diff options
Diffstat (limited to 'python')
| -rw-r--r-- | python/src/_cdec.cpp | 10705 | ||||
| -rw-r--r-- | python/src/_cdec.pyx | 49 | ||||
| -rw-r--r-- | python/src/decoder.pxd | 4 | ||||
| -rw-r--r-- | python/src/hypergraph.pxd | 52 | ||||
| -rw-r--r-- | python/src/hypergraph.pxi | 161 | ||||
| -rw-r--r-- | python/src/lattice.pxi | 5 | ||||
| -rw-r--r-- | python/src/mteval.pxi | 10 | ||||
| -rw-r--r-- | python/src/trule.pxi | 55 | ||||
| -rw-r--r-- | python/src/utils.pxd | 12 | ||||
| -rw-r--r-- | python/test.py | 20 |
10 files changed, 9319 insertions, 1754 deletions
diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 3a127ba9..e86dcf7b 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Thu Jul 5 16:20:15 2012 */ +/* Generated by Cython 0.16 on Wed Jul 11 16:05:22 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -285,7 +285,9 @@ #include "utils/filelib.h" #include "utils/sampler.h" #include <boost/shared_ptr.hpp> +#include <boost/program_options.hpp> #include "decoder/lattice.h" +#include "decoder/trule.h" #include "decoder/hg.h" #include "decoder/viterbi.h" #include "decoder/hg_io.h" @@ -384,35 +386,51 @@ static const char *__pyx_f[] = { "vectors.pxi", "hypergraph.pxi", "lattice.pxi", + "trule.pxi", "mteval.pxi", }; /*--- Type declarations ---*/ struct __pyx_obj_5_cdec_Scorer; +struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config; +struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr; +struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr; +struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__; +struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__; struct __pyx_obj_5_cdec_CandidateSet; -struct __pyx_obj_5_cdec_SufficientStats; -struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__; +struct __pyx_obj_5_cdec_TRule; +struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees; +struct __pyx_obj_5_cdec_SegmentEvaluator; struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features; -struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree; +struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample; +struct __pyx_obj_5_cdec_Candidate; +struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__; +struct __pyx_obj_5_cdec_HypergraphEdge; +struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__; struct __pyx_obj_5_cdec_Decoder; -struct __pyx_obj_5_cdec_SegmentEvaluator; +struct __pyx_obj_5_cdec_HypergraphNode; struct __pyx_obj_5_cdec_SparseVector; -struct __pyx_obj_5_cdec_Hypergraph; -struct __pyx_obj_5_cdec_Lattice; +struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr; +struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__; struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest; -struct __pyx_obj_5_cdec_Candidate; -struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines; -struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample; struct __pyx_obj_5_cdec_DenseVector; -struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot; +struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines; +struct __pyx_obj_5_cdec_SufficientStats; +struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot; +struct __pyx_obj_5_cdec_Hypergraph; +struct __pyx_obj_5_cdec_Lattice; +struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase; +struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__; +struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__; struct __pyx_opt_args_5_cdec_as_str; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":3 - * cimport mteval +/* "_cdec.pyx":6 + * cimport decoder * * cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< * cdef bytes ret @@ -423,7 +441,7 @@ struct __pyx_opt_args_5_cdec_as_str { PyObject *error_msg; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":122 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112 * return CandidateSet(self) * * cdef class Scorer: # <<<<<<<<<<<<<< @@ -436,7 +454,124 @@ struct __pyx_obj_5_cdec_Scorer { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70 +/* "_cdec.pyx":27 + * class ParseFailed(Exception): pass + * + * def _make_config(config): # <<<<<<<<<<<<<< + * for key, value in config.items(): + * if isinstance(value, dict): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config { + PyObject_HEAD + PyObject *__pyx_v_config; + PyObject *__pyx_v_info; + PyObject *__pyx_v_key; + PyObject *__pyx_v_name; + PyObject *__pyx_v_value; + PyObject *__pyx_t_0; + PyObject *__pyx_t_1; + Py_ssize_t __pyx_t_2; + PyObject *(*__pyx_t_3)(PyObject *); + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); +}; + + +/* "_cdec.pyx":53 + * 'csplit', 'tagger', 'lexalign'): + * raise InvalidConfig('formalism "%s" unknown' % formalism) + * config_str = '\n'.join('%s = %s' % kv for kv in _make_config(config)) # <<<<<<<<<<<<<< + * cdef istringstream* config_stream = new istringstream(config_str) + * self.dec = new decoder.Decoder(config_stream) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *__pyx_outer_scope; + PyObject *__pyx_v_kv; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":2 + * def _phrase(phrase): + * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) # <<<<<<<<<<<<<< + * + * cdef class TRule: + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *__pyx_outer_scope; + PyObject *__pyx_v_w; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":53 + * return TDConvert(-self.rule.lhs_) + * + * def __str__(self): # <<<<<<<<<<<<<< + * scores = ' '.join('%s=%s' % feat for feat in self.scores) + * return '[%s] ||| %s ||| %s ||| %s' % (self.lhs, _phrase(self.f), _phrase(self.e), scores) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ { + PyObject_HEAD + struct __pyx_obj_5_cdec_TRule *__pyx_v_self; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":189 + * + * 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_13___get__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":49 + * return hypergraph.AsPLF(self.lattice[0], True).c_str() + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":121 + * + * property nodes: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.hg.nodes_.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ { + 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/mteval.pxi":60 * return result * * cdef class CandidateSet: # <<<<<<<<<<<<<< @@ -451,43 +586,78 @@ 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":195 * - * cdef class SufficientStats: # <<<<<<<<<<<<<< - * cdef mteval.SufficientStats* stats - * cdef mteval.EvaluationMetric* metric + * property out_edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.node.out_edges_.size()): */ -struct __pyx_obj_5_cdec_SufficientStats { +struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ { PyObject_HEAD - SufficientStats *stats; - EvaluationMetric *metric; + 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/vectors.pxi":55 - * self.vector.set_value(fid, value) +/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":4 + * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) + * + * cdef class TRule: # <<<<<<<<<<<<<< + * cdef hypergraph.TRule* rule * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) - * try: */ -struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { +struct __pyx_obj_5_cdec_TRule { PyObject_HEAD - size_t __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; + TRule *rule; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":60 +/* "/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_3_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/mteval.pxi":93 + * 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_SegmentEvaluator { + PyObject_HEAD + boost::shared_ptr<SegmentEvaluator> *scorer; + EvaluationMetric *metric; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61 + * del e_derivations + * * def kbest_features(self, size): # <<<<<<<<<<<<<< - * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) - * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation */ struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features { PyObject_HEAD @@ -502,28 +672,106 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":46 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 * 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 + * 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_3_kbest_tree { +struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample { PyObject_HEAD - KBest::KBestDerivations<std::vector<WordID>,ETreeTraversal>::Derivation *__pyx_v_derivation; - KBest::KBestDerivations<std::vector<WordID>,ETreeTraversal> *__pyx_v_derivations; + 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_size; - PyObject *__pyx_v_tree; - unsigned int __pyx_t_0; - long __pyx_t_1; + size_t __pyx_t_0; + unsigned int __pyx_t_1; }; -/* "_cdec.pyx":15 - * class ParseFailed(Exception): pass +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":12 + * return stats + * + * cdef class Candidate: # <<<<<<<<<<<<<< + * cdef mteval.Candidate* candidate + * cdef public float score + */ +struct __pyx_obj_5_cdec_Candidate { + PyObject_HEAD + const training::Candidate *candidate; + float score; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":115 + * + * property edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.hg.edges_.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_6___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/hypergraph.pxi":133 + * include "trule.pxi" + * + * 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; + const Hypergraph::Edge *edge; + struct __pyx_obj_5_cdec_TRule *trule; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":55 + * self.vector.set_value(fid, value) + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) + * try: + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { + PyObject_HEAD + size_t __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; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":44 + * return self.stats.size() + * + * def __iter__(self): # <<<<<<<<<<<<<< + * for i in range(len(self)): + * yield self.stats[0][i] + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_18___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 *); +}; + + +/* "_cdec.pyx":38 + * yield key, bytes(value) * * cdef class Decoder: # <<<<<<<<<<<<<< * cdef decoder.Decoder* dec @@ -536,17 +784,18 @@ 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":179 + * 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; + const Hypergraph::Node *node; }; @@ -563,30 +812,35 @@ struct __pyx_obj_5_cdec_SparseVector { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":4 - * cimport kbest as kb +/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":54 * - * cdef class Hypergraph: # <<<<<<<<<<<<<< - * cdef hypergraph.Hypergraph* hg - * cdef MT19937* rng + * 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_Hypergraph { +struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr { PyObject_HEAD - Hypergraph *hg; - MT19937 *rng; + struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *__pyx_outer_scope; + PyObject *__pyx_v_feat; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":3 - * cimport lattice - * - * cdef class Lattice: # <<<<<<<<<<<<<< - * cdef lattice.Lattice* lattice +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":153 * + * property tail_nodes: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.edge.tail_nodes_.size()): */ -struct __pyx_obj_5_cdec_Lattice { +struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ { PyObject_HEAD - Lattice *lattice; + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self; + unsigned int __pyx_t_0; + unsigned int __pyx_t_1; }; @@ -606,12 +860,12 @@ 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/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 { PyObject_HEAD @@ -619,37 +873,35 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest { 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/vectors.pxi":3 + * from cython.operator cimport preincrement as pinc + * + * cdef class DenseVector: # <<<<<<<<<<<<<< + * cdef vector[weight_t]* vector # Not owned by DenseVector * - * cdef class Candidate: # <<<<<<<<<<<<<< - * cdef mteval.Candidate* candidate - * cdef public float score */ -struct __pyx_obj_5_cdec_Candidate { +struct __pyx_obj_5_cdec_DenseVector { PyObject_HEAD - const training::Candidate *candidate; - float score; + std::vector<weight_t> *vector; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":59 +/* "/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_8_lines { +struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines { PyObject_HEAD - struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *__pyx_outer_scope; + struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *__pyx_outer_scope; PyObject *__pyx_v_delta; PyObject *__pyx_v_i; PyObject *__pyx_v_label; @@ -663,79 +915,92 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":26 + * return fmap * - * def sample(self, unsigned n): # <<<<<<<<<<<<<< - * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() - * if self.rng == NULL: + * cdef class SufficientStats: # <<<<<<<<<<<<<< + * cdef mteval.SufficientStats* stats + * cdef mteval.EvaluationMetric* metric */ -struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample { +struct __pyx_obj_5_cdec_SufficientStats { 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; + SufficientStats *stats; + EvaluationMetric *metric; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3 - * from cython.operator cimport preincrement as pinc +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":57 + * del self.lattice * - * cdef class DenseVector: # <<<<<<<<<<<<<< - * cdef vector[weight_t]* vector # Not owned by DenseVector + * def todot(self): # <<<<<<<<<<<<<< + * def lines(): + * yield 'digraph lattice {' + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot { + PyObject_HEAD + struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":4 + * cimport kbest * + * cdef class Hypergraph: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef MT19937* rng */ -struct __pyx_obj_5_cdec_DenseVector { +struct __pyx_obj_5_cdec_Hypergraph { PyObject_HEAD - std::vector<weight_t> *vector; + Hypergraph *hg; + MT19937 *rng; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":50 - * return hypergraph.AsPLF(self.lattice[0], True).c_str() +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":3 + * cimport lattice + * + * cdef class Lattice: # <<<<<<<<<<<<<< + * cdef lattice.Lattice* lattice * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(len(self)): */ -struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ { +struct __pyx_obj_5_cdec_Lattice { 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; + Lattice *lattice; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":54 - * return self.stats.size() +/* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":1 + * def _phrase(phrase): # <<<<<<<<<<<<<< + * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) * - * def __iter__(self): # <<<<<<<<<<<<<< - * for i in range(len(self)): - * yield self.stats[0][i] */ -struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase { 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 *); + PyObject *__pyx_v_phrase; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":95 +/* "_cdec.pyx":42 + * cdef DenseVector weights + * + * def __cinit__(self, config_str=None, **config): # <<<<<<<<<<<<<< + * """ Configuration can be given as a string: + * Decoder('formalism = scfg') + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ { + PyObject_HEAD + PyObject *__pyx_v_config; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 * return candidate * * def __iter__(self): # <<<<<<<<<<<<<< * cdef unsigned i * for i in range(len(self)): */ -struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ { +struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ { PyObject_HEAD unsigned int __pyx_v_i; struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self; @@ -744,18 +1009,33 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 - * del self.lattice + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":179 + * 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":133 + * include "trule.pxi" + * + * cdef class HypergraphEdge: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef hypergraph.HypergraphEdge* edge + */ + +struct __pyx_vtabstruct_5_cdec_HypergraphEdge { + PyObject *(*init)(struct __pyx_obj_5_cdec_HypergraphEdge *, Hypergraph *, unsigned int); +}; +static struct __pyx_vtabstruct_5_cdec_HypergraphEdge *__pyx_vtabptr_5_cdec_HypergraphEdge; #ifndef CYTHON_REFNANNY #define CYTHON_REFNANNY 0 #endif @@ -838,6 +1118,27 @@ static CYTHON_INLINE PyObject* __Pyx_PyBoolOrNull_FromLong(long b) { return unlikely(b < 0) ? NULL : __Pyx_PyBool_FromLong(b); } +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { + if (likely(PyList_CheckExact(L))) { + if (PyList_Append(L, x) < 0) return NULL; + Py_INCREF(Py_None); + return Py_None; /* this is just to have an accurate signature */ + } + else { + PyObject *r, *m; + m = __Pyx_GetAttrString(L, "append"); + if (!m) return NULL; + r = PyObject_CallFunctionObjArgs(m, x, NULL); + Py_DECREF(m); + return r; + } +} + +#define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL); +static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject *, PyObject *); /*proto*/ + static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); @@ -916,8 +1217,6 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i) return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); } -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); - static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ #define __Pyx_PyObject_AsDouble(obj) \ ((likely(PyFloat_CheckExact(obj))) ? \ @@ -977,6 +1276,18 @@ static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, PyObject *tuple); static int __Pyx_CyFunction_init(void); +#include <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 *); @@ -1009,6 +1320,9 @@ static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename); /*proto*/ + static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ #define __Pyx_Generator_USED @@ -1030,11 +1344,10 @@ static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, PyObject *closure); static int __pyx_Generator_init(void); -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename); /*proto*/ - static int __Pyx_check_binary_version(void); +static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ + typedef struct { int code_line; PyCodeObject* code_object; @@ -1079,6 +1392,9 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ static PyTypeObject *__pyx_ptype_5_cdec_DenseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_SparseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; +static PyTypeObject *__pyx_ptype_5_cdec_TRule = 0; +static PyTypeObject *__pyx_ptype_5_cdec_HypergraphEdge = 0; +static PyTypeObject *__pyx_ptype_5_cdec_HypergraphNode = 0; static PyTypeObject *__pyx_ptype_5_cdec_Lattice = 0; static PyTypeObject *__pyx_ptype_5_cdec_Candidate = 0; static PyTypeObject *__pyx_ptype_5_cdec_SufficientStats = 0; @@ -1089,14 +1405,26 @@ static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_trees = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5_sample = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7_todot = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8_lines = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_9___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_10___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8__phrase = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_9_genexpr = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_10___str__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_11_genexpr = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_12___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_13___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_14___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_15___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_16_todot = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_17_lines = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_18___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_19___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_20__make_config = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_21___cinit__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_22_genexpr = 0; static char *__pyx_f_5_cdec_as_str(PyObject *, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args); /*proto*/ static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject *, PyObject *); /*proto*/ #define __Pyx_MODULE_NAME "_cdec" @@ -1104,9 +1432,9 @@ int __pyx_module_is_main__cdec = 0; /* Implementation of '_cdec' */ static PyObject *__pyx_builtin_Exception; +static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_KeyError; static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_NotImplemented; static PyObject *__pyx_builtin_eval; static PyObject *__pyx_builtin_enumerate; @@ -1142,17 +1470,44 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_35__div__(PyObject *__pyx_v_x, P #endif static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_source_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_joshua(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_10kbest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, struct __pyx_obj_5_cdec_Lattice *__pyx_v_lat); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_beam_alpha, PyObject *__pyx_v_density, PyObject *__pyx_v_kwargs); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_28reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_5edges___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_5nodes___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_4goal___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_phrase); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_5arity___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_1f___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_1e___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_6scores___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_3lhs___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule___str__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_14HypergraphEdge___len__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_9head_node___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_10tail_nodes___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4span___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_14feature_values___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4prob___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_2__richcmp__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_y, int __pyx_v_op); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_5trule___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_2__set__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_4__del__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_4span___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_3cat___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode___richcmp__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_y, int __pyx_v_op); /* proto */ static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */ @@ -1186,45 +1541,70 @@ static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__p static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */ static PyObject *__pyx_pf_5_cdec_6Scorer_6__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, char *__pyx_v_config); /* proto */ +static PyObject *__pyx_pf_5_cdec_2_make_config(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_config); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_9__cinit___genexpr(PyObject *__pyx_self); /* proto */ +static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_config_str, PyObject *__pyx_v_config); /* proto */ static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_cfg); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_9formalism___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_sentence, PyObject *__pyx_v_grammar); /* proto */ -static char __pyx_k_1[] = "cannot take the dot product of %s and SparseVector"; -static char __pyx_k_2[] = "comparison not implemented for SparseVector"; -static char __pyx_k_10[] = "csplit_preserve_full_word"; -static char __pyx_k_11[] = "cannot reweight hypergraph with %s"; -static char __pyx_k_13[] = "Cannot create lattice from %s"; -static char __pyx_k_14[] = "lattice index out of range"; -static char __pyx_k_19[] = "digraph lattice {"; - static char __pyx_k_20[] = "rankdir = LR;"; - static char __pyx_k_21[] = "node [shape=circle];"; - static char __pyx_k_22[] = "%d -> %d [label=\"%s\"];"; - static char __pyx_k_23[] = "\""; - static char __pyx_k_24[] = "\\\""; - static char __pyx_k_26[] = "%d [shape=doublecircle]"; -static char __pyx_k_27[] = "}"; -static char __pyx_k_30[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi"; -static char __pyx_k_31[] = "\n"; -static char __pyx_k_33[] = "Cannot convert type %s to str"; -static char __pyx_k_35[] = "candidate set index out of range"; -static char __pyx_k_37[] = "cannot initialize weights with %s"; -static char __pyx_k_40[] = "Cannot translate input type %s"; +static char __pyx_k_1[] = "Cannot convert type %s to str"; +static char __pyx_k_3[] = "cannot take the dot product of %s and SparseVector"; +static char __pyx_k_4[] = "comparison not implemented for SparseVector"; +static char __pyx_k_6[] = "csplit_preserve_full_word"; +static char __pyx_k_7[] = "cannot reweight hypergraph with %s"; +static char __pyx_k_8[] = "[%s,%d]"; +static char __pyx_k_10[] = " "; +static char __pyx_k_11[] = "%s=%s"; +static char __pyx_k_12[] = "[%s] ||| %s ||| %s ||| %s"; +static char __pyx_k_13[] = "comparison not implemented for HypergraphEdge"; +static char __pyx_k_15[] = "comparison not implemented for HypergraphNode"; +static char __pyx_k_18[] = "Cannot create lattice from %s"; +static char __pyx_k_19[] = "lattice index out of range"; +static char __pyx_k_23[] = "digraph lattice {"; + static char __pyx_k_24[] = "rankdir = LR;"; + static char __pyx_k_25[] = "node [shape=circle];"; + static char __pyx_k_26[] = "%d -> %d [label=\"%s\"];"; + static char __pyx_k_27[] = "\""; + static char __pyx_k_28[] = "\\\""; + static char __pyx_k_30[] = "%d [shape=doublecircle]"; +static char __pyx_k_31[] = "}"; +static char __pyx_k_34[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi"; +static char __pyx_k_35[] = "\n"; +static char __pyx_k_37[] = "candidate set index out of range"; +static char __pyx_k_39[] = "%s %s"; +static char __pyx_k_40[] = "%s = %s"; +static char __pyx_k_42[] = "formalism \"%s\" unknown"; +static char __pyx_k_43[] = "cannot initialize weights with %s"; +static char __pyx_k_44[] = "#"; +static char __pyx_k_48[] = "Cannot translate input type %s"; +static char __pyx_k_51[] = "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi"; +static char __pyx_k_56[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx"; +static char __pyx_k__e[] = "e"; +static char __pyx_k__f[] = "f"; static char __pyx_k__i[] = "i"; static char __pyx_k__k[] = "k"; +static char __pyx_k__pb[] = "pb"; static char __pyx_k__TER[] = "TER"; static char __pyx_k__dot[] = "dot"; +static char __pyx_k__fst[] = "fst"; +static char __pyx_k__get[] = "get"; static char __pyx_k__inp[] = "inp"; +static char __pyx_k__key[] = "key"; +static char __pyx_k__lhs[] = "lhs"; static char __pyx_k__plf[] = "plf"; static char __pyx_k__BLEU[] = "BLEU"; static char __pyx_k__eval[] = "eval"; +static char __pyx_k__info[] = "info"; static char __pyx_k__join[] = "join"; static char __pyx_k__name[] = "name"; static char __pyx_k__open[] = "open"; static char __pyx_k__refs[] = "refs"; +static char __pyx_k__scfg[] = "scfg"; static char __pyx_k__self[] = "self"; +static char __pyx_k__span[] = "span"; static char __pyx_k__utf8[] = "utf8"; static char __pyx_k___cdec[] = "_cdec"; static char __pyx_k__delta[] = "delta"; @@ -1234,11 +1614,17 @@ static char __pyx_k__lines[] = "lines"; static char __pyx_k__range[] = "range"; static char __pyx_k__split[] = "split"; static char __pyx_k__strip[] = "strip"; +static char __pyx_k__value[] = "value"; static char __pyx_k__config[] = "config"; -static char __pyx_k__decode[] = "decode"; +static char __pyx_k__csplit[] = "csplit"; static char __pyx_k__encode[] = "encode"; +static char __pyx_k__phrase[] = "phrase"; +static char __pyx_k__scores[] = "scores"; +static char __pyx_k__tagger[] = "tagger"; static char __pyx_k__weight[] = "weight"; +static char __pyx_k___phrase[] = "_phrase"; static char __pyx_k__density[] = "density"; +static char __pyx_k__genexpr[] = "genexpr"; static char __pyx_k__grammar[] = "grammar"; static char __pyx_k__replace[] = "replace"; static char __pyx_k__IBM_BLEU[] = "IBM_BLEU"; @@ -1247,41 +1633,62 @@ static char __pyx_k____exit__[] = "__exit__"; static char __pyx_k____main__[] = "__main__"; static char __pyx_k____test__[] = "__test__"; static char __pyx_k__encoding[] = "encoding"; +static char __pyx_k__in_edges[] = "in_edges"; +static char __pyx_k__lexalign[] = "lexalign"; +static char __pyx_k__lextrans[] = "lextrans"; static char __pyx_k__sentence[] = "sentence"; static char __pyx_k__Exception[] = "Exception"; static char __pyx_k__TypeError[] = "TypeError"; static char __pyx_k____enter__[] = "__enter__"; static char __pyx_k__enumerate[] = "enumerate"; static char __pyx_k__evaluator[] = "evaluator"; +static char __pyx_k__formalism[] = "formalism"; static char __pyx_k__IndexError[] = "IndexError"; 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___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_kp_s_15; +static PyObject 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PyObject *__pyx_n_s__BLEU; static PyObject *__pyx_n_s__Exception; static PyObject *__pyx_n_s__IBM_BLEU; static PyObject *__pyx_n_s__IndexError; +static PyObject *__pyx_n_s__InvalidConfig; static PyObject *__pyx_n_s__KeyError; static PyObject *__pyx_n_s__NotImplemented; static PyObject *__pyx_n_s__ParseFailed; @@ -1292,62 +1699,219 @@ static PyObject *__pyx_n_s____exit__; static PyObject *__pyx_n_s____main__; static PyObject *__pyx_n_s____test__; static PyObject *__pyx_n_s___cdec; +static PyObject *__pyx_n_s___make_config; +static PyObject *__pyx_n_s___phrase; static PyObject *__pyx_n_s__beam_alpha; 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__evaluator; +static PyObject *__pyx_n_s__f; +static PyObject *__pyx_n_s__formalism; +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__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__refs; static PyObject *__pyx_n_s__replace; +static PyObject *__pyx_n_s__scfg; +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__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_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_14; static PyObject *__pyx_k_tuple_16; static PyObject *__pyx_k_tuple_17; -static PyObject *__pyx_k_tuple_18; -static PyObject *__pyx_k_tuple_25; -static PyObject *__pyx_k_tuple_28; +static PyObject *__pyx_k_tuple_20; +static PyObject *__pyx_k_tuple_21; +static PyObject *__pyx_k_tuple_22; +static PyObject *__pyx_k_tuple_29; static PyObject *__pyx_k_tuple_32; -static PyObject *__pyx_k_tuple_34; static PyObject *__pyx_k_tuple_36; static PyObject *__pyx_k_tuple_38; -static PyObject *__pyx_k_tuple_39; static PyObject *__pyx_k_tuple_41; -static PyObject *__pyx_k_tuple_42; -static PyObject *__pyx_k_codeobj_29; +static PyObject *__pyx_k_tuple_45; +static PyObject *__pyx_k_tuple_46; +static PyObject *__pyx_k_tuple_47; +static PyObject *__pyx_k_tuple_49; +static PyObject *__pyx_k_tuple_52; +static PyObject *__pyx_k_tuple_53; +static PyObject *__pyx_k_tuple_54; +static PyObject *__pyx_k_codeobj_33; +static PyObject *__pyx_k_codeobj_50; +static PyObject *__pyx_k_codeobj_55; + +/* "_cdec.pyx":6 + * cimport decoder + * + * cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< + * cdef bytes ret + * if isinstance(sentence, unicode): + */ + +static char *__pyx_f_5_cdec_as_str(PyObject *__pyx_v_sentence, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args) { + PyObject *__pyx_v_error_msg = ((PyObject *)__pyx_kp_s_1); + PyObject *__pyx_v_ret = 0; + char *__pyx_r; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + char *__pyx_t_4; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("as_str", 0); + if (__pyx_optional_args) { + if (__pyx_optional_args->__pyx_n > 0) { + __pyx_v_error_msg = __pyx_optional_args->error_msg; + } + } + + /* "_cdec.pyx":8 + * 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 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__pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L5;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L5;} } __pyx_L8_break:; } - /* "/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): */ /*finally:*/ { int __pyx_why; @@ -4026,8 +4607,8 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_12generator2(__pyx_GeneratorObject __pyx_why = 0; goto __pyx_L6; __pyx_L5: { __pyx_why = 4; - __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); __pyx_exc_lineno = __pyx_lineno; goto __pyx_L6; @@ -4060,33 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- __pyx_cur_scope->__pyx_v_derivations = new KBest::KBestDerivations<std::vector<WordID>,ETreeTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); + __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_cur_scope->__pyx_v_f_derivations = new KBest::KBestDerivations<std::vector<WordID>,FTreeTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":51 - * cdef str tree + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":46 + * cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal]* f_derivations = new kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal](self.hg[0], size) + * cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal].Derivation* f_derivation + * cdef 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"/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":54 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":52 * 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') */ - __pyx_t_3 = (!(__pyx_cur_scope->__pyx_v_derivation != 0)); - if (__pyx_t_3) { + __pyx_cur_scope->__pyx_v_e_derivation = __pyx_cur_scope->__pyx_v_e_derivations->LazyKthBest((__pyx_cur_scope->__pyx_v_self->hg->nodes_.size() - 1), __pyx_cur_scope->__pyx_v_k); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":53 + * f_derivation = 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derivation + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size) { @@ -4324,7 +4980,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_size); __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_size); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_18generator4, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = 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= 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: # <<<<<<<<<<<<<< @@ -4381,18 +5037,18 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject */ /*try:*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":66 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":67 * cdef unsigned k * try: * for k in range(size): # <<<<<<<<<<<<<< * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) * if not derivation: break */ - __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L5;} + __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L5;} for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_2; __pyx_t_1+=1) { __pyx_cur_scope->__pyx_v_k = __pyx_t_1; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":67 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":68 * try: * for k in range(size): * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<< @@ -4401,7 +5057,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject */ __pyx_cur_scope->__pyx_v_derivation = __pyx_cur_scope->__pyx_v_derivations->LazyKthBest((__pyx_cur_scope->__pyx_v_self->hg->nodes_.size() - 1), __pyx_cur_scope->__pyx_v_k); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":68 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69 * for k in range(size): * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) * if not derivation: break # <<<<<<<<<<<<<< @@ -4415,14 +5071,14 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject } __pyx_L9:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":70 * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) * if not derivation: break * fmap = SparseVector() # <<<<<<<<<<<<<< * fmap.vector = new FastSparseVector[weight_t](derivation._yield) * yield fmap */ - __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L5;} + __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L5;} __Pyx_GOTREF(__pyx_t_4); __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); @@ -4430,7 +5086,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject __pyx_cur_scope->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_4); __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":70 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":71 * if not derivation: break * fmap = SparseVector() * fmap.vector = new FastSparseVector[weight_t](derivation._yield) # <<<<<<<<<<<<<< @@ -4439,7 +5095,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject */ __pyx_cur_scope->__pyx_v_fmap->vector = new FastSparseVector<weight_t>(__pyx_cur_scope->__pyx_v_derivation->yield); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":71 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":72 * fmap = SparseVector() * fmap.vector = new FastSparseVector[weight_t](derivation._yield) * yield fmap # <<<<<<<<<<<<<< @@ -4458,12 +5114,12 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject __pyx_L10_resume_from_yield:; __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L5;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L5;} } __pyx_L8_break:; } - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":73 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":74 * yield fmap * finally: * del derivations # <<<<<<<<<<<<<< @@ -4517,7 +5173,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, P __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("sample (wrapper)", 0); assert(__pyx_arg_n); { - __pyx_v_n = __Pyx_PyInt_AsUnsignedInt(__pyx_arg_n); if (unlikely((__pyx_v_n == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_n = __Pyx_PyInt_AsUnsignedInt(__pyx_arg_n); if (unlikely((__pyx_v_n == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -4530,7 +5186,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, P return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 * del derivations * * def sample(self, unsigned n): # <<<<<<<<<<<<<< @@ -4557,7 +5213,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_H __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __pyx_cur_scope->__pyx_v_n = __pyx_v_n; { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_21generator5, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_21generator5, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -4594,9 +5250,9 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":77 * * def sample(self, unsigned n): * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() # <<<<<<<<<<<<<< @@ -4605,7 +5261,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject */ __pyx_cur_scope->__pyx_v_hypos = new std::vector<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): * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() * if self.rng == NULL: # <<<<<<<<<<<<<< @@ -4615,33 +5271,33 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject __pyx_t_1 = (__pyx_cur_scope->__pyx_v_self->rng == NULL); if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":79 * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() * if self.rng == NULL: * self.rng = new MT19937() # <<<<<<<<<<<<<< * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) - * cdef str sentence + * cdef unsigned k */ __pyx_cur_scope->__pyx_v_self->rng = new MT19937(); goto __pyx_L4; } __pyx_L4:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":79 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":80 * if self.rng == NULL: * self.rng = new MT19937() * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) # <<<<<<<<<<<<<< - * cdef str sentence * cdef unsigned k + * try: */ HypergraphSampler::sample_hypotheses((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_cur_scope->__pyx_v_n, __pyx_cur_scope->__pyx_v_self->rng, __pyx_cur_scope->__pyx_v_hypos); /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":82 - * cdef str sentence + * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) * cdef unsigned k * try: # <<<<<<<<<<<<<< * for k in range(hypos.size()): - * sentence = GetString(hypos[0][k].words).c_str() + * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') */ /*try:*/ { @@ -4649,8 +5305,8 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject * 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: */ __pyx_t_2 = __pyx_cur_scope->__pyx_v_hypos->size(); for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { @@ -4659,33 +5315,25 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":84 * try: * for k in range(hypos.size()): - * sentence = GetString(hypos[0][k].words).c_str() # <<<<<<<<<<<<<< - * yield sentence.decode('utf8') + * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') # <<<<<<<<<<<<<< * finally: + * del hypos */ __pyx_t_4 = PyBytes_FromString(TD::GetString(((__pyx_cur_scope->__pyx_v_hypos[0])[__pyx_cur_scope->__pyx_v_k]).words).c_str()); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} __Pyx_GOTREF(((PyObject *)__pyx_t_4)); - if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_4)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_4))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} - __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); - __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); + __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} + __Pyx_GOTREF(__pyx_t_5); + PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_4)); __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); - __pyx_cur_scope->__pyx_v_sentence = ((PyObject*)__pyx_t_4); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_t_5, 1, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __pyx_t_4 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":85 - * for k in range(hypos.size()): - * sentence = GetString(hypos[0][k].words).c_str() - * yield sentence.decode('utf8') # <<<<<<<<<<<<<< - * finally: - * del hypos - */ - __pyx_t_4 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_sentence), __pyx_n_s__decode); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;} + __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_9), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;} - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_r = __pyx_t_5; - __pyx_t_5 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; + __pyx_r = __pyx_t_4; + __pyx_t_4 = 0; __pyx_cur_scope->__pyx_t_0 = __pyx_t_2; __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; __Pyx_XGIVEREF(__pyx_r); @@ -4696,16 +5344,16 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject __pyx_L10_resume_from_yield:; __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; __pyx_t_3 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} } } - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":87 - * yield sentence.decode('utf8') + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":86 + * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') * finally: * del hypos # <<<<<<<<<<<<<< * - * # TODO richer k-best/sample output (feature vectors, trees?) + * def intersect(self, Lattice lat): */ /*finally:*/ { int __pyx_why; @@ -4715,8 +5363,8 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject __pyx_why = 0; goto __pyx_L7; __pyx_L6: { __pyx_why = 4; - __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); __pyx_exc_lineno = __pyx_lineno; goto __pyx_L7; @@ -4753,7 +5401,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("intersect (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_lat), __pyx_ptype_5_cdec_Lattice, 1, "lat", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_lat), __pyx_ptype_5_cdec_Lattice, 1, "lat", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_10Hypergraph_22intersect(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_lat)); goto __pyx_L0; __pyx_L1_error:; @@ -4763,8 +5411,8 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91 - * # TODO richer k-best/sample output (feature vectors, trees?) +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":88 + * del hypos * * def intersect(self, Lattice lat): # <<<<<<<<<<<<<< * return hypergraph.Intersect(lat.lattice[0], self.hg) @@ -4780,7 +5428,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cde int __pyx_clineno = 0; __Pyx_RefNannySetupContext("intersect", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":92 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":89 * * def intersect(self, Lattice lat): * return hypergraph.Intersect(lat.lattice[0], self.hg) # <<<<<<<<<<<<<< @@ -4788,7 +5436,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cde * def prune(self, beam_alpha=0, density=0, **kwargs): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong(HG::Intersect((__pyx_v_lat->lattice[0]), __pyx_v_self->hg)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBool_FromLong(HG::Intersect((__pyx_v_lat->lattice[0]), __pyx_v_self->hg)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -4845,7 +5493,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_25prune(PyObject *__pyx_v_self, Py } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, __pyx_v_kwargs, values, pos_args, "prune") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, __pyx_v_kwargs, values, pos_args, "prune") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch 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hypergraph.Intersect(lat.lattice[0], self.hg) * * def prune(self, beam_alpha=0, density=0, **kwargs): # <<<<<<<<<<<<<< @@ -4893,7 +5541,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hy 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 * * def prune(self, beam_alpha=0, density=0, **kwargs): * cdef hypergraph.EdgeMask* preserve_mask = NULL # <<<<<<<<<<<<<< @@ -4902,17 +5550,17 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hy */ __pyx_v_preserve_mask = NULL; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":96 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":93 * def prune(self, beam_alpha=0, density=0, **kwargs): * cdef hypergraph.EdgeMask* preserve_mask = NULL * if 'csplit_preserve_full_word' in kwargs: # <<<<<<<<<<<<<< * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True */ - __pyx_t_1 = ((PyDict_Contains(((PyObject *)__pyx_v_kwargs), ((PyObject *)__pyx_n_s_10)))); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((PyDict_Contains(((PyObject *)__pyx_v_kwargs), ((PyObject *)__pyx_n_s_6)))); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":97 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":94 * cdef hypergraph.EdgeMask* preserve_mask = NULL * if 'csplit_preserve_full_word' in kwargs: * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) # <<<<<<<<<<<<<< @@ -4921,7 +5569,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hy */ __pyx_v_preserve_mask = new std::vector<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 # <<<<<<<<<<<<<< @@ -4933,18 +5581,18 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hy } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":99 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":96 * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) # <<<<<<<<<<<<<< * if preserve_mask: * del preserve_mask */ - __pyx_t_2 = __pyx_PyFloat_AsDouble(__pyx_v_beam_alpha); if 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"/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":97 * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) * if preserve_mask: # <<<<<<<<<<<<<< @@ -4954,7 +5602,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hy __pyx_t_1 = (__pyx_v_preserve_mask != 0); if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":101 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":98 * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) * if preserve_mask: * del preserve_mask # <<<<<<<<<<<<<< @@ -4988,7 +5636,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_27lattice(PyObject *__pyx_v_self, return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":103 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":100 * del preserve_mask * * def lattice(self): # TODO direct hg -> lattice 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+ __Pyx_RefNannyFinishContext(); + return __pyx_r; +} /* Python wrapper */ static int __pyx_pw_5_cdec_7Lattice_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ @@ -5377,7 +8672,7 @@ static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__ */ __pyx_t_1 = PyObject_GetAttr(__pyx_v_inp, __pyx_n_s__encode); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_12), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_17), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_v_inp); @@ -5408,7 +8703,7 @@ static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__ * self.lattice = new lattice.Lattice() * lattice.ConvertTextToLattice(string(<char *>inp), self.lattice) */ - __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_13), ((PyObject *)Py_TYPE(__pyx_v_inp))); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_18), ((PyObject *)Py_TYPE(__pyx_v_inp))); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_4)); __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); @@ -5495,8 +8790,8 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_L 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return tuple(arcs) # <<<<<<<<<<<<<< * * def __setitem__(self, int index, tuple arcs): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_9 = ((PyObject *)PyList_AsTuple(__pyx_v_arcs)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_9)); - __pyx_r = ((PyObject *)__pyx_t_9); - __pyx_t_9 = 0; + __pyx_t_8 = ((PyObject *)PyList_AsTuple(__pyx_v_arcs)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_8)); + __pyx_r = ((PyObject *)__pyx_t_8); + __pyx_t_8 = 0; goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); @@ -5651,7 +8950,6 @@ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_L __Pyx_XDECREF(__pyx_t_4); __Pyx_XDECREF(__pyx_t_7); __Pyx_XDECREF(__pyx_t_8); - __Pyx_XDECREF(__pyx_t_9); __Pyx_AddTraceback("_cdec.Lattice.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; __pyx_L0:; @@ -5670,7 +8968,7 @@ static int __pyx_pw_5_cdec_7Lattice_5__setitem__(PyObject *__pyx_v_self, PyObjec __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__setitem__ (wrapper)", 0); assert(__pyx_arg_index); { - __pyx_v_index = __Pyx_PyInt_AsInt(__pyx_arg_index); if (unlikely((__pyx_v_index == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_index = __Pyx_PyInt_AsInt(__pyx_arg_index); if (unlikely((__pyx_v_index == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -5678,7 +8976,7 @@ static int __pyx_pw_5_cdec_7Lattice_5__setitem__(PyObject *__pyx_v_self, PyObjec __Pyx_RefNannyFinishContext(); return -1; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arcs), (&PyTuple_Type), 1, "arcs", 1))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arcs), (&PyTuple_Type), 1, "arcs", 1))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_7Lattice_4__setitem__(((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_self), ((int)__pyx_v_index), ((PyObject*)__pyx_v_arcs)); goto __pyx_L0; __pyx_L1_error:; @@ -5688,7 +8986,7 @@ static int __pyx_pw_5_cdec_7Lattice_5__setitem__(PyObject *__pyx_v_self, PyObjec return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":33 +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":32 * return tuple(arcs) * * def __setitem__(self, int index, tuple arcs): # <<<<<<<<<<<<<< @@ -5721,7 +9019,7 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__setitem__", 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"/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":37 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":36 * raise IndexError('lattice index out of range') * cdef lattice.LatticeArc* arc * for (label, cost, dist2next) in arcs: # <<<<<<<<<<<<<< @@ -5760,7 +9058,7 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice * label = label.encode('utf8') */ if (unlikely(((PyObject *)__pyx_v_arcs) == Py_None)) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_t_4 = ((PyObject *)__pyx_v_arcs); __Pyx_INCREF(__pyx_t_4); __pyx_t_2 = 0; for (;;) { @@ -5772,7 +9070,7 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice if (unlikely(PyTuple_GET_SIZE(sequence) != 3)) { if (PyTuple_GET_SIZE(sequence) > 3) __Pyx_RaiseTooManyValuesError(3); else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[3]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[3]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_t_6 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_7 = PyTuple_GET_ITEM(sequence, 1); @@ -5781,7 +9079,7 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice if (unlikely(PyList_GET_SIZE(sequence) != 3)) { if (PyList_GET_SIZE(sequence) > 3) __Pyx_RaiseTooManyValuesError(3); else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[3]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[3]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_t_6 = PyList_GET_ITEM(sequence, 0); __pyx_t_7 = PyList_GET_ITEM(sequence, 1); @@ -5793,7 +9091,7 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; } else { Py_ssize_t index = -1; - __pyx_t_9 = PyObject_GetIter(__pyx_t_5); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyObject_GetIter(__pyx_t_5); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __pyx_t_10 = Py_TYPE(__pyx_t_9)->tp_iternext; @@ -5803,14 +9101,14 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice __Pyx_GOTREF(__pyx_t_7); index = 2; __pyx_t_8 = __pyx_t_10(__pyx_t_9); if (unlikely(!__pyx_t_8)) goto __pyx_L6_unpacking_failed; __Pyx_GOTREF(__pyx_t_8); - if (__Pyx_IternextUnpackEndCheck(__pyx_t_10(__pyx_t_9), 3) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_IternextUnpackEndCheck(__pyx_t_10(__pyx_t_9), 3) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L7_unpacking_done; __pyx_L6_unpacking_failed:; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); - {__pyx_filename = __pyx_f[3]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[3]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_L7_unpacking_done:; } __Pyx_XDECREF(__pyx_v_label); @@ -5823,7 +9121,7 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice __pyx_v_dist2next = __pyx_t_8; __pyx_t_8 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":38 + /* 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__pyx_f[3]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_8 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_k_tuple_18), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_k_tuple_22), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __Pyx_DECREF(__pyx_v_label); @@ -5855,19 +9153,19 @@ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice } __pyx_L8:; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":40 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":39 * if isinstance(label, unicode): * label = label.encode('utf8') * arc = new lattice.LatticeArc(TDConvert(<char *>label), cost, dist2next) # <<<<<<<<<<<<<< * 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__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 * yield 'digraph lattice {' * yield 'rankdir = LR;' * yield 'node [shape=circle];' # <<<<<<<<<<<<<< * for i in range(len(self)): * for label, weight, delta in self[i]: */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_21)); - __pyx_r = ((PyObject *)__pyx_kp_s_21); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_25)); + __pyx_r = ((PyObject *)__pyx_kp_s_25); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); /* return from generator, yielding value */ __pyx_generator->resume_label = 3; return __pyx_r; __pyx_L6_resume_from_yield:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __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/lattice.pxi":63 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":62 * yield 'rankdir = LR;' * yield 'node [shape=circle];' * for i in range(len(self)): # <<<<<<<<<<<<<< * for label, weight, delta in self[i]: * yield '%d -> %d [label="%s"];' % (i, i+delta, label.replace('"', '\\"')) */ - if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_t_1 = ((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self); __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); __Pyx_GIVEREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) { __pyx_t_3 = __pyx_t_1; __Pyx_INCREF(__pyx_t_3); __pyx_t_2 = 0; __pyx_t_4 = NULL; } else { - __pyx_t_2 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 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[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext; } @@ -6350,7 +9648,7 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObje 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[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -6362,20 +9660,20 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObje __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[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) { __pyx_t_5 = __pyx_t_1; __Pyx_INCREF(__pyx_t_5); __pyx_t_6 = 0; __pyx_t_7 = NULL; } else { - __pyx_t_6 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 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[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __pyx_t_7 = Py_TYPE(__pyx_t_5)->tp_iternext; } @@ -6392,7 +9690,7 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObje 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;} + else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -6404,7 +9702,7 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObje if (unlikely(PyTuple_GET_SIZE(sequence) != 3)) { if (PyTuple_GET_SIZE(sequence) > 3) __Pyx_RaiseTooManyValuesError(3); else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_t_8 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_9 = PyTuple_GET_ITEM(sequence, 1); @@ -6413,7 +9711,7 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObje if (unlikely(PyList_GET_SIZE(sequence) != 3)) { if (PyList_GET_SIZE(sequence) > 3) __Pyx_RaiseTooManyValuesError(3); else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_t_8 = PyList_GET_ITEM(sequence, 0); __pyx_t_9 = PyList_GET_ITEM(sequence, 1); @@ -6425,7 +9723,7 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObje __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } else { Py_ssize_t index = -1; - __pyx_t_11 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_11 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_11); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_12 = Py_TYPE(__pyx_t_11)->tp_iternext; @@ -6435,14 +9733,14 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObje __Pyx_GOTREF(__pyx_t_9); index = 2; __pyx_t_10 = __pyx_t_12(__pyx_t_11); if (unlikely(!