From 57d8aeaf862bad8516e8aa87eca10fdb75bdcb3a Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Mon, 4 Jun 2012 02:16:59 -0400 Subject: Python module: initial version --- python/src/_cdec.pyx | 99 ++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 99 insertions(+) create mode 100644 python/src/_cdec.pyx (limited to 'python/src/_cdec.pyx') diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx new file mode 100644 index 00000000..b99f087d --- /dev/null +++ b/python/src/_cdec.pyx @@ -0,0 +1,99 @@ +from libcpp.string cimport string +from libcpp.vector cimport vector +from utils cimport * +cimport hypergraph +cimport decoder + +SetSilent(True) + +class ParseFailed(Exception): + pass + +cdef class Weights: + cdef vector[weight_t]* weights + + def __cinit__(self, Decoder decoder): + self.weights = &decoder.dec.CurrentWeightVector() + + def __getitem__(self, char* fname): + cdef unsigned fid = Convert(fname) + if fid <= self.weights.size(): + return self.weights[0][fid] + raise KeyError(fname) + + def __setitem__(self, char* fname, float value): + cdef unsigned fid = Convert(fname) + if self.weights.size() <= fid: + self.weights.resize(fid + 1) + self.weights[0][fid] = value + + def __iter__(self): + cdef unsigned fid + for fid in range(1, self.weights.size()): + yield Convert(fid).c_str(), self.weights[0][fid] + +cdef class Decoder: + cdef decoder.Decoder* dec + cdef public Weights weights + + def __cinit__(self, char* config): + decoder.register_feature_functions() + cdef istringstream* config_stream = new istringstream(config) # ConfigStream(kwargs) + #cdef ReadFile* config_file = new ReadFile(string(config)) + #cdef istream* config_stream = config_file.stream() + self.dec = new decoder.Decoder(config_stream) + del config_stream + #del config_file + self.weights = Weights(self) + + def __dealloc__(self): + del self.dec + + @classmethod + def fromconfig(cls, ini): + cdef dict config = {} + with open(ini) as fp: + for line in fp: + line = line.strip() + if not line or line.startswith('#'): continue + param, value = line.split('=') + config[param.strip()] = value.strip() + return cls(**config) + + def read_weights(self, cfg): + with open(cfg) as fp: + for line in fp: + fname, value = line.split() + self.weights[fname.strip()] = float(value) + + def translate(self, unicode sentence, grammar=None): + if grammar: + self.dec.SetSentenceGrammarFromString(string( grammar)) + #sgml = '%s' % (grammar, sentence.encode('utf8')) + sgml = sentence.strip().encode('utf8') + cdef decoder.BasicObserver observer = decoder.BasicObserver() + self.dec.Decode(string(sgml), &observer) + if observer.hypergraph == NULL: + raise ParseFailed() + cdef Hypergraph hg = Hypergraph() + hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) + return hg + +cdef class Hypergraph: + cdef hypergraph.Hypergraph* hg + + def viterbi(self): + assert (self.hg != NULL) + cdef vector[WordID] trans + hypergraph.ViterbiESentence(self.hg[0], &trans) + cdef str sentence = GetString(trans).c_str() + return sentence.decode('utf8') + +""" +def params_str(params): + return '\n'.join('%s=%s' % (param, value) for param, value in params.iteritems()) + +cdef istringstream* ConfigStream(dict params): + ini = params_str(params) + return new istringstream( ini) +""" -- cgit v1.2.3 From 3acdf1e4b37637d6df86a7b54fb0f1b0464c172b Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Wed, 6 Jun 2012 01:10:49 -0400 Subject: Python - Added hypergraph functionnality - k-best translations - 1-best, k-best structures - sample derivations from the forest - intersect hypergraph and lattice - lattice --- python/cdec/__init__.py | 2 +- python/src/_cdec.cpp | 2883 ++++++++++++++++++++++++++++++++++++++------- python/src/_cdec.pyx | 87 +- python/src/hypergraph.pxd | 35 +- python/src/kbest.pxd | 16 + python/src/lattice.pxd | 16 + python/src/utils.pxd | 38 +- python/test.py | 34 +- 8 files changed, 2644 insertions(+), 467 deletions(-) create mode 100644 python/src/kbest.pxd create mode 100644 python/src/lattice.pxd (limited to 'python/src/_cdec.pyx') diff --git a/python/cdec/__init__.py b/python/cdec/__init__.py index 910140d6..c821f860 100644 --- a/python/cdec/__init__.py +++ b/python/cdec/__init__.py @@ -1 +1 @@ -from _cdec import Decoder, Hypergraph +from _cdec import Decoder, Hypergraph, Lattice diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp index a668912f..e1b0f20e 100644 --- a/python/src/_cdec.cpp +++ b/python/src/_cdec.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.15.1 on Mon Jun 4 01:31:27 2012 */ +/* Generated by Cython 0.15.1 on Wed Jun 6 01:04:37 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -235,17 +235,26 @@ #include #include #include -#include "utils/filelib.h" #include "utils/weights.h" +#include "utils/logval.h" +#include "utils/prob.h" #include "utils/wordid.h" +#include "utils/sparse_vector.h" #include "utils/tdict.cc" #include "utils/verbose.h" #include "utils/fdict.h" +#include "utils/filelib.h" +#include "utils/sampler.h" +#include "decoder/lattice.h" #include "decoder/hg.h" #include "decoder/viterbi.h" +#include "decoder/hg_io.h" +#include "decoder/hg_intersect.h" +#include "decoder/hg_sampler.h" #include "decoder/ff_register.h" #include "decoder/decoder.h" #include "observer.h" +#include "decoder/kbest.h" #ifdef _OPENMP #include #endif /* _OPENMP */ @@ -339,27 +348,17 @@ static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args, CYTHON_UNU typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); /*--- Type declarations ---*/ -struct __pyx_obj_5_cdec_Decoder; struct __pyx_Generator_object; -struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree; +struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample; struct __pyx_obj_5_cdec_Weights; +struct __pyx_obj_5_cdec_Decoder; struct __pyx_obj_5_cdec_Hypergraph; +struct __pyx_obj_5_cdec_Lattice; +struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest; -/* "_cdec.pyx":35 - * yield Convert(fid).c_str(), self.weights[0][fid] - * - * cdef class Decoder: # <<<<<<<<<<<<<< - * cdef decoder.Decoder* dec - * cdef public Weights weights - */ -struct __pyx_obj_5_cdec_Decoder { - PyObject_HEAD - Decoder *dec; - struct __pyx_obj_5_cdec_Weights *weights; -}; - - -/* "_cdec.pyx":30 +/* "_cdec.pyx":33 * self.weights[0][fid] = value * * def __iter__(self): # <<<<<<<<<<<<<< @@ -376,16 +375,47 @@ struct __pyx_Generator_object { PyObject *exc_traceback; }; -struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ { + +/* "_cdec.pyx":120 + * del derivations + * + * def kbest_tree(self, size): # <<<<<<<<<<<<<< + * assert (self.hg != NULL) + * cdef kb.KBestDerivations[vector[WordID], kb.ETreeTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ETreeTraversal](self.hg[0], size) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree { struct __pyx_Generator_object __pyx_base; - unsigned int __pyx_v_fid; + KBest::KBestDerivations,ETreeTraversal>::Derivation *__pyx_v_derivation; + KBest::KBestDerivations,ETreeTraversal> *__pyx_v_derivations; + unsigned int __pyx_v_k; + PyObject *__pyx_v_self; + PyObject *__pyx_v_sentence; + PyObject *__pyx_v_size; + unsigned int __pyx_t_0; + long __pyx_t_1; +}; + + +/* "_cdec.pyx":137 + * hypergraph.Intersect(lat.lattice[0], self.hg) + * + * def sample(self, unsigned n): # <<<<<<<<<<<<<< + * assert (self.hg != NULL) + * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample { + struct __pyx_Generator_object __pyx_base; + std::vector *__pyx_v_hypos; + unsigned int __pyx_v_k; + unsigned int __pyx_v_n; PyObject *__pyx_v_self; + PyObject *__pyx_v_sentence; size_t __pyx_t_0; unsigned int __pyx_t_1; }; -/* "_cdec.pyx":12 +/* "_cdec.pyx":15 * pass * * cdef class Weights: # <<<<<<<<<<<<<< @@ -398,16 +428,80 @@ struct __pyx_obj_5_cdec_Weights { }; -/* "_cdec.pyx":82 +/* "_cdec.pyx":38 + * yield FDConvert(fid).c_str(), self.weights[0][fid] + * + * cdef class Decoder: # <<<<<<<<<<<<<< + * cdef decoder.Decoder* dec + * cdef public Weights weights + */ +struct __pyx_obj_5_cdec_Decoder { + PyObject_HEAD + Decoder *dec; + struct __pyx_obj_5_cdec_Weights *weights; +}; + + +/* "_cdec.pyx":86 * return hg * * cdef class Hypergraph: # <<<<<<<<<<<<<< * cdef hypergraph.Hypergraph* hg - * + * cdef MT19937* rng */ struct __pyx_obj_5_cdec_Hypergraph { PyObject_HEAD Hypergraph *hg; + MT19937 *rng; +}; + + +/* "_cdec.pyx":154 + * # TODO: inside-outside pruning + * + * cdef class Lattice: # <<<<<<<<<<<<<< + * cdef lattice.Lattice* lattice + * + */ +struct __pyx_obj_5_cdec_Lattice { + PyObject_HEAD + Lattice *lattice; +}; + + +/* "_cdec.pyx":33 + * self.weights[0][fid] = value + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned fid + * for fid in range(1, self.weights.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ { + struct __pyx_Generator_object __pyx_base; + unsigned int __pyx_v_fid; + PyObject *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "_cdec.pyx":107 + * return tree.decode('utf8') + * + * def kbest(self, size): # <<<<<<<<<<<<<< + * assert (self.hg != NULL) + * cdef kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal]* derivations = new kb.KBestDerivations[vector[WordID], kb.ESentenceTraversal](self.hg[0], size) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest { + struct __pyx_Generator_object __pyx_base; + KBest::KBestDerivations,ESentenceTraversal>::Derivation *__pyx_v_derivation; + KBest::KBestDerivations,ESentenceTraversal> *__pyx_v_derivations; + unsigned int __pyx_v_k; + PyObject *__pyx_v_self; + PyObject *__pyx_v_size; + PyObject *__pyx_v_tree; + unsigned int __pyx_t_0; + long __pyx_t_1; }; @@ -543,16 +637,24 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ /* Module declarations from 'utils' */ +/* Module declarations from 'lattice' */ + /* Module declarations from 'hypergraph' */ /* Module declarations from 'decoder' */ +/* Module declarations from 'kbest' */ + /* Module declarations from '_cdec' */ static PyTypeObject *__pyx_ptype_5_cdec_Weights = 0; static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Lattice = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_Generator = 0; static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1_kbest = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_2_kbest_tree = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_sample = 0; #define __Pyx_MODULE_NAME "_cdec" int __pyx_module_is_main__cdec = 0; @@ -561,8 +663,10 @@ static PyObject *__pyx_builtin_Exception; static PyObject *__pyx_builtin_KeyError; static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_open; +static PyObject *__pyx_builtin_eval; static char __pyx_k_1[] = "#"; static char __pyx_k_3[] = "="; +static char __pyx_k__eval[] = "eval"; static char __pyx_k__open[] = "open"; static char __pyx_k__utf8[] = "utf8"; static char __pyx_k___cdec[] = "_cdec"; @@ -581,6 +685,7 @@ static char __pyx_k____test__[] = "__test__"; static char __pyx_k__sentence[] = "sentence"; static char __pyx_k__Exception[] = "Exception"; static char __pyx_k____enter__[] = "__enter__"; +static char __pyx_k__plf_tuple[] = "plf_tuple"; static char __pyx_k__fromconfig[] = "fromconfig"; static char __pyx_k__startswith[] = "startswith"; static char __pyx_k__ParseFailed[] = "ParseFailed"; @@ -598,9 +703,11 @@ static PyObject *__pyx_n_s__config; static PyObject *__pyx_n_s__decode; static PyObject *__pyx_n_s__decoder; static PyObject *__pyx_n_s__encode; +static PyObject *__pyx_n_s__eval; static PyObject *__pyx_n_s__fromconfig; static PyObject *__pyx_n_s__grammar; static PyObject *__pyx_n_s__open; +static PyObject *__pyx_n_s__plf_tuple; static PyObject *__pyx_n_s__range; static PyObject *__pyx_n_s__sentence; static PyObject *__pyx_n_s__split; @@ -613,8 +720,12 @@ static PyObject *__pyx_k_tuple_5; static PyObject *__pyx_k_tuple_6; static PyObject *__pyx_k_tuple_7; static PyObject *__pyx_k_tuple_8; +static PyObject *__pyx_k_tuple_9; +static PyObject *__pyx_k_tuple_10; +static PyObject *__pyx_k_tuple_11; +static PyObject *__pyx_k_tuple_12; -/* "_cdec.pyx":15 +/* "_cdec.pyx":18 * cdef vector[weight_t]* weights * * def __cinit__(self, Decoder decoder): # <<<<<<<<<<<<<< @@ -649,7 +760,7 @@ static int __pyx_pf_5_cdec_7Weights___cinit__(PyObject *__pyx_v_self, PyObject * else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "__cinit__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "__cinit__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; @@ -660,15 +771,15 @@ static int __pyx_pf_5_cdec_7Weights___cinit__(PyObject *__pyx_v_self, PyObject * } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Weights.