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authorVictor Chahuneau <vchahune@cs.cmu.edu>2012-07-11 16:08:43 +0900
committerVictor Chahuneau <vchahune@cs.cmu.edu>2012-07-11 16:08:43 +0900
commit42532406b1246e6f17766b804b8bd5cce828f0fa (patch)
treeb867b7fded89c3de32f0629241a86ea735186884
parent757f56e391bd2e1d7442ab38fc98aff00d064d38 (diff)
[python] Direct hypergraph access
- small API changes (*_trees methods) - decoder config can now passed as arguments
-rw-r--r--python/src/_cdec.cpp10705
-rw-r--r--python/src/_cdec.pyx49
-rw-r--r--python/src/decoder.pxd4
-rw-r--r--python/src/hypergraph.pxd52
-rw-r--r--python/src/hypergraph.pxi161
-rw-r--r--python/src/lattice.pxi5
-rw-r--r--python/src/mteval.pxi10
-rw-r--r--python/src/trule.pxi55
-rw-r--r--python/src/utils.pxd12
-rw-r--r--python/test.py20
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;
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-static PyObject *__pyx_kp_s_22;
static PyObject *__pyx_kp_s_23;
static PyObject *__pyx_kp_s_24;
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static PyObject *__pyx_kp_s_26;
static PyObject *__pyx_kp_s_27;
+static PyObject *__pyx_kp_s_28;
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static PyObject *__pyx_kp_s_30;
static PyObject *__pyx_kp_s_31;
-static PyObject *__pyx_kp_s_33;
+static PyObject *__pyx_kp_s_34;
static PyObject *__pyx_kp_s_35;
static PyObject *__pyx_kp_s_37;
+static PyObject *__pyx_kp_s_39;
+static PyObject *__pyx_kp_s_4;
static PyObject *__pyx_kp_s_40;
+static PyObject *__pyx_kp_s_42;
+static PyObject *__pyx_kp_s_43;
+static PyObject *__pyx_kp_s_44;
+static PyObject *__pyx_kp_s_48;
+static PyObject *__pyx_kp_s_51;
+static PyObject *__pyx_kp_s_56;
+static PyObject *__pyx_n_s_6;
+static PyObject *__pyx_kp_s_7;
+static PyObject *__pyx_kp_s_8;
static PyObject *__pyx_n_s__BLEU;
static PyObject *__pyx_n_s__Exception;
static PyObject *__pyx_n_s__IBM_BLEU;
static PyObject *__pyx_n_s__IndexError;
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static PyObject *__pyx_n_s__KeyError;
static PyObject *__pyx_n_s__NotImplemented;
static PyObject *__pyx_n_s__ParseFailed;
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static PyObject *__pyx_n_s____main__;
static PyObject *__pyx_n_s____test__;
static PyObject *__pyx_n_s___cdec;
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+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;
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+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;
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+static PyObject *__pyx_n_s__lextrans;
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static PyObject *__pyx_n_s__lines;
static PyObject *__pyx_n_s__name;
static PyObject *__pyx_n_s__open;
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+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;
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static PyObject *__pyx_k_tuple_5;
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-static PyObject *__pyx_k_tuple_7;
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static PyObject *__pyx_k_tuple_9;
-static PyObject *__pyx_k_tuple_12;
-static PyObject *__pyx_k_tuple_15;
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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;
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static PyObject *__pyx_k_tuple_32;
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static PyObject *__pyx_k_tuple_36;
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static PyObject *__pyx_k_tuple_41;
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-static PyObject *__pyx_k_codeobj_29;
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+static PyObject *__pyx_k_codeobj_50;
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+ * if isinstance(sentence, unicode):
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+
+static char *__pyx_f_5_cdec_as_str(PyObject *__pyx_v_sentence, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args) {
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__pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
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- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __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):
*/
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int __pyx_why;
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- * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation
+ * def kbest_trees(self, size): # <<<<<<<<<<<<<<
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+static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size) {
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int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
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__Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_size);
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{
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+ struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_trees *)__pyx_generator->closure);
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long __pyx_t_2;
int __pyx_t_3;
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- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":47
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*
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- * cdef str tree
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- __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":51
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":49
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+ __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5;}
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+ __Pyx_GIVEREF(((PyObject *)__pyx_t_6));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8));
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+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8));
+ __pyx_t_6 = 0;
+ __pyx_t_6 = PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5;}
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+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree));
+ __Pyx_GIVEREF(__pyx_t_6);
+ __pyx_cur_scope->__pyx_v_e_tree = ((PyObject*)__pyx_t_6);
+ __pyx_t_6 = 0;
/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56
- * if not derivation: break
- * tree = GetString(derivation._yield).c_str()
- * yield tree.decode('utf8') # <<<<<<<<<<<<<<
+ * 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
*/
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- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __pyx_r = __pyx_t_5;
- __pyx_t_5 = 0;
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+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_tree));
+ PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_f_tree));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_tree));
