diff options
Diffstat (limited to 'python/src')
| -rw-r--r-- | python/src/_cdec.cpp | 8862 | ||||
| -rw-r--r-- | python/src/_cdec.pyx | 22 | ||||
| -rw-r--r-- | python/src/hypergraph.pxi | 59 | ||||
| -rw-r--r-- | python/src/kbest.pxd | 2 | ||||
| -rw-r--r-- | python/src/lattice.pxi | 12 | ||||
| -rw-r--r-- | python/src/mteval.pxd | 47 | ||||
| -rw-r--r-- | python/src/mteval.pxi | 154 | ||||
| -rw-r--r-- | python/src/utils.pxd | 10 | ||||
| -rw-r--r-- | python/src/vectors.pxi | 81 |
9 files changed, 8090 insertions, 1159 deletions
diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index 0b9b9911..3a127ba9 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.16 on Sat Jun 23 11:57:21 2012 */ +/* Generated by Cython 0.16 on Thu Jul 5 16:20:15 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -279,11 +279,12 @@ #include "utils/wordid.h" #include "utils/small_vector.h" #include "utils/sparse_vector.h" -#include "utils/tdict.cc" +#include "utils/tdict.h" #include "utils/verbose.h" #include "utils/fdict.h" #include "utils/filelib.h" #include "utils/sampler.h" +#include <boost/shared_ptr.hpp> #include "decoder/lattice.h" #include "decoder/hg.h" #include "decoder/viterbi.h" @@ -295,6 +296,8 @@ #include "decoder/decoder.h" #include "observer.h" #include "decoder/kbest.h" +#include "mteval/ns.h" +#include "training/candidate_set.h" #ifdef _OPENMP #include <omp.h> #endif /* _OPENMP */ @@ -381,50 +384,96 @@ static const char *__pyx_f[] = { "vectors.pxi", "hypergraph.pxi", "lattice.pxi", + "mteval.pxi", }; /*--- Type declarations ---*/ -struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample; +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_SegmentEvaluator; struct __pyx_obj_5_cdec_SparseVector; struct __pyx_obj_5_cdec_Hypergraph; struct __pyx_obj_5_cdec_Lattice; -struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__; struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest; +struct __pyx_obj_5_cdec_Candidate; +struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines; +struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample; struct __pyx_obj_5_cdec_DenseVector; +struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot; +struct __pyx_opt_args_5_cdec_as_str; + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":3 + * cimport mteval + * + * cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< + * cdef bytes ret + * if isinstance(sentence, unicode): + */ +struct __pyx_opt_args_5_cdec_as_str { + int __pyx_n; + PyObject *error_msg; +}; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 - * del derivations +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":122 + * return CandidateSet(self) + * + * cdef class Scorer: # <<<<<<<<<<<<<< + * cdef string* name * - * def sample(self, unsigned n): # <<<<<<<<<<<<<< - * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() - * if self.rng == NULL: */ -struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample { +struct __pyx_obj_5_cdec_Scorer { PyObject_HEAD - std::vector<HypergraphSampler::Hypothesis> *__pyx_v_hypos; - unsigned int __pyx_v_k; - unsigned int __pyx_v_n; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_sentence; - size_t __pyx_t_0; - unsigned int __pyx_t_1; + std::string *name; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70 + * 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<SegmentEvaluator> *scorer; + EvaluationMetric *metric; + training::CandidateSet *cs; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":36 + * return fmap + * + * cdef class SufficientStats: # <<<<<<<<<<<<<< + * cdef mteval.SufficientStats* stats + * cdef mteval.EvaluationMetric* metric + */ +struct __pyx_obj_5_cdec_SufficientStats { + PyObject_HEAD + SufficientStats *stats; + EvaluationMetric *metric; }; -/* "/Users/vchahun/Sandbox/cdec/python/src/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<weight_t>::const_iterator *__pyx_v_it; struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self; @@ -433,8 +482,28 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":44 - * 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) + * cdef kb.KBestDerivations[FastSparseVector[weight_t], kb.FeatureVectorTraversal].Derivation* derivation + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features { + PyObject_HEAD + KBest::KBestDerivations<FastSparseVector<weight_t>,FeatureVectorTraversal>::Derivation *__pyx_v_derivation; + KBest::KBestDerivations<FastSparseVector<weight_t>,FeatureVectorTraversal> *__pyx_v_derivations; + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_size; + unsigned int __pyx_t_0; + long __pyx_t_1; +}; + + +/* "/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) @@ -454,11 +523,11 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_3_kbest_tree { /* "_cdec.pyx":15 - * pass + * class ParseFailed(Exception): pass * * cdef class Decoder: # <<<<<<<<<<<<<< * cdef decoder.Decoder* dec - * cdef public DenseVector weights + * cdef DenseVector weights */ struct __pyx_obj_5_cdec_Decoder { PyObject_HEAD @@ -467,7 +536,21 @@ struct __pyx_obj_5_cdec_Decoder { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":32 +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":103 + * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) + * + * cdef class SegmentEvaluator: # <<<<<<<<<<<<<< + * cdef shared_ptr[mteval.SegmentEvaluator]* scorer + * cdef mteval.EvaluationMetric* metric + */ +struct __pyx_obj_5_cdec_SegmentEvaluator { + PyObject_HEAD + boost::shared_ptr<SegmentEvaluator> *scorer; + EvaluationMetric *metric; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":36 * return sparse * * cdef class SparseVector: # <<<<<<<<<<<<<< @@ -507,23 +590,7 @@ struct __pyx_obj_5_cdec_Lattice { }; -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":50 - * return hypergraph.AsPLF(self.lattice[0], True).c_str() - * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(len(self)): - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ { - PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; - Py_ssize_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":18 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":22 * self.vector[0][fid] = value * * def __iter__(self): # <<<<<<<<<<<<<< @@ -559,11 +626,67 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest { }; +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":22 + * return stats + * + * cdef class Candidate: # <<<<<<<<<<<<<< + * cdef mteval.Candidate* candidate + * cdef public float score + */ +struct __pyx_obj_5_cdec_Candidate { + PyObject_HEAD + const training::Candidate *candidate; + float score; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":59 + * + * def todot(self): + * def lines(): # <<<<<<<<<<<<<< + * yield 'digraph lattice {' + * yield 'rankdir = LR;' + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *__pyx_outer_scope; + PyObject *__pyx_v_delta; + PyObject *__pyx_v_i; + PyObject *__pyx_v_label; + PyObject *__pyx_v_weight; + Py_ssize_t __pyx_t_0; + PyObject *__pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); + PyObject *__pyx_t_3; + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":75 + * del derivations + * + * def sample(self, unsigned n): # <<<<<<<<<<<<<< + * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() + * if self.rng == NULL: + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample { + PyObject_HEAD + std::vector<HypergraphSampler::Hypothesis> *__pyx_v_hypos; + unsigned int __pyx_v_k; + unsigned int __pyx_v_n; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_sentence; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3 * from cython.operator cimport preincrement as pinc * * cdef class DenseVector: # <<<<<<<<<<<<<< - * cdef vector[weight_t]* vector + * cdef vector[weight_t]* vector # Not owned by DenseVector * */ struct __pyx_obj_5_cdec_DenseVector { @@ -571,6 +694,68 @@ struct __pyx_obj_5_cdec_DenseVector { std::vector<weight_t> *vector; }; + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":50 + * return hypergraph.AsPLF(self.lattice[0], True).c_str() + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":54 + * return self.stats.size() + * + * def __iter__(self): # <<<<<<<<<<<<<< + * for i in range(len(self)): + * yield self.stats[0][i] + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ { + PyObject_HEAD + PyObject *__pyx_v_i; + struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self; + Py_ssize_t __pyx_t_0; + PyObject *__pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":95 + * return candidate + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":58 + * del self.lattice + * + * def todot(self): # <<<<<<<<<<<<<< + * def lines(): + * yield 'digraph lattice {' + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot { + PyObject_HEAD + struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; +}; + #ifndef CYTHON_REFNANNY #define CYTHON_REFNANNY 0 #endif @@ -635,6 +820,8 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, const char *name, int exact); /*proto*/ +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ + static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/ static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ @@ -729,6 +916,8 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i) return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); } +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); + static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ #define __Pyx_PyObject_AsDouble(obj) \ ((likely(PyFloat_CheckExact(obj))) ? \ @@ -736,8 +925,6 @@ static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ - static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ @@ -748,6 +935,48 @@ static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *na static PyObject* __Pyx_Globals(void); /*proto*/ +#define __Pyx_CyFunction_USED 1 +#include <structmember.h> +#define __Pyx_CYFUNCTION_STATICMETHOD 0x01 +#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 +#define __Pyx_CYFUNCTION_CCLASS 0x04 +#define __Pyx_CyFunction_GetClosure(f) \ + (((__pyx_CyFunctionObject *) (f))->func_closure) +#define __Pyx_CyFunction_GetClassObj(f) \ + (((__pyx_CyFunctionObject *) (f))->func_classobj) +#define __Pyx_CyFunction_Defaults(type, f) \ + ((type *)(((__pyx_CyFunctionObject *) (f))->defaults)) +#define __Pyx_CyFunction_SetDefaultsGetter(f, g) \ + ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g) +typedef struct { + PyCFunctionObject func; + int flags; + PyObject *func_dict; + PyObject *func_weakreflist; + PyObject *func_name; + PyObject *func_doc; + PyObject *func_code; + PyObject *func_closure; + PyObject *func_classobj; /* No-args super() class cell */ + void *defaults; + int defaults_pyobjects; + PyObject *defaults_tuple; /* Const defaults tuple */ + PyObject *(*defaults_getter)(PyObject *); +} __pyx_CyFunctionObject; +static PyTypeObject *__pyx_CyFunctionType = 0; +#define __Pyx_CyFunction_NewEx(ml, flags, self, module, code) \ + __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, self, module, code) +static PyObject *__Pyx_CyFunction_New(PyTypeObject *, + PyMethodDef *ml, int flags, + PyObject *self, PyObject *module, + PyObject* code); +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m, + size_t size, + int pyobjects); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, + PyObject *tuple); +static int __Pyx_CyFunction_init(void); + static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); @@ -801,6 +1030,9 @@ static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, PyObject *closure); static int __pyx_Generator_init(void); +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename); /*proto*/ + static int __Pyx_check_binary_version(void); typedef struct { @@ -841,18 +1073,32 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ /* Module declarations from 'kbest' */ +/* Module declarations from 'mteval' */ + /* Module declarations from '_cdec' */ static PyTypeObject *__pyx_ptype_5_cdec_DenseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_SparseVector = 0; static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; static PyTypeObject *__pyx_ptype_5_cdec_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; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_2_kbest = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_kbest_tree = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_sample = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5_sample = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7_todot = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8_lines = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_9___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_10___iter__ = 0; +static char *__pyx_f_5_cdec_as_str(PyObject *, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args); /*proto*/ +static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject *, PyObject *); /*proto*/ #define __Pyx_MODULE_NAME "_cdec" int __pyx_module_is_main__cdec = 0; @@ -860,34 +1106,40 @@ int __pyx_module_is_main__cdec = 0; static PyObject *__pyx_builtin_Exception; static PyObject *__pyx_builtin_KeyError; static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_NotImplemented; static PyObject *__pyx_builtin_eval; static PyObject *__pyx_builtin_enumerate; -static PyObject *__pyx_builtin_TypeError; 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_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other, 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__neg__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_21__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_23__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_25__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +#if PY_MAJOR_VERSION < 3 +static PyObject *__pyx_pf_5_cdec_12SparseVector_27__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +#endif +static PyObject *__pyx_pf_5_cdec_12SparseVector_29__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_31__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_33__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ #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_35__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ #endif -static PyObject *__pyx_pf_5_cdec_12SparseVector_25__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_27__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ @@ -895,11 +1147,12 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_source_tree(struct __pyx_ static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_10kbest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ static PyObject *__pyx_pf_5_cdec_10Hypergraph_13kbest_tree(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_16sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_19intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, struct __pyx_obj_5_cdec_Lattice *__pyx_v_lat); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_21prune(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_beam_alpha, PyObject *__pyx_v_density, PyObject *__pyx_v_kwargs); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_23lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_25reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_16kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_22intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, struct __pyx_obj_5_cdec_Lattice *__pyx_v_lat); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_24prune(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_beam_alpha, PyObject *__pyx_v_density, PyObject *__pyx_v_kwargs); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_26lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_28reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ static int __pyx_pf_5_cdec_7Lattice___init__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ static PyObject *__pyx_pf_5_cdec_7Lattice_2__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */ static int __pyx_pf_5_cdec_7Lattice_4__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */ @@ -907,48 +1160,102 @@ static Py_ssize_t __pyx_pf_5_cdec_7Lattice_6__len__(struct __pyx_obj_5_cdec_Latt static PyObject *__pyx_pf_5_cdec_7Lattice_8__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5_cdec_7Lattice_10__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ static void __pyx_pf_5_cdec_7Lattice_13__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_5todot_lines(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_15todot(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9Candidate_4fmap___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9Candidate_5score___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_9Candidate_5score_2__set__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static void __pyx_pf_5_cdec_15SufficientStats___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_5score___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_6detail___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static 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, 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); /* proto */ +static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, char *__pyx_v_name); /* proto */ +static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */ +static PyObject *__pyx_pf_5_cdec_6Scorer_6__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, char *__pyx_v_config); /* proto */ static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_cfg); /* proto */ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_sentence, PyObject *__pyx_v_grammar); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_5_cdec_7Decoder_7weights_4__del__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ static char __pyx_k_1[] = "cannot take the dot product of %s and SparseVector"; static char __pyx_k_2[] = "comparison not implemented for SparseVector"; static char __pyx_k_10[] = "csplit_preserve_full_word"; static char __pyx_k_11[] = "cannot reweight hypergraph with %s"; static char __pyx_k_13[] = "Cannot create lattice from %s"; static char __pyx_k_14[] = "lattice index out of range"; -static char __pyx_k_21[] = "Cannot translate input type %s"; +static char __pyx_k_19[] = "digraph lattice {"; + static char __pyx_k_20[] = "rankdir = LR;"; + static char __pyx_k_21[] = "node [shape=circle];"; + static char __pyx_k_22[] = "%d -> %d [label=\"%s\"];"; + static char __pyx_k_23[] = "\""; + static char __pyx_k_24[] = "\\\""; + static char __pyx_k_26[] = "%d [shape=doublecircle]"; +static char __pyx_k_27[] = "}"; +static char __pyx_k_30[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi"; +static char __pyx_k_31[] = "\n"; +static char __pyx_k_33[] = "Cannot convert type %s to str"; +static char __pyx_k_35[] = "candidate set index out of range"; +static char __pyx_k_37[] = "cannot initialize weights with %s"; +static char __pyx_k_40[] = "Cannot translate input type %s"; +static char __pyx_k__i[] = "i"; +static char __pyx_k__k[] = "k"; +static char __pyx_k__TER[] = "TER"; static char __pyx_k__dot[] = "dot"; static char __pyx_k__inp[] = "inp"; static char __pyx_k__plf[] = "plf"; +static char __pyx_k__BLEU[] = "BLEU"; static char __pyx_k__eval[] = "eval"; +static char __pyx_k__join[] = "join"; +static char __pyx_k__name[] = "name"; static char __pyx_k__open[] = "open"; +static char __pyx_k__refs[] = "refs"; static char __pyx_k__self[] = "self"; static char __pyx_k__utf8[] = "utf8"; static char __pyx_k___cdec[] = "_cdec"; +static char __pyx_k__delta[] = "delta"; +static char __pyx_k__items[] = "items"; +static char __pyx_k__label[] = "label"; +static char __pyx_k__lines[] = "lines"; static char __pyx_k__range[] = "range"; static char __pyx_k__split[] = "split"; static char __pyx_k__strip[] = "strip"; static char __pyx_k__config[] = "config"; static char __pyx_k__decode[] = "decode"; static char __pyx_k__encode[] = "encode"; +static char __pyx_k__weight[] = "weight"; static char __pyx_k__density[] = "density"; static char __pyx_k__grammar[] = "grammar"; +static char __pyx_k__replace[] = "replace"; +static char __pyx_k__IBM_BLEU[] = "IBM_BLEU"; static char __pyx_k__KeyError[] = "KeyError"; static char __pyx_k____exit__[] = "__exit__"; static char __pyx_k____main__[] = "__main__"; static char __pyx_k____test__[] = "__test__"; +static char __pyx_k__encoding[] = "encoding"; static char __pyx_k__sentence[] = "sentence"; static char __pyx_k__Exception[] = "Exception"; static char __pyx_k__TypeError[] = "TypeError"; static char __pyx_k____enter__[] = "__enter__"; static char __pyx_k__enumerate[] = "enumerate"; +static char __pyx_k__evaluator[] = "evaluator"; static char __pyx_k__IndexError[] = "IndexError"; -static char __pyx_k__ValueError[] = "ValueError"; static char __pyx_k__beam_alpha[] = "beam_alpha"; +static char __pyx_k__hypergraph[] = "hypergraph"; static char __pyx_k__ParseFailed[] = "ParseFailed"; static char __pyx_k__NotImplemented[] = "NotImplemented"; static PyObject *__pyx_kp_s_1; @@ -956,15 +1263,30 @@ static PyObject *__pyx_n_s_10; static PyObject *__pyx_kp_s_11; static PyObject *__pyx_kp_s_13; static PyObject *__pyx_kp_s_14; +static PyObject *__pyx_kp_s_19; static PyObject *__pyx_kp_s_2; +static PyObject *__pyx_kp_s_20; static PyObject *__pyx_kp_s_21; +static PyObject *__pyx_kp_s_22; +static PyObject *__pyx_kp_s_23; +static PyObject *__pyx_kp_s_24; +static PyObject *__pyx_kp_s_26; +static PyObject *__pyx_kp_s_27; +static PyObject *__pyx_kp_s_30; +static PyObject *__pyx_kp_s_31; +static PyObject *__pyx_kp_s_33; +static PyObject *__pyx_kp_s_35; +static PyObject *__pyx_kp_s_37; +static PyObject *__pyx_kp_s_40; +static PyObject *__pyx_n_s__BLEU; static PyObject *__pyx_n_s__Exception; +static PyObject *__pyx_n_s__IBM_BLEU; static PyObject *__pyx_n_s__IndexError; static PyObject *__pyx_n_s__KeyError; static PyObject *__pyx_n_s__NotImplemented; static PyObject *__pyx_n_s__ParseFailed; +static PyObject *__pyx_n_s__TER; static PyObject *__pyx_n_s__TypeError; -static PyObject *__pyx_n_s__ValueError; static PyObject *__pyx_n_s____enter__; static PyObject *__pyx_n_s____exit__; static PyObject *__pyx_n_s____main__; @@ -973,21 +1295,35 @@ static PyObject *__pyx_n_s___cdec; static PyObject *__pyx_n_s__beam_alpha; static PyObject *__pyx_n_s__config; static PyObject *__pyx_n_s__decode; +static PyObject *__pyx_n_s__delta; static PyObject 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{__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyFloat_FromDouble(((__pyx_v_self->vector[0])[__pyx_v_fid])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -1082,26 +1469,26 @@ static PyObject *__pyx_pf_5_cdec_11DenseVector___getitem__(struct __pyx_obj_5_cd } __pyx_L3:; - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":10 - * if fid <= self.vector.size(): + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":13 + * if 0 <= fid < self.vector.size(): * return self.vector[0][fid] * raise KeyError(fname) # <<<<<<<<<<<<<< * * def __setitem__(self, char* fname, float value): */ - __pyx_t_2 = PyBytes_FromString(__pyx_v_fname); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = 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*__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); { - __pyx_v_value = __pyx_PyFloat_AsFloat(__pyx_arg_value); if (unlikely((__pyx_v_value == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_value = __pyx_PyFloat_AsFloat(__pyx_arg_value); if (unlikely((__pyx_v_value == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -1136,38 +1523,69 @@ static int __pyx_pw_5_cdec_11DenseVector_3__setitem__(PyObject *__pyx_v_self, Py __Pyx_RefNannyFinishContext(); return -1; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_11DenseVector_2__setitem__(((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_self), ((char *)__pyx_v_fname), ((float)__pyx_v_value)); + __pyx_r = __pyx_pf_5_cdec_11DenseVector_4__setitem__(((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_self), ((char *)__pyx_v_fname), ((float)__pyx_v_value)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":12 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":15 * raise KeyError(fname) * * def __setitem__(self, char* fname, float value): # <<<<<<<<<<<<<< - * cdef unsigned fid = FDConvert(<char *>fname) - * if self.vector.size() <= fid: + * cdef int fid = FDConvert(<char *>fname) + * if fid < 0: raise KeyError(fname) */ -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) { - unsigned int __pyx_v_fid; +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) { + int __pyx_v_fid; int __pyx_r; __Pyx_RefNannyDeclarations int __pyx_t_1; + PyObject *__pyx_t_2 = NULL; + PyObject *__pyx_t_3 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__setitem__", 0); - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":13 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":16 * * def __setitem__(self, char* fname, float value): - * cdef unsigned fid = 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PyObject *__pyx_gb_5_cdec_11DenseVector_6generator(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_11DenseVector_8generator(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)__pyx_generator->closure); PyObject *__pyx_r = NULL; @@ -1276,9 +1701,9 @@ static PyObject *__pyx_gb_5_cdec_11DenseVector_6generator(__pyx_GeneratorObject return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":20 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":24 * 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__Pyx_XDECREF(__pyx_t_4); + __Pyx_XDECREF(__pyx_t_5); __Pyx_AddTraceback("__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; __Pyx_XDECREF(__pyx_r); @@ -1794,25 +2408,25 @@ static PyObject *__pyx_gb_5_cdec_12SparseVector_6generator1(__pyx_GeneratorObjec } /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_12SparseVector_8dot(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/ -static PyObject *__pyx_pw_5_cdec_12SparseVector_8dot(PyObject *__pyx_v_self, PyObject *__pyx_v_other) { +static PyObject *__pyx_pw_5_cdec_12SparseVector_12dot(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/ +static PyObject *__pyx_pw_5_cdec_12SparseVector_12dot(PyObject *__pyx_v_self, PyObject *__pyx_v_other) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("dot (wrapper)", 0); - __pyx_r = __pyx_pf_5_cdec_12SparseVector_7dot(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((PyObject *)__pyx_v_other)); + __pyx_r = 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__pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->vector->dot((((struct __pyx_obj_5_cdec_DenseVector *)__pyx_v_other)->vector[0]))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -1852,12 +2466,12 @@ static PyObject *__pyx_pf_5_cdec_12SparseVector_7dot(struct __pyx_obj_5_cdec_Spa goto __pyx_L3; } - /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":54 + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":67 * if isinstance(other, DenseVector): * return self.vector.dot((<DenseVector> other).vector[0]) * elif isinstance(other, SparseVector): # <<<<<<<<<<<<<< * return self.vector.dot((<SparseVector> other).vector[0]) - * raise ValueError('cannot take the dot product of %s and SparseVector' % type(other)) + * raise TypeError('cannot take the dot product of %s and SparseVector' % 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__pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":86 + * def __neg__(self): + * cdef SparseVector result = SparseVector() + * result.vector = new FastSparseVector[weight_t](self.vector[0]) # <<<<<<<<<<<<<< + * result.vector[0] *= -1.0 + * return result + */ + __pyx_v_result->vector = new FastSparseVector<weight_t>((__pyx_v_self->vector[0])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":87 + * cdef SparseVector result = SparseVector() + * result.vector = new FastSparseVector[weight_t](self.vector[0]) + * result.vector[0] *= -1.0 # <<<<<<<<<<<<<< + * return result + * + */ + (__pyx_v_result->vector[0]) *= -1.0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":88 + * result.vector = new FastSparseVector[weight_t](self.vector[0]) + * result.vector[0] *= -1.0 + * return result # <<<<<<<<<<<<<< + * + * def __iadd__(SparseVector self, SparseVector other): + */ + __Pyx_XDECREF(__pyx_r); + __Pyx_INCREF(((PyObject *)__pyx_v_result)); + __pyx_r = 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goto __pyx_L1_error;} - __pyx_r = __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)); + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SparseVector, 1, "other", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = __pyx_pf_5_cdec_12SparseVector_23__isub__(((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SparseVector *)__pyx_v_other)); goto __pyx_L0; __pyx_L1_error:; __pyx_r = NULL; @@ -2285,7 +2899,7 @@ static PyObject *__pyx_pw_5_cdec_12SparseVector_20__isub__(PyObject *__pyx_v_sel return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":81 +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":94 * return self * * def __isub__(SparseVector self, SparseVector other): # <<<<<<<<<<<<<< @@ -2293,12 +2907,12 @@ static PyObject 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__pyx_L1_error:; __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_AddTraceback("kbest_tree", __pyx_clineno, __pyx_lineno, __pyx_filename); + __Pyx_AddTraceback("kbest_features", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_L0:; __Pyx_XDECREF(__pyx_r); __pyx_generator->resume_label = -1; __Pyx_RefNannyFinishContext(); return NULL; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ +static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */ /* Python wrapper */ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_17sample(PyObject *__pyx_v_self, PyObject *__pyx_arg_n); /*proto*/ -static PyObject *__pyx_pw_5_cdec_10Hypergraph_17sample(PyObject *__pyx_v_self, PyObject *__pyx_arg_n) { +static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, PyObject *__pyx_arg_n); /*proto*/ +static PyObject *__pyx_pw_5_cdec_10Hypergraph_20sample(PyObject *__pyx_v_self, PyObject *__pyx_arg_n) { unsigned int __pyx_v_n; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("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 = 56; __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:; @@ -3371,28 +4525,28 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_17sample(PyObject *__pyx_v_self, P __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - __pyx_r = __pyx_pf_5_cdec_10Hypergraph_16sample(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((unsigned int)__pyx_v_n)); + __pyx_r = __pyx_pf_5_cdec_10Hypergraph_19sample(((struct __pyx_obj_5_cdec_Hypergraph *)__pyx_v_self), ((unsigned int)__pyx_v_n)); __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":56 - * 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]() * if self.rng == NULL: */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_16sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *__pyx_cur_scope; +static PyObject *__pyx_pf_5_cdec_10Hypergraph_19sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *__pyx_cur_scope; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("sample", 0); - __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)__pyx_ptype_5_cdec___pyx_scope_struct_4_sample->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_4_sample, __pyx_empty_tuple, NULL); + __pyx_cur_scope = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)__pyx_ptype_5_cdec___pyx_scope_struct_5_sample->tp_new(__pyx_ptype_5_cdec___pyx_scope_struct_5_sample, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_cur_scope)) { __Pyx_RefNannyFinishContext(); return NULL; @@ -3403,7 +4557,7 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_16sample(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_18generator4, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __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; @@ -3421,9 +4575,9 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_16sample(struct __pyx_obj_5_cdec_H return __pyx_r; } -static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ +static PyObject *__pyx_gb_5_cdec_10Hypergraph_21generator5(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */ { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)__pyx_generator->closure); + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *__pyx_cur_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)__pyx_generator->closure); PyObject *__pyx_r = NULL; int __pyx_t_1; size_t __pyx_t_2; @@ -3434,15 +4588,15 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__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 = 56; __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":57 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":76 * * def sample(self, unsigned n): * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() # <<<<<<<<<<<<<< @@ -3451,7 +4605,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__pyx_GeneratorObject */ __pyx_cur_scope->__pyx_v_hypos = new std::vector<HypergraphSampler::Hypothesis>(); - /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":58 + /* "/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: # <<<<<<<<<<<<<< @@ -3461,7 +4615,7 @@ static PyObject *__pyx_gb_5_cdec_10Hypergraph_18generator4(__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":59 + /* 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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":64 + /* "/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 + * try: + * for k in range(hypos.size()): # <<<<<<<<<<<<<< + * sentence = GetString(hypos[0][k].words).c_str() + * yield sentence.decode('utf8') */ - __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 = 64; __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 = 64; __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_2 = __pyx_cur_scope->__pyx_v_hypos->size(); + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_cur_scope->__pyx_v_k = __pyx_t_3; + + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":84 + * try: + * for k in range(hypos.size()): + * 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":65 - * 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 = 65; __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 = 65; __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 = 65; __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":66 - * 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 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__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:; __pyx_r = NULL; @@ -3573,7 +4763,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_20intersect(PyObject *__pyx_v_self return __pyx_r; } -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":70 +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":91 * # TODO richer k-best/sample output (feature vectors, trees?) * * def intersect(self, Lattice lat): # <<<<<<<<<<<<<< @@ -3581,7 +4771,7 @@ static PyObject *__pyx_pw_5_cdec_10Hypergraph_20intersect(PyObject *__pyx_v_self * */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_19intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, struct __pyx_obj_5_cdec_Lattice *__pyx_v_lat) { +static PyObject 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= 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 = 81; __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":82 + /* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":105 * def lattice(self): # TODO direct hg -> 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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)); @@ -3838,15 +5050,15 @@ static PyObject *__pyx_pf_5_cdec_10Hypergraph_23lattice(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 = 82; __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 = 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= __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -5191,7 +9389,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_v_fp = __pyx_t_4; __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - /* "_cdec.pyx":32 + /* "_cdec.pyx":48 * def read_weights(self, cfg): * with open(cfg) as fp: * for line in fp: # <<<<<<<<<<<<<< @@ -5202,7 +9400,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_t_4 = __pyx_v_fp; __Pyx_INCREF(__pyx_t_4); __pyx_t_8 = 0; __pyx_t_9 = NULL; } else { - __pyx_t_8 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_fp); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_8 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_fp); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_9 = Py_TYPE(__pyx_t_4)->tp_iternext; } @@ -5218,7 +9416,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ if (unlikely(!__pyx_t_2)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L7_error;} } break; } @@ -5228,16 +9426,16 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __pyx_v_line = __pyx_t_2; __pyx_t_2 = 0; - /* "_cdec.pyx":33 + /* "_cdec.pyx":49 * with open(cfg) as fp: * for line in fp: * 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= __LINE__; goto __pyx_L7_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L7_error;} } __pyx_t_2 = PyList_GET_ITEM(sequence, 0); __pyx_t_10 = PyList_GET_ITEM(sequence, 1); @@ -5264,7 +9462,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } else { Py_ssize_t index = -1; - __pyx_t_11 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_11 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_11); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_12 = Py_TYPE(__pyx_t_11)->tp_iternext; @@ -5272,14 +9470,14 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_GOTREF(__pyx_t_2); index = 1; __pyx_t_10 = __pyx_t_12(__pyx_t_11); if (unlikely(!__pyx_t_10)) goto __pyx_L18_unpacking_failed; __Pyx_GOTREF(__pyx_t_10); - if (__Pyx_IternextUnpackEndCheck(__pyx_t_12(__pyx_t_11), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + if (__Pyx_IternextUnpackEndCheck(__pyx_t_12(__pyx_t_11), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; goto __pyx_L19_unpacking_done; __pyx_L18_unpacking_failed:; __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __pyx_L19_unpacking_done:; } __Pyx_XDECREF(__pyx_v_fname); @@ -5289,22 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(unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_10 = PyObject_GetAttr(__pyx_v_fname, __pyx_n_s__strip); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_10 = PyObject_GetAttr(__pyx_v_fname, __pyx_n_s__strip); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_10); - __pyx_t_2 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - if (PyObject_SetItem(((PyObject *)__pyx_v_self->weights), __pyx_t_2, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L7_error;} + if (PyObject_SetItem(((PyObject *)__pyx_v_self->weights), __pyx_t_2, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L7_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } @@ -5321,7 +9519,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0; - /* "_cdec.pyx":31 + /* "_cdec.pyx":47 * * def read_weights(self, cfg): * with open(cfg) as fp: # <<<<<<<<<<<<<< @@ -5330,11 +9528,11 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ */ /*except:*/ { __Pyx_AddTraceback("_cdec.Decoder.read_weights", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_1, &__pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_1, &__pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_GOTREF(__pyx_t_1); __Pyx_GOTREF(__pyx_t_2); - __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __Pyx_GOTREF(__pyx_t_10); __Pyx_INCREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_4); @@ -5347,11 +9545,11 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_GIVEREF(__pyx_t_2); __pyx_t_15 = PyObject_Call(__pyx_t_3, __pyx_t_10, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __Pyx_GOTREF(__pyx_t_15); __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_15); __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0; - if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} __pyx_t_16 = (!