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authorVictor Chahuneau <vchahune@cs.cmu.edu>2012-07-23 19:59:44 -0400
committerVictor Chahuneau <vchahune@cs.cmu.edu>2012-07-23 19:59:44 -0400
commiteeef93717fed2901f6fcd2e3fd11118e0e309af7 (patch)
treeb430beb08700419ead3dc63ceb45f24edb2d38ec /python
parent06f90d83a1feafad301d365a4a437e44f68be45b (diff)
[python] Evaluation metrics in Python
Diffstat (limited to 'python')
-rw-r--r--python/cdec/__init__.py2
-rw-r--r--python/cdec/score.py2
-rw-r--r--python/src/_cdec.cpp1575
-rw-r--r--python/src/decoder.pxd2
-rw-r--r--python/src/grammar.pxd1
-rw-r--r--python/src/mteval.pxd13
-rw-r--r--python/src/mteval.pxi59
-rw-r--r--python/src/observer.h1
-rw-r--r--python/src/py_scorer.h44
9 files changed, 1405 insertions, 294 deletions
diff --git a/python/cdec/__init__.py b/python/cdec/__init__.py
index 89c323ba..19058493 100644
--- a/python/cdec/__init__.py
+++ b/python/cdec/__init__.py
@@ -1 +1 @@
-from _cdec import Decoder, Lattice, TRule, NT, NTRef
+from _cdec import Decoder, Lattice, TRule, NT, NTRef, ParseFailed, InvalidConfig
diff --git a/python/cdec/score.py b/python/cdec/score.py
index c107446f..d9486ef2 100644
--- a/python/cdec/score.py
+++ b/python/cdec/score.py
@@ -1 +1 @@
-from _cdec import BLEU, TER
+from _cdec import BLEU, TER, Metric
diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp
index 3c95ca50..6d704b1d 100644
--- a/python/src/_cdec.cpp
+++ b/python/src/_cdec.cpp
@@ -1,4 +1,4 @@
-/* Generated by Cython 0.16 on Fri Jul 20 18:16:48 2012 */
+/* Generated by Cython 0.16 on Mon Jul 23 19:56:55 2012 */
#define PY_SSIZE_T_CLEAN
#include "Python.h"
@@ -301,6 +301,7 @@
#include "observer.h"
#include "decoder/kbest.h"
#include "mteval/ns.h"
+#include "py_scorer.h"
#include "training/candidate_set.h"
#ifdef _OPENMP
#include <omp.h>
@@ -423,6 +424,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__;
struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__;
struct __pyx_obj_5_cdec_DenseVector;
struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__;
+struct __pyx_obj_5_cdec_Metric;
struct __pyx_obj_5_cdec_SufficientStats;
struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest;
struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features;
@@ -450,16 +452,17 @@ struct __pyx_opt_args_5_cdec_as_str {
PyObject *error_msg;
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":112
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":117
* return CandidateSet(self)
*
* cdef class Scorer: # <<<<<<<<<<<<<<
* cdef string* name
- *
+ * cdef mteval.EvaluationMetric* metric
*/
struct __pyx_obj_5_cdec_Scorer {
PyObject_HEAD
std::string *name;
+ EvaluationMetric *metric;
};
@@ -561,7 +564,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase {
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":60
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65
* return result
*
* cdef class CandidateSet: # <<<<<<<<<<<<<<
@@ -634,7 +637,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr {
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":93
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":98
* self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get())
*
* cdef class SegmentEvaluator: # <<<<<<<<<<<<<<
@@ -653,7 +656,7 @@ struct __pyx_obj_5_cdec_SegmentEvaluator {
*
* def __iter__(self): # <<<<<<<<<<<<<<
* for i in range(len(self)):
- * yield self.stats[0][i]
+ * yield self[i]
*/
struct __pyx_obj_5_cdec___pyx_scope_struct_20___iter__ {
PyObject_HEAD
@@ -850,7 +853,7 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_12___get__ {
};
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90
* return candidate
*
* def __iter__(self): # <<<<<<<<<<<<<<
@@ -898,6 +901,19 @@ struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ {
};
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":173
+ * out.fields[i] = ss[i]
+ *
+ * cdef class Metric: # <<<<<<<<<<<<<<
+ * cdef Scorer scorer
+ * def __cinit__(self):
+ */
+struct __pyx_obj_5_cdec_Metric {
+ PyObject_HEAD
+ struct __pyx_obj_5_cdec_Scorer *scorer;
+};
+
+
/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":26
* return fmap
*
@@ -1330,6 +1346,8 @@ static CYTHON_INLINE PyObject* __Pyx_PyBoolOrNull_FromLong(long b) {
#define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL);
static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject *, PyObject *); /*proto*/
+static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/
+
static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */
#define __Pyx_PyObject_AsDouble(obj) \
((likely(PyFloat_CheckExact(obj))) ? \
@@ -1523,6 +1541,7 @@ static PyTypeObject *__pyx_ptype_5_cdec_SufficientStats = 0;
static PyTypeObject *__pyx_ptype_5_cdec_CandidateSet = 0;
static PyTypeObject *__pyx_ptype_5_cdec_SegmentEvaluator = 0;
static PyTypeObject *__pyx_ptype_5_cdec_Scorer = 0;
+static PyTypeObject *__pyx_ptype_5_cdec_Metric = 0;
static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0;
static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0;
static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = 0;
@@ -1551,6 +1570,8 @@ static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_23___cinit__ = 0;
static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_24_genexpr = 0;
static char *__pyx_f_5_cdec_as_str(PyObject *, struct __pyx_opt_args_5_cdec_as_str *__pyx_optional_args); /*proto*/
static struct __pyx_obj_5_cdec_SufficientStats *__pyx_f_5_cdec_as_stats(PyObject *, PyObject *); /*proto*/
+static float __pyx_f_5_cdec__compute_score(void *, SufficientStats *); /*proto*/
+static void __pyx_f_5_cdec__compute_sufficient_stats(void *, std::string *, std::vector<std::string> *, SufficientStats *); /*proto*/
#define __Pyx_MODULE_NAME "_cdec"
int __pyx_module_is_main__cdec = 0;
@@ -1676,8 +1697,9 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_5score___get__(struct __pyx_o
static PyObject *__pyx_pf_5_cdec_15SufficientStats_6detail___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */
-static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other); /* proto */
-static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */
+static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__getitem__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, int __pyx_v_index); /* proto */
+static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other); /* proto */
+static PyObject *__pyx_pf_5_cdec_15SufficientStats_11__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */
static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_evaluator); /* proto */
static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_pf_5_cdec_12CandidateSet_4__len__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */
@@ -1687,10 +1709,14 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_c
static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, PyObject *__pyx_v_sentence); /* proto */
static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */
-static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, char *__pyx_v_name); /* proto */
+static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_name); /* proto */
static void __pyx_pf_5_cdec_6Scorer_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5_cdec_6Scorer_4__call__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */
static PyObject *__pyx_pf_5_cdec_6Scorer_6__str__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self); /* proto */
+static int __pyx_pf_5_cdec_6Metric___cinit__(struct __pyx_obj_5_cdec_Metric *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_5_cdec_6Metric_2__call__(struct __pyx_obj_5_cdec_Metric *__pyx_v_self, PyObject *__pyx_v_refs); /* proto */
+static PyObject *__pyx_pf_5_cdec_6Metric_4score(CYTHON_UNUSED struct __pyx_obj_5_cdec_Metric *__pyx_v_stats); /* proto */
