword, eword, score1, score2) = line.split()
+ f_id = self.get_f_id(fword)
+ e_id = self.get_e_id(eword)
+ index = self.f_index.arr[f_id] + fcount.arr[f_id]
+ fcount.arr[f_id] = fcount.arr[f_id] + 1
+ self.e_index.arr[index] = int(e_id)
+ self.col1[index] = float(score1)
+ self.col2[index] = float(score2)
+
+ # Sort buckets by eword
+ for b from 0 <= b < n_f:
+ i = self.f_index.arr[b]
+ j = self.f_index.arr[b+1]
+ self.qsort(i,j, "")
+
+
+ cdef swap(self, int i, int j):
+ cdef int itmp
+ cdef float ftmp
+
+ if i == j:
+ return
+
+ itmp = self.e_index.arr[i]
+ self.e_index.arr[i] = self.e_index.arr[j]
+ self.e_index.arr[j] = itmp
+
+ ftmp = self.col1.arr[i]
+ self.col1.arr[i] = self.col1.arr[j]
+ self.col1.arr[j] = ftmp
+
+ ftmp = self.col2.arr[i]
+ self.col2.arr[i] = self.col2.arr[j]
+ self.col2.arr[j] = ftmp
+
+
+ cdef qsort(self, int i, int j, pad):
+ cdef int pval, p
+
+ if i > j:
+ raise Exception("Sort error in CLex")
+ if i == j: #empty interval
+ return
+ if i == j-1: # singleton interval
+ return
+
+ p = (i+j)/2
+ pval = self.e_index.arr[p]
+ self.swap(i, p)
+ p = i
+ for k from i+1 <= k < j:
+ if pval >= self.e_index.arr[k]:
+ self.swap(p+1, k)
+ self.swap(p, p+1)
+ p = p + 1
+ self.qsort(i,p, pad+" ")
+ self.qsort(p+1,j, pad+" ")
+
+
+ def write_enhanced(self, char* filename):
+ with open(filename, "w") as f:
+ for i in self.f_index:
+ f.write("%d " % i)
+ f.write("\n")
+ for i, s1, s2 in zip(self.e_index, self.col1, self.col2):
+ f.write("%d %f %f " % (i, s1, s2))
+ f.write("\n")
+ for i, w in enumerate(self.id2fword):
+ f.write("%d %s " % (i, w))
+ f.write("\n")
+ for i, w in enumerate(self.id2eword):
+ f.write("%d %s " % (i, w))
+ f.write("\n")
+
+
+ def get_score(self, fword, eword, col):
+ cdef e_id, f_id, low, high, midpoint, val
+
+ if eword not in self.eword2id:
+ return None
+ if fword not in self.fword2id:
+ return None
+ f_id = self.fword2id[fword]
+ e_id = self.eword2id[eword]
+ low = self.f_index.arr[f_id]
+ high = self.f_index.arr[f_id+1]
+ while high - low > 0:
+ midpoint = (low+high)/2
+ val = self.e_index.arr[midpoint]
+ if val == e_id:
+ if col == 0:
+ return self.col1.arr[midpoint]
+ if col == 1:
+ return self.col2.arr[midpoint]
+ if val > e_id:
+ high = midpoint
+ if val < e_id:
+ low = midpoint + 1
+ return None
+
+
+ def write_text(self, char* filename):
+ """Note: does not guarantee writing the dictionary in the original order"""
+ cdef i, N, e_id, f_id
+
+ with open(filename, "w") as f:
+ N = len(self.e_index)
+ f_id = 0
+ for i from 0 <= i < N:
+ while self.f_index.arr[f_id+1] == i:
+ f_id = f_id + 1
+ e_id = self.e_index.arr[i]
+ score1 = self.col1.arr[i]
+ score2 = self.col2.arr[i]
+ f.write("%s %s %.6f %.6f\n" % (self.id2fword[f_id], self.id2eword[e_id], score1, score2))
diff --git a/python/src/sa/data_array.pxi b/python/src/sa/data_array.pxi
new file mode 100644
index 00000000..7a102a7e
--- /dev/null
+++ b/python/src/sa/data_array.pxi
@@ -0,0 +1,158 @@
+# Defines "data arrays" that can be directly written to/read from disk in binary format
+# In particular, the array itself is written/read directly as a glob of binary data
+# Adam Lopez <alopez@cs.umd.edu>
+
+from libc.stdio cimport FILE, fopen, fread, fwrite, fclose
+from libc.stdlib cimport malloc, realloc, free
+from libc.string cimport memset, strcpy, strlen
+
+cdef class DataArray:
+ cdef word2id
+ cdef id2word
+ cdef IntList data
+ cdef IntList sent_id
+ cdef IntList sent_index
+ cdef bint use_sent_id
+
+ def __cinit__(self, from_binary=None, from_text=None, side=None, bint use_sent_id=False):
+ self.word2id = {"END_OF_FILE":0, "END_OF_LINE":1}
+ self.id2word = ["END_OF_FILE", "END_OF_LINE"]
+ self.data = IntList(1000,1000)
+ self.sent_id = IntList(1000,1000)
+ self.sent_index = IntList(1000,1000)
+ self.use_sent_id = use_sent_id
+ if from_binary:
+ self.read_binary(from_binary)
+ elif from_text:
+ if side:
+ self.read_bitext(from_text, (0 if side == 'source' else 1))
+ else:
+ self.read_text(from_text)
+
+ def __len__(self):
+ return len(self.data)
+
+ def getSentId(self, i):
+ return self.sent_id.arr[i]
+
+ def getSent(self, i):
+ cdef int j, start, stop
+ sent = []
+ start = self.sent_index.arr[i]
+ stop = self.sent_index.arr[i+1]
+ for i from start <= i < stop:
+ sent.append(self.id2word[self.data.arr[i]])
+ return sent
+
+ def getSentPos(self, loc):
+ return loc - self.sent_index.arr[self.sent_id.arr[loc]]
+
+ def get_id(self, word):
+ if not word in self.word2id:
+ self.word2id[word] = len(self.id2word)
+ self.id2word.append(word)
+ return self.word2id[word]
+
+ def get_word(self, id):
+ return self.id2word[id]
+
+ def write_text(self, char* filename):
+ with open(filename, "w") as f:
+ for w_id in self.data:
+ if w_id > 1:
+ f.write("%s " % self.get_word(w_id))
+ if w_id == 1:
+ f.write("\n")
+
+ def read_text(self, char* filename):
+ with gzip_or_text(filename) as fp:
+ self.read_text_data(fp)
+
+ def read_bitext(self, char* filename, int side):
+ with gzip_or_text(filename) as fp:
+ data = (line.split(' ||| ')[side] for line in fp)
+ self.read_text_data(data)
+
+ def read_text_data(self, data):
+ cdef int word_count = 0
+ for line_num, line in enumerate(data):
+ self.sent_index.append(word_count)
+ for word in line.split():
+ self.data.append(self.get_id(word))
+ if self.use_sent_id:
+ self.sent_id.append(line_num)
+ word_count = word_count + 1
+ self.data.append(1)
+ if self.use_sent_id:
+ self.sent_id.append(line_num)
+ word_count = word_count + 1
+ self.data.append(0)
+ self.sent_index.append(word_count)
+
+
+ def read_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ self.read_handle(f)
+ fclose(f)
+
+ cdef void read_handle(self, FILE* f):
+ cdef int num_words, word_len
+ cdef unsigned i
+ cdef char* c_word
+ cdef bytes py_word
+ self.data.read_handle(f)
+ self.sent_index.read_handle(f)
+ self.sent_id.read_handle(f)
+ fread(&(num_words), sizeof(int), 1, f)
+ for i in range(num_words):
+ fread(&(word_len), sizeof(int), 1, f)
+ c_word = <char*> malloc (word_len * sizeof(char))
+ fread(c_word, sizeof(char), word_len, f)
+ py_word = c_word
+ free(c_word)
+ self.word2id[py_word] = len(self.id2word)
+ self.id2word.append(py_word)
+ if len(self.sent_id) == 0:
+ self.use_sent_id = False
+ else:
+ self.use_sent_id = True
+
+ cdef void write_handle(self, FILE* f):
+ cdef int word_len
+ cdef int num_words
+ cdef char* c_word
+ self.data.write_handle(f)
+ self.sent_index.write_handle(f)
+ self.sent_id.write_handle(f)
+ num_words = len(self.id2word) - 2
+ fwrite(&(num_words), sizeof(int), 1, f)
+ for word in self.id2word[2:]:
+ c_word = word
+ word_len = strlen(c_word) + 1
+ fwrite(&(word_len), sizeof(int), 1, f)
+ fwrite(c_word, sizeof(char), word_len, f)
+
+ def write_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.write_handle(f)
+ fclose(f)
+
+ def write_enhanced_handle(self, f):
+ for i in self.data:
+ f.write("%d " %i)
+ f.write("\n")
+ for i in self.sent_index:
+ f.write("%d " %i)
+ f.write("\n")
+ for i in self.sent_id:
+ f.write("%d " %i)
+ f.write("\n")
+ for word in self.id2word:
+ f.write("%s %d " % (word, self.word2id[word]))
+ f.write("\n")
+
+ def write_enhanced(self, char* filename):
+ with open(filename, "w") as f:
+ self.write_enhanced_handle(self, f)
diff --git a/python/src/sa/float_list.pxi b/python/src/sa/float_list.pxi
new file mode 100644
index 00000000..88ffd5fc
--- /dev/null
+++ b/python/src/sa/float_list.pxi
@@ -0,0 +1,77 @@
+# defines int arrays in C, with some convenience methods
+# for reading arrays directly as globs directly from disk.
+# Adam Lopez <alopez@cs.umd.edu>
+
+from libc.stdio cimport FILE, fopen, fread, fwrite, fclose
+from libc.stdlib cimport malloc, realloc, free
+from libc.string cimport memset, strcpy, strlen
+
+cdef class FloatList:
+ cdef int size
+ cdef int increment
+ cdef int len
+ cdef float* arr
+
+ def __cinit__(self, int size=0, int increment=1, int initial_len=0):
+ if initial_len > size:
+ size = initial_len
+ self.size = size
+ self.increment = increment
+ self.len = initial_len
+ self.arr = <float*> malloc(size*sizeof(float))
+ memset(self.arr, 0, initial_len*sizeof(float))
+
+ def __dealloc__(self):
+ free(self.arr)
+
+ def __getitem__(self, i):
+ j = i
+ if i<0:
+ j = self.len + i
+ if j<0 or j>=self.len:
+ raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len))
+ return self.arr[j]
+
+ cdef void set(self, int i, float v):
+ j = i
+ if i<0:
+ j = self.len + i
+ if j<0 or j>=self.len:
+ raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len))
+ self.arr[j] = v
+
+ def __setitem__(self, i, val):
+ self.set(i, val)
+
+ def __len__(self):
+ return self.len
+
+ def append(self, float val):
+ if self.len == self.size:
+ self.size = self.size + self.increment
+ self.arr = <float*> realloc(self.arr, self.size*sizeof(float))
+ self.arr[self.len] = val
+ self.len = self.len + 1
+
+ cdef void write_handle(self, FILE* f):
+ fwrite(&(self.len), sizeof(float), 1, f)
+ fwrite(self.arr, sizeof(float), self.len, f)
+
+ def write(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.write_handle(f)
+ fclose(f)
+
+ cdef void read_handle(self, FILE* f):
+ free(self.arr)
+ fread(&(self.len), sizeof(float), 1, f)
+ self.arr = <float*> malloc(self.len * sizeof(float))
+ self.size = self.len
+ fread(self.arr, sizeof(float), self.len, f)
+
+ def read(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ self.read_handle(f)
+ fclose(f)
diff --git a/python/src/sa/int_list.pxi b/python/src/sa/int_list.pxi
new file mode 100644
index 00000000..ad14bc9c
--- /dev/null
+++ b/python/src/sa/int_list.pxi
@@ -0,0 +1,177 @@
+# defines int arrays in C, with some convenience methods
+# for reading arrays as globs directly from disk.
+# Adam Lopez <alopez@cs.umd.edu>
+
+from libc.stdio cimport FILE, fopen, fread, fwrite, fclose
+from libc.stdlib cimport malloc, realloc, free
+from libc.string cimport memset, memcpy
+
+cdef class IntList:
+ cdef int size
+ cdef int increment
+ cdef int len
+ cdef int* arr
+
+ def __cinit__(self, int size=0, int increment=1, int initial_len=0):
+ if initial_len > size:
+ size = initial_len
+ self.size = size
+ self.increment = increment
+ self.len = initial_len
+ self.arr = <int*> malloc(size*sizeof(int))
+ memset(self.arr, 0, initial_len*sizeof(int))
+
+ def __str__(self):
+ cdef unsigned i
+ ret = "IntList["
+ for idx in range(self.size):
+ if idx>0:
+ ret += ","
+ ret += str(self.arr[idx])
+ ret += "]"
+ ret += "len="
+ ret += self.len
+ return ret
+
+ def index(self, val):
+ cdef unsigned i
+ for i in range(self.len):
+ if self.arr[i] == val:
+ return i
+ return IndexError
+
+ def partition(self,start,end):
+ pivot = self.arr[end]
+ bottom = start-1
+ top = end
+ done = 0
+ while not done:
+ while not done:
+ bottom += 1
+ if bottom == top:
+ done = 1
+ break
+ if self.arr[bottom] > pivot:
+ self.arr[top] = self.arr[bottom]
+ break
+ while not done:
+ top -= 1
+ if top == bottom:
+ done = 1
+ break
+ if self.arr[top] < pivot:
+ self.arr[bottom] = self.arr[top]
+ break
+ self.arr[top] = pivot
+ return top
+
+ def _doquicksort(self,start,end):
+ if start < end:
+ split = self.partition(start,end)
+ self._doquicksort(start,split-1)
+ self._doquicksort(split+1,end)
+ else:
+ return
+
+ def sort(self):
+ self._doquicksort(0,self.len-1)
+
+ def reset(self):
+ self.len = 0
+
+ def __dealloc__(self):
+ free(self.arr)
+
+ def __getitem__(self, index):
+ cdef int i, j, k
+ if isinstance(index, int):
+ j = index
+ if j < 0:
+ j = self.len + j
+ if j<0 or j>=self.len:
+ raise IndexError("Requested index %d of %d-length IntList" % (index, self.len))
+ return self.arr[j]
+ elif isinstance(index, slice):
+ i = index.start
+ j = index.stop
+ if i < 0:
+ i = self.len + i
+ if j < 0:
+ j = self.len + j
+ if i < 0 or i >= self.len or j < 0 or j > self.len:
+ raise IndexError("Requested index %d:%d of %d-length IntList" % (index.start, index.stop, self.len))
+ result = ()
+ for k from i <= k < j:
+ result = result + (self.arr[k],)
+ return result
+ else:
+ raise TypeError("Illegal key type %s for IntList" % type(index))
+
+ cdef void set(self, int i, int val):
+ j = i
+ if i<0:
+ j = self.len + i
+ if j<0 or j>=self.len:
+ raise IndexError("Requested index %d of %d-length IntList" % (i, self.len))
+ self.arr[j] = val
+
+ def __setitem__(self, i, val):
+ self.set(i, val)
+
+ def __len__(self):
+ return self.len
+
+ def getSize(self):
+ return self.size
+
+ def append(self, int val):
+ self._append(val)
+
+ cdef void _append(self, int val):
+ if self.len == self.size:
+ self.size = self.size + self.increment
+ self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ self.arr[self.len] = val
+ self.len = self.len + 1
+
+ def extend(self, other):
+ self._extend(other)
+
+ cdef void _extend(self, IntList other):
+ self._extend_arr(other.arr, other.len)
+
+ cdef void _extend_arr(self, int* other, int other_len):
+ if self.size < self.len + other_len:
+ self.size = self.len + other_len
+ self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ memcpy(self.arr+self.len, other, other_len*sizeof(int))
+ self.len = self.len + other_len
+
+ cdef void _clear(self):
+ free(self.arr)
+ self.len = 0
+ self.size = 0
+ self.arr = <int*> malloc(0)
+
+ cdef void write_handle(self, FILE* f):
+ fwrite(&(self.len), sizeof(int), 1, f)
+ fwrite(self.arr, sizeof(int), self.len, f)
+
+ def write(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.write_handle(f)
+ fclose(f)
+
+ cdef void read_handle(self, FILE* f):
+ (self.arr)
+ fread(&(self.len), sizeof(int), 1, f)
+ self.arr = <int*> malloc(self.len * sizeof(int))
+ self.size = self.len
+ fread(self.arr, sizeof(int), self.len, f)
+
+ def read(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ self.read_handle(f)
+ fclose(f)
diff --git a/python/src/sa/lcp.pxi b/python/src/sa/lcp.pxi
new file mode 100644
index 00000000..8e86e611
--- /dev/null
+++ b/python/src/sa/lcp.pxi
@@ -0,0 +1,89 @@
+"""Compute LCP array for a suffix array using the Kasai et al. algorithm
+Can also be used to compute statistics such
+as k most frequent n-grams"""
+
+cdef class LCP:
+ cdef SuffixArray sa
+ cdef IntList lcp
+
+ def __cinit__(self, SuffixArray sa):
+ cdef int i, k, j, h, n
+ cdef IntList rank
+
+ logger.info("Constructing LCP array")
+ self.sa = sa
+ n = self.sa.sa.len
+ self.lcp = IntList(initial_len=n)
+
+ rank = IntList(initial_len=n)
+ for i from 0 <= i < n:
+ rank.arr[sa.sa.arr[i]] = i
+
+ h = 0
+ for i from 0 <= i < n:
+ k = rank.arr[i]
+ if k == 0:
+ self.lcp.arr[k] = -1
+ else:
+ j = sa.sa.arr[k-1]
+ while i+h < n and j+h < n and sa.darray.data.arr[i+h] == sa.darray.data.arr[j+h]:
+ h = h+1
+ self.lcp.arr[k] = h
+ if h > 0:
+ h = h-1
+ logger.info("LCP array completed")
+
+ def compute_stats(self, int max_n):
+ """Note: the output of this function is not exact. In
+ particular, the frequency associated with each word is
+ not guaranteed to be correct. This is due to a bit of
+ laxness in the design; the function is intended only to
+ obtain a list of the most frequent words; for this
+ purpose it is perfectly fine"""
+ cdef int i, ii, iii, j, k, h, n, N, rs, freq, valid
+ cdef IntList run_start
+ cdef IntList ngram_start
+ cdef VEB veb
+
+ N = self.sa.sa.len
+
+ ngram_starts = []
+ for n from 0 <= n < max_n:
+ ngram_starts.append(IntList(initial_len=N))
+
+ run_start = IntList(initial_len=max_n)
+ veb = VEB(N)
+
+ for i from 0 <= i < N:
+ h = self.lcp.arr[i]
+ if h < 0:
+ h = 0
+ for n from h <= n < max_n:
+ rs = run_start.arr[n]
+ run_start.arr[n] = i
+ freq = i - rs
+ if freq > 1000: # arbitrary, but see note below
+ veb._insert(freq)
+ ngram_start = ngram_starts[n]
+ while ngram_start.arr[freq] > 0:
+ freq = freq + 1 # cheating a bit, should be ok for sparse histogram
+ ngram_start.arr[freq] = rs
+ i = veb.veb.min_val
+ while i != -1:
+ ii = veb._findsucc(i)
+ for n from 0 <= n < max_n:
+ ngram_start = ngram_starts[n]
+ iii = i
+ rs = ngram_start.arr[iii]
+ while (ii==-1 or iii < ii) and rs != 0:
+ j = self.sa.sa.arr[rs]
+ valid = 1
+ for k from 0 <= k < n+1:
+ if self.sa.darray.data.arr[j+k] < 2:
+ valid = 0
+ if valid:
+ ngram = tuple([self.sa.darray.data.arr[j+k] for k in range(n+1)])
+ yield i, n+1, ngram
+ iii = iii + 1
+ rs = ngram_start.arr[iii]
+ i = ii
diff --git a/python/src/sa/precomputation.pxi b/python/src/sa/precomputation.pxi
new file mode 100644
index 00000000..a3527f47
--- /dev/null
+++ b/python/src/sa/precomputation.pxi
@@ -0,0 +1,454 @@
+# precomputes a set of collocations by advancing over the text.