__pyx_t_14); if (__pyx_t_16) { __Pyx_GIVEREF(__pyx_t_4); @@ -5359,7 +9557,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ __Pyx_GIVEREF(__pyx_t_2); __Pyx_ErrRestore(__pyx_t_4, __pyx_t_1, __pyx_t_2); __pyx_t_4 = 0; __pyx_t_1 = 0; __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;} goto __pyx_L22; } __pyx_L22:; @@ -5385,13 +9583,13 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_ } /*finally:*/ { if (__pyx_t_3) { - __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_19, NULL); + __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_38, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __pyx_t_16 = __Pyx_PyObject_IsTrue(__pyx_t_7); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - if (unlikely(__pyx_t_16 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__pyx_t_16 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } } goto __pyx_L23; @@ -5433,7 +9631,7 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyO { PyObject* values[2] = {0,0}; - /* "_cdec.pyx":36 + /* "_cdec.pyx":52 * self.weights[fname.strip()] = float(value) * * def translate(self, sentence, grammar=None): # <<<<<<<<<<<<<< @@ -5463,7 +9661,7 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyO } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "translate") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "translate") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { @@ -5478,7 +9676,7 @@ static PyObject *__pyx_pw_5_cdec_7Decoder_7translate(PyObject *__pyx_v_self, PyO } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("translate", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("translate", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Decoder.translate", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -5504,7 +9702,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec int __pyx_clineno = 0; __Pyx_RefNannySetupContext("translate", 0); - /* "_cdec.pyx":37 + /* 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NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__encode); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__encode); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_20), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_39), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_v_inp = __pyx_t_3; @@ -5540,7 +9738,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec goto __pyx_L3; } - /* "_cdec.pyx":39 + /* "_cdec.pyx":55 * if isinstance(sentence, unicode): * inp = sentence.strip().encode('utf8') * elif isinstance(sentence, str): # <<<<<<<<<<<<<< @@ -5553,16 +9751,16 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":40 + /* "_cdec.pyx":56 * inp = sentence.strip().encode('utf8') * elif isinstance(sentence, str): * inp = sentence.strip() # <<<<<<<<<<<<<< * elif isinstance(sentence, Lattice): * inp = str(sentence) # PLF format */ - __pyx_t_3 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_GetAttr(__pyx_v_sentence, __pyx_n_s__strip); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_inp = __pyx_t_1; @@ -5570,7 +9768,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec goto __pyx_L3; } - /* "_cdec.pyx":41 + /* "_cdec.pyx":57 * elif isinstance(sentence, str): * inp = sentence.strip() * elif isinstance(sentence, Lattice): # <<<<<<<<<<<<<< @@ -5583,19 +9781,19 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_2) { - /* "_cdec.pyx":42 + /* "_cdec.pyx":58 * inp = sentence.strip() * elif isinstance(sentence, Lattice): * inp = str(sentence) # PLF format # <<<<<<<<<<<<<< * else: * raise TypeError('Cannot translate input type %s' % type(sentence)) */ - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_INCREF(__pyx_v_sentence); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_sentence); __Pyx_GIVEREF(__pyx_v_sentence); - __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __pyx_v_inp = __pyx_t_3; @@ -5604,53 +9802,53 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec } /*else*/ { - /* "_cdec.pyx":44 + /* "_cdec.pyx":60 * inp = str(sentence) # PLF format * else: * raise TypeError('Cannot translate input type %s' % type(sentence)) # <<<<<<<<<<<<<< * if grammar: * self.dec.SetSentenceGrammarFromString(string(<char *> grammar)) */ - __pyx_t_3 = 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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} }; @@ -5932,7 +10034,7 @@ 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*/ @@ -5945,8 +10047,8 @@ 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*/ }; @@ -6001,7 +10103,7 @@ 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*/ @@ -6034,6 +10136,15 @@ 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) { @@ -6046,7 +10157,7 @@ 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, @@ -6056,22 +10167,22 @@ 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*/ - 0, /*nb_multiply*/ + __pyx_pw_5_cdec_12SparseVector_30__add__, /*nb_add*/ + __pyx_pw_5_cdec_12SparseVector_32__sub__, /*nb_subtract*/ + __pyx_pw_5_cdec_12SparseVector_34__mul__, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 - 0, /*nb_divide*/ + __pyx_pw_5_cdec_12SparseVector_36__div__, /*nb_divide*/ #endif 0, /*nb_remainder*/ 0, /*nb_divmod*/ 0, /*nb_power*/ - 0, /*nb_negative*/ + __pyx_pw_5_cdec_12SparseVector_20__neg__, /*nb_negative*/ 0, /*nb_positive*/ 0, /*nb_absolute*/ 0, /*nb_nonzero*/ @@ -6097,11 +10208,11 @@ 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_22__iadd__, /*nb_inplace_add*/ + __pyx_pw_5_cdec_12SparseVector_24__isub__, /*nb_inplace_subtract*/ + __pyx_pw_5_cdec_12SparseVector_26__imul__, /*nb_inplace_multiply*/ #if PY_MAJOR_VERSION < 3 - __pyx_pw_5_cdec_12SparseVector_24__idiv__, /*nb_inplace_divide*/ + __pyx_pw_5_cdec_12SparseVector_28__idiv__, /*nb_inplace_divide*/ #endif 0, /*nb_inplace_remainder*/ 0, /*nb_inplace_power*/ @@ -6120,21 +10231,21 @@ 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*/ }; @@ -6187,9 +10298,9 @@ 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*/ @@ -6241,11 +10352,12 @@ static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_features, METH_NOARGS, __Pyx_DOCSTR(0)}, {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_11kbest, METH_O, __Pyx_DOCSTR(0)}, {__Pyx_NAMESTR("kbest_tree"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_14kbest_tree, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_17sample, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_20intersect, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_22prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_24lattice, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_26reweight, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_17kbest_features, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_20sample, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_23intersect, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_25prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_27lattice, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_29reweight, METH_O, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; @@ -6441,6 +10553,7 @@ static int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObj } static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { + {__Pyx_NAMESTR("todot"), (PyCFunction)__pyx_pw_5_cdec_7Lattice_16todot, METH_NOARGS, __Pyx_DOCSTR(0)}, {0, 0, 0, 0} }; @@ -6598,6 +10711,941 @@ static PyTypeObject __pyx_type_5_cdec_Lattice = { #endif }; +static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Candidate(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_5words_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_4fmap_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, void *x) { + return __pyx_pw_5_cdec_9Candidate_5score_1__get__(o); +} + +static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pw_5_cdec_9Candidate_5score_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_Candidate[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_Candidate[] = { + {(char *)"words", __pyx_getprop_5_cdec_9Candidate_words, 0, 0, 0}, + {(char *)"fmap", __pyx_getprop_5_cdec_9Candidate_fmap, 0, 0, 0}, + {(char *)"score", __pyx_getprop_5_cdec_9Candidate_score, __pyx_setprop_5_cdec_9Candidate_score, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Candidate = { + 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_Candidate = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Candidate = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Candidate = { + #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_Candidate = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Candidate"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Candidate), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Candidate, /*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_Candidate, /*tp_as_number*/ + &__pyx_tp_as_sequence_Candidate, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Candidate, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Candidate, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Candidate, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_Candidate, /*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_Candidate, /*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_SufficientStats(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) { + return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, void *x) { + return __pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_SufficientStats[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = { + {(char *)"score", __pyx_getprop_5_cdec_15SufficientStats_score, 0, 0, 0}, + {(char *)"detail", __pyx_getprop_5_cdec_15SufficientStats_detail, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_10__add__, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + __pyx_pw_5_cdec_15SufficientStats_8__iadd__, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_SufficientStats = { + #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_SufficientStats = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SufficientStats"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SufficientStats), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SufficientStats, /*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_SufficientStats, /*tp_as_number*/ + &__pyx_tp_as_sequence_SufficientStats, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SufficientStats, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_SufficientStats, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_15SufficientStats_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SufficientStats, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_SufficientStats, /*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_SufficientStats, /*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_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; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_SegmentEvaluator(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_5_cdec_SegmentEvaluator[] = { + {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_NOARGS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SegmentEvaluator = { + 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_SegmentEvaluator = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SegmentEvaluator = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_SegmentEvaluator = { + #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_SegmentEvaluator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SegmentEvaluator"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SegmentEvaluator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SegmentEvaluator, /*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_SegmentEvaluator, /*tp_as_number*/ + &__pyx_tp_as_sequence_SegmentEvaluator, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SegmentEvaluator, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_SegmentEvaluator, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SegmentEvaluator, /*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_SegmentEvaluator, /*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_Scorer(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + if (__pyx_pw_5_cdec_6Scorer_1__cinit__(o, a, k) < 0) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Scorer(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_6Scorer_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_5_cdec_Scorer[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Scorer = { + 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_Scorer = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Scorer = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Scorer = { + #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_Scorer = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Scorer"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Scorer), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Scorer, /*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_Scorer, /*tp_as_number*/ + &__pyx_tp_as_sequence_Scorer, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Scorer, /*tp_as_mapping*/ + 0, /*tp_hash*/ + __pyx_pw_5_cdec_6Scorer_5__call__, /*tp_call*/ + __pyx_pw_5_cdec_6Scorer_7__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Scorer, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Scorer, /*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_Scorer, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) { struct __pyx_obj_5_cdec_Decoder *p; PyObject *o = (*t->tp_alloc)(t, 0); @@ -6652,7 +11700,8 @@ static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v); } else { - return __pyx_pw_5_cdec_7Decoder_7weights_5__del__(o); + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; } } @@ -7017,14 +12066,12 @@ 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); } @@ -7032,9 +12079,6 @@ 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; } @@ -7044,9 +12088,6 @@ 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); @@ -7625,26 +12666,233 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_kbest_tree = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4_sample(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o); + p->__pyx_v_fmap = 0; + p->__pyx_v_self = 0; + p->__pyx_v_size = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_fmap)); + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_size); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; + if (p->__pyx_v_fmap) { + e = (*v)(((PyObject*)p->__pyx_v_fmap), a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_fmap); + p->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_kbest_features = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_kbest_features = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4_kbest_features"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4_kbest_features), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number___pyx_scope_struct_4_kbest_features, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_4_kbest_features, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_4_kbest_features, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_4_kbest_features, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_4_kbest_features, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5_sample(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o); p->__pyx_v_self = 0; p->__pyx_v_sentence = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_sample(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; if (p->__pyx_v_self) { e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } @@ -7654,8 +12902,8 @@ static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_sample(PyObject *o, vis return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_sample(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); @@ -7666,11 +12914,11 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4_sample(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4_sample[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5_sample[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_sample = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5_sample = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -7728,7 +12976,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_4_sample = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_sample = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5_sample = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -7741,13 +12989,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_4_sample = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_4_sample = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5_sample = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_sample = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5_sample = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -7768,12 +13016,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_4_sample = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_sample = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5_sample = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4_sample"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4_sample), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5_sample"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5_sample), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4_sample, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5_sample, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -7783,24 +13031,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_sample = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_4_sample, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_4_sample, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_4_sample, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_5_sample, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_5_sample, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_5_sample, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_4_sample, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_5_sample, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_4_sample, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_4_sample, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_5_sample, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_5_sample, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_4_sample, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_5_sample, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -7810,7 +13058,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_sample = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_4_sample, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_5_sample, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -7824,32 +13072,32 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4_sample = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o); p->__pyx_v_self = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5___iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___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_5___iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__ *)o; PyObject* tmp; tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); @@ -7857,11 +13105,648 @@ static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5___iter__(PyObject *o) { return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5___iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6___iter__[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_6___iter__ = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_6___iter__ = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_6___iter__ = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_6___iter__ = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6___iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_6___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6___iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6___iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number___pyx_scope_struct_6___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_6___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_6___iter__, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_6___iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_6___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_6___iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_6___iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_6___iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7_todot(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_7_todot(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_7_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_7_todot[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_7_todot = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_7_todot = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_7_todot = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_7_todot = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7_todot = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7_todot"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7_todot, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number___pyx_scope_struct_7_todot, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_7_todot, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_7_todot, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_7_todot, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_7_todot, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_7_todot, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_7_todot, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_7_todot, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_lines(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_delta = 0; + p->__pyx_v_i = 0; + p->__pyx_v_label = 0; + p->__pyx_v_weight = 0; + p->__pyx_t_1 = 0; + p->__pyx_t_3 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o; + Py_XDECREF(((PyObject *)p->__pyx_outer_scope)); + Py_XDECREF(p->__pyx_v_delta); + Py_XDECREF(p->__pyx_v_i); + Py_XDECREF(p->__pyx_v_label); + Py_XDECREF(p->__pyx_v_weight); + Py_XDECREF(p->__pyx_t_1); + Py_XDECREF(p->__pyx_t_3); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_lines(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_delta) { + e = (*v)(p->__pyx_v_delta, a); if (e) return e; + } + if (p->__pyx_v_i) { + e = (*v)(p->__pyx_v_i, a); if (e) return e; + } + if (p->__pyx_v_label) { + e = (*v)(p->__pyx_v_label, a); if (e) return e; + } + if (p->__pyx_v_weight) { + e = (*v)(p->__pyx_v_weight, a); if (e) return e; + } + if (p->__pyx_t_1) { + e = (*v)(p->__pyx_t_1, a); if (e) return e; + } + if (p->__pyx_t_3) { + e = (*v)(p->__pyx_t_3, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7_todot *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_delta); + p->__pyx_v_delta = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_i); + p->__pyx_v_i = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_label); + p->__pyx_v_label = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_weight); + p->__pyx_v_weight = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_1); + p->__pyx_t_1 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_3); + p->__pyx_t_3 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8_lines[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_8_lines = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_8_lines = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_8_lines = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_8_lines = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_lines = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8_lines"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_lines), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_lines, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number___pyx_scope_struct_8_lines, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_8_lines, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_8_lines, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_8_lines, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_lines, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_8_lines, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_8_lines, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_8_lines, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o); + p->__pyx_v_i = 0; + p->__pyx_v_self = 0; + p->__pyx_t_1 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o; + Py_XDECREF(p->__pyx_v_i); + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_t_1); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_9___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o; + if (p->__pyx_v_i) { + e = (*v)(p->__pyx_v_i, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_t_1) { + e = (*v)(p->__pyx_t_1, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_9___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_i); + p->__pyx_v_i = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SufficientStats *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_1); + p->__pyx_t_1 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_9___iter__[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5___iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_9___iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -7919,7 +13804,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_5___iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5___iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_9___iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -7932,13 +13817,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_5___iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_5___iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_9___iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5___iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_9___iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -7959,12 +13844,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_5___iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5___iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9___iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5___iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5___iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_9___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9___iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5___iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9___iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -7974,24 +13859,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5___iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct_5___iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct_5___iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct_5___iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_9___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_9___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_9___iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_scope_struct_5___iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_9___iter__, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - __pyx_tp_traverse_5_cdec___pyx_scope_struct_5___iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct_5___iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_9___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_9___iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct_5___iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_9___iter__, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -8001,7 +13886,198 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5___iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct_5___iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_9___iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10___iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p; + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_10___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + 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_10___iter__[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_10___iter__ = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + 0, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_10___iter__ = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_10___iter__ = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_10___iter__ = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_getbuffer*/ + #endif + #if PY_VERSION_HEX >= 0x02060000 + 0, /*bf_releasebuffer*/ + #endif +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10___iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_10___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10___iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10___iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number___pyx_scope_struct_10___iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_10___iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_10___iter__, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_scope_struct_10___iter__, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_10___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_10___iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_10___iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_10___iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -8039,15 +14115,30 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_11, __pyx_k_11, sizeof(__pyx_k_11), 0, 0, 1, 0}, {&__pyx_kp_s_13, __pyx_k_13, sizeof(__pyx_k_13), 0, 0, 1, 0}, {&__pyx_kp_s_14, __pyx_k_14, sizeof(__pyx_k_14), 0, 0, 1, 0}, + {&__pyx_kp_s_19, __pyx_k_19, sizeof(__pyx_k_19), 0, 0, 1, 0}, {&__pyx_kp_s_2, __pyx_k_2, sizeof(__pyx_k_2), 0, 0, 1, 0}, + {&__pyx_kp_s_20, __pyx_k_20, sizeof(__pyx_k_20), 0, 0, 1, 0}, {&__pyx_kp_s_21, __pyx_k_21, sizeof(__pyx_k_21), 0, 0, 1, 0}, + {&__pyx_kp_s_22, __pyx_k_22, sizeof(__pyx_k_22), 0, 0, 1, 0}, + {&__pyx_kp_s_23, __pyx_k_23, sizeof(__pyx_k_23), 0, 0, 1, 0}, + {&__pyx_kp_s_24, __pyx_k_24, sizeof(__pyx_k_24), 0, 0, 1, 0}, + {&__pyx_kp_s_26, __pyx_k_26, sizeof(__pyx_k_26), 0, 0, 1, 0}, + {&__pyx_kp_s_27, __pyx_k_27, sizeof(__pyx_k_27), 0, 0, 1, 0}, + {&__pyx_kp_s_30, __pyx_k_30, sizeof(__pyx_k_30), 0, 0, 1, 0}, + {&__pyx_kp_s_31, __pyx_k_31, sizeof(__pyx_k_31), 0, 0, 1, 0}, + {&__pyx_kp_s_33, __pyx_k_33, sizeof(__pyx_k_33), 0, 0, 1, 0}, + {&__pyx_kp_s_35, __pyx_k_35, sizeof(__pyx_k_35), 0, 0, 1, 0}, + {&__pyx_kp_s_37, __pyx_k_37, sizeof(__pyx_k_37), 0, 0, 1, 0}, + {&__pyx_kp_s_40, __pyx_k_40, sizeof(__pyx_k_40), 0, 0, 1, 0}, + {&__pyx_n_s__BLEU, __pyx_k__BLEU, sizeof(__pyx_k__BLEU), 0, 0, 1, 1}, {&__pyx_n_s__Exception, __pyx_k__Exception, sizeof(__pyx_k__Exception), 0, 0, 1, 1}, + {&__pyx_n_s__IBM_BLEU, __pyx_k__IBM_BLEU, sizeof(__pyx_k__IBM_BLEU), 0, 0, 1, 1}, {&__pyx_n_s__IndexError, __pyx_k__IndexError, sizeof(__pyx_k__IndexError), 0, 0, 1, 1}, {&__pyx_n_s__KeyError, __pyx_k__KeyError, sizeof(__pyx_k__KeyError), 0, 0, 1, 1}, {&__pyx_n_s__NotImplemented, __pyx_k__NotImplemented, sizeof(__pyx_k__NotImplemented), 0, 0, 1, 1}, {&__pyx_n_s__ParseFailed, __pyx_k__ParseFailed, sizeof(__pyx_k__ParseFailed), 0, 0, 1, 1}, + {&__pyx_n_s__TER, __pyx_k__TER, sizeof(__pyx_k__TER), 0, 0, 1, 1}, {&__pyx_n_s__TypeError, __pyx_k__TypeError, sizeof(__pyx_k__TypeError), 0, 0, 1, 1}, - {&__pyx_n_s__ValueError, __pyx_k__ValueError, sizeof(__pyx_k__ValueError), 0, 0, 1, 1}, {&__pyx_n_s____enter__, __pyx_k____enter__, sizeof(__pyx_k____enter__), 0, 0, 1, 1}, {&__pyx_n_s____exit__, __pyx_k____exit__, sizeof(__pyx_k____exit__), 0, 0, 1, 1}, {&__pyx_n_s____main__, __pyx_k____main__, sizeof(__pyx_k____main__), 0, 0, 1, 1}, @@ -8056,34 +14147,47 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__beam_alpha, __pyx_k__beam_alpha, sizeof(__pyx_k__beam_alpha), 0, 0, 1, 1}, {&__pyx_n_s__config, __pyx_k__config, sizeof(__pyx_k__config), 0, 0, 1, 1}, {&__pyx_n_s__decode, __pyx_k__decode, sizeof(__pyx_k__decode), 0, 0, 1, 1}, + {&__pyx_n_s__delta, __pyx_k__delta, sizeof(__pyx_k__delta), 0, 0, 1, 1}, {&__pyx_n_s__density, __pyx_k__density, sizeof(__pyx_k__density), 0, 0, 1, 1}, {&__pyx_n_s__dot, __pyx_k__dot, sizeof(__pyx_k__dot), 0, 0, 1, 1}, {&__pyx_n_s__encode, __pyx_k__encode, sizeof(__pyx_k__encode), 0, 0, 1, 1}, + {&__pyx_n_s__encoding, __pyx_k__encoding, sizeof(__pyx_k__encoding), 0, 0, 1, 1}, {&__pyx_n_s__enumerate, __pyx_k__enumerate, sizeof(__pyx_k__enumerate), 0, 0, 1, 1}, {&__pyx_n_s__eval, __pyx_k__eval, sizeof(__pyx_k__eval), 0, 0, 1, 1}, + {&__pyx_n_s__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__i, __pyx_k__i, sizeof(__pyx_k__i), 0, 0, 1, 1}, {&__pyx_n_s__inp, __pyx_k__inp, sizeof(__pyx_k__inp), 0, 0, 1, 1}, + {&__pyx_n_s__items, __pyx_k__items, sizeof(__pyx_k__items), 0, 0, 1, 1}, + {&__pyx_n_s__join, __pyx_k__join, sizeof(__pyx_k__join), 0, 0, 1, 1}, + {&__pyx_n_s__k, __pyx_k__k, sizeof(__pyx_k__k), 0, 0, 1, 1}, + {&__pyx_n_s__label, __pyx_k__label, sizeof(__pyx_k__label), 0, 0, 1, 1}, + {&__pyx_n_s__lines, __pyx_k__lines, sizeof(__pyx_k__lines), 0, 0, 1, 1}, + {&__pyx_n_s__name, __pyx_k__name, sizeof(__pyx_k__name), 0, 0, 1, 1}, {&__pyx_n_s__open, __pyx_k__open, sizeof(__pyx_k__open), 0, 0, 1, 1}, {&__pyx_n_s__plf, __pyx_k__plf, sizeof(__pyx_k__plf), 0, 0, 1, 1}, {&__pyx_n_s__range, __pyx_k__range, sizeof(__pyx_k__range), 0, 0, 1, 1}, + {&__pyx_n_s__refs, __pyx_k__refs, sizeof(__pyx_k__refs), 0, 0, 1, 1}, + {&__pyx_n_s__replace, __pyx_k__replace, sizeof(__pyx_k__replace), 0, 0, 1, 1}, {&__pyx_n_s__self, __pyx_k__self, sizeof(__pyx_k__self), 0, 0, 1, 1}, {&__pyx_n_s__sentence, __pyx_k__sentence, sizeof(__pyx_k__sentence), 0, 0, 1, 1}, {&__pyx_n_s__split, __pyx_k__split, sizeof(__pyx_k__split), 0, 0, 1, 1}, {&__pyx_n_s__strip, __pyx_k__strip, sizeof(__pyx_k__strip), 0, 0, 1, 1}, {&__pyx_n_s__utf8, __pyx_k__utf8, sizeof(__pyx_k__utf8), 0, 0, 1, 1}, + {&__pyx_n_s__weight, __pyx_k__weight, sizeof(__pyx_k__weight), 0, 0, 1, 1}, {0, 0, 0, 0, 0, 0, 0} }; static int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __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_ValueError = __Pyx_GetName(__pyx_b, __pyx_n_s__ValueError); if (!__pyx_builtin_ValueError) {__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 = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_Exception = __Pyx_GetName(__pyx_b, __pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_KeyError = __Pyx_GetName(__pyx_b, __pyx_n_s__KeyError); if (!__pyx_builtin_KeyError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_NotImplemented = __Pyx_GetName(__pyx_b, __pyx_n_s__NotImplemented); if (!__pyx_builtin_NotImplemented) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_eval = __Pyx_GetName(__pyx_b, __pyx_n_s__eval); if (!__pyx_builtin_eval) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_enumerate = __Pyx_GetName(__pyx_b, __pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 15; __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;} + __pyx_builtin_open = __Pyx_GetName(__pyx_b, __pyx_n_s__open); if (!__pyx_builtin_open) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; __pyx_L1_error:; return -1; @@ -8093,14 +14197,14 @@ 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 (self == other) + * 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)); @@ -8149,42 +14253,42 @@ static int 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<= k < self.cs.size(): + * raise IndexError('candidate set index out of range') # <<<<<<<<<<<<<< + * cdef Candidate candidate = Candidate() + * candidate.candidate = &self.cs[0][k] + */ + __pyx_k_tuple_36 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_36)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_36); + __Pyx_INCREF(((PyObject *)__pyx_kp_s_35)); + PyTuple_SET_ITEM(__pyx_k_tuple_36, 0, ((PyObject *)__pyx_kp_s_35)); + __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_35)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_36)); + + /* "_cdec.pyx":47 * * def read_weights(self, cfg): * with open(cfg) as fp: # <<<<<<<<<<<<<< * for line in fp: * fname, value = line.split() */ - __pyx_k_tuple_19 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_19)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_19); + __pyx_k_tuple_38 = PyTuple_New(3); if (unlikely(!