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return -1; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_decoder), __pyx_ptype_5_cdec_Decoder, 1, "decoder", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_decoder), __pyx_ptype_5_cdec_Decoder, 1, "decoder", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "_cdec.pyx":16 + /* "_cdec.pyx":19 * * def __cinit__(self, Decoder decoder): * self.weights = &decoder.dec.CurrentWeightVector() # <<<<<<<<<<<<<< @@ -687,11 +798,11 @@ static int __pyx_pf_5_cdec_7Weights___cinit__(PyObject *__pyx_v_self, PyObject * return __pyx_r; } -/* "_cdec.pyx":18 +/* "_cdec.pyx":21 * self.weights = &decoder.dec.CurrentWeightVector() * * def __getitem__(self, char* fname): # <<<<<<<<<<<<<< - * cdef unsigned fid = Convert(fname) + * cdef unsigned fid = FDConvert(fname) * if fid <= self.weights.size(): */ @@ -709,7 +820,7 @@ static PyObject *__pyx_pf_5_cdec_7Weights_1__getitem__(PyObject *__pyx_v_self, P int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__getitem__"); assert(__pyx_arg_fname); { - __pyx_v_fname = PyBytes_AsString(__pyx_arg_fname); if (unlikely((!__pyx_v_fname) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __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[0]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -718,18 +829,18 @@ static PyObject *__pyx_pf_5_cdec_7Weights_1__getitem__(PyObject *__pyx_v_self, P return NULL; __pyx_L4_argument_unpacking_done:; - /* "_cdec.pyx":19 + /* "_cdec.pyx":22 * * def __getitem__(self, char* fname): - * cdef unsigned fid = Convert(fname) # <<<<<<<<<<<<<< + * cdef unsigned fid = FDConvert(fname) # <<<<<<<<<<<<<< * if fid <= self.weights.size(): * return self.weights[0][fid] */ __pyx_v_fid = FD::Convert(__pyx_v_fname); - /* "_cdec.pyx":20 + /* "_cdec.pyx":23 * def __getitem__(self, char* fname): - * cdef unsigned fid = Convert(fname) + * cdef unsigned fid = FDConvert(fname) * if fid <= self.weights.size(): # <<<<<<<<<<<<<< * return self.weights[0][fid] * raise KeyError(fname) @@ -737,15 +848,15 @@ static PyObject *__pyx_pf_5_cdec_7Weights_1__getitem__(PyObject *__pyx_v_self, P __pyx_t_1 = (__pyx_v_fid <= ((struct __pyx_obj_5_cdec_Weights *)__pyx_v_self)->weights->size()); if (__pyx_t_1) { - /* "_cdec.pyx":21 - * cdef unsigned fid = Convert(fname) + /* "_cdec.pyx":24 + * cdef unsigned fid = FDConvert(fname) * if fid <= self.weights.size(): * return self.weights[0][fid] # <<<<<<<<<<<<<< * raise KeyError(fname) * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = PyFloat_FromDouble(((((struct __pyx_obj_5_cdec_Weights *)__pyx_v_self)->weights[0])[__pyx_v_fid])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyFloat_FromDouble(((((struct __pyx_obj_5_cdec_Weights *)__pyx_v_self)->weights[0])[__pyx_v_fid])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -754,26 +865,26 @@ static PyObject *__pyx_pf_5_cdec_7Weights_1__getitem__(PyObject *__pyx_v_self, P } __pyx_L5:; - /* "_cdec.pyx":22 + /* "_cdec.pyx":25 * if fid <= self.weights.size(): * return self.weights[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[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyBytes_FromString(__pyx_v_fname); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = 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*)__pyx_t_3)); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_2, 0, 0, 0); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; @@ -788,11 +899,11 @@ static PyObject *__pyx_pf_5_cdec_7Weights_1__getitem__(PyObject *__pyx_v_self, P return __pyx_r; } -/* "_cdec.pyx":24 +/* "_cdec.pyx":27 * raise KeyError(fname) * * def __setitem__(self, char* fname, float value): # <<<<<<<<<<<<<< - * cdef unsigned fid = Convert(fname) + * cdef unsigned fid = FDConvert(fname) * if self.weights.size() <= fid: */ @@ -809,10 +920,10 @@ static int __pyx_pf_5_cdec_7Weights_2__setitem__(PyObject *__pyx_v_self, PyObjec int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__setitem__"); assert(__pyx_arg_fname); { - __pyx_v_fname = PyBytes_AsString(__pyx_arg_fname); if (unlikely((!__pyx_v_fname) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __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[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } assert(__pyx_arg_value); { - __pyx_v_value = __pyx_PyFloat_AsDouble(__pyx_arg_value); if (unlikely((__pyx_v_value == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_value = __pyx_PyFloat_AsDouble(__pyx_arg_value); if (unlikely((__pyx_v_value == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -821,18 +932,18 @@ static int __pyx_pf_5_cdec_7Weights_2__setitem__(PyObject *__pyx_v_self, PyObjec return -1; __pyx_L4_argument_unpacking_done:; - /* "_cdec.pyx":25 + /* "_cdec.pyx":28 * * def __setitem__(self, char* fname, float value): - * cdef unsigned fid = Convert(fname) # <<<<<<<<<<<<<< + * cdef unsigned fid = FDConvert(fname) # <<<<<<<<<<<<<< * if self.weights.size() <= fid: * self.weights.resize(fid + 1) */ __pyx_v_fid = FD::Convert(((char *)__pyx_v_fname)); - /* "_cdec.pyx":26 + /* "_cdec.pyx":29 * def __setitem__(self, char* fname, float value): - * cdef unsigned fid = Convert(fname) + * cdef unsigned fid = FDConvert(fname) * if self.weights.size() <= fid: # <<<<<<<<<<<<<< * self.weights.resize(fid + 1) * self.weights[0][fid] = value @@ -840,8 +951,8 @@ static int __pyx_pf_5_cdec_7Weights_2__setitem__(PyObject *__pyx_v_self, PyObjec __pyx_t_1 = (((struct __pyx_obj_5_cdec_Weights *)__pyx_v_self)->weights->size() <= __pyx_v_fid); if (__pyx_t_1) { - /* "_cdec.pyx":27 - * cdef unsigned fid = Convert(fname) + /* "_cdec.pyx":30 + * cdef unsigned fid = FDConvert(fname) * if self.weights.size() <= fid: * self.weights.resize(fid + 1) # <<<<<<<<<<<<<< * self.weights[0][fid] = value @@ -852,7 +963,7 @@ static int __pyx_pf_5_cdec_7Weights_2__setitem__(PyObject *__pyx_v_self, PyObjec } __pyx_L5:; - /* "_cdec.pyx":28 + /* "_cdec.pyx":31 * if self.weights.size() <= fid: * self.weights.resize(fid + 1) * self.weights[0][fid] = value # <<<<<<<<<<<<<< @@ -867,7 +978,7 @@ static int __pyx_pf_5_cdec_7Weights_2__setitem__(PyObject *__pyx_v_self, PyObjec } static PyObject *__pyx_gb_5_cdec_7Weights_4generator(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *__pyx_cur_scope, PyObject *__pyx_sent_value); /* proto */ -/* "_cdec.pyx":30 +/* "_cdec.pyx":33 * self.weights[0][fid] = value * * def __iter__(self): # <<<<<<<<<<<<<< @@ -921,31 +1032,31 @@ static PyObject *__pyx_gb_5_cdec_7Weights_4generator(struct __pyx_obj_5_cdec___p return NULL; } __pyx_L3_first_run:; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "_cdec.pyx":32 + /* "_cdec.pyx":35 * def __iter__(self): * cdef unsigned fid * for fid in range(1, self.weights.size()): # <<<<<<<<<<<<<< - * yield Convert(fid).c_str(), self.weights[0][fid] + * yield FDConvert(fid).c_str(), self.weights[0][fid] * */ __pyx_t_1 = ((struct __pyx_obj_5_cdec_Weights *)__pyx_cur_scope->__pyx_v_self)->weights->size(); for (__pyx_t_2 = 1; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_cur_scope->__pyx_v_fid = __pyx_t_2; - /* "_cdec.pyx":33 + /* "_cdec.pyx":36 * cdef unsigned fid * for fid in range(1, self.weights.size()): - * yield Convert(fid).c_str(), self.weights[0][fid] # <<<<<<<<<<<<<< + * yield FDConvert(fid).c_str(), self.weights[0][fid] # <<<<<<<<<<<<<< * * cdef class Decoder: */ - __pyx_t_3 = PyBytes_FromString(FD::Convert(__pyx_cur_scope->__pyx_v_fid).c_str()); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyBytes_FromString(FD::Convert(__pyx_cur_scope->__pyx_v_fid).c_str()); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); - __pyx_t_4 = PyFloat_FromDouble(((((struct __pyx_obj_5_cdec_Weights *)__pyx_cur_scope->__pyx_v_self)->weights[0])[__pyx_cur_scope->__pyx_v_fid])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyFloat_FromDouble(((((struct __pyx_obj_5_cdec_Weights *)__pyx_cur_scope->__pyx_v_self)->weights[0])[__pyx_cur_scope->__pyx_v_fid])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_5)); PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_3)); __Pyx_GIVEREF(((PyObject *)__pyx_t_3)); @@ -965,9 +1076,9 @@ static PyObject *__pyx_gb_5_cdec_7Weights_4generator(struct __pyx_obj_5_cdec___p __pyx_L6_resume_from_yield:; __pyx_t_1 = __pyx_cur_scope->__pyx_t_0; __pyx_t_2 = __pyx_cur_scope->__pyx_t_1; - if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - PyErr_SetNone(PyExc_StopIteration); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + 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__pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L5_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L5_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L5_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /*try:*/ { @@ -1215,7 +1326,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO __pyx_v_fp = __pyx_t_2; __pyx_t_2 = 0; - /* "_cdec.pyx":56 + /* "_cdec.pyx":59 * cdef dict config = {} * with open(ini) as fp: * for line in fp: # <<<<<<<<<<<<<< @@ -1226,7 +1337,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO __pyx_t_2 = __pyx_v_fp; __Pyx_INCREF(__pyx_t_2); __pyx_t_7 = 0; __pyx_t_8 = NULL; } else { - __pyx_t_7 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_fp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_7 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_fp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_8 = Py_TYPE(__pyx_t_2)->tp_iternext; } @@ -1242,7 +1353,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO if (unlikely(!