+# warning: nasty C code
+
+from libc.stdio cimport FILE, fopen, fread, fwrite, fclose
+from libc.stdlib cimport malloc, realloc, free
+from libc.string cimport memset, memcpy
+
+cdef struct _Trie_Node # forward decl
+
+cdef struct _Trie_Edge:
+ int val
+ _Trie_Node* node
+ _Trie_Edge* bigger
+ _Trie_Edge* smaller
+
+cdef struct _Trie_Node:
+ _Trie_Edge* root
+ int* arr
+ int arr_len
+
+cdef _Trie_Node* new_trie_node():
+ cdef _Trie_Node* node
+ node = <_Trie_Node*> malloc(sizeof(_Trie_Node))
+ node.root = NULL
+ node.arr_len = 0
+ node.arr = <int*> malloc(sizeof(0*sizeof(int)))
+ return node
+
+cdef _Trie_Edge* new_trie_edge(int val):
+ cdef _Trie_Edge* edge
+ edge = <_Trie_Edge*> malloc(sizeof(_Trie_Edge))
+ edge.node = new_trie_node()
+ edge.bigger = NULL
+ edge.smaller = NULL
+ edge.val = val
+ return edge
+
+cdef free_trie_node(_Trie_Node* node):
+ if node != NULL:
+ free_trie_edge(node.root)
+ free(node.arr)
+
+cdef free_trie_edge(_Trie_Edge* edge):
+ if edge != NULL:
+ free_trie_node(edge.node)
+ free_trie_edge(edge.bigger)
+ free_trie_edge(edge.smaller)
+
+cdef _Trie_Node* trie_find(_Trie_Node* node, int val):
+ cdef _Trie_Edge* cur
+ cur = node.root
+ while cur != NULL and cur.val != val:
+ if val > cur.val:
+ cur = cur.bigger
+ elif val < cur.val:
+ cur = cur.smaller
+ if cur == NULL:
+ return NULL
+ else:
+ return cur.node
+
+cdef trie_node_data_append(_Trie_Node* node, int val):
+ cdef int new_len
+ new_len = node.arr_len + 1
+ node.arr = <int*> realloc(node.arr, new_len*sizeof(int))
+ node.arr[node.arr_len] = val
+ node.arr_len = new_len
+
+cdef trie_node_data_extend(_Trie_Node* node, int* vals, int num_vals):
+ cdef int new_len
+ new_len = node.arr_len + num_vals
+ node.arr = <int*> realloc(node.arr, new_len*sizeof(int))
+ memcpy(node.arr + node.arr_len, vals, num_vals*sizeof(int))
+ node.arr_len = new_len
+
+
+cdef _Trie_Node* trie_insert(_Trie_Node* node, int val):
+ cdef _Trie_Edge** cur
+ cur = &node.root
+ while cur[0] != NULL and cur[0].val != val:
+ if val > cur[0].val:
+ cur = &cur[0].bigger
+ elif val < cur[0].val:
+ cur = &cur[0].smaller
+ if cur[0] == NULL:
+ cur[0] = new_trie_edge(val)
+ return cur[0].node
+
+cdef trie_node_to_map(_Trie_Node* node, result, prefix, int include_zeros):
+ cdef IntList arr
+
+ if include_zeros or node.arr_len > 0:
+ arr = IntList()
+ free(arr.arr)
+ arr.arr = <int*> malloc(node.arr_len * sizeof(int))
+ memcpy(arr.arr, node.arr, node.arr_len * sizeof(int))
+ arr.len = node.arr_len
+ arr.size = node.arr_len
+ result[prefix] = arr
+ trie_edge_to_map(node.root, result, prefix, include_zeros)
+
+cdef trie_edge_to_map(_Trie_Edge* edge, result, prefix, int include_zeros):
+ if edge != NULL:
+ trie_edge_to_map(edge.smaller, result, prefix, include_zeros)
+ trie_edge_to_map(edge.bigger, result, prefix, include_zeros)
+ prefix = prefix + (edge.val,)
+ trie_node_to_map(edge.node, result, prefix, include_zeros)
+
+cdef class TrieMap:
+
+ cdef _Trie_Node** root
+ cdef int V
+
+ def __cinit__(self, int alphabet_size):
+ self.V = alphabet_size
+ self.root = <_Trie_Node**> malloc(self.V * sizeof(_Trie_Node*))
+ memset(self.root, 0, self.V * sizeof(_Trie_Node*))
+
+
+ def __dealloc__(self):
+ cdef int i
+ for i from 0 <= i < self.V:
+ if self.root[i] != NULL:
+ free_trie_node(self.root[i])
+ free(self.root)
+
+
+ def insert(self, pattern):
+ cdef int* p
+ cdef int i, l
+ l = len(pattern)
+ p = <int*> malloc(l*sizeof(int))
+ for i from 0 <= i < l:
+ p[i] = pattern[i]
+ self._insert(p,l)
+ free(p)
+
+
+ cdef _Trie_Node* _insert(self, int* pattern, int pattern_len):
+ cdef int i
+ cdef _Trie_Node* node
+ if self.root[pattern[0]] == NULL:
+ self.root[pattern[0]] = new_trie_node()
+ node = self.root[pattern[0]]
+ for i from 1 <= i < pattern_len:
+ node = trie_insert(node, pattern[i])
+ return node
+
+ def contains(self, pattern):
+ cdef int* p
+ cdef int i, l
+ cdef _Trie_Node* node
+ l = len(pattern)
+ p = <int*> malloc(l*sizeof(int))
+ for i from 0 <= i < l:
+ p[i] = pattern[i]
+ node = self._contains(p,l)
+ free(p)
+ if node == NULL:
+ return False
+ else:
+ return True
+
+ cdef _Trie_Node* _contains(self, int* pattern, int pattern_len):
+ cdef int i
+ cdef _Trie_Node* node
+ node = self.root[pattern[0]]
+ i = 1
+ while node != NULL and i < pattern_len:
+ node = trie_find(node, pattern[i])
+ i = i+1
+ return node
+
+ def toMap(self, flag):
+ cdef int i, include_zeros
+
+ if flag:
+ include_zeros=1
+ else:
+ include_zeros=0
+ result = {}
+ for i from 0 <= i < self.V:
+ if self.root[i] != NULL:
+ trie_node_to_map(self.root[i], result, (i,), include_zeros)
+ return result
+
+
+cdef class Precomputation:
+ cdef int precompute_rank
+ cdef int precompute_secondary_rank
+ cdef int max_length
+ cdef int max_nonterminals
+ cdef int train_max_initial_size
+ cdef int train_min_gap_size
+ cdef precomputed_index
+ cdef precomputed_collocations
+ cdef read_map(self, FILE* f)
+ cdef write_map(self, m, FILE* f)
+
+ def __cinit__(self, fsarray=None, from_stats=None, from_binary=None,
+ precompute_rank=1000, precompute_secondary_rank=20,
+ max_length=5, max_nonterminals=2,
+ train_max_initial_size=10, train_min_gap_size=2):
+ self.precompute_rank = precompute_rank
+ self.precompute_secondary_rank = precompute_secondary_rank
+ self.max_length = max_length
+ self.max_nonterminals = max_nonterminals
+ self.train_max_initial_size = train_max_initial_size
+ self.train_min_gap_size = train_min_gap_size
+ if from_binary:
+ self.read_binary(from_binary)
+ elif from_stats:
+ self.precompute(from_stats, fsarray)
+
+
+ def read_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ fread(&(self.precompute_rank), sizeof(int), 1, f)
+ fread(&(self.precompute_secondary_rank), sizeof(int), 1, f)
+ fread(&(self.max_length), sizeof(int), 1, f)
+ fread(&(self.max_nonterminals), sizeof(int), 1, f)
+ fread(&(self.train_max_initial_size), sizeof(int), 1, f)
+ fread(&(self.train_min_gap_size), sizeof(int), 1, f)
+ self.precomputed_index = self.read_map(f)
+ self.precomputed_collocations = self.read_map(f)
+ fclose(f)
+
+
+ def write_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ fwrite(&(self.precompute_rank), sizeof(int), 1, f)
+ fwrite(&(self.precompute_secondary_rank), sizeof(int), 1, f)
+ fwrite(&(self.max_length), sizeof(int), 1, f)
+ fwrite(&(self.max_nonterminals), sizeof(int), 1, f)
+ fwrite(&(self.train_max_initial_size), sizeof(int), 1, f)
+ fwrite(&(self.train_min_gap_size), sizeof(int), 1, f)
+ self.write_map(self.precomputed_index, f)
+ self.write_map(self.precomputed_collocations, f)
+ fclose(f)
+
+
+ cdef write_map(self, m, FILE* f):
+ cdef int i, N
+ cdef IntList arr
+
+ N = len(m)
+ fwrite(&(N), sizeof(int), 1, f)
+ for pattern, val in m.iteritems():
+ N = len(pattern)
+ fwrite(&(N), sizeof(int), 1, f)
+ for word_id in pattern:
+ i = word_id
+ fwrite(&(i), sizeof(int), 1, f)
+ arr = val
+ arr.write_handle(f)
+
+
+ cdef read_map(self, FILE* f):
+ cdef int i, j, k, word_id, N
+ cdef IntList arr
+
+ m = {}
+ fread(&(N), sizeof(int), 1, f)
+ for j from 0 <= j < N:
+ fread(&(i), sizeof(int), 1, f)
+ key = ()
+ for k from 0 <= k < i:
+ fread(&(word_id), sizeof(int), 1, f)
+ key = key + (word_id,)
+ arr = IntList()
+ arr.read_handle(f)
+ m[key] = arr
+ return m
+
+
+ def precompute(self, stats, SuffixArray sarray):
+ cdef int i, l, N, max_pattern_len, i1, l1, i2, l2, i3, l3, ptr1, ptr2, ptr3, is_super, sent_count, max_rank
+ cdef DataArray darray = sarray.darray
+ cdef IntList data, queue, cost_by_rank, count_by_rank
+ cdef TrieMap frequent_patterns, super_frequent_patterns, collocations
+ cdef _Trie_Node* node
+
+ data = darray.data
+
+ frequent_patterns = TrieMap(len(darray.id2word))
+ super_frequent_patterns = TrieMap(len(darray.id2word))
+ collocations = TrieMap(len(darray.id2word))
+
+ I_set = set()
+ J_set = set()
+ J2_set = set()
+ IJ_set = set()
+ pattern_rank = {}
+
+ logger.info("Precomputing frequent intersections")
+ cdef float start_time = monitor_cpu()
+
+ max_pattern_len = 0
+ for rank, (_, _, phrase) in enumerate(stats):
+ if rank >= self.precompute_rank:
+ break
+ max_pattern_len = max(max_pattern_len, len(phrase))
+ frequent_patterns.insert(phrase)
+ I_set.add(phrase)
+ pattern_rank[phrase] = rank
+ if rank < self.precompute_secondary_rank:
+ super_frequent_patterns.insert(phrase)
+ J_set.add(phrase)
+
+ queue = IntList(increment=1000)
+
+ logger.info(" Computing inverted indexes...")
+ N = len(data)
+ for i from 0 <= i < N:
+ sa_word_id = data.arr[i]
+ if sa_word_id == 1:
+ queue._append(-1)
+ else:
+ for l from 1 <= l <= max_pattern_len:
+ node = frequent_patterns._contains(data.arr+i, l)
+ if node == NULL:
+ break
+ queue._append(i)
+ queue._append(l)
+ trie_node_data_append(node, i)
+
+ logger.info(" Computing collocations...")