__pyx_k_tuple_38)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_38); __Pyx_INCREF(Py_None); - PyTuple_SET_ITEM(__pyx_k_tuple_19, 0, Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_38, 0, Py_None); __Pyx_GIVEREF(Py_None); __Pyx_INCREF(Py_None); - PyTuple_SET_ITEM(__pyx_k_tuple_19, 1, Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_38, 1, Py_None); __Pyx_GIVEREF(Py_None); __Pyx_INCREF(Py_None); - PyTuple_SET_ITEM(__pyx_k_tuple_19, 2, Py_None); + PyTuple_SET_ITEM(__pyx_k_tuple_38, 2, Py_None); __Pyx_GIVEREF(Py_None); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_19)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_38)); - /* "_cdec.pyx":38 + /* "_cdec.pyx":54 * def translate(self, sentence, grammar=None): * if isinstance(sentence, unicode): * inp = sentence.strip().encode('utf8') # <<<<<<<<<<<<<< * elif isinstance(sentence, str): * inp = sentence.strip() */ - __pyx_k_tuple_20 = PyTuple_New(1); if 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= __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_41); + __Pyx_INCREF(((PyObject *)__pyx_n_s__IBM_BLEU)); + PyTuple_SET_ITEM(__pyx_k_tuple_41, 0, ((PyObject *)__pyx_n_s__IBM_BLEU)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__IBM_BLEU)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_41)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":154 + * + * BLEU = Scorer('IBM_BLEU') + * TER = Scorer('TER') # <<<<<<<<<<<<<< + */ + __pyx_k_tuple_42 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_42)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_42); + __Pyx_INCREF(((PyObject *)__pyx_n_s__TER)); + PyTuple_SET_ITEM(__pyx_k_tuple_42, 0, ((PyObject *)__pyx_n_s__TER)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__TER)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_42)); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -8380,8 +14590,8 @@ PyMODINIT_FUNC PyInit__cdec(void) if 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*)&__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;} @@ -8389,53 +14599,99 @@ PyMODINIT_FUNC PyInit__cdec(void) if (PyType_Ready(&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__Pyx_SetAttrString(__pyx_m, "Lattice", (PyObject *)&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Lattice = &__pyx_type_5_cdec_Lattice; + if (PyType_Ready(&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Candidate", (PyObject *)&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Candidate = &__pyx_type_5_cdec_Candidate; + if (PyType_Ready(&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SufficientStats", (PyObject *)&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_SufficientStats = &__pyx_type_5_cdec_SufficientStats; + if (PyType_Ready(&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "CandidateSet", (PyObject *)&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_CandidateSet = &__pyx_type_5_cdec_CandidateSet; + if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_SegmentEvaluator = &__pyx_type_5_cdec_SegmentEvaluator; + if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_4_sample = &__pyx_type_5_cdec___pyx_scope_struct_4_sample; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_5___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_5___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_4_kbest_features = &__pyx_type_5_cdec___pyx_scope_struct_4_kbest_features; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5_sample) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_5_sample = &__pyx_type_5_cdec___pyx_scope_struct_5_sample; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6___iter__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_6___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_6___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7_todot) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_7_todot = &__pyx_type_5_cdec___pyx_scope_struct_7_todot; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_lines) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_8_lines = &__pyx_type_5_cdec___pyx_scope_struct_8_lines; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_9___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_9___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_9___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_10___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_10___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_10___iter__; /*--- Type import code ---*/ /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ - /* "_cdec.pyx":10 - * include "lattice.pxi" + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":153 + * return self.name.c_str() + * + * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< + * TER = Scorer('TER') + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_41), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":154 + * + * BLEU = Scorer('IBM_BLEU') + * TER = Scorer('TER') # <<<<<<<<<<<<<< + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_42), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_cdec.pyx":11 + * include "mteval.pxi" * * SetSilent(True) # <<<<<<<<<<<<<< * - * class ParseFailed(Exception): + * class ParseFailed(Exception): pass */ SetSilent(1); - /* "_cdec.pyx":12 + /* "_cdec.pyx":13 * SetSilent(True) * - * class ParseFailed(Exception): # <<<<<<<<<<<<<< - * pass + * class ParseFailed(Exception): pass # <<<<<<<<<<<<<< * + * cdef class Decoder: */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(__pyx_builtin_Exception); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_builtin_Exception); __Pyx_GIVEREF(__pyx_builtin_Exception); - __pyx_t_3 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_CreateClass(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1), __pyx_n_s__ParseFailed, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; - if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttr(__pyx_m, __pyx_n_s__ParseFailed, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; @@ -8673,6 +14929,18 @@ static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed return 0; } +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + static void __Pyx_RaiseDoubleKeywordsError( const char* func_name, PyObject* kw_name) @@ -8817,6 +15085,10 @@ static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { + PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); +} + static double __Pyx__PyObject_AsDouble(PyObject* obj) { PyObject* float_value; if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) { @@ -8889,18 +15161,6 @@ bad: return -1; } -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_Format(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(PyObject_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); - return 0; -} - static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { PyThreadState *tstate = PyThreadState_GET(); *type = tstate->exc_type; @@ -9006,6 +15266,365 @@ bad: return NULL; } +static PyObject * +__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure) +{ + if (op->func_doc == NULL && op->func.m_ml->ml_doc) { +#if PY_MAJOR_VERSION >= 3 + op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc); +#else + op->func_doc = PyString_FromString(op->func.m_ml->ml_doc); +#endif + } + if (op->func_doc == 0) { + Py_INCREF(Py_None); + return Py_None; + } + Py_INCREF(op->func_doc); + return op->func_doc; +} +static int +__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp = op->func_doc; + if (value == NULL) + op->func_doc = Py_None; /* Mark as deleted */ + else + op->func_doc = value; + Py_INCREF(op->func_doc); + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op) +{ + if (op->func_name == NULL) { +#if PY_MAJOR_VERSION >= 3 + op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name); +#else + op->func_name = PyString_InternFromString(op->func.m_ml->ml_name); +#endif + } + Py_INCREF(op->func_name); + return op->func_name; +} +static int +__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (value == NULL || !PyUnicode_Check(value)) { +#else + if (value == NULL || !PyString_Check(value)) { +#endif + PyErr_SetString(PyExc_TypeError, + "__name__ must be set to a string object"); + return -1; + } + tmp = op->func_name; + Py_INCREF(value); + op->func_name = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure) +{ + PyObject *self; + self = m->func_closure; + if (self == NULL) + self = Py_None; + Py_INCREF(self); + return self; +} +static PyObject * +__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op) +{ + if (op->func_dict == NULL) { + op->func_dict = PyDict_New(); + if (op->func_dict == NULL) + return NULL; + } + Py_INCREF(op->func_dict); + return op->func_dict; +} +static int +__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; + if (value == NULL) { + PyErr_SetString(PyExc_TypeError, + "function's dictionary may not be deleted"); + return -1; + } + if (!PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "setting function's dictionary to a non-dict"); + return -1; + } + tmp = op->func_dict; + Py_INCREF(value); + op->func_dict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_globals(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + PyObject* dict = PyModule_GetDict(__pyx_m); + Py_XINCREF(dict); + return dict; +} +static PyObject * +__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + Py_INCREF(Py_None); + return Py_None; +} +static PyObject * +__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op) +{ + PyObject* result = (op->func_code) ? op->func_code : Py_None; + Py_INCREF(result); + return result; +} +static PyObject * +__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) +{ + if (op->defaults_tuple) { + Py_INCREF(op->defaults_tuple); + return op->defaults_tuple; + } + if (op->defaults_getter) { + PyObject *res = op->defaults_getter((PyObject *) op); + if (res) { + Py_INCREF(res); + op->defaults_tuple = res; + } + return res; + } + Py_INCREF(Py_None); + return Py_None; +} +static PyGetSetDef __pyx_CyFunction_getsets[] = { + {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0}, + {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, 0, 0, 0}, + {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; +#ifndef PY_WRITE_RESTRICTED /* < Py2.5 */ +#define PY_WRITE_RESTRICTED WRITE_RESTRICTED +#endif +static PyMemberDef __pyx_CyFunction_members[] = { + {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0}, + {0, 0, 0, 0, 0} +}; +static PyObject * +__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args) +{ +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromString(m->func.m_ml->ml_name); +#else + return PyString_FromString(m->func.m_ml->ml_name); +#endif +} +static PyMethodDef __pyx_CyFunction_methods[] = { + {__Pyx_NAMESTR("__reduce__"), (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, + {0, 0, 0, 0} +}; +static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, + PyObject *closure, PyObject *module, PyObject* code) { + __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type); + if (op == NULL) + return NULL; + op->flags = flags; + op->func_weakreflist = NULL; + op->func.m_ml = ml; + op->func.m_self = (PyObject *) op; + Py_XINCREF(closure); + op->func_closure = closure; + Py_XINCREF(module); + op->func.m_module = module; + op->func_dict = NULL; + op->func_name = NULL; + op->func_doc = NULL; + op->func_classobj = NULL; + Py_XINCREF(code); + op->func_code = code; + op->defaults_pyobjects = 0; + op->defaults = NULL; + op->defaults_tuple = NULL; + op->defaults_getter = NULL; + PyObject_GC_Track(op); + return (PyObject *) op; +} +static int +__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) +{ + Py_CLEAR(m->func_closure); + Py_CLEAR(m->func.m_module); + Py_CLEAR(m->func_dict); + Py_CLEAR(m->func_name); + Py_CLEAR(m->func_doc); + Py_CLEAR(m->func_code); + Py_CLEAR(m->func_classobj); + Py_CLEAR(m->defaults_tuple); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_XDECREF(pydefaults[i]); + PyMem_Free(m->defaults); + m->defaults = NULL; + } + return 0; +} +static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + PyObject_GC_UnTrack(m); + if (m->func_weakreflist != NULL) + PyObject_ClearWeakRefs((PyObject *) m); + __Pyx_CyFunction_clear(m); + PyObject_GC_Del(m); +} +static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) +{ + Py_VISIT(m->func_closure); + Py_VISIT(m->func.m_module); + Py_VISIT(m->func_dict); + Py_VISIT(m->func_name); + Py_VISIT(m->func_doc); + Py_VISIT(m->func_code); + Py_VISIT(m->func_classobj); + Py_VISIT(m->defaults_tuple); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_VISIT(pydefaults[i]); + } + return 0; +} +static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type) +{ + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { + Py_INCREF(func); + return func; + } + if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) { + if (type == NULL) + type = (PyObject *)(Py_TYPE(obj)); + return PyMethod_New(func, + type, (PyObject *)(Py_TYPE(type))); + } + if (obj == Py_None) + obj = NULL; + return PyMethod_New(func, obj, type); +} +static PyObject* +__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) +{ + PyObject *func_name = __Pyx_CyFunction_get_name(op); +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromFormat("<cyfunction %U at %p>", + func_name, (void *)op); +#else + return PyString_FromFormat("<cyfunction %s at %p>", + PyString_AsString(func_name), (void *)op); +#endif +} +static PyTypeObject __pyx_CyFunctionType_type = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/ + sizeof(__pyx_CyFunctionObject), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + (destructor) __Pyx_CyFunction_dealloc, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ +#if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ +#else + 0, /*reserved*/ +#endif + (reprfunc) __Pyx_CyFunction_repr, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + __Pyx_PyCFunction_Call, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ + 0, /*tp_doc*/ + (traverseproc) __Pyx_CyFunction_traverse, /*tp_traverse*/ + (inquiry) __Pyx_CyFunction_clear, /*tp_clear*/ + 0, /*tp_richcompare*/ + offsetof(__pyx_CyFunctionObject, func_weakreflist), /* tp_weaklistoffse */ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_CyFunction_methods, /*tp_methods*/ + __pyx_CyFunction_members, /*tp_members*/ + __pyx_CyFunction_getsets, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + __Pyx_CyFunction_descr_get, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + offsetof(__pyx_CyFunctionObject, func_dict),/*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + 0, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ +#if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ +#endif +}; +static int __Pyx_CyFunction_init(void) +{ + if (PyType_Ready(&__pyx_CyFunctionType_type) < 0) + return -1; + __pyx_CyFunctionType = &__pyx_CyFunctionType_type; + return 0; +} +void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) +{ + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults = PyMem_Malloc(size); + if (!m->defaults) + return PyErr_NoMemory(); + memset(m->defaults, 0, sizeof(size)); + m->defaults_pyobjects = pyobjects; + return m->defaults; +} +static void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) +{ + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_tuple = tuple; + Py_INCREF(tuple); +} + static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { const unsigned char neg_one = (unsigned char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; @@ -9693,6 +16312,25 @@ static int __pyx_Generator_init(void) return PyType_Ready(&__pyx_GeneratorType); } +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +} + static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx index 698a66f6..cccfec0b 100644 --- a/python/src/_cdec.pyx +++ b/python/src/_cdec.pyx @@ -6,15 +6,15 @@ cimport decoder include "vectors.pxi" include "hypergraph.pxi" include "lattice.pxi" +include "mteval.pxi" SetSilent(True) -class ParseFailed(Exception): - pass +class ParseFailed(Exception): pass cdef class Decoder: cdef decoder.Decoder* dec - cdef public DenseVector weights + cdef DenseVector weights def __cinit__(self, char* config): decoder.register_feature_functions() @@ -27,6 +27,22 @@ cdef class Decoder: def __dealloc__(self): del self.dec + property weights: + def __get__(self): + return self.weights + + def __set__(self, weights): + if isinstance(weights, DenseVector): + self.weights.vector[0] = (<DenseVector> weights).vector[0] + elif isinstance(weights, SparseVector): + self.weights.vector.clear() + ((<SparseVector> weights).vector[0]).init_vector(self.weights.vector) + elif isinstance(weights, dict): + for fname, fval in weights.items(): + self.weights[fname] = fval + else: + raise TypeError('cannot initialize weights with %s' % type(weights)) + def read_weights(self, cfg): with open(cfg) as fp: for line in fp: diff --git a/python/src/hypergraph.pxi b/python/src/hypergraph.pxi index c226d105..9d09722e 100644 --- a/python/src/hypergraph.pxi +++ b/python/src/hypergraph.pxi @@ -32,26 +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 + 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]() @@ -60,10 +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?) @@ -76,6 +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() @@ -87,6 +110,6 @@ cdef class Hypergraph: elif isinstance(weights, DenseVector): self.hg.Reweight((<DenseVector> weights).vector[0]) else: - raise ValueError('cannot reweight hypergraph with %s' % type(weights)) + raise TypeError('cannot reweight hypergraph with %s' % type(weights)) # TODO get feature expectations, get partition function ("inside" score) diff --git a/python/src/kbest.pxd b/python/src/kbest.pxd index f34ac5ed..cef42bd3 100644 --- a/python/src/kbest.pxd +++ b/python/src/kbest.pxd @@ -9,6 +9,8 @@ cdef extern from "decoder/viterbi.h": pass cdef cppclass FTreeTraversal: pass + cdef cppclass FeatureVectorTraversal: + pass cdef extern from "decoder/kbest.h" namespace "KBest": cdef cppclass KBestDerivations[T, Traversal]: diff --git a/python/src/lattice.pxi b/python/src/lattice.pxi index 493c6dcd..f8341e29 100644 --- a/python/src/lattice.pxi +++ b/python/src/lattice.pxi @@ -54,3 +54,15 @@ cdef class Lattice: def __dealloc__(self): del self.lattice + + def todot(self): + def lines(): + yield 'digraph lattice {' + yield 'rankdir = LR;' + yield 'node [shape=circle];' + for i in range(len(self)): + for label, weight, delta in self[i]: + yield '%d -> %d [label="%s"];' % (i, i+delta, label.replace('"', '\\"')) + yield '%d [shape=doublecircle]' % len(self) + yield '}' + return '\n'.join(lines()).encode('utf8') diff --git a/python/src/mteval.pxd b/python/src/mteval.pxd new file mode 100644 index 00000000..52af6297 --- /dev/null +++ b/python/src/mteval.pxd @@ -0,0 +1,47 @@ +from libcpp.vector cimport vector +from libcpp.string cimport string +from utils cimport * +from hypergraph cimport Hypergraph + +cdef extern from "mteval/ns.h": + cdef cppclass SufficientStats: + SufficientStats() + SufficientStats(SufficientStats&) + unsigned size() + float operator[](unsigned i) + void swap(SufficientStats& other) + + SufficientStats add "operator+" (SufficientStats&, SufficientStats&) + + cdef cppclass SegmentEvaluator: + void Evaluate(vector[WordID]& hyp, SufficientStats* out) + + cdef cppclass EvaluationMetric: + string& MetricId() + bint IsErrorMetric() + float ComputeScore(SufficientStats& stats) + string DetailedScore(SufficientStats& stats) + shared_ptr[SegmentEvaluator] CreateSegmentEvaluator(vector[vector[WordID]]& refs) + ComputeSufficientStatistics(vector[WordID]& hyp, + vector[WordID]& refs, + SufficientStats* out) + +cdef extern from "mteval/ns.h" namespace "EvaluationMetric": + EvaluationMetric* Instance(string& metric_id) + EvaluationMetric* Instance() # IBM_BLEU + +cdef extern from "training/candidate_set.h" namespace "training": + cdef cppclass Candidate "const training::Candidate": + vector[WordID] ewords + FastSparseVector[weight_t] fmap + SufficientStats eval_feats + + cdef cppclass CandidateSet: + CandidateSet() + unsigned size() + Candidate& operator[](unsigned i) + void ReadFromFile(string& file) + void WriteToFile(string& file) + void AddKBestCandidates(Hypergraph& hg, + unsigned kbest_size, + SegmentEvaluator* scorer) diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi new file mode 100644 index 00000000..d90eb9a6 --- /dev/null +++ b/python/src/mteval.pxi @@ -0,0 +1,154 @@ +cimport mteval + +cdef char* as_str(sentence, error_msg='Cannot convert type %s to str'): + cdef bytes ret + if isinstance(sentence, unicode): + ret = sentence.encode('utf8') + elif isinstance(sentence, str): + ret = sentence + else: + raise TypeError(error_msg % type(sentence)) + return ret + +cdef SufficientStats as_stats(x, y): + if isinstance(x, SufficientStats): + return x + elif x == 0 and isinstance(y, SufficientStats): + stats = SufficientStats() + stats.stats = new mteval.SufficientStats() + stats.metric = (<SufficientStats> y).metric + return stats + +cdef class Candidate: + cdef mteval.Candidate* candidate + cdef public float score + + property words: + def __get__(self): + return unicode(GetString(self.candidate.ewords).c_str(), encoding='utf8') + + property fmap: + def __get__(self): + cdef SparseVector fmap = SparseVector() + fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) + return fmap + +cdef class SufficientStats: + cdef mteval.SufficientStats* stats + cdef mteval.EvaluationMetric* metric + + def __dealloc__(self): + del self.stats + + property score: + def __get__(self): + return self.metric.ComputeScore(self.stats[0]) + + property detail: + def __get__(self): + return self.metric.DetailedScore(self.stats[0]).c_str() + + def __len__(self): + return self.stats.size() + + def __iter__(self): + for i in range(len(self)): + yield self.stats[0][i] + + def __iadd__(SufficientStats self, SufficientStats other): + self.stats[0] += other.stats[0] + return self + + def __add__(x, y): + cdef SufficientStats sx = as_stats(x, y) + cdef SufficientStats sy = as_stats(y, x) + cdef SufficientStats result = SufficientStats() + result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) + result.metric = sx.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,int k): + if not 0 <= k < self.cs.size(): + raise IndexError('candidate set index out of range') + cdef Candidate candidate = Candidate() + candidate.candidate = &self.cs[0][k] + 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 + + def __dealloc__(self): + del self.scorer + + def evaluate(self, sentence): + cdef vector[WordID] hyp + cdef SufficientStats sf = SufficientStats() + sf.metric = self.metric + sf.stats = new mteval.SufficientStats() + ConvertSentence(string(as_str(sentence.strip())), &hyp) + self.scorer.get().Evaluate(hyp, sf.stats) + return sf + + 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]) + if isinstance(refs, unicode) or isinstance(refs, str): + refs = [refs] + cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]() + cdef vector[WordID]* refv + cdef bytes ref_str + for ref in refs: + refv = new vector[WordID]() + ConvertSentence(string(as_str(ref.strip())), refv) + refsv.push_back(refv[0]) + del refv + cdef unsigned i + cdef SegmentEvaluator evaluator = SegmentEvaluator() + evaluator.metric = metric + evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0])) + del refsv # in theory should not delete but store in SegmentEvaluator + return evaluator + + def __str__(self): + return self.name.c_str() + +BLEU = Scorer('IBM_BLEU') +TER = Scorer('TER') diff --git a/python/src/utils.pxd b/python/src/utils.pxd index 3d518524..94fab5ef 100644 --- a/python/src/utils.pxd +++ b/python/src/utils.pxd @@ -50,16 +50,19 @@ cdef extern from "utils/sparse_vector.h": FastSparseVector[weight_t] operator+(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) FastSparseVector[weight_t] operator-(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) + FastSparseVector[weight_t] operator*(FastSparseVector[weight_t]&, double&) + FastSparseVector[weight_t] operator/(FastSparseVector[weight_t]&, double&) ostream operator<<(ostream& out, FastSparseVector[weight_t]& v) cdef extern from "utils/weights.h" namespace "Weights": void InitSparseVector(vector[weight_t]& dv, FastSparseVector[weight_t]* sv) -cdef extern from "utils/tdict.cc" namespace "TD": +cdef extern from "utils/tdict.h" namespace "TD": string GetString(vector[WordID]& st) unsigned NumWords() WordID TDConvert "TD::Convert" (char*) char* TDConvert "TD::Convert" (WordID) + void ConvertSentence(string& sent, vector[WordID]* ids) cdef extern from "utils/verbose.h": void SetSilent(bint) @@ -76,3 +79,8 @@ cdef extern from "utils/filelib.h": cdef extern from "utils/sampler.h": cdef cppclass MT19937: pass + +cdef extern from "<boost/shared_ptr.hpp>" namespace "boost": + cdef cppclass shared_ptr[T]: + shared_ptr(shared_ptr& r) + T* get() diff --git a/python/src/vectors.pxi b/python/src/vectors.pxi index 74d3a0bd..ce95968c 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(<char *>fname) + cdef int fid = FDConvert(<char *>fname) + if fid < 0: raise KeyError(fname) if self.vector.size() <= fid: self.vector.resize(fid + 1) self.vector[0][fid] = value @@ -32,40 +36,43 @@ 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(<char *>fname) + cdef int fid = FDConvert(<char *>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): return self.vector.dot((<DenseVector> other).vector[0]) elif isinstance(other, SparseVector): return self.vector.dot((<SparseVector> other).vector[0]) - raise ValueError('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 + raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) - def __richcmp__(SparseVector self, SparseVector other, int op): + def __richcmp__(SparseVector x, SparseVector y, int op): if op == 2: # == - return self.vector[0] == other.vector[0] + return x.vector[0] == y.vector[0] elif op == 3: # != - return not (self == other) + return not (x == y) raise NotImplemented('comparison not implemented for SparseVector') def __len__(self): @@ -73,6 +80,12 @@ cdef class SparseVector: def __contains__(self, char* fname): return self.vector.nonzero(FDConvert(fname)) + + def __neg__(self): + cdef SparseVector result = SparseVector() + result.vector = new FastSparseVector[weight_t](self.vector[0]) + result.vector[0] *= -1.0 + return result def __iadd__(SparseVector self, SparseVector other): self.vector[0] += other.vector[0] @@ -90,12 +103,30 @@ cdef class SparseVector: self.vector[0] /= scalar return self - def __add__(SparseVector self, SparseVector other): + def __add__(SparseVector x, SparseVector y): + cdef SparseVector result = SparseVector() + result.vector = new FastSparseVector[weight_t](x.vector[0] + y.vector[0]) + return result + + def __sub__(SparseVector x, SparseVector y): + cdef SparseVector result = SparseVector() + result.vector = new FastSparseVector[weight_t](x.vector[0] - y.vector[0]) + return result + + def __mul__(x, y): + cdef SparseVector vector + cdef float scalar + if isinstance(x, SparseVector): vector, scalar = x, y + else: vector, scalar = y, x cdef SparseVector result = SparseVector() - result.vector = new FastSparseVector[weight_t](self.vector[0] + other.vector[0]) + result.vector = new FastSparseVector[weight_t](vector.vector[0] * scalar) return result - def __sub__(SparseVector self, SparseVector other): + def __div__(x, y): + cdef SparseVector vector + cdef float scalar + if isinstance(x, SparseVector): vector, scalar = x, y + else: vector, scalar = y, x cdef SparseVector result = SparseVector() - result.vector = new FastSparseVector[weight_t](self.vector[0] - other.vector[0]) + result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar) return result |