+static PyObject *__pyx_pf_5_cdec_6Metric_6evaluate(CYTHON_UNUSED struct __pyx_obj_5_cdec_Metric *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_hyp, CYTHON_UNUSED PyObject *__pyx_v_refs); /* proto */
static PyObject *__pyx_pf_5_cdec_2_make_config(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_config); /* proto */
static PyObject *__pyx_pf_5_cdec_7Decoder_9__cinit___genexpr(PyObject *__pyx_self); /* proto */
static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_config_str, PyObject *__pyx_v_config); /* proto */
@@ -1726,15 +1752,16 @@ static char __pyx_k_27[] = "digraph lattice {";
static char __pyx_k_35[] = "}";
static char __pyx_k_38[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi";
static char __pyx_k_39[] = "\n";
-static char __pyx_k_41[] = "candidate set index out of range";
-static char __pyx_k_43[] = "%s %s";
-static char __pyx_k_44[] = "%s = %s";
-static char __pyx_k_46[] = "formalism \"%s\" unknown";
-static char __pyx_k_47[] = "cannot initialize weights with %s";
-static char __pyx_k_48[] = "#";
-static char __pyx_k_51[] = "Cannot translate input type %s";
-static char __pyx_k_54[] = "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi";
-static char __pyx_k_59[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx";
+static char __pyx_k_41[] = "sufficient stats vector index out of range";
+static char __pyx_k_43[] = "candidate set index out of range";
+static char __pyx_k_45[] = "%s %s";
+static char __pyx_k_46[] = "%s = %s";
+static char __pyx_k_48[] = "formalism \"%s\" unknown";
+static char __pyx_k_49[] = "cannot initialize weights with %s";
+static char __pyx_k_50[] = "#";
+static char __pyx_k_53[] = "Cannot translate input type %s";
+static char __pyx_k_56[] = "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi";
+static char __pyx_k_61[] = "/Users/vchahun/Sandbox/cdec/python/src/_cdec.pyx";
static char __pyx_k__a[] = "a";
static char __pyx_k__e[] = "e";
static char __pyx_k__f[] = "f";
@@ -1746,6 +1773,7 @@ static char __pyx_k__cat[] = "cat";
static char __pyx_k__dot[] = "dot";
static char __pyx_k__fst[] = "fst";
static char __pyx_k__get[] = "get";
+static char __pyx_k__hyp[] = "hyp";
static char __pyx_k__inp[] = "inp";
static char __pyx_k__key[] = "key";
static char __pyx_k__lhs[] = "lhs";
@@ -1769,6 +1797,7 @@ static char __pyx_k__label[] = "label";
static char __pyx_k__lines[] = "lines";
static char __pyx_k__range[] = "range";
static char __pyx_k__rules[] = "rules";
+static char __pyx_k__score[] = "score";
static char __pyx_k__split[] = "split";
static char __pyx_k__strip[] = "strip";
static char __pyx_k__value[] = "value";
@@ -1788,14 +1817,17 @@ static char __pyx_k__IBM_BLEU[] = "IBM_BLEU";
static char __pyx_k__KeyError[] = "KeyError";
static char __pyx_k____exit__[] = "__exit__";
static char __pyx_k____main__[] = "__main__";
+static char __pyx_k____name__[] = "__name__";
static char __pyx_k____test__[] = "__test__";
static char __pyx_k__encoding[] = "encoding";
+static char __pyx_k__evaluate[] = "evaluate";
static char __pyx_k__in_edges[] = "in_edges";
static char __pyx_k__lexalign[] = "lexalign";
static char __pyx_k__lextrans[] = "lextrans";
static char __pyx_k__sentence[] = "sentence";
static char __pyx_k__Exception[] = "Exception";
static char __pyx_k__TypeError[] = "TypeError";
+static char __pyx_k____class__[] = "__class__";
static char __pyx_k____enter__[] = "__enter__";
static char __pyx_k__enumerate[] = "enumerate";
static char __pyx_k__evaluator[] = "evaluator";
@@ -1835,13 +1867,14 @@ static PyObject *__pyx_kp_s_39;
static PyObject *__pyx_kp_s_4;
static PyObject *__pyx_kp_s_41;
static PyObject *__pyx_kp_s_43;
-static PyObject *__pyx_kp_s_44;
+static PyObject *__pyx_kp_s_45;
static PyObject *__pyx_kp_s_46;
-static PyObject *__pyx_kp_s_47;
static PyObject *__pyx_kp_s_48;
-static PyObject *__pyx_kp_s_51;
-static PyObject *__pyx_kp_s_54;
-static PyObject *__pyx_kp_s_59;
+static PyObject *__pyx_kp_s_49;
+static PyObject *__pyx_kp_s_50;
+static PyObject *__pyx_kp_s_53;
+static PyObject *__pyx_kp_s_56;
+static PyObject *__pyx_kp_s_61;
static PyObject *__pyx_kp_s_7;
static PyObject *__pyx_kp_s_8;
static PyObject *__pyx_kp_s_9;
@@ -1856,9 +1889,11 @@ static PyObject *__pyx_n_s__ParseFailed;
static PyObject *__pyx_n_s__TER;
static PyObject *__pyx_n_s__TypeError;
static PyObject *__pyx_n_s__ValueError;
+static PyObject *__pyx_n_s____class__;
static PyObject *__pyx_n_s____enter__;
static PyObject *__pyx_n_s____exit__;
static PyObject *__pyx_n_s____main__;
+static PyObject *__pyx_n_s____name__;
static PyObject *__pyx_n_s____test__;
static PyObject *__pyx_n_s___cdec;
static PyObject *__pyx_n_s___make_config;
@@ -1877,6 +1912,7 @@ static PyObject *__pyx_n_s__encode;
static PyObject *__pyx_n_s__encoding;
static PyObject *__pyx_n_s__enumerate;
static PyObject *__pyx_n_s__eval;
+static PyObject *__pyx_n_s__evaluate;
static PyObject *__pyx_n_s__evaluator;
static PyObject *__pyx_n_s__f;
static PyObject *__pyx_n_s__formalism;
@@ -1884,6 +1920,7 @@ static PyObject *__pyx_n_s__fst;
static PyObject *__pyx_n_s__genexpr;
static PyObject *__pyx_n_s__get;
static PyObject *__pyx_n_s__grammar;
+static PyObject *__pyx_n_s__hyp;
static PyObject *__pyx_n_s__hypergraph;
static PyObject *__pyx_n_s__i;
static PyObject *__pyx_n_s__in_edges;
@@ -1909,6 +1946,7 @@ static PyObject *__pyx_n_s__refs;
static PyObject *__pyx_n_s__replace;
static PyObject *__pyx_n_s__rules;
static PyObject *__pyx_n_s__scfg;
+static PyObject *__pyx_n_s__score;
static PyObject *__pyx_n_s__scores;
static PyObject *__pyx_n_s__self;
static PyObject *__pyx_n_s__sentence;
@@ -1936,16 +1974,17 @@ static PyObject *__pyx_k_tuple_33;
static PyObject *__pyx_k_tuple_36;
static PyObject *__pyx_k_tuple_40;
static PyObject *__pyx_k_tuple_42;
-static PyObject *__pyx_k_tuple_45;
-static PyObject *__pyx_k_tuple_49;
-static PyObject *__pyx_k_tuple_50;
+static PyObject *__pyx_k_tuple_44;
+static PyObject *__pyx_k_tuple_47;
+static PyObject *__pyx_k_tuple_51;
static PyObject *__pyx_k_tuple_52;
-static PyObject *__pyx_k_tuple_55;
-static PyObject *__pyx_k_tuple_56;
+static PyObject *__pyx_k_tuple_54;
static PyObject *__pyx_k_tuple_57;
+static PyObject *__pyx_k_tuple_58;
+static PyObject *__pyx_k_tuple_59;
static PyObject *__pyx_k_codeobj_37;
-static PyObject *__pyx_k_codeobj_53;
-static PyObject *__pyx_k_codeobj_58;
+static PyObject *__pyx_k_codeobj_55;
+static PyObject *__pyx_k_codeobj_60;
/* "_cdec.pyx":6
* cimport decoder
@@ -7390,7 +7429,7 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG
* for trule in rules:
* if not isinstance(trule, BaseTRule): # <<<<<<<<<<<<<<
* raise ValueError('the grammar should contain TRule objects')
- * _g.AddRule((<TRule> trule).rule[0])
+ * _g.AddRule((<BaseTRule> trule).rule[0])
*/
__pyx_t_4 = ((PyObject *)((PyObject*)__pyx_ptype_5_cdec_BaseTRule));
__Pyx_INCREF(__pyx_t_4);
@@ -7403,7 +7442,7 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG
* for trule in rules:
* if not isinstance(trule, BaseTRule):
* raise ValueError('the grammar should contain TRule objects') # <<<<<<<<<<<<<<
- * _g.AddRule((<TRule> trule).rule[0])
+ * _g.AddRule((<BaseTRule> trule).rule[0])
*/
__pyx_t_4 = PyObject_Call(__pyx_builtin_ValueError, ((PyObject *)__pyx_k_tuple_14), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_4);
@@ -7417,9 +7456,9 @@ static int __pyx_pf_5_cdec_11TextGrammar___cinit__(struct __pyx_obj_5_cdec_TextG
/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":176
* if not isinstance(trule, BaseTRule):
* raise ValueError('the grammar should contain TRule objects')
- * _g.AddRule((<TRule> trule).rule[0]) # <<<<<<<<<<<<<<
+ * _g.AddRule((<BaseTRule> trule).rule[0]) # <<<<<<<<<<<<<<
*/
- __pyx_v__g->AddRule((((struct __pyx_obj_5_cdec_TRule *)__pyx_v_trule)->__pyx_base.rule[0]));
