From 3044d6d1c6d428e8d06c255e3a2d739bcd187679 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Fri, 29 Jun 2012 18:45:26 -0700 Subject: add option for entropy optimization --- training/Makefile.am | 1 + training/entropy.cc | 41 +++++++++++++++++++++++++++++++++++++++++ training/entropy.h | 22 ++++++++++++++++++++++ 3 files changed, 64 insertions(+) create mode 100644 training/entropy.cc create mode 100644 training/entropy.h (limited to 'training') diff --git a/training/Makefile.am b/training/Makefile.am index 68ebfab4..4cef0d5b 100644 --- a/training/Makefile.am +++ b/training/Makefile.am @@ -26,6 +26,7 @@ TESTS = lbfgs_test optimize_test noinst_LIBRARIES = libtraining.a libtraining_a_SOURCES = \ candidate_set.cc \ + entropy.cc \ optimize.cc \ online_optimizer.cc \ risk.cc diff --git a/training/entropy.cc b/training/entropy.cc new file mode 100644 index 00000000..4fdbe2be --- /dev/null +++ b/training/entropy.cc @@ -0,0 +1,41 @@ +#include "entropy.h" + +#include "prob.h" +#include "candidate_set.h" + +using namespace std; + +namespace training { + +// see Mann and McCallum "Efficient Computation of Entropy Gradient ..." for +// a mostly clear derivation of: +// g = E[ F(x,y) * log p(y|x) ] + H(y | x) * E[ F(x,y) ] +double CandidateSetEntropy::operator()(const vector& params, + SparseVector* g) const { + prob_t z; + vector dps(cands_.size()); + for (unsigned i = 0; i < cands_.size(); ++i) { + dps[i] = cands_[i].fmap.dot(params); + const prob_t u(dps[i], init_lnx()); + z += u; + } + const double log_z = log(z); + + SparseVector exp_feats; + double entropy = 0; + for (unsigned i = 0; i < cands_.size(); ++i) { + const double log_prob = cands_[i].fmap.dot(params) - log_z; + const double prob = exp(log_prob); + const double e_logprob = prob * log_prob; + entropy -= e_logprob; + if (g) { + (*g) += cands_[i].fmap * e_logprob; + exp_feats += cands_[i].fmap * prob; + } + } + if (g) (*g) += exp_feats * entropy; + return entropy; +} + +} + diff --git a/training/entropy.h b/training/entropy.h new file mode 100644 index 00000000..796589ca --- /dev/null +++ b/training/entropy.h @@ -0,0 +1,22 @@ +#ifndef _CSENTROPY_H_ +#define _CSENTROPY_H_ + +#include +#include "sparse_vector.h" + +namespace training { + class CandidateSet; + + class CandidateSetEntropy { + public: + explicit CandidateSetEntropy(const CandidateSet& cs) : cands_(cs) {} + // compute the entropy (expected log likelihood) of a CandidateSet + // (optional) the gradient of the entropy with respect to params + double operator()(const std::vector& params, + SparseVector* g = NULL) const; + private: + const CandidateSet& cands_; + }; +}; + +#endif -- cgit v1.2.3 From 7937972d2478a3b377930a30b77b07d2e6e902ba Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Mon, 2 Jul 2012 17:05:08 -0400 Subject: [python] Explicit candidate set; memory leak fixes --- python/src/_cdec.cpp | 3321 ++++++++++++++++++++++++++++----------------- python/src/hypergraph.pxi | 58 +- python/src/mteval.pxi | 47 +- python/src/vectors.pxi | 41 +- python/test.py | 3 + training/candidate_set.cc | 9 +- 6 files changed, 2215 insertions(+), 1264 deletions(-) (limited to 'training') diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 7d45e27f..bc522b32 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Sun Jul 1 00:36:19 2012 */ +/* Generated by Cython 0.16 on Mon Jul 2 17:01:11 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -389,12 +389,12 @@ static const char *__pyx_f[] = { /*--- Type declarations ---*/ struct __pyx_obj_5_cdec_Scorer; +struct __pyx_obj_5_cdec_CandidateSet; struct __pyx_obj_5_cdec_SufficientStats; struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__; struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features; struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree; struct __pyx_obj_5_cdec_Decoder; -struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set; struct __pyx_obj_5_cdec_SegmentEvaluator; struct __pyx_obj_5_cdec_SparseVector; struct __pyx_obj_5_cdec_Hypergraph; @@ -405,6 +405,7 @@ struct __pyx_obj_5_cdec_Candidate; struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample; struct __pyx_obj_5_cdec_DenseVector; struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__; struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__; struct __pyx_opt_args_5_cdec_as_str; @@ -420,8 +421,8 @@ struct __pyx_opt_args_5_cdec_as_str { PyObject *error_msg; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87 - * del cs +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":109 + * return CandidateSet(self) * * cdef class Scorer: # <<<<<<<<<<<<<< * cdef string* name @@ -433,6 +434,21 @@ struct __pyx_obj_5_cdec_Scorer { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59 + * return result + * + * cdef class CandidateSet: # <<<<<<<<<<<<<< + * cdef shared_ptr[mteval.SegmentEvaluator]* scorer + * cdef mteval.EvaluationMetric* metric + */ +struct __pyx_obj_5_cdec_CandidateSet { + PyObject_HEAD + boost::shared_ptr *scorer; + EvaluationMetric *metric; + training::CandidateSet *cs; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":27 * return fmap * @@ -447,16 +463,15 @@ struct __pyx_obj_5_cdec_SufficientStats { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":43 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":55 * self.vector.set_value(fid, value) * * def __iter__(self): # <<<<<<<<<<<<<< * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) - * cdef str fname + * try: */ struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { PyObject_HEAD - PyObject *__pyx_v_fname; size_t __pyx_v_i; FastSparseVector::const_iterator *__pyx_v_it; struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self; @@ -465,8 +480,8 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":60 + * del derivations * * def kbest_features(self, size): # <<<<<<<<<<<<<< * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) @@ -485,8 +500,8 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":46 + * del derivations * * def kbest_tree(self, size): # <<<<<<<<<<<<<< * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) @@ -519,28 +534,8 @@ struct __pyx_obj_5_cdec_Decoder { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75 - * return sf - * - * def candidate_set(self, Hypergraph hypergraph, unsigned k): # <<<<<<<<<<<<<< - * cdef mteval.CandidateSet* cs = new mteval.CandidateSet() - * cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set { - PyObject_HEAD - struct __pyx_obj_5_cdec_Candidate *__pyx_v_candidate; - training::CandidateSet *__pyx_v_cs; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph; - unsigned int __pyx_v_i; - unsigned int __pyx_v_k; - struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self; - unsigned int __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59 - * return result +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 + * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) * * cdef class SegmentEvaluator: # <<<<<<<<<<<<<< * cdef shared_ptr[mteval.SegmentEvaluator]* scorer @@ -553,7 +548,7 @@ struct __pyx_obj_5_cdec_SegmentEvaluator { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":32 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":36 * return sparse * * cdef class SparseVector: # <<<<<<<<<<<<<< @@ -593,7 +588,7 @@ struct __pyx_obj_5_cdec_Lattice { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":18 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":22 * self.vector[0][fid] = value * * def __iter__(self): # <<<<<<<<<<<<<< @@ -643,8 +638,8 @@ struct __pyx_obj_5_cdec_Candidate { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75 + * del derivations * * def sample(self, unsigned n): # <<<<<<<<<<<<<< * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() @@ -666,7 +661,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample { * from cython.operator cimport preincrement as pinc * * cdef class DenseVector: # <<<<<<<<<<<<<< - * cdef vector[weight_t]* vector + * cdef vector[weight_t]* vector # Not owned by DenseVector * */ struct __pyx_obj_5_cdec_DenseVector { @@ -691,6 +686,22 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82 + * return candidate + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":45 * return self.stats.size() * @@ -989,6 +1000,7 @@ static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; static PyTypeObject *__pyx_ptype_5_cdec_Lattice = 0; static PyTypeObject *__pyx_ptype_5_cdec_Candidate = 0; static PyTypeObject *__pyx_ptype_5_cdec_SufficientStats = 0; +static PyTypeObject *__pyx_ptype_5_cdec_CandidateSet = 0; static PyTypeObject *__pyx_ptype_5_cdec_SegmentEvaluator = 0; static PyTypeObject *__pyx_ptype_5_cdec_Scorer = 0; static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; @@ -1000,7 +1012,7 @@ static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5_sample = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8_candidate_set = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8___iter__ = 0; static char *__pyx_f_5_cdec_as_str(PyObject *, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args); /*proto*/ #define __Pyx_MODULE_NAME "_cdec" int __pyx_module_is_main__cdec = 0; @@ -1015,30 +1027,32 @@ static PyObject *__pyx_builtin_eval; static PyObject *__pyx_builtin_enumerate; static PyObject *__pyx_builtin_IndexError; static PyObject *__pyx_builtin_open; -static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static int __pyx_pf_5_cdec_11DenseVector_2__setitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_4__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_7dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_9tosparse(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector___getitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static int __pyx_pf_5_cdec_12SparseVector_2__setitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_4__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_7dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_9todense(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_11__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */ -static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_13__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_12SparseVector_15__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_17__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_19__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_21__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_11DenseVector___len__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_2__getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static int __pyx_pf_5_cdec_11DenseVector_4__setitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_6__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_9dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_11tosparse(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static