__pyx_t_10)) goto __pyx_L11_unpacking_failed; __Pyx_GOTREF(__pyx_t_10); - if (__Pyx_IternextUnpackEndCheck(__pyx_t_12(__pyx_t_11), 3) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_IternextUnpackEndCheck(__pyx_t_12(__pyx_t_11), 3) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; goto __pyx_L12_unpacking_done; __pyx_L11_unpacking_failed:; __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); - {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_L12_unpacking_done:; } __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_label); @@ -6461,21 +9759,21 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObje __pyx_cur_scope->__pyx_v_delta = __pyx_t_10; __pyx_t_10 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":65 + /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":64 * for i in range(len(self)): * for label, weight, delta in self[i]: * yield '%d -> %d [label="%s"];' % (i, i+delta, label.replace('"', '\\"')) # <<<<<<<<<<<<<< * yield '%d [shape=doublecircle]' % len(self) * yield '}' */ - __pyx_t_1 = PyNumber_Add(__pyx_cur_scope->__pyx_v_i, __pyx_cur_scope->__pyx_v_delta); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyNumber_Add(__pyx_cur_scope->__pyx_v_i, __pyx_cur_scope->__pyx_v_delta); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_10 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_label, __pyx_n_s__replace); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = PyObject_GetAttr(__pyx_cur_scope->__pyx_v_label, __pyx_n_s__replace); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_10); - __pyx_t_9 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_k_tuple_25), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_k_tuple_29), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_10); __Pyx_INCREF(__pyx_cur_scope->__pyx_v_i); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_cur_scope->__pyx_v_i); @@ -6486,7 +9784,7 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObje __Pyx_GIVEREF(__pyx_t_9); __pyx_t_1 = 0; __pyx_t_9 = 0; - __pyx_t_9 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_22), ((PyObject *)__pyx_t_10)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_26), ((PyObject *)__pyx_t_10)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_9)); __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0; __pyx_r = ((PyObject *)__pyx_t_9); @@ -6515,13 +9813,13 @@ static PyObject *__pyx_gb_5_cdec_7Lattice_5todot_2generator9(__pyx_GeneratorObje __Pyx_XGOTREF(__pyx_t_5); __pyx_t_6 = __pyx_cur_scope->__pyx_t_4; __pyx_t_7 = __pyx_cur_scope->__pyx_t_5; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto 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__pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { __pyx_t_1 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)); @@ -6870,19 +10036,19 @@ static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject } if (__pyx_t_4) { - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":17 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":7 * return x * elif x == 0 and isinstance(y, SufficientStats): * stats = SufficientStats() # <<<<<<<<<<<<<< * stats.stats = new mteval.SufficientStats() * stats.metric = (<SufficientStats> y).metric */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 17; __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 = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_stats = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":18 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":8 * elif x == 0 and isinstance(y, SufficientStats): * stats = SufficientStats() * stats.stats = new mteval.SufficientStats() # <<<<<<<<<<<<<< @@ -6891,7 +10057,7 @@ static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject */ __pyx_v_stats->stats = new SufficientStats(); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":19 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":9 * stats = SufficientStats() * stats.stats = new mteval.SufficientStats() * 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(unlikely(!gen)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_15SufficientStats_6generator12, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -7388,9 +10554,9 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_ return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator7(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator12(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { - struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)__pyx_generator->closure); + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; Py_ssize_t __pyx_t_1; PyObject *__pyx_t_2 = NULL; @@ -7407,31 +10573,31 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator7(__pyx_GeneratorOb return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":55 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":45 * * def __iter__(self): * for i in range(len(self)): # <<<<<<<<<<<<<< * yield self.stats[0][i] * */ - __pyx_t_1 = PyObject_Length(((PyObject 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__LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) { __pyx_t_3 = __pyx_t_2; __Pyx_INCREF(__pyx_t_3); __pyx_t_1 = 0; __pyx_t_4 = NULL; } else { - __pyx_t_1 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext; } @@ -7448,7 +10614,7 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator7(__pyx_GeneratorOb if (unlikely(!__pyx_t_2)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -7460,15 +10626,15 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator7(__pyx_GeneratorOb __pyx_cur_scope->__pyx_v_i = __pyx_t_2; __pyx_t_2 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":56 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":46 * def __iter__(self): * for i in range(len(self)): * yield self.stats[0][i] # <<<<<<<<<<<<<< * * def __iadd__(SufficientStats self, SufficientStats other): */ - __pyx_t_5 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_i); if (unlikely((__pyx_t_5 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_2 = PyFloat_FromDouble(((__pyx_cur_scope->__pyx_v_self->stats[0])[__pyx_t_5])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_i); if (unlikely((__pyx_t_5 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyFloat_FromDouble(((__pyx_cur_scope->__pyx_v_self->stats[0])[__pyx_t_5])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -7487,7 +10653,7 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator7(__pyx_GeneratorOb __pyx_cur_scope->__pyx_t_1 = 0; __Pyx_XGOTREF(__pyx_t_3); __pyx_t_4 = __pyx_cur_scope->__pyx_t_2; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; PyErr_SetNone(PyExc_StopIteration); @@ -7509,7 +10675,7 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_8__iadd__(PyObject *__pyx_v_s PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__iadd__ (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SufficientStats, 1, "other", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SufficientStats, 1, "other", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_15SufficientStats_7__iadd__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_other)); goto __pyx_L0; __pyx_L1_error:; @@ -7519,7 +10685,7 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_8__iadd__(PyObject *__pyx_v_s return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":58 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":48 * yield self.stats[0][i] * * def __iadd__(SufficientStats self, SufficientStats other): # <<<<<<<<<<<<<< @@ -7532,7 +10698,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_ __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__iadd__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":49 * * def __iadd__(SufficientStats self, SufficientStats other): * self.stats[0] += other.stats[0] # <<<<<<<<<<<<<< @@ -7541,7 +10707,7 @@ 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":50 * def __iadd__(SufficientStats self, SufficientStats other): * self.stats[0] += other.stats[0] * return self # <<<<<<<<<<<<<< @@ -7571,7 +10737,7 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__add__(PyObject *__pyx_v_x return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":62 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":52 * return self * * def __add__(x, y): # <<<<<<<<<<<<<< @@ -7591,43 +10757,43 @@ 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":53 * * def __add__(x, y): * cdef SufficientStats sx = as_stats(x, y) # <<<<<<<<<<<<<< * cdef SufficientStats sy = as_stats(y, x) * cdef SufficientStats result = SufficientStats() */ - __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_x, __pyx_v_y)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[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 = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_sx = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":64 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":54 * def __add__(x, y): * cdef SufficientStats sx = as_stats(x, y) * cdef SufficientStats sy = as_stats(y, x) # <<<<<<<<<<<<<< * cdef SufficientStats result = SufficientStats() * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) */ - __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_y, __pyx_v_x)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[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 = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_sy = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":55 * cdef SufficientStats sx = as_stats(x, y) * cdef SufficientStats sy = as_stats(y, x) * cdef SufficientStats result = SufficientStats() # <<<<<<<<<<<<<< * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) * result.metric = sx.metric */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[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 = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_result = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":66 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":56 * cdef SufficientStats sy = as_stats(y, x) * cdef SufficientStats result = SufficientStats() * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) # <<<<<<<<<<<<<< @@ -7636,7 +10802,7 @@ 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":57 * cdef SufficientStats result = SufficientStats() * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) * result.metric = sx.metric # <<<<<<<<<<<<<< @@ -7645,7 +10811,7 @@ 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":58 * result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) * result.metric = sx.metric * return result # <<<<<<<<<<<<<< @@ -7698,7 +10864,7 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 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 = 65; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; @@ -7709,13 +10875,13 @@ 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 = 65; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.CandidateSet.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return -1; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_evaluator), __pyx_ptype_5_cdec_SegmentEvaluator, 1, "evaluator", 0))) {__pyx_filename = __pyx_f[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 = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_12CandidateSet___cinit__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_evaluator); goto __pyx_L0; __pyx_L1_error:; @@ -7725,7 +10891,7 @@ 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":65 * cdef mteval.CandidateSet* cs * * def __cinit__(self, SegmentEvaluator evaluator): # <<<<<<<<<<<<<< @@ -7738,7 +10904,7 @@ 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":66 * * def __cinit__(self, SegmentEvaluator evaluator): * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) # <<<<<<<<<<<<<< @@ -7747,7 +10913,7 @@ 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":67 * def __cinit__(self, SegmentEvaluator evaluator): * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) * self.metric = evaluator.metric # <<<<<<<<<<<<<< @@ -7756,7 +10922,7 @@ 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":68 * self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) * self.metric = evaluator.metric * self.cs = new mteval.CandidateSet() # <<<<<<<<<<<<<< @@ -7779,7 +10945,7 @@ static void __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(PyObject *__pyx_v_self) __Pyx_RefNannyFinishContext(); } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70 * self.cs = new mteval.CandidateSet() * * def __dealloc__(self): # <<<<<<<<<<<<<< @@ -7791,7 +10957,7 @@ 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":71 * * def __dealloc__(self): * del self.scorer # <<<<<<<<<<<<<< @@ -7800,7 +10966,7 @@ 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":72 * def __dealloc__(self): * del self.scorer * del self.cs # <<<<<<<<<<<<<< @@ -7823,7 +10989,7 @@ 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":74 * del self.cs * * def __len__(self): # <<<<<<<<<<<<<< @@ -7836,7 +11002,7 @@ static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cde __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__len__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75 * * def __len__(self): * return self.cs.size() # <<<<<<<<<<<<<< @@ -7860,7 +11026,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_7__getitem__(PyObject *__pyx_v_s __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0); assert(__pyx_arg_k); { - __pyx_v_k = __Pyx_PyInt_AsInt(__pyx_arg_k); if (unlikely((__pyx_v_k == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[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 = 77; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -7873,7 +11039,7 @@ 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":77 * return self.cs.size() * * def __getitem__(self,int k): # <<<<<<<<<<<<<< @@ -7893,7 +11059,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__getitem__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":88 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":78 * * def __getitem__(self,int k): * if not 0 <= k < self.cs.size(): # <<<<<<<<<<<<<< @@ -7907,35 +11073,35 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct 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__LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[5]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} goto __pyx_L3; } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80 * if not 0 <= k < self.cs.size(): * raise IndexError('candidate set index out of range') * cdef Candidate candidate = Candidate() # <<<<<<<<<<<<<< * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) */ - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Candidate)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[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 = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_v_candidate = ((struct __pyx_obj_5_cdec_Candidate *)__pyx_t_3); __pyx_t_3 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":91 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":81 * raise IndexError('candidate set index out of range') * cdef Candidate candidate = Candidate() * candidate.candidate = &self.cs[0][k] # <<<<<<<<<<<<<< @@ -7944,7 +11110,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ */ __pyx_v_candidate->candidate = (&((__pyx_v_self->cs[0])[__pyx_v_k])); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":92 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 * cdef Candidate candidate = Candidate() * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) # <<<<<<<<<<<<<< @@ -7953,7 +11119,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ */ __pyx_v_candidate->score = __pyx_v_self->metric->ComputeScore(((__pyx_v_self->cs[0])[__pyx_v_k]).eval_feats); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":93 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":83 * candidate.candidate = &self.cs[0][k] * candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) * return candidate # <<<<<<<<<<<<<< @@ -7977,7 +11143,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_ __Pyx_RefNannyFinishContext(); 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_10generator13(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ static PyObject *__pyx_pw_5_cdec_12CandidateSet_9__iter__(PyObject *__pyx_v_self); /*proto*/ @@ -7990,7 +11156,7 @@ static PyObject 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__pyx_empty_tuple, NULL); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)__pyx_ptype_5_cdec___pyx_scope_struct_19___iter__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_19___iter__, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_cur_scope)) { __Pyx_RefNannyFinishContext(); return NULL; @@ -8016,7 +11182,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cde __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator8, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator13, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -8034,9 +11200,9 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cde 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_10generator13(__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_19___iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; Py_ssize_t __pyx_t_1; unsigned int __pyx_t_2; @@ -8051,27 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__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":88 * cdef unsigned i * for i in range(len(self)): * yield self[i] # <<<<<<<<<<<<<< * * def add_kbest(self, Hypergraph hypergraph, unsigned k): */ - __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[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 = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_r = __pyx_t_3; __pyx_t_3 = 0; @@ -8085,7 +11251,7 @@ 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 = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; @@ -8129,11 +11295,11 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__k); if (likely(values[1])) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, 1); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "add_kbest") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "add_kbest") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 2) { goto __pyx_L5_argtuple_error; @@ -8142,17 +11308,17 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se values[1] = PyTuple_GET_ITEM(__pyx_args, 1); } __pyx_v_hypergraph = ((struct __pyx_obj_5_cdec_Hypergraph *)values[0]); - __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(values[1]); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 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 = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[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 = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.CandidateSet.add_kbest", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_12CandidateSet_11add_kbest(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_hypergraph, __pyx_v_k); goto __pyx_L0; __pyx_L1_error:; @@ -8162,7 +11328,7 @@ 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":90 * yield self[i] * * def add_kbest(self, Hypergraph hypergraph, unsigned k): # <<<<<<<<<<<<<< @@ -8175,7 +11341,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_c __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("add_kbest", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":101 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":91 * * def add_kbest(self, Hypergraph hypergraph, unsigned k): * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) # <<<<<<<<<<<<<< @@ -8199,7 +11365,7 @@ static void __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(PyObject *__pyx_v_se __Pyx_RefNannyFinishContext(); } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":107 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":97 * cdef mteval.EvaluationMetric* metric * * def __dealloc__(self): # <<<<<<<<<<<<<< @@ -8211,7 +11377,7 @@ static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":108 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":98 * * def __dealloc__(self): * del self.scorer # <<<<<<<<<<<<<< @@ -8234,7 +11400,7 @@ static PyObject *__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate(PyObject *__pyx_v_ return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":110 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":100 * del self.scorer * * def evaluate(self, sentence): # <<<<<<<<<<<<<< @@ -8254,19 +11420,19 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5 int __pyx_clineno = 0; __Pyx_RefNannySetupContext("evaluate", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":102 * def evaluate(self, sentence): * cdef vector[WordID] hyp * cdef SufficientStats sf = SufficientStats() # <<<<<<<<<<<<<< * sf.metric = self.metric * sf.stats = new mteval.SufficientStats() */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[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 = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_sf = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":113 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":103 * cdef vector[WordID] hyp * cdef SufficientStats sf = SufficientStats() * sf.metric = self.metric # <<<<<<<<<<<<<< @@ -8275,7 +11441,7 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5 */ __pyx_v_sf->metric = __pyx_v_self->metric; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":114 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":104 * cdef SufficientStats sf = SufficientStats() * sf.metric = self.metric * sf.stats = new mteval.SufficientStats() # <<<<<<<<<<<<<< @@ -8284,22 +11450,22 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5 */ __pyx_v_sf->stats = new SufficientStats(); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":105 * sf.metric = self.metric * sf.stats = new mteval.SufficientStats() * ConvertSentence(string(as_str(sentence.strip())), &hyp) # <<<<<<<<<<<<<< * self.scorer.get().Evaluate(hyp, sf.stats) * return sf */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[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 = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[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 = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; TD::ConvertSentence(std::string(__pyx_f_5_cdec_as_str(__pyx_t_2, NULL)), (&__pyx_v_hyp)); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":106 * sf.stats = new mteval.SufficientStats() * ConvertSentence(string(as_str(sentence.strip())), &hyp) * self.scorer.get().Evaluate(hyp, sf.stats) # <<<<<<<<<<<<<< @@ -8308,7 +11474,7 @@ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5 */ __pyx_v_self->scorer->get()->Evaluate(__pyx_v_hyp, __pyx_v_sf->stats); - /* 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__pyx_f[5]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __pyx_r = __pyx_t_2; @@ -8422,18 +11588,18 @@ static int __pyx_pw_5_cdec_6Scorer_1__cinit__(PyObject *__pyx_v_self, PyObject * else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 125; __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 = 115; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; } else { values[0] = PyTuple_GET_ITEM(__pyx_args, 0); } - __pyx_v_name = PyBytes_AsString(values[0]); if (unlikely((!