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree));
+ PyTuple_SET_ITEM(__pyx_t_6, 1, ((PyObject *)__pyx_cur_scope->__pyx_v_e_tree));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_tree));
+ __pyx_r = ((PyObject *)__pyx_t_6);
+ __pyx_t_6 = 0;
__pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
__pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
__Pyx_XGIVEREF(__pyx_r);
@@ -4237,11 +4884,11 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_15generator3(__pyx_GeneratorObject
}
/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":58
- * yield tree.decode('utf8')
+ * yield (f_tree, e_tree)
* finally:
- * del derivations # <<<<<<<<<<<<<<
+ * del f_derivations # <<<<<<<<<<<<<<
+ * del e_derivations
*
- * def kbest_features(self, size):
*/
/*finally:*/ {
int __pyx_why;
@@ -4251,14 +4898,23 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_15generator3(__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_7); __pyx_t_7 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
__Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb);
__pyx_exc_lineno = __pyx_lineno;
goto __pyx_L6;
}
__pyx_L6:;
- delete __pyx_cur_scope->__pyx_v_derivations;
+ delete __pyx_cur_scope->__pyx_v_f_derivations;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":59
+ * finally:
+ * del f_derivations
+ * del e_derivations # <<<<<<<<<<<<<<
+ *
+ * def kbest_features(self, size):
+ */
+ delete __pyx_cur_scope->__pyx_v_e_derivations;
switch (__pyx_why) {
case 4: {
__Pyx_ErrRestore(__pyx_exc_type, __pyx_exc_value, __pyx_exc_tb);
@@ -4273,9 +4929,9 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_15generator3(__pyx_GeneratorObject
PyErr_SetNone(PyExc_StopIteration);
goto __pyx_L0;
__pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_4);
- __Pyx_XDECREF(__pyx_t_5);
- __Pyx_AddTraceback("kbest_tree", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_AddTraceback("kbest_trees", __pyx_clineno, __pyx_lineno, __pyx_filename);
__pyx_L0:;
__Pyx_XDECREF(__pyx_r);
__pyx_generator->resume_label = -1;
@@ -4295,12 +4951,12 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_17kbest_features(PyObject *__pyx_v
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":60
- * del derivations
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61
+ * del e_derivations
*
* def kbest_features(self, size): # <<<<<<<<<<<<<<
- * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size)
- * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation
+ * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size)
+ * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation
*/
static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size) {
@@ -4324,7 +4980,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_
__Pyx_INCREF(__pyx_cur_scope->__pyx_v_size);
__Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_size);
{
- __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_18generator4, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_18generator4, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_DECREF(__pyx_cur_scope);
__Pyx_RefNannyFinishContext();
return (PyObject *) gen;
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return NULL;
}
__pyx_L3_first_run:;
- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":61
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":62
*
* def kbest_features(self, size):
- * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) # <<<<<<<<<<<<<<
- * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation
+ * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) # <<<<<<<<<<<<<<
+ * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation
* cdef SparseVector fmap
*/
- __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_cur_scope->__pyx_v_derivations = new KBest::KBestDerivations<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:;
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return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76
* del derivations
*
* def sample(self, unsigned n): # <<<<<<<<<<<<<<
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__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]()
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__pyx_t_1 = (__pyx_cur_scope->__pyx_v_self->rng == NULL);
if (__pyx_t_1) {
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":79
* cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]()
* 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
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* 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()
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*/
/*try:*/ {
@@ -4649,8 +5305,8 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject
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* try:
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- * sentence = GetString(hypos[0][k].words).c_str()
- * yield sentence.decode('utf8')
+ * yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8')
+ * finally:
*/
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for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
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- __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence));
- __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence));
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__Pyx_GIVEREF(((PyObject *)__pyx_t_4));
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__pyx_cur_scope->__pyx_t_0 = __pyx_t_2;
__pyx_cur_scope->__pyx_t_1 = __pyx_t_3;
__Pyx_XGIVEREF(__pyx_r);
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__pyx_t_3 = __pyx_cur_scope->__pyx_t_1;
- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;}
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}
}
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":87
- * yield sentence.decode('utf8')
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":86
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* finally:
* del hypos # <<<<<<<<<<<<<<
*
- * # TODO richer k-best/sample output (feature vectors, trees?)
+ * def intersect(self, Lattice lat):
*/
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int __pyx_why;
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__pyx_why = 0; goto __pyx_L7;
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- __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
__Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
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__Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb);
__pyx_exc_lineno = __pyx_lineno;
goto __pyx_L7;
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PyObject *__pyx_r = 0;
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("intersect (wrapper)", 0);
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+ 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;}