+ N = len(queue)
+ ptr1 = 0
+ sent_count = 0
+ while ptr1 < N: # main loop
+ i1 = queue.arr[ptr1]
+ if i1 > -1:
+ l1 = queue.arr[ptr1+1]
+ ptr2 = ptr1 + 2
+ while ptr2 < N:
+ i2 = queue.arr[ptr2]
+ if i2 == -1 or i2 - i1 >= self.train_max_initial_size:
+ break
+ l2 = queue.arr[ptr2+1]
+ if (i2 - i1 - l1 >= self.train_min_gap_size and
+ i2 + l2 - i1 <= self.train_max_initial_size and
+ l1+l2+1 <= self.max_length):
+ node = collocations._insert(data.arr+i1, l1)
+ node = trie_insert(node, -1)
+ for i from i2 <= i < i2+l2:
+ node = trie_insert(node, data.arr[i])
+ trie_node_data_append(node, i1)
+ trie_node_data_append(node, i2)
+ if super_frequent_patterns._contains(data.arr+i2, l2) != NULL:
+ if super_frequent_patterns._contains(data.arr+i1, l1) != NULL:
+ is_super = 1
+ else:
+ is_super = 0
+ ptr3 = ptr2 + 2
+ while ptr3 < N:
+ i3 = queue.arr[ptr3]
+ if i3 == -1 or i3 - i1 >= self.train_max_initial_size:
+ break
+ l3 = queue.arr[ptr3+1]
+ if (i3 - i2 - l2 >= self.train_min_gap_size and
+ i3 + l3 - i1 <= self.train_max_initial_size and
+ l1+l2+l3+2 <= self.max_length):
+ if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL:
+ node = collocations._insert(data.arr+i1, l1)
+ node = trie_insert(node, -1)
+ for i from i2 <= i < i2+l2:
+ node = trie_insert(node, data.arr[i])
+ node = trie_insert(node, -1)
+ for i from i3 <= i < i3+l3:
+ node = trie_insert(node, data.arr[i])
+ trie_node_data_append(node, i1)
+ trie_node_data_append(node, i2)
+ trie_node_data_append(node, i3)
+ ptr3 = ptr3 + 2
+ ptr2 = ptr2 + 2
+ ptr1 = ptr1 + 2
+ else:
+ sent_count = sent_count + 1
+ if sent_count % 10000 == 0:
+ logger.debug(" %d sentences", sent_count)
+ ptr1 = ptr1 + 1
+
+ self.precomputed_collocations = collocations.toMap(False)
+ self.precomputed_index = frequent_patterns.toMap(True)
+
+ x = 0
+ for pattern1 in J_set:
+ for pattern2 in J_set:
+ if len(pattern1) + len(pattern2) + 1 < self.max_length:
+ combined_pattern = pattern1 + (-1,) + pattern2
+ J2_set.add(combined_pattern)
+
+ for pattern1 in I_set:
+ for pattern2 in I_set:
+ x = x+1
+ if len(pattern1) + len(pattern2) + 1 <= self.max_length:
+ combined_pattern = pattern1 + (-1,) + pattern2
+ IJ_set.add(combined_pattern)
+
+ for pattern1 in I_set:
+ for pattern2 in J2_set:
+ x = x+2
+ if len(pattern1) + len(pattern2) + 1<= self.max_length:
+ combined_pattern = pattern1 + (-1,) + pattern2
+ IJ_set.add(combined_pattern)
+ combined_pattern = pattern2 + (-1,) + pattern1
+ IJ_set.add(combined_pattern)
+
+ N = len(pattern_rank)
+ cost_by_rank = IntList(initial_len=N)
+ count_by_rank = IntList(initial_len=N)
+ for pattern, arr in self.precomputed_collocations.iteritems():
+ if pattern not in IJ_set:
+ s = ""
+ for word_id in pattern:
+ if word_id == -1:
+ s = s + "X "
+ else:
+ s = s + darray.id2word[word_id] + " "
+ logger.warn("ERROR: unexpected pattern %s in set of precomputed collocations", s)
+ else:
+ chunk = ()
+ max_rank = 0
+ arity = 0
+ for word_id in pattern:
+ if word_id == -1:
+ max_rank = max(max_rank, pattern_rank[chunk])
+ arity = arity + 1
+ chunk = ()
+ else:
+ chunk = chunk + (word_id,)
+ max_rank = max(max_rank, pattern_rank[chunk])
+ cost_by_rank.arr[max_rank] = cost_by_rank.arr[max_rank] + (4*len(arr))
+ count_by_rank.arr[max_rank] = count_by_rank.arr[max_rank] + (len(arr)/(arity+1))
+
+ cumul_cost = 0
+ cumul_count = 0
+ for i from 0 <= i < N:
+ cumul_cost = cumul_cost + cost_by_rank.arr[i]
+ cumul_count = cumul_count + count_by_rank.arr[i]
+ logger.debug("RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d", i, count_by_rank.arr[i], cost_by_rank.arr[i], cumul_count, cumul_cost)
+
+ num_found_patterns = len(self.precomputed_collocations)
+ for pattern in IJ_set:
+ if pattern not in self.precomputed_collocations:
+ self.precomputed_collocations[pattern] = IntList()
+
+ cdef float stop_time = monitor_cpu()
+ logger.info("Precomputed collocations for %d patterns out of %d possible (upper bound %d)", num_found_patterns, len(self.precomputed_collocations), x)
+ logger.info("Precomputed inverted index for %d patterns ", len(self.precomputed_index))
+ logger.info("Precomputation took %f seconds", (stop_time - start_time))
diff --git a/python/src/sa/rule.pxi b/python/src/sa/rule.pxi
new file mode 100644
index 00000000..bf1a83c6
--- /dev/null
+++ b/python/src/sa/rule.pxi
@@ -0,0 +1,236 @@
+from libc.stdlib cimport malloc, calloc, realloc, free, strtof, strtol
+from libc.string cimport strsep, strcpy, strlen
+
+cdef class Phrase:
+
+ def __cinit__(self, words):
+ cdef int i, j, n, n_vars
+ n_vars = 0
+ n = len(words)
+ self.syms = <int *>malloc(n*sizeof(int))
+ for i from 0 <= i < n:
+ self.syms[i] = words[i]
+ if sym_isvar(self.syms[i]):
+ n_vars += 1
+ self.n = n
+ self.n_vars = n_vars
+ self.varpos = <int *>malloc(n_vars*sizeof(int))
+ j = 0
+ for i from 0 <= i < n:
+ if sym_isvar(self.syms[i]):
+ self.varpos[j] = i
+ j = j + 1
+
+ def __dealloc__(self):
+ free(self.syms)
+ free(self.varpos)
+
+ def __str__(self):
+ strs = []
+ cdef int i, s
+ for i from 0 <= i < self.n:
+ s = self.syms[i]
+ strs.append(sym_tostring(s))
+ return " ".join(strs)
+
+ def handle(self):
+ """return a hashable representation that normalizes the ordering
+ of the nonterminal indices"""
+ norm = []
+ cdef int i, j, s
+ i = 1
+ j = 0
+ for j from 0 <= j < self.n:
+ s = self.syms[j]
+ if sym_isvar(s):
+ s = sym_setindex(s,i)
+ i = i + 1
+ norm.append(s)
+ return tuple(norm)
+
+ def strhandle(self):
+ strs = []
+ norm = []
+ cdef int i, j, s
+ i = 1
+ j = 0
+ for j from 0 <= j < self.n:
+ s = self.syms[j]
+ if sym_isvar(s):
+ s = sym_setindex(s,i)
+ i = i + 1
+ norm.append(sym_tostring(s))
+ return " ".join(norm)
+
+ def arity(self):
+ return self.n_vars
+
+ def getvarpos(self, i):
+ if 0 <= i < self.n_vars:
+ return self.varpos[i]
+ else:
+ raise IndexError
+
+ def getvar(self, i):
+ if 0 <= i < self.n_vars:
+ return self.syms[self.varpos[i]]
+ else:
+ raise IndexError
+
+ cdef int chunkpos(self, int k):
+ if k == 0:
+ return 0
+ else:
+ return self.varpos[k-1]+1
+
+ cdef int chunklen(self, int k):
+ if self.n_vars == 0:
+ return self.n
+ elif k == 0:
+ return self.varpos[0]
+ elif k == self.n_vars:
+ return self.n-self.varpos[k-1]-1
+ else:
+ return self.varpos[k]-self.varpos[k-1]-1
+
+ def clen(self, k):
+ return self.chunklen(k)
+
+ def getchunk(self, ci):
+ cdef int start, stop
+ start = self.chunkpos(ci)
+ stop = start+self.chunklen(ci)
+ chunk = []
+ for i from start <= i < stop:
+ chunk.append(self.syms[i])
+ return chunk
+
+ def __cmp__(self, other):
+ cdef Phrase otherp
+ cdef int i
+ otherp = other
+ for i from 0 <= i < min(self.n, otherp.n):
+ if self.syms[i] < otherp.syms[i]:
+ return -1
+ elif self.syms[i] > otherp.syms[i]:
+ return 1
+ if self.n < otherp.n:
+ return -1
+ elif self.n > otherp.n:
+ return 1
+ else:
+ return 0
+
+ def __hash__(self):
+ cdef int i
+ cdef unsigned h
+ h = 0
+ for i from 0 <= i < self.n:
+ if self.syms[i] > 0:
+ h = (h << 1) + self.syms[i]
+ else:
+ h = (h << 1) + -self.syms[i]
+ return h
+
+ def __len__(self):
+ return self.n
+
+ def __getitem__(self, i):
+ return self.syms[i]
+
+ def __iter__(self):
+ cdef int i
+ for i from 0 <= i < self.n:
+ yield self.syms[i]
+
+ def subst(self, start, children):
+ cdef int i
+ for i from 0 <= i < self.n:
+ if sym_isvar(self.syms[i]):
+ start = start + children[sym_getindex(self.syms[i])-1]
+ else:
+ start = start + (self.syms[i],)
+ return start
+
+ property words:
+ def __get__(self):
+ return [sym_tostring(w) for w in self if not sym_isvar(w)]
+
+cdef class Rule:
+
+ def __cinit__(self, int lhs, Phrase f, Phrase e,
+ scores=None, word_alignments=None):
+ cdef int i, n
+ cdef char *rest
+
+ if not sym_isvar(lhs):
+ raise Exception('Invalid LHS symbol: %d' % lhs)
+
+ self.lhs = lhs
+ self.f = f
+ self.e = e
+
+ self.word_alignments = word_alignments
+ if scores is None:
+ self.cscores = NULL
+ self.n_scores = 0
+ else:
+ n = len(scores)
+ self.cscores = <float *>malloc(n*sizeof(float))
+ self.n_scores = n
+ for i from 0 <= i < n:
+ self.cscores[i] = scores[i]
+
+ def __dealloc__(self):
+ if self.cscores != NULL:
+ free(self.cscores)
+
+ def __hash__(self):
+ return hash((self.lhs, self.f, self.e))
+
+ def __cmp__(self, Rule other):
+ return cmp((self.lhs, self.f, self.e, self.word_alignments), (other.lhs, other.f, other.e, self.word_alignments))
+
+ def __iadd__(self, Rule other):
+ if self.n_scores != other.n_scores:
+ raise ValueError
+ for i from 0 <= i < self.n_scores:
+ self.cscores[i] = self.cscores[i] + other.cscores[i]
+ return self
+
+ def fmerge(self, Phrase f):
+ if self.f == f:
+ self.f = f
+
+ def arity(self):
+ return self.f.arity()
+
+ def __str__(self):
+ scorestrs = []
+ for i from 0 <= i < self.n_scores:
+ scorestrs.append(str(self.cscores[i]))
+ fields = [sym_tostring(self.lhs), str(self.f), str(self.e), " ".join(scorestrs)]
+ if self.word_alignments is not None:
+ alignstr = []
+ for i from 0 <= i < len(self.word_alignments):
+ alignstr.append("%d-%d" % (self.word_alignments[i]/65536, self.word_alignments[i]%65536))
+ #for s,t in self.word_alignments:
+ #alignstr.append("%d-%d" % (s,t))
+ fields.append(" ".join(alignstr))
+
+ return " ||| ".join(fields)
+
+ property scores:
+ def __get__(self):
+ s = [None]*self.n_scores
+ for i from 0 <= i < self.n_scores:
+ s[i] = self.cscores[i]
+ return s
+
+ def __set__(self, s):
+ if self.cscores != NULL:
+ free(self.cscores)
+ self.cscores = <float *>malloc(len(s)*sizeof(float))
+ self.n_scores = len(s)
+ for i from 0 <= i < self.n_scores:
+ self.cscores[i] = s[i]
diff --git a/python/src/sa/rulefactory.pxi b/python/src/sa/rulefactory.pxi
new file mode 100644
index 00000000..1c8d25a4
--- /dev/null
+++ b/python/src/sa/rulefactory.pxi
@@ -0,0 +1,1793 @@
+# Implementation of the algorithms described in
+# Lopez, EMNLP-CoNLL 2007
+# Much faster than the Python numbers reported there.
+# Note to reader: this code is closer to C than Python
+import gc
+
+from libc.stdlib cimport malloc, realloc, free
+from libc.string cimport memset, memcpy
+from libc.math cimport fmod, ceil, floor, log
+
+cdef int PRECOMPUTE = 0
+cdef int MERGE = 1
+cdef int BAEZA_YATES = 2
+
+# NOTE: was encoded as a non-terminal in the previous version
+cdef int EPSILON = sym_fromstring('*EPS*', True)
+
+cdef class TrieNode:
+ cdef public children
+
+ def __cinit__(self):
+ self.children = {}
+
+cdef class ExtendedTrieNode(TrieNode):
+ cdef public phrase
+ cdef public phrase_location
+ cdef public suffix_link
+
+ def __cinit__(self, phrase=None, phrase_location=None, suffix_link=None):
+ self.phrase = phrase
+ self.phrase_location = phrase_location
+ self.suffix_link = suffix_link
+
+
+cdef class TrieTable:
+ cdef public int extended
+ cdef public int count
+ cdef public root
+ def __cinit__(self, extended=False):
+ self.count = 0
+ self.extended = extended
+ if extended:
+ self.root = ExtendedTrieNode()
+ else:
+ self.root = TrieNode()
+
+# linked list structure for storing matches in BaselineRuleFactory
+cdef struct match_node:
+ int* match
+ match_node* next
+
+# encodes information needed to find a (hierarchical) phrase
+# in the text. If phrase is contiguous, that's just a range
+# in the suffix array; if discontiguous, it is the set of
+# actual locations (packed into an array)
+cdef class PhraseLocation:
+ cdef int sa_low
+ cdef int sa_high
+ cdef int arr_low
+ cdef int arr_high
+ cdef IntList arr
+ cdef int num_subpatterns
+
+ # returns true if sent_id is contained
+ cdef int contains(self, int sent_id):
+ return 1
+
+ def __cinit__(self, int sa_low=-1, int sa_high=-1, int arr_low=-1, int arr_high=-1,
+ arr=None, int num_subpatterns=1):
+ self.sa_low = sa_low
+ self.sa_high = sa_high
+ self.arr_low = arr_low
+ self.arr_high = arr_high
+ self.arr = arr
+ self.num_subpatterns = num_subpatterns
+
+
+
+cdef class Sampler:
+ '''A Sampler implements a logic for choosing
+ samples from a population range'''
+
+ cdef int sample_size
+ cdef IntList sa
+
+ def __cinit__(self, int sample_size, SuffixArray fsarray):
+ self.sample_size = sample_size
+ self.sa = fsarray.sa
+ if sample_size > 0:
+ logger.info("Sampling strategy: uniform, max sample size = %d", sample_size)
+ else:
+ logger.info("Sampling strategy: no sampling")
+
+ def sample(self, PhraseLocation phrase_location):
+ '''Returns a sample of the locations for
+ the phrase. If there are less than self.sample_size
+ locations, return all of them; otherwise, return
+ up to self.sample_size locations. In the latter case,
+ we choose to sample UNIFORMLY -- that is, the locations
+ are chosen at uniform intervals over the entire set, rather
+ than randomly. This makes the algorithm deterministic, which
+ is good for things like MERT'''
+ cdef IntList sample
+ cdef double i, stepsize
+ cdef int num_locations, val, j
+
+ sample = IntList()
+ if phrase_location.arr is None:
+ num_locations = phrase_location.sa_high - phrase_location.sa_low
+ if self.sample_size == -1 or num_locations <= self.sample_size:
+ sample._extend_arr(self.sa.arr + phrase_location.sa_low, num_locations)
+ else:
+ stepsize = float(num_locations)/float(self.sample_size)
+ i = phrase_location.sa_low
+ while i < phrase_location.sa_high and sample.len < self.sample_size:
+ '''Note: int(i) not guaranteed to have the desired
+ effect, according to the python documentation'''
+ if fmod(i,1.0) > 0.5:
+ val = int(ceil(i))
+ else:
+ val = int(floor(i))
+ sample._append(self.sa.arr[val])
+ i = i + stepsize
+ else:
+ num_locations = (phrase_location.arr_high - phrase_location.arr_low) / phrase_location.num_subpatterns
+ if self.sample_size == -1 or num_locations <= self.sample_size:
+ sample = phrase_location.arr
+ else:
+ stepsize = float(num_locations)/float(self.sample_size)
+ i = phrase_location.arr_low
+ while i < num_locations and sample.len < self.sample_size * phrase_location.num_subpatterns:
+ '''Note: int(i) not guaranteed to have the desired
+ effect, according to the python documentation'''
+ if fmod(i,1.0) > 0.5:
+ val = int(ceil(i))
+ else:
+ val = int(floor(i))
+ j = phrase_location.arr_low + (val*phrase_location.num_subpatterns)
+ sample._extend_arr(phrase_location.arr.arr + j, phrase_location.num_subpatterns)
+ i = i + stepsize
+ return sample
+
+
+# struct used to encapsulate a single matching
+cdef struct Matching:
+ int* arr
+ int start
+ int end
+ int sent_id
+ int size
+
+
+cdef void assign_matching(Matching* m, int* arr, int start, int step, int* sent_id_arr):
+ m.arr = arr
+ m.start = start
+ m.end = start + step
+ m.sent_id = sent_id_arr[arr[start]]
+ m.size = step
+
+
+cdef int* append_combined_matching(int* arr, Matching* loc1, Matching* loc2,
+ int offset_by_one, int num_subpatterns, int* result_len):
+ cdef int i, new_len
+
+ new_len = result_len[0] + num_subpatterns
+ arr = <int*> realloc(arr, new_len*sizeof(int))
+
+ for i from 0 <= i < loc1.size:
+ arr[result_len[0]+i] = loc1.arr[loc1.start+i]
+ if num_subpatterns > loc1.size:
+ arr[new_len-1] = loc2.arr[loc2.end-1]
+ result_len[0] = new_len
+ return arr
+
+
+cdef int* extend_arr(int* arr, int* arr_len, int* appendix, int appendix_len):
+ cdef int new_len
+
+ new_len = arr_len[0] + appendix_len
+ arr = <int*> realloc(arr, new_len*sizeof(int))
+ memcpy(arr+arr_len[0], appendix, appendix_len*sizeof(int))
+ arr_len[0] = new_len
+ return arr
+
+cdef int median(int low, int high, int step):
+ return low + (((high - low)/step)/2)*step
+
+
+cdef void find_comparable_matchings(int low, int high, int* arr, int step, int loc, int* loc_minus, int* loc_plus):
+ # Returns (minus, plus) indices for the portion of the array
+ # in which all matchings have the same first index as the one
+ # starting at loc
+ loc_plus[0] = loc + step
+ while loc_plus[0] < high and arr[loc_plus[0]] == arr[loc]:
+ loc_plus[0] = loc_plus[0] + step
+ loc_minus[0] = loc
+ while loc_minus[0]-step >= low and arr[loc_minus[0]-step] == arr[loc]:
+ loc_minus[0] = loc_minus[0] - step
+
+
+cdef class HieroCachingRuleFactory:
+ '''This RuleFactory implements a caching
+ method using TrieTable, which makes phrase
+ generation somewhat speedier -- phrases only
+ need to be extracted once (however, it is
+ quite possible they need to be scored
+ for each input sentence, for contextual models)'''
+
+ cdef TrieTable rules
+ cdef Sampler sampler
+
+ cdef int max_chunks
+ cdef int max_target_chunks
+ cdef int max_length
+ cdef int max_target_length
+ cdef int max_nonterminals
+ cdef int max_initial_size
+ cdef int train_max_initial_size
+ cdef int min_gap_size
+ cdef int train_min_gap_size
+ cdef int category
+
+ cdef precomputed_index
+ cdef precomputed_collocations
+ cdef precompute_file
+ cdef max_rank
+ cdef int precompute_rank, precompute_secondary_rank
+ cdef bint use_baeza_yates
+ cdef bint use_index
+ cdef bint use_collocations
+ cdef float by_slack_factor
+
+ cdef prev_norm_prefix
+ cdef float extract_time
+ cdef SuffixArray fsa
+ cdef DataArray fda
+ cdef DataArray eda
+
+ cdef Alignment alignment
+ cdef IntList eid2symid
+ cdef IntList fid2symid
+ cdef int tight_phrases
+ cdef int require_aligned_terminal
+ cdef int require_aligned_chunks
+
+ cdef IntList findexes
+ cdef IntList findexes1
+
+ def __cinit__(self,
+ # compiled alignment object (REQUIRED)
+ Alignment alignment,
+ # parameter for double-binary search; doesn't seem to matter much
+ float by_slack_factor=1.0,
+ # name of generic nonterminal used by Hiero
+ char* category="[X]",
+ # maximum number of contiguous chunks of terminal symbols in RHS of a rule. If None, defaults to max_nonterminals+1
+ max_chunks=None,
+ # maximum span of a grammar rule in TEST DATA
+ unsigned max_initial_size=10,
+ # maximum number of symbols (both T and NT) allowed in a rule
+ unsigned max_length=5,
+ # maximum number of nonterminals allowed in a rule (set >2 at your own risk)
+ unsigned max_nonterminals=2,
+ # maximum number of contiguous chunks of terminal symbols in target-side RHS of a rule. If None, defaults to max_nonterminals+1
+ max_target_chunks=None,
+ # maximum number of target side symbols (both T and NT) allowed in a rule. If None, defaults to max_initial_size
+ max_target_length=None,
+ # minimum span of a nonterminal in the RHS of a rule in TEST DATA
+ unsigned min_gap_size=2,
+ # filename of file containing precomputed collocations
+ precompute_file=None,
+ # maximum frequency rank of patterns used to compute triples (don't set higher than 20).
+ unsigned precompute_secondary_rank=20,
+ # maximum frequency rank of patterns used to compute collocations (no need to set higher than maybe 200-300)
+ unsigned precompute_rank=100,
+ # require extracted rules to have at least one aligned word
+ bint require_aligned_terminal=True,
+ # require each contiguous chunk of extracted rules to have at least one aligned word
+ bint require_aligned_chunks=False,
+ # maximum span of a grammar rule extracted from TRAINING DATA
+ unsigned train_max_initial_size=10,
+ # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA
+ unsigned train_min_gap_size=2,
+ # True if phrases should be tight, False otherwise (False == slower but better results)
+ bint tight_phrases=False,
+ # True to require use of double-binary alg, false otherwise
+ bint use_baeza_yates=True,
+ # True to enable used of precomputed collocations
+ bint use_collocations=True,
+ # True to enable use of precomputed inverted indices
+ bint use_index=True):
+ '''Note: we make a distinction between the min_gap_size
+ and max_initial_size used in test and train. The latter
+ are represented by train_min_gap_size and train_max_initial_size,
+ respectively. This is because Chiang's model does not require
+ them to be the same, therefore we don't either.'''