void __pyx_pf_5_cdec_12SparseVector___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_2copy(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_4__getitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector_6__setitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_8__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_11dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_13__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_15__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector_17__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_19__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_21__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_23__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ #if PY_MAJOR_VERSION < 3 -static PyObject *__pyx_pf_5_cdec_12SparseVector_23__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_25__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ #endif -static PyObject *__pyx_pf_5_cdec_12SparseVector_25__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_27__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_29__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_27__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_29__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_31__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ #if PY_MAJOR_VERSION < 3 -static PyObject *__pyx_pf_5_cdec_12SparseVector_31__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_33__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ #endif static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ @@ -1071,12 +1085,19 @@ static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_ static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other); /* proto */ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_x, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_y); /* proto */ +static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_evaluator); /* proto */ +static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, unsigned int __pyx_v_k); /* proto */ +static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph, unsigned int __pyx_v_k); /* proto */ static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, PyObject *__pyx_v_sentence); /* proto */ -static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph, unsigned int __pyx_v_k); /* proto */ +static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ static int 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fname): # <<<<<<<<<<<<<< - * cdef unsigned fid = FDConvert(fname) - * if fid <= self.vector.size(): + * cdef int fid = FDConvert(fname) + * if 0 <= fid < self.vector.size(): */ -static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname) { - unsigned int __pyx_v_fid; +static PyObject *__pyx_pf_5_cdec_11DenseVector_2__getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname) { + int __pyx_v_fid; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; @@ -1235,34 +1298,37 @@ static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cd int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__getitem__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":7 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":10 * * def __getitem__(self, char* fname): - * cdef unsigned fid = FDConvert(fname) # <<<<<<<<<<<<<< - * if fid <= self.vector.size(): + * cdef int 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10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_builtin_KeyError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_2, 0, 0, 0); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; @@ -1306,18 +1372,18 @@ static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cd } /* Python wrapper */ -static int __pyx_pw_5_cdec_11DenseVector_3__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname, PyObject *__pyx_arg_value); /*proto*/ -static int __pyx_pw_5_cdec_11DenseVector_3__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname, PyObject *__pyx_arg_value) { +static int __pyx_pw_5_cdec_11DenseVector_5__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname, PyObject *__pyx_arg_value); /*proto*/ +static int __pyx_pw_5_cdec_11DenseVector_5__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_fname, PyObject *__pyx_arg_value) { char *__pyx_v_fname; float __pyx_v_value; int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__setitem__ (wrapper)", 0); assert(__pyx_arg_fname); { - __pyx_v_fname = PyBytes_AsString(__pyx_arg_fname); if (unlikely((!__pyx_v_fname) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fname = PyBytes_AsString(__pyx_arg_fname); if (unlikely((!__pyx_v_fname) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } assert(__pyx_arg_value); { 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__LINE__; goto __pyx_L1_error;} + __pyx_r = __pyx_pf_5_cdec_12SparseVector_19__iadd__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other)); goto __pyx_L0; __pyx_L1_error:; __pyx_r = NULL; @@ -2417,7 +2626,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_18__iadd__(PyObject *__pyx_v_sel return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":77 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":84 * return self.vector.nonzero(FDConvert(fname)) * * def __iadd__(SparseVector self, SparseVector other): # <<<<<<<<<<<<<< @@ -2425,12 +2634,12 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_18__iadd__(PyObject *__pyx_v_sel * return self */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_17__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other) { +static PyObject *__pyx_pf_5_cdec_12SparseVector_19__iadd__(struct __pyx_obj_5_cdec_SparseVector 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{__pyx_filename = __pyx_f[1]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -2531,12 +2740,12 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_22__imul__(PyObject *__pyx_v_sel __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_12SparseVector_21__imul__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((float)__pyx_v_scalar)); + __pyx_r = __pyx_pf_5_cdec_12SparseVector_23__imul__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((float)__pyx_v_scalar)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":85 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":92 * return self * * def __imul__(SparseVector self, float scalar): # <<<<<<<<<<<<<< @@ -2544,12 +2753,12 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_22__imul__(PyObject *__pyx_v_sel * return self */ -static PyObject 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{__pyx_filename = __pyx_f[1]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_y) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_y, __pyx_ptype_5_cdec_SparseVector))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_1 = __pyx_v_y; __Pyx_INCREF(__pyx_t_1); - __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_v_x); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_v_x); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_vector = ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_t_1); __pyx_t_1 = 0; __pyx_v_scalar = __pyx_t_3; } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":117 + /* 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"/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":125 * else: vector, scalar = y, x * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar) # <<<<<<<<<<<<<< @@ -3021,7 +3230,7 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_31__div__(PyObject *__pyx_v_x, P */ __pyx_v_result->vector = new FastSparseVector(((__pyx_v_vector->vector[0]) / __pyx_v_scalar)); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":119 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":126 * cdef SparseVector result = SparseVector() * result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar) * return result # <<<<<<<<<<<<<< @@ -3481,7 +3690,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_12generator2(__pyx_GeneratorObject __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L7_resume_from_yield; + case 1: goto __pyx_L10_resume_from_yield; default: /* CPython raises the right error here */ __Pyx_RefNannyFinishContext(); return NULL; @@ -3494,97 +3703,132 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_12generator2(__pyx_GeneratorObject * def kbest(self, size): * cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size) # <<<<<<<<<<<<<< * cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation - * cdef str sentence + * cdef bytes sentence */ __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 = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_cur_scope->__pyx_v_derivations = new KBest::KBestDerivations,ESentenceTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":37 - * cdef str sentence + * cdef bytes sentence * cdef unsigned k - * for k in range(size): # <<<<<<<<<<<<<< - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * if not derivation: break + * try: # <<<<<<<<<<<<<< + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) */ - __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_2; __pyx_t_1+=1) { - __pyx_cur_scope->__pyx_v_k = __pyx_t_1; + /*try:*/ { /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":38 * cdef unsigned k - * for k in range(size): - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<< - * if not derivation: break - * sentence = 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__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":39 + * 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() + */ + __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":40 + * 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') + */ + __pyx_t_3 = (!