+ __pyx_v__g->AddRule((((struct __pyx_obj_5_cdec_BaseTRule *)__pyx_v_trule)->rule[0]));
}
__Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
@@ -13071,7 +13110,7 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_5__iter__(PyObject *__pyx_v_s
*
* def __iter__(self): # <<<<<<<<<<<<<<
* for i in range(len(self)):
- * yield self.stats[0][i]
+ * yield self[i]
*/
static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self) {
@@ -13118,7 +13157,6 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator14(__pyx_GeneratorO
PyObject *__pyx_t_2 = NULL;
PyObject *__pyx_t_3 = NULL;
PyObject *(*__pyx_t_4)(PyObject *);
- unsigned int __pyx_t_5;
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("None", 0);
switch (__pyx_generator->resume_label) {
@@ -13135,7 +13173,7 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator14(__pyx_GeneratorO
*
* def __iter__(self):
* for i in range(len(self)): # <<<<<<<<<<<<<<
- * yield self.stats[0][i]
+ * yield self[i]
*
*/
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/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":46
* def __iter__(self):
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*
- * def __iadd__(SufficientStats self, SufficientStats other):
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*/
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@@ -13226,13 +13263,111 @@ static PyObject *__pyx_gb_5_cdec_15SufficientStats_6generator14(__pyx_GeneratorO
}
/* Python wrapper */
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-static PyObject *__pyx_pw_5_cdec_15SufficientStats_8__iadd__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {
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+
+static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__getitem__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, int __pyx_v_index) {
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+ __Pyx_RefNannyDeclarations
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+ Py_ssize_t __pyx_t_2;
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+ const char *__pyx_filename = NULL;
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+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
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+ __Pyx_RefNannyFinishContext();
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+static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__iadd__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {
PyObject *__pyx_r = 0;
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__iadd__ (wrapper)", 0);
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- __pyx_r = __pyx_pf_5_cdec_15SufficientStats_7__iadd__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_other));
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_5_cdec_SufficientStats, 1, "other", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_5_cdec_15SufficientStats_9__iadd__(((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_self), ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_v_other));
goto __pyx_L0;
__pyx_L1_error:;
__pyx_r = NULL;
@@ -13241,20 +13376,20 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_8__iadd__(PyObject *__pyx_v_s
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":48
- * yield self.stats[0][i]
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":53
+ * return self.stats[0][index]
*
* def __iadd__(SufficientStats self, SufficientStats other): # <<<<<<<<<<<<<<
* self.stats[0] += other.stats[0]
* return self
*/
-static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other) {
+static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__iadd__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self, struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_other) {
PyObject *__pyx_r = NULL;
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__iadd__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":49
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*
* def __iadd__(SufficientStats self, SufficientStats other):
* self.stats[0] += other.stats[0] # <<<<<<<<<<<<<<
@@ -13263,7 +13398,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_
*/
(__pyx_v_self->stats[0]) += (__pyx_v_other->stats[0]);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":50
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":55
* def __iadd__(SufficientStats self, SufficientStats other):
* self.stats[0] += other.stats[0]
* return self # <<<<<<<<<<<<<<
@@ -13283,17 +13418,17 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__iadd__(struct __pyx_obj_5_
}
/* Python wrapper */
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-static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) {
+static PyObject *__pyx_pw_5_cdec_15SufficientStats_12__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /*proto*/
+static PyObject *__pyx_pw_5_cdec_15SufficientStats_12__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) {
PyObject *__pyx_r = 0;
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__add__ (wrapper)", 0);
- __pyx_r = __pyx_pf_5_cdec_15SufficientStats_9__add__(((PyObject *)__pyx_v_x), ((PyObject *)__pyx_v_y));
+ __pyx_r = __pyx_pf_5_cdec_15SufficientStats_11__add__(((PyObject *)__pyx_v_x), ((PyObject *)__pyx_v_y));
__Pyx_RefNannyFinishContext();
return __pyx_r;
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-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":52
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* return self
*
* def __add__(x, y): # <<<<<<<<<<<<<<
@@ -13301,7 +13436,7 @@ static PyObject *__pyx_pw_5_cdec_15SufficientStats_10__add__(PyObject *__pyx_v_x
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*/
-static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) {
+static PyObject *__pyx_pf_5_cdec_15SufficientStats_11__add__(PyObject *__pyx_v_x, PyObject *__pyx_v_y) {
struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_sx = 0;
struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_sy = 0;
struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_result = 0;
@@ -13313,43 +13448,43 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x,
int __pyx_clineno = 0;
__Pyx_RefNannySetupContext("__add__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":53
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*
* def __add__(x, y):
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* cdef SufficientStats sy = as_stats(y, x)
* cdef SufficientStats result = SufficientStats()
*/
- __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_x, __pyx_v_y)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_x, __pyx_v_y)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
__pyx_v_sx = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1);
__pyx_t_1 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":54
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":59
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* result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0]))
*/
- __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_y, __pyx_v_x)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = ((PyObject *)__pyx_f_5_cdec_as_stats(__pyx_v_y, __pyx_v_x)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
__pyx_v_sy = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1);
__pyx_t_1 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":55
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":60
* cdef SufficientStats sx = as_stats(x, y)
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*/
- __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
__pyx_v_result = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1);
__pyx_t_1 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":56
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":61