__pyx_v_name) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_name = PyBytes_AsString(values[0]); if (unlikely((!__pyx_v_name) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 125; __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 = 115; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Scorer.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -8444,7 +11610,7 @@ static int __pyx_pw_5_cdec_6Scorer_1__cinit__(PyObject *__pyx_v_self, PyObject * return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":125 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 * cdef string* name * * def __cinit__(self, char* name): # <<<<<<<<<<<<<< @@ -8457,7 +11623,7 @@ static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__p __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":126 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 * * def __cinit__(self, char* name): * self.name = new string(name) # <<<<<<<<<<<<<< @@ -8480,7 +11646,7 @@ static void __pyx_pw_5_cdec_6Scorer_3__dealloc__(PyObject *__pyx_v_self) { __Pyx_RefNannyFinishContext(); } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":128 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":118 * self.name = new string(name) * * def __dealloc__(self): # <<<<<<<<<<<<<< @@ -8492,7 +11658,7 @@ static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct 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if (__pyx_t_2) { - /* "_cdec.pyx":38 + /* "_cdec.pyx":71 * self.weights.vector[0] = (<DenseVector> weights).vector[0] * elif isinstance(weights, SparseVector): * self.weights.vector.clear() # <<<<<<<<<<<<<< @@ -9141,7 +13118,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De */ __pyx_v_self->weights->vector->clear(); - /* "_cdec.pyx":39 + /* "_cdec.pyx":72 * elif isinstance(weights, SparseVector): * self.weights.vector.clear() * ((<SparseVector> weights).vector[0]).init_vector(self.weights.vector) # <<<<<<<<<<<<<< @@ -9152,7 +13129,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De goto __pyx_L3; } - /* "_cdec.pyx":40 + /* "_cdec.pyx":73 * self.weights.vector.clear() * ((<SparseVector> weights).vector[0]).init_vector(self.weights.vector) * elif isinstance(weights, dict): # <<<<<<<<<<<<<< @@ -9165,23 +13142,23 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":41 + /* "_cdec.pyx":74 * ((<SparseVector> weights).vector[0]).init_vector(self.weights.vector) * elif isinstance(weights, dict): * for fname, fval in weights.items(): # <<<<<<<<<<<<<< * self.weights[fname] = fval * else: */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_weights, __pyx_n_s__items); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_weights, __pyx_n_s__items); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (PyList_CheckExact(__pyx_t_3) || PyTuple_CheckExact(__pyx_t_3)) { __pyx_t_1 = __pyx_t_3; __Pyx_INCREF(__pyx_t_1); __pyx_t_4 = 0; __pyx_t_5 = NULL; } else { - __pyx_t_4 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_5 = Py_TYPE(__pyx_t_1)->tp_iternext; } @@ -9198,7 +13175,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De if (unlikely(!__pyx_t_3)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -9210,7 +13187,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_t_6 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_7 = PyTuple_GET_ITEM(sequence, 1); @@ -9218,7 +13195,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De if (unlikely(PyList_GET_SIZE(sequence) != 2)) { if (PyList_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_t_6 = PyList_GET_ITEM(sequence, 0); __pyx_t_7 = PyList_GET_ITEM(sequence, 1); @@ -9228,7 +13205,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; } else { Py_ssize_t index = -1; - __pyx_t_8 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 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 = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_9 = Py_TYPE(__pyx_t_8)->tp_iternext; @@ -9236,14 +13213,14 @@ static int 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__Pyx_GOTREF(((PyObject *)__pyx_t_1)); + __pyx_r = ((PyObject *)__pyx_t_1); + __pyx_t_1 = 0; + goto __pyx_L0; + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_AddTraceback("_cdec.Decoder.formalism.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* Python wrapper */ +static PyObject *__pyx_pw_5_cdec_7Decoder_5read_weights(PyObject *__pyx_v_self, PyObject *__pyx_v_weights); /*proto*/ +static PyObject *__pyx_pw_5_cdec_7Decoder_5read_weights(PyObject *__pyx_v_self, PyObject *__pyx_v_weights) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("read_weights (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_7Decoder_4read_weights(((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self), ((PyObject *)__pyx_v_cfg)); + __pyx_r = __pyx_pf_5_cdec_7Decoder_4read_weights(((struct 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__pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) 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__pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_8 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_fp); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_9 = Py_TYPE(__pyx_t_4)->tp_iternext; } @@ -9416,7 +13457,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ if (unlikely(!__pyx_t_2)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L7_error;} } break; } @@ -9426,85 +13467,112 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_v_line = __pyx_t_2; __pyx_t_2 = 0; - /* "_cdec.pyx":49 - * with open(cfg) as fp: + /* "_cdec.pyx":87 + * with open(weights) as fp: * for 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PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("translate", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Decoder.translate", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -9702,7 +13770,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec int __pyx_clineno = 0; __Pyx_RefNannySetupContext("translate", 0); - /* "_cdec.pyx":53 + /* "_cdec.pyx":92 * * def translate(self, sentence, grammar=None): * if isinstance(sentence, unicode): # <<<<<<<<<<<<<< @@ -9715,22 +13783,22 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":54 + /* "_cdec.pyx":93 * def translate(self, sentence, grammar=None): * if isinstance(sentence, unicode): * inp = sentence.strip().encode('utf8') # <<<<<<<<<<<<<< * elif isinstance(sentence, str): * inp = sentence.strip() */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__encode); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__encode); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_39), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_47), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_v_inp = __pyx_t_3; @@ -9738,7 +13806,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec goto __pyx_L3; } - /* "_cdec.pyx":55 + /* "_cdec.pyx":94 * if isinstance(sentence, unicode): * inp = sentence.strip().encode('utf8') * elif isinstance(sentence, str): # <<<<<<<<<<<<<< @@ -9751,16 +13819,16 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":56 + /* "_cdec.pyx":95 * inp = sentence.strip().encode('utf8') * elif isinstance(sentence, str): * inp = sentence.strip() # <<<<<<<<<<<<<< * elif isinstance(sentence, Lattice): * inp = str(sentence) # PLF format */ - __pyx_t_3 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_inp = __pyx_t_1; @@ -9768,7 +13836,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec goto __pyx_L3; } - /* "_cdec.pyx":57 + /* "_cdec.pyx":96 * elif isinstance(sentence, str): * inp = sentence.strip() * elif isinstance(sentence, Lattice): # <<<<<<<<<<<<<< @@ -9781,19 +13849,19 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":58 + /* "_cdec.pyx":97 * inp = sentence.strip() * elif isinstance(sentence, Lattice): * inp = str(sentence) # PLF format # <<<<<<<<<<<<<< * else: * raise TypeError('Cannot translate input type %s' % type(sentence)) */ - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_INCREF(__pyx_v_sentence); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_sentence); __Pyx_GIVEREF(__pyx_v_sentence); - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __pyx_v_inp = __pyx_t_3; @@ -9802,53 +13870,53 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec } /*else*/ { - /* "_cdec.pyx":60 + /* "_cdec.pyx":99 * inp = str(sentence) # PLF format * else: * raise TypeError('Cannot translate input type %s' % type(sentence)) # <<<<<<<<<<<<<< * if grammar: * self.dec.SetSentenceGrammarFromString(string(<char *> grammar)) */ - __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_40), ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_48), ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_3)); __Pyx_GIVEREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; - __pyx_t_3 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L3:; - /* "_cdec.pyx":61 + /* "_cdec.pyx":100 * else: * raise TypeError('Cannot translate input type %s' % type(sentence)) * if grammar: # <<<<<<<<<<<<<< * self.dec.SetSentenceGrammarFromString(string(<char *> grammar)) * cdef decoder.BasicObserver observer = decoder.BasicObserver() */ - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_grammar); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_grammar); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_2) { - /* "_cdec.pyx":62 + /* "_cdec.pyx":101 * raise TypeError('Cannot translate input type %s' % type(sentence)) * if grammar: * self.dec.SetSentenceGrammarFromString(string(<char *> grammar)) # <<<<<<<<<<<<<< * cdef decoder.BasicObserver observer = decoder.BasicObserver() * self.dec.Decode(string(<char *>inp), &observer) */ - __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_t_4 = PyBytes_AsString(__pyx_v_grammar); if (unlikely((!__pyx_t_4) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->dec->SetSentenceGrammarFromString(std::string(((char *)__pyx_t_4))); goto __pyx_L4; } __pyx_L4:; - /* "_cdec.pyx":63 + /* "_cdec.pyx":102 * if grammar: * self.dec.SetSentenceGrammarFromString(string(<char *> grammar)) * cdef decoder.BasicObserver observer = decoder.BasicObserver() # <<<<<<<<<<<<<< @@ -9857,17 +13925,17 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec */ __pyx_v_observer = BasicObserver(); - /* "_cdec.pyx":64 + /* "_cdec.pyx":103 * self.dec.SetSentenceGrammarFromString(string(<char *> grammar)) * cdef decoder.BasicObserver observer = decoder.BasicObserver() * self.dec.Decode(string(<char *>inp), &observer) # <<<<<<<<<<<<<< * if observer.hypergraph == NULL: * raise ParseFailed() */ - __pyx_t_4 = PyBytes_AsString(__pyx_v_inp); if (unlikely((!__pyx_t_4) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyBytes_AsString(__pyx_v_inp); if (unlikely((!__pyx_t_4) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->dec->Decode(std::string(((char *)__pyx_t_4)), (&__pyx_v_observer)); - /* "_cdec.pyx":65 + /* "_cdec.pyx":104 * cdef decoder.BasicObserver observer = decoder.BasicObserver() * self.dec.Decode(string(<char *>inp), &observer) * if observer.hypergraph == NULL: # <<<<<<<<<<<<<< @@ -9877,38 +13945,38 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __pyx_t_2 = (__pyx_v_observer.hypergraph == NULL); if (__pyx_t_2) { - /* "_cdec.pyx":66 + /* "_cdec.pyx":105 * self.dec.Decode(string(<char *>inp), &observer) * if observer.hypergraph == NULL: * raise ParseFailed() # <<<<<<<<<<<<<< * cdef Hypergraph hg = Hypergraph() * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) */ - __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__ParseFailed); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__ParseFailed); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_1, 0, 0, 0); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} goto __pyx_L5; } __pyx_L5:; - /* "_cdec.pyx":67 + /* "_cdec.pyx":106 * if observer.hypergraph == NULL: * raise ParseFailed() * cdef Hypergraph hg = Hypergraph() # <<<<<<<<<<<<<< * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) * return hg */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Hypergraph)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Hypergraph)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_hg = ((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_t_1); __pyx_t_1 = 0; - /* "_cdec.pyx":68 + /* "_cdec.pyx":107 * raise ParseFailed() * cdef Hypergraph hg = Hypergraph() * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) # <<<<<<<<<<<<<< @@ -9916,7 +13984,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec */ __pyx_v_hg->hg = new Hypergraph((__pyx_v_observer.hypergraph[0])); - /* "_cdec.pyx":69 + /* "_cdec.pyx":108 * cdef Hypergraph hg = Hypergraph() * hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) * return hg # <<<<<<<<<<<<<< @@ -10345,13 +14413,25 @@ static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { (*Py_TYPE(o)->tp_free)(o); } +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_edges(PyObject *o, void *x) { + return __pyx_pw_5_cdec_10Hypergraph_5edges_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_nodes(PyObject *o, void *x) { + return __pyx_pw_5_cdec_10Hypergraph_5nodes_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_goal(PyObject *o, void *x) { + return __pyx_pw_5_cdec_10Hypergraph_4goal_1__get__(o); +} + static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("viterbi_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)}, @@ -10361,6 +14441,13 @@ static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { {0, 0, 0, 0} }; +static struct PyGetSetDef __pyx_getsets_5_cdec_Hypergraph[] = { + {(char *)"edges", __pyx_getprop_5_cdec_10Hypergraph_edges, 0, 0, 0}, + {(char *)"nodes", __pyx_getprop_5_cdec_10Hypergraph_nodes, 0, 0, 0}, + {(char *)"goal", __pyx_getprop_5_cdec_10Hypergraph_goal, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + static PyNumberMethods __pyx_tp_as_number_Hypergraph = { 0, /*nb_add*/ 0, /*nb_subtract*/ @@ -10493,7 +14580,7 @@ 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*/ @@ -10515,6 +14602,635 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { #endif }; +static PyObject *__pyx_tp_new_5_cdec_TRule(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_TRule(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_arity(PyObject *o, void *x) { + return __pyx_pw_5_cdec_5TRule_5arity_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_f(PyObject *o, void *x) { + return __pyx_pw_5_cdec_5TRule_1f_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_e(PyObject *o, void *x) { + return __pyx_pw_5_cdec_5TRule_1e_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_scores(PyObject *o, void *x) { + return __pyx_pw_5_cdec_5TRule_6scores_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_lhs(PyObject *o, void *x) { + return __pyx_pw_5_cdec_5TRule_3lhs_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_TRule[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_TRule[] = { + {(char *)"arity", __pyx_getprop_5_cdec_5TRule_arity, 0, 0, 0}, + {(char *)"f", __pyx_getprop_5_cdec_5TRule_f, 0, 0, 0}, + {(char *)"e", __pyx_getprop_5_cdec_5TRule_e, 0, 0, 0}, + {(char *)"scores", __pyx_getprop_5_cdec_5TRule_scores, 0, 0, 0}, + {(char *)"lhs", __pyx_getprop_5_cdec_5TRule_lhs, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_TRule = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_TRule = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_TRule = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_TRule = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_TRule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.TRule"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_TRule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_TRule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_TRule, /*tp_as_number*/ + &__pyx_tp_as_sequence_TRule, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_TRule, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_5_cdec_5TRule_1__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_TRule, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_TRule, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_TRule, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_TRule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_5_cdec_HypergraphEdge __pyx_vtable_5_cdec_HypergraphEdge; + +static PyObject *__pyx_tp_new_5_cdec_HypergraphEdge(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec_HypergraphEdge *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_HypergraphEdge *)o); + p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphEdge; + p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + return o; +} + +static void __pyx_tp_dealloc_5_cdec_HypergraphEdge(PyObject *o) { + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + Py_XDECREF(((PyObject *)p->trule)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec_HypergraphEdge(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + if (p->trule) { + e = (*v)(((PyObject*)p->trule), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec_HypergraphEdge(PyObject *o) { + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + PyObject* tmp; + tmp = ((PyObject*)p->trule); + p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_head_node(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_9head_node_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_10tail_nodes_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_span(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_4span_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_feature_values(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_prob(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_4prob_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_trule(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(o); +} + +static int __pyx_setprop_5_cdec_14HypergraphEdge_trule(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_3__set__(o, v); + } + else { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_5_cdec_HypergraphEdge[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphEdge[] = { + {(char *)"head_node", __pyx_getprop_5_cdec_14HypergraphEdge_head_node, 0, 0, 0}, + {(char *)"tail_nodes", __pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes, 0, 0, 0}, + {(char *)"span", __pyx_getprop_5_cdec_14HypergraphEdge_span, 0, 0, 0}, + {(char *)"feature_values", __pyx_getprop_5_cdec_14HypergraphEdge_feature_values, 0, 0, 0}, + {(char *)"prob", __pyx_getprop_5_cdec_14HypergraphEdge_prob, 0, 0, 0}, + {(char *)"trule", __pyx_getprop_5_cdec_14HypergraphEdge_trule, __pyx_setprop_5_cdec_14HypergraphEdge_trule, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_HypergraphEdge = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_HypergraphEdge = { + __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_HypergraphEdge = { + __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_HypergraphEdge = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_HypergraphEdge = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.HypergraphEdge"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_HypergraphEdge), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_HypergraphEdge, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_HypergraphEdge, /*tp_as_number*/ + &__pyx_tp_as_sequence_HypergraphEdge, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_HypergraphEdge, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_HypergraphEdge, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec_HypergraphEdge, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_HypergraphEdge, /*tp_clear*/ + __pyx_pw_5_cdec_14HypergraphEdge_3__richcmp__, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_HypergraphEdge, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_HypergraphEdge, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_HypergraphEdge, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_5_cdec_HypergraphNode __pyx_vtable_5_cdec_HypergraphNode; + +static PyObject *__pyx_tp_new_5_cdec_HypergraphNode(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec_HypergraphNode *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec_HypergraphNode *)o); + p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphNode; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_HypergraphNode(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_in_edges(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_8in_edges_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_out_edges(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_9out_edges_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_span(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_4span_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_cat(PyObject *o, void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_3cat_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_HypergraphNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphNode[] = { + {(char *)"in_edges", __pyx_getprop_5_cdec_14HypergraphNode_in_edges, 0, 0, 0}, + {(char *)"out_edges", __pyx_getprop_5_cdec_14HypergraphNode_out_edges, 0, 0, 0}, + {(char *)"span", __pyx_getprop_5_cdec_14HypergraphNode_span, 0, 0, 0}, + {(char *)"cat", __pyx_getprop_5_cdec_14HypergraphNode_cat, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_HypergraphNode = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_HypergraphNode = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_HypergraphNode = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_HypergraphNode = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_HypergraphNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.HypergraphNode"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_HypergraphNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_HypergraphNode, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_HypergraphNode, /*tp_as_number*/ + &__pyx_tp_as_sequence_HypergraphNode, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_HypergraphNode, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_HypergraphNode, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + __pyx_pw_5_cdec_14HypergraphNode_1__richcmp__, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_HypergraphNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_HypergraphNode, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_HypergraphNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -11705,6 +16421,10 @@ static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void } } +static PyObject *__pyx_getprop_5_cdec_7Decoder_formalism(PyObject *o, void *x) { + 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 +16433,7 @@ 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} }; @@ -12258,7 +16979,6 @@ static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest(PyTypeObject *t, if (!o) return 0; p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o); p->__pyx_v_self = 0; - p->__pyx_v_sentence = 0; p->__pyx_v_size = 0; return o; } @@ -12266,7 +16986,6 @@ static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest(PyTypeObject *t, static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); Py_XDECREF(p->__pyx_v_size); (*Py_TYPE(o)->tp_free)(o); } @@ -12277,9 +16996,6 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest(PyObject *o, visi 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; } @@ -12292,9 +17008,6 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest(PyObject *o) { 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); @@ -12459,60 +17172,68 @@ 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_3_kbest_trees(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o); + p->__pyx_v_e_tree = 0; + p->__pyx_v_f_tree = 0; p->__pyx_v_self = 0; p->__pyx_v_size = 0; - 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_3_kbest_trees(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_e_tree)); + Py_XDECREF(((PyObject *)p->__pyx_v_f_tree)); Py_XDECREF(((PyObject *)p->__pyx_v_self)); Py_XDECREF(p->__pyx_v_size); - Py_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_3_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_3_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o; + if (p->__pyx_v_e_tree) { + e = (*v)(p->__pyx_v_e_tree, a); if (e) return e; + } + if (p->__pyx_v_f_tree) { + e = (*v)(p->__pyx_v_f_tree, a); if (e) return e; + } 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_3_kbest_trees(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)o; PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_e_tree); + p->__pyx_v_e_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_tree); + p->__pyx_v_f_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_size); p->__pyx_v_size = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); - 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_3_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_3_kbest_trees = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -12570,7 +17291,7 @@ 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_3_kbest_trees = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -12583,13 +17304,13 @@ 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_3_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_3_kbest_trees = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -12610,12 +17331,12 @@ 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_3_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_3_kbest_trees"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_tree, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_kbest_trees, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -12625,24 +17346,24 @@ 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_3_kbest_trees, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_3_kbest_trees, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_3_kbest_trees, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_3_kbest_tree, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_3_kbest_trees, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __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_3_kbest_trees, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_3_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_3_kbest_trees, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -12652,7 +17373,7 @@ 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_3_kbest_trees, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -12879,14 +17600,12 @@ static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5_sample(PyTypeObject *t if (!o) return 0; p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o); p->__pyx_v_self = 0; - p->__pyx_v_sentence = 0; return o; } static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); - Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); (*Py_TYPE(o)->tp_free)(o); } @@ -12896,9 +17615,6 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample(PyObject *o, vis 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; } @@ -12908,9 +17624,6 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { 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); return 0; } @@ -13072,32 +17785,1783 @@ 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_6___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___get__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_6___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6___get__[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___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_6___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_6___get__ = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___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_6___get__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_6___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6___get__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___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_6___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_6___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_6___get__, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_6___get__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_6___get__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_6___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_6___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_7___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___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_7___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static 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_7___get__(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_7___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static 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_7___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_7___get__[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7___get__ = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 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___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_7___get__ = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7___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_7___get__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7___get__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___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_7___get__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_7___get__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_7___get__, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_7___get__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_7___get__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_7___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_7___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_8__phrase(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o); + p->__pyx_v_phrase = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8__phrase(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o; + Py_XDECREF(p->__pyx_v_phrase); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8__phrase(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o; + if (p->__pyx_v_phrase) { + e = (*v)(p->__pyx_v_phrase, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8__phrase(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_phrase); + p->__pyx_v_phrase = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8__phrase[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8__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_8__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_8__phrase = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8__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_8__phrase = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8__phrase"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8__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_8__phrase, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_8__phrase, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_8__phrase, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_8__phrase, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_8__phrase, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_8__phrase, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_8__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_8__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_9_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_w = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_w); + Py_XDECREF(p->__pyx_t_0); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_9_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_w) { + e = (*v)(p->__pyx_v_w, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_9_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8__phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_w); + p->__pyx_v_w = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_9_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_9_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_9_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_9_genexpr = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9_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_9_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_9_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9_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_9_genexpr, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_9_genexpr, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_9_genexpr, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_9_genexpr, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_9_genexpr, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_9_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_9_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_9_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_10___str__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___str__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___str__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_10___str__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_10___str__[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10___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_10___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_10___str__ = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10___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_10___str__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_10___str__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___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_10___str__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_10___str__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_10___str__, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_10___str__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___str__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_10___str__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_10___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_10___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_11_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_feat = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_11_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_feat); + Py_XDECREF(p->__pyx_t_0); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_11_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_feat) { + e = (*v)(p->__pyx_v_feat, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_11_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___str__ *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_feat); + p->__pyx_v_feat = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_11_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_11_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_11_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_11_genexpr = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_11_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_11_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_11_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_11_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_11_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_11_genexpr, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_11_genexpr, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_11_genexpr, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_11_genexpr, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_11_genexpr, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_11_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_11_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_11_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_12___get__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_12___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_12___get__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_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_HypergraphEdge *)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, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_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_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_HypergraphNode *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + 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, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_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_HypergraphNode *)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___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_15___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_15___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_15___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__ *)o; 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 +19569,11 @@ 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_15___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_15___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -13167,7 +19631,7 @@ 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_15___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -13180,13 +19644,13 @@ 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_15___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_15___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -13207,12 +19671,12 @@ 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_15___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_15___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_15___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_15___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -13222,24 +19686,24 @@ 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_15___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_15___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_15___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_6___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_15___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_15___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_15___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_6___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_15___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -13249,7 +19713,7 @@ 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_15___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -13263,32 +19727,32 @@ 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_16_todot(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_16_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_16_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_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_16_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_16_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } 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_16_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); @@ -13296,11 +19760,11 @@ 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_16_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_16_todot = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -13358,7 +19822,7 @@ 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_16_todot = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -13371,13 +19835,13 @@ 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_16_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_16_todot = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -13398,12 +19862,12 @@ 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_16_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_16_todot"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_16_todot), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7_todot, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_16_todot, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -13413,24 +19877,24 @@ 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_16_todot, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_16_todot, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_16_todot, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_7_todot, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_16_todot, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_7_todot, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_7_todot, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_16_todot, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_16_todot, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_7_todot, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_16_todot, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -13440,7 +19904,7 @@ 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_16_todot, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -13454,11 +19918,11 @@ 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_17_lines(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o); p->__pyx_outer_scope = 