(__pyx_cur_scope->__pyx_v_derivation != 0)); + if (__pyx_t_3) { + goto __pyx_L8_break; + goto __pyx_L9; + } + __pyx_L9:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":40 - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * if not derivation: break - * sentence = GetString(derivation._yield).c_str() # <<<<<<<<<<<<<< - * yield sentence.decode('utf8') - * del derivations + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":41 + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + * if not derivation: break + * sentence = GetString(derivation._yield).c_str() # <<<<<<<<<<<<<< + * yield sentence.decode('utf8') + * finally: */ - __pyx_t_4 = PyBytes_FromString(TD::GetString(__pyx_cur_scope->__pyx_v_derivation->yield).c_str()); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_4)); - if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_4)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_4))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); - __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); - __pyx_cur_scope->__pyx_v_sentence = ((PyObject*)__pyx_t_4); - __pyx_t_4 = 0; + __pyx_t_4 = PyBytes_FromString(TD::GetString(__pyx_cur_scope->__pyx_v_derivation->yield).c_str()); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(((PyObject *)__pyx_t_4)); + __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); + __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); + __pyx_cur_scope->__pyx_v_sentence = __pyx_t_4; + __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":41 - * if not derivation: break - * sentence = GetString(derivation._yield).c_str() - * yield sentence.decode('utf8') # <<<<<<<<<<<<<< - * del derivations - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":42 + * if not derivation: break + * sentence = GetString(derivation._yield).c_str() + * yield sentence.decode('utf8') # <<<<<<<<<<<<<< + * finally: + * del derivations */ - __pyx_t_4 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_sentence), __pyx_n_s__decode); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_7), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_r = __pyx_t_5; - __pyx_t_5 = 0; - __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; - __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; - 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__pyx_cur_scope->__pyx_t_1 = __pyx_t_2; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L10_resume_from_yield:; + __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; + __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L5;} + } + __pyx_L8_break:; } - __pyx_L5_break:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":42 - * sentence = GetString(derivation._yield).c_str() - * yield sentence.decode('utf8') - * del derivations # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 + * yield sentence.decode('utf8') + * finally: + * del derivations # <<<<<<<<<<<<<< * * def kbest_tree(self, size): */ - delete __pyx_cur_scope->__pyx_v_derivations; + /*finally:*/ { + int __pyx_why; + PyObject *__pyx_exc_type, *__pyx_exc_value, *__pyx_exc_tb; + int __pyx_exc_lineno; + __pyx_exc_type = 0; __pyx_exc_value = 0; __pyx_exc_tb = 0; __pyx_exc_lineno = 0; + __pyx_why = 0; goto __pyx_L6; + __pyx_L5: { + __pyx_why = 4; + __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); + __pyx_exc_lineno = __pyx_lineno; + goto __pyx_L6; + } + __pyx_L6:; + delete __pyx_cur_scope->__pyx_v_derivations; + switch (__pyx_why) { + case 4: { + __Pyx_ErrRestore(__pyx_exc_type, __pyx_exc_value, __pyx_exc_tb); + __pyx_lineno = __pyx_exc_lineno; + __pyx_exc_type = 0; + __pyx_exc_value = 0; + __pyx_exc_tb = 0; + goto __pyx_L1_error; + } + } + } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; @@ -3610,8 +3854,8 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_14kbest_tree(PyObject *__pyx_v_sel return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":46 + * del derivations * * def kbest_tree(self, size): # <<<<<<<<<<<<<< * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) @@ -3639,7 +3883,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_tree(struct __pyx_obj_5_cd __Pyx_INCREF(__pyx_cur_scope->__pyx_v_size); __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_size); { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_15generator3, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_15generator3, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto 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kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) # <<<<<<<<<<<<<< * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation * cdef str tree */ - __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_AsUnsignedInt(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_1 == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_cur_scope->__pyx_v_derivations = new KBest::KBestDerivations,ETreeTraversal>((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_t_1); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":49 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":51 * cdef str tree * cdef unsigned k - * for k in range(size): # <<<<<<<<<<<<<< - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - * if not derivation: break + * try: # <<<<<<<<<<<<<< + * for k in range(size): + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) */ - __pyx_t_2 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_size); if (unlikely((__pyx_t_2 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_2; __pyx_t_1+=1) { - __pyx_cur_scope->__pyx_v_k = __pyx_t_1; + /*try:*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":50 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":52 * cdef unsigned k - * for k in range(size): - * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) # <<<<<<<<<<<<<< - * if not derivation: break - * tree = GetString(derivation._yield).c_str() - */ - __pyx_cur_scope->__pyx_v_derivation = 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__pyx_cur_scope->__pyx_v_derivations; + /*finally:*/ { + int __pyx_why; + PyObject *__pyx_exc_type, *__pyx_exc_value, *__pyx_exc_tb; + int __pyx_exc_lineno; + __pyx_exc_type = 0; __pyx_exc_value = 0; __pyx_exc_tb = 0; __pyx_exc_lineno = 0; + __pyx_why = 0; goto __pyx_L6; + __pyx_L5: { + __pyx_why = 4; + __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); + __pyx_exc_lineno = __pyx_lineno; + goto __pyx_L6; + } + __pyx_L6:; + delete __pyx_cur_scope->__pyx_v_derivations; + switch (__pyx_why) { + case 4: { + __Pyx_ErrRestore(__pyx_exc_type, __pyx_exc_value, __pyx_exc_tb); + __pyx_lineno = __pyx_exc_lineno; + __pyx_exc_type = 0; + __pyx_exc_value = 0; + __pyx_exc_tb = 0; + goto __pyx_L1_error; + } + } + } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; @@ -3799,8 +4079,8 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_17kbest_features(PyObject *__pyx_v return __pyx_r; } 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__pyx_L8_break; + goto __pyx_L9; + } + __pyx_L9:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":65 - * if not derivation: break - * fmap = SparseVector() - * fmap.vector = new FastSparseVector[weight_t](derivation._yield) # <<<<<<<<<<<<<< - * yield fmap - * del derivations + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69 + * derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + * if not derivation: break + * fmap = SparseVector() # <<<<<<<<<<<<<< + * fmap.vector = new FastSparseVector[weight_t](derivation._yield) + * yield fmap */ - __pyx_cur_scope->__pyx_v_fmap->vector = new FastSparseVector(__pyx_cur_scope->__pyx_v_derivation->yield); + __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SparseVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L5;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_XGOTREF(((PyObject 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__pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":70 + * if not derivation: break + * fmap = SparseVector() + * fmap.vector = new FastSparseVector[weight_t](derivation._yield) # <<<<<<<<<<<<<< + * yield fmap + * finally: + */ + __pyx_cur_scope->__pyx_v_fmap->vector = new FastSparseVector(__pyx_cur_scope->__pyx_v_derivation->yield); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":71 + * fmap = SparseVector() + * fmap.vector = new FastSparseVector[weight_t](derivation._yield) + * yield fmap # <<<<<<<<<<<<<< + * finally: + * del derivations + */ + __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_fmap)); + __pyx_r = ((PyObject *)__pyx_cur_scope->__pyx_v_fmap); + __pyx_cur_scope->__pyx_t_0 = __pyx_t_1; + __pyx_cur_scope->__pyx_t_1 = __pyx_t_2; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return 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+ __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); + __pyx_exc_lineno = __pyx_lineno; + goto __pyx_L6; + } + __pyx_L6:; + delete __pyx_cur_scope->__pyx_v_derivations; + switch (__pyx_why) { + case 4: { + __Pyx_ErrRestore(__pyx_exc_type, __pyx_exc_value, __pyx_exc_tb); + __pyx_lineno = __pyx_exc_lineno; + __pyx_exc_type = 0; + __pyx_exc_value = 0; + __pyx_exc_tb = 0; + goto __pyx_L1_error; + } + } + } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; @@ -3986,7 +4301,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, P __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("sample (wrapper)", 0); assert(__pyx_arg_n); { - __pyx_v_n = __Pyx_PyInt_AsUnsignedInt(__pyx_arg_n); if (unlikely((__pyx_v_n == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_n = __Pyx_PyInt_AsUnsignedInt(__pyx_arg_n); if (unlikely((__pyx_v_n == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -3999,8 +4314,8 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, P return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":69 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75 + * del derivations * * def sample(self, unsigned n): # <<<<<<<<<<<<<< * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() @@ -4026,7 +4341,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_H __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self); __pyx_cur_scope->__pyx_v_n = __pyx_v_n; { - __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_21generator5, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_10Hypergraph_21generator5, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_cur_scope); __Pyx_RefNannyFinishContext(); return (PyObject *) gen; @@ -4057,15 +4372,15 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject __Pyx_RefNannySetupContext("None", 0); switch (__pyx_generator->resume_label) { case 0: goto __pyx_L3_first_run; - case 1: goto __pyx_L7_resume_from_yield; + case 1: goto __pyx_L10_resume_from_yield; default: /* CPython raises the right error here */ __Pyx_RefNannyFinishContext(); return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":70 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 * * def sample(self, unsigned n): * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() # <<<<<<<<<<<<<< @@ -4074,7 +4389,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject */ __pyx_cur_scope->__pyx_v_hypos = new std::vector(); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":71 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":77 * def sample(self, unsigned n): * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() * if self.rng == NULL: # <<<<<<<<<<<<<< @@ -4084,7 +4399,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject __pyx_t_1 = (__pyx_cur_scope->__pyx_v_self->rng == NULL); if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":72 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78 * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() * if