__pyx_t_1)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L9_error;} } break; } @@ -1252,38 +1363,38 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO __pyx_v_line = __pyx_t_1; __pyx_t_1 = 0; - /* "_cdec.pyx":57 + /* "_cdec.pyx":60 * with open(ini) as fp: * for line in fp: * line = line.strip() # <<<<<<<<<<<<<< * if not line or line.startswith('#'): continue * param, value = line.split('=') */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__strip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_9 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_9 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_9); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_v_line); __pyx_v_line = __pyx_t_9; __pyx_t_9 = 0; - /* "_cdec.pyx":58 + /* "_cdec.pyx":61 * for line in fp: * line = line.strip() * if not line or line.startswith('#'): continue # <<<<<<<<<<<<<< * param, value = line.split('=') * config[param.strip()] = value.strip() */ - __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_v_line); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_v_line); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __pyx_t_11 = (!__pyx_t_10); if (!__pyx_t_11) { - __pyx_t_9 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__startswith); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_9 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__startswith); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = PyObject_Call(__pyx_t_9, ((PyObject *)__pyx_k_tuple_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_9, ((PyObject *)__pyx_k_tuple_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; - __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_12 = __pyx_t_10; } else { @@ -1295,16 +1406,16 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO } __pyx_L19:; - /* "_cdec.pyx":59 + /* "_cdec.pyx":62 * line = line.strip() * if not line or line.startswith('#'): continue * param, value = line.split('=') # <<<<<<<<<<<<<< * config[param.strip()] = value.strip() * return cls(**config) */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__split); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__split); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_9 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_4), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_9 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_4), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_9); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if ((likely(PyTuple_CheckExact(__pyx_t_9))) || (PyList_CheckExact(__pyx_t_9))) { @@ -1313,7 +1424,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L9_error;} } __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_13 = PyTuple_GET_ITEM(sequence, 1); @@ -1321,7 +1432,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO if (unlikely(PyList_GET_SIZE(sequence) != 2)) { if (PyList_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L9_error;} } __pyx_t_1 = PyList_GET_ITEM(sequence, 0); __pyx_t_13 = PyList_GET_ITEM(sequence, 1); @@ -1331,7 +1442,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { Py_ssize_t index = -1; - __pyx_t_14 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_14 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_14); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; __pyx_t_15 = Py_TYPE(__pyx_t_14)->tp_iternext; @@ -1339,14 +1450,14 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO __Pyx_GOTREF(__pyx_t_1); index = 1; __pyx_t_13 = __pyx_t_15(__pyx_t_14); if (unlikely(!__pyx_t_13)) goto __pyx_L20_unpacking_failed; __Pyx_GOTREF(__pyx_t_13); - if (__Pyx_IternextUnpackEndCheck(__pyx_t_15(__pyx_t_14), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + if (__Pyx_IternextUnpackEndCheck(__pyx_t_15(__pyx_t_14), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; goto __pyx_L21_unpacking_done; __pyx_L20_unpacking_failed:; __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_StopIteration)) PyErr_Clear(); if (!PyErr_Occurred()) __Pyx_RaiseNeedMoreValuesError(index); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __pyx_L21_unpacking_done:; } __Pyx_XDECREF(__pyx_v_param); @@ -1356,24 +1467,24 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO __pyx_v_value = __pyx_t_13; __pyx_t_13 = 0; - /* "_cdec.pyx":60 + /* "_cdec.pyx":63 * if not line or line.startswith('#'): continue * param, value = line.split('=') * config[param.strip()] = value.strip() # <<<<<<<<<<<<<< * return cls(**config) * */ - __pyx_t_9 = PyObject_GetAttr(__pyx_v_value, __pyx_n_s__strip); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_9 = PyObject_GetAttr(__pyx_v_value, __pyx_n_s__strip); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_13 = PyObject_Call(__pyx_t_9, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_13 = PyObject_Call(__pyx_t_9, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_13); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; - __pyx_t_9 = PyObject_GetAttr(__pyx_v_param, __pyx_n_s__strip); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_9 = PyObject_GetAttr(__pyx_v_param, __pyx_n_s__strip); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = PyObject_Call(__pyx_t_9, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_9, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; - if (PyDict_SetItem(((PyObject *)__pyx_v_config), __pyx_t_1, __pyx_t_13) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + if (PyDict_SetItem(((PyObject *)__pyx_v_config), __pyx_t_1, __pyx_t_13) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0; __pyx_L17_continue:; @@ -1391,7 +1502,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0; __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0; - /* "_cdec.pyx":55 + /* "_cdec.pyx":58 * def fromconfig(cls, ini): * cdef dict config = {} * with open(ini) as fp: # <<<<<<<<<<<<<< @@ -1400,11 +1511,11 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO */ /*except:*/ { __Pyx_AddTraceback("_cdec.Decoder.fromconfig", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_13, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} + if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_13, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_GOTREF(__pyx_t_13); __Pyx_GOTREF(__pyx_t_1); - __pyx_t_9 = PyTuple_New(3); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} + __pyx_t_9 = PyTuple_New(3); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_9)); __Pyx_INCREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_2); @@ -1417,11 +1528,11 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO __Pyx_GIVEREF(__pyx_t_1); __pyx_t_16 = PyObject_Call(__pyx_t_3, __pyx_t_9, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} + if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} __Pyx_GOTREF(__pyx_t_16); __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_16); __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0; - if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} + if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} __pyx_t_11 = (!__pyx_t_12); if (__pyx_t_11) { __Pyx_GIVEREF(__pyx_t_2); @@ -1429,7 +1540,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO __Pyx_GIVEREF(__pyx_t_1); __Pyx_ErrRestore(__pyx_t_2, __pyx_t_13, __pyx_t_1); __pyx_t_2 = 0; __pyx_t_13 = 0; __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} goto __pyx_L24; } __pyx_L24:; @@ -1457,11 +1568,11 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO if (__pyx_t_3) { __pyx_t_6 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_5, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_6); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (unlikely(__pyx_t_11 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__pyx_t_11 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } } goto __pyx_L25; @@ -1471,7 +1582,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO __pyx_L25:; } - /* "_cdec.pyx":61 + /* "_cdec.pyx":64 * param, value = line.split('=') * config[param.strip()] = value.strip() * return cls(**config) # <<<<<<<<<<<<<< @@ -1479,7 +1590,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO * def read_weights(self, cfg): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyEval_CallObjectWithKeywords(__pyx_v_cls, ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_v_config)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyEval_CallObjectWithKeywords(__pyx_v_cls, ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_v_config)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -1506,7 +1617,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_2fromconfig(PyObject *__pyx_v_cls, PyO return __pyx_r; } -/* "_cdec.pyx":63 +/* "_cdec.pyx":66 * return cls(**config) * * def read_weights(self, cfg): # <<<<<<<<<<<<<< @@ -1543,7 +1654,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, int __pyx_clineno = 0; __Pyx_RefNannySetupContext("read_weights"); - /* "_cdec.pyx":64 + /* "_cdec.pyx":67 * * def read_weights(self, cfg): * with open(cfg) as fp: # <<<<<<<<<<<<<< @@ -1551,20 +1662,20 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, * fname, value = line.split() */ /*with:*/ { - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __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 = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); __Pyx_INCREF(__pyx_v_cfg); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_cfg); __Pyx_GIVEREF(__pyx_v_cfg); - __pyx_t_2 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - __pyx_t_3 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L5_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L5_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L5_error;} + __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L5_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /*try:*/ { @@ -1577,7 +1688,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, __pyx_v_fp = __pyx_t_2; __pyx_t_2 = 0; - /* "_cdec.pyx":65 + /* "_cdec.pyx":68 * def read_weights(self, cfg): * with open(cfg) as fp: * for line in fp: # <<<<<<<<<<<<<< @@ -1588,7 +1699,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, __pyx_t_2 = __pyx_v_fp; __Pyx_INCREF(__pyx_t_2); __pyx_t_7 = 0; __pyx_t_8 = NULL; } else { - __pyx_t_7 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_fp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_7 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_fp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_8 = Py_TYPE(__pyx_t_2)->tp_iternext; } @@ -1604,7 +1715,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, if (unlikely(!