From ca9b58716214148eeaeaa3076e1a1dc8f8bb5892 Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Mon, 26 Aug 2013 20:12:32 -0400 Subject: Improve the package structure of pycdec This change should not break anything, but now you can run: python setup.py build_ext --inplace and use the cleaner: PYTHONPATH=/path/to/cdec/python python -m ... --- python/README.md | 9 +- python/cdec/__init__.py | 2 + python/cdec/_cdec.cpp | 29480 +++++++++++++ python/cdec/_cdec.pyx | 117 + python/cdec/configobj.py | 2468 ++ python/cdec/decoder.pxd | 35 + python/cdec/grammar.pxd | 43 + python/cdec/grammar.pxi | 227 + python/cdec/hypergraph.pxd | 95 + python/cdec/hypergraph.pxi | 281 + python/cdec/kbest.pxd | 20 + python/cdec/lattice.pxd | 20 + python/cdec/lattice.pxi | 80 + python/cdec/mteval.pxd | 56 + python/cdec/mteval.pxi | 198 + python/cdec/observer.h | 21 + python/cdec/py_scorer.h | 44 + python/cdec/sa/__init__.py | 25 + python/cdec/sa/_sa.c | 80507 ++++++++++++++++++++++++++++++++++++ python/cdec/sa/_sa.pxd | 45 + python/cdec/sa/_sa.pyx | 30 + python/cdec/sa/alignment.pxi | 106 + python/cdec/sa/bilex.pxi | 413 + python/cdec/sa/compile.py | 132 + python/cdec/sa/data_array.pxi | 157 + python/cdec/sa/extract.py | 113 + python/cdec/sa/extractor.py | 106 + python/cdec/sa/features.pxi | 33 + python/cdec/sa/features.py | 142 + python/cdec/sa/float_list.pxi | 73 + python/cdec/sa/int_list.pxi | 178 + python/cdec/sa/lcp.pxi | 89 + python/cdec/sa/precomputation.pxi | 454 + python/cdec/sa/rule.pxi | 191 + python/cdec/sa/rulefactory.pxi | 2224 + python/cdec/sa/str_map.pxi | 23 + python/cdec/sa/strmap.cc | 232 + python/cdec/sa/strmap.h | 22 + python/cdec/sa/suffix_array.pxi | 250 + python/cdec/sa/sym.pxi | 125 + python/cdec/sa/veb.pxi | 392 + python/cdec/score.py | 1 + python/cdec/utils.pxd | 97 + python/cdec/vectors.pxi | 151 + python/pkg/cdec/__init__.py | 2 - python/pkg/cdec/configobj.py | 2468 -- python/pkg/cdec/sa/__init__.py | 25 - python/pkg/cdec/sa/compile.py | 132 - python/pkg/cdec/sa/extract.py | 113 - python/pkg/cdec/sa/extractor.py | 106 - python/pkg/cdec/sa/features.py | 142 - python/pkg/cdec/score.py | 1 - python/setup.py.in | 10 +- python/src/_cdec.cpp | 29480 ------------- python/src/_cdec.pyx | 117 - python/src/cdec.sa._sa.pxd | 1 - python/src/decoder.pxd | 35 - python/src/grammar.pxd | 43 - python/src/grammar.pxi | 227 - python/src/hypergraph.pxd | 95 - python/src/hypergraph.pxi | 281 - python/src/kbest.pxd | 20 - python/src/lattice.pxd | 20 - python/src/lattice.pxi | 80 - python/src/mteval.pxd | 56 - python/src/mteval.pxi | 198 - python/src/observer.h | 21 - python/src/py_scorer.h | 44 - python/src/sa/_sa.c | 80507 ------------------------------------ python/src/sa/_sa.pxd | 45 - python/src/sa/_sa.pyx | 30 - python/src/sa/alignment.pxi | 107 - python/src/sa/bilex.pxi | 413 - python/src/sa/data_array.pxi | 157 - python/src/sa/features.pxi | 33 - python/src/sa/float_list.pxi | 73 - python/src/sa/int_list.pxi | 178 - python/src/sa/lcp.pxi | 89 - python/src/sa/precomputation.pxi | 454 - python/src/sa/rule.pxi | 192 - python/src/sa/rulefactory.pxi | 2224 - python/src/sa/str_map.pxi | 23 - python/src/sa/strmap.cc | 232 - python/src/sa/strmap.h | 22 - python/src/sa/suffix_array.pxi | 250 - python/src/sa/sym.pxi | 125 - python/src/sa/veb.pxi | 392 - python/src/utils.pxd | 97 - python/src/vectors.pxi | 151 - 89 files changed, 119508 insertions(+), 119510 deletions(-) create mode 100644 python/cdec/__init__.py create mode 100644 python/cdec/_cdec.cpp create mode 100644 python/cdec/_cdec.pyx create mode 100644 python/cdec/configobj.py create mode 100644 python/cdec/decoder.pxd create mode 100644 python/cdec/grammar.pxd create mode 100644 python/cdec/grammar.pxi create mode 100644 python/cdec/hypergraph.pxd create mode 100644 python/cdec/hypergraph.pxi create mode 100644 python/cdec/kbest.pxd create mode 100644 python/cdec/lattice.pxd create mode 100644 python/cdec/lattice.pxi create mode 100644 python/cdec/mteval.pxd create mode 100644 python/cdec/mteval.pxi create mode 100644 python/cdec/observer.h create mode 100644 python/cdec/py_scorer.h create mode 100644 python/cdec/sa/__init__.py create mode 100644 python/cdec/sa/_sa.c create mode 100644 python/cdec/sa/_sa.pxd create mode 100644 python/cdec/sa/_sa.pyx create mode 100644 python/cdec/sa/alignment.pxi create mode 100644 python/cdec/sa/bilex.pxi create mode 100644 python/cdec/sa/compile.py create mode 100644 python/cdec/sa/data_array.pxi create mode 100644 python/cdec/sa/extract.py create mode 100644 python/cdec/sa/extractor.py create mode 100644 python/cdec/sa/features.pxi create mode 100644 python/cdec/sa/features.py create mode 100644 python/cdec/sa/float_list.pxi create mode 100644 python/cdec/sa/int_list.pxi create mode 100644 python/cdec/sa/lcp.pxi create mode 100644 python/cdec/sa/precomputation.pxi create mode 100644 python/cdec/sa/rule.pxi create mode 100644 python/cdec/sa/rulefactory.pxi create mode 100644 python/cdec/sa/str_map.pxi create mode 100644 python/cdec/sa/strmap.cc create mode 100644 python/cdec/sa/strmap.h create mode 100644 python/cdec/sa/suffix_array.pxi create mode 100644 python/cdec/sa/sym.pxi create mode 100644 python/cdec/sa/veb.pxi create mode 100644 python/cdec/score.py create mode 100644 python/cdec/utils.pxd create mode 100644 python/cdec/vectors.pxi delete mode 100644 python/pkg/cdec/__init__.py delete mode 100644 python/pkg/cdec/configobj.py delete mode 100644 python/pkg/cdec/sa/__init__.py delete mode 100644 python/pkg/cdec/sa/compile.py delete mode 100644 python/pkg/cdec/sa/extract.py delete mode 100644 python/pkg/cdec/sa/extractor.py delete mode 100644 python/pkg/cdec/sa/features.py delete mode 100644 python/pkg/cdec/score.py delete mode 100644 python/src/_cdec.cpp delete mode 100644 python/src/_cdec.pyx delete mode 120000 python/src/cdec.sa._sa.pxd delete mode 100644 python/src/decoder.pxd delete mode 100644 python/src/grammar.pxd delete mode 100644 python/src/grammar.pxi delete mode 100644 python/src/hypergraph.pxd delete mode 100644 python/src/hypergraph.pxi delete mode 100644 python/src/kbest.pxd delete mode 100644 python/src/lattice.pxd delete mode 100644 python/src/lattice.pxi delete mode 100644 python/src/mteval.pxd delete mode 100644 python/src/mteval.pxi delete mode 100644 python/src/observer.h delete mode 100644 python/src/py_scorer.h delete mode 100644 python/src/sa/_sa.c delete mode 100644 python/src/sa/_sa.pxd delete mode 100644 python/src/sa/_sa.pyx delete mode 100644 python/src/sa/alignment.pxi delete mode 100644 python/src/sa/bilex.pxi delete mode 100644 python/src/sa/data_array.pxi delete mode 100644 python/src/sa/features.pxi delete mode 100644 python/src/sa/float_list.pxi delete mode 100644 python/src/sa/int_list.pxi delete mode 100644 python/src/sa/lcp.pxi delete mode 100644 python/src/sa/precomputation.pxi delete mode 100644 python/src/sa/rule.pxi delete mode 100644 python/src/sa/rulefactory.pxi delete mode 100644 python/src/sa/str_map.pxi delete mode 100644 python/src/sa/strmap.cc delete mode 100644 python/src/sa/strmap.h delete mode 100644 python/src/sa/suffix_array.pxi delete mode 100644 python/src/sa/sym.pxi delete mode 100644 python/src/sa/veb.pxi delete mode 100644 python/src/utils.pxd delete mode 100644 python/src/vectors.pxi (limited to 'python') diff --git a/python/README.md b/python/README.md index bea6190a..953971d3 100644 --- a/python/README.md +++ b/python/README.md @@ -1,4 +1,4 @@ -pycdec is a Python interface to cdec +pycdec is a Python interface to cdec ## Installation @@ -6,6 +6,8 @@ Build and install pycdec: python setup.py install +Alternatively, run `python setup.py build_ext --inplace` and add the `python/` directory to your `PYTHONPATH`. + ## Grammar extractor Compile a parallel corpus and a word alignment into a suffix array representation: @@ -18,13 +20,14 @@ Or, if your parallel corpus is in a single-file format (with source and target s Extract grammar rules from the compiled corpus: - cat input.txt | python -m cdec.sa.extract -c extract.ini -g grammars/ + cat input.txt | python -m cdec.sa.extract -c extract.ini -g grammars/ -z This will create per-sentence grammar files in the `grammars` directory and output annotated input suitable for translation with cdec. ## Library usage -A basic demo of pycdec's features is available in `test.py` +A basic demo of pycdec's features is available in `examples/test.py`. +Other examples are given in [the paper](http://victor.chahuneau.fr/pub/pycdec/) describing pycdec. More documentation will come as the API becomes stable. diff --git a/python/cdec/__init__.py b/python/cdec/__init__.py new file mode 100644 index 00000000..8e10f340 --- /dev/null +++ b/python/cdec/__init__.py @@ -0,0 +1,2 @@ +from cdec._cdec import Decoder, Lattice, TRule, MRule, NT, NTRef,\ + ParseFailed, InvalidConfig, set_silent diff --git a/python/cdec/_cdec.cpp b/python/cdec/_cdec.cpp new file mode 100644 index 00000000..ae36b773 --- /dev/null +++ b/python/cdec/_cdec.cpp @@ -0,0 +1,29480 @@ +/* Generated by Cython 0.19.1 on Sun Jun 2 14:47:49 2013 */ + +#define PY_SSIZE_T_CLEAN +#ifndef CYTHON_USE_PYLONG_INTERNALS +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 0 +#else +#include "pyconfig.h" +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 1 +#else +#define CYTHON_USE_PYLONG_INTERNALS 0 +#endif +#endif +#endif +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x02040000 + #error Cython requires Python 2.4+. +#else +#include /* For offsetof */ +#ifndef offsetof +#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif +#if !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif +#ifdef PYPY_VERSION +#define CYTHON_COMPILING_IN_PYPY 1 +#define CYTHON_COMPILING_IN_CPYTHON 0 +#else +#define CYTHON_COMPILING_IN_PYPY 0 +#define CYTHON_COMPILING_IN_CPYTHON 1 +#endif +#if PY_VERSION_HEX < 0x02050000 + typedef int Py_ssize_t; + #define PY_SSIZE_T_MAX INT_MAX + #define PY_SSIZE_T_MIN INT_MIN + #define PY_FORMAT_SIZE_T "" + #define CYTHON_FORMAT_SSIZE_T "" + #define PyInt_FromSsize_t(z) PyInt_FromLong(z) + #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) + #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? 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PyMethod_New(func, self) : PyInstanceMethod_New(func)) +#endif +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n))) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n))) +#else + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n)) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n)) +#endif +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_NAMESTR(n) ((char *)(n)) + #define __Pyx_DOCSTR(n) ((char *)(n)) +#else + #define __Pyx_NAMESTR(n) (n) + #define __Pyx_DOCSTR(n) (n) +#endif +#ifndef CYTHON_INLINE + #if defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif +#ifndef CYTHON_RESTRICT + #if defined(__GNUC__) + #define CYTHON_RESTRICT __restrict__ + #elif defined(_MSC_VER) + #define CYTHON_RESTRICT __restrict + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_RESTRICT restrict + #else + #define CYTHON_RESTRICT + #endif +#endif +#ifdef NAN +#define __PYX_NAN() ((float) NAN) +#else +static CYTHON_INLINE float __PYX_NAN() { + /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and + a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is + a quiet NaN. */ + float value; + memset(&value, 0xFF, sizeof(value)); + return value; +} +#endif + + +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#else + #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) +#endif + +#ifndef __PYX_EXTERN_C + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#if defined(WIN32) || defined(MS_WINDOWS) +#define _USE_MATH_DEFINES +#endif +#include +#define __PYX_HAVE___cdec +#define __PYX_HAVE_API___cdec +#include "string.h" +#include +#include "ios" +#include "new" +#include "stdexcept" +#include "typeinfo" +#include +#include +#include +#include "utils/weights.h" +#include "utils/logval.h" +#include "utils/wordid.h" +#include "utils/small_vector.h" +#include "utils/sparse_vector.h" +#include "utils/tdict.h" +#include "utils/verbose.h" +#include "utils/fdict.h" +#include "utils/filelib.h" +#include "utils/sampler.h" +#include +#include +#include "decoder/trule.h" +#include "decoder/grammar.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/csplit.h" +#include "decoder/inside_outside.h" +#include "decoder/ff_register.h" +#include "decoder/decoder.h" +#include "observer.h" +#include "stdio.h" +#include "decoder/kbest.h" +#include "mteval/ns.h" +#include "py_scorer.h" +#include "training/utils/candidate_set.h" +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#ifdef PYREX_WITHOUT_ASSERTIONS +#define CYTHON_WITHOUT_ASSERTIONS +#endif + +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif +typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; + const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/ + +#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 +#define __PYX_DEFAULT_STRING_ENCODING "" +#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString +#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); +static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); +#define __Pyx_PyBytes_FromString PyBytes_FromString +#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char*); +#if PY_MAJOR_VERSION < 3 + #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString + #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#else + #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString + #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize +#endif +#define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((char*)s) +#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((char*)s) +#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((char*)s) +#define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((char*)s) +#if PY_MAJOR_VERSION < 3 +static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) +{ + const Py_UNICODE *u_end = u; + while (*u_end++) ; + return u_end - u - 1; +} +#else +#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen +#endif +#define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) +#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode +#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode +#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) +#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x); +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); +#if CYTHON_COMPILING_IN_CPYTHON +#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) +#else +#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) +#endif +#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII +static int __Pyx_sys_getdefaultencoding_not_ascii; +static int __Pyx_init_sys_getdefaultencoding_params() { + PyObject* sys = NULL; + PyObject* default_encoding = NULL; + PyObject* ascii_chars_u = NULL; + PyObject* ascii_chars_b = NULL; + sys = PyImport_ImportModule("sys"); + if (sys == NULL) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); + if (default_encoding == NULL) goto bad; + if (strcmp(PyBytes_AsString(default_encoding), "ascii") == 0) { + __Pyx_sys_getdefaultencoding_not_ascii = 0; + } else { + const char* default_encoding_c = PyBytes_AS_STRING(default_encoding); + char ascii_chars[128]; + int c; + for (c = 0; c < 128; c++) { + ascii_chars[c] = c; + } + __Pyx_sys_getdefaultencoding_not_ascii = 1; + ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); + if (ascii_chars_u == NULL) goto bad; + ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); + if (ascii_chars_b == NULL || strncmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { + PyErr_Format( + PyExc_ValueError, + "This module compiled with c_string_encoding=ascii, but default encoding '%s' is not a superset of ascii.", + default_encoding_c); + goto bad; + } + } + Py_XDECREF(sys); + Py_XDECREF(default_encoding); + Py_XDECREF(ascii_chars_u); + Py_XDECREF(ascii_chars_b); + return 0; +bad: + Py_XDECREF(sys); + Py_XDECREF(default_encoding); + Py_XDECREF(ascii_chars_u); + Py_XDECREF(ascii_chars_b); + return -1; +} +#endif +#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 +#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) +#else +#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) +#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT +static char* __PYX_DEFAULT_STRING_ENCODING; +static int __Pyx_init_sys_getdefaultencoding_params() { + PyObject* sys = NULL; + PyObject* default_encoding = NULL; + char* default_encoding_c; + sys = PyImport_ImportModule("sys"); + if (sys == NULL) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); + if (default_encoding == NULL) goto bad; + default_encoding_c = PyBytes_AS_STRING(default_encoding); + __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c)); + strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); + Py_DECREF(sys); + Py_DECREF(default_encoding); + return 0; +bad: + Py_XDECREF(sys); + Py_XDECREF(default_encoding); + return -1; +} +#endif +#endif + + +#ifdef __GNUC__ + /* Test for GCC > 2.95 */ + #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)) + #define likely(x) __builtin_expect(!!(x), 1) + #define unlikely(x) __builtin_expect(!!(x), 0) + #else /* __GNUC__ > 2 ... */ + #define likely(x) (x) + #define unlikely(x) (x) + #endif /* __GNUC__ > 2 ... */ +#else /* __GNUC__ */ + #define likely(x) (x) + #define unlikely(x) (x) +#endif /* __GNUC__ */ + +static PyObject *__pyx_m; +static PyObject *__pyx_d; +static PyObject *__pyx_b; +static PyObject *__pyx_empty_tuple; +static PyObject *__pyx_empty_bytes; +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * __pyx_cfilenm= __FILE__; +static const char *__pyx_filename; + + +static const char *__pyx_f[] = { + "_cdec.pyx", + "vectors.pxi", + "grammar.pxi", + "hypergraph.pxi", + "lattice.pxi", + "mteval.pxi", + "cdec.sa._sa.pxd", +}; + +/*--- Type declarations ---*/ +struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector; +struct __pyx_obj_5_cdec___pyx_scope_struct_24___init__; +struct __pyx_obj_5_cdec_NTRef; +struct __pyx_obj_5_cdec_Scorer; +struct __pyx_obj_4cdec_2sa_3_sa_IntList; +struct __pyx_obj_4cdec_2sa_3_sa_Phrase; +struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__; +struct __pyx_obj_5_cdec_Grammar; +struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines; +struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees; +struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase; +struct __pyx_obj_5_cdec_CandidateSet; +struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__; +struct __pyx_obj_5_cdec_TRule; +struct __pyx_obj_4cdec_2sa_3_sa_Rule; +struct __pyx_obj_5_cdec_MRule; +struct __pyx_obj_5_cdec_SegmentEvaluator; +struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr; +struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot; +struct __pyx_obj_5_cdec_Candidate; +struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr; +struct __pyx_obj_5_cdec_NT; +struct __pyx_obj_4cdec_2sa_3_sa_FloatList; +struct __pyx_obj_5_cdec_HypergraphEdge; +struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__; +struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__; +struct __pyx_obj_5_cdec_Decoder; +struct __pyx_obj_5_cdec_HypergraphNode; +struct __pyx_obj_5_cdec_SparseVector; +struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; +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; +struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__; +struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__; +struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr; +struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees; +struct __pyx_obj_5_cdec_Hypergraph; +struct __pyx_obj_5_cdec_Lattice; +struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample; +struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config; +struct __pyx_obj_5_cdec_TextGrammar; +struct __pyx_opt_args_5_cdec_as_str; + +/* "_cdec.pyx":6 + * cimport decoder + * + * cdef bytes as_str(data, char* error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< + * cdef bytes ret + * if isinstance(data, unicode): + */ +struct __pyx_opt_args_5_cdec_as_str { + int __pyx_n; + char *error_msg; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":25 + * cdef void read_handle(self, FILE* f) + * + * cdef class FeatureVector: # <<<<<<<<<<<<<< + * cdef IntList names + * cdef FloatList values + */ +struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa_IntList *names; + struct __pyx_obj_4cdec_2sa_3_sa_FloatList *values; +}; + + +/* "_cdec.pyx":47 + * cdef DenseVector weights + * + * def __init__(self, config_str=None, **config): # <<<<<<<<<<<<<< + * """Decoder('formalism = scfg') -> initialize from configuration string + * Decoder(formalism='scfg') -> initialize from named parameters + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_24___init__ { + PyObject_HEAD + PyObject *__pyx_v_config; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":21 + * return '[%s]' % self.cat + * + * cdef class NTRef: # <<<<<<<<<<<<<< + * cdef public unsigned ref + * def __init__(self, unsigned ref): + */ +struct __pyx_obj_5_cdec_NTRef { + PyObject_HEAD + unsigned int ref; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":121 + * 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; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":12 + * cdef void read_handle(self, FILE* f) + * + * cdef class IntList: # <<<<<<<<<<<<<< + * cdef int size + * cdef int increment + */ +struct __pyx_obj_4cdec_2sa_3_sa_IntList { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_IntList *__pyx_vtab; + int size; + int increment; + int len; + int *arr; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":29 + * cdef FloatList values + * + * cdef class Phrase: # <<<<<<<<<<<<<< + * cdef int *syms + * cdef int n, *varpos, n_vars + */ +struct __pyx_obj_4cdec_2sa_3_sa_Phrase { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase *__pyx_vtab; + int *syms; + int n; + int *varpos; + int n_vars; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 + * return candidate + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":193 + * super(MRule, self).__init__(lhs, rhs, e, scores, None) + * + * cdef class Grammar: # <<<<<<<<<<<<<< + * cdef shared_ptr[grammar.Grammar]* grammar + * + */ +struct __pyx_obj_5_cdec_Grammar { + PyObject_HEAD + boost::shared_ptr *grammar; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":63 + * def todot(self): + * """lattice.todot() -> Representation of the lattice in GraphViz dot format.""" + * def lines(): # <<<<<<<<<<<<<< + * yield 'digraph lattice {' + * yield 'rankdir = LR;' + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *__pyx_outer_scope; + PyObject *__pyx_v_delta; + PyObject *__pyx_v_i; + PyObject *__pyx_v_label; + PyObject *__pyx_v_weight; + Py_ssize_t __pyx_t_0; + PyObject *__pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); + PyObject *__pyx_t_3; + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":108 + * del hypos + * + * def sample_trees(self, unsigned n): # <<<<<<<<<<<<<< + * """hg.sample_trees(n) -> Sample of n trees from the hypergraph.""" + * cdef vector[string]* trees = new vector[string]() + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees { + PyObject_HEAD + unsigned int __pyx_v_k; + unsigned int __pyx_v_n; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + std::vector *__pyx_v_trees; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":161 + * + * property edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.hg.edges_.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":5 + * import cdec.sa._sa as _sa + * + * def _phrase(phrase): # <<<<<<<<<<<<<< + * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) + * + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase { + PyObject_HEAD + PyObject *__pyx_v_phrase; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65 + * return result + * + * cdef class CandidateSet: # <<<<<<<<<<<<<< + * cdef shared_ptr[mteval.SegmentEvaluator]* scorer + * cdef mteval.EvaluationMetric* metric + */ +struct __pyx_obj_5_cdec_CandidateSet { + PyObject_HEAD + boost::shared_ptr *scorer; + EvaluationMetric *metric; + training::CandidateSet *cs; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":167 + * + * property nodes: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.hg.nodes_.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":49 + * return TRule(lhs, f, e, scores, a) + * + * cdef class TRule: # <<<<<<<<<<<<<< + * cdef shared_ptr[grammar.TRule]* rule + * + */ +struct __pyx_obj_5_cdec_TRule { + PyObject_HEAD + boost::shared_ptr *rule; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":35 + * cdef public int chunklen(self, int k) + * + * cdef class Rule: # <<<<<<<<<<<<<< + * cdef int lhs + * cdef readonly Phrase f, e + */ +struct __pyx_obj_4cdec_2sa_3_sa_Rule { + PyObject_HEAD + int lhs; + struct __pyx_obj_4cdec_2sa_3_sa_Phrase *f; + struct __pyx_obj_4cdec_2sa_3_sa_Phrase *e; + struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *scores; + int n_scores; + PyObject *word_alignments; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":177 + * _phrase(self.f), _phrase(self.e), scores) + * + * cdef class MRule(TRule): # <<<<<<<<<<<<<< + * def __init__(self, lhs, rhs, scores): + * """MRule(lhs, rhs, scores, a=None) -> Monolingual rule. + */ +struct __pyx_obj_5_cdec_MRule { + struct __pyx_obj_5_cdec_TRule __pyx_base; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":100 + * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) + * + * cdef class SegmentEvaluator: # <<<<<<<<<<<<<< + * cdef shared_ptr[mteval.SegmentEvaluator]* scorer + * cdef mteval.EvaluationMetric* metric + */ +struct __pyx_obj_5_cdec_SegmentEvaluator { + PyObject_HEAD + boost::shared_ptr *scorer; + EvaluationMetric *metric; +}; + + +/* "_cdec.pyx":56 + * 'csplit', 'tagger', 'lexalign'): + * raise InvalidConfig('formalism "%s" unknown' % formalism) + * config_str = '\n'.join('%s = %s' % kv for kv in _make_config(config)) # <<<<<<<<<<<<<< + * cdef istringstream* config_stream = new istringstream(config_str) + * self.dec = new decoder.Decoder(config_stream) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_24___init__ *__pyx_outer_scope; + PyObject *__pyx_v_kv; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":61 + * yield self[i] + * + * def todot(self): # <<<<<<<<<<<<<< + * """lattice.todot() -> Representation of the lattice in GraphViz dot format.""" + * def lines(): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot { + PyObject_HEAD + struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":12 + * return stats + * + * cdef class Candidate: # <<<<<<<<<<<<<< + * cdef mteval.const_Candidate* candidate + * cdef public float score + */ +struct __pyx_obj_5_cdec_Candidate { + PyObject_HEAD + const training::Candidate *candidate; + float score; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":173 + * + * def __str__(self): + * scores = ' '.join('%s=%s' % feat for feat in self.scores) # <<<<<<<<<<<<<< + * return '%s ||| %s ||| %s ||| %s' % (self.lhs, + * _phrase(self.f), _phrase(self.e), scores) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *__pyx_outer_scope; + PyObject *__pyx_v_feat; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":8 + * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) + * + * cdef class NT: # <<<<<<<<<<<<<< + * cdef public bytes cat + * cdef public unsigned ref + */ +struct __pyx_obj_5_cdec_NT { + PyObject_HEAD + PyObject *cat; + unsigned int ref; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":3 + * from libc.stdio cimport FILE + * + * cdef class FloatList: # <<<<<<<<<<<<<< + * cdef int size + * cdef int increment + */ +struct __pyx_obj_4cdec_2sa_3_sa_FloatList { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_FloatList *__pyx_vtab; + int size; + int increment; + int len; + float *arr; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":196 + * return vector + * + * cdef class HypergraphEdge: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef hypergraph.HypergraphEdge* edge + */ +struct __pyx_obj_5_cdec_HypergraphEdge { + PyObject_HEAD + struct __pyx_vtabstruct_5_cdec_HypergraphEdge *__pyx_vtab; + Hypergraph *hg; + Hypergraph::Edge *edge; + struct __pyx_obj_5_cdec_TRule *trule; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":72 + * self.vector.set_value(fid, value) + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) + * cdef unsigned i + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + FastSparseVector::const_iterator *__pyx_v_it; + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":256 + * + * property in_edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.node.in_edges_.