+ self.rules = TrieTable(True) # cache
+ self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation())
+ if alignment is None:
+ raise Exception("Must specify an alignment object")
+ self.alignment = alignment
+
+ # grammar parameters and settings
+ # NOTE: setting max_nonterminals > 2 is not currently supported in Hiero
+ self.max_length = max_length
+ self.max_nonterminals = max_nonterminals
+ self.max_initial_size = max_initial_size
+ self.train_max_initial_size = train_max_initial_size
+ self.min_gap_size = min_gap_size
+ self.train_min_gap_size = train_min_gap_size
+ self.category = sym_fromstring(category, False)
+
+ if max_chunks is None:
+ self.max_chunks = self.max_nonterminals + 1
+ else:
+ self.max_chunks = max_chunks
+
+ if max_target_chunks is None:
+ self.max_target_chunks = self.max_nonterminals + 1
+ else:
+ self.max_target_chunks = max_target_chunks
+
+ if max_target_length is None:
+ self.max_target_length = max_initial_size
+ else:
+ self.max_target_length = max_target_length
+
+ # algorithmic parameters and settings
+ self.precomputed_collocations = {}
+ self.precomputed_index = {}
+ self.use_index = use_index
+ self.use_collocations = use_collocations
+ self.max_rank = {}
+ self.precompute_file = precompute_file
+ self.precompute_rank = precompute_rank
+ self.precompute_secondary_rank = precompute_secondary_rank
+ self.use_baeza_yates = use_baeza_yates
+ self.by_slack_factor = by_slack_factor
+ if tight_phrases:
+ self.tight_phrases = 1
+ else:
+ self.tight_phrases = 0
+
+ if require_aligned_chunks:
+ # one condition is a stronger version of the other.
+ self.require_aligned_chunks = 1
+ self.require_aligned_terminal = 1
+ elif require_aligned_terminal:
+ self.require_aligned_chunks = 0
+ self.require_aligned_terminal = 1
+ else:
+ self.require_aligned_chunks = 0
+ self.require_aligned_terminal = 0
+
+
+ # diagnostics
+ self.prev_norm_prefix = ()
+
+ self.findexes = IntList(initial_len=10)
+ self.findexes1 = IntList(initial_len=10)
+
+ def configure(self, SuffixArray fsarray, DataArray edarray, Sampler sampler):
+ '''This gives the RuleFactory access to the Context object.
+ Here we also use it to precompute the most expensive intersections
+ in the corpus quickly.'''
+ self.fsa = fsarray
+ self.fda = fsarray.darray
+ self.eda = edarray
+ self.fid2symid = self.set_idmap(self.fda)
+ self.eid2symid = self.set_idmap(self.eda)
+ self.precompute()
+ self.sampler = sampler
+
+ cdef set_idmap(self, DataArray darray):
+ cdef int word_id, new_word_id, N
+ cdef IntList idmap
+
+ N = len(darray.id2word)
+ idmap = IntList(initial_len=N)
+ for word_id from 0 <= word_id < N:
+ new_word_id = sym_fromstring(darray.id2word[word_id], True)
+ idmap.arr[word_id] = new_word_id
+ return idmap
+
+
+ def pattern2phrase(self, pattern):
+ # pattern is a tuple, which we must convert to a hiero Phrase
+ result = ()
+ arity = 0
+ for word_id in pattern:
+ if word_id == -1:
+ arity = arity + 1
+ new_id = sym_setindex(self.category, arity)
+ else:
+ new_id = sym_fromstring(self.fda.id2word[word_id], True)
+ result = result + (new_id,)
+ return Phrase(result)
+
+ def pattern2phrase_plus(self, pattern):
+ # returns a list containing both the pattern, and pattern
+ # suffixed/prefixed with the NT category.
+ patterns = []
+ result = ()
+ arity = 0
+ for word_id in pattern:
+ if word_id == -1:
+ arity = arity + 1
+ new_id = sym_setindex(self.category, arity)
+ else:
+ new_id = sym_fromstring(self.fda.id2word[word_id], True)
+ result = result + (new_id,)
+ patterns.append(Phrase(result))
+ patterns.append(Phrase(result + (sym_setindex(self.category, 1),)))
+ patterns.append(Phrase((sym_setindex(self.category, 1),) + result))
+ return patterns
+
+ def precompute(self):
+ cdef Precomputation pre
+
+ if self.precompute_file is not None:
+ start_time = monitor_cpu()
+ logger.info("Reading precomputed data from file %s... ", self.precompute_file)
+ pre = Precomputation(from_binary=self.precompute_file)
+ # check parameters of precomputation -- some are critical and some are not
+ if pre.max_nonterminals != self.max_nonterminals:
+ logger.warn("Precomputation done with max nonterminals %d, decoder uses %d", pre.max_nonterminals, self.max_nonterminals)
+ if pre.max_length != self.max_length:
+ logger.warn("Precomputation done with max terminals %d, decoder uses %d", pre.max_length, self.max_length)
+ if pre.train_max_initial_size != self.train_max_initial_size:
+ raise Exception("Precomputation done with max initial size %d, decoder uses %d" % (pre.train_max_initial_size, self.train_max_initial_size))
+ if pre.train_min_gap_size != self.train_min_gap_size:
+ raise Exception("Precomputation done with min gap size %d, decoder uses %d" % (pre.train_min_gap_size, self.train_min_gap_size))
+ if self.use_index:
+ logger.info("Converting %d hash keys on precomputed inverted index... ", len(pre.precomputed_index))
+ for pattern, arr in pre.precomputed_index.iteritems():
+ phrases = self.pattern2phrase_plus(pattern)
+ for phrase in phrases:
+ self.precomputed_index[phrase] = arr
+ if self.use_collocations:
+ logger.info("Converting %d hash keys on precomputed collocations... ", len(pre.precomputed_collocations))
+ for pattern, arr in pre.precomputed_collocations.iteritems():
+ phrase = self.pattern2phrase(pattern)
+ self.precomputed_collocations[phrase] = arr
+ stop_time = monitor_cpu()
+ logger.info("Processing precomputations took %f seconds", stop_time - start_time)
+
+
+ def get_precomputed_collocation(self, phrase):
+ if phrase in self.precomputed_collocations:
+ arr = self.precomputed_collocations[phrase]
+ return PhraseLocation(arr=arr, arr_low=0, arr_high=len(arr), num_subpatterns=phrase.arity()+1)
+ return None
+
+
+ cdef int* baeza_yates_helper(self, int low1, int high1, int* arr1, int step1,
+ int low2, int high2, int* arr2, int step2,
+ int offset_by_one, int len_last, int num_subpatterns, int* result_len):
+ cdef int i1, i2, j1, j2, med1, med2, med1_plus, med1_minus, med2_minus, med2_plus
+ cdef int d_first, qsetsize, dsetsize, tmp, search_low, search_high
+ cdef int med_result_len, low_result_len, high_result_len
+ cdef long comparison
+ cdef int* result
+ cdef int* low_result
+ cdef int* med_result
+ cdef int* high_result
+ cdef Matching loc1, loc2
+
+ result = <int*> malloc(0*sizeof(int*))
+
+ d_first = 0
+ if high1 - low1 > high2 - low2:
+ d_first = 1
+
+ # First, check to see if we are at any of the recursive base cases
+ # Case 1: one of the sets is empty
+ if low1 >= high1 or low2 >= high2:
+ return result
+
+ # Case 2: sets are non-overlapping
+ assign_matching(&loc1, arr1, high1-step1, step1, self.fda.sent_id.arr)
+ assign_matching(&loc2, arr2, low2, step2, self.fda.sent_id.arr)
+ if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == -1:
+ return result
+
+ assign_matching(&loc1, arr1, low1, step1, self.fda.sent_id.arr)
+ assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr)
+ if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1:
+ return result
+
+ # Case 3: query set and data set do not meet size mismatch constraints;
+ # We use mergesort instead in this case
+ qsetsize = (high1-low1) / step1
+ dsetsize = (high2-low2) / step2
+ if d_first:
+ tmp = qsetsize
+ qsetsize = dsetsize
+ dsetsize = tmp
+
+ if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize:
+ free(result)
+ return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len)
+
+ # binary search. There are two flavors, depending on
+ # whether the queryset or dataset is first
+ if d_first:
+ med2 = median(low2, high2, step2)
+ assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr)
+
+ search_low = low1
+ search_high = high1
+ while search_low < search_high:
+ med1 = median(search_low, search_high, step1)
+ find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus)
+ comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ if comparison == -1:
+ search_low = med1_plus
+ elif comparison == 1:
+ search_high = med1_minus
+ else:
+ break
+ else:
+ med1 = median(low1, high1, step1)
+ find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus)
+
+ search_low = low2
+ search_high = high2
+ while search_low < search_high:
+ med2 = median(search_low, search_high, step2)
+ assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr)
+ comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ if comparison == -1:
+ search_high = med2
+ elif comparison == 1:
+ search_low = med2 + step2
+ else:
+ break
+
+ med_result_len = 0
+ med_result = <int*> malloc(0*sizeof(int*))
+ if search_high > search_low:
+ # Then there is a match for the median element of Q
+ # What we want to find is the group of all bindings in the first set
+ # s.t. their first element == the first element of med1. Then we
+ # want to store the bindings for all of those elements. We can
+ # subsequently throw all of them away.
+ med2_minus = med2
+ med2_plus = med2 + step2
+ i1 = med1_minus
+ while i1 < med1_plus:
+ assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ while med2_minus-step2 >= low2:
+ assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr)
+ if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1:
+ med2_minus = med2_minus - step2
+ else:
+ break
+ i2 = med2_minus
+ while i2 < high2:
+ assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last)
+ if comparison == 0:
+ pass
+ med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len)
+ if comparison == -1:
+ break
+ i2 = i2 + step2
+ if i2 > med2_plus:
+ med2_plus = i2
+ i1 = i1 + step1
+
+ tmp = med1_minus
+ med1_minus = med1_plus
+ med1_plus = tmp
+ else:
+ # No match; need to figure out the point of division in D and Q
+ med2_minus = med2
+ med2_plus = med2
+ if d_first:
+ med2_minus = med2_minus + step2
+ if comparison == -1:
+ med1_minus = med1_plus
+ if comparison == 1:
+ med1_plus = med1_minus
+ else:
+ tmp = med1_minus
+ med1_minus = med1_plus
+ med1_plus = tmp
+ if comparison == 1:
+ med2_minus = med2_minus + step2
+ med2_plus = med2_plus + step2
+
+ low_result_len = 0
+ low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len)
+ high_result_len = 0
+ high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len)
+
+ result = extend_arr(result, result_len, low_result, low_result_len)
+ result = extend_arr(result, result_len, med_result, med_result_len)
+ result = extend_arr(result, result_len, high_result, high_result_len)
+ free(low_result)
+ free(med_result)
+ free(high_result)
+
+ return result
+
+
+
+ cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1,
+ Matching* loc2, int offset_by_one, int len_last):
+ """
+ Compares a *set* of bindings, all with the same first element,
+ to a single binding. Returns -1 if all comparisons == -1, 1 if all
+ comparisons == 1, and 0 otherwise.
+ """
+ cdef int i1, comparison, prev_comparison
+ cdef Matching l1_stack
+ cdef Matching* loc1
+
+ loc1 = &l1_stack
+
+ i1 = i1_minus
+ while i1 < i1_plus:
+ assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last)
+ if comparison == 0:
+ prev_comparison = 0
+ break
+ elif i1 == i1_minus:
+ prev_comparison = comparison
+ else:
+ if comparison != prev_comparison:
+ prev_comparison = 0
+ break
+ i1 = i1 + step1
+ return prev_comparison
+
+
+ cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last):
+ cdef int i
+
+ if loc1.sent_id > loc2.sent_id:
+ return 1
+ if loc2.sent_id > loc1.sent_id:
+ return -1
+
+ if loc1.size == 1 and loc2.size == 1:
+ if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size:
+ return 1
+
+ elif offset_by_one:
+ for i from 1 <= i < loc1.size:
+ if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]:
+ return 1
+ if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]:
+ return -1
+
+ else:
+ if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]:
+ return 1
+ if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]:
+ return -1
+
+ for i from 1 <= i < loc1.size:
+ if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]:
+ return 1
+ if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]:
+ return -1
+
+ if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size:
+ return -1
+ return 0
+
+
+ cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1,
+ int low2, int high2, int* arr2, int step2,
+ int offset_by_one, int len_last, int num_subpatterns, int* result_len):
+ cdef int i1, i2, j1, j2
+ cdef long comparison
+ cdef int* result
+ cdef Matching loc1, loc2
+
+ result_len[0] = 0
+ result = <int*> malloc(0*sizeof(int))
+
+ i1 = low1
+ i2 = low2
+ while i1 < high1 and i2 < high2:
+
+ # First, pop all unneeded loc2's off the stack
+ assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ while i2 < high2:
+ assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1:
+ i2 = i2 + step2
+ else:
+ break
+
+ # Next: process all loc1's with the same starting val
+ j1 = i1
+ while i1 < high1 and arr1[j1] == arr1[i1]:
+ assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ j2 = i2
+ while j2 < high2:
+ assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr)
+ comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last)
+ if comparison == 0:
+ result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len)
+ if comparison == 1:
+ pass
+ if comparison == -1:
+ break
+ else:
+ j2 = j2 + step2
+ i1 = i1 + step1
+ return result
+
+
+ cdef void sort_phrase_loc(self, IntList arr, PhraseLocation loc, Phrase phrase):
+ cdef int i, j
+ cdef VEB veb
+ cdef IntList result
+
+ if phrase in self.precomputed_index:
+ loc.arr = self.precomputed_index[phrase]
+ else:
+ loc.arr = IntList(initial_len=loc.sa_high-loc.sa_low)
+ veb = VEB(arr.len)
+ for i from loc.sa_low <= i < loc.sa_high:
+ veb._insert(arr.arr[i])
+ i = veb.veb.min_val
+ for j from 0 <= j < loc.sa_high-loc.sa_low:
+ loc.arr.arr[j] = i
+ i = veb._findsucc(i)
+ loc.arr_low = 0
+ loc.arr_high = loc.arr.len
+
+
+ cdef intersect_helper(self, Phrase prefix, Phrase suffix,
+ PhraseLocation prefix_loc, PhraseLocation suffix_loc, int algorithm):
+
+ cdef IntList arr1, arr2, result
+ cdef int low1, high1, step1, low2, high2, step2, offset_by_one, len_last, num_subpatterns, result_len
+ cdef int* result_ptr
+
+ result_len = 0
+
+ if sym_isvar(suffix[0]):
+ offset_by_one = 1
+ else:
+ offset_by_one = 0
+
+ len_last = len(suffix.getchunk(suffix.arity()))
+
+ if prefix_loc.arr is None:
+ self.sort_phrase_loc(self.fsa.sa, prefix_loc, prefix)
+ arr1 = prefix_loc.arr
+ low1 = prefix_loc.arr_low
+ high1 = prefix_loc.arr_high
+ step1 = prefix_loc.num_subpatterns
+
+ if suffix_loc.arr is None:
+ self.sort_phrase_loc(self.fsa.sa, suffix_loc, suffix)
+ arr2 = suffix_loc.arr
+ low2 = suffix_loc.arr_low
+ high2 = suffix_loc.arr_high
+ step2 = suffix_loc.num_subpatterns
+
+ num_subpatterns = prefix.arity()+1
+
+ if algorithm == MERGE:
+ result_ptr = self.merge_helper(low1, high1, arr1.arr, step1,
+ low2, high2, arr2.arr, step2,
+ offset_by_one, len_last, num_subpatterns, &result_len)
+ else:
+ result_ptr = self.baeza_yates_helper(low1, high1, arr1.arr, step1,
+ low2, high2, arr2.arr, step2,
+ offset_by_one, len_last, num_subpatterns, &result_len)
+
+ if result_len == 0:
+ free(result_ptr)
+ return None
+ else:
+ result = IntList()
+ free(result.arr)
+ result.arr = result_ptr
+ result.len = result_len
+ result.size = result_len
+ return PhraseLocation(arr_low=0, arr_high=result_len, arr=result, num_subpatterns=num_subpatterns)
+
+ cdef loc2str(self, PhraseLocation loc):
+ cdef int i, j
+ result = "{"
+ i = 0
+ while i < loc.arr_high:
+ result = result + "("
+ for j from i <= j < i + loc.num_subpatterns:
+ result = result + ("%d " %loc.arr[j])
+ result = result + ")"
+ i = i + loc.num_subpatterns
+ result = result + "}"
+ return result
+
+ cdef PhraseLocation intersect(self, prefix_node, suffix_node, Phrase phrase):
+ cdef Phrase prefix, suffix
+ cdef PhraseLocation prefix_loc, suffix_loc, result
+
+ prefix = prefix_node.phrase
+ suffix = suffix_node.phrase
+ prefix_loc = prefix_node.phrase_location
+ suffix_loc = suffix_node.phrase_location
+
+ result = self.get_precomputed_collocation(phrase)
+ if result is not None:
+ intersect_method = "precomputed"
+
+ if result is None:
+ if self.use_baeza_yates:
+ result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, BAEZA_YATES)
+ intersect_method="double binary"
+ else:
+ result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, MERGE)
+ intersect_method="merge"
+ return result
+
+ def advance(self, frontier, res, fwords):
+ cdef unsigned na
+ nf = []
+ for (toskip, (i, alt, pathlen)) in frontier:
+ spanlen = fwords[i][alt][2]
+ if (toskip == 0):
+ res.append((i, alt, pathlen))
+ ni = i + spanlen
+ if (ni < len(fwords) and (pathlen + 1) < self.max_initial_size):
+ for na in range(len(fwords[ni])):
+ nf.append((toskip - 1, (ni, na, pathlen + 1)))
+ if (len(nf) > 0):
+ return self.advance(nf, res, fwords)
+ else:
+ return res
+
+ def get_all_nodes_isteps_away(self, skip, i, spanlen, pathlen, fwords, next_states, reachable_buffer):
+ cdef unsigned alt_it
+ frontier = []
+ if (i+spanlen+skip >= len(next_states)):
+ return frontier
+ key = tuple([i,spanlen])
+ reachable = []
+ if (key in reachable_buffer):
+ reachable = reachable_buffer[key]
+ else:
+ reachable = self.reachable(fwords, i, spanlen)
+ reachable_buffer[key] = reachable
+ for nextreachable in reachable:
+ for next_id in next_states[nextreachable]:
+ jump = self.shortest(fwords,i,next_id)
+ if jump < skip:
+ continue
+ if pathlen+jump <= self.max_initial_size:
+ for alt_id in range(len(fwords[next_id])):
+ if (fwords[next_id][alt_id][0] != EPSILON):
+ newel = (next_id,alt_id,pathlen+jump)
+ if newel not in frontier:
+ frontier.append((next_id,alt_id,pathlen+jump))
+ return frontier
+
+ def reachable(self, fwords, ifrom, dist):
+ ret = []
+ if (ifrom >= len(fwords)):
+ return ret
+ for alt_id in range(len(fwords[ifrom])):
+ if (fwords[ifrom][alt_id][0] == EPSILON):
+ ret.extend(self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist))
+ else:
+ if (dist==0):
+ if (ifrom not in ret):
+ ret.append(ifrom)
+ else:
+ for ifromchild in self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist-1):
+ if (ifromchild not in ret):
+ ret.append(ifromchild)
+
+ return ret
+
+ def shortest(self, fwords, ifrom, ito):
+ cdef unsigned alt_id
+ min = 1000
+ if (ifrom > ito):
+ return min
+ if (ifrom == ito):
+ return 0