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goto __pyx_L0;
__pyx_L1_error:;
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return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91
- * # TODO richer k-best/sample output (feature vectors, trees?)
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":88
+ * del hypos
*
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int __pyx_clineno = 0;
__Pyx_RefNannySetupContext("intersect", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":92
+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":89
*
* def intersect(self, Lattice lat):
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}
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goto __pyx_L4_argument_unpacking_done;
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+ __Pyx_RaiseArgtupleInvalid("prune", 0, 0, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
__pyx_L3_error:;
__Pyx_DECREF(__pyx_v_kwargs); __pyx_v_kwargs = 0;
__Pyx_AddTraceback("_cdec.Hypergraph.prune", __pyx_clineno, __pyx_lineno, __pyx_filename);
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return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":94
+/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91
* return hypergraph.Intersect(lat.lattice[0], self.hg)
*
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__Pyx_RefNannySetupContext("prune", 0);
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*/
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":93
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* preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True
*/
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+ __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
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*/
__pyx_v_preserve_mask = new std::vector<bool>(__pyx_v_self->hg->edges_.size());
- /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":98
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* if 'csplit_preserve_full_word' in kwargs:
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__pyx_L3:;
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- __pyx_t_3 = __pyx_PyFloat_AsDouble(__pyx_v_density); if (unlikely((__pyx_t_3 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __pyx_PyFloat_AsDouble(__pyx_v_beam_alpha); if (unlikely((__pyx_t_2 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __pyx_PyFloat_AsDouble(__pyx_v_density); if (unlikely((__pyx_t_3 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__pyx_t_1 = (__pyx_v_preserve_mask != 0);
if (__pyx_t_1) {
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return __pyx_r;
}
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__Pyx_RefNannySetupContext("lattice", 0);
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*/
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unsigned int __pyx_v_i;
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- {__pyx_filename = __pyx_f[3]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__pyx_v_dist2next = __pyx_t_8;
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-/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":50
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- struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *__pyx_cur_scope;
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Py_ssize_t __pyx_t_1;
unsigned int __pyx_t_2;
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__pyx_cur_scope->__pyx_v_i = __pyx_t_2;
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/* Python wrapper */
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}
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- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":61
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+ __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;}
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+ __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;}
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- else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- /* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":64
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+ __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;}
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- else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__pyx_t_9 = PyTuple_GET_ITEM(sequence, 1);
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- {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__pyx_t_10 = 0;
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+ __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();
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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;
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return NULL;
}
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- 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
*
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*
*/
- __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
__Pyx_GIVEREF(__pyx_t_2);
__pyx_t_2 = 0;
- __pyx_t_2 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[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): # <<<<<<<<<<<<<<
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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 # <<<<<<<<<<<<<<
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*/
__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 # <<<<<<<<<<<<<<
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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): # <<<<<<<<<<<<<<
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__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):
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__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):
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@@ -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])
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__Pyx_RefNannyFinishContext();
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-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__dealloc__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":81
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*
* def __dealloc__(self):
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@@ -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):
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* del self.cs # <<<<<<<<<<<<<<
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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): # <<<<<<<<<<<<<<
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__Pyx_RefNannySetupContext("__len__", 0);
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*
* def __len__(self):