__pyx_t_1)) { if (PyErr_Occurred()) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L9_error;} } break; } @@ -1614,16 +1725,16 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, __pyx_v_line = __pyx_t_1; __pyx_t_1 = 0; - /* "_cdec.pyx":66 + /* "_cdec.pyx":69 * with open(cfg) as fp: * for line in fp: * fname, value = line.split() # <<<<<<<<<<<<<< * self.weights[fname.strip()] = float(value) * */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__split); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_line, __pyx_n_s__split); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_9 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_9 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_9); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if ((likely(PyTuple_CheckExact(__pyx_t_9))) || (PyList_CheckExact(__pyx_t_9))) { @@ -1632,7 +1743,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_error;} } __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_10 = PyTuple_GET_ITEM(sequence, 1); @@ -1640,7 +1751,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, if (unlikely(PyList_GET_SIZE(sequence) != 2)) { if (PyList_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); else __Pyx_RaiseNeedMoreValuesError(PyList_GET_SIZE(sequence)); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_error;} } __pyx_t_1 = PyList_GET_ITEM(sequence, 0); __pyx_t_10 = PyList_GET_ITEM(sequence, 1); @@ -1650,7 +1761,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { Py_ssize_t index = -1; - __pyx_t_11 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_11 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_11); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; __pyx_t_12 = Py_TYPE(__pyx_t_11)->tp_iternext; @@ -1658,14 +1769,14 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, __Pyx_GOTREF(__pyx_t_1); index = 1; __pyx_t_10 = __pyx_t_12(__pyx_t_11); if (unlikely(!__pyx_t_10)) goto __pyx_L19_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 = 66; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + if (__Pyx_IternextUnpackEndCheck(__pyx_t_12(__pyx_t_11), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; goto __pyx_L20_unpacking_done; __pyx_L19_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 = 66; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __pyx_L20_unpacking_done:; } __Pyx_XDECREF(__pyx_v_fname); @@ -1675,22 +1786,22 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, __pyx_v_value = __pyx_t_10; __pyx_t_10 = 0; - /* "_cdec.pyx":67 + /* "_cdec.pyx":70 * for line in fp: * fname, value = line.split() * self.weights[fname.strip()] = float(value) # <<<<<<<<<<<<<< * - * def translate(self, unicode sentence, grammar=None): + * # TODO: list, lattice translation */ - __pyx_t_13 = __Pyx_PyObject_AsDouble(__pyx_v_value); if (unlikely(__pyx_t_13 == ((double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L9_error;} - __pyx_t_9 = PyFloat_FromDouble(__pyx_t_13); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_13 = __Pyx_PyObject_AsDouble(__pyx_v_value); if (unlikely(__pyx_t_13 == ((double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_9 = PyFloat_FromDouble(__pyx_t_13); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_10 = PyObject_GetAttr(__pyx_v_fname, __pyx_n_s__strip); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L9_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 = 70; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_10); - __pyx_t_1 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + __pyx_t_1 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - if (PyObject_SetItem(((PyObject *)((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self)->weights), __pyx_t_1, __pyx_t_9) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L9_error;} + if (PyObject_SetItem(((PyObject *)((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self)->weights), __pyx_t_1, __pyx_t_9) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L9_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } @@ -1707,7 +1818,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0; __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0; - /* "_cdec.pyx":64 + /* "_cdec.pyx":67 * * def read_weights(self, cfg): * with open(cfg) as fp: # <<<<<<<<<<<<<< @@ -1716,11 +1827,11 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, */ /*except:*/ { __Pyx_AddTraceback("_cdec.Decoder.read_weights", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_9, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} + if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_9, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_GOTREF(__pyx_t_9); __Pyx_GOTREF(__pyx_t_1); - __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} + __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_10)); __Pyx_INCREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_2); @@ -1733,11 +1844,11 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, __Pyx_GIVEREF(__pyx_t_1); __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 = 64; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} + if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L11_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 = 64; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} + if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} __pyx_t_16 = (!__pyx_t_14); if (__pyx_t_16) { __Pyx_GIVEREF(__pyx_t_2); @@ -1745,7 +1856,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, __Pyx_GIVEREF(__pyx_t_1); __Pyx_ErrRestore(__pyx_t_2, __pyx_t_9, __pyx_t_1); __pyx_t_2 = 0; __pyx_t_9 = 0; __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L11_except_error;} goto __pyx_L23; } __pyx_L23:; @@ -1773,11 +1884,11 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, if (__pyx_t_3) { __pyx_t_6 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_6, NULL); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __pyx_t_16 = __Pyx_PyObject_IsTrue(__pyx_t_6); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (unlikely(__pyx_t_16 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__pyx_t_16 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } } goto __pyx_L24; @@ -1807,9 +1918,9 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_3read_weights(PyObject *__pyx_v_self, return __pyx_r; } -/* "_cdec.pyx":69 - * self.weights[fname.strip()] = float(value) +/* "_cdec.pyx":73 * + * # TODO: list, lattice translation * def translate(self, unicode sentence, grammar=None): # <<<<<<<<<<<<<< * if grammar: * self.dec.SetSentenceGrammarFromString(string( grammar)) @@ -1857,7 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__Pyx_RaiseArgtupleInvalid("translate", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("_cdec.Decoder.translate", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sentence), (&PyUnicode_Type), 1, "sentence", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sentence), (&PyUnicode_Type), 1, "sentence", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "_cdec.pyx":70 - * + /* "_cdec.pyx":74 + * # TODO: list, lattice translation * def translate(self, unicode sentence, grammar=None): * if grammar: # <<<<<<<<<<<<<< * self.dec.SetSentenceGrammarFromString(string( grammar)) * 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{__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} ((struct __pyx_obj_5_cdec_Decoder *)__pyx_v_self)->dec->SetSentenceGrammarFromString(std::string(((char *)__pyx_t_2))); goto __pyx_L6; } __pyx_L6:; - /* "_cdec.pyx":73 + /* "_cdec.pyx":77 * self.dec.SetSentenceGrammarFromString(string( grammar)) * #sgml = '%s' % (grammar, sentence.encode('utf8')) * sgml = sentence.strip().encode('utf8') # <<<<<<<<<<<<<< * cdef decoder.BasicObserver observer = decoder.BasicObserver() * self.dec.Decode(string(sgml), &observer) */ - __pyx_t_3 = PyObject_GetAttr(((PyObject *)__pyx_v_sentence), __pyx_n_s__strip); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_GetAttr(((PyObject *)__pyx_v_sentence), __pyx_n_s__strip); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - 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__pyx_tp_dealloc_5_cdec_Decoder(PyObject *o) { + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pf_5_cdec_7Decoder_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_XDECREF(((PyObject *)p->weights)); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec_Decoder(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + if (p->weights) { + e = (*v)(((PyObject*)p->weights), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec_Decoder(PyObject *o) { + struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; + PyObject* tmp; + tmp = ((PyObject*)p->weights); + p->weights = ((struct __pyx_obj_5_cdec_Weights *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) { + return __pyx_pf_5_cdec_7Decoder_7weights___get__(o); +} + +static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) { + if (v) { + return __pyx_pf_5_cdec_7Decoder_7weights_1__set__(o, v); + } + else { + return __pyx_pf_5_cdec_7Decoder_7weights_2__del__(o); + } +} + +static PyMethodDef __pyx_methods_5_cdec_Decoder[] = { + {__Pyx_NAMESTR("fromconfig"), (PyCFunction)__pyx_pf_5_cdec_7Decoder_2fromconfig, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_weights"), (PyCFunction)__pyx_pf_5_cdec_7Decoder_3read_weights, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("translate"), (PyCFunction)__pyx_pf_5_cdec_7Decoder_4translate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_Decoder[] = { + {(char *)"weights", __pyx_getprop_5_cdec_7Decoder_weights, __pyx_setprop_5_cdec_7Decoder_weights, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Decoder = { + 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_Decoder = { + 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_Decoder = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Decoder = { + #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_Decoder = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Decoder"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Decoder), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Decoder, /*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_Decoder, /*tp_as_number*/ + &__pyx_tp_as_sequence_Decoder, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Decoder, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Decoder, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec_Decoder, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_Decoder, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Decoder, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_Decoder, /*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_Decoder, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pf_5_cdec_10Hypergraph___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_Hypergraph[] = { + {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pf_5_cdec_10Hypergraph_1viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_tree"), (PyCFunction)__pyx_pf_5_cdec_10Hypergraph_2viterbi_tree, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pf_5_cdec_10Hypergraph_3kbest, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("kbest_tree"), (PyCFunction)__pyx_pf_5_cdec_10Hypergraph_5kbest_tree, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pf_5_cdec_10Hypergraph_7intersect, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pf_5_cdec_10Hypergraph_8sample, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Hypergraph = { + 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_Hypergraph = { + 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_Hypergraph = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { + #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_Hypergraph = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Hypergraph, /*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_Hypergraph, /*tp_as_number*/ + &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_Hypergraph, /*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_Hypergraph, /*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_Hypergraph, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = (*t->tp_alloc)(t, 0); + if (!o) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Lattice(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pf_5_cdec_7Lattice_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_Lattice[] = { + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_Lattice = { + 0, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ #if PY_MAJOR_VERSION < 3 0, /*nb_divide*/ #endif @@ -2267,11 +3947,11 @@ static PyNumberMethods __pyx_tp_as_number_Weights = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Weights = { +static PySequenceMethods __pyx_tp_as_sequence_Lattice = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ - __pyx_sq_item_5_cdec_Weights, /*sq_item*/ + 0, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ @@ -2280,13 +3960,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Weights = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Weights = { +static PyMappingMethods __pyx_tp_as_mapping_Lattice = { 0, /*mp_length*/ - __pyx_pf_5_cdec_7Weights_1__getitem__, /*mp_subscript*/ - __pyx_mp_ass_subscript_5_cdec_Weights, /*mp_ass_subscript*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Weights = { +static PyBufferProcs __pyx_tp_as_buffer_Lattice = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -2307,12 +3987,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Weights = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Weights = { +static PyTypeObject __pyx_type_5_cdec_Lattice = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Weights"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Weights), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Weights, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec_Lattice, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -2322,24 +4002,24 @@ static PyTypeObject __pyx_type_5_cdec_Weights = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Weights, /*tp_as_number*/ - &__pyx_tp_as_sequence_Weights, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Weights, /*tp_as_mapping*/ + &__pyx_tp_as_number_Lattice, /*tp_as_number*/ + &__pyx_tp_as_sequence_Lattice, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Lattice, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ - 0, /*tp_str*/ + __pyx_pf_5_cdec_7Lattice_1__str__, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Weights, /*tp_as_buffer*/ + &__pyx_tp_as_buffer_Lattice, /*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_pf_5_cdec_7Weights_3__iter__, /*tp_iter*/ + __pyx_pf_5_cdec_7Lattice_2__iter__, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Weights, /*tp_methods*/ + __pyx_methods_5_cdec_Lattice, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -2347,9 +4027,9 @@ static PyTypeObject __pyx_type_5_cdec_Weights = { 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ - 0, /*tp_init*/ + __pyx_pf_5_cdec_7Lattice___init__, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Weights, /*tp_new*/ + __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -2363,77 +4043,256 @@ static PyTypeObject __pyx_type_5_cdec_Weights = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec_Decoder *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_Generator(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_Generator_object *p; PyObject *o = (*t->tp_alloc)(t, 0); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec_Decoder *)o); - p->weights = ((struct __pyx_obj_5_cdec_Weights *)Py_None); Py_INCREF(Py_None); - if (__pyx_pf_5_cdec_7Decoder___cinit__(o, a, k) < 0) { - Py_DECREF(o); o = 0; - } + p = ((struct __pyx_Generator_object *)o); + p->exc_type = 0; + p->exc_value = 0; + p->exc_traceback = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Decoder(PyObject *o) { - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; - { - PyObject *etype, *eval, *etb; - PyErr_Fetch(&etype, &eval, &etb); - ++Py_REFCNT(o); - __pyx_pf_5_cdec_7Decoder_1__dealloc__(o); - if (PyErr_Occurred()) PyErr_WriteUnraisable(o); - --Py_REFCNT(o); - PyErr_Restore(etype, eval, etb); - } - Py_XDECREF(((PyObject *)p->weights)); +static void __pyx_tp_dealloc_5_cdec___pyx_Generator(PyObject *o) { + struct __pyx_Generator_object *p = (struct __pyx_Generator_object *)o; + Py_XDECREF(p->exc_type); + Py_XDECREF(p->exc_value); + Py_XDECREF(p->exc_traceback); (*Py_TYPE(o)->tp_free)(o); } -static int __pyx_tp_traverse_5_cdec_Decoder(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_Generator(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_Generator_object *p = (struct __pyx_Generator_object *)o; + if (p->exc_type) { + e = (*v)(p->exc_type, a); if (e) return e; + } + if (p->exc_value) { + e = (*v)(p->exc_value, a); if (e) return e; + } + if (p->exc_traceback) { + e = (*v)(p->exc_traceback, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_Generator(PyObject *o) { + struct __pyx_Generator_object *p = (struct __pyx_Generator_object *)o; + PyObject* tmp; + tmp = ((PyObject*)p->exc_type); + p->exc_type = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->exc_value); + p->exc_value = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->exc_traceback); + p->exc_traceback = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_Generator[] = { + {__Pyx_NAMESTR("send"), (PyCFunction)__Pyx_Generator_Send, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("close"), (PyCFunction)__Pyx_Generator_Close, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("throw"), (PyCFunction)__Pyx_Generator_Throw, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number___pyx_Generator = { + 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_Generator = { + 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_Generator = { + 0, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer___pyx_Generator = { + #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_Generator_type = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_Generator"), /*tp_name*/ + sizeof(struct __pyx_Generator_object), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_Generator, /*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_Generator, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_Generator, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_Generator, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer___pyx_Generator, /*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_Generator, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_Generator, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + PyObject_SelfIter, /*tp_iter*/ + __Pyx_Generator_Next, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_Generator, /*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_Generator, /*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____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; + PyObject *o = __pyx_tp_new_5_cdec___pyx_Generator(t, a, k); + if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + __pyx_tp_dealloc_5_cdec___pyx_Generator(o); +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; - if (p->weights) { - e = (*v)(((PyObject*)p->weights), a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + e = __pyx_tp_traverse_5_cdec___pyx_Generator(o, v, a); if (e) return e; + 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_Decoder(PyObject *o) { - struct __pyx_obj_5_cdec_Decoder *p = (struct __pyx_obj_5_cdec_Decoder *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; PyObject* tmp; - tmp = ((PyObject*)p->weights); - p->weights = ((struct __pyx_obj_5_cdec_Weights *)Py_None); Py_INCREF(Py_None); + __pyx_tp_clear_5_cdec___pyx_Generator(o); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } -static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, void *x) { - return __pyx_pf_5_cdec_7Decoder_7weights___get__(o); -} - -static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, void *x) { - if (v) { - return __pyx_pf_5_cdec_7Decoder_7weights_1__set__(o, v); - } - else { - return __pyx_pf_5_cdec_7Decoder_7weights_2__del__(o); - } -} - -static PyMethodDef __pyx_methods_5_cdec_Decoder[] = { - {__Pyx_NAMESTR("fromconfig"), (PyCFunction)__pyx_pf_5_cdec_7Decoder_2fromconfig, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("read_weights"), (PyCFunction)__pyx_pf_5_cdec_7Decoder_3read_weights, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("translate"), (PyCFunction)__pyx_pf_5_cdec_7Decoder_4translate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { {0, 0, 0, 0} }; -static struct PyGetSetDef __pyx_getsets_5_cdec_Decoder[] = { - {(char *)"weights", __pyx_getprop_5_cdec_7Decoder_weights, __pyx_setprop_5_cdec_7Decoder_weights, 0, 0}, - {0, 0, 0, 0, 0} -}; - -static PyNumberMethods __pyx_tp_as_number_Decoder = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -2491,7 +4350,7 @@ static PyNumberMethods __pyx_tp_as_number_Decoder = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Decoder = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -2504,13 +4363,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Decoder = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Decoder = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Decoder = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -2531,12 +4390,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Decoder = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Decoder = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Decoder"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Decoder), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Decoder, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -2546,26 +4405,26 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Decoder, /*tp_as_number*/ - &__pyx_tp_as_sequence_Decoder, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Decoder, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Decoder, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct____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_Decoder, /*tp_traverse*/ - __pyx_tp_clear_5_cdec_Decoder, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Decoder, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ 0, /*tp_members*/ - __pyx_getsets_5_cdec_Decoder, /*tp_getset*/ + 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ @@ -2573,7 +4432,7 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Decoder, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -2587,22 +4446,62 @@ static PyTypeObject __pyx_type_5_cdec_Decoder = { #endif }; -static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k) { - PyObject *o = (*t->tp_alloc)(t, 