+ for alt_id in range(len(fwords[ifrom])):
+ currmin = self.shortest(fwords,ifrom+fwords[ifrom][alt_id][2],ito)
+ if (fwords[ifrom][alt_id][0] != EPSILON):
+ currmin += 1
+ if (currmin<min):
+ min = currmin
+ return min
+
+ def get_next_states(self, _columns, curr_idx, min_dist=2):
+ result = []
+ candidate = [[curr_idx,0]]
+
+ while len(candidate) > 0:
+ curr = candidate.pop()
+ if curr[0] >= len(_columns):
+ continue
+ if curr[0] not in result and min_dist <= curr[1] <= self.max_initial_size:
+ result.append(curr[0]);
+ curr_col = _columns[curr[0]]
+ for alt in curr_col:
+ next_id = curr[0]+alt[2]
+ jump = 1
+ if (alt[0] == EPSILON):
+ jump = 0
+ if next_id not in result and min_dist <= curr[1]+jump <= self.max_initial_size+1:
+ candidate.append([next_id,curr[1]+jump])
+ return sorted(result);
+
+ def input(self, fwords, models):
+ '''When this function is called on the RuleFactory,
+ it looks up all of the rules that can be used to translate
+ the input sentence'''
+ cdef int i, j, k, flen, arity, num_subpatterns, num_samples, alt, alt_id, nualt
+ cdef float start_time
+ cdef PhraseLocation phrase_location
+ cdef IntList sample, chunklen
+ cdef Matching matching
+ cdef Phrase hiero_phrase
+
+ flen = len(fwords)
+ start_time = monitor_cpu()
+ self.extract_time = 0.0
+ nodes_isteps_away_buffer = {}
+ hit = 0
+ reachable_buffer = {}
+
+ # Do not cache between sentences
+ self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation())
+
+ frontier = []
+ for i in range(len(fwords)):
+ for alt in range(0, len(fwords[i])):
+ if fwords[i][alt][0] != EPSILON:
+ frontier.append((i, i, alt, 0, self.rules.root, (), False))
+
+ xroot = None
+ x1 = sym_setindex(self.category, 1)
+ if x1 in self.rules.root.children:
+ xroot = self.rules.root.children[x1]
+ else:
+ xroot = ExtendedTrieNode(suffix_link=self.rules.root, phrase_location=PhraseLocation())
+ self.rules.root.children[x1] = xroot
+
+ for i in range(self.min_gap_size, len(fwords)):
+ for alt in range(0, len(fwords[i])):
+ if fwords[i][alt][0] != EPSILON:
+ frontier.append((i-self.min_gap_size, i, alt, self.min_gap_size, xroot, (x1,), True))
+
+ next_states = []
+ for i in range(len(fwords)):
+ next_states.append(self.get_next_states(fwords,i,self.min_gap_size))
+
+ while len(frontier) > 0:
+ new_frontier = []
+ for k, i, alt, pathlen, node, prefix, is_shadow_path in frontier:
+ word_id = fwords[i][alt][0]
+ spanlen = fwords[i][alt][2]
+ # TODO get rid of k -- pathlen is replacing it
+ if word_id == EPSILON:
+ # skipping because word_id is epsilon
+ if i+spanlen >= len(fwords):
+ continue
+ for nualt in range(0,len(fwords[i+spanlen])):
+ frontier.append((k, i+spanlen, nualt, pathlen, node, prefix, is_shadow_path))
+ continue
+
+ phrase = prefix + (word_id,)
+ hiero_phrase = Phrase(phrase)
+ arity = hiero_phrase.arity()
+
+ lookup_required = False
+ if word_id in node.children:
+ if node.children[word_id] is None:
+ # Path dead-ends at this node
+ continue
+ else:
+ # Path continues at this node
+ node = node.children[word_id]
+ else:
+ if node.suffix_link is None:
+ # Current node is root; lookup required
+ lookup_required = True
+ else:
+ if word_id in node.suffix_link.children:
+ if node.suffix_link.children[word_id] is None:
+ # Suffix link reports path is dead end
+ node.children[word_id] = None
+ continue
+ else:
+ # Suffix link indicates lookup is reqired
+ lookup_required = True
+ else:
+ #ERROR: We never get here
+ raise Exception("Keyword trie error")
+ # checking whether lookup_required
+ if lookup_required:
+ new_node = None
+ if is_shadow_path:
+ # Extending shadow path
+ # on the shadow path we don't do any search, we just use info from suffix link
+ new_node = ExtendedTrieNode(phrase_location=node.suffix_link.children[word_id].phrase_location,
+ suffix_link=node.suffix_link.children[word_id],
+ phrase=hiero_phrase)
+ else:
+ if arity > 0:
+ # Intersecting because of arity > 0
+ phrase_location = self.intersect(node, node.suffix_link.children[word_id], hiero_phrase)
+ else:
+ # Suffix array search
+ phrase_location = node.phrase_location
+ sa_range = self.fsa.lookup(sym_tostring(phrase[-1]), len(phrase)-1, phrase_location.sa_low, phrase_location.sa_high)
+ if sa_range is not None:
+ phrase_location = PhraseLocation(sa_low=sa_range[0], sa_high=sa_range[1])
+ else:
+ phrase_location = None
+
+ if phrase_location is None:
+ node.children[word_id] = None
+ # Search failed
+ continue
+ # Search succeeded
+ suffix_link = self.rules.root
+ if node.suffix_link is not None:
+ suffix_link = node.suffix_link.children[word_id]
+ new_node = ExtendedTrieNode(phrase_location=phrase_location,
+ suffix_link=suffix_link,
+ phrase=hiero_phrase)
+ node.children[word_id] = new_node
+ node = new_node
+
+ '''Automatically add a trailing X node, if allowed --
+ This should happen before we get to extraction (so that
+ the node will exist if needed)'''
+ if arity < self.max_nonterminals:
+ xcat_index = arity+1
+ xcat = sym_setindex(self.category, xcat_index)
+ suffix_link_xcat_index = xcat_index
+ if is_shadow_path:
+ suffix_link_xcat_index = xcat_index-1
+ suffix_link_xcat = sym_setindex(self.category, suffix_link_xcat_index)
+ node.children[xcat] = ExtendedTrieNode(phrase_location=node.phrase_location,
+ suffix_link=node.suffix_link.children[suffix_link_xcat],
+ phrase= Phrase(phrase + (xcat,)))
+
+ # sample from range
+ if not is_shadow_path:
+ sample = self.sampler.sample(node.phrase_location)
+ num_subpatterns = (<PhraseLocation> node.phrase_location).num_subpatterns
+ chunklen = IntList(initial_len=num_subpatterns)
+ for j from 0 <= j < num_subpatterns:
+ chunklen.arr[j] = hiero_phrase.chunklen(j)
+ extracts = []
+ j = 0
+ extract_start = monitor_cpu()
+ while j < sample.len:
+ extract = []
+
+ assign_matching(&matching, sample.arr, j, num_subpatterns, self.fda.sent_id.arr)
+ extract = self.extract(hiero_phrase, &matching, chunklen.arr, num_subpatterns)
+ extracts.extend(extract)
+ j = j + num_subpatterns
+
+ num_samples = sample.len/num_subpatterns
+ extract_stop = monitor_cpu()
+ self.extract_time = self.extract_time + extract_stop - extract_start
+ if len(extracts) > 0:
+ fphrases = {}
+ fals = {}
+ fcount = {}
+ for f, e, count, als in extracts:
+ fcount.setdefault(f, 0.0)
+ fcount[f] = fcount[f] + count
+ fphrases.setdefault(f, {})
+ fphrases[f].setdefault(e, {})
+ fphrases[f][e].setdefault(als,0.0)
+ fphrases[f][e][als] = fphrases[f][e][als] + count
+ for f, elist in fphrases.iteritems():
+ f_margin = fcount[f]
+ for e, alslist in elist.iteritems():
+ alignment = None
+ count = 0
+ for als, currcount in alslist.iteritems():
+ if currcount > count:
+ alignment = als
+ count = currcount
+ scores = []
+ for model in models:
+ scores.append(model(f, e, count, fcount[f], num_samples))
+ yield Rule(self.category, f, e,
+ scores=scores, word_alignments=alignment)
+
+ if len(phrase) < self.max_length and i+spanlen < len(fwords) and pathlen+1 <= self.max_initial_size:
+ for alt_id in range(len(fwords[i+spanlen])):
+ new_frontier.append((k, i+spanlen, alt_id, pathlen + 1, node, phrase, is_shadow_path))
+ num_subpatterns = arity
+ if not is_shadow_path:
+ num_subpatterns = num_subpatterns + 1
+ if len(phrase)+1 < self.max_length and arity < self.max_nonterminals and num_subpatterns < self.max_chunks:
+ xcat = sym_setindex(self.category, arity+1)
+ xnode = node.children[xcat]
+ # I put spanlen=1 below
+ key = tuple([self.min_gap_size, i, 1, pathlen])
+ frontier_nodes = []
+ if (key in nodes_isteps_away_buffer):
+ frontier_nodes = nodes_isteps_away_buffer[key]
+ else:
+ frontier_nodes = self.get_all_nodes_isteps_away(self.min_gap_size, i, 1, pathlen, fwords, next_states, reachable_buffer)
+ nodes_isteps_away_buffer[key] = frontier_nodes
+
+ for (i, alt, pathlen) in frontier_nodes:
+ new_frontier.append((k, i, alt, pathlen, xnode, phrase +(xcat,), is_shadow_path))
+ frontier = new_frontier
+
+ stop_time = monitor_cpu()
+ logger.info("Total time for rule lookup, extraction, and scoring = %f seconds", (stop_time - start_time))
+ gc.collect()
+ logger.info(" Extract time = %f seconds", self.extract_time)
+
+
+ cdef int find_fixpoint(self,
+ int f_low, f_high,
+ int* f_links_low, int* f_links_high,
+ int* e_links_low, int* e_links_high,
+ int e_in_low, int e_in_high,
+ int* e_low, int* e_high,
+ int* f_back_low, int* f_back_high,
+ int f_sent_len, int e_sent_len,
+ int max_f_len, int max_e_len,
+ int min_fx_size, int min_ex_size,
+ int max_new_x,
+ int allow_low_x, int allow_high_x,
+ int allow_arbitrary_x, int write_log):
+ cdef int e_low_prev, e_high_prev, f_low_prev, f_high_prev, new_x, new_low_x, new_high_x
+
+ e_low[0] = e_in_low
+ e_high[0] = e_in_high
+ self.find_projection(f_low, f_high, f_links_low, f_links_high, e_low, e_high)
+ if e_low[0] == -1:
+ # low-priority corner case: if phrase w is unaligned,
+ # but we don't require aligned terminals, then returning
+ # an error here might prevent extraction of allowed
+ # rule X -> X_1 w X_2 / X_1 X_2. This is probably
+ # not worth the bother, though.
+ return 0
+ elif e_in_low != -1 and e_low[0] != e_in_low:
+ if e_in_low - e_low[0] < min_ex_size:
+ e_low[0] = e_in_low - min_ex_size
+ if e_low[0] < 0:
+ return 0
+
+ if e_high[0] - e_low[0] > max_e_len:
+ return 0
+ elif e_in_high != -1 and e_high[0] != e_in_high:
+ if e_high[0] - e_in_high < min_ex_size:
+ e_high[0] = e_in_high + min_ex_size
+ if e_high[0] > e_sent_len:
+ return 0
+
+ f_back_low[0] = -1
+ f_back_high[0] = -1
+ f_low_prev = f_low
+ f_high_prev = f_high
+ new_x = 0
+ new_low_x = 0
+ new_high_x = 0
+
+ while True:
+
+ if f_back_low[0] == -1:
+ self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high)
+ else:
+ self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high)
+ self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high)
+
+ if f_back_low[0] > f_low:
+ f_back_low[0] = f_low
+
+ if f_back_high[0] < f_high:
+ f_back_high[0] = f_high
+
+ if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev:
+ return 1
+
+ if allow_low_x == 0 and f_back_low[0] < f_low:
+ # FAIL: f phrase is not tight
+ return 0
+
+ if f_back_high[0] - f_back_low[0] > max_f_len:
+ # FAIL: f back projection is too wide
+ return 0
+
+ if allow_high_x == 0 and f_back_high[0] > f_high:
+ # FAIL: extension on high side not allowed
+ return 0
+
+ if f_low != f_back_low[0]:
+ if new_low_x == 0:
+ if new_x >= max_new_x:
+ # FAIL: extension required on low side violates max # of gaps
+ return 0
+ else:
+ new_x = new_x + 1
+ new_low_x = 1
+ if f_low - f_back_low[0] < min_fx_size:
+ f_back_low[0] = f_low - min_fx_size
+ if f_back_high[0] - f_back_low[0] > max_f_len:
+ # FAIL: extension required on low side violates max initial length
+ return 0
+ if f_back_low[0] < 0:
+ # FAIL: extension required on low side violates sentence boundary
+ return 0
+
+ if f_high != f_back_high[0]:
+ if new_high_x == 0:
+ if new_x >= max_new_x:
+ # FAIL: extension required on high side violates max # of gaps
+ return 0
+ else:
+ new_x = new_x + 1
+ new_high_x = 1
+ if f_back_high[0] - f_high < min_fx_size:
+ f_back_high[0] = f_high + min_fx_size
+ if f_back_high[0] - f_back_low[0] > max_f_len:
+ # FAIL: extension required on high side violates max initial length
+ return 0
+ if f_back_high[0] > f_sent_len:
+ # FAIL: extension required on high side violates sentence boundary
+ return 0
+
+ e_low_prev = e_low[0]
+ e_high_prev = e_high[0]
+
+ self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high)
+ self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high)
+ if e_low[0] == e_low_prev and e_high[0] == e_high_prev:
+ return 1
+ if allow_arbitrary_x == 0:
+ # FAIL: arbitrary expansion not permitted
+ return 0
+ if e_high[0] - e_low[0] > max_e_len:
+ # FAIL: re-projection violates sentence max phrase length
+ return 0
+ f_low_prev = f_back_low[0]
+ f_high_prev = f_back_high[0]
+
+
+ cdef find_projection(self, int in_low, int in_high, int* in_links_low, int* in_links_high,
+ int* out_low, int* out_high):
+ cdef int i
+ for i from in_low <= i < in_high:
+ if in_links_low[i] != -1:
+ if out_low[0] == -1 or in_links_low[i] < out_low[0]:
+ out_low[0] = in_links_low[i]
+ if out_high[0] == -1 or in_links_high[i] > out_high[0]:
+ out_high[0] = in_links_high[i]
+
+
+ cdef int* int_arr_extend(self, int* arr, int* arr_len, int* data, int data_len):
+ cdef int new_len
+ new_len = arr_len[0] + data_len
+ arr = <int*> realloc(arr, new_len*sizeof(int))
+ memcpy(arr+arr_len[0], data, data_len*sizeof(int))
+ arr_len[0] = new_len
+ return arr
+
+
+ cdef extract_phrases(self, int e_low, int e_high, int* e_gap_low, int* e_gap_high, int* e_links_low, int num_gaps,
+ int f_low, int f_high, int* f_gap_low, int* f_gap_high, int* f_links_low,
+ int sent_id, int e_sent_len, int e_sent_start):
+ cdef int i, j, k, m, n, *e_gap_order, e_x_low, e_x_high, e_x_gap_low, e_x_gap_high
+ cdef int *e_gaps1, *e_gaps2, len1, len2, step, num_chunks
+ cdef IntList ephr_arr
+ cdef result
+
+ result = []
+ len1 = 0
+ e_gaps1 = <int*> malloc(0)
+ ephr_arr = IntList()
+
+ e_gap_order = <int*> malloc(num_gaps*sizeof(int))
+ if num_gaps > 0:
+ e_gap_order[0] = 0
+ for i from 1 <= i < num_gaps:
+ for j from 0 <= j < i:
+ if e_gap_low[i] < e_gap_low[j]:
+ for k from j <= k < i:
+ e_gap_order[k+1] = e_gap_order[k]
+ e_gap_order[j] = i
+ break
+ else:
+ e_gap_order[i] = i
+
+ e_x_low = e_low
+ e_x_high = e_high
+ if self.tight_phrases == 0:
+ while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1:
+ e_x_low = e_x_low - 1
+ while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1:
+ e_x_high = e_x_high + 1
+
+ for i from e_x_low <= i <= e_low:
+ e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1)
+
+ for i from 0 <= i < num_gaps:
+ e_gaps2 = <int*> malloc(0)
+ len2 = 0
+
+ j = e_gap_order[i]
+ e_x_gap_low = e_gap_low[j]
+ e_x_gap_high = e_gap_high[j]
+ if self.tight_phrases == 0:
+ while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1:
+ e_x_gap_low = e_x_gap_low - 1
+ while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1:
+ e_x_gap_high = e_x_gap_high + 1
+
+ k = 0
+ step = 1+(i*2)
+ while k < len1:
+ for m from e_x_gap_low <= m <= e_gap_low[j]:
+ if m >= e_gaps1[k+step-1]:
+ for n from e_gap_high[j] <= n <= e_x_gap_high:
+ if n-m >= 1: # extractor.py doesn't restrict target-side gap length
+ e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step)
+ e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1)
+ e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1)
+ k = k + step
+ free(e_gaps1)
+ e_gaps1 = e_gaps2
+ len1 = len2
+
+ step = 1+(num_gaps*2)
+ e_gaps2 = <int*> malloc(0)
+ len2 = 0
+ for i from e_high <= i <= e_x_high:
+ j = 0
+ while j < len1:
+ if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]:
+ e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step)
+ e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1)
+ j = j + step
+ free(e_gaps1)
+ e_gaps1 = e_gaps2
+ len1 = len2
+
+ step = (num_gaps+1)*2
+ i = 0
+
+ while i < len1:
+ ephr_arr._clear()
+ num_chunks = 0
+ indexes = []
+ for j from 0 <= j < num_gaps+1:
+ if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]:
+ num_chunks = num_chunks + 1
+ for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]:
+ indexes.append(k)
+ ephr_arr._append(self.eid2symid[self.eda.data.arr[e_sent_start+k]])
+ if j < num_gaps:
+ indexes.append(sym_setindex(self.category, e_gap_order[j]+1))
+ ephr_arr._append(sym_setindex(self.category, e_gap_order[j]+1))
+ i = i + step
+ if ephr_arr.len <= self.max_target_length and num_chunks <= self.max_target_chunks:
+ result.append((Phrase(ephr_arr),indexes))
+
+ free(e_gaps1)
+ free(e_gap_order)
+ return result
+
+ cdef create_alignments(self, int* sent_links, int num_links, findexes, eindexes):
+ cdef unsigned i
+ ret = IntList()
+ for i in range(len(findexes)):
+ s = findexes[i]
+ if (s<0):
+ continue
+ idx = 0
+ while (idx < num_links*2):
+ if (sent_links[idx] == s):
+ j = eindexes.index(sent_links[idx+1])
+ ret.append(i*65536+j)
+ idx += 2
+ return ret
+
+ cdef extract(self, Phrase phrase, Matching* matching, int* chunklen, int num_chunks):
+ cdef int* sent_links, *e_links_low, *e_links_high, *f_links_low, *f_links_high
+ cdef int *f_gap_low, *f_gap_high, *e_gap_low, *e_gap_high, num_gaps, gap_start
+ cdef int i, j, k, e_i, f_i, num_links, num_aligned_chunks, met_constraints, x
+ cdef int f_low, f_high, e_low, e_high, f_back_low, f_back_high
+ cdef int e_sent_start, e_sent_end, f_sent_start, f_sent_end, e_sent_len, f_sent_len
+ cdef int e_word_count, f_x_low, f_x_high, e_x_low, e_x_high, phrase_len
+ cdef float pair_count
+ cdef extracts, phrase_list
+ cdef IntList fphr_arr
+ cdef Phrase fphr
+ cdef reason_for_failure
+
+ fphr_arr = IntList()
+ phrase_len = phrase.n
+ extracts = []
+ sent_links = self.alignment._get_sent_links(matching.sent_id, &num_links)
+
+ e_sent_start = self.eda.sent_index.arr[matching.sent_id]
+ e_sent_end = self.eda.sent_index.arr[matching.sent_id+1]
+ e_sent_len = e_sent_end - e_sent_start - 1
+ f_sent_start = self.fda.sent_index.arr[matching.sent_id]
+ f_sent_end = self.fda.sent_index.arr[matching.sent_id+1]
+ f_sent_len = f_sent_end - f_sent_start - 1
+
+ self.findexes1.reset()
+ sofar = 0
+ for i in range(num_chunks):
+ for j in range(chunklen[i]):
+ self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start);
+ sofar += 1
+ if (i+1<num_chunks):
+ self.findexes1.append(phrase[sofar])
+ sofar += 1
+
+
+ e_links_low = <int*> malloc(e_sent_len*sizeof(int))
+ e_links_high = <int*> malloc(e_sent_len*sizeof(int))
+ f_links_low = <int*> malloc(f_sent_len*sizeof(int))
+ f_links_high = <int*> malloc(f_sent_len*sizeof(int))
+ f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ memset(f_gap_low, 0, (num_chunks+1)*sizeof(int))
+ memset(f_gap_high, 0, (num_chunks+1)*sizeof(int))
+ memset(e_gap_low, 0, (num_chunks+1)*sizeof(int))
+ memset(e_gap_high, 0, (num_chunks+1)*sizeof(int))
+
+ reason_for_failure = ""
+
+ for i from 0 <= i < e_sent_len:
+ e_links_low[i] = -1
+ e_links_high[i] = -1
+ for i from 0 <= i < f_sent_len:
+ f_links_low[i] = -1
+ f_links_high[i] = -1
+
+ # this is really inefficient -- might be good to
+ # somehow replace with binary search just for the f
+ # links that we care about (but then how to look up
+ # when we want to check something on the e side?)