self.rng == NULL: * self.rng = new MT19937() # <<<<<<<<<<<<<< @@ -4096,7 +4411,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject } __pyx_L4:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":73 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":79 * if self.rng == NULL: * self.rng = new MT19937() * hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) # <<<<<<<<<<<<<< @@ -4105,68 +4420,104 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject */ HypergraphSampler::sample_hypotheses((__pyx_cur_scope->__pyx_v_self->hg[0]), __pyx_cur_scope->__pyx_v_n, __pyx_cur_scope->__pyx_v_self->rng, __pyx_cur_scope->__pyx_v_hypos); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":82 * cdef str sentence * cdef unsigned k - * for k in range(hypos.size()): # <<<<<<<<<<<<<< - * sentence = GetString(hypos[0][k].words).c_str() - * yield sentence.decode('utf8') + * try: # <<<<<<<<<<<<<< + * for k in range(hypos.size()): + * sentence = GetString(hypos[0][k].words).c_str() */ - __pyx_t_2 = __pyx_cur_scope->__pyx_v_hypos->size(); - for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { - __pyx_cur_scope->__pyx_v_k = __pyx_t_3; + /*try:*/ { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":77 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":83 * cdef unsigned k - * for k in range(hypos.size()): - * sentence = GetString(hypos[0][k].words).c_str() # <<<<<<<<<<<<<< - * yield sentence.decode('utf8') - * del hypos - */ - __pyx_t_4 = 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__pyx_cur_scope->__pyx_v_hypos->size(); + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_cur_scope->__pyx_v_k = __pyx_t_3; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":84 + * try: + * for k in range(hypos.size()): + * sentence = GetString(hypos[0][k].words).c_str() # <<<<<<<<<<<<<< + * yield sentence.decode('utf8') + * finally: + */ + __pyx_t_4 = PyBytes_FromString(TD::GetString(((__pyx_cur_scope->__pyx_v_hypos[0])[__pyx_cur_scope->__pyx_v_k]).words).c_str()); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} + __Pyx_GOTREF(((PyObject *)__pyx_t_4)); + if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_4)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_4))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L6;} + __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); + __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_sentence)); + __Pyx_GIVEREF(((PyObject *)__pyx_t_4)); + __pyx_cur_scope->__pyx_v_sentence = ((PyObject*)__pyx_t_4); + __pyx_t_4 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78 - * for k in range(hypos.size()): - * sentence = GetString(hypos[0][k].words).c_str() - * yield sentence.decode('utf8') # <<<<<<<<<<<<<< - * del hypos - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":85 + * for k in range(hypos.size()): + * sentence = GetString(hypos[0][k].words).c_str() + * yield sentence.decode('utf8') # <<<<<<<<<<<<<< + * finally: + * del hypos */ - __pyx_t_4 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_sentence), __pyx_n_s__decode); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_9), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_r = __pyx_t_5; - __pyx_t_5 = 0; - __pyx_cur_scope->__pyx_t_0 = __pyx_t_2; - __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - /* return from generator, yielding value */ - __pyx_generator->resume_label = 1; - return __pyx_r; - __pyx_L7_resume_from_yield:; - __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; - __pyx_t_3 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyObject_GetAttr(((PyObject *)__pyx_cur_scope->__pyx_v_sentence), __pyx_n_s__decode); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;} + __Pyx_GOTREF(__pyx_t_4); + __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_9), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;} + __Pyx_GOTREF(__pyx_t_5); + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __pyx_r = __pyx_t_5; + __pyx_t_5 = 0; + __pyx_cur_scope->__pyx_t_0 = __pyx_t_2; + __pyx_cur_scope->__pyx_t_1 = __pyx_t_3; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + /* return from generator, yielding value */ + __pyx_generator->resume_label = 1; + return __pyx_r; + __pyx_L10_resume_from_yield:; + __pyx_t_2 = __pyx_cur_scope->__pyx_t_0; + __pyx_t_3 = __pyx_cur_scope->__pyx_t_1; + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L6;} + } } - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":79 - * sentence = GetString(hypos[0][k].words).c_str() - * yield sentence.decode('utf8') - * del hypos # <<<<<<<<<<<<<< + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":87 + * yield sentence.decode('utf8') + * finally: + * del hypos # <<<<<<<<<<<<<< * * # TODO richer k-best/sample output (feature vectors, trees?) */ - delete __pyx_cur_scope->__pyx_v_hypos; + /*finally:*/ { + int __pyx_why; + PyObject *__pyx_exc_type, *__pyx_exc_value, *__pyx_exc_tb; + int __pyx_exc_lineno; + __pyx_exc_type = 0; __pyx_exc_value = 0; __pyx_exc_tb = 0; __pyx_exc_lineno = 0; + __pyx_why = 0; goto __pyx_L7; + __pyx_L6: { + __pyx_why = 4; + __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; + __Pyx_ErrFetch(&__pyx_exc_type, &__pyx_exc_value, &__pyx_exc_tb); + __pyx_exc_lineno = __pyx_lineno; + goto __pyx_L7; + } + __pyx_L7:; + delete __pyx_cur_scope->__pyx_v_hypos; + switch (__pyx_why) { + case 4: { + __Pyx_ErrRestore(__pyx_exc_type, __pyx_exc_value, __pyx_exc_tb); + __pyx_lineno = __pyx_exc_lineno; + __pyx_exc_type = 0; + __pyx_exc_value = 0; + __pyx_exc_tb = 0; + goto __pyx_L1_error; + } + } + } PyErr_SetNone(PyExc_StopIteration); goto __pyx_L0; __pyx_L1_error:; @@ -4186,7 +4537,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("intersect (wrapper)", 0); - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_lat), __pyx_ptype_5_cdec_Lattice, 1, "lat", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_lat), __pyx_ptype_5_cdec_Lattice, 1, "lat", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_5_cdec_10Hypergraph_22intersect(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((struct __pyx_obj_5_cdec_Lattice *)__pyx_v_lat)); goto __pyx_L0; __pyx_L1_error:; @@ -4196,7 +4547,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_23intersect(PyObject *__pyx_v_self return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":83 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91 * # TODO richer k-best/sample output (feature vectors, trees?) * * def intersect(self, Lattice lat): # <<<<<<<<<<<<<< @@ -4213,7 +4564,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cde int __pyx_clineno = 0; __Pyx_RefNannySetupContext("intersect", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":84 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":92 * * def intersect(self, Lattice lat): * return hypergraph.Intersect(lat.lattice[0], self.hg) # <<<<<<<<<<<<<< @@ -4221,7 +4572,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cde * def prune(self, beam_alpha=0, density=0, **kwargs): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong(HG::Intersect((__pyx_v_lat->lattice[0]), __pyx_v_self->hg)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBool_FromLong(HG::Intersect((__pyx_v_lat->lattice[0]), __pyx_v_self->hg)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -4278,7 +4629,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_25prune(PyObject *__pyx_v_self, Py } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, __pyx_v_kwargs, values, pos_args, "prune") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, __pyx_v_kwargs, values, pos_args, "prune") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { @@ -4293,7 +4644,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_25prune(PyObject *__pyx_v_self, Py } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("prune", 0, 0, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("prune", 0, 0, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __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); @@ -4306,7 +4657,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_25prune(PyObject *__pyx_v_self, Py return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":86 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":94 * return hypergraph.Intersect(lat.lattice[0], self.hg) * * def prune(self, beam_alpha=0, density=0, **kwargs): # <<<<<<<<<<<<<< @@ -4326,7 +4677,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hy int __pyx_clineno = 0; __Pyx_RefNannySetupContext("prune", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":87 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":95 * * def prune(self, beam_alpha=0, density=0, **kwargs): * cdef hypergraph.EdgeMask* preserve_mask = NULL # <<<<<<<<<<<<<< @@ -4335,17 +4686,17 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hy */ __pyx_v_preserve_mask = NULL; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":88 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":96 * def prune(self, beam_alpha=0, density=0, **kwargs): * cdef hypergraph.EdgeMask* preserve_mask = NULL * if 'csplit_preserve_full_word' in kwargs: # <<<<<<<<<<<<<< * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True */ - __pyx_t_1 = ((PyDict_Contains(((PyObject *)__pyx_v_kwargs), ((PyObject *)__pyx_n_s_10)))); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((PyDict_Contains(((PyObject *)__pyx_v_kwargs), ((PyObject *)__pyx_n_s_10)))); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_1) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":89 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":97 * cdef hypergraph.EdgeMask* preserve_mask = NULL * if 'csplit_preserve_full_word' in kwargs: * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) # <<<<<<<<<<<<<< @@ -4354,28 +4705,50 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hy */ __pyx_v_preserve_mask = new std::vector(__pyx_v_self->hg->edges_.size()); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":90 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":98 * if 'csplit_preserve_full_word' in kwargs: * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True # <<<<<<<<<<<<<< * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) - * + * if preserve_mask: */ ((__pyx_v_preserve_mask[0])[CompoundSplit::GetFullWordEdgeIndex((__pyx_v_self->hg[0]))]) = 1; goto __pyx_L3; } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":99 * preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) # <<<<<<<<<<<<<< + * if preserve_mask: + * del preserve_mask + */ + __pyx_t_2 = __pyx_PyFloat_AsDouble(__pyx_v_beam_alpha); if (unlikely((__pyx_t_2 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_PyFloat_AsDouble(__pyx_v_density); if (unlikely((__pyx_t_3 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_self->hg->PruneInsideOutside(__pyx_t_2, __pyx_t_3, __pyx_v_preserve_mask, 0, 1.0, 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":100 + * preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True + * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) + * if preserve_mask: # <<<<<<<<<<<<<< + * del preserve_mask + * + */ + __pyx_t_1 = (__pyx_v_preserve_mask != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":101 + * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) + * if preserve_mask: + * del preserve_mask # <<<<<<<<<<<<<< * * def lattice(self): # TODO direct hg -> lattice conversion in cdec */ - __pyx_t_2 = __pyx_PyFloat_AsDouble(__pyx_v_beam_alpha); if (unlikely((__pyx_t_2 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_3 = __pyx_PyFloat_AsDouble(__pyx_v_density); if (unlikely((__pyx_t_3 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_self->hg->PruneInsideOutside(__pyx_t_2, __pyx_t_3, __pyx_v_preserve_mask, 0, 1.0, 0); + delete __pyx_v_preserve_mask; + goto __pyx_L4; + } + __pyx_L4:; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; @@ -4399,8 +4772,8 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_27lattice(PyObject *__pyx_v_self, return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":93 - * self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":103 + * del preserve_mask * * def lattice(self): # TODO direct hg -> lattice conversion in cdec # <<<<<<<<<<<<<< * cdef str plf = hypergraph.AsPLF(self.hg[0], True).c_str() @@ -4419,20 +4792,20 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_ int __pyx_clineno = 0; __Pyx_RefNannySetupContext("lattice", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":94 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":104 * * def lattice(self): # TODO direct hg -> lattice conversion in cdec * cdef str plf = hypergraph.AsPLF(self.hg[0], True).c_str() # <<<<<<<<<<<<<< * return Lattice(eval(plf)) * */ - __pyx_t_1 = PyBytes_FromString(HypergraphIO::AsPLF((__pyx_v_self->hg[0]), 1).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyBytes_FromString(HypergraphIO::AsPLF((__pyx_v_self->hg[0]), 1).c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_1)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_1))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyString_CheckExact(((PyObject *)__pyx_t_1)))||(PyErr_Format(PyExc_TypeError, "Expected str, got %.200s", Py_TYPE(((PyObject *)__pyx_t_1))->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_plf = ((PyObject*)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":95 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":105 * def lattice(self): # TODO direct hg -> lattice conversion in cdec * cdef str plf = hypergraph.AsPLF(self.hg[0], True).c_str() * return Lattice(eval(plf)) # <<<<<<<<<<<<<< @@ -4440,17 +4813,17 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_ * def reweight(self, weights): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_Globals(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_Globals(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); if (((PyObject *)__pyx_v_plf)) { - if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__plf), ((PyObject *)__pyx_v_plf)) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__plf), ((PyObject *)__pyx_v_plf)) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } if (((PyObject *)__pyx_v_self)) { - if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__self), ((PyObject *)__pyx_v_self)) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__self), ((PyObject *)__pyx_v_self)) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(((PyObject *)__pyx_v_plf)); PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_plf)); @@ -4461,15 +4834,15 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_ __Pyx_GIVEREF(((PyObject *)__pyx_t_2)); __pyx_t_1 = 0; __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(__pyx_builtin_eval, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_builtin_eval, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Lattice)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Lattice)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; __pyx_r = __pyx_t_2; @@ -4502,7 +4875,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_29reweight(PyObject *__pyx_v_self, return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":97 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":107 * return Lattice(eval(plf)) * * def reweight(self, weights): # <<<<<<<<<<<<<< @@ -4521,7 +4894,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_28reweight(struct __pyx_obj_5_cdec int __pyx_clineno = 0; __Pyx_RefNannySetupContext("reweight", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":98 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":108 * * def reweight(self, weights): * if isinstance(weights, SparseVector): # <<<<<<<<<<<<<< @@ -4534,7 +4907,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_28reweight(struct __pyx_obj_5_cdec __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":99 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":109 * def reweight(self, weights): * if isinstance(weights, SparseVector): * self.hg.Reweight(( weights).vector[0]) # 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Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("candidate_set", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + __Pyx_AddTraceback("_cdec.SegmentEvaluator.candidate_set", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; __pyx_L0:; - __Pyx_XDECREF(__pyx_r); - __pyx_generator->resume_label = -1; + __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); - return NULL; + return __pyx_r; } /* Python wrapper */ @@ -6821,18 +7507,18 @@ static int __pyx_pw_5_cdec_6Scorer_1__cinit__(PyObject *__pyx_v_self, PyObject * else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 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__pyx_v_refs); @@ -6998,7 +7717,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":97 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":122 * if isinstance(refs, unicode) or isinstance(refs, str): * refs = [refs] * cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]() # <<<<<<<<<<<<<< @@ -7007,7 +7726,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_refsv = new std::vector >(); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":100 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":125 * cdef vector[WordID]* refv * cdef bytes ref_str * for ref in refs: # <<<<<<<<<<<<<< @@ -7018,7 +7737,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score __pyx_t_1 = __pyx_v_refs; __Pyx_INCREF(__pyx_t_1); __pyx_t_5 = 0; __pyx_t_6 = NULL; } else { - __pyx_t_5 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_refs); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_refs); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_6 = Py_TYPE(__pyx_t_1)->tp_iternext; } @@ -7034,7 +7753,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score if (unlikely(!__pyx_t_7)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -7044,7 +7763,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score __pyx_v_ref = __pyx_t_7; __pyx_t_7 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":101 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":126 * cdef bytes ref_str * for ref in refs: * refv = new vector[WordID]() # <<<<<<<<<<<<<< @@ -7053,22 +7772,22 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_refv = new std::vector(); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":102 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":127 * for ref in refs: * refv = new vector[WordID]() * ConvertSentence(string(as_str(ref.strip())), refv) # <<<<<<<<<<<<<< * refsv.push_back(refv[0]) * del refv */ - __pyx_t_7 = PyObject_GetAttr(__pyx_v_ref, __pyx_n_s__strip); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyObject_GetAttr(__pyx_v_ref, __pyx_n_s__strip); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); - __pyx_t_8 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; TD::ConvertSentence(std::string(__pyx_f_5_cdec_as_str(__pyx_t_8, NULL)), __pyx_v_refv); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":103 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":128 * refv = new vector[WordID]() * ConvertSentence(string(as_str(ref.strip())), refv) * refsv.push_back(refv[0]) # <<<<<<<<<<<<<< @@ -7077,7 +7796,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_refsv->push_back((__pyx_v_refv[0])); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":104 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":129 * ConvertSentence(string(as_str(ref.strip())), refv) * refsv.push_back(refv[0]) * del refv # <<<<<<<<<<<<<< @@ -7088,19 +7807,19 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score } __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":106 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":131 * del refv * cdef unsigned i * cdef SegmentEvaluator evaluator = SegmentEvaluator() # <<<<<<<<<<<<<< * evaluator.metric = metric * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SegmentEvaluator)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SegmentEvaluator)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_evaluator = ((struct __pyx_obj_5_cdec_SegmentEvaluator *)__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":107 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":132 * cdef unsigned i * cdef SegmentEvaluator evaluator = SegmentEvaluator() * evaluator.metric = metric # <<<<<<<<<<<<<< @@ -7109,7 +7828,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_evaluator->metric = __pyx_v_metric; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":108 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":133 * cdef SegmentEvaluator evaluator = SegmentEvaluator() * evaluator.metric = metric * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) # <<<<<<<<<<<<<< @@ -7118,7 +7837,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score */ __pyx_v_evaluator->scorer = new boost::shared_ptr(__pyx_v_metric->CreateSegmentEvaluator((__pyx_v_refsv[0]))); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":109 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":134 * evaluator.metric = metric * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) * del refsv # in theory should not delete but store in SegmentEvaluator # <<<<<<<<<<<<<< @@ -7127,7 +7846,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score */ delete __pyx_v_refsv; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":110 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":135 * evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) * del refsv # in theory should not delete but store in SegmentEvaluator * return evaluator # <<<<<<<<<<<<<< @@ -7157,17 +7876,17 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_2__call__(struct __pyx_obj_5_cdec_Score } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_6Scorer_5__str__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_5_cdec_6Scorer_5__str__(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_5_cdec_6Scorer_7__str__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_5_cdec_6Scorer_7__str__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__str__ (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_6Scorer_4__str__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self)); + __pyx_r = __pyx_pf_5_cdec_6Scorer_6__str__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":137 * return evaluator * * def __str__(self): # <<<<<<<<<<<<<< @@ -7175,7 +7894,7 @@ static PyObject *__pyx_pw_5_cdec_6Scorer_5__str__(PyObject *__pyx_v_self) { * */ -static PyObject *__pyx_pf_5_cdec_6Scorer_4__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self) { +static PyObject *__pyx_pf_5_cdec_6Scorer_6__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self) { PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; @@ -7184,7 +7903,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__str__(struct __pyx_obj_5_cdec_Scorer int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__str__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":113 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":138 * * def __str__(self): * return self.name.c_str() # <<<<<<<<<<<<<< @@ -7192,7 +7911,7 @@ static PyObject *__pyx_pf_5_cdec_6Scorer_4__str__(struct __pyx_obj_5_cdec_Scorer * BLEU = Scorer('IBM_BLEU') */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyBytes_FromString(__pyx_v_self->name->c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyBytes_FromString(__pyx_v_self->name->c_str()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); __pyx_r = ((PyObject *)__pyx_t_1); __pyx_t_1 = 0; @@ -8129,7 +8848,7 @@ static PyObject *__pyx_sq_item_5_cdec_DenseVector(PyObject *o, Py_ssize_t i) { static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, PyObject *v) { if (v) { - return __pyx_pw_5_cdec_11DenseVector_3__setitem__(o, i, v); + return __pyx_pw_5_cdec_11DenseVector_5__setitem__(o, i, v); } else { PyErr_Format(PyExc_NotImplementedError, @@ -8139,8 +8858,8 @@ static int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, P } static PyMethodDef __pyx_methods_5_cdec_DenseVector[] = { - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_8dot, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_10tosparse, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_10dot, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_12tosparse, METH_NOARGS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; @@ -8203,7 +8922,7 @@ static PyNumberMethods __pyx_tp_as_number_DenseVector = { }; static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { - 0, /*sq_length*/ + __pyx_pw_5_cdec_11DenseVector_1__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ __pyx_sq_item_5_cdec_DenseVector, /*sq_item*/ @@ -8216,8 +8935,8 @@ static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { }; static PyMappingMethods __pyx_tp_as_mapping_DenseVector = { - 0, /*mp_length*/ - __pyx_pw_5_cdec_11DenseVector_1__getitem__, /*mp_subscript*/ + __pyx_pw_5_cdec_11DenseVector_1__len__, /*mp_length*/ + __pyx_pw_5_cdec_11DenseVector_3__getitem__, /*mp_subscript*/ __pyx_mp_ass_subscript_5_cdec_DenseVector, /*mp_ass_subscript*/ }; @@ -8272,7 +8991,7 @@ static PyTypeObject __pyx_type_5_cdec_DenseVector = { 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_11DenseVector_5__iter__, /*tp_iter*/ + __pyx_pw_5_cdec_11DenseVector_7__iter__, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_5_cdec_DenseVector, /*tp_methods*/ 0, /*tp_members*/ @@ -8305,6 +9024,15 @@ static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, } static void __pyx_tp_dealloc_5_cdec_SparseVector(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_12SparseVector_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } (*Py_TYPE(o)->tp_free)(o); } static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { @@ -8317,7 +9045,7 @@ static PyObject *__pyx_sq_item_5_cdec_SparseVector(PyObject *o, Py_ssize_t i) { static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) { if (v) { - return __pyx_pw_5_cdec_12SparseVector_3__setitem__(o, i, v); + return __pyx_pw_5_cdec_12SparseVector_7__setitem__(o, i, v); } else { PyErr_Format(PyExc_NotImplementedError, @@ -8327,17 +9055,17 @@ static int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, } static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = { - {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_8dot, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("todense"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_10todense, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_3copy, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_12dot, METH_O, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; static PyNumberMethods __pyx_tp_as_number_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_26__add__, /*nb_add*/ - __pyx_pw_5_cdec_12SparseVector_28__sub__, /*nb_subtract*/ - __pyx_pw_5_cdec_12SparseVector_30__mul__, /*nb_multiply*/ + __pyx_pw_5_cdec_12SparseVector_28__add__, /*nb_add*/ + __pyx_pw_5_cdec_12SparseVector_30__sub__, /*nb_subtract*/ + __pyx_pw_5_cdec_12SparseVector_32__mul__, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_32__div__, /*nb_divide*/ + __pyx_pw_5_cdec_12SparseVector_34__div__, /*nb_divide*/ #endif 0, /*nb_remainder*/ 0, /*nb_divmod*/ @@ -8368,11 +9096,11 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { #if PY_MAJOR_VERSION < 3 0, /*nb_hex*/ #endif - __pyx_pw_5_cdec_12SparseVector_18__iadd__, /*nb_inplace_add*/ - __pyx_pw_5_cdec_12SparseVector_20__isub__, /*nb_inplace_subtract*/ - __pyx_pw_5_cdec_12SparseVector_22__imul__, /*nb_inplace_multiply*/ + __pyx_pw_5_cdec_12SparseVector_20__iadd__, /*nb_inplace_add*/ + __pyx_pw_5_cdec_12SparseVector_22__isub__, /*nb_inplace_subtract*/ + __pyx_pw_5_cdec_12SparseVector_24__imul__, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_24__idiv__, /*nb_inplace_divide*/ + __pyx_pw_5_cdec_12SparseVector_26__idiv__, /*nb_inplace_divide*/ #endif 0, /*nb_inplace_remainder*/ 0, /*nb_inplace_power*/ @@ -8391,21 +9119,21 @@ static PyNumberMethods __pyx_tp_as_number_SparseVector = { }; static PySequenceMethods __pyx_tp_as_sequence_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_14__len__, /*sq_length*/ + __pyx_pw_5_cdec_12SparseVector_16__len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ __pyx_sq_item_5_cdec_SparseVector, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ - __pyx_pw_5_cdec_12SparseVector_16__contains__, /*sq_contains*/ + __pyx_pw_5_cdec_12SparseVector_18__contains__, /*sq_contains*/ 0, /*sq_inplace_concat*/ 0, /*sq_inplace_repeat*/ }; static PyMappingMethods __pyx_tp_as_mapping_SparseVector = { - __pyx_pw_5_cdec_12SparseVector_14__len__, /*mp_length*/ - __pyx_pw_5_cdec_12SparseVector_1__getitem__, /*mp_subscript*/ + __pyx_pw_5_cdec_12SparseVector_16__len__, /*mp_length*/ + __pyx_pw_5_cdec_12SparseVector_5__getitem__, /*mp_subscript*/ __pyx_mp_ass_subscript_5_cdec_SparseVector, /*mp_ass_subscript*/ }; @@ -8458,9 +9186,9 @@ static PyTypeObject __pyx_type_5_cdec_SparseVector = { 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ - __pyx_pw_5_cdec_12SparseVector_12__richcmp__, /*tp_richcompare*/ + __pyx_pw_5_cdec_12SparseVector_14__richcmp__, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - __pyx_pw_5_cdec_12SparseVector_5__iter__, /*tp_iter*/ + __pyx_pw_5_cdec_12SparseVector_9__iter__, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_5_cdec_SparseVector, /*tp_methods*/ 0, /*tp_members*/ @@ -9258,6 +9986,194 @@ static PyTypeObject __pyx_type_5_cdec_SufficientStats = { #endif }; +static PyObject *__pyx_tp_new_5_cdec_CandidateSet(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + if (__pyx_pw_5_cdec_12CandidateSet_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_5_cdec_CandidateSet(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_5_cdec_CandidateSet(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyMethodDef __pyx_methods_5_cdec_CandidateSet[] = { + {__Pyx_NAMESTR("add_kbest"), (PyCFunction)__pyx_pw_5_cdec_12CandidateSet_12add_kbest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_CandidateSet = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_CandidateSet, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*mp_length*/ + __pyx_pw_5_cdec_12CandidateSet_7__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_CandidateSet = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec_CandidateSet = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.CandidateSet"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_CandidateSet), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_CandidateSet, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_CandidateSet, /*tp_as_number*/ + &__pyx_tp_as_sequence_CandidateSet, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_CandidateSet, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_CandidateSet, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_12CandidateSet_9__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_CandidateSet, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_CandidateSet, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k) { PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; @@ -9279,7 +10195,7 @@ static void __pyx_tp_dealloc_5_cdec_SegmentEvaluator(PyObject *o) { static PyMethodDef __pyx_methods_5_cdec_SegmentEvaluator[] = { {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_NOARGS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; @@ -9447,6 +10363,15 @@ static PyObject *__pyx_tp_new_5_cdec_Scorer(PyTypeObject *t, PyObject *a, PyObje } static void __pyx_tp_dealloc_5_cdec_Scorer(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_6Scorer_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } (*Py_TYPE(o)->tp_free)(o); } @@ -9571,8 +10496,8 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = { &__pyx_tp_as_sequence_Scorer, /*tp_as_sequence*/ &__pyx_tp_as_mapping_Scorer, /*tp_as_mapping*/ 0, /*tp_hash*/ - __pyx_pw_5_cdec_6Scorer_3__call__, /*tp_call*/ - __pyx_pw_5_cdec_6Scorer_5__str__, /*tp_str*/ + __pyx_pw_5_cdec_6Scorer_5__call__, /*tp_call*/ + __pyx_pw_5_cdec_6Scorer_7__str__, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ &__pyx_tp_as_buffer_Scorer, /*tp_as_buffer*/ @@ -10027,14 +10952,12 @@ static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); - p->__pyx_v_fname = 0; p->__pyx_v_self = 0; return