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":131 + * + * property a: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ { + PyObject_HEAD + std::vector *__pyx_v_a; + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_TRule *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":56 + * return unicode(str(self), 'utf8') + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(len(self)): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; + Py_ssize_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "_cdec.pyx":43 + * yield key, str(value) + * + * cdef class Decoder: # <<<<<<<<<<<<<< + * cdef decoder.Decoder* dec + * cdef DenseVector weights + */ +struct __pyx_obj_5_cdec_Decoder { + PyObject_HEAD + Decoder *dec; + struct __pyx_obj_5_cdec_DenseVector *weights; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":246 + * raise NotImplemented('comparison not implemented for HypergraphEdge') + * + * cdef class HypergraphNode: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef hypergraph.HypergraphNode* node + */ +struct __pyx_obj_5_cdec_HypergraphNode { + PyObject_HEAD + struct __pyx_vtabstruct_5_cdec_HypergraphNode *__pyx_vtab; + Hypergraph *hg; + Hypergraph::Node *node; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":48 + * return sparse + * + * cdef class SparseVector: # <<<<<<<<<<<<<< + * cdef FastSparseVector[weight_t]* vector + * + */ +struct __pyx_obj_5_cdec_SparseVector { + PyObject_HEAD + FastSparseVector *vector; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":262 + * + * property out_edges: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.node.out_edges_.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":32 + * self.vector[0][fid] = value + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned fid + * for fid in range(1, self.vector.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ { + PyObject_HEAD + unsigned int __pyx_v_fid; + struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":44 + * return self.stats.size() + * + * def __iter__(self): # <<<<<<<<<<<<<< + * for i in range(len(self)): + * yield self[i] + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ { + PyObject_HEAD + PyObject *__pyx_v_i; + struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self; + Py_ssize_t __pyx_t_0; + PyObject *__pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3 + * from cython.operator cimport preincrement as pinc + * + * cdef class DenseVector: # <<<<<<<<<<<<<< + * cdef vector[weight_t]* vector + * cdef bint owned # if True, do not manage memory + */ +struct __pyx_obj_5_cdec_DenseVector { + PyObject_HEAD + std::vector *vector; + int owned; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":199 + * del self.grammar + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef grammar.const_GrammarIter* root = self.grammar.get().GetRoot() + * cdef grammar.const_RuleBin* rbin = root.GetRules() + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + const RuleBin *__pyx_v_rbin; + const GrammarIter *__pyx_v_root; + struct __pyx_obj_5_cdec_Grammar *__pyx_v_self; + struct __pyx_obj_5_cdec_TRule *__pyx_v_trule; + int __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":176 + * 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 + * + * cdef class SufficientStats: # <<<<<<<<<<<<<< + * cdef mteval.SufficientStats* stats + * cdef mteval.EvaluationMetric* metric + */ +struct __pyx_obj_5_cdec_SufficientStats { + PyObject_HEAD + SufficientStats *stats; + EvaluationMetric *metric; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":49 + * return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') + * + * def kbest(self, size): # <<<<<<<<<<<<<< + * """hg.kbest(size) -> List of k-best hypotheses in the hypergraph.""" + * cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal]* derivations = new kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal](self.hg[0], size) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest { + PyObject_HEAD + KBest::KBestDerivations,ESentenceTraversal>::Derivation *__pyx_v_derivation; + KBest::KBestDerivations,ESentenceTraversal> *__pyx_v_derivations; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_size; + unsigned int __pyx_t_0; + long __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":81 + * del e_derivations + * + * def kbest_features(self, size): # <<<<<<<<<<<<<< + * """hg.kbest_trees(size) -> List of k-best feature vectors in the hypergraph.""" + * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features { + PyObject_HEAD + KBest::KBestDerivations,FeatureVectorTraversal>::Derivation *__pyx_v_derivation; + KBest::KBestDerivations,FeatureVectorTraversal> *__pyx_v_derivations; + struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_size; + unsigned int __pyx_t_0; + long __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":216 + * + * property tail_nodes: + * def __get__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.edge.tail_nodes_.size()): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self; + unsigned int __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":172 + * self.rule.get().lhs_ = -TDConvert(( lhs).cat) + * + * def __str__(self): # <<<<<<<<<<<<<< + * scores = ' '.join('%s=%s' % feat for feat in self.scores) + * return '%s ||| %s ||| %s ||| %s' % (self.lhs, + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ { + PyObject_HEAD + struct __pyx_obj_5_cdec_TRule *__pyx_v_self; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":6 + * + * def _phrase(phrase): + * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) # <<<<<<<<<<<<<< + * + * cdef class NT: + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr { + PyObject_HEAD + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *__pyx_outer_scope; + PyObject *__pyx_v_w; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":62 + * del derivations + * + * def kbest_trees(self, size): # <<<<<<<<<<<<<< + * """hg.kbest_trees(size) -> List of k-best trees in the hypergraph.""" + * cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal]* f_derivations = new kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal](self.hg[0], size) + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees { + PyObject_HEAD + KBest::KBestDerivations,ETreeTraversal>::Derivation *__pyx_v_e_derivation; + KBest::KBestDerivations,ETreeTraversal> *__pyx_v_e_derivations; + PyObject *__pyx_v_e_tree; + KBest::KBestDerivations,FTreeTraversal>::Derivation *__pyx_v_f_derivation; + KBest::KBestDerivations,FTreeTraversal> *__pyx_v_f_derivations; + PyObject *__pyx_v_f_tree; + unsigned int __pyx_v_k; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + PyObject *__pyx_v_size; + unsigned int __pyx_t_0; + long __pyx_t_1; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":4 + * cimport kbest + * + * cdef class Hypergraph: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef MT19937* rng + */ +struct __pyx_obj_5_cdec_Hypergraph { + PyObject_HEAD + struct __pyx_vtabstruct_5_cdec_Hypergraph *__pyx_vtab; + Hypergraph *hg; + MT19937 *rng; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":3 + * cimport lattice + * + * cdef class Lattice: # <<<<<<<<<<<<<< + * cdef lattice.Lattice* lattice + * + */ +struct __pyx_obj_5_cdec_Lattice { + PyObject_HEAD + Lattice *lattice; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":97 + * del derivations + * + * def sample(self, unsigned n): # <<<<<<<<<<<<<< + * """hg.sample(n) -> Sample of n hypotheses from the hypergraph.""" + * cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample { + PyObject_HEAD + std::vector *__pyx_v_hypos; + unsigned int __pyx_v_k; + unsigned int __pyx_v_n; + struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; + size_t __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "_cdec.pyx":32 + * SetSilent(yn) + * + * def _make_config(config): # <<<<<<<<<<<<<< + * for key, value in config.items(): + * if isinstance(value, dict): + */ +struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config { + PyObject_HEAD + PyObject *__pyx_v_config; + PyObject *__pyx_v_info; + PyObject *__pyx_v_key; + PyObject *__pyx_v_name; + PyObject *__pyx_v_value; + PyObject *__pyx_t_0; + PyObject *__pyx_t_1; + Py_ssize_t __pyx_t_2; + PyObject *(*__pyx_t_3)(PyObject *); + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":217 + * self.grammar.get().SetGrammarName(name) + * + * cdef class TextGrammar(Grammar): # <<<<<<<<<<<<<< + * def __init__(self, rules): + * """TextGrammar(rules) -> SCFG Grammar containing the rules.""" + */ +struct __pyx_obj_5_cdec_TextGrammar { + struct __pyx_obj_5_cdec_Grammar __pyx_base; +}; + + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":4 + * cimport kbest + * + * cdef class Hypergraph: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef MT19937* rng + */ + +struct __pyx_vtabstruct_5_cdec_Hypergraph { + MT19937 *(*_rng)(struct __pyx_obj_5_cdec_Hypergraph *); +}; +static struct __pyx_vtabstruct_5_cdec_Hypergraph *__pyx_vtabptr_5_cdec_Hypergraph; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":196 + * return vector + * + * cdef class HypergraphEdge: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef hypergraph.HypergraphEdge* edge + */ + +struct __pyx_vtabstruct_5_cdec_HypergraphEdge { + PyObject *(*init)(struct __pyx_obj_5_cdec_HypergraphEdge *, Hypergraph *, unsigned int); +}; +static struct __pyx_vtabstruct_5_cdec_HypergraphEdge *__pyx_vtabptr_5_cdec_HypergraphEdge; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":12 + * cdef void read_handle(self, FILE* f) + * + * cdef class IntList: # <<<<<<<<<<<<<< + * cdef int size + * cdef int increment + */ + +struct __pyx_vtabstruct_4cdec_2sa_3_sa_IntList { + void (*set)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, int, int); + void (*_append)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, int); + void (*_extend)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, struct __pyx_obj_4cdec_2sa_3_sa_IntList *); + void (*_extend_arr)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, int *, int); + void (*_clear)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *); + void (*write_handle)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, FILE *); + void (*read_handle)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, FILE *); +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_IntList *__pyx_vtabptr_4cdec_2sa_3_sa_IntList; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":3 + * from libc.stdio cimport FILE + * + * cdef class FloatList: # <<<<<<<<<<<<<< + * cdef int size + * cdef int increment + */ + +struct __pyx_vtabstruct_4cdec_2sa_3_sa_FloatList { + void (*set)(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *, int, float); + void (*write_handle)(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *, FILE *); + void (*read_handle)(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *, FILE *); +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_FloatList *__pyx_vtabptr_4cdec_2sa_3_sa_FloatList; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":29 + * cdef FloatList values + * + * cdef class Phrase: # <<<<<<<<<<<<<< + * cdef int *syms + * cdef int n, *varpos, n_vars + */ + +struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase { + int (*chunkpos)(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, int); + int (*chunklen)(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, int); +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase *__pyx_vtabptr_4cdec_2sa_3_sa_Phrase; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":246 + * raise NotImplemented('comparison not implemented for HypergraphEdge') + * + * cdef class HypergraphNode: # <<<<<<<<<<<<<< + * cdef hypergraph.Hypergraph* hg + * cdef hypergraph.HypergraphNode* node + */ + +struct __pyx_vtabstruct_5_cdec_HypergraphNode { + PyObject *(*init)(struct __pyx_obj_5_cdec_HypergraphNode *, Hypergraph *, unsigned int); +}; +static struct __pyx_vtabstruct_5_cdec_HypergraphNode *__pyx_vtabptr_5_cdec_HypergraphNode; +#ifndef CYTHON_REFNANNY + #define CYTHON_REFNANNY 0 +#endif +#if CYTHON_REFNANNY + typedef struct { + void (*INCREF)(void*, PyObject*, int); + void (*DECREF)(void*, PyObject*, int); + void (*GOTREF)(void*, PyObject*, int); + void (*GIVEREF)(void*, PyObject*, int); + void* (*SetupContext)(const char*, int, const char*); + void (*FinishContext)(void**); + } __Pyx_RefNannyAPIStruct; + static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL; + static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname); /*proto*/ + #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL; +#ifdef WITH_THREAD + #define __Pyx_RefNannySetupContext(name, acquire_gil) \ + if (acquire_gil) { \ + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); \ + __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \ + PyGILState_Release(__pyx_gilstate_save); \ + } else { \ + __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); 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r = NULL; __Pyx_DECREF(tmp);} while(0) +#define __Pyx_XCLEAR(r) do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0) + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) { + PyTypeObject* tp = Py_TYPE(obj); + if (likely(tp->tp_getattro)) + return tp->tp_getattro(obj, attr_name); +#if PY_MAJOR_VERSION < 3 + if (likely(tp->tp_getattr)) + return tp->tp_getattr(obj, PyString_AS_STRING(attr_name)); +#endif + return PyObject_GetAttr(obj, attr_name); +} +#else +#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) +#endif + +static PyObject *__Pyx_GetBuiltinName(PyObject *name); /*proto*/ + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ + +static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, + Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/ + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact); /*proto*/ + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ + +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); + +static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/ + +static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ + PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \ + const char* function_name); /*proto*/ + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) +#endif + +#if CYTHON_COMPILING_IN_CPYTHON +#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o,n,NULL) +static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) { + PyTypeObject* tp = Py_TYPE(obj); + if (likely(tp->tp_setattro)) + return tp->tp_setattro(obj, attr_name, value); +#if PY_MAJOR_VERSION < 3 + if (likely(tp->tp_setattr)) + return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value); +#endif + return PyObject_SetAttr(obj, attr_name, value); +} +#else +#define __Pyx_PyObject_DelAttrStr(o,n) PyObject_DelAttr(o,n) +#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v) +#endif + +static PyObject* __Pyx_PyObject_CallMethodTuple(PyObject* obj, PyObject* method_name, PyObject* args) { + PyObject *method, *result = NULL; + if (unlikely(!args)) return NULL; + method = __Pyx_PyObject_GetAttrStr(obj, method_name); + if (unlikely(!method)) goto bad; + result = PyObject_Call(method, args, NULL); + Py_DECREF(method); +bad: + Py_DECREF(args); + return result; +} +#define __Pyx_PyObject_CallMethod3(obj, name, arg1, arg2, arg3) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(3, arg1, arg2, arg3)) +#define __Pyx_PyObject_CallMethod2(obj, name, arg1, arg2) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(2, arg1, arg2)) +#define __Pyx_PyObject_CallMethod1(obj, name, arg1) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(1, arg1)) +#define __Pyx_PyObject_CallMethod0(obj, name) \ + __Pyx_PyObject_CallMethodTuple(obj, name, (Py_INCREF(__pyx_empty_tuple), __pyx_empty_tuple)) + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x); /*proto*/ + +#define __Pyx_GetItemInt(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_Fast(o, i, is_list, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +#define __Pyx_GetItemInt_List(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_List_Fast(o, i, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_Tuple_Fast(o, i, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck); + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE int __Pyx_IterFinish(void); /*proto*/ + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ + +static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name); /*proto*/ + +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename); /*proto*/ + +static CYTHON_INLINE int __Pyx_PyDict_Contains(PyObject* item, PyObject* dict, int eq) { + int result = PyDict_Contains(dict, item); + return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); +} + +#define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL) +static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject *, PyObject *); /*proto*/ + +#define __Pyx_CyFunction_USED 1 +#include +#define __Pyx_CYFUNCTION_STATICMETHOD 0x01 +#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 +#define __Pyx_CYFUNCTION_CCLASS 0x04 +#define __Pyx_CyFunction_GetClosure(f) \ + (((__pyx_CyFunctionObject *) (f))->func_closure) +#define __Pyx_CyFunction_GetClassObj(f) \ + (((__pyx_CyFunctionObject *) (f))->func_classobj) +#define __Pyx_CyFunction_Defaults(type, f) \ + ((type *)(((__pyx_CyFunctionObject *) (f))->defaults)) +#define __Pyx_CyFunction_SetDefaultsGetter(f, g) \ + ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g) +typedef struct { + PyCFunctionObject func; + int flags; + PyObject *func_dict; + PyObject *func_weakreflist; + PyObject *func_name; + PyObject *func_qualname; + PyObject *func_doc; + PyObject *func_code; + PyObject *func_closure; + PyObject *func_classobj; /* No-args super() class cell */ + void *defaults; + int defaults_pyobjects; + PyObject *defaults_tuple; /* Const defaults tuple */ + PyObject *defaults_kwdict; /* Const kwonly defaults dict */ + PyObject *(*defaults_getter)(PyObject *); + PyObject *func_annotations; /* function annotations dict */ +} __pyx_CyFunctionObject; +static PyTypeObject *__pyx_CyFunctionType = 0; +#define __Pyx_CyFunction_NewEx(ml, flags, qualname, self, module, code) \ + __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, qualname, self, module, code) +static PyObject *__Pyx_CyFunction_New(PyTypeObject *, PyMethodDef *ml, + int flags, PyObject* qualname, + PyObject *self, PyObject *module, + PyObject* code); +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m, + size_t size, + int pyobjects); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, + PyObject *tuple); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m, + PyObject *dict); +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m, + PyObject *dict); +static int __Pyx_CyFunction_init(void); + +static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value); /*proto*/ + +static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ +#if CYTHON_COMPILING_IN_PYPY +#define __Pyx_PyObject_AsDouble(obj) \ +(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \ + likely(PyInt_CheckExact(obj)) ? \ + PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj)) +#else +#define __Pyx_PyObject_AsDouble(obj) \ +((likely(PyFloat_CheckExact(obj))) ? \ + PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj)) +#endif + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +#include + +static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ + +static void* __Pyx_GetVtable(PyObject *dict); /*proto*/ + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); /*proto*/ + +static PyObject *__Pyx_FindPy2Metaclass(PyObject *bases); /*proto*/ + +static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *name, + PyObject *qualname, PyObject *modname); /*proto*/ + +#ifndef __Pyx_CppExn2PyErr +#include +#include +#include +#include +static void __Pyx_CppExn2PyErr() { + try { + if (PyErr_Occurred()) + ; // let the latest Python exn pass through and ignore the current one + else + throw; + } catch (const std::bad_alloc& exn) { + PyErr_SetString(PyExc_MemoryError, exn.what()); + } catch (const std::bad_cast& exn) { + PyErr_SetString(PyExc_TypeError, exn.what()); + } catch (const std::domain_error& exn) { + PyErr_SetString(PyExc_ValueError, exn.what()); + } catch (const std::invalid_argument& exn) { + PyErr_SetString(PyExc_ValueError, exn.what()); + } catch (const std::ios_base::failure& exn) { + PyErr_SetString(PyExc_IOError, exn.what()); + } catch (const std::out_of_range& exn) { + PyErr_SetString(PyExc_IndexError, exn.what()); + } catch (const std::overflow_error& exn) { + PyErr_SetString(PyExc_OverflowError, exn.what()); + } catch (const std::range_error& exn) { + PyErr_SetString(PyExc_ArithmeticError, exn.what()); + } catch (const std::underflow_error& exn) { + PyErr_SetString(PyExc_ArithmeticError, exn.what()); + } catch (const std::exception& exn) { + PyErr_SetString(PyExc_RuntimeError, exn.what()); + } + catch (...) + { + PyErr_SetString(PyExc_RuntimeError, "Unknown exception"); + } +} +#endif + +static CYTHON_INLINE WordID __Pyx_PyInt_from_py_WordID(PyObject *); + +static PyObject* __Pyx_Globals(void); /*proto*/ + +static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *); + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *); + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *); + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *); + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *); + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *); + +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *); + +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *); + +static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *); + +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *); + +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); + +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +#define __Pyx_Generator_USED +#include +#include +typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); +typedef struct { + PyObject_HEAD + __pyx_generator_body_t body; + PyObject *closure; + PyObject *exc_type; + PyObject *exc_value; + PyObject *exc_traceback; + PyObject *gi_weakreflist; + PyObject *classobj; + PyObject *yieldfrom; + int resume_label; + char is_running; // using T_BOOL for property below requires char value +} __pyx_GeneratorObject; +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure); +static int __pyx_Generator_init(void); +static int __Pyx_Generator_clear(PyObject* self); +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue); +#else +#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue) +#endif + +static int __Pyx_check_binary_version(void); + +#if !defined(__Pyx_PyIdentifier_FromString) +#if PY_MAJOR_VERSION < 3 + #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s) +#else + #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s) +#endif +#endif + +static PyObject *__Pyx_ImportModule(const char *name); /*proto*/ + +static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); /*proto*/ + +static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig); /*proto*/ + +typedef struct { + int code_line; + PyCodeObject* code_object; +} __Pyx_CodeObjectCacheEntry; +struct __Pyx_CodeObjectCache { + int count; + int max_count; + __Pyx_CodeObjectCacheEntry* entries; +}; +static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); +static PyCodeObject *__pyx_find_code_object(int code_line); +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); + +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename); /*proto*/ + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ + + +/* Module declarations from 'libc.string' */ + +/* Module declarations from 'libcpp.string' */ + +/* Module declarations from 'libcpp.vector' */ + +/* Module declarations from 'libcpp.utility' */ + +/* Module declarations from 'libcpp.pair' */ + +/* Module declarations from 'utils' */ + +/* Module declarations from 'grammar' */ + +/* Module declarations from 'lattice' */ + +/* Module declarations from 'hypergraph' */ + +/* Module declarations from 'decoder' */ + +/* Module declarations from 'libc.stdio' */ + +/* Module declarations from 'cdec.sa._sa' */ +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_FloatList = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_IntList = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_FeatureVector = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Phrase = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Rule = 0; +static char *(*__pyx_f_4cdec_2sa_3_sa_sym_tostring)(int); /*proto*/ +static char *(*__pyx_f_4cdec_2sa_3_sa_sym_tocat)(int); /*proto*/ +static int (*__pyx_f_4cdec_2sa_3_sa_sym_isvar)(int); /*proto*/ +static int (*__pyx_f_4cdec_2sa_3_sa_sym_getindex)(int); /*proto*/ + +/* Module declarations from 'kbest' */ + +/* Module declarations from 'mteval' */ + +/* Module declarations from '_cdec' */ +static PyTypeObject *__pyx_ptype_5_cdec_Scorer = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_24___init__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec_NTRef = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_22___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Grammar = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_20_lines = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_12_sample_trees = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_13___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_2__phrase = 0; +static PyTypeObject *__pyx_ptype_5_cdec_CandidateSet = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_14___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec_TRule = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_3_genexpr = 0; +static PyTypeObject *__pyx_ptype_5_cdec_MRule = 0; +static PyTypeObject *__pyx_ptype_5_cdec_SegmentEvaluator = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_25_genexpr = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_19_todot = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Candidate = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_6_genexpr = 0; +static PyTypeObject *__pyx_ptype_5_cdec_NT = 0; +static PyTypeObject *__pyx_ptype_5_cdec_HypergraphEdge = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_16___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_18___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; +static PyTypeObject *__pyx_ptype_5_cdec_HypergraphNode = 0; +static PyTypeObject *__pyx_ptype_5_cdec_SparseVector = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_17___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_21___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec_DenseVector = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Metric = 0; +static PyTypeObject *__pyx_ptype_5_cdec_SufficientStats = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8_kbest = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_10_kbest_features = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_15___get__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5___str__ = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_9_kbest_trees = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; +static PyTypeObject *__pyx_ptype_5_cdec_Lattice = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_11_sample = 0; +static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_23__make_config = 0; +static PyTypeObject *__pyx_ptype_5_cdec_TextGrammar = 0; +static PyObject *__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_TRule *__pyx_f_5_cdec_convert_rule(struct __pyx_obj_4cdec_2sa_3_sa_Rule *); /*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 *, SufficientStats *); /*proto*/ +static std::string __pyx_convert_string_from_py_(PyObject *); /*proto*/ +#define __Pyx_MODULE_NAME "_cdec" +int __pyx_module_is_main__cdec = 0; + +/* Implementation of '_cdec' */ +static PyObject *__pyx_builtin_Exception; +static PyObject *__pyx_builtin_TypeError; +static PyObject *__pyx_builtin_KeyError; +static PyObject *__pyx_builtin_range; +static PyObject *__pyx_builtin_NotImplemented; +static PyObject *__pyx_builtin_super; +static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_eval; +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_IndexError; +static PyObject *__pyx_builtin_open; +static int __pyx_pf_5_cdec_11DenseVector___init__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static void __pyx_pf_5_cdec_11DenseVector_2__dealloc__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_11DenseVector_4__len__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_6__getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static int __pyx_pf_5_cdec_11DenseVector_8__setitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_10__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_13dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_11DenseVector_15tosparse(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector___init__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static void __pyx_pf_5_cdec_12SparseVector_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_4copy(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_6__getitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector_8__setitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_10__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_13dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_15__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_17__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_12SparseVector_19__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_21__neg__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_23__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_25__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_27__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +#if PY_MAJOR_VERSION < 3 +static PyObject *__pyx_pf_5_cdec_12SparseVector_29__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ +#endif +static PyObject *__pyx_pf_5_cdec_12SparseVector_31__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_33__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_5_cdec_12SparseVector_35__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +#if PY_MAJOR_VERSION < 3 +static PyObject *__pyx_pf_5_cdec_12SparseVector_37__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +#endif +static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_phrase); /* proto */ +static int __pyx_pf_5_cdec_2NT___init__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_cat, unsigned int __pyx_v_ref); /* proto */ +static PyObject *__pyx_pf_5_cdec_2NT_2__str__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_2NT_3cat___get__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_2NT_3cat_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_5_cdec_2NT_3cat_4__del__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_2NT_3ref___get__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_2NT_3ref_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_5_cdec_5NTRef___init__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, unsigned int __pyx_v_ref); /* proto */ +static PyObject *__pyx_pf_5_cdec_5NTRef_2__str__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5NTRef_3ref___get__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5NTRef_3ref_2__set__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_5_cdec_5TRule___init__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_lhs, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_a); /* proto */ +static void __pyx_pf_5_cdec_5TRule_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_5arity___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_1f___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5TRule_1f_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_1e___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5TRule_1e_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_e); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_1a___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5TRule_1a_3__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_a); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_6scores___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5TRule_6scores_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_scores); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_3lhs___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5TRule_3lhs_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_lhs); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_5TRule_4__str__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_5MRule___init__(struct __pyx_obj_5_cdec_MRule *__pyx_v_self, PyObject *__pyx_v_lhs, PyObject *__pyx_v_rhs, PyObject *__pyx_v_scores); /* proto */ +static void __pyx_pf_5_cdec_7Grammar___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Grammar_2__iter__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Grammar_4name___get__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_7Grammar_4name_2__set__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ +static int __pyx_pf_5_cdec_11TextGrammar___init__(struct __pyx_obj_5_cdec_TextGrammar *__pyx_v_self, PyObject *__pyx_v_rules); /* proto */ +static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_forest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_10viterbi_joshua(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_12kbest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_15kbest_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_18kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_21sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_24sample_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_27intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_29prune(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_beam_alpha, PyObject *__pyx_v_density, PyObject *__pyx_v_kwargs); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_31lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_33plf(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_35reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_5edges___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_5nodes___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_4goal___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_6npaths___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_10Hypergraph_37inside_outside(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_14HypergraphEdge___len__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_9head_node___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_10tail_nodes___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4span___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_8src_span___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_14feature_values___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4prob___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_2__richcmp__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_y, int __pyx_v_op); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_5trule___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_2__set__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_4__del__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_4span___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode_3cat___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_14HypergraphNode___richcmp__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_y, int __pyx_v_op); /* proto */ +static int __pyx_pf_5_cdec_7Lattice___cinit__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_7Lattice_2__init__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ +static void __pyx_pf_5_cdec_7Lattice_4__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_6__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */ +static int __pyx_pf_5_cdec_7Lattice_8__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_7Lattice_10__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_12__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_14__unicode__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_16__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_5todot_lines(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_19todot(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Lattice_21as_hypergraph(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9Candidate_4fmap___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_9Candidate_5score___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_9Candidate_5score_2__set__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static void __pyx_pf_5_cdec_15SufficientStats___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_5score___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_6detail___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__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 */ +static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, int __pyx_v_k); /* proto */ +static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph, unsigned int __pyx_v_k); /* proto */ +static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, PyObject *__pyx_v_sentence); /* proto */ +static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, 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_2set_silent(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_yn); /* proto */ +static PyObject *__pyx_pf_5_cdec_4_make_config(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_config); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_8__init___genexpr(PyObject *__pyx_self); /* proto */ +static int __pyx_pf_5_cdec_7Decoder___init__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_config_str, PyObject *__pyx_v_config); /* proto */ +static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ +static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_9formalism___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ +static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_sentence, PyObject *__pyx_v_grammar); /* proto */ +static PyObject *__pyx_tp_new_5_cdec_Scorer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_24___init__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_NTRef(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_22___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_Grammar(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_20_lines(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_12_sample_trees(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_13___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2__phrase(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_CandidateSet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_14___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_TRule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_MRule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_25_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_19_todot(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_NT(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_HypergraphEdge(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_16___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_18___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_HypergraphNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_17___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_21___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_DenseVector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_Metric(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_SufficientStats(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_kbest(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10_kbest_features(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_15___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5___str__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9_kbest_trees(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_Lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_11_sample(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_23__make_config(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_5_cdec_TextGrammar(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static char __pyx_k_1[] = "Cannot convert type %s to str"; +static char __pyx_k_3[] = "cannot take the dot product of %s and SparseVector"; +static char __pyx_k_4[] = "comparison not implemented for SparseVector"; +static char __pyx_k_7[] = " "; +static char __pyx_k_8[] = "[%s,%d]"; +static char __pyx_k_9[] = "[%s]"; +static char __pyx_k_10[] = "[%d]"; +static char __pyx_k_11[] = "%s=%s"; +static char __pyx_k_12[] = "%s ||| %s ||| %s ||| %s"; +static char __pyx_k_13[] = "the grammar should contain TRule objects"; +static char __pyx_k_15[] = "cannot intersect hypergraph with %s"; +static char __pyx_k_16[] = "csplit_preserve_full_word"; +static char __pyx_k_17[] = "cannot reweight hypergraph with %s"; +static char __pyx_k_18[] = "comparison not implemented for HypergraphEdge"; +static char __pyx_k_20[] = "comparison not implemented for HypergraphNode"; +static char __pyx_k_22[] = "cannot create lattice from %s"; +static char __pyx_k_23[] = "lattice index out of range"; +static char __pyx_k_26[] = "digraph lattice {"; + static char __pyx_k_27[] = "rankdir = LR;"; + static char __pyx_k_28[] = "node [shape=circle];"; + static char __pyx_k_29[] = "%d -> %d [label=\"%s\"];"; + static char __pyx_k_30[] = "\""; + static char __pyx_k_31[] = "\\\""; + static char __pyx_k_33[] = "%d [shape=doublecircle]"; +static char __pyx_k_34[] = "}"; +static char __pyx_k_37[] = "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi"; +static char __pyx_k_38[] = "Lattice.todot..lines"; +static char __pyx_k_39[] = "\n"; +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_47[] = "formalism \"%s\" unknown"; +static char __pyx_k_48[] = "cannot initialize weights with %s"; +static char __pyx_k_49[] = "#"; +static char __pyx_k_52[] = "Cannot translate input type %s"; +static char __pyx_k_53[] = "cdec.sa._sa"; +static char __pyx_k_54[] = "*"; +static char __pyx_k_57[] = "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi"; +static char __pyx_k_65[] = "/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"; +static char __pyx_k__i[] = "i"; +static char __pyx_k__k[] = "k"; +static char __pyx_k__pb[] = "pb"; +static char __pyx_k__yn[] = "yn"; +static char __pyx_k__CER[] = "CER"; +static char __pyx_k__SSK[] = "SSK"; +static char __pyx_k__TER[] = "TER"; +static char __pyx_k___sa[] = "_sa"; +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"; +static char __pyx_k__plf[] = "plf"; +static char __pyx_k__ref[] = "ref"; +static char __pyx_k__rhs[] = "rhs"; +static char __pyx_k__BLEU[] = "BLEU"; +static char __pyx_k__QCRI[] = "QCRI"; +static char __pyx_k__args[] = "args"; +static char __pyx_k__eval[] = "eval"; +static char __pyx_k__info[] = "info"; +static char __pyx_k__join[] = "join"; +static char __pyx_k__name[] = "name"; +static char __pyx_k__open[] = "open"; +static char __pyx_k__refs[] = "refs"; +static char __pyx_k__scfg[] = "scfg"; +static char __pyx_k__self[] = "self"; +static char __pyx_k__send[] = "send"; +static char __pyx_k__span[] = "span"; +static char __pyx_k__utf8[] = "utf8"; +static char __pyx_k___cdec[] = "_cdec"; +static char __pyx_k__close[] = "close"; +static char __pyx_k__delta[] = "delta"; +static char __pyx_k__items[] = "items"; +static char __pyx_k__label[] = "label"; +static char __pyx_k__lines[] = "lines"; +static char __pyx_k__range[] = "range"; 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Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_24___init__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_24___init__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_24___init__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_24___init__, /*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_NTRef(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_NTRef(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_5NTRef_ref(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5NTRef_3ref_1__get__(o); +} + +static int __pyx_setprop_5_cdec_5NTRef_ref(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_5NTRef_3ref_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_NTRef[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_NTRef[] = { + {(char *)"ref", __pyx_getprop_5_cdec_5NTRef_ref, __pyx_setprop_5_cdec_5NTRef_ref, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec_NTRef = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.NTRef"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_NTRef), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_NTRef, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_5_cdec_5NTRef_3__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|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_NTRef, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_NTRef, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + __pyx_pw_5_cdec_5NTRef_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_NTRef, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ *__pyx_freelist_5_cdec___pyx_scope_struct_22___iter__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_22___iter__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_22___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_22___iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_22___iter__[--__pyx_freecount_5_cdec___pyx_scope_struct_22___iter__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_22___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_22___iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_22___iter__[__pyx_freecount_5_cdec___pyx_scope_struct_22___iter__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_22___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_22___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_CandidateSet *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_22___iter__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_22___iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_22___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_22___iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_22___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_22___iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_22___iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_22___iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Grammar(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Grammar(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_7Grammar_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_7Grammar_name(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_7Grammar_4name_1__get__(o); +} + +static int __pyx_setprop_5_cdec_7Grammar_name(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_7Grammar_4name_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_Grammar[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_Grammar[] = { + {(char *)"name", __pyx_getprop_5_cdec_7Grammar_name, __pyx_setprop_5_cdec_7Grammar_name, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec_Grammar = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Grammar"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Grammar), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Grammar, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_7Grammar_3__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Grammar, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_Grammar, /*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_Grammar, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines *__pyx_freelist_5_cdec___pyx_scope_struct_20_lines[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_20_lines = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_20_lines(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_20_lines > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_20_lines[--__pyx_freecount_5_cdec___pyx_scope_struct_20_lines]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_delta = 0; + p->__pyx_v_i = 0; + p->__pyx_v_label = 0; + p->__pyx_v_weight = 0; + p->__pyx_t_1 = 0; + p->__pyx_t_3 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_delta); + Py_CLEAR(p->__pyx_v_i); + Py_CLEAR(p->__pyx_v_label); + Py_CLEAR(p->__pyx_v_weight); + Py_CLEAR(p->__pyx_t_1); + Py_CLEAR(p->__pyx_t_3); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_20_lines < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines))) { + __pyx_freelist_5_cdec___pyx_scope_struct_20_lines[__pyx_freecount_5_cdec___pyx_scope_struct_20_lines++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_20_lines(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_delta) { + e = (*v)(p->__pyx_v_delta, a); if (e) return e; + } + if (p->__pyx_v_i) { + e = (*v)(p->__pyx_v_i, a); if (e) return e; + } + if (p->__pyx_v_label) { + e = (*v)(p->__pyx_v_label, a); if (e) return e; + } + if (p->__pyx_v_weight) { + e = (*v)(p->__pyx_v_weight, a); if (e) return e; + } + if (p->__pyx_t_1) { + e = (*v)(p->__pyx_t_1, a); if (e) return e; + } + if (p->__pyx_t_3) { + e = (*v)(p->__pyx_t_3, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_20_lines(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_delta); + p->__pyx_v_delta = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_i); + p->__pyx_v_i = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_label); + p->__pyx_v_label = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_weight); + p->__pyx_v_weight = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_1); + p->__pyx_t_1 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_3); + p->__pyx_t_3 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_20_lines[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_20_lines = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_20_lines"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_20_lines, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_20_lines, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_20_lines, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_20_lines, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_20_lines, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees *__pyx_freelist_5_cdec___pyx_scope_struct_12_sample_trees[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_12_sample_trees = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_12_sample_trees(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_12_sample_trees > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_12_sample_trees[--__pyx_freecount_5_cdec___pyx_scope_struct_12_sample_trees]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_12_sample_trees(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_12_sample_trees < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees))) { + __pyx_freelist_5_cdec___pyx_scope_struct_12_sample_trees[__pyx_freecount_5_cdec___pyx_scope_struct_12_sample_trees++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_12_sample_trees(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_12_sample_trees(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_12_sample_trees[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_12_sample_trees = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_12_sample_trees"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_12_sample_trees, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_12_sample_trees, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_12_sample_trees, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_12_sample_trees, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_12_sample_trees, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *__pyx_freelist_5_cdec___pyx_scope_struct_13___get__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_13___get__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_13___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_13___get__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_13___get__[--__pyx_freecount_5_cdec___pyx_scope_struct_13___get__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_13___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_13___get__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_13___get__[__pyx_freecount_5_cdec___pyx_scope_struct_13___get__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_13___get__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_13___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_13___get__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_13___get__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_13___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_13___get__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_13___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_13___get__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_13___get__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_13___get__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *__pyx_freelist_5_cdec___pyx_scope_struct_2__phrase[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_2__phrase = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2__phrase(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_2__phrase > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_2__phrase[--__pyx_freecount_5_cdec___pyx_scope_struct_2__phrase]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)o); + p->__pyx_v_phrase = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2__phrase(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_phrase); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_2__phrase < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase))) { + __pyx_freelist_5_cdec___pyx_scope_struct_2__phrase[__pyx_freecount_5_cdec___pyx_scope_struct_2__phrase++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_2__phrase(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)o; + if (p->__pyx_v_phrase) { + e = (*v)(p->__pyx_v_phrase, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_2__phrase(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_phrase); + p->__pyx_v_phrase = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_2__phrase[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_2__phrase = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_2__phrase"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_2__phrase, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_2__phrase, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_2__phrase, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_2__phrase, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_2__phrase, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_CandidateSet(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + if (unlikely(__pyx_pw_5_cdec_12CandidateSet_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_5_cdec_CandidateSet(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_12CandidateSet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_5_cdec_CandidateSet(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyMethodDef __pyx_methods_5_cdec_CandidateSet[] = { + {__Pyx_NAMESTR("add_kbest"), (PyCFunction)__pyx_pw_5_cdec_12CandidateSet_12add_kbest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_5_cdec_12CandidateSet_11add_kbest)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_CandidateSet, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_CandidateSet = { + __pyx_pw_5_cdec_12CandidateSet_5__len__, /*mp_length*/ + __pyx_pw_5_cdec_12CandidateSet_7__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_5_cdec_CandidateSet = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.CandidateSet"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_CandidateSet), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_CandidateSet, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_CandidateSet, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_CandidateSet, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_12CandidateSet_9__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_CandidateSet, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_CandidateSet, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *__pyx_freelist_5_cdec___pyx_scope_struct_14___get__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_14___get__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_14___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_14___get__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_14___get__[--__pyx_freecount_5_cdec___pyx_scope_struct_14___get__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_14___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_14___get__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_14___get__[__pyx_freecount_5_cdec___pyx_scope_struct_14___get__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_14___get__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_14___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_14___get__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_14___get__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_14___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_14___get__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_14___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_14___get__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_14___get__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_14___get__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_TRule(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_TRule(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_5TRule_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_arity(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_5arity_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_f(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_1f_1__get__(o); +} + +static int __pyx_setprop_5_cdec_5TRule_f(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_5TRule_1f_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_e(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_1e_1__get__(o); +} + +static int __pyx_setprop_5_cdec_5TRule_e(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_5TRule_1e_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_a(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_1a_1__get__(o); +} + +static int __pyx_setprop_5_cdec_5TRule_a(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_5TRule_1a_4__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_scores(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_6scores_1__get__(o); +} + +static int __pyx_setprop_5_cdec_5TRule_scores(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_5TRule_6scores_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_5TRule_lhs(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_5TRule_3lhs_1__get__(o); +} + +static int __pyx_setprop_5_cdec_5TRule_lhs(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_5TRule_3lhs_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_TRule[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_TRule[] = { + {(char *)"arity", __pyx_getprop_5_cdec_5TRule_arity, 0, 0, 0}, + {(char *)"f", __pyx_getprop_5_cdec_5TRule_f, __pyx_setprop_5_cdec_5TRule_f, 0, 0}, + {(char *)"e", __pyx_getprop_5_cdec_5TRule_e, __pyx_setprop_5_cdec_5TRule_e, 0, 0}, + {(char *)"a", __pyx_getprop_5_cdec_5TRule_a, __pyx_setprop_5_cdec_5TRule_a, 0, 0}, + {(char *)"scores", __pyx_getprop_5_cdec_5TRule_scores, __pyx_setprop_5_cdec_5TRule_scores, 0, 0}, + {(char *)"lhs", __pyx_getprop_5_cdec_5TRule_lhs, __pyx_setprop_5_cdec_5TRule_lhs, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec_TRule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.TRule"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_TRule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_TRule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_5_cdec_5TRule_5__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_TRule, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_TRule, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + __pyx_pw_5_cdec_5TRule_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_TRule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *__pyx_freelist_5_cdec___pyx_scope_struct_3_genexpr[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_3_genexpr = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_3_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_3_genexpr[--__pyx_freecount_5_cdec___pyx_scope_struct_3_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_w = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_w); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_3_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr))) { + __pyx_freelist_5_cdec___pyx_scope_struct_3_genexpr[__pyx_freecount_5_cdec___pyx_scope_struct_3_genexpr++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_w) { + e = (*v)(p->__pyx_v_w, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_3_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_w); + p->__pyx_v_w = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_3_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_3_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_3_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_3_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_3_genexpr, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_3_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_3_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_3_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_MRule(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = __pyx_tp_new_5_cdec_TRule(t, a, k); + if (unlikely(!o)) return 0; + return o; +} + +static PyMethodDef __pyx_methods_5_cdec_MRule[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec_MRule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.MRule"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_MRule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_TRule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + #if CYTHON_COMPILING_IN_PYPY + __pyx_pw_5_cdec_5TRule_5__str__, /*tp_str*/ + #else + 0, /*tp_str*/ + #endif + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|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_MRule, /*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*/ + __pyx_pw_5_cdec_5MRule_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_MRule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_SegmentEvaluator(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_16SegmentEvaluator_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_5_cdec_SegmentEvaluator[] = { + {__Pyx_NAMESTR("evaluate"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_3evaluate, METH_O, __Pyx_DOCSTR(__pyx_doc_5_cdec_16SegmentEvaluator_2evaluate)}, + {__Pyx_NAMESTR("candidate_set"), (PyCFunction)__pyx_pw_5_cdec_16SegmentEvaluator_5candidate_set, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_16SegmentEvaluator_4candidate_set)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec_SegmentEvaluator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SegmentEvaluator"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SegmentEvaluator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SegmentEvaluator, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SegmentEvaluator, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_SegmentEvaluator, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr *__pyx_freelist_5_cdec___pyx_scope_struct_25_genexpr[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_25_genexpr = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_25_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_25_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_25_genexpr[--__pyx_freecount_5_cdec___pyx_scope_struct_25_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_kv = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_25_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_kv); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_25_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr))) { + __pyx_freelist_5_cdec___pyx_scope_struct_25_genexpr[__pyx_freecount_5_cdec___pyx_scope_struct_25_genexpr++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_25_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_kv) { + e = (*v)(p->__pyx_v_kv, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_25_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_24___init__ *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_kv); + p->__pyx_v_kv = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_25_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_25_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_25_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_25_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_25_genexpr, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_25_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_25_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_25_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *__pyx_freelist_5_cdec___pyx_scope_struct_19_todot[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_19_todot = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_19_todot(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_19_todot > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_19_todot[--__pyx_freecount_5_cdec___pyx_scope_struct_19_todot]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_19_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_19_todot < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot))) { + __pyx_freelist_5_cdec___pyx_scope_struct_19_todot[__pyx_freecount_5_cdec___pyx_scope_struct_19_todot++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_19_todot(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_19_todot(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_19_todot[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_19_todot = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_19_todot"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_19_todot, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_19_todot, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_19_todot, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_19_todot, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_19_todot, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_Candidate(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_words(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_9Candidate_5words_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_fmap(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_9Candidate_4fmap_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_9Candidate_score(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_9Candidate_5score_1__get__(o); +} + +static int __pyx_setprop_5_cdec_9Candidate_score(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_9Candidate_5score_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_Candidate[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_Candidate[] = { + {(char *)"words", __pyx_getprop_5_cdec_9Candidate_words, 0, 0, 0}, + {(char *)"fmap", __pyx_getprop_5_cdec_9Candidate_fmap, 0, 0, 0}, + {(char *)"score", __pyx_getprop_5_cdec_9Candidate_score, __pyx_setprop_5_cdec_9Candidate_score, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec_Candidate = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Candidate"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Candidate), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Candidate, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Candidate, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_Candidate, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Candidate, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *__pyx_freelist_5_cdec___pyx_scope_struct_6_genexpr[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_6_genexpr = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_6_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_6_genexpr[--__pyx_freecount_5_cdec___pyx_scope_struct_6_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_feat = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_feat); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_6_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr))) { + __pyx_freelist_5_cdec___pyx_scope_struct_6_genexpr[__pyx_freecount_5_cdec___pyx_scope_struct_6_genexpr++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_6_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_feat) { + e = (*v)(p->__pyx_v_feat, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_6_genexpr(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_feat); + p->__pyx_v_feat = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_6_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_6_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_6_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_6_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_6_genexpr, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_6_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_6_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_6_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_NT(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec_NT *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_5_cdec_NT *)o); + p->cat = ((PyObject*)Py_None); Py_INCREF(Py_None); + return o; +} + +static void __pyx_tp_dealloc_5_cdec_NT(PyObject *o) { + struct __pyx_obj_5_cdec_NT *p = (struct __pyx_obj_5_cdec_NT *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->cat); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec_NT(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_NT *p = (struct __pyx_obj_5_cdec_NT *)o; + if (p->cat) { + e = (*v)(p->cat, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec_NT(PyObject *o) { + struct __pyx_obj_5_cdec_NT *p = (struct __pyx_obj_5_cdec_NT *)o; + PyObject* tmp; + tmp = ((PyObject*)p->cat); + p->cat = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_5_cdec_2NT_cat(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_2NT_3cat_1__get__(o); +} + +static int __pyx_setprop_5_cdec_2NT_cat(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_2NT_3cat_3__set__(o, v); + } + else { + return __pyx_pw_5_cdec_2NT_3cat_5__del__(o); + } +} + +static PyObject *__pyx_getprop_5_cdec_2NT_ref(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_2NT_3ref_1__get__(o); +} + +static int __pyx_setprop_5_cdec_2NT_ref(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_2NT_3ref_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_NT[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_NT[] = { + {(char *)"cat", __pyx_getprop_5_cdec_2NT_cat, __pyx_setprop_5_cdec_2NT_cat, 0, 0}, + {(char *)"ref", __pyx_getprop_5_cdec_2NT_ref, __pyx_setprop_5_cdec_2NT_ref, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec_NT = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.NT"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_NT), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_NT, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_5_cdec_2NT_3__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec_NT, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_NT, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_NT, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_NT, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + __pyx_pw_5_cdec_2NT_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_NT, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_5_cdec_HypergraphEdge __pyx_vtable_5_cdec_HypergraphEdge; + +static PyObject *__pyx_tp_new_5_cdec_HypergraphEdge(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec_HypergraphEdge *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_5_cdec_HypergraphEdge *)o); + p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphEdge; + p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + return o; +} + +static void __pyx_tp_dealloc_5_cdec_HypergraphEdge(PyObject *o) { + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->trule); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_5_cdec_HypergraphEdge(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + if (p->trule) { + e = (*v)(((PyObject*)p->trule), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec_HypergraphEdge(PyObject *o) { + struct __pyx_obj_5_cdec_HypergraphEdge *p = (struct __pyx_obj_5_cdec_HypergraphEdge *)o; + PyObject* tmp; + tmp = ((PyObject*)p->trule); + p->trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_head_node(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_9head_node_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_10tail_nodes_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_span(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_4span_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_src_span(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_8src_span_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_feature_values(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_14feature_values_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_prob(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_4prob_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphEdge_trule(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_1__get__(o); +} + +static int __pyx_setprop_5_cdec_14HypergraphEdge_trule(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_3__set__(o, v); + } + else { + return __pyx_pw_5_cdec_14HypergraphEdge_5trule_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_5_cdec_HypergraphEdge[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphEdge[] = { + {(char *)"head_node", __pyx_getprop_5_cdec_14HypergraphEdge_head_node, 0, 0, 0}, + {(char *)"tail_nodes", __pyx_getprop_5_cdec_14HypergraphEdge_tail_nodes, 0, 0, 0}, + {(char *)"span", __pyx_getprop_5_cdec_14HypergraphEdge_span, 0, 0, 0}, + {(char *)"src_span", __pyx_getprop_5_cdec_14HypergraphEdge_src_span, 0, 0, 0}, + {(char *)"feature_values", __pyx_getprop_5_cdec_14HypergraphEdge_feature_values, 0, 0, 0}, + {(char *)"prob", __pyx_getprop_5_cdec_14HypergraphEdge_prob, 0, 0, 0}, + {(char *)"trule", __pyx_getprop_5_cdec_14HypergraphEdge_trule, __pyx_setprop_5_cdec_14HypergraphEdge_trule, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_HypergraphEdge = { + __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_HypergraphEdge = { + __pyx_pw_5_cdec_14HypergraphEdge_1__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_5_cdec_HypergraphEdge = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.HypergraphEdge"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_HypergraphEdge), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_HypergraphEdge, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_HypergraphEdge, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_HypergraphEdge, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec_HypergraphEdge, /*tp_traverse*/ + __pyx_tp_clear_5_cdec_HypergraphEdge, /*tp_clear*/ + __pyx_pw_5_cdec_14HypergraphEdge_3__richcmp__, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_HypergraphEdge, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_HypergraphEdge, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_HypergraphEdge, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *__pyx_freelist_5_cdec___pyx_scope_struct_1___iter__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_1___iter__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_1___iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_1___iter__[--__pyx_freecount_5_cdec___pyx_scope_struct_1___iter__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_1___iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_1___iter__[__pyx_freecount_5_cdec___pyx_scope_struct_1___iter__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_1___iter__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_1___iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_1___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_1___iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_1___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_1___iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_1___iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *__pyx_freelist_5_cdec___pyx_scope_struct_16___get__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_16___get__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_16___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_16___get__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_16___get__[--__pyx_freecount_5_cdec___pyx_scope_struct_16___get__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_16___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_16___get__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_16___get__[__pyx_freecount_5_cdec___pyx_scope_struct_16___get__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_16___get__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_16___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_HypergraphNode *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_16___get__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_16___get__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_16___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_16___get__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_16___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_16___get__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_16___get__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_16___get__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *__pyx_freelist_5_cdec___pyx_scope_struct_4___get__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_4___get__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_4___get__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_4___get__[--__pyx_freecount_5_cdec___pyx_scope_struct_4___get__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_4___get__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_4___get__[__pyx_freecount_5_cdec___pyx_scope_struct_4___get__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_4___get__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_4___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_4___get__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_4___get__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_4___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_4___get__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_4___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_4___get__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_4___get__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_4___get__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *__pyx_freelist_5_cdec___pyx_scope_struct_18___iter__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_18___iter__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_18___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_18___iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_18___iter__[--__pyx_freecount_5_cdec___pyx_scope_struct_18___iter__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_18___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_18___iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_18___iter__[__pyx_freecount_5_cdec___pyx_scope_struct_18___iter__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_18___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_18___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Lattice *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_18___iter__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_18___iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_18___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_18___iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_18___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_18___iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_18___iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_18___iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec_Decoder *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_5_cdec_Decoder *)o); + p->weights = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + 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_GC_UnTrack(o); + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_7Decoder_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(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_DenseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_5_cdec_7Decoder_weights(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_7Decoder_7weights_1__get__(o); +} + +static int __pyx_setprop_5_cdec_7Decoder_weights(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_5_cdec_7Decoder_7weights_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_5_cdec_7Decoder_formalism(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_7Decoder_9formalism_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_Decoder[] = { + {__Pyx_NAMESTR("read_weights"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_5read_weights, METH_O, __Pyx_DOCSTR(__pyx_doc_5_cdec_7Decoder_4read_weights)}, + {__Pyx_NAMESTR("translate"), (PyCFunction)__pyx_pw_5_cdec_7Decoder_7translate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_5_cdec_7Decoder_6translate)}, + {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}, + {(char *)"formalism", __pyx_getprop_5_cdec_7Decoder_formalism, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|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*/ + __pyx_pw_5_cdec_7Decoder_1__init__, /*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 struct __pyx_vtabstruct_5_cdec_HypergraphNode __pyx_vtable_5_cdec_HypergraphNode; + +static PyObject *__pyx_tp_new_5_cdec_HypergraphNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec_HypergraphNode *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_5_cdec_HypergraphNode *)o); + p->__pyx_vtab = __pyx_vtabptr_5_cdec_HypergraphNode; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_HypergraphNode(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_in_edges(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_8in_edges_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_out_edges(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_9out_edges_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_span(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_4span_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_14HypergraphNode_cat(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_14HypergraphNode_3cat_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_HypergraphNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_HypergraphNode[] = { + {(char *)"in_edges", __pyx_getprop_5_cdec_14HypergraphNode_in_edges, 0, 0, 0}, + {(char *)"out_edges", __pyx_getprop_5_cdec_14HypergraphNode_out_edges, 0, 0, 0}, + {(char *)"span", __pyx_getprop_5_cdec_14HypergraphNode_span, 0, 0, 0}, + {(char *)"cat", __pyx_getprop_5_cdec_14HypergraphNode_cat, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec_HypergraphNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.HypergraphNode"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_HypergraphNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_HypergraphNode, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + __pyx_pw_5_cdec_14HypergraphNode_1__richcmp__, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_HypergraphNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_HypergraphNode, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_HypergraphNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_SparseVector(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_12SparseVector_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_5_cdec_SparseVector(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 int __pyx_mp_ass_subscript_5_cdec_SparseVector(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_5_cdec_12SparseVector_9__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_SparseVector[] = { + {__Pyx_NAMESTR("copy"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_5copy, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_12SparseVector_4copy)}, + {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_12SparseVector_14dot, METH_O, __Pyx_DOCSTR(__pyx_doc_5_cdec_12SparseVector_13dot)}, + {0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SparseVector = { + __pyx_pw_5_cdec_12SparseVector_32__add__, /*nb_add*/ + __pyx_pw_5_cdec_12SparseVector_34__sub__, /*nb_subtract*/ + __pyx_pw_5_cdec_12SparseVector_36__mul__, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_5_cdec_12SparseVector_38__div__, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + __pyx_pw_5_cdec_12SparseVector_22__neg__, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + __pyx_pw_5_cdec_12SparseVector_24__iadd__, /*nb_inplace_add*/ + __pyx_pw_5_cdec_12SparseVector_26__isub__, /*nb_inplace_subtract*/ + __pyx_pw_5_cdec_12SparseVector_28__imul__, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_5_cdec_12SparseVector_30__idiv__, /*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_SparseVector = { + __pyx_pw_5_cdec_12SparseVector_18__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_SparseVector, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + __pyx_pw_5_cdec_12SparseVector_20__contains__, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SparseVector = { + __pyx_pw_5_cdec_12SparseVector_18__len__, /*mp_length*/ + __pyx_pw_5_cdec_12SparseVector_7__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_5_cdec_SparseVector, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_5_cdec_SparseVector = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SparseVector"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SparseVector), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SparseVector, /*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_SparseVector, /*tp_as_number*/ + &__pyx_tp_as_sequence_SparseVector, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SparseVector, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + __pyx_pw_5_cdec_12SparseVector_16__richcmp__, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_12SparseVector_11__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SparseVector, /*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*/ + __pyx_pw_5_cdec_12SparseVector_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_SparseVector, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ *__pyx_freelist_5_cdec___pyx_scope_struct_17___get__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_17___get__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_17___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_17___get__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_17___get__[--__pyx_freecount_5_cdec___pyx_scope_struct_17___get__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_17___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_17___get__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_17___get__[__pyx_freecount_5_cdec___pyx_scope_struct_17___get__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_17___get__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_17___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_HypergraphNode *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_17___get__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_17___get__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_17___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_17___get__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_17___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_17___get__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_17___get__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_17___get__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *__pyx_freelist_5_cdec___pyx_scope_struct____iter__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct____iter__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct____iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct____iter__[--__pyx_freecount_5_cdec___pyx_scope_struct____iter__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!