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+ __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;}
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@@ -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
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__Pyx_RefNannySetupContext("__getitem__", 0);
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":78
*
* def __getitem__(self,int k):
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__pyx_t_2 = (!__pyx_t_1);
if (__pyx_t_2) {
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":89
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":79
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+ __pyx_t_3 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_38), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_Raise(__pyx_t_3, 0, 0, 0);
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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goto __pyx_L3;
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__pyx_L3:;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80
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* 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] # <<<<<<<<<<<<<<
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*/
__pyx_v_candidate->candidate = (&((__pyx_v_self->cs[0])[__pyx_v_k]));
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":92
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":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 # <<<<<<<<<<<<<<
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__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*/
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return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":95
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85
* return candidate
*
* def __iter__(self): # <<<<<<<<<<<<<<
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*/
static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self) {
- struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *__pyx_cur_scope;
+ struct __pyx_obj_5_cdec___pyx_scope_struct_19___iter__ *__pyx_cur_scope;
PyObject *__pyx_r = NULL;
__Pyx_RefNannyDeclarations
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
__Pyx_RefNannySetupContext("__iter__", 0);
- __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)__pyx_ptype_5_cdec___pyx_scope_struct_10___iter__->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_10___iter__, __pyx_empty_tuple, NULL);
+ __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_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);
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@@ -8016,7 +11182,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cde
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__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;}
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@@ -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 */
{
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+ 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;
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return NULL;
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__pyx_L3_first_run:;
- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":97
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87
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- __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
__pyx_cur_scope->__pyx_v_i = __pyx_t_2;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":98
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":88
* cdef unsigned i
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- __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 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;
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values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
}
__pyx_v_hypergraph = ((struct __pyx_obj_5_cdec_Hypergraph *)values[0]);
- __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(values[1]); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(values[1]); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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goto __pyx_L4_argument_unpacking_done;
__pyx_L5_argtuple_error:;
- __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 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;
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+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 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): # <<<<<<<<<<<<<<
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("add_kbest", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":101
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":91
*
* def add_kbest(self, Hypergraph hypergraph, unsigned k):
* self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) # <<<<<<<<<<<<<<
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-/* "/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): # <<<<<<<<<<<<<<
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__dealloc__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":108
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*
* def __dealloc__(self):
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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): # <<<<<<<<<<<<<<
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__Pyx_RefNannySetupContext("evaluate", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":102
* def evaluate(self, sentence):
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- __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__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
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* sf.metric = self.metric # <<<<<<<<<<<<<<
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*/
__pyx_v_sf->metric = __pyx_v_self->metric;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":114
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":104
* cdef SufficientStats sf = SufficientStats()
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* sf.stats = new mteval.SufficientStats() # <<<<<<<<<<<<<<
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*/
__pyx_v_sf->stats = new SufficientStats();
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":105
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*/
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+ __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;}
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__Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":106
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__pyx_v_self->scorer->get()->Evaluate(__pyx_v_hyp, __pyx_v_sf->stats);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":117
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":107
* ConvertSentence(string(as_str(sentence.strip())), &hyp)