0); +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1_kbest(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *p; + PyObject *o = __pyx_tp_new_5_cdec___pyx_Generator(t, a, k); if (!o) return 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *)o); + p->__pyx_v_self = 0; + p->__pyx_v_size = 0; + p->__pyx_v_tree = 0; return o; } -static void __pyx_tp_dealloc_5_cdec_Hypergraph(PyObject *o) { - (*Py_TYPE(o)->tp_free)(o); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(p->__pyx_v_size); + Py_XDECREF(((PyObject *)p->__pyx_v_tree)); + __pyx_tp_dealloc_5_cdec___pyx_Generator(o); } -static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { - {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pf_5_cdec_10Hypergraph_viterbi, METH_NOARGS, __Pyx_DOCSTR(0)}, +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1_kbest(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *)o; + e = __pyx_tp_traverse_5_cdec___pyx_Generator(o, v, a); if (e) return e; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } + if (p->__pyx_v_tree) { + e = (*v)(p->__pyx_v_tree, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest *)o; + PyObject* tmp; + __pyx_tp_clear_5_cdec___pyx_Generator(o); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_tree); + p->__pyx_v_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1_kbest[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number_Hypergraph = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_1_kbest = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -2660,7 +4559,7 @@ static PyNumberMethods __pyx_tp_as_number_Hypergraph = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_1_kbest = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -2673,13 +4572,13 @@ static PySequenceMethods __pyx_tp_as_sequence_Hypergraph = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping_Hypergraph = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_1_kbest = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_1_kbest = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -2700,12 +4599,12 @@ static PyBufferProcs __pyx_tp_as_buffer_Hypergraph = { #endif }; -static PyTypeObject __pyx_type_5_cdec_Hypergraph = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1_kbest = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.Hypergraph"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec_Hypergraph), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1_kbest"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1_kbest), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec_Hypergraph, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1_kbest, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -2715,24 +4614,24 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number_Hypergraph, /*tp_as_number*/ - &__pyx_tp_as_sequence_Hypergraph, /*tp_as_sequence*/ - &__pyx_tp_as_mapping_Hypergraph, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_1_kbest, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_1_kbest, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_1_kbest, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer_Hypergraph, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + &__pyx_tp_as_buffer___pyx_scope_struct_1_kbest, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_1_kbest, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_1_kbest, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec_Hypergraph, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_1_kbest, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -2742,7 +4641,7 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec_Hypergraph, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_1_kbest, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -2756,63 +4655,62 @@ static PyTypeObject __pyx_type_5_cdec_Hypergraph = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_Generator(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_Generator_object *p; - PyObject *o = (*t->tp_alloc)(t, 0); +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest_tree(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *p; + PyObject *o = __pyx_tp_new_5_cdec___pyx_Generator(t, a, k); if (!o) return 0; - p = ((struct __pyx_Generator_object *)o); - p->exc_type = 0; - p->exc_value = 0; - p->exc_traceback = 0; + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *)o); + p->__pyx_v_self = 0; + p->__pyx_v_sentence = 0; + p->__pyx_v_size = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_Generator(PyObject *o) { - struct __pyx_Generator_object *p = (struct __pyx_Generator_object *)o; - Py_XDECREF(p->exc_type); - Py_XDECREF(p->exc_value); - Py_XDECREF(p->exc_traceback); - (*Py_TYPE(o)->tp_free)(o); +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest_tree(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *)o; + Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); + Py_XDECREF(p->__pyx_v_size); + __pyx_tp_dealloc_5_cdec___pyx_Generator(o); } -static int __pyx_tp_traverse_5_cdec___pyx_Generator(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest_tree(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_Generator_object *p = (struct __pyx_Generator_object *)o; - if (p->exc_type) { - e = (*v)(p->exc_type, a); if (e) return e; + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *)o; + e = __pyx_tp_traverse_5_cdec___pyx_Generator(o, v, a); if (e) return e; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; } - if (p->exc_value) { - e = (*v)(p->exc_value, a); if (e) return e; + if (p->__pyx_v_sentence) { + e = (*v)(p->__pyx_v_sentence, a); if (e) return e; } - if (p->exc_traceback) { - e = (*v)(p->exc_traceback, 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_Generator(PyObject *o) { - struct __pyx_Generator_object *p = (struct __pyx_Generator_object *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest_tree(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree *)o; PyObject* tmp; - tmp = ((PyObject*)p->exc_type); - p->exc_type = Py_None; Py_INCREF(Py_None); + __pyx_tp_clear_5_cdec___pyx_Generator(o); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->exc_value); - p->exc_value = Py_None; Py_INCREF(Py_None); + tmp = ((PyObject*)p->__pyx_v_sentence); + p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); Py_XDECREF(tmp); - tmp = ((PyObject*)p->exc_traceback); - p->exc_traceback = Py_None; Py_INCREF(Py_None); + 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_Generator[] = { - {__Pyx_NAMESTR("send"), (PyCFunction)__Pyx_Generator_Send, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("close"), (PyCFunction)__Pyx_Generator_Close, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("throw"), (PyCFunction)__Pyx_Generator_Throw, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2_kbest_tree[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_Generator = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_2_kbest_tree = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -2870,7 +4768,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_Generator = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_Generator = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_2_kbest_tree = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -2883,13 +4781,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_Generator = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_Generator = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_2_kbest_tree = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_Generator = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_2_kbest_tree = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -2910,12 +4808,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_Generator = { #endif }; -static PyTypeObject __pyx_Generator_type = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2_kbest_tree = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_Generator"), /*tp_name*/ - sizeof(struct __pyx_Generator_object), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2_kbest_tree"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2_kbest_tree), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_Generator, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2_kbest_tree, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -2925,24 +4823,24 @@ static PyTypeObject __pyx_Generator_type = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_Generator, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_Generator, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_Generator, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_2_kbest_tree, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_2_kbest_tree, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_2_kbest_tree, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ - &__pyx_tp_as_buffer___pyx_Generator, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_2_kbest_tree, /*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_Generator, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_Generator, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_2_kbest_tree, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_2_kbest_tree, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ - PyObject_SelfIter, /*tp_iter*/ - __Pyx_Generator_Next, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_Generator, /*tp_methods*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_2_kbest_tree, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -2952,7 +4850,7 @@ static PyTypeObject __pyx_Generator_type = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_Generator, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_2_kbest_tree, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -2966,46 +4864,54 @@ static PyTypeObject __pyx_Generator_type = { #endif }; -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_sample(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *p; PyObject *o = __pyx_tp_new_5_cdec___pyx_Generator(t, a, k); if (!o) return 0; - p = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *)o); p->__pyx_v_self = 0; + p->__pyx_v_sentence = 0; return o; } -static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *)o; Py_XDECREF(((PyObject *)p->__pyx_v_self)); + Py_XDECREF(((PyObject *)p->__pyx_v_sentence)); __pyx_tp_dealloc_5_cdec___pyx_Generator(o); } -static int __pyx_tp_traverse_5_cdec___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_sample(PyObject *o, visitproc v, void *a) { int e; - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *)o; e = __pyx_tp_traverse_5_cdec___pyx_Generator(o, v, 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_sentence) { + e = (*v)(p->__pyx_v_sentence, a); if (e) return e; + } return 0; } -static int __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__(PyObject *o) { - struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample *)o; PyObject* tmp; __pyx_tp_clear_5_cdec___pyx_Generator(o); tmp = ((PyObject*)p->__pyx_v_self); p->__pyx_v_self = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sentence); + p->__pyx_v_sentence = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); return 0; } -static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_sample[] = { {0, 0, 0, 0} }; -static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { +static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct_3_sample = { 0, /*nb_add*/ 0, /*nb_subtract*/ 0, /*nb_multiply*/ @@ -3063,7 +4969,7 @@ static PyNumberMethods __pyx_tp_as_number___pyx_scope_struct____iter__ = { #endif }; -static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { +static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct_3_sample = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ @@ -3076,13 +4982,13 @@ static PySequenceMethods __pyx_tp_as_sequence___pyx_scope_struct____iter__ = { 0, /*sq_inplace_repeat*/ }; -static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct____iter__ = { +static PyMappingMethods __pyx_tp_as_mapping___pyx_scope_struct_3_sample = { 0, /*mp_length*/ 0, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; -static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { +static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct_3_sample = { #if PY_MAJOR_VERSION < 3 0, /*bf_getreadbuffer*/ #endif @@ -3103,12 +5009,12 @@ static PyBufferProcs __pyx_tp_as_buffer___pyx_scope_struct____iter__ = { #endif }; -static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_sample = { PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("_cdec.