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; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct____iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct____iter__))) { + __pyx_freelist_5_cdec___pyx_scope_struct____iter__[__pyx_freecount_5_cdec___pyx_scope_struct____iter__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(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___pyx_scope_struct____iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct____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->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_DenseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct____iter__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct____iter__ = { + 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*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct____iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|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*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct____iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct____iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *__pyx_freelist_5_cdec___pyx_scope_struct_21___iter__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_21___iter__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_21___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_21___iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_21___iter__[--__pyx_freecount_5_cdec___pyx_scope_struct_21___iter__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *)o); + p->__pyx_v_i = 0; + p->__pyx_v_self = 0; + p->__pyx_t_1 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_21___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_i); + Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_t_1); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_21___iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_21___iter__[__pyx_freecount_5_cdec___pyx_scope_struct_21___iter__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_21___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *)o; + if (p->__pyx_v_i) { + e = (*v)(p->__pyx_v_i, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_t_1) { + e = (*v)(p->__pyx_t_1, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_21___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_i); + p->__pyx_v_i = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_SufficientStats *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_1); + p->__pyx_t_1 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_21___iter__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_21___iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_21___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_21___iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_21___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_21___iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_21___iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_21___iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_DenseVector(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_DenseVector(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_11DenseVector_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_5_cdec_DenseVector(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 int __pyx_mp_ass_subscript_5_cdec_DenseVector(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_5_cdec_11DenseVector_9__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_DenseVector[] = { + {__Pyx_NAMESTR("dot"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_14dot, METH_O, __Pyx_DOCSTR(__pyx_doc_5_cdec_11DenseVector_13dot)}, + {__Pyx_NAMESTR("tosparse"), (PyCFunction)__pyx_pw_5_cdec_11DenseVector_16tosparse, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_11DenseVector_15tosparse)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_DenseVector = { + __pyx_pw_5_cdec_11DenseVector_5__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_DenseVector, /*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_DenseVector = { + __pyx_pw_5_cdec_11DenseVector_5__len__, /*mp_length*/ + __pyx_pw_5_cdec_11DenseVector_7__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_5_cdec_DenseVector, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_5_cdec_DenseVector = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.DenseVector"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_DenseVector), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_DenseVector, /*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*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_DenseVector, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_DenseVector, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_11DenseVector_11__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_DenseVector, /*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*/ + __pyx_pw_5_cdec_11DenseVector_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_DenseVector, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *__pyx_freelist_5_cdec___pyx_scope_struct_7___iter__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_7___iter__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_7___iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_7___iter__[--__pyx_freecount_5_cdec___pyx_scope_struct_7___iter__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o); + p->__pyx_v_self = 0; + p->__pyx_v_trule = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_v_trule); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_7___iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_7___iter__[__pyx_freecount_5_cdec___pyx_scope_struct_7___iter__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_trule) { + e = (*v)(((PyObject*)p->__pyx_v_trule), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_7___iter__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Grammar *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_trule); + p->__pyx_v_trule = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_7___iter__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_7___iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_7___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_7___iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_7___iter__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_7___iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_7___iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_Metric(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec_Metric *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!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 (unlikely(__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; + PyObject_GC_UnTrack(o); + Py_CLEAR(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 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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + __pyx_pw_5_cdec_6Metric_3__call__, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|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_SufficientStats(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec_SufficientStats(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_5_cdec_15SufficientStats_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_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, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_15SufficientStats_5score_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_15SufficientStats_detail(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_15SufficientStats_6detail_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_SufficientStats[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_SufficientStats[] = { + {(char *)"score", __pyx_getprop_5_cdec_15SufficientStats_score, 0, 0, 0}, + {(char *)"detail", __pyx_getprop_5_cdec_15SufficientStats_detail, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyNumberMethods __pyx_tp_as_number_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_12__add__, /*nb_add*/ + 0, /*nb_subtract*/ + 0, /*nb_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_divide*/ + #endif + 0, /*nb_remainder*/ + 0, /*nb_divmod*/ + 0, /*nb_power*/ + 0, /*nb_negative*/ + 0, /*nb_positive*/ + 0, /*nb_absolute*/ + 0, /*nb_nonzero*/ + 0, /*nb_invert*/ + 0, /*nb_lshift*/ + 0, /*nb_rshift*/ + 0, /*nb_and*/ + 0, /*nb_xor*/ + 0, /*nb_or*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_coerce*/ + #endif + 0, /*nb_int*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_long*/ + #else + 0, /*reserved*/ + #endif + 0, /*nb_float*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_oct*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*nb_hex*/ + #endif + __pyx_pw_5_cdec_15SufficientStats_10__iadd__, /*nb_inplace_add*/ + 0, /*nb_inplace_subtract*/ + 0, /*nb_inplace_multiply*/ + #if PY_MAJOR_VERSION < 3 + 0, /*nb_inplace_divide*/ + #endif + 0, /*nb_inplace_remainder*/ + 0, /*nb_inplace_power*/ + 0, /*nb_inplace_lshift*/ + 0, /*nb_inplace_rshift*/ + 0, /*nb_inplace_and*/ + 0, /*nb_inplace_xor*/ + 0, /*nb_inplace_or*/ + 0, /*nb_floor_divide*/ + 0, /*nb_true_divide*/ + 0, /*nb_inplace_floor_divide*/ + 0, /*nb_inplace_true_divide*/ + #if PY_VERSION_HEX >= 0x02050000 + 0, /*nb_index*/ + #endif +}; + +static PySequenceMethods __pyx_tp_as_sequence_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_SufficientStats, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SufficientStats = { + __pyx_pw_5_cdec_15SufficientStats_3__len__, /*mp_length*/ + __pyx_pw_5_cdec_15SufficientStats_8__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_5_cdec_SufficientStats = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.SufficientStats"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_SufficientStats), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_SufficientStats, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + &__pyx_tp_as_number_SufficientStats, /*tp_as_number*/ + &__pyx_tp_as_sequence_SufficientStats, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SufficientStats, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_15SufficientStats_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_SufficientStats, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_5_cdec_SufficientStats, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_SufficientStats, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *__pyx_freelist_5_cdec___pyx_scope_struct_8_kbest[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_8_kbest = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_8_kbest(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_8_kbest > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_8_kbest[--__pyx_freecount_5_cdec___pyx_scope_struct_8_kbest]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)o); + p->__pyx_v_self = 0; + p->__pyx_v_size = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_v_size); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_8_kbest < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest))) { + __pyx_freelist_5_cdec___pyx_scope_struct_8_kbest[__pyx_freecount_5_cdec___pyx_scope_struct_8_kbest++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_kbest(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_8_kbest(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_8_kbest[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_8_kbest = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_8_kbest"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_8_kbest, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_8_kbest, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_8_kbest, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_8_kbest, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_8_kbest, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *__pyx_freelist_5_cdec___pyx_scope_struct_10_kbest_features[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_10_kbest_features = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_10_kbest_features(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_10_kbest_features > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_10_kbest_features[--__pyx_freecount_5_cdec___pyx_scope_struct_10_kbest_features]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *)o); + p->__pyx_v_fmap = 0; + p->__pyx_v_self = 0; + p->__pyx_v_size = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_fmap); + Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_v_size); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_10_kbest_features < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features))) { + __pyx_freelist_5_cdec___pyx_scope_struct_10_kbest_features[__pyx_freecount_5_cdec___pyx_scope_struct_10_kbest_features++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_10_kbest_features(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *)o; + if (p->__pyx_v_fmap) { + e = (*v)(((PyObject*)p->__pyx_v_fmap), a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_10_kbest_features(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_fmap); + p->__pyx_v_fmap = ((struct __pyx_obj_5_cdec_SparseVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_10_kbest_features[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_10_kbest_features = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_10_kbest_features"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_10_kbest_features, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_10_kbest_features, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_10_kbest_features, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_10_kbest_features, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_10_kbest_features, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *__pyx_freelist_5_cdec___pyx_scope_struct_15___get__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_15___get__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_15___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_15___get__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_15___get__[--__pyx_freecount_5_cdec___pyx_scope_struct_15___get__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_15___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_15___get__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_15___get__[__pyx_freecount_5_cdec___pyx_scope_struct_15___get__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_15___get__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_15___get__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_HypergraphEdge *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_15___get__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_15___get__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_15___get__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_15___get__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_15___get__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_15___get__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_15___get__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_15___get__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *__pyx_freelist_5_cdec___pyx_scope_struct_5___str__[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_5___str__ = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_5___str__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_5___str__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_5___str__[--__pyx_freecount_5_cdec___pyx_scope_struct_5___str__]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5___str__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_5___str__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__))) { + __pyx_freelist_5_cdec___pyx_scope_struct_5___str__[__pyx_freecount_5_cdec___pyx_scope_struct_5___str__++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_5___str__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_5___str__(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_TRule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_5___str__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_5___str__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_5___str__"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_5___str__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_5___str__, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_5___str__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_5___str__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_5___str__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *__pyx_freelist_5_cdec___pyx_scope_struct_9_kbest_trees[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_9_kbest_trees = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_9_kbest_trees(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_9_kbest_trees > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_9_kbest_trees[--__pyx_freecount_5_cdec___pyx_scope_struct_9_kbest_trees]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *)o); + p->__pyx_v_e_tree = 0; + p->__pyx_v_f_tree = 0; + p->__pyx_v_self = 0; + p->__pyx_v_size = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9_kbest_trees(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_e_tree); + Py_CLEAR(p->__pyx_v_f_tree); + Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_v_size); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_9_kbest_trees < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees))) { + __pyx_freelist_5_cdec___pyx_scope_struct_9_kbest_trees[__pyx_freecount_5_cdec___pyx_scope_struct_9_kbest_trees++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_9_kbest_trees(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *)o; + if (p->__pyx_v_e_tree) { + e = (*v)(p->__pyx_v_e_tree, a); if (e) return e; + } + if (p->__pyx_v_f_tree) { + e = (*v)(p->__pyx_v_f_tree, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_size) { + e = (*v)(p->__pyx_v_size, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_9_kbest_trees(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_e_tree); + p->__pyx_v_e_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_tree); + p->__pyx_v_f_tree = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_size); + p->__pyx_v_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_9_kbest_trees[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_9_kbest_trees = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_9_kbest_trees"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_9_kbest_trees, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_9_kbest_trees, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_5_cdec_Hypergraph __pyx_vtable_5_cdec_Hypergraph; + +static PyObject *__pyx_tp_new_5_cdec_Hypergraph(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec_Hypergraph *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_5_cdec_Hypergraph *)o); + p->__pyx_vtab = __pyx_vtabptr_5_cdec_Hypergraph; + 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_pw_5_cdec_10Hypergraph_1__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_edges(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_10Hypergraph_5edges_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_nodes(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_10Hypergraph_5nodes_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_goal(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_10Hypergraph_4goal_1__get__(o); +} + +static PyObject *__pyx_getprop_5_cdec_10Hypergraph_npaths(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_5_cdec_10Hypergraph_6npaths_1__get__(o); +} + +static PyMethodDef __pyx_methods_5_cdec_Hypergraph[] = { + {__Pyx_NAMESTR("viterbi"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_3viterbi, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_2viterbi)}, + {__Pyx_NAMESTR("viterbi_trees"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_5viterbi_trees, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_4viterbi_trees)}, + {__Pyx_NAMESTR("viterbi_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_7viterbi_features, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_6viterbi_features)}, + {__Pyx_NAMESTR("viterbi_forest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_9viterbi_forest, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("viterbi_joshua"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_11viterbi_joshua, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_10viterbi_joshua)}, + {__Pyx_NAMESTR("kbest"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_13kbest, METH_O, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_12kbest)}, + {__Pyx_NAMESTR("kbest_trees"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_16kbest_trees, METH_O, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_15kbest_trees)}, + {__Pyx_NAMESTR("kbest_features"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_19kbest_features, METH_O, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_18kbest_features)}, + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_22sample, METH_O, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_21sample)}, + {__Pyx_NAMESTR("sample_trees"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_25sample_trees, METH_O, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_24sample_trees)}, + {__Pyx_NAMESTR("intersect"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_28intersect, METH_O, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_27intersect)}, + {__Pyx_NAMESTR("prune"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_30prune, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_29prune)}, + {__Pyx_NAMESTR("lattice"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_32lattice, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_31lattice)}, + {__Pyx_NAMESTR("plf"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_34plf, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_33plf)}, + {__Pyx_NAMESTR("reweight"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_36reweight, METH_O, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_35reweight)}, + {__Pyx_NAMESTR("inside_outside"), (PyCFunction)__pyx_pw_5_cdec_10Hypergraph_38inside_outside, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_10Hypergraph_37inside_outside)}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_5_cdec_Hypergraph[] = { + {(char *)"edges", __pyx_getprop_5_cdec_10Hypergraph_edges, 0, 0, 0}, + {(char *)"nodes", __pyx_getprop_5_cdec_10Hypergraph_nodes, 0, 0, 0}, + {(char *)"goal", __pyx_getprop_5_cdec_10Hypergraph_goal, 0, 0, 0}, + {(char *)"npaths", __pyx_getprop_5_cdec_10Hypergraph_npaths, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|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*/ + __pyx_getsets_5_cdec_Hypergraph, /*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, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + if (unlikely(__pyx_pw_5_cdec_7Lattice_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 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_pw_5_cdec_7Lattice_5__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_5_cdec_Lattice(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 int __pyx_mp_ass_subscript_5_cdec_Lattice(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_5_cdec_7Lattice_9__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_5_cdec_Lattice[] = { + {__Pyx_NAMESTR("__unicode__"), (PyCFunction)__pyx_pw_5_cdec_7Lattice_15__unicode__, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("todot"), (PyCFunction)__pyx_pw_5_cdec_7Lattice_20todot, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_7Lattice_19todot)}, + {__Pyx_NAMESTR("as_hypergraph"), (PyCFunction)__pyx_pw_5_cdec_7Lattice_22as_hypergraph, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_5_cdec_7Lattice_21as_hypergraph)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_Lattice = { + __pyx_pw_5_cdec_7Lattice_11__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_5_cdec_Lattice, /*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_Lattice = { + __pyx_pw_5_cdec_7Lattice_11__len__, /*mp_length*/ + __pyx_pw_5_cdec_7Lattice_7__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_5_cdec_Lattice, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_5_cdec_Lattice = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.Lattice"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_Lattice), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Lattice, /*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*/ + 0, /*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*/ + __pyx_pw_5_cdec_7Lattice_13__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_5_cdec_7Lattice_17__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_Lattice, /*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*/ + __pyx_pw_5_cdec_7Lattice_3__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec_Lattice, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *__pyx_freelist_5_cdec___pyx_scope_struct_11_sample[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_11_sample = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_11_sample(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_11_sample > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_11_sample[--__pyx_freecount_5_cdec___pyx_scope_struct_11_sample]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_11_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_11_sample < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample))) { + __pyx_freelist_5_cdec___pyx_scope_struct_11_sample[__pyx_freecount_5_cdec___pyx_scope_struct_11_sample++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_11_sample(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_11_sample(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_5_cdec_Hypergraph *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_11_sample[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_11_sample = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_11_sample"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_11_sample, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_11_sample, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_11_sample, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_11_sample, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_11_sample, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config *__pyx_freelist_5_cdec___pyx_scope_struct_23__make_config[8]; +static int __pyx_freecount_5_cdec___pyx_scope_struct_23__make_config = 0; + +static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_23__make_config(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config *p; + PyObject *o; + if (likely((__pyx_freecount_5_cdec___pyx_scope_struct_23__make_config > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config)))) { + o = (PyObject*)__pyx_freelist_5_cdec___pyx_scope_struct_23__make_config[--__pyx_freecount_5_cdec___pyx_scope_struct_23__make_config]; + memset(o, 0, sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config *)o); + p->__pyx_v_config = 0; + p->__pyx_v_info = 0; + p->__pyx_v_key = 0; + p->__pyx_v_name = 0; + p->__pyx_v_value = 0; + p->__pyx_t_0 = 0; + p->__pyx_t_1 = 0; + return o; +} + +static void __pyx_tp_dealloc_5_cdec___pyx_scope_struct_23__make_config(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_config); + Py_CLEAR(p->__pyx_v_info); + Py_CLEAR(p->__pyx_v_key); + Py_CLEAR(p->__pyx_v_name); + Py_CLEAR(p->__pyx_v_value); + Py_CLEAR(p->__pyx_t_0); + Py_CLEAR(p->__pyx_t_1); + if ((__pyx_freecount_5_cdec___pyx_scope_struct_23__make_config < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config))) { + __pyx_freelist_5_cdec___pyx_scope_struct_23__make_config[__pyx_freecount_5_cdec___pyx_scope_struct_23__make_config++] = ((struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_5_cdec___pyx_scope_struct_23__make_config(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config *)o; + if (p->__pyx_v_config) { + e = (*v)(p->__pyx_v_config, a); if (e) return e; + } + if (p->__pyx_v_info) { + e = (*v)(p->__pyx_v_info, a); if (e) return e; + } + if (p->__pyx_v_key) { + e = (*v)(p->__pyx_v_key, a); if (e) return e; + } + if (p->__pyx_v_name) { + e = (*v)(p->__pyx_v_name, a); if (e) return e; + } + if (p->__pyx_v_value) { + e = (*v)(p->__pyx_v_value, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + if (p->__pyx_t_1) { + e = (*v)(p->__pyx_t_1, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_5_cdec___pyx_scope_struct_23__make_config(PyObject *o) { + struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config *p = (struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_config); + p->__pyx_v_config = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_info); + p->__pyx_v_info = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_key); + p->__pyx_v_key = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_name); + p->__pyx_v_name = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_value); + p->__pyx_v_value = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_1); + p->__pyx_t_1 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_5_cdec___pyx_scope_struct_23__make_config[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec___pyx_scope_struct_23__make_config = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.