+ i = 0
+ while i < num_links*2:
+ f_i = sent_links[i]
+ e_i = sent_links[i+1]
+ if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i:
+ f_links_low[f_i] = e_i
+ if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1:
+ f_links_high[f_i] = e_i + 1
+ if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i:
+ e_links_low[e_i] = f_i
+ if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1:
+ e_links_high[e_i] = f_i + 1
+ i = i + 2
+
+ als = []
+ for x in range(matching.start,matching.end):
+ al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start])
+ als.append(al)
+ # check all source-side alignment constraints
+ met_constraints = 1
+ if self.require_aligned_terminal:
+ num_aligned_chunks = 0
+ for i from 0 <= i < num_chunks:
+ for j from 0 <= j < chunklen[i]:
+ if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1:
+ num_aligned_chunks = num_aligned_chunks + 1
+ break
+ if num_aligned_chunks == 0:
+ reason_for_failure = "No aligned terminals"
+ met_constraints = 0
+ if self.require_aligned_chunks and num_aligned_chunks < num_chunks:
+ reason_for_failure = "Unaligned chunk"
+ met_constraints = 0
+
+ if met_constraints and self.tight_phrases:
+ # outside edge constraints are checked later
+ for i from 0 <= i < num_chunks-1:
+ if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1:
+ reason_for_failure = "Gaps are not tight phrases"
+ met_constraints = 0
+ break
+ if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1:
+ reason_for_failure = "Gaps are not tight phrases"
+ met_constraints = 0
+ break
+
+ f_low = matching.arr[matching.start] - f_sent_start
+ f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start
+ if met_constraints:
+
+ if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ self.train_min_gap_size, 0,
+ self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0):
+ gap_error = 0
+ num_gaps = 0
+
+ if f_back_low < f_low:
+ f_gap_low[0] = f_back_low
+ f_gap_high[0] = f_low
+ num_gaps = 1
+ gap_start = 0
+ phrase_len = phrase_len+1
+ if phrase_len > self.max_length:
+ gap_error = 1
+ if self.tight_phrases:
+ if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1:
+ gap_error = 1
+ reason_for_failure = "Inside edges of preceding subphrase are not tight"
+ else:
+ gap_start = 1
+ if self.tight_phrases and f_links_low[f_low] == -1:
+ # this is not a hard error. we can't extract this phrase
+ # but we still might be able to extract a superphrase
+ met_constraints = 0
+
+ for i from 0 <= i < matching.size - 1:
+ f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start
+ f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start
+ num_gaps = num_gaps + 1
+
+ if f_high < f_back_high:
+ f_gap_low[gap_start+num_gaps] = f_high
+ f_gap_high[gap_start+num_gaps] = f_back_high
+ num_gaps = num_gaps + 1
+ phrase_len = phrase_len+1
+ if phrase_len > self.max_length:
+ gap_error = 1
+ if self.tight_phrases:
+ if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1:
+ gap_error = 1
+ reason_for_failure = "Inside edges of following subphrase are not tight"
+ else:
+ if self.tight_phrases and f_links_low[f_high-1] == -1:
+ met_constraints = 0
+
+ if gap_error == 0:
+ e_word_count = e_high - e_low
+ for i from 0 <= i < num_gaps: # check integrity of subphrases
+ if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i],
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i,
+ f_gap_low+gap_start+i, f_gap_high+gap_start+i,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 0, 0, 0, 0, 0, 0, 0) == 0:
+ gap_error = 1
+ reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i])
+ break
+
+ if gap_error == 0:
+ i = 1
+ self.findexes.reset()
+ if f_back_low < f_low:
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i+1
+ self.findexes.append(sym_setindex(self.category, i))
+ self.findexes.extend(self.findexes1)
+ for j from 0 <= j < phrase.n:
+ if sym_isvar(phrase.syms[j]):
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i + 1
+ else:
+ fphr_arr._append(phrase.syms[j])
+ if f_back_high > f_high:
+ fphr_arr._append(sym_setindex(self.category, i))
+ self.findexes.append(sym_setindex(self.category, i))
+
+ fphr = Phrase(fphr_arr)
+ if met_constraints:
+ phrase_list = self.extract_phrases(e_low, e_high, e_gap_low + gap_start, e_gap_high + gap_start, e_links_low, num_gaps,
+ f_back_low, f_back_high, f_gap_low + gap_start, f_gap_high + gap_start, f_links_low,
+ matching.sent_id, e_sent_len, e_sent_start)
+ if len(phrase_list) > 0:
+ pair_count = 1.0 / len(phrase_list)
+ else:
+ pair_count = 0
+ reason_for_failure = "Didn't extract anything from [%d, %d] -> [%d, %d]" % (f_back_low, f_back_high, e_low, e_high)
+ for (phrase2,eindexes) in phrase_list:
+ als1 = self.create_alignments(sent_links,num_links,self.findexes,eindexes)
+ extracts.append((fphr, phrase2, pair_count, tuple(als1)))
+
+ if (num_gaps < self.max_nonterminals and
+ phrase_len < self.max_length and
+ f_back_high - f_back_low + self.train_min_gap_size <= self.train_max_initial_size):
+ if (f_back_low == f_low and
+ f_low >= self.train_min_gap_size and
+ ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_back_high-1] != -1))):
+ f_x_low = f_low-self.train_min_gap_size
+ met_constraints = 1
+ if self.tight_phrases:
+ while f_x_low >= 0 and f_links_low[f_x_low] == -1:
+ f_x_low = f_x_low - 1
+ if f_x_low < 0 or f_back_high - f_x_low > self.train_max_initial_size:
+ met_constraints = 0
+
+ if (met_constraints and
+ self.find_fixpoint(f_x_low, f_back_high,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 1, 1, 1, 1, 0, 1, 0) and
+ ((not self.tight_phrases) or f_links_low[f_x_low] != -1) and
+ self.find_fixpoint(f_x_low, f_low, # check integrity of new subphrase
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 0, 0, 0, 0, 0, 0, 0)):
+ fphr_arr._clear()
+ i = 1
+ self.findexes.reset()
+ self.findexes.append(sym_setindex(self.category, i))
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i+1
+ self.findexes.extend(self.findexes1)
+ for j from 0 <= j < phrase.n:
+ if sym_isvar(phrase.syms[j]):
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i + 1
+ else:
+ fphr_arr._append(phrase.syms[j])
+ if f_back_high > f_high:
+ fphr_arr._append(sym_setindex(self.category, i))
+ self.findexes.append(sym_setindex(self.category, i))
+ fphr = Phrase(fphr_arr)
+ phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+1,
+ f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, matching.sent_id,
+ e_sent_len, e_sent_start)
+ if len(phrase_list) > 0:
+ pair_count = 1.0 / len(phrase_list)
+ else:
+ pair_count = 0
+ for phrase2,eindexes in phrase_list:
+ als2 = self.create_alignments(sent_links,num_links,self.findexes,eindexes)
+ extracts.append((fphr, phrase2, pair_count, tuple(als2)))
+
+ if (f_back_high == f_high and
+ f_sent_len - f_high >= self.train_min_gap_size and
+ ((not self.tight_phrases) or (f_links_low[f_high] != -1 and f_links_low[f_back_low] != -1))):
+ f_x_high = f_high+self.train_min_gap_size
+ met_constraints = 1
+ if self.tight_phrases:
+ while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1:
+ f_x_high = f_x_high + 1
+ if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size:
+ met_constraints = 0
+
+ if (met_constraints and
+ self.find_fixpoint(f_back_low, f_x_high,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 1, 1, 1, 0, 1, 1, 0) and
+ ((not self.tight_phrases) or f_links_low[f_x_high-1] != -1) and
+ self.find_fixpoint(f_high, f_x_high,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, e_gap_low+gap_start+num_gaps, e_gap_high+gap_start+num_gaps,
+ f_gap_low+gap_start+num_gaps, f_gap_high+gap_start+num_gaps,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 0, 0, 0, 0, 0, 0, 0)):
+ fphr_arr._clear()
+ i = 1
+ self.findexes.reset()
+ if f_back_low < f_low:
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i+1
+ self.findexes.append(sym_setindex(self.category, i))
+ self.findexes.extend(self.findexes1)
+ for j from 0 <= j < phrase.n:
+ if sym_isvar(phrase.syms[j]):
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i + 1
+ else:
+ fphr_arr._append(phrase.syms[j])
+ fphr_arr._append(sym_setindex(self.category, i))
+ self.findexes.append(sym_setindex(self.category, i))
+ fphr = Phrase(fphr_arr)
+ phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low+gap_start, e_gap_high+gap_start, e_links_low, num_gaps+1,
+ f_x_low, f_x_high, f_gap_low+gap_start, f_gap_high+gap_start, f_links_low,
+ matching.sent_id, e_sent_len, e_sent_start)
+ if len(phrase_list) > 0:
+ pair_count = 1.0 / len(phrase_list)
+ else:
+ pair_count = 0
+ for phrase2, eindexes in phrase_list:
+ als3 = self.create_alignments(sent_links,num_links,self.findexes,eindexes)
+ extracts.append((fphr, phrase2, pair_count, tuple(als3)))
+ if (num_gaps < self.max_nonterminals - 1 and
+ phrase_len+1 < self.max_length and
+ f_back_high == f_high and
+ f_back_low == f_low and
+ f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and
+ f_low >= self.train_min_gap_size and
+ f_high <= f_sent_len - self.train_min_gap_size and
+ ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))):
+
+ met_constraints = 1
+ f_x_low = f_low-self.train_min_gap_size
+ if self.tight_phrases:
+ while f_x_low >= 0 and f_links_low[f_x_low] == -1:
+ f_x_low = f_x_low - 1
+ if f_x_low < 0:
+ met_constraints = 0
+
+ f_x_high = f_high+self.train_min_gap_size
+ if self.tight_phrases:
+ while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1:
+ f_x_high = f_x_high + 1
+ if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size:
+ met_constraints = 0
+
+ if (met_constraints and
+ self.find_fixpoint(f_x_low, f_x_high,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 1, 1, 2, 1, 1, 1, 1) and
+ ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and
+ self.find_fixpoint(f_x_low, f_low,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 0, 0, 0, 0, 0, 0, 0) and
+ self.find_fixpoint(f_high, f_x_high,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, e_gap_low+1+num_gaps, e_gap_high+1+num_gaps,
+ f_gap_low+1+num_gaps, f_gap_high+1+num_gaps,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 0, 0, 0, 0, 0, 0, 0)):
+ fphr_arr._clear()
+ i = 1
+ self.findexes.reset()
+ self.findexes.append(sym_setindex(self.category, i))
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i+1
+ self.findexes.extend(self.findexes1)
+ for j from 0 <= j < phrase.n:
+ if sym_isvar(phrase.syms[j]):
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i + 1
+ else:
+ fphr_arr._append(phrase.syms[j])
+ fphr_arr._append(sym_setindex(self.category, i))
+ self.findexes.append(sym_setindex(self.category, i))
+ fphr = Phrase(fphr_arr)
+ phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+2,
+ f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low,
+ matching.sent_id, e_sent_len, e_sent_start)
+ if len(phrase_list) > 0:
+ pair_count = 1.0 / len(phrase_list)
+ else:
+ pair_count = 0
+ for phrase2, eindexes in phrase_list:
+ als4 = self.create_alignments(sent_links,num_links,self.findexes,eindexes)
+ extracts.append((fphr, phrase2, pair_count, tuple(als4)))
+ else:
+ reason_for_failure = "Unable to extract basic phrase"
+
+ free(sent_links)
+ free(f_links_low)
+ free(f_links_high)
+ free(e_links_low)
+ free(e_links_high)
+ free(f_gap_low)
+ free(f_gap_high)
+ free(e_gap_low)
+ free(e_gap_high)
+
+ return extracts
diff --git a/python/src/sa/str_map.pxi b/python/src/sa/str_map.pxi
new file mode 100644
index 00000000..3a8439a4
--- /dev/null
+++ b/python/src/sa/str_map.pxi
@@ -0,0 +1,23 @@
+cdef extern from "strmap.h":
+ ctypedef struct StrMap
+ StrMap* stringmap_new()
+ void stringmap_delete(StrMap *vocab)
+ int stringmap_index(StrMap *vocab, char *s)
+ char* stringmap_word(StrMap *vocab, int i)
+
+cdef class StringMap:
+ cdef StrMap *vocab
+ cdef char *word(self, int i)
+ cdef int index(self, char *s)
+
+ def __cinit__(self):
+ self.vocab = stringmap_new()
+
+ def __dealloc__(self):
+ stringmap_delete(self.vocab)
+
+ cdef char *word(self, int i):
+ return stringmap_word(self.vocab, i)
+
+ cdef int index(self, char *s):
+ return stringmap_index(self.vocab, s)
diff --git a/python/src/sa/strmap.cc b/python/src/sa/strmap.cc
new file mode 100644
index 00000000..5040477e
--- /dev/null
+++ b/python/src/sa/strmap.cc
@@ -0,0 +1,232 @@
+#include "strmap.h"
+
+#include <vector>
+#include <string>
+#include <tr1/unordered_map>
+#include <stdint.h>
+
+using namespace std;
+using namespace std::tr1;
+
+#undef HAVE_64_BITS
+
+#if INTPTR_MAX == INT32_MAX
+# define HAVE_64_BITS 0
+#elif INTPTR_MAX >= INT64_MAX
+# define HAVE_64_BITS 1
+#else
+# error "couldn't tell if HAVE_64_BITS from INTPTR_MAX INT32_MAX INT64_MAX"
+#endif
+
+typedef uintptr_t MurmurInt;
+
+// MurmurHash2, by Austin Appleby
+
+static const uint32_t DEFAULT_SEED=2654435769U;
+
+#if HAVE_64_BITS
+//MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED);
+
+inline uint64_t MurmurHash64( const void * key, int len, unsigned int seed=DEFAULT_SEED )
+{
+ const uint64_t m = 0xc6a4a7935bd1e995ULL;
+ const int r = 47;
+
+ uint64_t h = seed ^ (len * m);
+
+ const uint64_t * data = (const uint64_t *)key;
+ const uint64_t * end = data + (len/8);
+
+ while(data != end)
+ {
+ uint64_t k = *data++;
+
+ k *= m;
+ k ^= k >> r;
+ k *= m;
+
+ h ^= k;
+ h *= m;
+ }
+
+ const unsigned char * data2 = (const unsigned char*)data;
+
+ switch(len & 7)
+ {
+ case 7: h ^= uint64_t(data2[6]) << 48;
+ case 6: h ^= uint64_t(data2[5]) << 40;
+ case 5: h ^= uint64_t(data2[4]) << 32;
+ case 4: h ^= uint64_t(data2[3]) << 24;
+ case 3: h ^= uint64_t(data2[2]) << 16;
+ case 2: h ^= uint64_t(data2[1]) << 8;
+ case 1: h ^= uint64_t(data2[0]);
+ h *= m;
+ };
+
+ h ^= h >> r;
+ h *= m;
+ h ^= h >> r;
+
+ return h;
+}
+
+inline uint32_t MurmurHash32(void const *key, int len, uint32_t seed=DEFAULT_SEED)
+{
+ return (uint32_t) MurmurHash64(key,len,seed);
+}
+
+inline MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED)
+{
+ return MurmurHash64(key,len,seed);
+}
+
+#else
+// 32-bit
+
+// Note - This code makes a few assumptions about how your machine behaves -
+// 1. We can read a 4-byte value from any address without crashing
+// 2. sizeof(int) == 4
+inline uint32_t MurmurHash32 ( const void * key, int len, uint32_t seed=DEFAULT_SEED)
+{
+ // 'm' and 'r' are mixing constants generated offline.