* cdef SufficientStats sy = as_stats(y, x)
* cdef SufficientStats result = SufficientStats()
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@@ -13358,7 +13493,7 @@ static PyObject *__pyx_pf_5_cdec_15SufficientStats_9__add__(PyObject *__pyx_v_x,
*/
__pyx_v_result->stats = new SufficientStats(operator+((__pyx_v_sx->stats[0]), (__pyx_v_sy->stats[0])));
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":57
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":62
* cdef SufficientStats result = SufficientStats()
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*/
__pyx_v_result->metric = __pyx_v_sx->metric;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":58
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":63
* result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0]))
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@@ -13420,7 +13555,7 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO
else goto __pyx_L5_argtuple_error;
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if (unlikely(kw_args > 0)) {
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+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
}
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goto __pyx_L5_argtuple_error;
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goto __pyx_L4_argument_unpacking_done;
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- __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
__pyx_L3_error:;
__Pyx_AddTraceback("_cdec.CandidateSet.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
__Pyx_RefNannyFinishContext();
return -1;
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+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_evaluator), __pyx_ptype_5_cdec_SegmentEvaluator, 1, "evaluator", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_r = __pyx_pf_5_cdec_12CandidateSet___cinit__(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_evaluator);
goto __pyx_L0;
__pyx_L1_error:;
@@ -13447,7 +13582,7 @@ static int __pyx_pw_5_cdec_12CandidateSet_1__cinit__(PyObject *__pyx_v_self, PyO
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65
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- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":66
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- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":67
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":72
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@@ -13478,7 +13613,7 @@ static int __pyx_pf_5_cdec_12CandidateSet___cinit__(struct __pyx_obj_5_cdec_Cand
*/
__pyx_v_self->metric = __pyx_v_evaluator->metric;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":68
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":73
* self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0])
* self.metric = evaluator.metric
* self.cs = new mteval.CandidateSet() # <<<<<<<<<<<<<<
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__Pyx_RefNannyFinishContext();
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":70
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75
* self.cs = new mteval.CandidateSet()
*
* def __dealloc__(self): # <<<<<<<<<<<<<<
@@ -13513,7 +13648,7 @@ static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __p
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__dealloc__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":71
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":76
*
* def __dealloc__(self):
* del self.scorer # <<<<<<<<<<<<<<
@@ -13522,7 +13657,7 @@ static void __pyx_pf_5_cdec_12CandidateSet_2__dealloc__(CYTHON_UNUSED struct __p
*/
delete __pyx_v_self->scorer;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":72
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":77
* def __dealloc__(self):
* del self.scorer
* del self.cs # <<<<<<<<<<<<<<
@@ -13545,7 +13680,7 @@ static Py_ssize_t __pyx_pw_5_cdec_12CandidateSet_5__len__(PyObject *__pyx_v_self
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":74
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":79
* del self.cs
*
* def __len__(self): # <<<<<<<<<<<<<<
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__len__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":75
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80
*
* def __len__(self):
* return self.cs.size() # <<<<<<<<<<<<<<
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
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+ __pyx_v_k = __Pyx_PyInt_AsInt(__pyx_arg_k); if (unlikely((__pyx_v_k == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
}
goto __pyx_L4_argument_unpacking_done;
__pyx_L3_error:;
@@ -13595,7 +13730,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_7__getitem__(PyObject *__pyx_v_s
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":77
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82
* return self.cs.size()
*
* def __getitem__(self,int k): # <<<<<<<<<<<<<<
@@ -13615,7 +13750,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_
int __pyx_clineno = 0;
__Pyx_RefNannySetupContext("__getitem__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":78
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":83
*
* def __getitem__(self,int k):
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@@ -13629,35 +13764,35 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_
__pyx_t_2 = (!__pyx_t_1);
if (__pyx_t_2) {
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":79
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":84
* def __getitem__(self,int k):
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* raise IndexError('candidate set index out of range') # <<<<<<<<<<<<<<
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- __pyx_t_3 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_42), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_k_tuple_44), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
__Pyx_Raise(__pyx_t_3, 0, 0, 0);
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- {__pyx_filename = __pyx_f[5]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
goto __pyx_L3;
}
__pyx_L3:;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":80
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85
* if not 0 <= k < self.cs.size():
* raise IndexError('candidate set index out of range')
* cdef Candidate candidate = Candidate() # <<<<<<<<<<<<<<
* candidate.candidate = &self.cs[0][k]
* candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats)
*/
- __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Candidate)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Candidate)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
__pyx_v_candidate = ((struct __pyx_obj_5_cdec_Candidate *)__pyx_t_3);
__pyx_t_3 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":81
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":86
* raise IndexError('candidate set index out of range')
* cdef Candidate candidate = Candidate()
* candidate.candidate = &self.cs[0][k] # <<<<<<<<<<<<<<
@@ -13666,7 +13801,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_
*/
__pyx_v_candidate->candidate = (&((__pyx_v_self->cs[0])[__pyx_v_k]));
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":82
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87
* cdef Candidate candidate = Candidate()
* candidate.candidate = &self.cs[0][k]
* candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) # <<<<<<<<<<<<<<
@@ -13675,7 +13810,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_
*/
__pyx_v_candidate->score = __pyx_v_self->metric->ComputeScore(((__pyx_v_self->cs[0])[__pyx_v_k]).eval_feats);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":83
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":88
* candidate.candidate = &self.cs[0][k]
* candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats)
* return candidate # <<<<<<<<<<<<<<
@@ -13712,7 +13847,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_9__iter__(PyObject *__pyx_v_self
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":85
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90
* return candidate
*
* def __iter__(self): # <<<<<<<<<<<<<<
@@ -13738,7 +13873,7 @@ static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cde
__Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
__Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
{
- __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator15, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_5_cdec_12CandidateSet_10generator15, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_DECREF(__pyx_cur_scope);
__Pyx_RefNannyFinishContext();
return (PyObject *) gen;
@@ -13773,27 +13908,27 @@ static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator15(__pyx_GeneratorObj
return NULL;
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__pyx_L3_first_run:;
- if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":87
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":92
* def __iter__(self):
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* for i in range(len(self)): # <<<<<<<<<<<<<<
* yield self[i]
*
*/
- __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_cur_scope->__pyx_v_self)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
__pyx_cur_scope->__pyx_v_i = __pyx_t_2;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":88
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":93
* cdef unsigned i
* for i in range(len(self)):
* yield self[i] # <<<<<<<<<<<<<<
*
* def add_kbest(self, Hypergraph hypergraph, unsigned k):
*/
- __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
__pyx_r = __pyx_t_3;
__pyx_t_3 = 0;
@@ -13807,7 +13942,7 @@ static PyObject *__pyx_gb_5_cdec_12CandidateSet_10generator15(__pyx_GeneratorObj
__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[5]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
}
PyErr_SetNone(PyExc_StopIteration);
goto __pyx_L0;
@@ -13851,11 +13986,11 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se
values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__k);
if (likely(values[1])) kw_args--;
else {
- __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
}
}
if (unlikely(kw_args > 0)) {
- if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "add_kbest") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "add_kbest") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
}
} else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
goto __pyx_L5_argtuple_error;
@@ -13864,17 +13999,17 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se
values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
}
__pyx_v_hypergraph = ((struct __pyx_obj_5_cdec_Hypergraph *)values[0]);
- __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(values[1]); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_k = __Pyx_PyInt_AsUnsignedInt(values[1]); if (unlikely((__pyx_v_k == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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goto __pyx_L4_argument_unpacking_done;
__pyx_L5_argtuple_error:;
- __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_RaiseArgtupleInvalid("add_kbest", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
__pyx_L3_error:;
__Pyx_AddTraceback("_cdec.CandidateSet.add_kbest", __pyx_clineno, __pyx_lineno, __pyx_filename);
__Pyx_RefNannyFinishContext();
return NULL;
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- if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hypergraph), __pyx_ptype_5_cdec_Hypergraph, 1, "hypergraph", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_r = __pyx_pf_5_cdec_12CandidateSet_11add_kbest(((struct __pyx_obj_5_cdec_CandidateSet *)__pyx_v_self), __pyx_v_hypergraph, __pyx_v_k);
goto __pyx_L0;
__pyx_L1_error:;
@@ -13884,7 +14019,7 @@ static PyObject *__pyx_pw_5_cdec_12CandidateSet_12add_kbest(PyObject *__pyx_v_se
return __pyx_r;
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":95
* yield self[i]
*
* def add_kbest(self, Hypergraph hypergraph, unsigned k): # <<<<<<<<<<<<<<
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__Pyx_RefNannySetupContext("add_kbest", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":91
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":96
*
* def add_kbest(self, Hypergraph hypergraph, unsigned k):
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__Pyx_RefNannyFinishContext();
}
-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":97
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":102
* cdef mteval.EvaluationMetric* metric
*
* def __dealloc__(self): # <<<<<<<<<<<<<<
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__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("__dealloc__", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":98
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":103
*
* def __dealloc__(self):
* del self.scorer # <<<<<<<<<<<<<<
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return __pyx_r;
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-/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":100
+/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":105
* del self.scorer
*
* def evaluate(self, sentence): # <<<<<<<<<<<<<<
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int __pyx_clineno = 0;
__Pyx_RefNannySetupContext("evaluate", 0);
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":102
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":107
* def evaluate(self, sentence):
* cdef vector[WordID] hyp
* cdef SufficientStats sf = SufficientStats() # <<<<<<<<<<<<<<
* sf.metric = self.metric
* sf.stats = new mteval.SufficientStats()
*/
- __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_SufficientStats)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
__pyx_v_sf = ((struct __pyx_obj_5_cdec_SufficientStats *)__pyx_t_1);
__pyx_t_1 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":103
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":108
* cdef vector[WordID] hyp
* cdef SufficientStats sf = SufficientStats()
* sf.metric = self.metric # <<<<<<<<<<<<<<
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*/
__pyx_v_sf->metric = __pyx_v_self->metric;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":104
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":109
* cdef SufficientStats sf = SufficientStats()
* sf.metric = self.metric
* sf.stats = new mteval.SufficientStats() # <<<<<<<<<<<<<<
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*/
__pyx_v_sf->stats = new SufficientStats();
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":105
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":110
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- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":107
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return __pyx_r;
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__pyx_r = __pyx_pf_5_cdec_6Scorer___cinit__(((struct __pyx_obj_5_cdec_Scorer *)__pyx_v_self), __pyx_v_name);
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":123
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+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":124
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- __pyx_v_self->name = new std::string(__pyx_v_name);
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- __pyx_t_3 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_45), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_47), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
__Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
__pyx_v_formalism = __pyx_t_3;
@@ -15401,7 +16158,7 @@ static int __pyx_pf_5_cdec_7Decoder___cinit__(struct __pyx_obj_5_cdec_Decoder *_
*/
__pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__InvalidConfig); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
- __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_46), __pyx_v_formalism); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_48), __pyx_v_formalism); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(((PyObject *)__pyx_t_2));
__pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_6);
@@ -15807,7 +16564,7 @@ static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_De
*
* property formalism:
*/
- __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_47), ((PyObject *)Py_TYPE(__pyx_v_weights))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_49), ((PyObject *)Py_TYPE(__pyx_v_weights))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(((PyObject *)__pyx_t_1));
__pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
@@ -16038,7 +16795,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_
__pyx_t_2 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__startswith); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
__Pyx_GOTREF(__pyx_t_2);
__Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_49), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_51), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
__Pyx_GOTREF(__pyx_t_1);
__Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
__pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
@@ -16207,7 +16964,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_
}
/*finally:*/ {
if (__pyx_t_3) {
- __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_50, NULL);
+ __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_52, NULL);
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_7);
@@ -16412,7 +17169,7 @@ static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Dec
* if grammar:
* if isinstance(grammar, str) or isinstance(grammar, unicode):
*/
- __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_51), ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_53), ((PyObject *)Py_TYPE(__pyx_v_sentence))); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(((PyObject *)__pyx_t_5));
__pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
@@ -19213,6 +19970,13 @@ static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) {
}
(*Py_TYPE(o)->tp_free)(o);
}
+static PyObject *__pyx_sq_item_5_cdec_SufficientStats(PyObject *o, Py_ssize_t i) {
+ PyObject *r;
+ PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
+ r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
+ Py_DECREF(x);
+ return r;
+}
static PyObject *__pyx_getprop_5_cdec_15SufficientStats_score(PyObject *o, void *x) {
return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o);
@@ -19233,7 +19997,7 @@ static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = {
};
static PyNumberMethods __pyx_tp_as_number_SufficientStats = {
- __pyx_pw_5_cdec_15SufficientStats_10__add__, /*nb_add*/
+ __pyx_pw_5_cdec_15SufficientStats_12__add__, /*nb_add*/
0, /*nb_subtract*/
0, /*nb_multiply*/
#if PY_MAJOR_VERSION < 3
@@ -19268,7 +20032,7 @@ static PyNumberMethods __pyx_tp_as_number_SufficientStats = {
#if PY_MAJOR_VERSION < 3
0, /*nb_hex*/
#endif
- __pyx_pw_5_cdec_15SufficientStats_8__iadd__, /*nb_inplace_add*/
+ __pyx_pw_5_cdec_15SufficientStats_10__iadd__, /*nb_inplace_add*/
0, /*nb_inplace_subtract*/
0, /*nb_inplace_multiply*/
#if PY_MAJOR_VERSION < 3
@@ -19294,7 +20058,7 @@ static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = {
__pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
- 0, /*sq_item*/
+ __pyx_sq_item_5_cdec_SufficientStats, /*sq_item*/
0, /*sq_slice*/
0, /*sq_ass_item*/
0, /*sq_ass_slice*/
@@ -19305,7 +20069,7 @@ static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = {
static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = {
__pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/
- 0, /*mp_subscript*/
+ __pyx_pw_5_cdec_15SufficientStats_8__getitem__, /*mp_subscript*/
0, /*mp_ass_subscript*/
};
@@ -19933,6 +20697,202 @@ static PyTypeObject __pyx_type_5_cdec_Scorer = {
#endif
};
+static PyObject *__pyx_tp_new_5_cdec_Metric(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_5_cdec_Metric *p;
+ PyObject *o = (*t->tp_alloc)(t, 0);
+ if (!o) return 0;
+ p = ((struct __pyx_obj_5_cdec_Metric *)o);
+ p->scorer = ((struct __pyx_obj_5_cdec_Scorer *)Py_None); Py_INCREF(Py_None);
+ if (__pyx_pw_5_cdec_6Metric_1__cinit__(o, __pyx_empty_tuple, NULL) < 0) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_5_cdec_Metric(PyObject *o) {
+ struct __pyx_obj_5_cdec_Metric *p = (struct __pyx_obj_5_cdec_Metric *)o;
+ Py_XDECREF(((PyObject *)p->scorer));
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_5_cdec_Metric(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_5_cdec_Metric *p = (struct __pyx_obj_5_cdec_Metric *)o;
+ if (p->scorer) {
+ e = (*v)(((PyObject*)p->scorer), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_5_cdec_Metric(PyObject *o) {
+ struct __pyx_obj_5_cdec_Metric *p = (struct __pyx_obj_5_cdec_Metric *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->scorer);
+ p->scorer = ((struct __pyx_obj_5_cdec_Scorer *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_5_cdec_Metric[] = {
+ {__Pyx_NAMESTR("score"), (PyCFunction)__pyx_pw_5_cdec_6Metric_5score, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_6Metric_7evaluate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyNumberMethods __pyx_tp_as_number_Metric = {
+ 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_Metric = {
+ 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_Metric = {
+ 0, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyBufferProcs __pyx_tp_as_buffer_Metric = {
+ #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_Metric = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_cdec.Metric"), /*tp_name*/
+ sizeof(struct __pyx_obj_5_cdec_Metric), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_5_cdec_Metric, /*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_Metric, /*tp_as_number*/
+ &__pyx_tp_as_sequence_Metric, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_Metric, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ __pyx_pw_5_cdec_6Metric_3__call__, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ &__pyx_tp_as_buffer_Metric, /*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_Metric, /*tp_traverse*/
+ __pyx_tp_clear_5_cdec_Metric, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_5_cdec_Metric, /*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_Metric, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k) {
struct __pyx_obj_5_cdec_Decoder *p;
PyObject *o = (*t->tp_alloc)(t, 0);
@@ -25197,13 +26157,14 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = {
{&__pyx_kp_s_4, __pyx_k_4, sizeof(__pyx_k_4), 0, 0, 1, 0},
{&__pyx_kp_s_41, __pyx_k_41, sizeof(__pyx_k_41), 0, 0, 1, 0},
{&__pyx_kp_s_43, __pyx_k_43, sizeof(__pyx_k_43), 0, 0, 1, 0},
- {&__pyx_kp_s_44, __pyx_k_44, sizeof(__pyx_k_44), 0, 0, 1, 0},
+ {&__pyx_kp_s_45, __pyx_k_45, sizeof(__pyx_k_45), 0, 0, 1, 0},
{&__pyx_kp_s_46, __pyx_k_46, sizeof(__pyx_k_46), 0, 0, 1, 0},
- {&__pyx_kp_s_47, __pyx_k_47, sizeof(__pyx_k_47), 0, 0, 1, 0},
{&__pyx_kp_s_48, __pyx_k_48, sizeof(__pyx_k_48), 0, 0, 1, 0},
- {&__pyx_kp_s_51, __pyx_k_51, sizeof(__pyx_k_51), 0, 0, 1, 0},
- {&__pyx_kp_s_54, __pyx_k_54, sizeof(__pyx_k_54), 0, 0, 1, 0},
- {&__pyx_kp_s_59, __pyx_k_59, sizeof(__pyx_k_59), 0, 0, 1, 0},
+ {&__pyx_kp_s_49, __pyx_k_49, sizeof(__pyx_k_49), 0, 0, 1, 0},
+ {&__pyx_kp_s_50, __pyx_k_50, sizeof(__pyx_k_50), 0, 0, 1, 0},
+ {&__pyx_kp_s_53, __pyx_k_53, sizeof(__pyx_k_53), 0, 0, 1, 0},