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return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":119
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":109
* return sf
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* def candidate_set(self): # <<<<<<<<<<<<<<
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__Pyx_RefNannySetupContext("candidate_set", 0);
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*
* def candidate_set(self):
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+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_INCREF(((PyObject *)__pyx_v_self));
PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_self));
__Pyx_GIVEREF(((PyObject *)__pyx_v_self));
- __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_CandidateSet)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_CandidateSet)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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+ 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;}
}
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goto __pyx_L5_argtuple_error;
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values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
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- __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;}
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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): # <<<<<<<<<<<<<<
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__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):
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-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":128
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":118
* self.name = new string(name)
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* def __dealloc__(self): # <<<<<<<<<<<<<<
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- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":129
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* def __dealloc__(self):
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goto __pyx_L5_argtuple_error;
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goto __pyx_L4_argument_unpacking_done;
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- __Pyx_RaiseArgtupleInvalid("__call__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_RaiseArgtupleInvalid("__call__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
__pyx_L3_error:;
__Pyx_AddTraceback("_cdec.Scorer.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename);
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-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":131
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":121
* del self.name
*
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__Pyx_INCREF(__pyx_v_refs);
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* def __call__(self, refs):
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__pyx_v_metric = EvaluationMetric::Instance((__pyx_v_self->name[0]));
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":133
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":123
* def __call__(self, refs):
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if (__pyx_t_4) {
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":134
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":124
* cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0])
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- __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
__Pyx_INCREF(__pyx_v_refs);
PyList_SET_ITEM(__pyx_t_1, 0, __pyx_v_refs);
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":125
* if isinstance(refs, unicode) or isinstance(refs, str):
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__pyx_v_refsv = new std::vector<std::vector<WordID> >();
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":138
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":128
* cdef vector[WordID]* refv
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- else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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break;
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__pyx_t_7 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":139
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":129
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__pyx_v_refv = new std::vector<WordID>();
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":140
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":130
* for ref in refs:
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+ __pyx_t_7 = PyObject_GetAttr(__pyx_v_ref, __pyx_n_s__strip); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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+ __pyx_t_8 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
TD::ConvertSentence(std::string(__pyx_f_5_cdec_as_str(__pyx_t_8, NULL)), __pyx_v_refv);
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__pyx_v_refsv->push_back((__pyx_v_refv[0]));
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":142
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- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":144
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- {__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*/
+ __pyx_tp_traverse_5_cdec___pyx_scope_struct_22_genexpr, /*tp_traverse*/
+ __pyx_tp_clear_5_cdec___pyx_scope_struct_22_genexpr, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_5_cdec___pyx_scope_struct_22_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_22_genexpr, /*tp_new*/
0, /*tp_free*/
0, /*tp_is_gc*/
0, /*tp_bases*/
@@ -14111,29 +21212,42 @@ static struct PyModuleDef __pyx_moduledef = {
static __Pyx_StringTabEntry __pyx_string_tab[] = {
{&__pyx_kp_s_1, __pyx_k_1, sizeof(__pyx_k_1), 0, 0, 1, 0},
- {&__pyx_n_s_10, __pyx_k_10, sizeof(__pyx_k_10), 0, 0, 1, 1},
+ {&__pyx_kp_s_10, __pyx_k_10, sizeof(__pyx_k_10), 0, 0, 1, 0},
{&__pyx_kp_s_11, __pyx_k_11, sizeof(__pyx_k_11), 0, 0, 1, 0},
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":214
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__Pyx_INCREF(Py_None);
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if (__Pyx_SetAttrString(__pyx_m, "Lattice", (PyObject *)&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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+ 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,
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+ PyObject *old_exc, *old_val, *old_tb;
+ PyObject *ctx;
+ __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
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+ ctx = PyString_FromString(name);
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+ #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()