+ // They're not really 'magic', they just happen to work well.
+
+ const uint32_t m = 0x5bd1e995;
+ const int r = 24;
+
+ // Initialize the hash to a 'random' value
+
+ uint32_t h = seed ^ len;
+
+ // Mix 4 bytes at a time into the hash
+
+ const unsigned char * data = (const unsigned char *)key;
+
+ while(len >= 4)
+ {
+ uint32_t k = *(uint32_t *)data;
+
+ k *= m;
+ k ^= k >> r;
+ k *= m;
+
+ h *= m;
+ h ^= k;
+
+ data += 4;
+ len -= 4;
+ }
+
+ // Handle the last few bytes of the input array
+
+ switch(len)
+ {
+ case 3: h ^= data[2] << 16;
+ case 2: h ^= data[1] << 8;
+ case 1: h ^= data[0];
+ h *= m;
+ };
+
+ // Do a few final mixes of the hash to ensure the last few
+ // bytes are well-incorporated.
+
+ h ^= h >> 13;
+ h *= m;
+ h ^= h >> 15;
+
+ return h;
+}
+
+inline MurmurInt MurmurHash ( const void * key, int len, uint32_t seed=DEFAULT_SEED) {
+ return MurmurHash32(key,len,seed);
+}
+
+// 64-bit hash for 32-bit platforms
+
+inline uint64_t MurmurHash64 ( const void * key, int len, uint32_t seed=DEFAULT_SEED)
+{
+ const uint32_t m = 0x5bd1e995;
+ const int r = 24;
+
+ uint32_t h1 = seed ^ len;
+ uint32_t h2 = 0;
+
+ const uint32_t * data = (const uint32_t *)key;
+
+ while(len >= 8)
+ {
+ uint32_t k1 = *data++;
+ k1 *= m; k1 ^= k1 >> r; k1 *= m;
+ h1 *= m; h1 ^= k1;
+ len -= 4;
+
+ uint32_t k2 = *data++;
+ k2 *= m; k2 ^= k2 >> r; k2 *= m;
+ h2 *= m; h2 ^= k2;
+ len -= 4;
+ }
+
+ if(len >= 4)
+ {
+ uint32_t k1 = *data++;
+ k1 *= m; k1 ^= k1 >> r; k1 *= m;
+ h1 *= m; h1 ^= k1;
+ len -= 4;
+ }
+
+ switch(len)
+ {
+ case 3: h2 ^= ((unsigned char*)data)[2] << 16;
+ case 2: h2 ^= ((unsigned char*)data)[1] << 8;
+ case 1: h2 ^= ((unsigned char*)data)[0];
+ h2 *= m;
+ };
+
+ h1 ^= h2 >> 18; h1 *= m;
+ h2 ^= h1 >> 22; h2 *= m;
+ h1 ^= h2 >> 17; h1 *= m;
+ h2 ^= h1 >> 19; h2 *= m;
+
+ uint64_t h = h1;
+
+ h = (h << 32) | h2;
+
+ return h;
+}
+
+#endif
+//32bit
+
+struct MurmurHasher {
+ size_t operator()(const string& s) const {
+ return MurmurHash(s.c_str(), s.size());
+ }
+};
+
+struct StrMap {
+ StrMap() { keys_.reserve(10000); keys_.push_back("<bad0>"); map_[keys_[0]] = 0; }
+ unordered_map<string, int, MurmurHasher> map_;
+ vector<string> keys_;
+};
+
+StrMap* stringmap_new() {
+ return new StrMap;
+}
+
+void stringmap_delete(StrMap *vocab) {
+ delete vocab;
+}
+
+int stringmap_index(StrMap *vocab, char *s) {
+ int& cell = vocab->map_[s];
+ if (!cell) {
+ cell = vocab->keys_.size();
+ vocab->keys_.push_back(s);
+ }
+ return cell;
+}
+
+char* stringmap_word(StrMap *vocab, int i) {
+ return const_cast<char *>(vocab->keys_[i].c_str());
+}
+
diff --git a/python/src/sa/strmap.h b/python/src/sa/strmap.h
new file mode 100644
index 00000000..a218a4c0
--- /dev/null
+++ b/python/src/sa/strmap.h
@@ -0,0 +1,22 @@
+#ifndef _STRMAP_H_
+#define _STRMAP_H_
+
+#ifdef __cplusplus
+ extern "C" {
+#else
+ typedef struct StrMap StrMap; /* dummy type to stand in for class */
+#endif
+
+struct StrMap;
+
+StrMap* stringmap_new();
+void stringmap_delete(StrMap *vocab);
+int stringmap_index(StrMap *vocab, char *s);
+char* stringmap_word(StrMap *vocab, int i);
+
+#ifdef __cplusplus
+ }
+#endif
+
+
+#endif
diff --git a/python/src/sa/suffix_array.pxi b/python/src/sa/suffix_array.pxi
new file mode 100644
index 00000000..d86e8ea6
--- /dev/null
+++ b/python/src/sa/suffix_array.pxi
@@ -0,0 +1,259 @@
+# Defines suffix arrays that can be directly written to/read from disk in binary format
+# Adam Lopez <alopez@cs.umd.edu>
+
+from libc.stdio cimport FILE, fclose, fopen
+
+cdef class SuffixArray:
+ cdef DataArray darray
+ cdef IntList sa
+ cdef IntList ha
+
+ def __cinit__(self, from_binary=None, from_text=None, side=None):
+ self.darray = DataArray()
+ self.sa = IntList()
+ self.ha = IntList()
+ if from_binary:
+ self.read_binary(from_binary)
+ elif from_text:
+ self.read_text(from_text, side)
+
+ def __getitem__(self, i):
+ return self.sa.arr[i]
+
+ def getSentId(self, i):
+ return self.darray.getSentId(i)
+
+ def getSent(self, i):
+ return self.darray.getSent(i)
+
+ def getSentPos(self, loc):
+ return self.darray.getSentPos(loc)
+
+ def read_text(self, filename, side):
+ '''Constructs suffix array using the algorithm
+ of Larsson & Sadahkane (1999)'''
+ cdef int V, N, i, j, h, a_i, n, current_run, skip
+ cdef IntList isa, word_count
+
+ self.darray = DataArray(from_text=filename, side=side, use_sent_id=True)
+ N = len(self.darray)
+ V = len(self.darray.id2word)
+
+ self.sa = IntList(initial_len=N)
+ self.ha = IntList(initial_len=V+1)
+
+ isa = IntList(initial_len=N)
+ word_count = IntList(initial_len=V+1)
+
+ '''Step 1: bucket sort data'''
+ cdef float sort_start_time = monitor_cpu()
+ cdef float start_time = sort_start_time
+ for i from 0 <= i < N:
+ a_i = self.darray.data.arr[i]
+ word_count.arr[a_i] = word_count.arr[a_i] + 1
+
+ n = 0
+ for i from 0 <= i < V+1:
+ self.ha.arr[i] = n
+ n = n + word_count.arr[i]
+ word_count.arr[i] = 0
+
+ for i from 0 <= i < N:
+ a_i = self.darray.data.arr[i]
+ self.sa.arr[self.ha.arr[a_i] + word_count.arr[a_i]] = i
+ isa.arr[i] = self.ha.arr[a_i + 1] - 1 # bucket pointer is last index in bucket
+ word_count.arr[a_i] = word_count.arr[a_i] + 1
+
+ '''Determine size of initial runs'''
+ current_run = 0
+ for i from 0 <= i < V+1:
+ if i < V and self.ha.arr[i+1] - self.ha.arr[i] == 1:
+ current_run = current_run + 1
+ else:
+ if current_run > 0:
+ self.sa.arr[self.ha.arr[i] - current_run] = -current_run
+ current_run = 0
+
+ logger.info(" Bucket sort took %f seconds", (monitor_cpu() - sort_start_time))
+
+ '''Step 2: prefix-doubling sort'''
+ h = 1
+ while self.sa.arr[0] != -N:
+ sort_start_time = monitor_cpu()
+ logger.debug(" Refining, sort depth = %d", h)
+ i = 0
+ skip = 0
+ while i < N:
+ if self.sa.arr[i] < 0:
+ skip = skip + self.sa.arr[i]
+ i = i - self.sa.arr[i]
+ else:
+ if skip < 0:
+ self.sa.arr[i+skip] = skip
+ skip = 0
+ j = isa.arr[self.sa.arr[i]]
+ self.q3sort(i, j, h, isa)
+ i = j+1
+ if skip < 0:
+ self.sa.arr[i+skip] = skip
+ h = h * 2
+ logger.debug(" Refinement took %f seconds", (monitor_cpu() - sort_start_time))
+
+ '''Step 3: read off suffix array from inverse suffix array'''
+ logger.info(" Finalizing sort...")
+ for i from 0 <= i < N:
+ j = isa.arr[i]
+ self.sa.arr[j] = i
+ logger.info("Suffix array construction took %f seconds", (monitor_cpu() - start_time))
+
+ def q3sort(self, int i, int j, int h, IntList isa, pad=""):
+ '''This is a ternary quicksort. It divides the array into
+ three partitions: items less than the pivot, items equal
+ to pivot, and items greater than pivot. The first and last
+ of these partitions are then recursively sorted'''
+ cdef int k, midpoint, pval, phead, ptail, tmp
+
+ if j-i < -1:
+ raise Exception("Unexpected condition found in q3sort: sort from %d to %d" % (i,j))
+ if j-i == -1: # recursive base case -- empty interval
+ return
+ if (j-i == 0): # recursive base case -- singleton interval
+ isa.arr[self.sa.arr[i]] = i
+ self.sa.arr[i] = -1
+ return
+
+ # NOTE: choosing the first item as a pivot value resulted in
+ # stack overflow for some very large buckets. I think there
+ # is a natural bias towards order due the way the word ids are
+ # assigned; thus this resulted in the range to the left of the
+ # pivot being nearly empty. Therefore, choose the middle item.
+ # If the method of assigning word_id's is changed, this method
+ # may need to be reconsidered as well.
+ midpoint = (i+j)/2
+ pval = isa.arr[self.sa.arr[midpoint] + h]
+ if i != midpoint:
+ tmp = self.sa.arr[midpoint]
+ self.sa.arr[midpoint] = self.sa.arr[i]
+ self.sa.arr[i] = tmp
+ phead = i
+ ptail = i
+
+ # find the three partitions. phead marks the first element
+ # of the middle partition, and ptail marks the last element
+ for k from i+1 <= k < j+1:
+ if isa.arr[self.sa.arr[k] + h] < pval:
+ if k > ptail+1:
+ tmp = self.sa.arr[phead]
+ self.sa.arr[phead] = self.sa.arr[k]
+ self.sa.arr[k] = self.sa.arr[ptail+1]
+ self.sa.arr[ptail+1] = tmp
+ else: # k == ptail+1
+ tmp = self.sa.arr[phead]
+ self.sa.arr[phead] = self.sa.arr[k]
+ self.sa.arr[k] = tmp
+ phead = phead + 1
+ ptail = ptail + 1
+ else:
+ if isa.arr[self.sa.arr[k] + h] == pval:
+ if k > ptail+1:
+ tmp = self.sa.arr[ptail+1]
+ self.sa.arr[ptail+1] = self.sa.arr[k]
+ self.sa.arr[k] = tmp
+ ptail = ptail + 1
+
+ # recursively sort smaller suffixes
+ self.q3sort(i, phead-1, h, isa, pad+" ")
+
+ # update suffixes with pivot value
+ # corresponds to update_group function in Larsson & Sadakane
+ for k from phead <= k < ptail+1:
+ isa.arr[self.sa.arr[k]] = ptail
+ if phead == ptail:
+ self.sa.arr[phead] = -1
+
+ # recursively sort larger suffixes
+ self.q3sort(ptail+1, j, h, isa, pad+" ")
+
+
+ def write_text(self, char* filename):
+ self.darray.write_text(filename)
+
+ def read_binary(self, char* filename):
+ cdef FILE *f
+ f = fopen(filename, "r")
+ self.darray.read_handle(f)
+ self.sa.read_handle(f)
+ self.ha.read_handle(f)
+ fclose(f)
+
+ def write_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.darray.write_handle(f)
+ self.sa.write_handle(f)
+ self.ha.write_handle(f)
+ fclose(f)
+
+ def write_enhanced(self, char* filename):
+ with open(filename, "w") as f:
+ self.darray.write_enhanced_handle(f)
+ for a_i in self.sa:
+ f.write("%d " % a_i)
+ f.write("\n")
+ for w_i in self.ha:
+ f.write("%d " % w_i)
+ f.write("\n")
+
+ cdef int __search_high(self, int word_id, int offset, int low, int high):
+ cdef int midpoint
+
+ if low >= high:
+ return high
+ midpoint = (high + low) / 2
+ if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id:
+ return self.__search_high(word_id, offset, midpoint+1, high)
+ else:
+ return self.__search_high(word_id, offset, low, midpoint)
+
+ cdef int __search_low(self, int word_id, int offset, int low, int high):
+ cdef int midpoint
+
+ if low >= high:
+ return high
+ midpoint = (high + low) / 2
+ if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id:
+ return self.__search_low(word_id, offset, low, midpoint)
+ else:
+ return self.__search_low(word_id, offset, midpoint+1, high)
+
+ cdef __get_range(self, int word_id, int offset, int low, int high, int midpoint):
+ return (self.__search_low(word_id, offset, low, midpoint),
+ self.__search_high(word_id, offset, midpoint, high))
+
+ cdef __lookup_helper(self, int word_id, int offset, int low, int high):
+ cdef int midpoint
+
+ if offset == 0:
+ return (self.ha.arr[word_id], self.ha.arr[word_id+1])
+ if low >= high:
+ return None
+
+ midpoint = (high + low) / 2
+ if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id:
+ return self.__get_range(word_id, offset, low, high, midpoint)
+ if self.darray.data.arr[self.sa.arr[midpoint] + offset] > word_id:
+ return self.__lookup_helper(word_id, offset, low, midpoint)
+ else:
+ return self.__lookup_helper(word_id, offset, midpoint+1, high)
+
+ def lookup(self, word, int offset, int low, int high):
+ cdef int wordid
+ if low == -1:
+ low = 0
+ if high == -1:
+ high = len(self.sa)
+ if word in self.darray.word2id:
+ word_id = self.darray.word2id[word]
+ return self.__lookup_helper(word_id, offset, low, high)
+ else:
+ return None
diff --git a/python/src/sa/sym.pxi b/python/src/sa/sym.pxi
new file mode 100644
index 00000000..132925f6
--- /dev/null
+++ b/python/src/sa/sym.pxi
@@ -0,0 +1,105 @@
+from libc.string cimport strrchr, strstr, strcpy, strlen
+from libc.stdlib cimport malloc, realloc, strtol
+
+cdef int INDEX_SHIFT = 3
+cdef int INDEX_MASK = (1<<INDEX_SHIFT)-1
+
+cdef class Alphabet:
+ cdef readonly StringMap terminals, nonterminals
+ cdef int first_nonterminal, last_nonterminal
+ cdef dict id2sym
+
+ def __cinit__(self):
+ self.terminals = StringMap()
+ self.nonterminals = StringMap()
+ self.id2sym = {}
+ self.first_nonterminal = -1
+
+ def __dealloc__(self):
+ pass
+
+ cdef int isvar(self, int sym):
+ return sym < 0
+
+ cdef int isword(self, int sym):
+ return sym >= 0
+
+ cdef int getindex(self, int sym):
+ return -sym & INDEX_MASK
+
+ cdef int setindex(self, int sym, int ind):
+ return -(-sym & ~INDEX_MASK | ind)
+
+ cdef int clearindex(self, int sym):
+ return -(-sym& ~INDEX_MASK)
+
+ cdef int match(self, int sym1, int sym2):
+ return self.clearindex(sym1) == self.clearindex(sym2);
+
+ cdef char* tocat(self, int sym):
+ return self.nonterminals.word((-sym >> INDEX_SHIFT)-1)
+
+ cdef int fromcat(self, char *s):
+ cdef int i
+ i = self.nonterminals.index(s)
+ if self.first_nonterminal == -1:
+ self.first_nonterminal = i
+ if i > self.last_nonterminal:
+ self.last_nonterminal = i
+ return -(i+1 << INDEX_SHIFT)
+
+ cdef char* tostring(self, int sym):
+ cdef int ind
+ if self.isvar(sym):
+ if sym in self.id2sym:
+ return self.id2sym[sym]
+ ind = self.getindex(sym)
+ if ind > 0:
+ self.id2sym[sym] = "[%s,%d]" % (self.tocat(sym), ind)
+ else:
+ self.id2sym[sym] = "[%s]" % self.tocat(sym)
+ return self.id2sym[sym]
+ else:
+ return self.terminals.word(sym)
+
+ cdef int fromstring(self, char *s, bint terminal):
+ """Warning: this method is allowed to alter s."""