+ {&__pyx_kp_s_56, __pyx_k_56, sizeof(__pyx_k_56), 0, 0, 1, 0},
+ {&__pyx_kp_s_61, __pyx_k_61, sizeof(__pyx_k_61), 0, 0, 1, 0},
{&__pyx_kp_s_7, __pyx_k_7, sizeof(__pyx_k_7), 0, 0, 1, 0},
{&__pyx_kp_s_8, __pyx_k_8, sizeof(__pyx_k_8), 0, 0, 1, 0},
{&__pyx_kp_s_9, __pyx_k_9, sizeof(__pyx_k_9), 0, 0, 1, 0},
@@ -25218,9 +26179,11 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = {
{&__pyx_n_s__TER, __pyx_k__TER, sizeof(__pyx_k__TER), 0, 0, 1, 1},
{&__pyx_n_s__TypeError, __pyx_k__TypeError, sizeof(__pyx_k__TypeError), 0, 0, 1, 1},
{&__pyx_n_s__ValueError, __pyx_k__ValueError, sizeof(__pyx_k__ValueError), 0, 0, 1, 1},
+ {&__pyx_n_s____class__, __pyx_k____class__, sizeof(__pyx_k____class__), 0, 0, 1, 1},
{&__pyx_n_s____enter__, __pyx_k____enter__, sizeof(__pyx_k____enter__), 0, 0, 1, 1},
{&__pyx_n_s____exit__, __pyx_k____exit__, sizeof(__pyx_k____exit__), 0, 0, 1, 1},
{&__pyx_n_s____main__, __pyx_k____main__, sizeof(__pyx_k____main__), 0, 0, 1, 1},
+ {&__pyx_n_s____name__, __pyx_k____name__, sizeof(__pyx_k____name__), 0, 0, 1, 1},
{&__pyx_n_s____test__, __pyx_k____test__, sizeof(__pyx_k____test__), 0, 0, 1, 1},
{&__pyx_n_s___cdec, __pyx_k___cdec, sizeof(__pyx_k___cdec), 0, 0, 1, 1},
{&__pyx_n_s___make_config, __pyx_k___make_config, sizeof(__pyx_k___make_config), 0, 0, 1, 1},
@@ -25239,6 +26202,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = {
{&__pyx_n_s__encoding, __pyx_k__encoding, sizeof(__pyx_k__encoding), 0, 0, 1, 1},
{&__pyx_n_s__enumerate, __pyx_k__enumerate, sizeof(__pyx_k__enumerate), 0, 0, 1, 1},
{&__pyx_n_s__eval, __pyx_k__eval, sizeof(__pyx_k__eval), 0, 0, 1, 1},
+ {&__pyx_n_s__evaluate, __pyx_k__evaluate, sizeof(__pyx_k__evaluate), 0, 0, 1, 1},
{&__pyx_n_s__evaluator, __pyx_k__evaluator, sizeof(__pyx_k__evaluator), 0, 0, 1, 1},
{&__pyx_n_s__f, __pyx_k__f, sizeof(__pyx_k__f), 0, 0, 1, 1},
{&__pyx_n_s__formalism, __pyx_k__formalism, sizeof(__pyx_k__formalism), 0, 0, 1, 1},
@@ -25246,6 +26210,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = {
{&__pyx_n_s__genexpr, __pyx_k__genexpr, sizeof(__pyx_k__genexpr), 0, 0, 1, 1},
{&__pyx_n_s__get, __pyx_k__get, sizeof(__pyx_k__get), 0, 0, 1, 1},
{&__pyx_n_s__grammar, __pyx_k__grammar, sizeof(__pyx_k__grammar), 0, 0, 1, 1},
+ {&__pyx_n_s__hyp, __pyx_k__hyp, sizeof(__pyx_k__hyp), 0, 0, 1, 1},
{&__pyx_n_s__hypergraph, __pyx_k__hypergraph, sizeof(__pyx_k__hypergraph), 0, 0, 1, 1},
{&__pyx_n_s__i, __pyx_k__i, sizeof(__pyx_k__i), 0, 0, 1, 1},
{&__pyx_n_s__in_edges, __pyx_k__in_edges, sizeof(__pyx_k__in_edges), 0, 0, 1, 1},
@@ -25271,6 +26236,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = {
{&__pyx_n_s__replace, __pyx_k__replace, sizeof(__pyx_k__replace), 0, 0, 1, 1},
{&__pyx_n_s__rules, __pyx_k__rules, sizeof(__pyx_k__rules), 0, 0, 1, 1},
{&__pyx_n_s__scfg, __pyx_k__scfg, sizeof(__pyx_k__scfg), 0, 0, 1, 1},
+ {&__pyx_n_s__score, __pyx_k__score, sizeof(__pyx_k__score), 0, 0, 1, 1},
{&__pyx_n_s__scores, __pyx_k__scores, sizeof(__pyx_k__scores), 0, 0, 1, 1},
{&__pyx_n_s__self, __pyx_k__self, sizeof(__pyx_k__self), 0, 0, 1, 1},
{&__pyx_n_s__sentence, __pyx_k__sentence, sizeof(__pyx_k__sentence), 0, 0, 1, 1},
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- * raise IndexError('candidate set index out of range') # <<<<<<<<<<<<<<
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- __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_48));
- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_49));
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+ PyTuple_SET_ITEM(__pyx_k_tuple_51, 0, ((PyObject *)__pyx_kp_s_50));
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__Pyx_INCREF(Py_None);
- PyTuple_SET_ITEM(__pyx_k_tuple_50, 0, Py_None);
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__Pyx_GIVEREF(Py_None);
__Pyx_INCREF(Py_None);
- PyTuple_SET_ITEM(__pyx_k_tuple_50, 1, Py_None);
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__Pyx_GIVEREF(Py_None);
__Pyx_INCREF(Py_None);
- PyTuple_SET_ITEM(__pyx_k_tuple_50, 2, Py_None);
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__Pyx_GIVEREF(Py_None);
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- __Pyx_GOTREF(__pyx_k_tuple_52);
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- * return self.name.c_str()
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":190
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@@ -25764,15 +26744,18 @@ PyMODINIT_FUNC PyInit__cdec(void)
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__pyx_ptype_5_cdec___pyx_scope_struct_20___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_20___iter__;
- if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_21___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_21___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_ptype_5_cdec___pyx_scope_struct_21___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_21___iter__;
if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_22__make_config) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_ptype_5_cdec___pyx_scope_struct_22__make_config = &__pyx_type_5_cdec___pyx_scope_struct_22__make_config;
@@ -25843,25 +26826,25 @@ PyMODINIT_FUNC PyInit__cdec(void)
if (PyObject_SetAttr(__pyx_m, __pyx_n_s___phrase, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":143
- * return self.name.c_str()
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":190
+ * return []
*
* BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<<
* TER = Scorer('TER')
*/
- __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_55), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_57), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
- if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyObject_SetAttr(__pyx_m, __pyx_n_s__BLEU, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":144
+ /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":191
*
* BLEU = Scorer('IBM_BLEU')
* TER = Scorer('TER') # <<<<<<<<<<<<<<
*/
- __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_56), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_58), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_1);
- if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyObject_SetAttr(__pyx_m, __pyx_n_s__TER, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
/* "_cdec.pyx":22
@@ -26356,6 +27339,40 @@ static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject*
}
}
+static CYTHON_INLINE int __Pyx_CheckKeywordStrings(
+ PyObject *kwdict,
+ const char* function_name,
+ int kw_allowed)
+{
+ PyObject* key = 0;
+ Py_ssize_t pos = 0;
+ while (PyDict_Next(kwdict, &pos, &key, 0)) {
+ #if PY_MAJOR_VERSION < 3
+ if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key)))
+ #else
+ if (unlikely(!PyUnicode_Check(key)))
+ #endif
+ goto invalid_keyword_type;
+ }
+ if ((!kw_allowed) && unlikely(key))
+ goto invalid_keyword;
+ return 1;
+invalid_keyword_type:
+ PyErr_Format(PyExc_TypeError,
+ "%s() keywords must be strings", function_name);
+ return 0;
+invalid_keyword:
+ PyErr_Format(PyExc_TypeError,
+ #if PY_MAJOR_VERSION < 3
+ "%s() got an unexpected keyword argument '%s'",
+ function_name, PyString_AsString(key));
+ #else
+ "%s() got an unexpected keyword argument '%U'",
+ function_name, key);
+ #endif
+ return 0;
+}
+
static double __Pyx__PyObject_AsDouble(PyObject* obj) {
PyObject* float_value;
if (Py_TYPE(obj)->tp_as_number && Py_TYPE(obj)->tp_as_number->nb_float) {
diff --git a/python/src/decoder.pxd b/python/src/decoder.pxd
index d2065579..a66166a2 100644
--- a/python/src/decoder.pxd
+++ b/python/src/decoder.pxd
@@ -27,8 +27,6 @@ cdef extern from "decoder/decoder.h":
variables_map& GetConf()
# add grammar rules (currently only supported by SCFG decoders)
- # that will be used on subsequent calls to Decode. rules should be in standard
- # text format. This function does NOT read from a file.