0; p->__pyx_v_delta = 0; p->__pyx_v_i = 0; @@ -13469,8 +19933,8 @@ 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_17_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o; Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); Py_XDECREF(p->__pyx_v_delta); Py_XDECREF(p->__pyx_v_i); @@ -13481,9 +19945,9 @@ 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_17_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_17_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o; if (p->__pyx_outer_scope) { e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; } @@ -13508,11 +19972,11 @@ 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_17_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_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_16_todot *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_delta); p->__pyx_v_delta = Py_None; Py_INCREF(Py_None); @@ -13535,11 +19999,11 @@ 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_17_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_17_lines = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -13597,7 +20061,7 @@ 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_17_lines = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -13610,13 +20074,13 @@ 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_17_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_17_lines = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -13637,12 +20101,12 @@ 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_17_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_17_lines"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_17_lines), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_lines, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_17_lines, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -13652,24 +20116,24 @@ 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_17_lines, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_17_lines, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_17_lines, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_8_lines, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_17_lines, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_lines, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_8_lines, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_17_lines, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_17_lines, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_8_lines, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_17_lines, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -13679,7 +20143,7 @@ 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_17_lines, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -13693,28 +20157,28 @@ 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_18___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o); p->__pyx_v_i = 0; p->__pyx_v_self = 0; p->__pyx_t_1 = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_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_18___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; Py_XDECREF(p->__pyx_v_i); Py_XDECREF(((PyObject *)p->__pyx_v_self)); Py_XDECREF(p->__pyx_t_1); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_9___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_18___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; if (p->__pyx_v_i) { e = (*v)(p->__pyx_v_i, a); if (e) return e; } @@ -13727,8 +20191,8 @@ 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_18___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_i); p->__pyx_v_i = Py_None; Py_INCREF(Py_None); @@ -13742,11 +20206,11 @@ 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_18___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_18___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -13804,7 +20268,7 @@ 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_18___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -13817,13 +20281,13 @@ 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_18___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_18___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -13844,12 +20308,12 @@ 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_18___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_18___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_18___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -13859,24 +20323,24 @@ 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_18___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_18___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_18___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_9___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_18___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_9___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_9___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_18___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_18___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_9___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_18___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -13886,7 +20350,7 @@ 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_18___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -13900,32 +20364,32 @@ 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_19___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_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_19___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_19___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_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_19___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_CandidateSet *)Py_None); Py_INCREF(Py_None); @@ -13933,11 +20397,11 @@ 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_19___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_19___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -13995,7 +20459,7 @@ 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_19___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -14008,13 +20472,13 @@ 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_19___iter__ = { 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_19___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -14035,12 +20499,12 @@ 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_19___iter__ = { 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_19___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_19___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -14050,24 +20514,24 @@ 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_19___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_19___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_19___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_10___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_19___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_10___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_19___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_19___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_10___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_19___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -14077,7 +20541,644 @@ 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_19___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_20__make_config(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o); + p->__pyx_v_config = 0; + p->__pyx_v_info = 0; + p->__pyx_v_key = 0; + p->__pyx_v_name = 0; + p->__pyx_v_value = 0; + p->__pyx_t_0 = 0; + p->__pyx_t_1 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20__make_config(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o; + 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_20__make_config(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o; + 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_20__make_config(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_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_20__make_config[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_20__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_20__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_20__make_config = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_20__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_20__make_config = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_20__make_config"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_20__make_config), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20__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_20__make_config, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_20__make_config, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_20__make_config, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_20__make_config, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_20__make_config, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_20__make_config, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_20__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_20__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_21___cinit__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o); + p->__pyx_v_config = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_21___cinit__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o; + Py_XDECREF(p->__pyx_v_config); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_21___cinit__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o; + if (p->__pyx_v_config) { + e = (*v)(p->__pyx_v_config, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_21___cinit__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_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_21___cinit__[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_21___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_21___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_21___cinit__ = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_21___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_21___cinit__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_21___cinit__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_21___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_21___cinit__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_21___cinit__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_21___cinit__, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_21___cinit__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_21___cinit__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_21___cinit__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_21___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_21___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_22_genexpr(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_kv = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_22_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_kv); + Py_XDECREF(p->__pyx_t_0); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_22_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o; + 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_22_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_21___cinit__ *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_kv); + p->__pyx_v_kv = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_22_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_22_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_22_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_22_genexpr = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_22_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_22_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_22_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_22_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_22_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_22_genexpr, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_22_genexpr, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_22_genexpr, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_22_genexpr, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_kbest_trees) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_trees = &__pyx_type_5_cdec___pyx_scope_struct_3_kbest_trees; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = &__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_5_sample = &__pyx_type_5_cdec___pyx_scope_struct_5_sample; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_6___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7_todot) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_7_todot = &__pyx_type_5_cdec___pyx_scope_struct_7_todot; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_lines) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_8_lines = &__pyx_type_5_cdec___pyx_scope_struct_8_lines; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_9___iter__) < 0) {__pyx_filename = 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&__pyx_type_5_cdec___pyx_scope_struct_7___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8__phrase) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_8__phrase = &__pyx_type_5_cdec___pyx_scope_struct_8__phrase; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_9_genexpr) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_9_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_9_genexpr; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_10___str__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_10___str__ = &__pyx_type_5_cdec___pyx_scope_struct_10___str__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_11_genexpr) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_11_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_11_genexpr; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_12___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_12___get__ = &__pyx_type_5_cdec___pyx_scope_struct_12___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_13___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_13___get__ = &__pyx_type_5_cdec___pyx_scope_struct_13___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_14___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_14___get__ = &__pyx_type_5_cdec___pyx_scope_struct_14___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_15___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_15___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_15___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_16_todot) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_16_todot = &__pyx_type_5_cdec___pyx_scope_struct_16_todot; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_17_lines) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_17_lines = &__pyx_type_5_cdec___pyx_scope_struct_17_lines; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_18___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_18___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_18___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_19___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_19___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_19___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_20__make_config) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_20__make_config = &__pyx_type_5_cdec___pyx_scope_struct_20__make_config; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_21___cinit__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_21___cinit__ = &__pyx_type_5_cdec___pyx_scope_struct_21___cinit__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_22_genexpr) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_22_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_22_genexpr; /*--- Type import code ---*/ /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":153 + /* "/Users/vchahun/Sandbox/cdec/python/src/trule.pxi":1 + * def _phrase(phrase): # <<<<<<<<<<<<<< + * return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) + * + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_1_phrase, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s___phrase, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":143 * return self.name.c_str() * * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_41), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_52), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":154 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":144 * * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_42), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_53), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "_cdec.pyx":11 + /* "_cdec.pyx":21 * include "mteval.pxi" * * SetSilent(True) # <<<<<<<<<<<<<< + * decoder.register_feature_functions() * - * class ParseFailed(Exception): pass */ SetSilent(1); - /* "_cdec.pyx":13 + /* "_cdec.pyx":22 + * * SetSilent(True) + * decoder.register_feature_functions() # <<<<<<<<<<<<<< * - * class ParseFailed(Exception): pass # <<<<<<<<<<<<<< + * class InvalidConfig(Exception): pass + */ + register_feature_functions(); + + /* "_cdec.pyx":24 + * decoder.register_feature_functions() + * + * class InvalidConfig(Exception): pass # <<<<<<<<<<<<<< + * class ParseFailed(Exception): pass * - * cdef class Decoder: */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(__pyx_builtin_Exception); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_builtin_Exception); __Pyx_GIVEREF(__pyx_builtin_Exception); - __pyx_t_3 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1), __pyx_n_s__InvalidConfig, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__InvalidConfig, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + /* "_cdec.pyx":25 + * + * class InvalidConfig(Exception): pass + * class ParseFailed(Exception): pass # <<<<<<<<<<<<<< + * + * def _make_config(config): + */ + __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_INCREF(__pyx_builtin_Exception); + PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_builtin_Exception); + __Pyx_GIVEREF(__pyx_builtin_Exception); + __pyx_t_2 = __Pyx_CreateClass(((PyObject *)__pyx_t_3), ((PyObject *)__pyx_t_1), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + + /* "_cdec.pyx":27 + * class ParseFailed(Exception): pass + * + * def _make_config(config): # <<<<<<<<<<<<<< + * for key, value in config.items(): + * if isinstance(value, dict): + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_3_make_config, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s___make_config, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + /* "_cdec.pyx":1 * from libcpp.string cimport string # <<<<<<<<<<<<<< * from libcpp.vector cimport vector @@ -15056,6 +22302,36 @@ static void __Pyx_RaiseArgtupleInvalid( (num_expected == 1) ? "" : "s", num_found); } +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { + PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); +} + +static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject* defval) { + PyObject* next; + if (unlikely(!PyIter_Check(iterator))) { + PyErr_Format(PyExc_TypeError, + "%.200s object is not an iterator", iterator->ob_type->tp_name); + return NULL; + } + next = (*(Py_TYPE(iterator)->tp_iternext))(iterator); + if (likely(next)) { + return next; + } else if (defval) { + if (PyErr_Occurred()) { + if(!PyErr_ExceptionMatches(PyExc_StopIteration)) + return NULL; + PyErr_Clear(); + } + Py_INCREF(defval); + return defval; + } else if (PyErr_Occurred()) { + return NULL; + } else { + PyErr_SetNone(PyExc_StopIteration); + return NULL; + } +} + static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, "need more than %"PY_FORMAT_SIZE_T"d value%s to unpack", @@ -15085,10 +22361,6 @@ static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { - PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); -} - static double __Pyx__PyObject_AsDouble(PyObject* obj) { PyObject* float_value; if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) { @@ -15625,6 +22897,78 @@ static void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) Py_INCREF(tuple); } +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { + if (s1 == s2) { + return (equals == Py_EQ); + } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { + if (PyBytes_GET_SIZE(s1) != PyBytes_GET_SIZE(s2)) { + return (equals == Py_NE); + } else if (PyBytes_GET_SIZE(s1) == 1) { + if (equals == Py_EQ) + return (PyBytes_AS_STRING(s1)[0] == PyBytes_AS_STRING(s2)[0]); + else + return (PyBytes_AS_STRING(s1)[0] != PyBytes_AS_STRING(s2)[0]); + } else { + int result = memcmp(PyBytes_AS_STRING(s1), PyBytes_AS_STRING(s2), (size_t)PyBytes_GET_SIZE(s1)); + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) { + return (equals == Py_NE); + } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) { + return (equals == Py_NE); + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +} + +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { + if (s1 == s2) { + return (equals == Py_EQ); + } else if (PyUnicode_CheckExact(s1) & PyUnicode_CheckExact(s2)) { + #if CYTHON_PEP393_ENABLED + if ((PyUnicode_READY(s1) < 0) || (PyUnicode_READY(s2) < 0)) + return -1; + if (PyUnicode_GET_LENGTH(s1) != PyUnicode_GET_LENGTH(s2)) { + return (equals == Py_NE); + } else if (PyUnicode_GET_LENGTH(s1) == 1) { + Py_UCS4 ch1 = PyUnicode_READ_CHAR(s1, 0); + Py_UCS4 ch2 = PyUnicode_READ_CHAR(s2, 0); + return (equals == Py_EQ) ? (ch1 == ch2) : (ch1 != ch2); + #else + if (PyUnicode_GET_SIZE(s1) != PyUnicode_GET_SIZE(s2)) { + return (equals == Py_NE); + } else if (PyUnicode_GET_SIZE(s1) == 1) { + Py_UNICODE ch1 = PyUnicode_AS_UNICODE(s1)[0]; + Py_UNICODE ch2 = PyUnicode_AS_UNICODE(s2)[0]; + return (equals == Py_EQ) ? (ch1 == ch2) : (ch1 != ch2); + #endif + } else { + int result = PyUnicode_Compare(s1, s2); + if ((result == -1) && unlikely(PyErr_Occurred())) + return -1; + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & PyUnicode_CheckExact(s2)) { + return (equals == Py_NE); + } else if ((s2 == Py_None) & PyUnicode_CheckExact(s1)) { + return (equals == Py_NE); + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +} + static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { const unsigned char neg_one = (unsigned char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; @@ -16025,6 +23369,25 @@ static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* } } +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +} + static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; PyThreadState *tstate = PyThreadState_GET(); @@ -16312,25 +23675,6 @@ static int __pyx_Generator_init(void) return PyType_Ready(&__pyx_GeneratorType); } -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename) { - PyObject *old_exc, *old_val, *old_tb; - PyObject *ctx; - __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); - #if PY_MAJOR_VERSION < 3 - ctx = PyString_FromString(name); - #else - ctx = PyUnicode_FromString(name); - #endif - __Pyx_ErrRestore(old_exc, old_val, old_tb); - if (!ctx) { - PyErr_WriteUnraisable(Py_None); - } else { - PyErr_WriteUnraisable(ctx); - Py_DECREF(ctx); - } -} - static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); @@ -16350,6 +23694,23 @@ static int __Pyx_check_binary_version(void) { return 0; } +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + PyObject *ob = PyCapsule_New(vtable, 0, 0); +#else + PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); +#endif + if (!ob) + goto bad; + if (PyDict_SetItemString(dict, "__pyx_vtable__", ob) < 0) + goto bad; + Py_DECREF(ob); + return 0; +bad: + Py_XDECREF(ob); + return -1; +} + static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { int start = 0, mid = 0, end = count - 1; if (end >= 0 && code_line > entries[end].code_line) { diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx index cccfec0b..879e8b72 100644 --- a/python/src/_cdec.pyx +++ b/python/src/_cdec.pyx @@ -3,22 +3,55 @@ from libcpp.vector cimport vector from utils cimport * cimport decoder +cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): + cdef bytes ret + if isinstance(sentence, unicode): + ret = sentence.encode('utf8') + elif isinstance(sentence, str): + ret = sentence + else: + raise TypeError(error_msg % type(sentence)) + return ret + include "vectors.pxi" include "hypergraph.pxi" include "lattice.pxi" include "mteval.pxi" SetSilent(True) +decoder.register_feature_functions() +class InvalidConfig(Exception): pass class ParseFailed(Exception): pass +def _make_config(config): + for key, value in config.items(): + if isinstance(value, dict): + for name, info in value.items(): + yield key, '%s %s' % (name, info) + elif isinstance(value, list): + for name in value: + yield key, name + else: + yield key, bytes(value) + cdef class Decoder: cdef decoder.Decoder* dec cdef DenseVector weights - def __cinit__(self, char* config): - decoder.register_feature_functions() - cdef istringstream* config_stream = new istringstream(config) + def __cinit__(self, config_str=None, **config): + """ Configuration can be given as a string: + Decoder('formalism = scfg') + or using keyword arguments: + Decoder(formalism='scfg') + """ + if config_str is None: + formalism = config.get('formalism', None) + if formalism not in ('scfg', 'fst', 'lextrans', 'pb', + 'csplit', 'tagger', 'lexalign'): + raise InvalidConfig('formalism "%s" unknown' % formalism) + config_str = '\n'.join('%s = %s' % kv for kv in _make_config(config)) + cdef istringstream* config_stream = new istringstream(config_str) self.dec = new decoder.Decoder(config_stream) del config_stream self.weights = DenseVector() @@ -43,9 +76,15 @@ cdef class Decoder: else: raise TypeError('cannot initialize weights with %s' % type(weights)) - def read_weights(self, cfg): - with open(cfg) as fp: + property formalism: + def __get__(self): + cdef variables_map* conf = &self.dec.GetConf() + return conf[0]['formalism'].as_str().c_str() + + def read_weights(self, weights): + with open(weights) as fp: for line in fp: + if line.strip().startswith('#'): continue fname, value = line.split() self.weights[fname.strip()] = float(value) diff --git a/python/src/decoder.pxd b/python/src/decoder.pxd index e2678151..660bcb39 100644 --- a/python/src/decoder.pxd +++ b/python/src/decoder.pxd @@ -1,7 +1,7 @@ from libcpp.string cimport string from libcpp.vector cimport vector from hypergraph cimport Hypergraph -from utils cimport istream, weight_t +from utils cimport istream, weight_t, variables_map cdef extern from "decoder/ff_register.h": void register_feature_functions() @@ -23,7 +23,7 @@ cdef extern from "decoder/decoder.h": vector[weight_t]& CurrentWeightVector() # void SetId(int id) - # const boost::program_options::variables_map& GetConf() const { return conf } + variables_map& GetConf() # add grammar rules (currently only supported by SCFG decoders) # that will be used on subsequent calls to Decode. rules should be in standard diff --git a/python/src/hypergraph.pxd b/python/src/hypergraph.pxd index 656b1d47..14c60dd0 100644 --- a/python/src/hypergraph.pxd +++ b/python/src/hypergraph.pxd @@ -3,32 +3,43 @@ from libcpp.vector cimport vector from utils cimport * from lattice cimport Lattice +cdef extern from "decoder/trule.h": + cdef cppclass TRule: + vector[WordID] f_ + vector[WordID] e_ + FastSparseVector[weight_t] scores_ + WordID lhs_ + int arity_ + bint IsUnary() + bint IsGoal() + cdef extern from "decoder/hg.h": cdef cppclass EdgeMask "std::vector<bool>": EdgeMask(int size) bint& operator[](int) + cdef cppclass HypergraphEdge "const Hypergraph::Edge": + int id_ + int head_node_ # position in hg.nodes_ + SmallVector[unsigned] tail_nodes_ # positions in hg.nodes_ + shared_ptr[TRule] rule_ + FastSparseVector[weight_t] feature_values_ + LogVal[double] edge_prob_ # weights.dot(feature_values_) + # typically source span: + short int i_ + short int j_ + + cdef cppclass HypergraphNode "const Hypergraph::Node": + int id_ + WordID cat_ # non-terminal category if <0, 0 if not set + vector[int] in_edges_ # positions in hg.edge_prob_ + vector[int] out_edges_ # positions in hg.edge_prob_ + cdef cppclass Hypergraph: - cppclass Edge: - int id_ - int head_node_ # position in hg.nodes_ - SmallVector[unsigned] tail_nodes_ # positions in hg.nodes_ - #TRulePtr rule_ - FastSparseVector[weight_t] feature_values_ - LogVal[double] edge_prob_ - short int i_ - short int j_ - short int prev_i_ - short int prev_j_ - cppclass Node: - int id_ - WordID cat_ - WordID NT() - vector[Edge] in_edges_ - vector[Edge] out_edges_ Hypergraph(Hypergraph) - vector[Node] nodes_ - vector[Edge] edges_ + vector[HypergraphNode] nodes_ + vector[HypergraphEdge] edges_ + int GoalNode() void Reweight(vector[weight_t]& weights) void Reweight(FastSparseVector& weights) bint PruneInsideOutside(double beam_alpha, @@ -47,6 +58,7 @@ cdef extern from "decoder/viterbi.h": FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg, FastSparseVector[weight_t]* weights, bint fatal_dotprod_disagreement) + string JoshuaVisualizationString(Hypergraph& hg) cdef extern from "decoder/hg_io.h" namespace "HypergraphIO": bint ReadFromJSON(istream* inp, Hypergraph* out) @@ -62,7 +74,7 @@ cdef extern from "decoder/hg_intersect.h" namespace "HG": cdef extern from "decoder/hg_sampler.h" namespace "HypergraphSampler": cdef cppclass Hypothesis: vector[WordID] words - FastSparseVector[double] fmap + FastSparseVector[weight_t] fmap LogVal[double] model_score void sample_hypotheses(Hypergraph& hg, unsigned n, diff --git a/python/src/hypergraph.pxi b/python/src/hypergraph.pxi index 9d09722e..2e2c04a2 100644 --- a/python/src/hypergraph.pxi +++ b/python/src/hypergraph.pxi @@ -1,5 +1,5 @@ cimport hypergraph -cimport kbest as kb +cimport kbest cdef class Hypergraph: cdef hypergraph.Hypergraph* hg @@ -13,53 +13,54 @@ cdef class Hypergraph: def viterbi(self): cdef vector[WordID] trans hypergraph.ViterbiESentence(self.hg[0], &trans) - cdef str sentence = GetString(trans).c_str() - return sentence.decode('utf8') + return unicode(GetString(trans).c_str(), 'utf8') - def viterbi_tree(self): - cdef str tree = hypergraph.ViterbiETree(self.hg[0]).c_str() - return tree.decode('utf8') - - def viterbi_source_tree(self): - cdef str tree = hypergraph.ViterbiFTree(self.hg[0]).c_str() - return tree.decode('utf8') + def viterbi_trees(self): + f_tree = unicode(hypergraph.ViterbiFTree(self.hg[0]).c_str(), 'utf8') + e_tree = unicode(hypergraph.ViterbiETree(self.hg[0]).c_str(), 'utf8') + return (f_tree, e_tree) def viterbi_features(self): cdef SparseVector fmap = SparseVector() fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) return fmap + def viterbi_joshua(self): + return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') + def kbest(self, size): - cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size) - cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation - cdef bytes sentence + cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal]* derivations = new kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal].Derivation* derivation cdef unsigned k try: for k in range(size): derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) if not derivation: break - sentence = GetString(derivation._yield).c_str() - yield sentence.decode('utf8') + yield unicode(GetString(derivation._yield).c_str(), 'utf8') finally: del derivations - def kbest_tree(self, size): - cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) - cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation - cdef str tree + def kbest_trees(self, size): + cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal]* f_derivations = new kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal].Derivation* f_derivation + cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal]* e_derivations = new kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal].Derivation* e_derivation cdef unsigned k try: for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - tree = GetString(derivation._yield).c_str() - yield tree.decode('utf8') + f_derivation = f_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + e_derivation = e_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not f_derivation or not e_derivation: break + f_tree = unicode(GetString(f_derivation._yield).c_str(), 'utf8') + e_tree = unicode(GetString(e_derivation._yield).c_str(), 'utf8') + yield (f_tree, e_tree) finally: - del derivations + del f_derivations + del e_derivations def kbest_features(self, size): - cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) - cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation + cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation cdef SparseVector fmap cdef unsigned k try: @@ -77,17 +78,13 @@ cdef class Hypergraph: if self.rng == NULL: self.rng = new MT19937() hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) - cdef str sentence cdef unsigned k try: for k in range(hypos.size()): - sentence = GetString(hypos[0][k].words).c_str() - yield sentence.decode('utf8') + yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') finally: del hypos - # TODO richer k-best/sample output (feature vectors, trees?) - def intersect(self, Lattice lat): return hypergraph.Intersect(lat.lattice[0], self.hg) @@ -113,3 +110,105 @@ cdef class Hypergraph: raise TypeError('cannot reweight hypergraph with %s' % type(weights)) # TODO get feature expectations, get partition function ("inside" score) + + property edges: + def __get__(self): + cdef unsigned i + for i in range(self.hg.edges_.size()): + yield HypergraphEdge().init(self.hg, i) + + property nodes: + def __get__(self): + cdef unsigned i + for i in range(self.hg.nodes_.size()): + yield HypergraphNode().init(self.hg, i) + + property goal: + def __get__(self): + return HypergraphNode().init(self.hg, self.hg.GoalNode()) + + +include "trule.pxi" + +cdef class HypergraphEdge: + cdef hypergraph.Hypergraph* hg + cdef hypergraph.HypergraphEdge* edge + cdef public TRule trule + + cdef init(self, hypergraph.Hypergraph* hg, unsigned i): + self.hg = hg + self.edge = &hg.edges_[i] + self.trule = TRule() + self.trule.rule = self.edge.rule_.get() + return self + + def __len__(self): + return self.edge.tail_nodes_.size() + + property head_node: + def __get__(self): + return HypergraphNode().init(self.hg, self.edge.head_node_) + + property tail_nodes: + def __get__(self): + cdef unsigned i + for i in range(self.edge.tail_nodes_.size()): + yield HypergraphNode().init(self.hg, self.edge.tail_nodes_[i]) + + property span: + def __get__(self): + return (self.edge.i_, self.edge.j_) + + property feature_values: + def __get__(self): + cdef SparseVector vector = SparseVector() + vector.vector = new FastSparseVector[double](self.edge.feature_values_) + return vector + + property prob: + def __get__(self): + return self.edge.edge_prob_.as_float() + + def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): + if op == 2: # == + return x.edge == y.edge + elif op == 3: # != + return not (x == y) + raise NotImplemented('comparison not implemented for HypergraphEdge') + +cdef class HypergraphNode: + cdef hypergraph.Hypergraph* hg + cdef hypergraph.HypergraphNode* node + + cdef init(self, hypergraph.Hypergraph* hg, unsigned i): + self.hg = hg + self.node = &hg.nodes_[i] + return self + + property in_edges: + def __get__(self): + cdef unsigned i + for i in range(self.node.in_edges_.size()): + yield HypergraphEdge().init(self.hg, self.node.in_edges_[i]) + + property out_edges: + def __get__(self): + cdef unsigned i + for i in range(self.node.out_edges_.size()): + yield HypergraphEdge().init(self.hg, self.node.out_edges_[i]) + + property span: + def __get__(self): + return next(self.in_edges).span + + property cat: + def __get__(self): + if self.node.cat_: + return TDConvert(-self.node.cat_) + + def __richcmp__(HypergraphNode x, HypergraphNode y, int op): + if op == 2: # == + return x.node == y.node + elif op == 3: # != + return not (x == y) + raise NotImplemented('comparison not implemented for HypergraphNode') diff --git a/python/src/lattice.pxi b/python/src/lattice.pxi index f8341e29..c6b29e8b 100644 --- a/python/src/lattice.pxi +++ b/python/src/lattice.pxi @@ -22,12 +22,11 @@ cdef class Lattice: arcs = [] cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] cdef lattice.LatticeArc* arc - cdef str label cdef unsigned i for i in range(arc_vector.size()): arc = &arc_vector[i] - label = TDConvert(arc.label) - arcs.append((label.decode('utf8'), arc.cost, arc.dist2next)) + label = unicode(TDConvert(arc.label), 'utf8') + arcs.append((label, arc.cost, arc.dist2next)) return tuple(arcs) def __setitem__(self, int index, tuple arcs): diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi index d90eb9a6..4ba73168 100644 --- a/python/src/mteval.pxi +++ b/python/src/mteval.pxi @@ -1,15 +1,5 @@ cimport mteval -cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): - cdef bytes ret - if isinstance(sentence, unicode): - ret = sentence.encode('utf8') - elif isinstance(sentence, str): - ret = sentence - else: - raise TypeError(error_msg % type(sentence)) - return ret - cdef SufficientStats as_stats(x, y): if isinstance(x, SufficientStats): return x diff --git a/python/src/trule.pxi b/python/src/trule.pxi new file mode 100644 index 00000000..6168014d --- /dev/null +++ b/python/src/trule.pxi @@ -0,0 +1,55 @@ +def _phrase(phrase): + return ' '.join('[%s,%d]' % w if isinstance(w, tuple) else w.encode('utf8') for w in phrase) + +cdef class TRule: + cdef hypergraph.TRule* rule + + property arity: + def __get__(self): + return self.rule.arity_ + + property f: + def __get__(self): + cdef vector[WordID]* f = &self.rule.f_ + cdef WordID w + cdef words = [] + cdef unsigned i + cdef int idx = 0 + for i in range(f.size()): + w = f[0][i] + if w < 0: + idx += 1 + words.append((TDConvert(-w), idx)) + else: + words.append(unicode(TDConvert(w), encoding='utf8')) + return words + + property e: + def __get__(self): + cdef vector[WordID]* e = &self.rule.e_ + cdef WordID w + cdef words = [] + cdef unsigned i + cdef int idx = 0 + for i in range(e.size()): + w = e[0][i] + if w < 1: + idx += 1 + words.append((TDConvert(1-w), idx)) + else: + words.append(unicode(TDConvert(w), encoding='utf8')) + return words + + property scores: + def __get__(self): + cdef SparseVector scores = SparseVector() + scores.vector = new FastSparseVector[double](self.rule.scores_) + return scores + + property lhs: + def __get__(self): + return TDConvert(-self.rule.lhs_) + + def __str__(self): + scores = ' '.join('%s=%s' % feat for feat in self.scores) + return '[%s] ||| %s ||| %s ||| %s' % (self.lhs, _phrase(self.f), _phrase(self.e), scores) diff --git a/python/src/utils.pxd b/python/src/utils.pxd index 94fab5ef..15e77c49 100644 --- a/python/src/utils.pxd +++ b/python/src/utils.pxd @@ -9,7 +9,6 @@ cdef extern from "<iostream>" namespace "std": pass cdef cppclass istringstream(istream): istringstream(char*) - ostream cout cdef extern from "utils/weights.h": ctypedef double weight_t @@ -25,7 +24,8 @@ cdef extern from "utils/wordid.h": cdef extern from "utils/small_vector.h": cdef cppclass SmallVector[T]: - pass + T& operator[](unsigned) + unsigned size() cdef extern from "utils/sparse_vector.h": cdef cppclass FastSparseVector[T]: @@ -84,3 +84,11 @@ cdef extern from "<boost/shared_ptr.hpp>" namespace "boost": cdef cppclass shared_ptr[T]: 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/test.py b/python/test.py index 8069aa0a..54859e81 100644 --- a/python/test.py +++ b/python/test.py @@ -2,12 +2,11 @@ import cdec import gzip -config = 'formalism=scfg' weights = '../tests/system_tests/australia/weights' grammar_file = '../tests/system_tests/australia/australia.scfg.gz' # Load decoder width configuration -decoder = cdec.Decoder(config) +decoder = cdec.Decoder(formalism='scfg') # Read weights decoder.read_weights(weights) @@ -26,15 +25,17 @@ forest = decoder.translate(sentence, grammar=grammar) # Get viterbi translation print 'Output[0]:', forest.viterbi().encode('utf8') -print ' ETree[0]:', forest.viterbi_tree().encode('utf8') -print ' FTree[0]:', forest.viterbi_source_tree().encode('utf8') +f_tree, e_tree = forest.viterbi_trees() +print ' FTree[0]:', f_tree.encode('utf8') +print ' ETree[0]:', e_tree.encode('utf8') print 'LgProb[0]:', forest.viterbi_features().dot(decoder.weights) # Get k-best translations -kbest = zip(forest.kbest(5), forest.kbest_tree(5), forest.kbest_features(5)) -for i, (sentence, tree, features) in enumerate(kbest, 1): +kbest = zip(forest.kbest(5), forest.kbest_trees(5), forest.kbest_features(5)) +for i, (sentence, (f_tree, e_tree), features) in enumerate(kbest, 1): print 'Output[%d]:' % i, sentence.encode('utf8') - print ' Tree[%d]:' % i, tree.encode('utf8') + print ' FTree[%d]:' % i, f_tree.encode('utf8') + print ' ETree[%d]:' % i, e_tree.encode('utf8') print ' FVect[%d]:' % i, dict(features) # Sample translations from the forest @@ -54,8 +55,9 @@ assert (lattice == tuple(lat)) assert forest.intersect(lat) # Get best synchronous parse -print forest.viterbi_tree() -print forest.viterbi_source_tree() +f_tree, e_tree = forest.viterbi_trees() +print 'FTree:', f_tree.encode('utf8') +print 'ETree:', e_tree.encode('utf8') # Compare 1best and reference feature vectors fref = forest.viterbi_features() |