o; } static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_fname)); Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } @@ -10042,9 +10965,6 @@ static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { int e; struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; - if (p->__pyx_v_fname) { - e = (*v)(p->__pyx_v_fname, a); if (e) return e; - } if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } @@ -10054,9 +10974,6 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, v static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_fname); - p->__pyx_v_fname = ((PyObject*)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); @@ -11439,60 +12356,44 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___iter__ = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_candidate_set(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o); - p->__pyx_v_candidate = 0; - p->__pyx_v_hypergraph = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_candidate_set(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o; - Py_XDECREF(((PyObject *)p->__pyx_v_candidate)); - Py_XDECREF(((PyObject *)p->__pyx_v_hypergraph)); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_candidate_set(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o; - if (p->__pyx_v_candidate) { - e = (*v)(((PyObject*)p->__pyx_v_candidate), a); if (e) return e; - } - if (p->__pyx_v_hypergraph) { - e = (*v)(((PyObject*)p->__pyx_v_hypergraph), a); if (e) return e; - } + struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8_candidate_set(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__ *)o; PyObject* tmp; - tmp = ((PyObject*)p->__pyx_v_candidate); - p->__pyx_v_candidate = ((struct __pyx_obj_5_cdec_Candidate *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->__pyx_v_hypergraph); - p->__pyx_v_hypergraph = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); tmp = ((PyObject*)p->__pyx_v_self); - p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SegmentEvaluator *)Py_None); Py_INCREF(Py_None); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_CandidateSet *)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8_candidate_set[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_candidate_set = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -11550,7 +12451,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_candidate_set = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_candidate_set = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -11563,13 +12464,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_candidate_set 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8_candidate_set = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_candidate_set = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -11590,12 +12491,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_candidate_set = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_candidate_set = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8_candidate_set"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_candidate_set), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -11605,24 +12506,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_candidate_set = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_8_candidate_set, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_8_candidate_set, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_8_candidate_set, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_8___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_8___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_8___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_8_candidate_set, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_8___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_8___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_8___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_8___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -11632,7 +12533,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_candidate_set = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_8_candidate_set, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_8___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -11696,6 +12597,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__encoding, __pyx_k__encoding, sizeof(__pyx_k__encoding), 0, 0, 1, 1}, {&__pyx_n_s__enumerate, __pyx_k__enumerate, sizeof(__pyx_k__enumerate), 0, 0, 1, 1}, {&__pyx_n_s__eval, __pyx_k__eval, sizeof(__pyx_k__eval), 0, 0, 1, 1}, + {&__pyx_n_s__evaluator, __pyx_k__evaluator, sizeof(__pyx_k__evaluator), 0, 0, 1, 1}, {&__pyx_n_s__grammar, __pyx_k__grammar, sizeof(__pyx_k__grammar), 0, 0, 1, 1}, {&__pyx_n_s__hypergraph, __pyx_k__hypergraph, sizeof(__pyx_k__hypergraph), 0, 0, 1, 1}, {&__pyx_n_s__inp, __pyx_k__inp, sizeof(__pyx_k__inp), 0, 0, 1, 1}, @@ -11714,11 +12616,11 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { }; static int __Pyx_InitCachedBuiltins(void) { __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_KeyError = __Pyx_GetName(__pyx_b, __pyx_n_s__KeyError); if (!__pyx_builtin_KeyError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_KeyError = __Pyx_GetName(__pyx_b, __pyx_n_s__KeyError); if (!__pyx_builtin_KeyError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_enumerate = __Pyx_GetName(__pyx_b, __pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_IndexError = __Pyx_GetName(__pyx_b, __pyx_n_s__IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_open = __Pyx_GetName(__pyx_b, __pyx_n_s__open); if (!__pyx_builtin_open) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -11731,14 +12633,14 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":69 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":76 * elif op == 3: # != * return not (x == y) * raise NotImplemented('comparison not implemented for SparseVector') # <<<<<<<<<<<<<< * * def __len__(self): */ - __pyx_k_tuple_3 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_3 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_3); __Pyx_INCREF(((PyObject *)__pyx_kp_s_2)); PyTuple_SET_ITEM(__pyx_k_tuple_3, 0, ((PyObject *)__pyx_kp_s_2)); @@ -11787,42 +12689,42 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_6)); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":41 - * if not derivation: break - * sentence = GetString(derivation._yield).c_str() - * yield sentence.decode('utf8') # <<<<<<<<<<<<<< - * del derivations - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":42 + * if not derivation: break + * sentence = GetString(derivation._yield).c_str() + * yield sentence.decode('utf8') # <<<<<<<<<<<<<< + * finally: + * del derivations */ - __pyx_k_tuple_7 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_7 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_7); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); PyTuple_SET_ITEM(__pyx_k_tuple_7, 0, ((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_7)); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":53 - * if not derivation: break - * tree = GetString(derivation._yield).c_str() - * yield tree.decode('utf8') # <<<<<<<<<<<<<< - * del derivations - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 + * if not derivation: break + * tree = GetString(derivation._yield).c_str() + * yield tree.decode('utf8') # <<<<<<<<<<<<<< + * finally: + * del derivations */ - __pyx_k_tuple_8 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_8 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_8); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); PyTuple_SET_ITEM(__pyx_k_tuple_8, 0, ((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_8)); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":78 - * for k in range(hypos.size()): - * sentence = GetString(hypos[0][k].words).c_str() - * yield sentence.decode('utf8') # <<<<<<<<<<<<<< - * del hypos - * + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":85 + * for k in range(hypos.size()): + * sentence = GetString(hypos[0][k].words).c_str() + * yield sentence.decode('utf8') # <<<<<<<<<<<<<< + * finally: + * del hypos */ - __pyx_k_tuple_9 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_9 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_9); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); PyTuple_SET_ITEM(__pyx_k_tuple_9, 0, ((PyObject *)__pyx_n_s__utf8)); @@ -11947,25 +12849,25 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_22)); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":140 * return self.name.c_str() * * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') */ - __pyx_k_tuple_24 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_24)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_24 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_24)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_24); __Pyx_INCREF(((PyObject *)__pyx_n_s__IBM_BLEU)); PyTuple_SET_ITEM(__pyx_k_tuple_24, 0, ((PyObject *)__pyx_n_s__IBM_BLEU)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__IBM_BLEU)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_24)); - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":141 * * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< */ - __pyx_k_tuple_25 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_25)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_25 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_25)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_25); __Pyx_INCREF(((PyObject *)__pyx_n_s__TER)); PyTuple_SET_ITEM(__pyx_k_tuple_25, 0, ((PyObject *)__pyx_n_s__TER)); @@ -12057,8 +12959,8 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_DenseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "DenseVector", (PyObject *)&__pyx_type_5_cdec_DenseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_DenseVector = &__pyx_type_5_cdec_DenseVector; - if (PyType_Ready(&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "SparseVector", (PyObject *)&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SparseVector", (PyObject *)&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SparseVector = &__pyx_type_5_cdec_SparseVector; if (PyType_Ready(&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Hypergraph", (PyObject *)&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -12072,57 +12974,60 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "SufficientStats", (PyObject *)&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SufficientStats = &__pyx_type_5_cdec_SufficientStats; - if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "CandidateSet", (PyObject *)&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_CandidateSet = &__pyx_type_5_cdec_CandidateSet; + if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_SegmentEvaluator = &__pyx_type_5_cdec_SegmentEvaluator; - if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Scorer = &__pyx_type_5_cdec_Scorer; if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Decoder = &__pyx_type_5_cdec_Decoder; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct____iter__ = &__pyx_type_5_cdec___pyx_scope_struct____iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_1___iter__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_2_kbest) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = &__pyx_type_5_cdec___pyx_scope_struct_2_kbest; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = &__pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = &__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_5_sample = &__pyx_type_5_cdec___pyx_scope_struct_5_sample; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_6___iter__; if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_7___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_candidate_set) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_8_candidate_set = &__pyx_type_5_cdec___pyx_scope_struct_8_candidate_set; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_8___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_8___iter__; /*--- Type import code ---*/ /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":115 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":140 * return self.name.c_str() * * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< * TER = Scorer('TER') */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_24), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_24), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":116 + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":141 * * BLEU = Scorer('IBM_BLEU') * TER = Scorer('TER') # <<<<<<<<<<<<<< */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_25), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_25), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "_cdec.pyx":11 diff --git a/python/src/hypergraph.pxi b/python/src/hypergraph.pxi index ce78b729..9d09722e 100644 --- a/python/src/hypergraph.pxi +++ b/python/src/hypergraph.pxi @@ -32,39 +32,45 @@ cdef class Hypergraph: def kbest(self, size): cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size) cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal].Derivation* derivation - cdef str sentence + cdef bytes sentence cdef unsigned k - for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - sentence = GetString(derivation._yield).c_str() - yield sentence.decode('utf8') - del derivations + try: + for k in range(size): + derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not derivation: break + sentence = GetString(derivation._yield).c_str() + yield sentence.decode('utf8') + finally: + del derivations def kbest_tree(self, size): cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal].Derivation* derivation cdef str tree cdef unsigned k - for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - tree = GetString(derivation._yield).c_str() - yield tree.decode('utf8') - del derivations + try: + for k in range(size): + derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not derivation: break + tree = GetString(derivation._yield).c_str() + yield tree.decode('utf8') + finally: + del derivations def kbest_features(self, size): cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal]* derivations = new kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal](self.hg[0], size) cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation cdef SparseVector fmap cdef unsigned k - for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - fmap = SparseVector() - fmap.vector = new FastSparseVector[weight_t](derivation._yield) - yield fmap - del derivations + try: + for k in range(size): + derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not derivation: break + fmap = SparseVector() + fmap.vector = new FastSparseVector[weight_t](derivation._yield) + yield fmap + finally: + del derivations def sample(self, unsigned n): cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() @@ -73,10 +79,12 @@ cdef class Hypergraph: hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) cdef str sentence cdef unsigned k - for k in range(hypos.size()): - sentence = GetString(hypos[0][k].words).c_str() - yield sentence.decode('utf8') - del hypos + try: + for k in range(hypos.size()): + sentence = GetString(hypos[0][k].words).c_str() + yield sentence.decode('utf8') + finally: + del hypos # TODO richer k-best/sample output (feature vectors, trees?) @@ -89,6 +97,8 @@ cdef class Hypergraph: preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) + if preserve_mask: + del preserve_mask def lattice(self): # TODO direct hg -> lattice conversion in cdec cdef str plf = hypergraph.AsPLF(self.hg[0], True).c_str() diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi index dabdf927..9afb6fe1 100644 --- a/python/src/mteval.pxi +++ b/python/src/mteval.pxi @@ -56,6 +56,37 @@ cdef class SufficientStats: result.metric = x.metric return result +cdef class CandidateSet: + cdef shared_ptr[mteval.SegmentEvaluator]* scorer + cdef mteval.EvaluationMetric* metric + cdef mteval.CandidateSet* cs + + def __cinit__(self, SegmentEvaluator evaluator): + self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) + self.metric = evaluator.metric + self.cs = new mteval.CandidateSet() + + def __dealloc__(self): + del self.scorer + del self.cs + + def __len__(self): + return self.cs.size() + + def __getitem__(self, unsigned k): + cdef Candidate candidate = Candidate() + candidate.candidate = &self.cs[0][k] + candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) + return candidate + + def __iter__(self): + cdef unsigned i + for i in range(len(self)): + yield self[i] + + def add_kbest(self, Hypergraph hypergraph, unsigned k): + self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) + cdef class SegmentEvaluator: cdef shared_ptr[mteval.SegmentEvaluator]* scorer cdef mteval.EvaluationMetric* metric @@ -72,23 +103,17 @@ cdef class SegmentEvaluator: self.scorer.get().Evaluate(hyp, sf.stats) return sf - def candidate_set(self, Hypergraph hypergraph, unsigned k): - cdef mteval.CandidateSet* cs = new mteval.CandidateSet() - cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) - cdef Candidate candidate - cdef unsigned i - for i in range(cs.size()): - candidate = Candidate() - candidate.candidate = &cs[0][i] - candidate.score = self.metric.ComputeScore(cs[0][i].eval_feats) - yield candidate - del cs + def candidate_set(self): + return CandidateSet(self) cdef class Scorer: cdef string* name def __cinit__(self, char* name): self.name = new string(name) + + def __dealloc__(self): + del self.name def __call__(self, refs): cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0]) diff --git a/python/src/vectors.pxi b/python/src/vectors.pxi index 233c9530..fc0c365f 100644 --- a/python/src/vectors.pxi +++ b/python/src/vectors.pxi @@ -1,16 +1,20 @@ from cython.operator cimport preincrement as pinc cdef class DenseVector: - cdef vector[weight_t]* vector + cdef vector[weight_t]* vector # Not owned by DenseVector + + def __len__(self): + return self.vector.size() def __getitem__(self, char* fname): - cdef unsigned fid = FDConvert(fname) - if fid <= self.vector.size(): + cdef int fid = FDConvert(fname) + if 0 <= fid < self.vector.size(): return self.vector[0][fid] raise KeyError(fname) def __setitem__(self, char* fname, float value): - cdef unsigned fid = FDConvert(fname) + cdef int fid = FDConvert(fname) + if fid < 0: raise KeyError(fname) if self.vector.size() <= fid: self.vector.resize(fid + 1) self.vector[0][fid] = value @@ -32,21 +36,30 @@ cdef class DenseVector: cdef class SparseVector: cdef FastSparseVector[weight_t]* vector + def __dealloc__(self): + del self.vector + + def copy(self): + return self * 1 + def __getitem__(self, char* fname): - cdef unsigned fid = FDConvert(fname) + cdef int fid = FDConvert(fname) + if fid < 0: raise KeyError(fname) return self.vector.value(fid) def __setitem__(self, char* fname, float value): - cdef unsigned fid = FDConvert(fname) + cdef int fid = FDConvert(fname) + if fid < 0: raise KeyError(fname) self.vector.set_value(fid, value) def __iter__(self): cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) - cdef str fname - for i in range(self.vector.size()): - fname = FDConvert(it[0].ptr().first).c_str() - yield (fname, it[0].ptr().second) - pinc(it[0]) + try: + for i in range(self.vector.size()): + yield (FDConvert(it[0].ptr().first).c_str(), it[0].ptr().second) + pinc(it[0]) # ++it + finally: + del it def dot(self, other): if isinstance(other, DenseVector): @@ -54,12 +67,6 @@ cdef class SparseVector: elif isinstance(other, SparseVector): return self.vector.dot(( other).vector[0]) raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) - - def todense(self): - cdef DenseVector dense = DenseVector() - dense.vector = new vector[weight_t]() - self.vector.init_vector(dense.vector) - return dense def __richcmp__(SparseVector x, SparseVector y, int op): if op == 2: # == diff --git a/python/test.py b/python/test.py index b3900eef..8069aa0a 100644 --- a/python/test.py +++ b/python/test.py @@ -60,3 +60,6 @@ print forest.viterbi_source_tree() # Compare 1best and reference feature vectors fref = forest.viterbi_features() print dict(fsrc - fref) + +# Prune hypergraph +forest.prune(density=100) diff --git a/training/candidate_set.cc b/training/candidate_set.cc index 8c086ece..087efec3 100644 --- a/training/candidate_set.cc +++ b/training/candidate_set.cc @@ -4,6 +4,7 @@ #include +#include "verbose.h" #include "ns.h" #include "filelib.h" #include "wordid.h" @@ -118,7 +119,7 @@ void CandidateSet::WriteToFile(const string& file) const { } void CandidateSet::ReadFromFile(const string& file) { - cerr << "Reading candidates from " << file << endl; + if(!SILENT) cerr << "Reading candidates from " << file << endl; ReadFile rf(file); istream& in = *rf.stream(); string cand; @@ -133,11 +134,11 @@ void CandidateSet::ReadFromFile(const string& file) { ParseSparseVector(feats, 0, &cs.back().fmap); cs.back().eval_feats = SufficientStats(ss); } - cerr << " read " << cs.size() << " candidates\n"; + if(!SILENT) cerr << " read " << cs.size() << " candidates\n"; } void CandidateSet::Dedup() { - cerr << "Dedup in=" << cs.size(); + if(!SILENT) cerr << "Dedup in=" << cs.size(); tr1::unordered_set u; while(cs.size() > 0) { u.insert(cs.back()); @@ -148,7 +149,7 @@ void CandidateSet::Dedup() { cs.push_back(*it); it = u.erase(it); } - cerr << " out=" << cs.size() << endl; + if(!SILENT) cerr << " out=" << cs.size() << endl; } void CandidateSet::AddKBestCandidates(const Hypergraph& hg, size_t kbest_size, const SegmentEvaluator* scorer) { -- cgit v1.2.3