void AddSupplementalGrammarFromString(string& grammar_str)
void AddSupplementalGrammar(shared_ptr[Grammar] grammar)
diff --git a/python/src/grammar.pxd b/python/src/grammar.pxd
index 43806f71..8853a614 100644
--- a/python/src/grammar.pxd
+++ b/python/src/grammar.pxd
@@ -3,7 +3,6 @@ from libcpp.string cimport string
from utils cimport *
cdef extern from "decoder/trule.h":
-
cdef cppclass AlignmentPoint:
AlignmentPoint(int s, int t)
AlignmentPoint Inverted()
diff --git a/python/src/mteval.pxd b/python/src/mteval.pxd
index 52af6297..27c2808d 100644
--- a/python/src/mteval.pxd
+++ b/python/src/mteval.pxd
@@ -10,6 +10,7 @@ cdef extern from "mteval/ns.h":
unsigned size()
float operator[](unsigned i)
void swap(SufficientStats& other)
+ vector[float] fields
SufficientStats add "operator+" (SufficientStats&, SufficientStats&)
@@ -26,9 +27,15 @@ cdef extern from "mteval/ns.h":
vector[WordID]& refs,
SufficientStats* out)
-cdef extern from "mteval/ns.h" namespace "EvaluationMetric":
- EvaluationMetric* Instance(string& metric_id)
- EvaluationMetric* Instance() # IBM_BLEU
+ cdef EvaluationMetric* MetricInstance "EvaluationMetric::Instance" (string& metric_id)
+
+cdef extern from "py_scorer.h":
+ ctypedef float (*MetricScoreCallback)(void*, SufficientStats* stats)
+ ctypedef void (*MetricStatsCallback)(void*,
+ string* hyp, vector[string]* refs, SufficientStats* out)
+
+ cdef EvaluationMetric* PyMetricInstance "PythonEvaluationMetric::Instance"(
+ string& metric_id, void*, MetricStatsCallback, MetricScoreCallback)
cdef extern from "training/candidate_set.h" namespace "training":
cdef cppclass Candidate "const training::Candidate":
diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi
index 4ba73168..f67f4f04 100644
--- a/python/src/mteval.pxi
+++ b/python/src/mteval.pxi
@@ -43,7 +43,12 @@ cdef class SufficientStats:
def __iter__(self):
for i in range(len(self)):
- yield self.stats[0][i]
+ yield self[i]
+
+ def __getitem__(self, int index):
+ if not 0 <= index < len(self):
+ raise IndexError('sufficient stats vector index out of range')
+ return self.stats[0][index]
def __iadd__(SufficientStats self, SufficientStats other):
self.stats[0] += other.stats[0]
@@ -111,15 +116,17 @@ cdef class SegmentEvaluator:
cdef class Scorer:
cdef string* name
+ cdef mteval.EvaluationMetric* metric
- def __cinit__(self, char* name):
- self.name = new string(name)
+ def __cinit__(self, bytes name=None):
+ if name:
+ self.name = new string(name)
+ self.metric = mteval.MetricInstance(self.name[0])
def __dealloc__(self):
del self.name
def __call__(self, refs):
- cdef mteval.EvaluationMetric* metric = mteval.Instance(self.name[0])
if isinstance(refs, unicode) or isinstance(refs, str):
refs = [refs]
cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]()
@@ -132,13 +139,53 @@ cdef class Scorer:
del refv
cdef unsigned i
cdef SegmentEvaluator evaluator = SegmentEvaluator()
- evaluator.metric = metric
- evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](metric.CreateSegmentEvaluator(refsv[0]))
+ evaluator.metric = self.metric
+ evaluator.scorer = new shared_ptr[mteval.SegmentEvaluator](
+ self.metric.CreateSegmentEvaluator(refsv[0]))
del refsv # in theory should not delete but store in SegmentEvaluator
return evaluator
def __str__(self):
return self.name.c_str()
+cdef float _compute_score(void* metric_, mteval.SufficientStats* stats):
+ cdef Metric metric = <Metric> metric_
+ cdef list ss = []
+ cdef unsigned i
+ for i in range(stats.size()):
+ ss.append(stats[0][i])
+ return metric.score(ss)
+
+cdef void _compute_sufficient_stats(void* metric_,
+ string* hyp,
+ vector[string]* refs,
+ mteval.SufficientStats* out):
+ cdef Metric metric = <Metric> metric_
+ cdef list refs_ = []
+ cdef unsigned i
+ for i in range(refs.size()):
+ refs_.append(refs[0][i].c_str())
+ cdef list ss = metric.evaluate(hyp.c_str(), refs_)
+ out.fields.resize(len(ss))
+ for i in range(len(ss)):
+ out.fields[i] = ss[i]
+
+cdef class Metric:
+ cdef Scorer scorer
+ def __cinit__(self):
+ self.scorer = Scorer()
+ self.scorer.name = new string(as_str(self.__class__.__name__))
+ self.scorer.metric = mteval.PyMetricInstance(self.scorer.name[0],
+ <void*> self, _compute_sufficient_stats, _compute_score)
+
+ def __call__(self, refs):
+ return self.scorer(refs)
+
+ def score(SufficientStats stats):
+ return 0
+
+ def evaluate(self, hyp, refs):
+ return []
+
BLEU = Scorer('IBM_BLEU')
TER = Scorer('TER')
diff --git a/python/src/observer.h b/python/src/observer.h
index d398f2f7..05f3c9be 100644
--- a/python/src/observer.h
+++ b/python/src/observer.h
@@ -1,6 +1,5 @@
#include "decoder/hg.h"
#include "decoder/decoder.h"
-#include <iostream>
struct BasicObserver: public DecoderObserver {
Hypergraph* hypergraph;
diff --git a/python/src/py_scorer.h b/python/src/py_scorer.h
new file mode 100644
index 00000000..22dc9fee
--- /dev/null
+++ b/python/src/py_scorer.h
@@ -0,0 +1,44 @@
+#include "ns.h"
+#include "tdict.h"
+
+typedef float (*MetricScoreCallback)(void*, SufficientStats* stats);
+typedef void (*MetricStatsCallback)(void*,
+ std::string *hyp,
+ std::vector<std::string> *refs,
+ SufficientStats* out);
+
+struct PythonEvaluationMetric : public EvaluationMetric {
+
+ PythonEvaluationMetric(const std::string& id) : EvaluationMetric(id) {}
+
+ static EvaluationMetric* Instance(const std::string& id,
+ void* obj,
+ MetricStatsCallback statscb,
+ MetricScoreCallback scorecb) {
+ PythonEvaluationMetric* metric = new PythonEvaluationMetric(id);
+ metric->pymetric = obj;
+ metric->_compute_score = scorecb;
+ metric->_compute_sufficient_stats = statscb;
+ return metric;
+ }
+
+ float ComputeScore(const SufficientStats& stats) const {
+ SufficientStats stats_(stats);
+ return _compute_score(pymetric, &stats_);
+ }
+
+ void ComputeSufficientStatistics(const std::vector<WordID>& hyp,
+ const std::vector<std::vector<WordID> >& refs,
+ SufficientStats* out) const {
+ std::string hyp_(TD::GetString(hyp));
+ std::vector<std::string> refs_;
+ for(unsigned i = 0; i < refs.size(); ++i) {
+ refs_.push_back(TD::GetString(refs[i]));
+ }
+ _compute_sufficient_stats(pymetric, &hyp_, &refs_, out);
+ }
+
+ void* pymetric;
+ MetricStatsCallback _compute_sufficient_stats;
+ MetricScoreCallback _compute_score;
+};