+ cdef char *comma
+ cdef int n
+ n = strlen(s)
+ cdef char *sep
+ sep = strstr(s,"_SEP_")
+ if n >= 3 and s[0] == c'[' and s[n-1] == c']' and sep == NULL:
+ if terminal:
+ s1 = "\\"+s
+ return self.terminals.index(s1)
+ s[n-1] = c'\0'
+ s = s + 1
+ comma = strrchr(s, c',')
+ if comma != NULL:
+ comma[0] = c'\0'
+ return self.setindex(self.fromcat(s), strtol(comma+1, NULL, 10))
+ else:
+ return self.fromcat(s)
+ else:
+ return self.terminals.index(s)
+
+cdef Alphabet ALPHABET = Alphabet()
+
+cdef char* sym_tostring(int sym):
+ return ALPHABET.tostring(sym)
+
+cdef char* sym_tocat(int sym):
+ return ALPHABET.tocat(sym)
+
+cdef int sym_isvar(int sym):
+ return ALPHABET.isvar(sym)
+
+cdef int sym_getindex(int sym):
+ return ALPHABET.getindex(sym)
+
+cdef int sym_setindex(int sym, int id):
+ return ALPHABET.setindex(sym, id)
+
+def sym_fromstring(char* string, bint terminal):
+ return ALPHABET.fromstring(string, terminal)
diff --git a/python/src/sa/veb.pxi b/python/src/sa/veb.pxi
new file mode 100644
index 00000000..40af3a68
--- /dev/null
+++ b/python/src/sa/veb.pxi
@@ -0,0 +1,392 @@
+"""This module implements a partial stratified tree (van Emde Boas, 1977).
+Only insert findsucc, __iter__, and __contains__ are implemented.
+Delete is currently not supported.
+There is very little error-checking in this code -- it is designed
+to be used in the limited situation described in Lopez (EMNLP-CoNLL 2007),
+which doesn't cover all of the possible ways that you could misuse it
+(e.g. trying to insert a key larger than the universe size)
+Other notes -- this code is really rather ugly C code masquerading as
+Pyrex/Python. Virtual function calls are bypassed by hand in several
+places for the sake of efficiency, and other Python niceties are
+removed for the same reason."""
+
+from libc.stdlib cimport malloc, free
+from libc.math cimport log, ceil
+from libc.string cimport memset
+
+cdef int MIN_BOTTOM_SIZE = 32
+cdef int MIN_BOTTOM_BITS = 5
+cdef int LOWER_MASK[32]
+
+cdef void _init_lower_mask():
+ cdef unsigned i
+ cdef int mask = 0
+ for i in range(MIN_BOTTOM_SIZE):
+ mask = (mask << 1) + 1
+ LOWER_MASK[i] = mask
+
+_init_lower_mask()
+
+cdef struct _BitSet:
+ long bitset
+ int min_val
+ int max_val
+ int size
+
+
+cdef _BitSet* new_BitSet():
+ cdef _BitSet* b
+
+ b = <_BitSet*> malloc(sizeof(_BitSet))
+ b.bitset = 0
+ b.min_val = -1
+ b.max_val = -1
+ b.size = 0
+ return b
+
+
+cdef int bitset_findsucc(_BitSet* b, int i):
+ cdef int bitset, mask
+ cdef int low, high, mid
+
+ if b.max_val == -1 or i >= b.max_val:
+ return -1
+ if i < b.min_val:
+ return b.min_val
+
+ bitset = b.bitset & ~LOWER_MASK[i]
+ low = i+1
+ high = b.max_val+1
+ while low < high-1:
+ mid = (high + low)/2
+ mask = ~(LOWER_MASK[high-1] ^ LOWER_MASK[mid-1])
+ if bitset & mask == 0:
+ low = mid
+ else:
+ bitset = bitset & mask
+ high = mid
+ return low
+
+
+cdef int bitset_insert(_BitSet* b, int i):
+ cdef int val
+
+ val = 1 << i
+ if b.bitset & val == 0:
+ b.bitset = b.bitset | val
+ if b.size == 0:
+ b.min_val = i
+ b.max_val = i
+ else:
+ if i < b.min_val:
+ b.min_val = i
+ if i > b.max_val:
+ b.max_val = i
+ b.size = b.size + 1
+ return 1
+ return 0
+
+
+cdef int bitset_contains(_BitSet* b, int i):
+ cdef int val
+
+ val = 1 << i
+ if b.bitset & val == 0:
+ return 0
+ else:
+ return 1
+
+
+cdef class BitSetIterator:
+ cdef _BitSet* b
+ cdef int next_val
+
+ def __next__(self):
+ cdef int ret_val
+
+ if self.next_val == -1:
+ raise StopIteration()
+ ret_val = self.next_val
+ self.next_val = bitset_findsucc(self.b, ret_val)
+ return ret_val
+
+
+
+# This is a Python wrapper class to give access to the
+# (entirely C-implemented) _BitSet struct.
+# Very slow; use only for debugging
+cdef class BitSet:
+
+ cdef _BitSet* b
+
+ def __cinit__(self):
+ self.b = new_BitSet()
+
+ def __dealloc__(self):
+ free(self.b)
+
+ def __iter__(self):
+ cdef BitSetIterator it
+ it = BitSetIterator()
+ it.b = self.b
+ it.next_val = self.b.min_val
+ return it
+
+ def insert(self, i):
+ return bitset_insert(self.b, i)
+
+ def findsucc(self, i):
+ return bitset_findsucc(self.b, i)
+
+ def __str__(self):
+ return dec2bin(self.b.bitset)+" ("+str(self.b.size)+","+str(self.b.min_val)+","+str(self.b.max_val)+")"
+
+ def min(self):
+ return self.b.min_val
+
+ def max(self):
+ return self.b.max_val
+
+ def __len__(self):
+ return self.b.size
+
+ def __contains__(self, i):
+ return bool(bitset_contains(self.b, i))
+
+
+cdef str dec2bin(long i):
+ cdef str result = ""
+ cdef unsigned d
+ for d in range(MIN_BOTTOM_SIZE):
+ if i & LOWER_MASK[0] == 0:
+ result = "0"+result
+ else:
+ result = "1"+result
+ i = i >> 1
+ return result
+
+cdef struct _VEB:
+ int top_universe_size
+ int num_bottom_bits
+ int max_val
+ int min_val
+ int size
+ void* top
+ void** bottom
+
+cdef _VEB* new_VEB(int n):
+ cdef _VEB* veb
+ cdef int num_bits, num_top_bits, i
+
+ veb = <_VEB*> malloc(sizeof(_VEB))
+
+ num_bits = int(ceil(log(n) / log(2)))
+ veb.num_bottom_bits = num_bits/2
+ if veb.num_bottom_bits < MIN_BOTTOM_BITS:
+ veb.num_bottom_bits = MIN_BOTTOM_BITS
+ veb.top_universe_size = (n >> veb.num_bottom_bits) + 1
+
+ veb.bottom = <void**> malloc(veb.top_universe_size * sizeof(void*))
+ memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*))
+
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ veb.top = new_VEB(veb.top_universe_size)
+ else:
+ veb.top = new_BitSet()
+
+ veb.max_val = -1
+ veb.min_val = -1
+ veb.size = 0
+ return veb
+
+
+cdef int VEB_insert(_VEB* veb, int i):
+ cdef _VEB* subv
+ cdef _BitSet* subb
+ cdef int a, b, tmp
+
+ if veb.size == 0:
+ veb.min_val = i
+ veb.max_val = i
+ elif i == veb.min_val or i == veb.max_val:
+ return 0
+ else:
+ if i < veb.min_val:
+ tmp = i
+ i = veb.min_val
+ veb.min_val = tmp
+ a = i >> veb.num_bottom_bits
+ b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ if veb.bottom[a] == NULL:
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ subv = <_VEB*> veb.top
+ VEB_insert(subv, a)
+ else:
+ subb = <_BitSet*> veb.top
+ bitset_insert(subb, a)
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits)
+ else:
+ veb.bottom[a] = new_BitSet()
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ subv = <_VEB*> veb.bottom[a]
+ if VEB_insert(subv, b) == 0:
+ return 0
+ else:
+ subb = <_BitSet*> veb.bottom[a]
+ if bitset_insert(subb, b) == 0:
+ return 0
+
+ if i > veb.max_val:
+ veb.max_val = i
+ veb.size = veb.size + 1
+ return 1
+
+
+cdef del_VEB(_VEB* veb):
+ cdef int i
+
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ i = (<_VEB*> veb.top).min_val
+ else:
+ i = (<_BitSet*> veb.top).min_val
+
+ while i != -1:
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ del_VEB(<_VEB*> veb.bottom[i])
+ else:
+ free(<_BitSet*> veb.bottom[i])
+
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ i = VEB_findsucc(<_VEB*> veb.top, i)
+ else:
+ i = bitset_findsucc(<_BitSet*> veb.top, i)
+
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ del_VEB(<_VEB*> veb.top)
+ else:
+ free(<_BitSet*> veb.top)
+ free(veb.bottom)
+ free(veb)
+
+
+cdef int VEB_findsucc(_VEB* veb, int i):
+ cdef _VEB* subv
+ cdef _BitSet* subb
+ cdef int a, b, j, c, found
+
+ if veb.max_val == -1 or i>=veb.max_val:
+ return -1
+ if i < veb.min_val:
+ return veb.min_val
+
+ a = i >> veb.num_bottom_bits
+ b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ found = 0
+ if veb.bottom[a] != NULL:
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ subv = <_VEB*> veb.bottom[a]
+ if subv.max_val > b:
+ j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b)
+ found = 1
+ else:
+ subb = <_BitSet*> veb.bottom[a]
+ if subb.max_val > b:
+ j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b)
+ found = 1
+ if found==0:
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ subv = <_VEB*> veb.top
+ c = VEB_findsucc(subv, a)
+ else:
+ subb = <_BitSet*> veb.top
+ c = bitset_findsucc(subb, a)
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ subv = <_VEB*> veb.bottom[c]
+ j = (c << veb.num_bottom_bits) + subv.min_val
+ else:
+ subb = <_BitSet*> veb.bottom[c]
+ j = (c << veb.num_bottom_bits) + subb.min_val
+ return j
+
+
+cdef int VEB_contains(_VEB* veb, int i):
+ cdef _VEB* subv
+ cdef _BitSet* subb
+ cdef int a, b
+
+ if veb.size == 0 or i < veb.min_val or i > veb.max_val:
+ return 0
+
+ if veb.min_val == i:
+ return 1
+ else:
+ if veb.size == 1:
+ return 0
+
+ a = i >> veb.num_bottom_bits
+ b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ if veb.bottom[a] == NULL:
+ return 0
+ else:
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ subv = <_VEB*> veb.bottom[a]
+ return VEB_contains(subv, b)
+ else:
+ subb = <_BitSet*> veb.bottom[a]
+ return bitset_contains(subb, b)
+
+
+cdef class VEBIterator:
+ cdef _VEB* v
+ cdef int next_val
+
+ def __next__(self):
+ cdef int ret_val
+
+ if self.next_val == -1:
+ raise StopIteration()
+ ret_val = self.next_val
+ self.next_val = VEB_findsucc(self.v, ret_val)
+ return ret_val
+
+
+cdef class VEB:
+ cdef _VEB* veb
+ cdef int _findsucc(self, int i)
+ cdef int _insert(self, int i)
+ cdef int _first(self)
+
+ def __cinit__(self, int size):
+ self.veb = new_VEB(size)
+
+ def __dealloc__(self):
+ del_VEB(self.veb)
+
+ def __iter__(self):
+ cdef VEBIterator it
+ it = VEBIterator()
+ it.v = self.veb
+ it.next_val = self.veb.min_val
+ return it
+
+ def insert(self, i):
+ return VEB_insert(self.veb, i)
+
+ cdef int _insert(self, int i):
+ return VEB_insert(self.veb, i)
+
+ def findsucc(self, i):
+ return VEB_findsucc(self.veb, i)
+
+ cdef int _first(self):
+ return self.veb.min_val
+
+ cdef int _findsucc(self, int i):
+ return VEB_findsucc(self.veb, i)
+
+ def __len__(self):
+ return self.veb.size
+
+ def __contains__(self, i):
+ return VEB_contains(self.veb, i)
diff --git a/python/src/utils.pxd b/python/src/utils.pxd
index 94fab5ef..a1a4799b 100644
--- a/python/src/utils.pxd
+++ b/python/src/utils.pxd
@@ -9,7 +9,6 @@ cdef extern from "<iostream>" namespace "std":
pass
cdef cppclass istringstream(istream):
istringstream(char*)
- ostream cout
cdef extern from "utils/weights.h":
ctypedef double weight_t
@@ -18,14 +17,17 @@ cdef extern from "utils/logval.h":
cdef cppclass LogVal[T]:
double as_float()
- double log(LogVal[double]&)
+ ctypedef LogVal[double] prob_t
+
+ double log(prob_t&)
cdef extern from "utils/wordid.h":
ctypedef int WordID
cdef extern from "utils/small_vector.h":
cdef cppclass SmallVector[T]:
- pass
+ T& operator[](unsigned)
+ unsigned size()
cdef extern from "utils/sparse_vector.h":
cdef cppclass FastSparseVector[T]:
@@ -33,7 +35,6 @@ cdef extern from "utils/sparse_vector.h":
const_iterator(FastSparseVector[T]&, bint is_end)
pair[unsigned, T]* ptr "operator->" ()
const_iterator& operator++()
- bint operator==(const_iterator&)
bint operator!=(const_iterator&)
FastSparseVector()
FastSparseVector(FastSparseVector[T]&)
@@ -47,6 +48,7 @@ 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]&)
@@ -82,5 +84,14 @@ cdef extern from "utils/sampler.h":
cdef extern from "<boost/shared_ptr.hpp>" namespace "boost":
cdef cppclass shared_ptr[T]:
+ shared_ptr(T* ptr)
shared_ptr(shared_ptr& r)
T* get()
+
+cdef extern from "<boost/program_options.hpp>":
+ cdef cppclass variable_value "const boost::program_options::variable_value":
+ string as_str "as<std::string>" ()
+
+ cdef cppclass variables_map "const boost::program_options::variables_map":
+ unsigned count(char* name)
+ variable_value& operator[](char* name)
diff --git a/python/src/vectors.pxi b/python/src/vectors.pxi
index ce95968c..989a6a7c 100644
--- a/python/src/vectors.pxi
+++ b/python/src/vectors.pxi
@@ -1,7 +1,16 @@
from cython.operator cimport preincrement as pinc
cdef class DenseVector:
- cdef vector[weight_t]* vector # Not owned by DenseVector
+ cdef vector[weight_t]* vector
+ cdef bint owned # if True, do not manage memory
+
+ def __init__(self):
+ self.vector = new vector[weight_t]()
+ self.owned = False
+
+ def __dealloc__(self):
+ if not self.owned:
+ del self.vector
def __len__(self):
return self.vector.size()
@@ -28,7 +37,7 @@ cdef class DenseVector:
return other.dot(self)
def tosparse(self):
- cdef SparseVector sparse = SparseVector()
+ cdef SparseVector sparse = SparseVector.__new__(SparseVector)
sparse.vector = new FastSparseVector[weight_t]()
InitSparseVector(self.vector[0], sparse.vector)
return sparse
@@ -36,6 +45,9 @@ cdef class DenseVector:
cdef class SparseVector:
cdef FastSparseVector[weight_t]* vector
+ def __init__(self):
+ self.vector = new FastSparseVector[weight_t]()
+
def __dealloc__(self):
del self.vector
@@ -54,6 +66,7 @@ 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)
@@ -82,7 +95,7 @@ cdef class SparseVector:
return self.vector.nonzero(FDConvert(fname))
def __neg__(self):
- cdef SparseVector result = SparseVector()
+ cdef SparseVector result = SparseVector.__new__(SparseVector)
result.vector = new FastSparseVector[weight_t](self.vector[0])
result.vector[0] *= -1.0
return result
@@ -104,12 +117,12 @@ cdef class SparseVector:
return self
def __add__(SparseVector x, SparseVector y):
- cdef SparseVector result = SparseVector()
+ cdef SparseVector result = SparseVector.__new__(SparseVector)
result.vector = new FastSparseVector[weight_t](x.vector[0] + y.vector[0])
return result
def __sub__(SparseVector x, SparseVector y):
- cdef SparseVector result = SparseVector()
+ cdef SparseVector result = SparseVector.__new__(SparseVector)
result.vector = new FastSparseVector[weight_t](x.vector[0] - y.vector[0])
return result
@@ -118,7 +131,7 @@ cdef class SparseVector:
cdef float scalar
if isinstance(x, SparseVector): vector, scalar = x, y
else: vector, scalar = y, x
- cdef SparseVector result = SparseVector()
+ cdef SparseVector result = SparseVector.__new__(SparseVector)
result.vector = new FastSparseVector[weight_t](vector.vector[0] * scalar)
return result
@@ -127,6 +140,6 @@ cdef class SparseVector:
cdef float scalar
if isinstance(x, SparseVector): vector, scalar = x, y
else: vector, scalar = y, x
- cdef SparseVector result = SparseVector()
+ cdef SparseVector result = SparseVector.__new__(SparseVector)
result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar)
return result
generated by cgit v1.2.3 (git 2.39.1) at 2024-09-21 14:09:59 +0000