__pyx_scope_struct____iter__"), /*tp_name*/ - sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__), /*tp_basicsize*/ + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_sample"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_sample), /*tp_basicsize*/ 0, /*tp_itemsize*/ - __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_sample, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ @@ -3118,24 +5024,24 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*reserved*/ #endif 0, /*tp_repr*/ - &__pyx_tp_as_number___pyx_scope_struct____iter__, /*tp_as_number*/ - &__pyx_tp_as_sequence___pyx_scope_struct____iter__, /*tp_as_sequence*/ - &__pyx_tp_as_mapping___pyx_scope_struct____iter__, /*tp_as_mapping*/ + &__pyx_tp_as_number___pyx_scope_struct_3_sample, /*tp_as_number*/ + &__pyx_tp_as_sequence___pyx_scope_struct_3_sample, /*tp_as_sequence*/ + &__pyx_tp_as_mapping___pyx_scope_struct_3_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____iter__, /*tp_as_buffer*/ + &__pyx_tp_as_buffer___pyx_scope_struct_3_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____iter__, /*tp_traverse*/ - __pyx_tp_clear_5_cdec___pyx_scope_struct____iter__, /*tp_clear*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_sample, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_3_sample, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ - __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ + __pyx_methods_5_cdec___pyx_scope_struct_3_sample, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ @@ -3145,7 +5051,7 @@ static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ - __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_3_sample, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ @@ -3192,9 +5098,11 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s__decode, __pyx_k__decode, sizeof(__pyx_k__decode), 0, 0, 1, 1}, {&__pyx_n_s__decoder, __pyx_k__decoder, sizeof(__pyx_k__decoder), 0, 0, 1, 1}, {&__pyx_n_s__encode, __pyx_k__encode, sizeof(__pyx_k__encode), 0, 0, 1, 1}, + {&__pyx_n_s__eval, __pyx_k__eval, sizeof(__pyx_k__eval), 0, 0, 1, 1}, {&__pyx_n_s__fromconfig, __pyx_k__fromconfig, sizeof(__pyx_k__fromconfig), 0, 0, 1, 1}, {&__pyx_n_s__grammar, __pyx_k__grammar, sizeof(__pyx_k__grammar), 0, 0, 1, 1}, {&__pyx_n_s__open, __pyx_k__open, sizeof(__pyx_k__open), 0, 0, 1, 1}, + {&__pyx_n_s__plf_tuple, __pyx_k__plf_tuple, sizeof(__pyx_k__plf_tuple), 0, 0, 1, 1}, {&__pyx_n_s__range, __pyx_k__range, sizeof(__pyx_k__range), 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}, @@ -3204,10 +5112,11 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {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 = 9; __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[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_range = __Pyx_GetName(__pyx_b, __pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __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 = 55; __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 = 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[0]; __pyx_lineno = 25; __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[0]; __pyx_lineno = 35; __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 = 58; __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[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; __pyx_L1_error:; return -1; @@ -3217,42 +5126,42 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants"); - /* "_cdec.pyx":58 + /* "_cdec.pyx":61 * for line in fp: * line = line.strip() * if not line or line.startswith('#'): continue # <<<<<<<<<<<<<< * param, value = line.split('=') * config[param.strip()] = value.strip() */ - __pyx_k_tuple_2 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_2 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_2)); __Pyx_INCREF(((PyObject *)__pyx_kp_s_1)); PyTuple_SET_ITEM(__pyx_k_tuple_2, 0, ((PyObject *)__pyx_kp_s_1)); __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_1)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_2)); - /* "_cdec.pyx":59 + /* "_cdec.pyx":62 * line = line.strip() * if not line or line.startswith('#'): continue * param, value = line.split('=') # <<<<<<<<<<<<<< * config[param.strip()] = value.strip() * return cls(**config) */ - __pyx_k_tuple_4 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_k_tuple_4 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_4)); 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goto __pyx_L1_error;} + __pyx_k_tuple_8 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_8)); __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); PyTuple_SET_ITEM(__pyx_k_tuple_8, 0, ((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_8)); + + /* "_cdec.pyx":105 + * assert (self.hg != NULL) + * cdef str tree = hypergraph.ViterbiETree(self.hg[0]).c_str() + * return tree.decode('utf8') # <<<<<<<<<<<<<< + * + * def kbest(self, size): + */ + __pyx_k_tuple_9 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_9)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_k_tuple_9, 0, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_9)); + + /* "_cdec.pyx":117 + * if not derivation: break + * tree = GetString(derivation._yield).c_str() + * yield tree.decode('utf8') # <<<<<<<<<<<<<< + * del derivations + * + */ + __pyx_k_tuple_10 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_10)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_k_tuple_10, 0, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_10)); + + /* "_cdec.pyx":130 + * if not derivation: break + * sentence = GetString(derivation._yield).c_str() + * yield sentence.decode('utf8') # <<<<<<<<<<<<<< + * del derivations + * + */ + __pyx_k_tuple_11 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_11)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_k_tuple_11, 0, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_11)); + + /* "_cdec.pyx":147 + * for k in range(hypos.size()): + * sentence = GetString(hypos[0][k].words).c_str() + * yield sentence.decode('utf8') # <<<<<<<<<<<<<< + * del hypos + * + */ + __pyx_k_tuple_12 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_12)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_12)); + __Pyx_INCREF(((PyObject *)__pyx_n_s__utf8)); + PyTuple_SET_ITEM(__pyx_k_tuple_12, 0, ((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_n_s__utf8)); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_12)); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -3387,27 +5352,39 @@ PyMODINIT_FUNC PyInit__cdec(void) /*--- Variable export code ---*/ /*--- Function export code ---*/ /*--- Type init code ---*/ - if (PyType_Ready(&__pyx_type_5_cdec_Weights) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Weights", (PyObject *)&__pyx_type_5_cdec_Weights) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Weights) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Weights", (PyObject *)&__pyx_type_5_cdec_Weights) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Weights = &__pyx_type_5_cdec_Weights; - if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 35; __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 = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __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 = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Decoder = &__pyx_type_5_cdec_Decoder; - if (PyType_Ready(&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Hypergraph", (PyObject *)&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Hypergraph", (PyObject *)&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec_Hypergraph = &__pyx_type_5_cdec_Hypergraph; - if (PyType_Ready(&__pyx_Generator_type) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Lattice", (PyObject *)&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Lattice = &__pyx_type_5_cdec_Lattice; + if (PyType_Ready(&__pyx_Generator_type) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_Generator = &__pyx_Generator_type; __pyx_type_5_cdec___pyx_scope_struct____iter__.tp_base = __pyx_ptype_5_cdec___pyx_Generator; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5_cdec___pyx_scope_struct____iter__ = &__pyx_type_5_cdec___pyx_scope_struct____iter__; + __pyx_type_5_cdec___pyx_scope_struct_1_kbest.tp_base = __pyx_ptype_5_cdec___pyx_Generator; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1_kbest) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_1_kbest = &__pyx_type_5_cdec___pyx_scope_struct_1_kbest; + __pyx_type_5_cdec___pyx_scope_struct_2_kbest_tree.tp_base = __pyx_ptype_5_cdec___pyx_Generator; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_2_kbest_tree) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_2_kbest_tree = &__pyx_type_5_cdec___pyx_scope_struct_2_kbest_tree; + __pyx_type_5_cdec___pyx_scope_struct_3_sample.tp_base = __pyx_ptype_5_cdec___pyx_Generator; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_sample) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_3_sample = &__pyx_type_5_cdec___pyx_scope_struct_3_sample; /*--- Type import code ---*/ /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ - /* "_cdec.pyx":7 - * cimport decoder + /* "_cdec.pyx":10 + * cimport kbest as kb * * SetSilent(True) # <<<<<<<<<<<<<< * @@ -3415,47 +5392,47 @@ PyMODINIT_FUNC PyInit__cdec(void) */ SetSilent(1); - /* "_cdec.pyx":9 + /* "_cdec.pyx":12 * SetSilent(True) * * class ParseFailed(Exception): # <<<<<<<<<<<<<< * pass * */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __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_GOTREF(((PyObject *)__pyx_t_1)); - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __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 = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__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 = 9; __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 = 12; __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 = 9; __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 = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; - /* "_cdec.pyx":53 + /* "_cdec.pyx":56 * * @classmethod * def fromconfig(cls, ini): # <<<<<<<<<<<<<< * cdef dict config = {} * with open(ini) as fp: */ - __pyx_t_1 = __Pyx_GetName((PyObject *)__pyx_ptype_5_cdec_Decoder, __pyx_n_s__fromconfig); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_GetName((PyObject *)__pyx_ptype_5_cdec_Decoder, __pyx_n_s__fromconfig); 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_t_3 = __Pyx_Method_ClassMethod(__pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_Method_ClassMethod(__pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (PyDict_SetItem((PyObject *)__pyx_ptype_5_cdec_Decoder->tp_dict, __pyx_n_s__fromconfig, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem((PyObject *)__pyx_ptype_5_cdec_Decoder->tp_dict, __pyx_n_s__fromconfig, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; PyType_Modified(__pyx_ptype_5_cdec_Decoder); /* "_cdec.pyx":1 * from libcpp.string cimport string # <<<<<<<<<<<<<< * from libcpp.vector cimport vector - * from utils cimport * + * from cython.operator cimport dereference as deref */ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx index b99f087d..45320c46 100644 --- a/python/src/_cdec.pyx +++ b/python/src/_cdec.pyx @@ -1,8 +1,11 @@ from libcpp.string cimport string from libcpp.vector cimport vector +from cython.operator cimport dereference as deref from utils cimport * cimport hypergraph cimport decoder +cimport lattice +cimport kbest as kb SetSilent(True) @@ -16,13 +19,13 @@ cdef class Weights: self.weights = &decoder.dec.CurrentWeightVector() def __getitem__(self, char* fname): - cdef unsigned fid = Convert(fname) + cdef unsigned fid = FDConvert(fname) if fid <= self.weights.size(): return self.weights[0][fid] raise KeyError(fname) def __setitem__(self, char* fname, float value): - cdef unsigned fid = Convert(fname) + cdef unsigned fid = FDConvert(fname) if self.weights.size() <= fid: self.weights.resize(fid + 1) self.weights[0][fid] = value @@ -30,7 +33,7 @@ cdef class Weights: def __iter__(self): cdef unsigned fid for fid in range(1, self.weights.size()): - yield Convert(fid).c_str(), self.weights[0][fid] + yield FDConvert(fid).c_str(), self.weights[0][fid] cdef class Decoder: cdef decoder.Decoder* dec @@ -66,6 +69,7 @@ cdef class Decoder: fname, value = line.split() self.weights[fname.strip()] = float(value) + # TODO: list, lattice translation def translate(self, unicode sentence, grammar=None): if grammar: self.dec.SetSentenceGrammarFromString(string( grammar)) @@ -81,6 +85,12 @@ cdef class Decoder: cdef class Hypergraph: cdef hypergraph.Hypergraph* hg + cdef MT19937* rng + + def __dealloc__(self): + del self.hg + if self.rng != NULL: + del self.rng def viterbi(self): assert (self.hg != NULL) @@ -89,6 +99,77 @@ cdef class Hypergraph: cdef str sentence = GetString(trans).c_str() return sentence.decode('utf8') + def viterbi_tree(self): + assert (self.hg != NULL) + cdef str tree = hypergraph.ViterbiETree(self.hg[0]).c_str() + return tree.decode('utf8') + + def kbest(self, size): + assert (self.hg != NULL) + 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 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 + + def kbest_tree(self, size): + assert (self.hg != NULL) + 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 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 + + def intersect(self, Lattice lat): + assert (self.hg != NULL) + hypergraph.Intersect(lat.lattice[0], self.hg) + + def sample(self, unsigned n): + assert (self.hg != NULL) + cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() + if self.rng == NULL: + self.rng = new MT19937() + hypergraph.sample_hypotheses(self.hg[0], n, self.rng, hypos) + cdef str sentence + cdef unsigned k + for k in range(hypos.size()): + sentence = GetString(hypos[0][k].words).c_str() + yield sentence.decode('utf8') + del hypos + + # TODO: get feature expectations, get partition function ("inside" score) + # TODO: reweight the forest with different weights (Hypergraph::Reweight) + # TODO: inside-outside pruning + +cdef class Lattice: + cdef lattice.Lattice* lattice + + def __init__(self, tuple plf_tuple): + self.lattice = new lattice.Lattice() + cdef bytes plf = str(plf_tuple) + hypergraph.PLFtoLattice(string(plf), self.lattice) + + def __str__(self): + return hypergraph.AsPLF(self.lattice[0]).c_str() + + def __iter__(self): + return iter(eval(str(self))) + + def __dealloc__(self): + del self.lattice + +# TODO: wrap SparseVector + """ def params_str(params): return '\n'.join('%s=%s' % (param, value) for param, value in params.iteritems()) diff --git a/python/src/hypergraph.pxd b/python/src/hypergraph.pxd index 05977fa8..4aef6955 100644 --- a/python/src/hypergraph.pxd +++ b/python/src/hypergraph.pxd @@ -1,10 +1,41 @@ from libcpp.string cimport string from libcpp.vector cimport vector -from utils cimport WordID +from utils cimport * +cimport lattice cdef extern from "decoder/hg.h": cdef cppclass Hypergraph: + cppclass Node: + int id_ + WordID cat_ + WordID NT() + #EdgesVector in_edges_ + #EdgesVector out_edges_ Hypergraph(Hypergraph) + vector[Node] nodes_ cdef extern from "decoder/viterbi.h": - cdef string ViterbiESentence(Hypergraph hg, vector[WordID]* trans) + cdef prob_t ViterbiESentence(Hypergraph hg, vector[WordID]* trans) + cdef string ViterbiETree(Hypergraph hg) + +cdef extern from "decoder/hg_io.h" namespace "HypergraphIO": + bint ReadFromJSON(istream* inp, Hypergraph* out) + bint WriteToJSON(Hypergraph hg, bint remove_rules, ostream* out) + + #void WriteAsCFG(Hypergraph hg) + #void WriteTarget(string base, unsigned sent_id, Hypergraph hg) + + void ReadFromPLF(string inp, Hypergraph* out, int line=*) + string AsPLF(Hypergraph hg, bint include_global_parentheses=*) + string AsPLF(lattice.Lattice lat, bint include_global_parentheses=*) + void PLFtoLattice(string plf, lattice.Lattice* pl) + +cdef extern from "decoder/hg_intersect.h" namespace "HG": + bint Intersect(lattice.Lattice target, Hypergraph* hg) + +cdef extern from "decoder/hg_sampler.h" namespace "HypergraphSampler": + cdef cppclass Hypothesis: + vector[WordID] words + SparseVector[double] fmap + prob_t model_score + void sample_hypotheses(Hypergraph hg, unsigned n, MT19937* rng, vector[Hypothesis]* hypos) diff --git a/python/src/kbest.pxd b/python/src/kbest.pxd new file mode 100644 index 00000000..e339714a --- /dev/null +++ b/python/src/kbest.pxd @@ -0,0 +1,16 @@ +from libcpp.vector cimport vector +from utils cimport WordID +cimport hypergraph + +cdef extern from "decoder/viterbi.h": + cdef cppclass ESentenceTraversal: + pass + cdef cppclass ETreeTraversal: + pass + +cdef extern from "decoder/kbest.h" namespace "KBest": + cdef cppclass KBestDerivations[T, Traversal]: + cppclass Derivation: + T _yield "yield" + KBestDerivations(hypergraph.Hypergraph hg, unsigned k) + Derivation* LazyKthBest(unsigned v, unsigned k) diff --git a/python/src/lattice.pxd b/python/src/lattice.pxd new file mode 100644 index 00000000..bdfaba80 --- /dev/null +++ b/python/src/lattice.pxd @@ -0,0 +1,16 @@ +from libcpp.vector cimport vector +from utils cimport WordID + +cdef extern from "decoder/lattice.h": + cdef cppclass LatticeArc: + WordID label + double cost + int dist2next + LatticeArc() + LatticeArc(WordID w, double c, int i) + + cdef cppclass Lattice: # (vector[vector[LatticeArc]]) + Lattice() + Lattice(unsigned t) + Lattice(unsigned t, vector[LatticeArc] v) + bint IsSentence() diff --git a/python/src/utils.pxd b/python/src/utils.pxd index ae38948e..786cd265 100644 --- a/python/src/utils.pxd +++ b/python/src/utils.pxd @@ -4,20 +4,29 @@ from libcpp.vector cimport vector cdef extern from "" namespace "std": cdef cppclass istream: pass + cdef cppclass ostream: + pass cdef cppclass istringstream(istream): istringstream(char*) -cdef extern from "utils/filelib.h": - cdef cppclass ReadFile: - ReadFile(string) - istream* stream() - cdef extern from "utils/weights.h": ctypedef double weight_t +cdef extern from "utils/logval.h": + cdef cppclass LogVal[T]: + pass + +cdef extern from "utils/prob.h": + cdef cppclass prob_t: + pass + cdef extern from "utils/wordid.h": ctypedef int WordID +cdef extern from "utils/sparse_vector.h": + cdef cppclass SparseVector[T]: + pass + cdef extern from "utils/tdict.cc" namespace "TD": cdef string GetString(vector[WordID] st) @@ -25,5 +34,20 @@ cdef extern from "utils/verbose.h": cdef void SetSilent(bint) cdef extern from "utils/fdict.h" namespace "FD": - WordID Convert(char*) - string& Convert(WordID) + WordID FDConvert "FD::Convert" (char*) + string& FDConvert "FD::Convert" (WordID) + +cdef extern from "utils/filelib.h": + cdef cppclass ReadFile: + ReadFile(string) + istream* stream() + +cdef extern from "utils/sampler.h": + cdef cppclass MT19937: + pass + +""" +cdef extern from "" namespace "boost": + cdef cppclass shared_ptr[T]: + void reset(T*) +""" diff --git a/python/test.py b/python/test.py index df5ce64d..1542dd4f 100644 --- a/python/test.py +++ b/python/test.py @@ -6,12 +6,44 @@ config = 'formalism=scfg' weights = '../tests/system_tests/australia/weights' grammar_file = '../tests/system_tests/australia/australia.scfg.gz' +# Load decoder width configuration decoder = cdec.Decoder(config) +# Read weights decoder.read_weights(weights) + print dict(decoder.weights) + +# Read grammar with gzip.open(grammar_file) as f: grammar = f.read() + +# Input sentence sentence = u'澳洲 是 与 北韩 有 邦交 的 少数 国家 之一 。' print 'Input:', sentence + +# Decode forest = decoder.translate(sentence, grammar=grammar) -print 'Output:', forest.viterbi().encode('utf8') + +# Get viterbi translation +print 'Output[0]:', forest.viterbi().encode('utf8') +print ' Tree[0]:', forest.viterbi_tree().encode('utf8') + +# Get k-best translations +for i, (sentence, tree) in enumerate(zip(forest.kbest(5), forest.kbest_tree(5)), 1): + print 'Output[%d]:' % i, sentence.encode('utf8') + print ' Tree[%d]:' % i, tree.encode('utf8') + +# Sample translations from the forest +for sentence in forest.sample(5): + print 'Sample:', sentence.encode('utf8') + +# Reference lattice +lattice = ((('australia',0,1),),(('is',0,1),),(('one',0,1),),(('of',0,1),),(('the',0,4),('a',0,4),('a',0,1),('the',0,1),),(('small',0,1),('tiny',0,1),('miniscule',0,1),('handful',0,2),),(('number',0,1),('group',0,1),),(('of',0,2),),(('few',0,1),),(('countries',0,1),),(('that',0,1),),(('has',0,1),('have',0,1),),(('diplomatic',0,1),),(('relations',0,1),),(('with',0,1),),(('north',0,1),),(('korea',0,1),),(('.',0,1),),) + +lat = cdec.Lattice(lattice) +assert (lattice == tuple(lat)) + +# Intersect forest and lattice +forest.intersect(lat) +# Get best synchronous parse +print forest.viterbi_tree() -- cgit v1.2.3