__pyx_scope_struct_23__make_config"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec___pyx_scope_struct_23__make_config, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_5_cdec___pyx_scope_struct_23__make_config, /*tp_traverse*/ + __pyx_tp_clear_5_cdec___pyx_scope_struct_23__make_config, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_5_cdec___pyx_scope_struct_23__make_config, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_5_cdec___pyx_scope_struct_23__make_config, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_5_cdec_TextGrammar(PyTypeObject *t, PyObject *a, PyObject *k) { + PyObject *o = __pyx_tp_new_5_cdec_Grammar(t, a, k); + if (unlikely(!o)) return 0; + return o; +} + +static PyMethodDef __pyx_methods_5_cdec_TextGrammar[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_5_cdec_TextGrammar = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_cdec.TextGrammar"), /*tp_name*/ + sizeof(struct __pyx_obj_5_cdec_TextGrammar), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_5_cdec_Grammar, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|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*/ + #if CYTHON_COMPILING_IN_PYPY + __pyx_pw_5_cdec_7Grammar_3__iter__, /*tp_iter*/ + #else + 0, /*tp_iter*/ + #endif + 0, /*tp_iternext*/ + __pyx_methods_5_cdec_TextGrammar, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, 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{ + PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!PyDict_GetItemString(modules, "_cdec")) { + if (unlikely(PyDict_SetItemString(modules, "_cdec", __pyx_m) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + } + #endif + __pyx_b = PyImport_AddModule(__Pyx_NAMESTR(__Pyx_BUILTIN_MODULE_NAME)); if (unlikely(!__pyx_b)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if CYTHON_COMPILING_IN_PYPY + Py_INCREF(__pyx_b); + #endif + if (__Pyx_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + /*--- Initialize various global constants etc. ---*/ + if (unlikely(__Pyx_InitGlobals() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT) + if (__Pyx_init_sys_getdefaultencoding_params() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif + if (__pyx_module_is_main__cdec) { + if (__Pyx_SetAttrString(__pyx_m, "__name__", __pyx_n_s____main__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + } + /*--- Builtin init code ---*/ + if (unlikely(__Pyx_InitCachedBuiltins() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Constants init code ---*/ + if (unlikely(__Pyx_InitCachedConstants() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Global init code ---*/ + /*--- Variable export code ---*/ + /*--- Function export code ---*/ + /*--- Type init code ---*/ + if (PyType_Ready(&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_5_cdec_Scorer) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Scorer = &__pyx_type_5_cdec_Scorer; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_24___init__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_24___init__ = &__pyx_type_5_cdec___pyx_scope_struct_24___init__; + if (PyType_Ready(&__pyx_type_5_cdec_NTRef) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if CYTHON_COMPILING_IN_CPYTHON + { + PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_NTRef, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { + __pyx_wrapperbase_5_cdec_5NTRef___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; + __pyx_wrapperbase_5_cdec_5NTRef___init__.doc = __pyx_doc_5_cdec_5NTRef___init__; + ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_5NTRef___init__; + } + } + #endif + if (__Pyx_SetAttrString(__pyx_m, "NTRef", (PyObject *)&__pyx_type_5_cdec_NTRef) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_NTRef = &__pyx_type_5_cdec_NTRef; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_22___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_22___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_22___iter__; + if (PyType_Ready(&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Grammar", (PyObject *)&__pyx_type_5_cdec_Grammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Grammar = &__pyx_type_5_cdec_Grammar; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_20_lines) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_20_lines = &__pyx_type_5_cdec___pyx_scope_struct_20_lines; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_12_sample_trees) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_12_sample_trees = &__pyx_type_5_cdec___pyx_scope_struct_12_sample_trees; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_13___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_13___get__ = &__pyx_type_5_cdec___pyx_scope_struct_13___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_2__phrase) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_2__phrase = &__pyx_type_5_cdec___pyx_scope_struct_2__phrase; + if (PyType_Ready(&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "CandidateSet", (PyObject *)&__pyx_type_5_cdec_CandidateSet) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_CandidateSet = &__pyx_type_5_cdec_CandidateSet; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_14___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_14___get__ = &__pyx_type_5_cdec___pyx_scope_struct_14___get__; + if (PyType_Ready(&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if CYTHON_COMPILING_IN_CPYTHON + { + PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_TRule, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { + __pyx_wrapperbase_5_cdec_5TRule___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; + __pyx_wrapperbase_5_cdec_5TRule___init__.doc = __pyx_doc_5_cdec_5TRule___init__; + ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_5TRule___init__; + } + } + #endif + if (__Pyx_SetAttrString(__pyx_m, "TRule", (PyObject *)&__pyx_type_5_cdec_TRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_TRule = &__pyx_type_5_cdec_TRule; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_3_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_3_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_3_genexpr; + __pyx_type_5_cdec_MRule.tp_base = __pyx_ptype_5_cdec_TRule; + if (PyType_Ready(&__pyx_type_5_cdec_MRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if CYTHON_COMPILING_IN_CPYTHON + { + PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_MRule, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { + __pyx_wrapperbase_5_cdec_5MRule___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; + __pyx_wrapperbase_5_cdec_5MRule___init__.doc = __pyx_doc_5_cdec_5MRule___init__; + ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_5MRule___init__; + } + } + #endif + if (__Pyx_SetAttrString(__pyx_m, "MRule", (PyObject *)&__pyx_type_5_cdec_MRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_MRule = &__pyx_type_5_cdec_MRule; + if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_SegmentEvaluator = &__pyx_type_5_cdec_SegmentEvaluator; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_25_genexpr) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_25_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_25_genexpr; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_19_todot) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_19_todot = &__pyx_type_5_cdec___pyx_scope_struct_19_todot; + if (PyType_Ready(&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Candidate", (PyObject *)&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Candidate = &__pyx_type_5_cdec_Candidate; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_6_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_6_genexpr; + if (PyType_Ready(&__pyx_type_5_cdec_NT) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if CYTHON_COMPILING_IN_CPYTHON + { + PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_NT, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { + __pyx_wrapperbase_5_cdec_2NT___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; + __pyx_wrapperbase_5_cdec_2NT___init__.doc = __pyx_doc_5_cdec_2NT___init__; + ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_2NT___init__; + } + } + #endif + if (__Pyx_SetAttrString(__pyx_m, "NT", (PyObject *)&__pyx_type_5_cdec_NT) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_NT = &__pyx_type_5_cdec_NT; + __pyx_vtabptr_5_cdec_HypergraphEdge = &__pyx_vtable_5_cdec_HypergraphEdge; + __pyx_vtable_5_cdec_HypergraphEdge.init = (PyObject *(*)(struct __pyx_obj_5_cdec_HypergraphEdge *, Hypergraph *, unsigned int))__pyx_f_5_cdec_14HypergraphEdge_init; + if (PyType_Ready(&__pyx_type_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_5_cdec_HypergraphEdge.tp_dict, __pyx_vtabptr_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "HypergraphEdge", (PyObject *)&__pyx_type_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_HypergraphEdge = &__pyx_type_5_cdec_HypergraphEdge; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_1___iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_16___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_16___get__ = &__pyx_type_5_cdec___pyx_scope_struct_16___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_4___get__ = &__pyx_type_5_cdec___pyx_scope_struct_4___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_18___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_18___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_18___iter__; + if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if CYTHON_COMPILING_IN_CPYTHON + { + PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_Decoder, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { + __pyx_wrapperbase_5_cdec_7Decoder___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; + __pyx_wrapperbase_5_cdec_7Decoder___init__.doc = __pyx_doc_5_cdec_7Decoder___init__; + ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_7Decoder___init__; + } + } + #endif + if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Decoder = &__pyx_type_5_cdec_Decoder; + __pyx_vtabptr_5_cdec_HypergraphNode = &__pyx_vtable_5_cdec_HypergraphNode; + __pyx_vtable_5_cdec_HypergraphNode.init = (PyObject *(*)(struct __pyx_obj_5_cdec_HypergraphNode *, Hypergraph *, unsigned int))__pyx_f_5_cdec_14HypergraphNode_init; + if (PyType_Ready(&__pyx_type_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_5_cdec_HypergraphNode.tp_dict, __pyx_vtabptr_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "HypergraphNode", (PyObject *)&__pyx_type_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_HypergraphNode = &__pyx_type_5_cdec_HypergraphNode; + if (PyType_Ready(&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if CYTHON_COMPILING_IN_CPYTHON + { + PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_SparseVector, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { + __pyx_wrapperbase_5_cdec_12SparseVector___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; + __pyx_wrapperbase_5_cdec_12SparseVector___init__.doc = __pyx_doc_5_cdec_12SparseVector___init__; + ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_12SparseVector___init__; + } + } + #endif + if (__Pyx_SetAttrString(__pyx_m, "SparseVector", (PyObject *)&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_SparseVector = &__pyx_type_5_cdec_SparseVector; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_17___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_17___get__ = &__pyx_type_5_cdec___pyx_scope_struct_17___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct____iter__ = &__pyx_type_5_cdec___pyx_scope_struct____iter__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_21___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __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_DenseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if CYTHON_COMPILING_IN_CPYTHON + { + PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_DenseVector, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { + __pyx_wrapperbase_5_cdec_11DenseVector___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; + __pyx_wrapperbase_5_cdec_11DenseVector___init__.doc = __pyx_doc_5_cdec_11DenseVector___init__; + ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_11DenseVector___init__; + } + } + #endif + if (__Pyx_SetAttrString(__pyx_m, "DenseVector", (PyObject *)&__pyx_type_5_cdec_DenseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_DenseVector = &__pyx_type_5_cdec_DenseVector; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_7___iter__; + if (PyType_Ready(&__pyx_type_5_cdec_Metric) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Metric", (PyObject *)&__pyx_type_5_cdec_Metric) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Metric = &__pyx_type_5_cdec_Metric; + if (PyType_Ready(&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SufficientStats", (PyObject *)&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_SufficientStats = &__pyx_type_5_cdec_SufficientStats; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_kbest) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_8_kbest = &__pyx_type_5_cdec___pyx_scope_struct_8_kbest; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_10_kbest_features) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_10_kbest_features = &__pyx_type_5_cdec___pyx_scope_struct_10_kbest_features; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_15___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_15___get__ = &__pyx_type_5_cdec___pyx_scope_struct_15___get__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5___str__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_5___str__ = &__pyx_type_5_cdec___pyx_scope_struct_5___str__; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_9_kbest_trees) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_9_kbest_trees = &__pyx_type_5_cdec___pyx_scope_struct_9_kbest_trees; + __pyx_vtabptr_5_cdec_Hypergraph = &__pyx_vtable_5_cdec_Hypergraph; + __pyx_vtable_5_cdec_Hypergraph._rng = (MT19937 *(*)(struct __pyx_obj_5_cdec_Hypergraph *))__pyx_f_5_cdec_10Hypergraph__rng; + if (PyType_Ready(&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_5_cdec_Hypergraph.tp_dict, __pyx_vtabptr_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Hypergraph", (PyObject *)&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Hypergraph = &__pyx_type_5_cdec_Hypergraph; + if (PyType_Ready(&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if CYTHON_COMPILING_IN_CPYTHON + { + PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_Lattice, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { + __pyx_wrapperbase_5_cdec_7Lattice_2__init__ = *((PyWrapperDescrObject *)wrapper)->d_base; + __pyx_wrapperbase_5_cdec_7Lattice_2__init__.doc = __pyx_doc_5_cdec_7Lattice_2__init__; + ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_7Lattice_2__init__; + } + } + #endif + if (__Pyx_SetAttrString(__pyx_m, "Lattice", (PyObject *)&__pyx_type_5_cdec_Lattice) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_Lattice = &__pyx_type_5_cdec_Lattice; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_11_sample) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_11_sample = &__pyx_type_5_cdec___pyx_scope_struct_11_sample; + if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_23__make_config) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec___pyx_scope_struct_23__make_config = &__pyx_type_5_cdec___pyx_scope_struct_23__make_config; + __pyx_type_5_cdec_TextGrammar.tp_base = __pyx_ptype_5_cdec_Grammar; + if (PyType_Ready(&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if CYTHON_COMPILING_IN_CPYTHON + { + PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_TextGrammar, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { + __pyx_wrapperbase_5_cdec_11TextGrammar___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; + __pyx_wrapperbase_5_cdec_11TextGrammar___init__.doc = __pyx_doc_5_cdec_11TextGrammar___init__; + ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_11TextGrammar___init__; + } + } + #endif + if (__Pyx_SetAttrString(__pyx_m, "TextGrammar", (PyObject *)&__pyx_type_5_cdec_TextGrammar) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5_cdec_TextGrammar = &__pyx_type_5_cdec_TextGrammar; + /*--- Type import code ---*/ + __pyx_ptype_4cdec_2sa_3_sa_FloatList = __Pyx_ImportType("cdec.sa._sa", "FloatList", sizeof(struct __pyx_obj_4cdec_2sa_3_sa_FloatList), 1); if (unlikely(!__pyx_ptype_4cdec_2sa_3_sa_FloatList)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_4cdec_2sa_3_sa_FloatList = (struct __pyx_vtabstruct_4cdec_2sa_3_sa_FloatList*)__Pyx_GetVtable(__pyx_ptype_4cdec_2sa_3_sa_FloatList->tp_dict); if (unlikely(!__pyx_vtabptr_4cdec_2sa_3_sa_FloatList)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_IntList = __Pyx_ImportType("cdec.sa._sa", "IntList", sizeof(struct __pyx_obj_4cdec_2sa_3_sa_IntList), 1); if (unlikely(!__pyx_ptype_4cdec_2sa_3_sa_IntList)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_4cdec_2sa_3_sa_IntList = (struct __pyx_vtabstruct_4cdec_2sa_3_sa_IntList*)__Pyx_GetVtable(__pyx_ptype_4cdec_2sa_3_sa_IntList->tp_dict); if (unlikely(!__pyx_vtabptr_4cdec_2sa_3_sa_IntList)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_FeatureVector = __Pyx_ImportType("cdec.sa._sa", "FeatureVector", sizeof(struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector), 1); if (unlikely(!__pyx_ptype_4cdec_2sa_3_sa_FeatureVector)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_Phrase = __Pyx_ImportType("cdec.sa._sa", "Phrase", sizeof(struct __pyx_obj_4cdec_2sa_3_sa_Phrase), 1); if (unlikely(!__pyx_ptype_4cdec_2sa_3_sa_Phrase)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_4cdec_2sa_3_sa_Phrase = (struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase*)__Pyx_GetVtable(__pyx_ptype_4cdec_2sa_3_sa_Phrase->tp_dict); if (unlikely(!__pyx_vtabptr_4cdec_2sa_3_sa_Phrase)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_Rule = __Pyx_ImportType("cdec.sa._sa", "Rule", sizeof(struct __pyx_obj_4cdec_2sa_3_sa_Rule), 1); if (unlikely(!__pyx_ptype_4cdec_2sa_3_sa_Rule)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Variable import code ---*/ + /*--- Function import code ---*/ + __pyx_t_1 = __Pyx_ImportModule("cdec.sa._sa"); if (!__pyx_t_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ImportFunction(__pyx_t_1, "sym_tostring", (void (**)(void))&__pyx_f_4cdec_2sa_3_sa_sym_tostring, "char *(int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ImportFunction(__pyx_t_1, "sym_tocat", (void (**)(void))&__pyx_f_4cdec_2sa_3_sa_sym_tocat, "char *(int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ImportFunction(__pyx_t_1, "sym_isvar", (void 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__Pyx_Import(((PyObject *)__pyx_n_s_53), ((PyObject *)__pyx_t_2), -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; + if (PyDict_SetItem(__pyx_d, __pyx_n_s___sa, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":5 + * import cdec.sa._sa as _sa + * + * def _phrase(phrase): # <<<<<<<<<<<<<< + * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) + * + */ + __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_5_cdec_1_phrase, NULL, __pyx_n_s___cdec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + if (PyDict_SetItem(__pyx_d, __pyx_n_s___phrase, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":194 + * return [] + * + * BLEU = Scorer('IBM_BLEU') # <<<<<<<<<<<<<< + * QCRI = Scorer('QCRI_BLEU') + * TER = Scorer('TER') + */ + __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_5_cdec_Scorer)), ((PyObject *)__pyx_k_tuple_58), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__BLEU, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":195 + * + * BLEU = Scorer('IBM_BLEU') + * QCRI = Scorer('QCRI_BLEU') # <<<<<<<<<<<<<< + * TER = Scorer('TER') + * CER = 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PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->curexc_type; + tmp_value = tstate->curexc_value; + tmp_tb = tstate->curexc_traceback; + tstate->curexc_type = type; + tstate->curexc_value = value; + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_Restore(type, value, tb); +#endif +} +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(type, value, tb); +#endif +} + +#if PY_MAJOR_VERSION < 3 +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, + CYTHON_UNUSED PyObject *cause) { + Py_XINCREF(type); + if (!value || value == Py_None) + value = NULL; + else + 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(!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto raise_error; + } + #endif + } + __Pyx_ErrRestore(type, value, tb); + return; +raise_error: + Py_XDECREF(value); + Py_XDECREF(type); + Py_XDECREF(tb); + return; +} +#else /* Python 3+ */ +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { + PyObject* owned_instance = NULL; + if (tb == Py_None) { + tb = 0; + } else if (tb && !PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto bad; + } + if (value == Py_None) + value = 0; + if (PyExceptionInstance_Check(type)) { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto bad; + } + value = type; + type = (PyObject*) Py_TYPE(value); + } else if (PyExceptionClass_Check(type)) { + PyObject *args; + if (!value) + args = PyTuple_New(0); + else if (PyTuple_Check(value)) { + Py_INCREF(value); + args = value; + } else + args = PyTuple_Pack(1, value); + if (!args) + goto bad; + owned_instance = PyEval_CallObject(type, args); + Py_DECREF(args); + if (!owned_instance) + goto bad; + value = owned_instance; + if (!PyExceptionInstance_Check(value)) { + PyErr_Format(PyExc_TypeError, + "calling %R should have returned an instance of " + "BaseException, not %R", + type, Py_TYPE(value)); + goto bad; + } + } else { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto bad; + } +#if PY_VERSION_HEX >= 0x03030000 + if (cause) { +#else + if (cause && cause != Py_None) { +#endif + PyObject *fixed_cause; + if (cause == Py_None) { + fixed_cause = NULL; + } else if (PyExceptionClass_Check(cause)) { + fixed_cause = PyObject_CallObject(cause, NULL); + if (fixed_cause == NULL) + goto bad; + } else if (PyExceptionInstance_Check(cause)) { + fixed_cause = cause; + Py_INCREF(fixed_cause); + } else { + PyErr_SetString(PyExc_TypeError, + "exception causes must derive from " + "BaseException"); + goto bad; + } + PyException_SetCause(value, fixed_cause); + } + PyErr_SetObject(type, value); + if (tb) { + PyThreadState *tstate = PyThreadState_GET(); + PyObject* tmp_tb = tstate->curexc_traceback; + if (tb != tmp_tb) { + Py_INCREF(tb); + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_tb); + } + } +bad: + Py_XDECREF(owned_instance); + return; +} +#endif + +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%s() takes %s %" CYTHON_FORMAT_SSIZE_T "d positional argument%s (%" CYTHON_FORMAT_SSIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings( + PyObject *kwdict, + const char* function_name, + int kw_allowed) +{ + PyObject* key = 0; + Py_ssize_t pos = 0; +#if CPYTHON_COMPILING_IN_PYPY + if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0)) + goto invalid_keyword; + return 1; +#else + while (PyDict_Next(kwdict, &pos, &key, 0)) { + #if PY_MAJOR_VERSION < 3 + if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) + #endif + if (unlikely(!PyUnicode_Check(key))) + 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; +#endif +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 int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact) +{ + if (!type) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (none_allowed && obj == Py_None) return 1; + else if (exact) { + if (Py_TYPE(obj) == type) return 1; + } + else { + if (PyObject_TypeCheck(obj, type)) return 1; + } + PyErr_Format(PyExc_TypeError, + "Argument '%s' has incorrect type (expected %s, got %s)", + name, type->tp_name, Py_TYPE(obj)->tp_name); + return 0; +} + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { + PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); +} + +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION >= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AsString(kw_name)); + #endif +} + +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + continue; + } + name = first_kw_arg; + #if PY_MAJOR_VERSION < 3 + if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { + while (*name) { + if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) + && _PyString_Eq(**name, key)) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + if ((**argname == key) || ( + (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) + && _PyString_Eq(**argname, key))) { + goto arg_passed_twice; + } + argname++; + } + } + } else + #endif + if (likely(PyUnicode_Check(key))) { + while (*name) { + int cmp = (**name == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**name, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + int cmp = (**argname == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**argname, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) goto arg_passed_twice; + argname++; + } + } + } else + goto invalid_keyword_type; + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + goto bad; +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 +bad: + return -1; +} + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { + if (likely(PyList_CheckExact(L))) { + if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return NULL; + Py_INCREF(Py_None); + return Py_None; /* this is just to have an accurate signature */ + } else { + return __Pyx_PyObject_CallMethod1(L, __pyx_n_s__append, x); + } +} + +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (!j) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) { + PyObject *r = PyList_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } + else if (PyTuple_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_item)) { + if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else + return NULL; + } + } + return m->sq_item(o, i); + } + } +#else + if (is_list || PySequence_Check(o)) { + return PySequence_GetItem(o, i); + } +#endif + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); +} + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { + PyErr_Format(PyExc_ValueError, + "need more than %" CYTHON_FORMAT_SSIZE_T "d value%s to unpack", + index, (index == 1) ? "" : "s"); +} + +static CYTHON_INLINE int __Pyx_IterFinish(void) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + PyObject* exc_type = tstate->curexc_type; + if (unlikely(exc_type)) { + if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) { + PyObject *exc_value, *exc_tb; + exc_value = tstate->curexc_value; + exc_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; + Py_DECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_tb); + return 0; + } else { + return -1; + } + } + return 0; +#else + if (unlikely(PyErr_Occurred())) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { + PyErr_Clear(); + return 0; + } else { + return -1; + } + } + return 0; +#endif +} + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { + if (unlikely(retval)) { + Py_DECREF(retval); + __Pyx_RaiseTooManyValuesError(expected); + return -1; + } else { + return __Pyx_IterFinish(); + } + return 0; +} + +static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { + PyObject *result; +#if CYTHON_COMPILING_IN_CPYTHON + result = PyDict_GetItem(__pyx_d, name); + if (result) { + Py_INCREF(result); + } else { +#else + result = PyObject_GetItem(__pyx_d, name); + if (!result) { + PyErr_Clear(); +#endif + result = __Pyx_GetBuiltinName(name); + } + return result; +} + +static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, + CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +} + +static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject* defval) { + PyObject* next; + iternextfunc iternext = Py_TYPE(iterator)->tp_iternext; +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(!iternext)) { +#else + if (unlikely(!iternext) || unlikely(!PyIter_Check(iterator))) { +#endif + PyErr_Format(PyExc_TypeError, + "%.200s object is not an iterator", Py_TYPE(iterator)->tp_name); + return NULL; + } + next = iternext(iterator); + if (likely(next)) + return next; +#if CYTHON_COMPILING_IN_CPYTHON +#if PY_VERSION_HEX >= 0x03010000 || (PY_MAJOR_VERSION < 3 && PY_VERSION_HEX >= 0x02070000) + if (unlikely(iternext == &_PyObject_NextNotImplemented)) + return NULL; +#endif +#endif + if (defval) { + PyObject* exc_type = PyErr_Occurred(); + if (exc_type) { + if (unlikely(exc_type != PyExc_StopIteration) && + !PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) + return NULL; + PyErr_Clear(); + } + Py_INCREF(defval); + return defval; + } + if (!PyErr_Occurred()) + PyErr_SetNone(PyExc_StopIteration); + return NULL; +} + +static PyObject * +__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure) +{ + if (unlikely(op->func_doc == NULL)) { + if (op->func.m_ml->ml_doc) { +#if PY_MAJOR_VERSION >= 3 + op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc); +#else + op->func_doc = PyString_FromString(op->func.m_ml->ml_doc); +#endif + if (unlikely(op->func_doc == NULL)) + return NULL; + } else { + Py_INCREF(Py_None); + return Py_None; + } + } + Py_INCREF(op->func_doc); + return op->func_doc; +} +static int +__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp = op->func_doc; + if (value == NULL) + value = Py_None; /* Mark as deleted */ + Py_INCREF(value); + op->func_doc = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op) +{ + if (unlikely(op->func_name == NULL)) { +#if PY_MAJOR_VERSION >= 3 + op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name); +#else + op->func_name = PyString_InternFromString(op->func.m_ml->ml_name); +#endif + if (unlikely(op->func_name == NULL)) + return NULL; + } + Py_INCREF(op->func_name); + return op->func_name; +} +static int +__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) { +#else + if (unlikely(value == NULL || !PyString_Check(value))) { +#endif + PyErr_SetString(PyExc_TypeError, + "__name__ must be set to a string object"); + return -1; + } + tmp = op->func_name; + Py_INCREF(value); + op->func_name = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op) +{ + Py_INCREF(op->func_qualname); + return op->func_qualname; +} +static int +__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) { +#else + if (unlikely(value == NULL || !PyString_Check(value))) { +#endif + PyErr_SetString(PyExc_TypeError, + "__qualname__ must be set to a string object"); + return -1; + } + tmp = op->func_qualname; + Py_INCREF(value); + op->func_qualname = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure) +{ + PyObject *self; + self = m->func_closure; + if (self == NULL) + self = Py_None; + Py_INCREF(self); + return self; +} +static PyObject * +__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op) +{ + if (unlikely(op->func_dict == NULL)) { + op->func_dict = PyDict_New(); + if (unlikely(op->func_dict == NULL)) + return NULL; + } + Py_INCREF(op->func_dict); + return op->func_dict; +} +static int +__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; + if (unlikely(value == NULL)) { + PyErr_SetString(PyExc_TypeError, + "function's dictionary may not be deleted"); + return -1; + } + if (unlikely(!PyDict_Check(value))) { + PyErr_SetString(PyExc_TypeError, + "setting function's dictionary to a non-dict"); + return -1; + } + tmp = op->func_dict; + Py_INCREF(value); + op->func_dict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_globals(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + PyObject* dict = PyModule_GetDict(__pyx_m); + Py_XINCREF(dict); + return dict; +} +static PyObject * +__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + Py_INCREF(Py_None); + return Py_None; +} +static PyObject * +__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op) +{ + PyObject* result = (op->func_code) ? op->func_code : Py_None; + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) { + PyObject *res = op->defaults_getter((PyObject *) op); + if (unlikely(!res)) + return -1; + op->defaults_tuple = PyTuple_GET_ITEM(res, 0); + Py_INCREF(op->defaults_tuple); + op->defaults_kwdict = PyTuple_GET_ITEM(res, 1); + Py_INCREF(op->defaults_kwdict); + Py_DECREF(res); + return 0; +} +static int +__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyTuple_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__defaults__ must be set to a tuple object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_tuple; + op->defaults_tuple = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) { + PyObject* result = op->defaults_tuple; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_tuple; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__kwdefaults__ must be set to a dict object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_kwdict; + op->defaults_kwdict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) { + PyObject* result = op->defaults_kwdict; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_kwdict; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value || value == Py_None) { + value = NULL; + } else if (!PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__annotations__ must be set to a dict object"); + return -1; + } + Py_XINCREF(value); + tmp = op->func_annotations; + op->func_annotations = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) { + PyObject* result = op->func_annotations; + if (unlikely(!result)) { + result = PyDict_New(); + if (unlikely(!result)) return NULL; + op->func_annotations = result; + } + Py_INCREF(result); + return result; +} +static PyGetSetDef __pyx_CyFunction_getsets[] = { + {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0}, + {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0}, + {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0}, + {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0}, + {0, 0, 0, 0, 0} +}; +#ifndef PY_WRITE_RESTRICTED /* < Py2.5 */ +#define PY_WRITE_RESTRICTED WRITE_RESTRICTED +#endif +static PyMemberDef __pyx_CyFunction_members[] = { + {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0}, + {0, 0, 0, 0, 0} +}; +static PyObject * +__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args) +{ +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromString(m->func.m_ml->ml_name); +#else + return PyString_FromString(m->func.m_ml->ml_name); +#endif +} +static PyMethodDef __pyx_CyFunction_methods[] = { + {__Pyx_NAMESTR("__reduce__"), (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, + {0, 0, 0, 0} +}; +static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname, + PyObject *closure, PyObject *module, PyObject* code) { + __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type); + if (op == NULL) + return NULL; + op->flags = flags; + op->func_weakreflist = NULL; + op->func.m_ml = ml; + op->func.m_self = (PyObject *) op; + Py_XINCREF(closure); + op->func_closure = closure; + Py_XINCREF(module); + op->func.m_module = module; + op->func_dict = NULL; + op->func_name = NULL; + Py_INCREF(qualname); + op->func_qualname = qualname; + op->func_doc = NULL; + op->func_classobj = NULL; + Py_XINCREF(code); + op->func_code = code; + op->defaults_pyobjects = 0; + op->defaults = NULL; + op->defaults_tuple = NULL; + op->defaults_kwdict = NULL; + op->defaults_getter = NULL; + op->func_annotations = NULL; + PyObject_GC_Track(op); + return (PyObject *) op; +} +static int +__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) +{ + Py_CLEAR(m->func_closure); + Py_CLEAR(m->func.m_module); + Py_CLEAR(m->func_dict); + Py_CLEAR(m->func_name); + Py_CLEAR(m->func_qualname); + Py_CLEAR(m->func_doc); + Py_CLEAR(m->func_code); + Py_CLEAR(m->func_classobj); + Py_CLEAR(m->defaults_tuple); + Py_CLEAR(m->defaults_kwdict); + Py_CLEAR(m->func_annotations); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_XDECREF(pydefaults[i]); + PyMem_Free(m->defaults); + m->defaults = NULL; + } + return 0; +} +static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + PyObject_GC_UnTrack(m); + if (m->func_weakreflist != NULL) + PyObject_ClearWeakRefs((PyObject *) m); + __Pyx_CyFunction_clear(m); + PyObject_GC_Del(m); +} +static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) +{ + Py_VISIT(m->func_closure); + Py_VISIT(m->func.m_module); + Py_VISIT(m->func_dict); + Py_VISIT(m->func_name); + Py_VISIT(m->func_qualname); + Py_VISIT(m->func_doc); + Py_VISIT(m->func_code); + Py_VISIT(m->func_classobj); + Py_VISIT(m->defaults_tuple); + Py_VISIT(m->defaults_kwdict); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_VISIT(pydefaults[i]); + } + return 0; +} +static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type) +{ + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { + Py_INCREF(func); + return func; + } + if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) { + if (type == NULL) + type = (PyObject *)(Py_TYPE(obj)); + return PyMethod_New(func, + type, (PyObject *)(Py_TYPE(type))); + } + if (obj == Py_None) + obj = NULL; + return PyMethod_New(func, obj, type); +} +static PyObject* +__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) +{ +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromFormat("", + op->func_qualname, (void *)op); +#else + return PyString_FromFormat("", + PyString_AsString(op->func_qualname), (void *)op); +#endif +} +#if CYTHON_COMPILING_IN_PYPY +static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + PyCFunctionObject* f = (PyCFunctionObject*)func; + PyCFunction meth = PyCFunction_GET_FUNCTION(func); + PyObject *self = PyCFunction_GET_SELF(func); + Py_ssize_t size; + switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) { + case METH_VARARGS: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) + return (*meth)(self, arg); + break; + case METH_VARARGS | METH_KEYWORDS: + return (*(PyCFunctionWithKeywords)meth)(self, arg, kw); + case METH_NOARGS: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) { + size = PyTuple_GET_SIZE(arg); + if (size == 0) + return (*meth)(self, NULL); + PyErr_Format(PyExc_TypeError, + "%.200s() takes no arguments (%zd given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + case METH_O: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) { + size = PyTuple_GET_SIZE(arg); + if (size == 1) + return (*meth)(self, PyTuple_GET_ITEM(arg, 0)); + PyErr_Format(PyExc_TypeError, + "%.200s() takes exactly one argument (%zd given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + default: + PyErr_SetString(PyExc_SystemError, "Bad call flags in " + "__Pyx_CyFunction_Call. METH_OLDARGS is no " + "longer supported!"); + return NULL; + } + PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments", + f->m_ml->ml_name); + return NULL; +} +#else +static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + return PyCFunction_Call(func, arg, kw); +} +#endif +static PyTypeObject __pyx_CyFunctionType_type = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/ + sizeof(__pyx_CyFunctionObject), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + (destructor) __Pyx_CyFunction_dealloc, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ +#if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ +#else + 0, /*reserved*/ +#endif + (reprfunc) __Pyx_CyFunction_repr, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + __Pyx_CyFunction_Call, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ + 0, /*tp_doc*/ + (traverseproc) __Pyx_CyFunction_traverse, /*tp_traverse*/ + (inquiry) __Pyx_CyFunction_clear, /*tp_clear*/ + 0, /*tp_richcompare*/ + offsetof(__pyx_CyFunctionObject, func_weakreflist), /* tp_weaklistoffse */ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_CyFunction_methods, /*tp_methods*/ + __pyx_CyFunction_members, /*tp_members*/ + __pyx_CyFunction_getsets, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + __Pyx_CyFunction_descr_get, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + offsetof(__pyx_CyFunctionObject, func_dict),/*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + 0, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ +#if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ +#endif +}; +static int __Pyx_CyFunction_init(void) { +#if !CYTHON_COMPILING_IN_PYPY + __pyx_CyFunctionType_type.tp_call = PyCFunction_Call; +#endif + if (PyType_Ready(&__pyx_CyFunctionType_type) < 0) + return -1; + __pyx_CyFunctionType = &__pyx_CyFunctionType_type; + return 0; +} +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults = PyMem_Malloc(size); + if (!m->defaults) + return PyErr_NoMemory(); + memset(m->defaults, 0, size); + m->defaults_pyobjects = pyobjects; + return m->defaults; +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_tuple = tuple; + Py_INCREF(tuple); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_kwdict = dict; + Py_INCREF(dict); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->func_annotations = dict; + Py_INCREF(dict); +} + +static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value) { + PyObject* value; +#if PY_MAJOR_VERSION >= 3 + value = PyDict_GetItemWithError(d, key); + if (unlikely(!value)) { + if (unlikely(PyErr_Occurred())) + return NULL; + value = default_value; + } + Py_INCREF(value); +#else + if (PyString_CheckExact(key) || PyUnicode_CheckExact(key) || PyInt_CheckExact(key)) { + value = PyDict_GetItem(d, key); + if (unlikely(!value)) { + value = default_value; + } + Py_INCREF(value); + } else { + if (default_value == Py_None) + default_value = NULL; + value = PyObject_CallMethodObjArgs( + d, __pyx_n_s__get, key, default_value, NULL); + } +#endif + return value; +} + +static double __Pyx__PyObject_AsDouble(PyObject* obj) { + PyObject* float_value; +#if CYTHON_COMPILING_IN_PYPY + float_value = PyNumber_Float(obj); +#else + PyNumberMethods *nb = Py_TYPE(obj)->tp_as_number; + if (likely(nb) && likely(nb->nb_float)) { + float_value = nb->nb_float(obj); + if (likely(float_value) && unlikely(!PyFloat_Check(float_value))) { + PyErr_Format(PyExc_TypeError, + "__float__ returned non-float (type %.200s)", + Py_TYPE(float_value)->tp_name); + Py_DECREF(float_value); + goto bad; + } + } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) { +#if PY_MAJOR_VERSION >= 3 + float_value = PyFloat_FromString(obj); +#else + float_value = PyFloat_FromString(obj, 0); +#endif + } else { + PyObject* args = PyTuple_New(1); + if (unlikely(!args)) goto bad; + PyTuple_SET_ITEM(args, 0, obj); + float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0); + PyTuple_SET_ITEM(args, 0, 0); + Py_DECREF(args); + } +#endif + if (likely(float_value)) { + double value = PyFloat_AS_DOUBLE(float_value); + Py_DECREF(float_value); + return value; + } +bad: + return (double)-1; +} + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *local_type, *local_value, *local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + local_type = tstate->curexc_type; + local_value = tstate->curexc_value; + local_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(&local_type, &local_value, &local_tb); +#endif + PyErr_NormalizeException(&local_type, &local_value, &local_tb); +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(tstate->curexc_type)) +#else + if (unlikely(PyErr_Occurred())) +#endif + goto bad; + #if PY_MAJOR_VERSION >= 3 + if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) + goto bad; + #endif + Py_INCREF(local_type); + Py_INCREF(local_value); + Py_INCREF(local_tb); + *type = local_type; + *value = local_value; + *tb = local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = local_type; + tstate->exc_value = local_value; + tstate->exc_traceback = local_tb; + /* Make sure tstate is in a consistent state when we XDECREF + these objects (DECREF may run arbitrary code). */ + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(local_type, local_value, local_tb); +#endif + return 0; +bad: + *type = 0; + *value = 0; + *tb = 0; + Py_XDECREF(local_type); + Py_XDECREF(local_value); + Py_XDECREF(local_tb); + return -1; +} + +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + PyObject *ob = PyCapsule_New(vtable, 0, 0); +#else + PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); +#endif + if (!ob) + goto bad; + if (PyDict_SetItem(dict, __pyx_n_s____pyx_vtable__, ob) < 0) + goto bad; + Py_DECREF(ob); + return 0; +bad: + Py_XDECREF(ob); + return -1; +} + +static void* __Pyx_GetVtable(PyObject *dict) { + void* ptr; + PyObject *ob = PyObject_GetItem(dict, __pyx_n_s____pyx_vtable__); + if (!ob) + goto bad; +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + ptr = PyCapsule_GetPointer(ob, 0); +#else + ptr = PyCObject_AsVoidPtr(ob); +#endif + if (!ptr && !PyErr_Occurred()) + PyErr_SetString(PyExc_RuntimeError, "invalid vtable found for imported type"); + Py_DECREF(ob); + return ptr; +bad: + Py_XDECREF(ob); + return NULL; +} + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); +#else + PyErr_GetExcInfo(type, value, tb); +#endif +} +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(type, value, tb); +#endif +} + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { + PyObject *empty_list = 0; + PyObject *module = 0; + PyObject *global_dict = 0; + PyObject *empty_dict = 0; + PyObject *list; + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_import; + py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s____import__); + if (!py_import) + goto bad; + #endif + if (from_list) + list = from_list; + else { + empty_list = PyList_New(0); + if (!empty_list) + goto bad; + list = empty_list; + } + global_dict = PyModule_GetDict(__pyx_m); + if (!global_dict) + goto bad; + empty_dict = PyDict_New(); + if (!empty_dict) + goto bad; + #if PY_VERSION_HEX >= 0x02050000 + { + #if PY_MAJOR_VERSION >= 3 + if (level == -1) { + if (strchr(__Pyx_MODULE_NAME, '.')) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(1); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, 1); + #endif + if (!module) { + if (!PyErr_ExceptionMatches(PyExc_ImportError)) + goto bad; + PyErr_Clear(); + } + } + level = 0; /* try absolute import on failure */ + } + #endif + if (!module) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(level); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, level); + #endif + } + } + #else + if (level>0) { + PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); + goto bad; + } + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, NULL); + #endif +bad: + #if PY_VERSION_HEX < 0x03030000 + Py_XDECREF(py_import); + #endif + Py_XDECREF(empty_list); + Py_XDECREF(empty_dict); + return module; +} + +static PyObject *__Pyx_FindPy2Metaclass(PyObject *bases) { + PyObject *metaclass; +#if PY_MAJOR_VERSION < 3 + if (PyTuple_Check(bases) && PyTuple_GET_SIZE(bases) > 0) { + PyObject *base = PyTuple_GET_ITEM(bases, 0); + metaclass = __Pyx_PyObject_GetAttrStr(base, __pyx_n_s____class__); + if (!metaclass) { + PyErr_Clear(); + metaclass = (PyObject*) Py_TYPE(base); + } + } else { + metaclass = (PyObject *) &PyClass_Type; + } +#else + if (PyTuple_Check(bases) && PyTuple_GET_SIZE(bases) > 0) { + PyObject *base = PyTuple_GET_ITEM(bases, 0); + metaclass = (PyObject*) Py_TYPE(base); + } else { + metaclass = (PyObject *) &PyType_Type; + } +#endif + Py_INCREF(metaclass); + return metaclass; +} + +static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *name, + PyObject *qualname, PyObject *modname) { + PyObject *result; + PyObject *metaclass; + if (PyDict_SetItem(dict, __pyx_n_s____module__, modname) < 0) + return NULL; + if (PyDict_SetItem(dict, __pyx_n_s____qualname__, qualname) < 0) + return NULL; + metaclass = PyDict_GetItem(dict, __pyx_n_s____metaclass__); + if (metaclass) { + Py_INCREF(metaclass); + } else { + metaclass = __Pyx_FindPy2Metaclass(bases); + } + result = PyObject_CallFunctionObjArgs(metaclass, name, bases, dict, NULL); + Py_DECREF(metaclass); + return result; +} + +static CYTHON_INLINE WordID __Pyx_PyInt_from_py_WordID(PyObject* x) { + const WordID neg_one = (WordID)-1, const_zero = (WordID)0; + const int is_unsigned = const_zero < neg_one; + if (sizeof(WordID) == sizeof(char)) { + if (is_unsigned) + return (WordID)__Pyx_PyInt_AsUnsignedChar(x); + else + return (WordID)__Pyx_PyInt_AsSignedChar(x); + } else if (sizeof(WordID) == sizeof(short)) { + if (is_unsigned) + return (WordID)__Pyx_PyInt_AsUnsignedShort(x); + else + return (WordID)__Pyx_PyInt_AsSignedShort(x); + } else if (sizeof(WordID) == sizeof(int)) { + if (is_unsigned) + return (WordID)__Pyx_PyInt_AsUnsignedInt(x); + else + return (WordID)__Pyx_PyInt_AsSignedInt(x); + } else if (sizeof(WordID) == sizeof(long)) { + if (is_unsigned) + return (WordID)__Pyx_PyInt_AsUnsignedLong(x); + else + return (WordID)__Pyx_PyInt_AsSignedLong(x); + } else if (sizeof(WordID) == sizeof(PY_LONG_LONG)) { + if (is_unsigned) + return (WordID)__Pyx_PyInt_AsUnsignedLongLong(x); + else + return (WordID)__Pyx_PyInt_AsSignedLongLong(x); + } else { + #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); + #else + WordID val; + PyObject *v = __Pyx_PyNumber_Int(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } + #endif + return (WordID)-1; + } +} + +static PyObject* __Pyx_Globals(void) { + Py_ssize_t i; + PyObject *names = NULL; + PyObject *globals = PyObject_GetAttr(__pyx_m, __pyx_n_s____dict__); + if (!globals) { + PyErr_SetString(PyExc_TypeError, + "current module must have __dict__ attribute"); + goto bad; + } + names = PyObject_Dir(__pyx_m); + if (!names) + goto bad; + for (i = PyList_GET_SIZE(names)-1; i >= 0; i--) { +#if CYTHON_COMPILING_IN_PYPY + PyObject* name = PySequence_GetItem(names, i); + if (!name) + goto bad; +#else + PyObject* name = PyList_GET_ITEM(names, i); +#endif + if (!PyDict_Contains(globals, name)) { + PyObject* value = PyObject_GetAttr(__pyx_m, name); + if (!value) { +#if CYTHON_COMPILING_IN_PYPY + Py_DECREF(name); +#endif + goto bad; + } + if (PyDict_SetItem(globals, name, value) < 0) { +#if CYTHON_COMPILING_IN_PYPY + Py_DECREF(name); +#endif + Py_DECREF(value); + goto bad; + } + } +#if CYTHON_COMPILING_IN_PYPY + Py_DECREF(name); +#endif + } + Py_DECREF(names); + return globals; +bad: + Py_XDECREF(names); + Py_XDECREF(globals); + return NULL; +} + +static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { + const unsigned char neg_one = (unsigned char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned char" : + "value too large to convert to unsigned char"); + } + return (unsigned char)-1; + } + return (unsigned char)val; + } + return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { + const unsigned short neg_one = (unsigned short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned short" : + "value too large to convert to unsigned short"); + } + return (unsigned short)-1; + } + return (unsigned short)val; + } + return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { + const unsigned int neg_one = (unsigned int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned int" : + "value too large to convert to unsigned int"); + } + return (unsigned int)-1; + } + return (unsigned int)val; + } + return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { + const char neg_one = (char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to char" : + "value too large to convert to char"); + } + return (char)-1; + } + return (char)val; + } + return (char)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { + const short neg_one = (short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to short" : + "value too large to convert to short"); + } + return (short)-1; + } + return (short)val; + } + return (short)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { + const signed char neg_one = (signed char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed char" : + "value too large to convert to signed char"); + } + return (signed char)-1; + } + return (signed char)val; + } + return (signed char)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { + const signed short neg_one = (signed short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed short" : + "value too large to convert to signed short"); + } + return (signed short)-1; + } + return (signed short)val; + } + return (signed short)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { + const signed int neg_one = (signed int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed int" : + "value too large to convert to signed int"); + } + return (signed int)-1; + } + return (signed int)val; + } + return (signed int)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { + const unsigned long neg_one = (unsigned long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (unsigned long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(unsigned long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(unsigned long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (unsigned long)PyLong_AsLong(x); + } + } else { + unsigned long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned long)-1; + val = __Pyx_PyInt_AsUnsignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { + const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + unsigned PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsUnsignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) { + const long neg_one = (long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + return (long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + return (long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (long)PyLong_AsLong(x); + } + } else { + long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (long)-1; + val = __Pyx_PyInt_AsLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { + const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { + const signed long neg_one = (signed long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (signed long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(signed long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(signed long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (signed long)PyLong_AsLong(x); + } + } else { + signed long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed long)-1; + val = __Pyx_PyInt_AsSignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { + const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (signed PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + signed PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsSignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = *type; + tstate->exc_value = *value; + tstate->exc_traceback = *tb; +#else + PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); + PyErr_SetExcInfo(*type, *value, *tb); +#endif + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} + +static PyObject *__Pyx_Generator_Next(PyObject *self); +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value); +static PyObject *__Pyx_Generator_Close(PyObject *self); +static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args); +static PyTypeObject *__pyx_GeneratorType = 0; +#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType) +#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) { + PyObject *et, *ev, *tb; + PyObject *value = NULL; + __Pyx_ErrFetch(&et, &ev, &tb); + if (!et) { + Py_XDECREF(tb); + Py_XDECREF(ev); + Py_INCREF(Py_None); + *pvalue = Py_None; + return 0; + } + if (unlikely(et != PyExc_StopIteration) && + unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + if (likely(et == PyExc_StopIteration)) { + if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) { + if (!ev) { + Py_INCREF(Py_None); + ev = Py_None; + } + Py_XDECREF(tb); + Py_DECREF(et); + *pvalue = ev; + return 0; + } + } + PyErr_NormalizeException(&et, &ev, &tb); + if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + Py_XDECREF(tb); + Py_DECREF(et); +#if PY_VERSION_HEX >= 0x030300A0 + value = ((PyStopIterationObject *)ev)->value; + Py_INCREF(value); + Py_DECREF(ev); +#else + { + PyObject* args = PyObject_GetAttr(ev, __pyx_n_s__args); + Py_DECREF(ev); + if (likely(args)) { + value = PyObject_GetItem(args, 0); + Py_DECREF(args); + } + if (unlikely(!value)) { + __Pyx_ErrRestore(NULL, NULL, NULL); + Py_INCREF(Py_None); + value = Py_None; + } + } +#endif + *pvalue = value; + return 0; +} +#endif +static CYTHON_INLINE +void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) { + PyObject *exc_type = self->exc_type; + PyObject *exc_value = self->exc_value; + PyObject *exc_traceback = self->exc_traceback; + self->exc_type = NULL; + self->exc_value = NULL; + self->exc_traceback = NULL; + Py_XDECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_traceback); +} +static CYTHON_INLINE +int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) { + if (unlikely(gen->is_running)) { + PyErr_SetString(PyExc_ValueError, + "generator already executing"); + return 1; + } + return 0; +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) { + PyObject *retval; + assert(!self->is_running); + if (unlikely(self->resume_label == 0)) { + if (unlikely(value && value != Py_None)) { + PyErr_SetString(PyExc_TypeError, + "can't send non-None value to a " + "just-started generator"); + return NULL; + } + } + if (unlikely(self->resume_label == -1)) { + PyErr_SetNone(PyExc_StopIteration); + return NULL; + } + if (value) { +#if CYTHON_COMPILING_IN_PYPY +#else + /* Generators always return to their most recent caller, not + * necessarily their creator. */ + if (self->exc_traceback) { + PyThreadState *tstate = PyThreadState_GET(); + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_XINCREF(tstate->frame); + assert(f->f_back == NULL); + f->f_back = tstate->frame; + } +#endif + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); + } else { + __Pyx_Generator_ExceptionClear(self); + } + self->is_running = 1; + retval = self->body((PyObject *) self, value); + self->is_running = 0; + if (retval) { + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); +#if CYTHON_COMPILING_IN_PYPY +#else + /* Don't keep the reference to f_back any longer than necessary. It + * may keep a chain of frames alive or it could create a reference + * cycle. */ + if (self->exc_traceback) { + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_CLEAR(f->f_back); + } +#endif + } else { + __Pyx_Generator_ExceptionClear(self); + } + return retval; +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) { + PyObject *ret; + PyObject *val = NULL; + __Pyx_Generator_Undelegate(gen); + __Pyx_PyGen_FetchStopIterationValue(&val); + ret = __Pyx_Generator_SendEx(gen, val); + Py_XDECREF(val); + return ret; +} +static PyObject *__Pyx_Generator_Next(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + ret = Py_TYPE(yf)->tp_iternext(yf); + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, Py_None); +} +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Send(yf, value); + } else { + if (value == Py_None) + ret = PyIter_Next(yf); + else + ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s__send, value); + } + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, value); +} +static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) { + PyObject *retval = NULL; + int err = 0; + if (__Pyx_Generator_CheckExact(yf)) { + retval = __Pyx_Generator_Close(yf); + if (!retval) + return -1; + } else { + PyObject *meth; + gen->is_running = 1; + meth = PyObject_GetAttr(yf, __pyx_n_s__close); + if (unlikely(!meth)) { + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_WriteUnraisable(yf); + } + PyErr_Clear(); + } else { + retval = PyObject_CallFunction(meth, NULL); + Py_DECREF(meth); + if (!retval) + err = -1; + } + gen->is_running = 0; + } + Py_XDECREF(retval); + return err; +} +static PyObject *__Pyx_Generator_Close(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject *retval, *raised_exception; + PyObject *yf = gen->yieldfrom; + int err = 0; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + Py_INCREF(yf); + err = __Pyx_Generator_CloseIter(gen, yf); + __Pyx_Generator_Undelegate(gen); + Py_DECREF(yf); + } + if (err == 0) +#if PY_VERSION_HEX < 0x02050000 + PyErr_SetNone(PyExc_StopIteration); +#else + PyErr_SetNone(PyExc_GeneratorExit); +#endif + retval = __Pyx_Generator_SendEx(gen, NULL); + if (retval) { + Py_DECREF(retval); + PyErr_SetString(PyExc_RuntimeError, + "generator ignored GeneratorExit"); + return NULL; + } + raised_exception = PyErr_Occurred(); + if (!raised_exception + || raised_exception == PyExc_StopIteration +#if PY_VERSION_HEX >= 0x02050000 + || raised_exception == PyExc_GeneratorExit + || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit) +#endif + || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration)) + { + if (raised_exception) PyErr_Clear(); /* ignore these errors */ + Py_INCREF(Py_None); + return Py_None; + } + return NULL; +} +static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject *typ; + PyObject *tb = NULL; + PyObject *val = NULL; + PyObject *yf = gen->yieldfrom; + if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) + return NULL; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + Py_INCREF(yf); +#if PY_VERSION_HEX >= 0x02050000 + if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) { + int err = __Pyx_Generator_CloseIter(gen, yf); + Py_DECREF(yf); + __Pyx_Generator_Undelegate(gen); + if (err < 0) + return __Pyx_Generator_SendEx(gen, NULL); + goto throw_here; + } +#endif + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Throw(yf, args); + } else { + PyObject *meth = PyObject_GetAttr(yf, __pyx_n_s__throw); + if (unlikely(!meth)) { + Py_DECREF(yf); + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + gen->is_running = 0; + return NULL; + } + PyErr_Clear(); + __Pyx_Generator_Undelegate(gen); + gen->is_running = 0; + goto throw_here; + } + ret = PyObject_CallObject(meth, args); + Py_DECREF(meth); + } + gen->is_running = 0; + Py_DECREF(yf); + if (!ret) { + ret = __Pyx_Generator_FinishDelegation(gen); + } + return ret; + } +throw_here: + __Pyx_Raise(typ, val, tb, NULL); + return __Pyx_Generator_SendEx(gen, NULL); +} +static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_VISIT(gen->closure); + Py_VISIT(gen->classobj); + Py_VISIT(gen->yieldfrom); + Py_VISIT(gen->exc_type); + Py_VISIT(gen->exc_value); + Py_VISIT(gen->exc_traceback); + return 0; +} +static int __Pyx_Generator_clear(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_CLEAR(gen->closure); + Py_CLEAR(gen->classobj); + Py_CLEAR(gen->yieldfrom); + Py_CLEAR(gen->exc_type); + Py_CLEAR(gen->exc_value); + Py_CLEAR(gen->exc_traceback); + return 0; +} +static void __Pyx_Generator_dealloc(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject_GC_UnTrack(gen); + if (gen->gi_weakreflist != NULL) + PyObject_ClearWeakRefs(self); + PyObject_GC_Track(self); + if (gen->resume_label > 0) { + Py_TYPE(gen)->tp_del(self); + if (self->ob_refcnt > 0) + return; /* resurrected. :( */ + } + PyObject_GC_UnTrack(self); + __Pyx_Generator_clear(self); + PyObject_GC_Del(gen); +} +static void __Pyx_Generator_del(PyObject *self) { + PyObject *res; + PyObject *error_type, *error_value, *error_traceback; + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + if (gen->resume_label <= 0) + return ; + assert(self->ob_refcnt == 0); + self->ob_refcnt = 1; + __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); + res = __Pyx_Generator_Close(self); + if (res == NULL) + PyErr_WriteUnraisable(self); + else + Py_DECREF(res); + __Pyx_ErrRestore(error_type, error_value, error_traceback); + /* Undo the temporary resurrection; can't use DECREF here, it would + * cause a recursive call. + */ + assert(self->ob_refcnt > 0); + if (--self->ob_refcnt == 0) + return; /* this is the normal path out */ + /* close() resurrected it! Make it look like the original Py_DECREF + * never happened. + */ + { + Py_ssize_t refcnt = self->ob_refcnt; + _Py_NewReference(self); + self->ob_refcnt = refcnt; + } +#if CYTHON_COMPILING_IN_CPYTHON + assert(PyType_IS_GC(self->ob_type) && + _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); + /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so + * we need to undo that. */ + _Py_DEC_REFTOTAL; +#endif + /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object + * chain, so no more to do there. + * If COUNT_ALLOCS, the original decref bumped tp_frees, and + * _Py_NewReference bumped tp_allocs: both of those need to be + * undone. + */ +#ifdef COUNT_ALLOCS + --Py_TYPE(self)->tp_frees; + --Py_TYPE(self)->tp_allocs; +#endif +} +static PyMemberDef __pyx_Generator_memberlist[] = { + {(char *) "gi_running", +#if PY_VERSION_HEX >= 0x02060000 + T_BOOL, +#else + T_BYTE, +#endif + offsetof(__pyx_GeneratorObject, is_running), + READONLY, + NULL}, + {0, 0, 0, 0, 0} +}; +static PyMethodDef __pyx_Generator_methods[] = { + {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0}, + {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0}, + {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0}, + {0, 0, 0, 0} +}; +static PyTypeObject __pyx_GeneratorType_type = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("generator"), /*tp_name*/ + sizeof(__pyx_GeneratorObject), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + (destructor) __Pyx_Generator_dealloc,/*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ + 0, /*tp_doc*/ + (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */ + 0, /*tp_iter*/ + (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/ + __pyx_Generator_methods, /*tp_methods*/ + __pyx_Generator_memberlist, /*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*/ + 0, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + __Pyx_Generator_del, /*tp_del*/ +#if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ +#endif +}; +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure) { + __pyx_GeneratorObject *gen = + PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type); + if (gen == NULL) + return NULL; + gen->body = body; + gen->closure = closure; + Py_XINCREF(closure); + gen->is_running = 0; + gen->resume_label = 0; + gen->classobj = NULL; + gen->yieldfrom = NULL; + gen->exc_type = NULL; + gen->exc_value = NULL; + gen->exc_traceback = NULL; + gen->gi_weakreflist = NULL; + PyObject_GC_Track(gen); + return gen; +} +static int __pyx_Generator_init(void) { + __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr; + __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter; + if (PyType_Ready(&__pyx_GeneratorType_type)) { + return -1; + } + __pyx_GeneratorType = &__pyx_GeneratorType_type; + return 0; +} + +static int __Pyx_check_binary_version(void) { + char ctversion[4], rtversion[4]; + PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); + PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); + if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { + char message[200]; + PyOS_snprintf(message, sizeof(message), + "compiletime version %s of module '%.100s' " + "does not match runtime version %s", + ctversion, __Pyx_MODULE_NAME, rtversion); + #if PY_VERSION_HEX < 0x02050000 + return PyErr_Warn(NULL, message); + #else + return PyErr_WarnEx(NULL, message, 1); + #endif + } + return 0; +} + +#ifndef __PYX_HAVE_RT_ImportModule +#define __PYX_HAVE_RT_ImportModule +static PyObject *__Pyx_ImportModule(const char *name) { + PyObject *py_name = 0; + PyObject *py_module = 0; + py_name = __Pyx_PyIdentifier_FromString(name); + if (!py_name) + goto bad; + py_module = PyImport_Import(py_name); + Py_DECREF(py_name); + return py_module; +bad: + Py_XDECREF(py_name); + return 0; +} +#endif + +#ifndef __PYX_HAVE_RT_ImportType +#define __PYX_HAVE_RT_ImportType +static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, + size_t size, int strict) +{ + PyObject *py_module = 0; + PyObject *result = 0; + PyObject *py_name = 0; + char warning[200]; + Py_ssize_t basicsize; +#ifdef Py_LIMITED_API + PyObject *py_basicsize; +#endif + py_module = __Pyx_ImportModule(module_name); + if (!py_module) + goto bad; + py_name = __Pyx_PyIdentifier_FromString(class_name); + if (!py_name) + goto bad; + result = PyObject_GetAttr(py_module, py_name); + Py_DECREF(py_name); + py_name = 0; + Py_DECREF(py_module); + py_module = 0; + if (!result) + goto bad; + if (!PyType_Check(result)) { + PyErr_Format(PyExc_TypeError, + "%s.%s is not a type object", + module_name, class_name); + goto bad; + } +#ifndef Py_LIMITED_API + basicsize = ((PyTypeObject *)result)->tp_basicsize; +#else + py_basicsize = PyObject_GetAttrString(result, "__basicsize__"); + if (!py_basicsize) + goto bad; + basicsize = PyLong_AsSsize_t(py_basicsize); + Py_DECREF(py_basicsize); + py_basicsize = 0; + if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred()) + goto bad; +#endif + if (!strict && (size_t)basicsize > size) { + PyOS_snprintf(warning, sizeof(warning), + "%s.%s size changed, may indicate binary incompatibility", + module_name, class_name); + #if PY_VERSION_HEX < 0x02050000 + if (PyErr_Warn(NULL, warning) < 0) goto bad; + #else + if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; + #endif + } + else if ((size_t)basicsize != size) { + PyErr_Format(PyExc_ValueError, + "%s.%s has the wrong size, try recompiling", + module_name, class_name); + goto bad; + } + return (PyTypeObject *)result; +bad: + Py_XDECREF(py_module); + Py_XDECREF(result); + return NULL; +} +#endif + +#ifndef __PYX_HAVE_RT_ImportFunction +#define __PYX_HAVE_RT_ImportFunction +static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig) { + PyObject *d = 0; + PyObject *cobj = 0; + union { + void (*fp)(void); + void *p; + } tmp; + d = PyObject_GetAttrString(module, (char *)"__pyx_capi__"); + if (!d) + goto bad; + cobj = PyDict_GetItemString(d, funcname); + if (!cobj) { + PyErr_Format(PyExc_ImportError, + "%s does not export expected C function %s", + PyModule_GetName(module), funcname); + goto bad; + } +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3 && PY_MINOR_VERSION==0) + if (!PyCapsule_IsValid(cobj, sig)) { + PyErr_Format(PyExc_TypeError, + "C function %s.%s has wrong signature (expected %s, got %s)", + PyModule_GetName(module), funcname, sig, PyCapsule_GetName(cobj)); + goto bad; + } + tmp.p = PyCapsule_GetPointer(cobj, sig); +#else + {const char *desc, *s1, *s2; + desc = (const char *)PyCObject_GetDesc(cobj); + if (!desc) + goto bad; + s1 = desc; s2 = sig; + while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; } + if (*s1 != *s2) { + PyErr_Format(PyExc_TypeError, + "C function %s.%s has wrong signature (expected %s, got %s)", + PyModule_GetName(module), funcname, sig, desc); + goto bad; + } + tmp.p = PyCObject_AsVoidPtr(cobj);} +#endif + *f = tmp.fp; + if (!(*f)) + goto bad; + Py_DECREF(d); + return 0; +bad: + Py_XDECREF(d); + return -1; +} +#endif + +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { + int start = 0, mid = 0, end = count - 1; + if (end >= 0 && code_line > entries[end].code_line) { + return count; + } + while (start < end) { + mid = (start + end) / 2; + if (code_line < entries[mid].code_line) { + end = mid; + } else if (code_line > entries[mid].code_line) { + start = mid + 1; + } else { + return mid; + } + } + if (code_line <= entries[mid].code_line) { + return mid; + } else { + return mid + 1; + } +} +static PyCodeObject *__pyx_find_code_object(int code_line) { + PyCodeObject* code_object; + int pos; + if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { + return NULL; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { + return NULL; + } + code_object = __pyx_code_cache.entries[pos].code_object; + Py_INCREF(code_object); + return code_object; +} +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { + int pos, i; + __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; + if (unlikely(!code_line)) { + return; + } + if (unlikely(!entries)) { + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); + if (likely(entries)) { + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = 64; + __pyx_code_cache.count = 1; + entries[0].code_line = code_line; + entries[0].code_object = code_object; + Py_INCREF(code_object); + } + return; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { + PyCodeObject* tmp = entries[pos].code_object; + entries[pos].code_object = code_object; + Py_DECREF(tmp); + return; + } + if (__pyx_code_cache.count == __pyx_code_cache.max_count) { + int new_max = __pyx_code_cache.max_count + 64; + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( + __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry)); + if (unlikely(!entries)) { + return; + } + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = new_max; + } + for (i=__pyx_code_cache.count; i>pos; i--) { + entries[i] = entries[i-1]; + } + entries[pos].code_line = code_line; + entries[pos].code_object = code_object; + __pyx_code_cache.count++; + Py_INCREF(code_object); +} + +#include "compile.h" +#include "frameobject.h" +#include "traceback.h" +static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( + const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyObject *py_srcfile = 0; + PyObject *py_funcname = 0; + #if PY_MAJOR_VERSION < 3 + py_srcfile = PyString_FromString(filename); + #else + py_srcfile = PyUnicode_FromString(filename); + #endif + if (!py_srcfile) goto bad; + if (c_line) { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + #else + py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + #endif + } + else { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromString(funcname); + #else + py_funcname = PyUnicode_FromString(funcname); + #endif + } + if (!py_funcname) goto bad; + py_code = __Pyx_PyCode_New( + 0, /*int argcount,*/ + 0, /*int kwonlyargcount,*/ + 0, /*int nlocals,*/ + 0, /*int stacksize,*/ + 0, /*int flags,*/ + __pyx_empty_bytes, /*PyObject *code,*/ + __pyx_empty_tuple, /*PyObject *consts,*/ + __pyx_empty_tuple, /*PyObject *names,*/ + __pyx_empty_tuple, /*PyObject *varnames,*/ + __pyx_empty_tuple, /*PyObject *freevars,*/ + __pyx_empty_tuple, /*PyObject *cellvars,*/ + py_srcfile, /*PyObject *filename,*/ + py_funcname, /*PyObject *name,*/ + py_line, /*int firstlineno,*/ + __pyx_empty_bytes /*PyObject *lnotab*/ + ); + Py_DECREF(py_srcfile); + Py_DECREF(py_funcname); + return py_code; +bad: + Py_XDECREF(py_srcfile); + Py_XDECREF(py_funcname); + return NULL; +} +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyObject *py_globals = 0; + PyFrameObject *py_frame = 0; + py_code = __pyx_find_code_object(c_line ? c_line : py_line); + if (!py_code) { + py_code = __Pyx_CreateCodeObjectForTraceback( + funcname, c_line, py_line, filename); + if (!py_code) goto bad; + __pyx_insert_code_object(c_line ? c_line : py_line, py_code); + } + py_globals = PyModule_GetDict(__pyx_m); + if (!py_globals) goto bad; + py_frame = PyFrame_New( + PyThreadState_GET(), /*PyThreadState *tstate,*/ + py_code, /*PyCodeObject *code,*/ + py_globals, /*PyObject *globals,*/ + 0 /*PyObject *locals*/ + ); + if (!py_frame) goto bad; + py_frame->f_lineno = py_line; + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { + while (t->p) { + #if PY_MAJOR_VERSION < 3 + if (t->is_unicode) { + *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); + } else if (t->intern) { + *t->p = PyString_InternFromString(t->s); + } else { + *t->p = PyString_FromStringAndSize(t->s, t->n - 1); + } + #else /* Python 3+ has unicode identifiers */ + if (t->is_unicode | t->is_str) { + if (t->intern) { + *t->p = PyUnicode_InternFromString(t->s); + } else if (t->encoding) { + *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); + } else { + *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); + } + } else { + *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); + } + #endif + if (!*t->p) + return -1; + ++t; + } + return 0; +} + +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char* c_str) { + return __Pyx_PyUnicode_FromStringAndSize(c_str, strlen(c_str)); +} +static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) { + Py_ssize_t ignore; + return __Pyx_PyObject_AsStringAndSize(o, &ignore); +} +static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT + if ( +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + __Pyx_sys_getdefaultencoding_not_ascii && +#endif + PyUnicode_Check(o)) { +#if PY_VERSION_HEX < 0x03030000 + char* defenc_c; + PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); + if (!defenc) return NULL; + defenc_c = PyBytes_AS_STRING(defenc); +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + { + char* end = defenc_c + PyBytes_GET_SIZE(defenc); + char* c; + for (c = defenc_c; c < end; c++) { + if ((unsigned char) (*c) >= 128) { + PyUnicode_AsASCIIString(o); + return NULL; + } + } + } +#endif /*__PYX_DEFAULT_STRING_ENCODING_IS_ASCII*/ + *length = PyBytes_GET_SIZE(defenc); + return defenc_c; +#else /* PY_VERSION_HEX < 0x03030000 */ + if (PyUnicode_READY(o) == -1) return NULL; +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + if (PyUnicode_IS_ASCII(o)) { + *length = PyUnicode_GET_DATA_SIZE(o); + return PyUnicode_AsUTF8(o); + } else { + PyUnicode_AsASCIIString(o); + return NULL; + } +#else /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ + return PyUnicode_AsUTF8AndSize(o, length); +#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ +#endif /* PY_VERSION_HEX < 0x03030000 */ + } else +#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT */ + { + char* result; + int r = PyBytes_AsStringAndSize(o, &result, length); + if (r < 0) { + return NULL; + } else { + return result; + } + } +} +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { + int is_true = x == Py_True; + if (is_true | (x == Py_False) | (x == Py_None)) return is_true; + else return PyObject_IsTrue(x); +} +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { + PyNumberMethods *m; + const char *name = NULL; + PyObject *res = NULL; +#if PY_MAJOR_VERSION < 3 + if (PyInt_Check(x) || PyLong_Check(x)) +#else + if (PyLong_Check(x)) +#endif + return Py_INCREF(x), x; + m = Py_TYPE(x)->tp_as_number; +#if PY_MAJOR_VERSION < 3 + if (m && m->nb_int) { + name = "int"; + res = PyNumber_Int(x); + } + else if (m && m->nb_long) { + name = "long"; + res = PyNumber_Long(x); + } +#else + if (m && m->nb_int) { + name = "int"; + res = PyNumber_Long(x); + } +#endif + if (res) { +#if PY_MAJOR_VERSION < 3 + if (!PyInt_Check(res) && !PyLong_Check(res)) { +#else + if (!PyLong_Check(res)) { +#endif + PyErr_Format(PyExc_TypeError, + "__%s__ returned non-%s (type %.200s)", + name, name, Py_TYPE(res)->tp_name); + Py_DECREF(res); + return NULL; + } + } + else if (!PyErr_Occurred()) { + PyErr_SetString(PyExc_TypeError, + "an integer is required"); + } + return res; +} +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { + Py_ssize_t ival; + PyObject* x = PyNumber_Index(b); + if (!x) return -1; + ival = PyInt_AsSsize_t(x); + Py_DECREF(x); + return ival; +} +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { +#if PY_VERSION_HEX < 0x02050000 + if (ival <= LONG_MAX) + return PyInt_FromLong((long)ival); + else { + unsigned char *bytes = (unsigned char *) &ival; + int one = 1; int little = (int)*(unsigned char*)&one; + return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); + } +#else + return PyInt_FromSize_t(ival); +#endif +} +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { + unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); + if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { + if ((val != (unsigned PY_LONG_LONG)-1) || !PyErr_Occurred()) + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to size_t"); + return (size_t)-1; + } + return (size_t)val; +} + + +#endif /* Py_PYTHON_H */ diff --git a/python/cdec/_cdec.pyx b/python/cdec/_cdec.pyx new file mode 100644 index 00000000..47d0c739 --- /dev/null +++ b/python/cdec/_cdec.pyx @@ -0,0 +1,117 @@ +from libcpp.string cimport string +from libcpp.vector cimport vector +from utils cimport * +cimport decoder + +cdef bytes as_str(data, char* error_msg='Cannot convert type %s to str'): + cdef bytes ret + if isinstance(data, unicode): + ret = data.encode('utf8') + elif isinstance(data, str): + ret = data + else: + raise TypeError(error_msg.format(type(data))) + return ret + +include "vectors.pxi" +include "grammar.pxi" +include "hypergraph.pxi" +include "lattice.pxi" +include "mteval.pxi" + +SetSilent(True) +decoder.register_feature_functions() + +class InvalidConfig(Exception): pass +class ParseFailed(Exception): pass + +def set_silent(yn): + """set_silent(bool): Configure the verbosity of cdec.""" + SetSilent(yn) + +def _make_config(config): + for key, value in config.items(): + if isinstance(value, dict): + for name, info in value.items(): + yield key, '%s %s' % (name, info) + elif isinstance(value, list): + for name in value: + yield key, name + else: + yield key, str(value) + +cdef class Decoder: + cdef decoder.Decoder* dec + cdef DenseVector weights + + def __init__(self, config_str=None, **config): + """Decoder('formalism = scfg') -> initialize from configuration string + Decoder(formalism='scfg') -> initialize from named parameters + Create a decoder using a given configuration. Formalism is required.""" + if config_str is None: + formalism = config.get('formalism', None) + if formalism not in ('scfg', 'fst', 'lextrans', 'pb', + 'csplit', 'tagger', 'lexalign'): + raise InvalidConfig('formalism "%s" unknown' % formalism) + config_str = '\n'.join('%s = %s' % kv for kv in _make_config(config)) + cdef istringstream* config_stream = new istringstream(config_str) + self.dec = new decoder.Decoder(config_stream) + del config_stream + self.weights = DenseVector.__new__(DenseVector) + self.weights.vector = &self.dec.CurrentWeightVector() + self.weights.owned = True + + def __dealloc__(self): + del self.dec + + property weights: + def __get__(self): + return self.weights + + def __set__(self, weights): + if isinstance(weights, DenseVector): + self.weights.vector[0] = ( weights).vector[0] + elif isinstance(weights, SparseVector): + (( weights).vector[0]).init_vector(self.weights.vector) + elif isinstance(weights, dict): + self.weights.vector.clear() + for fname, fval in weights.items(): + self.weights[fname] = fval + else: + raise TypeError('cannot initialize weights with %s' % type(weights)) + + property formalism: + def __get__(self): + cdef variables_map* conf = &self.dec.GetConf() + return str(conf[0]['formalism'].as_str().c_str()) + + def read_weights(self, weights): + """decoder.read_weights(filename): Read decoder weights from a file.""" + with open(weights) as fp: + for line in fp: + if line.strip().startswith('#'): continue + fname, value = line.split() + self.weights[fname.strip()] = float(value) + + def translate(self, sentence, grammar=None): + """decoder.translate(sentence, grammar=None) -> Hypergraph + Translate a sentence (string/Lattice) with a grammar (string/list of rules).""" + cdef bytes input_str + if isinstance(sentence, basestring): + input_str = as_str(sentence.strip()) + elif isinstance(sentence, Lattice): + input_str = str(sentence) # PLF format + else: + raise TypeError('Cannot translate input type %s' % type(sentence)) + if grammar: + if isinstance(grammar, basestring): + self.dec.AddSupplementalGrammarFromString(as_str(grammar)) + else: + self.dec.AddSupplementalGrammar(TextGrammar(grammar).grammar[0]) + cdef decoder.BasicObserver observer = decoder.BasicObserver() + self.dec.Decode(input_str, &observer) + if observer.hypergraph == NULL: + raise ParseFailed() + cdef Hypergraph hg = Hypergraph() + hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) + return hg diff --git a/python/cdec/configobj.py b/python/cdec/configobj.py new file mode 100644 index 00000000..c1f6e6df --- /dev/null +++ b/python/cdec/configobj.py @@ -0,0 +1,2468 @@ +# configobj.py +# A config file reader/writer that supports nested sections in config files. +# Copyright (C) 2005-2010 Michael Foord, Nicola Larosa +# E-mail: fuzzyman AT voidspace DOT org DOT uk +# nico AT tekNico DOT net + +# ConfigObj 4 +# http://www.voidspace.org.uk/python/configobj.html + +# Released subject to the BSD License +# Please see http://www.voidspace.org.uk/python/license.shtml + +# Scripts maintained at http://www.voidspace.org.uk/python/index.shtml +# For information about bugfixes, updates and support, please join the +# ConfigObj mailing list: +# http://lists.sourceforge.net/lists/listinfo/configobj-develop +# Comments, suggestions and bug reports welcome. + +from __future__ import generators + +import os +import re +import sys + +from codecs import BOM_UTF8, BOM_UTF16, BOM_UTF16_BE, BOM_UTF16_LE + + +# imported lazily to avoid startup performance hit if it isn't used +compiler = None + +# A dictionary mapping BOM to +# the encoding to decode with, and what to set the +# encoding attribute to. +BOMS = { + BOM_UTF8: ('utf_8', None), + BOM_UTF16_BE: ('utf16_be', 'utf_16'), + BOM_UTF16_LE: ('utf16_le', 'utf_16'), + BOM_UTF16: ('utf_16', 'utf_16'), + } +# All legal variants of the BOM codecs. +# TODO: the list of aliases is not meant to be exhaustive, is there a +# better way ? +BOM_LIST = { + 'utf_16': 'utf_16', + 'u16': 'utf_16', + 'utf16': 'utf_16', + 'utf-16': 'utf_16', + 'utf16_be': 'utf16_be', + 'utf_16_be': 'utf16_be', + 'utf-16be': 'utf16_be', + 'utf16_le': 'utf16_le', + 'utf_16_le': 'utf16_le', + 'utf-16le': 'utf16_le', + 'utf_8': 'utf_8', + 'u8': 'utf_8', + 'utf': 'utf_8', + 'utf8': 'utf_8', + 'utf-8': 'utf_8', + } + +# Map of encodings to the BOM to write. +BOM_SET = { + 'utf_8': BOM_UTF8, + 'utf_16': BOM_UTF16, + 'utf16_be': BOM_UTF16_BE, + 'utf16_le': BOM_UTF16_LE, + None: BOM_UTF8 + } + + +def match_utf8(encoding): + return BOM_LIST.get(encoding.lower()) == 'utf_8' + + +# Quote strings used for writing values +squot = "'%s'" +dquot = '"%s"' +noquot = "%s" +wspace_plus = ' \r\n\v\t\'"' +tsquot = '"""%s"""' +tdquot = "'''%s'''" + +# Sentinel for use in getattr calls to replace hasattr +MISSING = object() + +__version__ = '4.7.2' + +try: + any +except NameError: + def any(iterable): + for entry in iterable: + if entry: + return True + return False + + +__all__ = ( + '__version__', + 'DEFAULT_INDENT_TYPE', + 'DEFAULT_INTERPOLATION', + 'ConfigObjError', + 'NestingError', + 'ParseError', + 'DuplicateError', + 'ConfigspecError', + 'ConfigObj', + 'SimpleVal', + 'InterpolationError', + 'InterpolationLoopError', + 'MissingInterpolationOption', + 'RepeatSectionError', + 'ReloadError', + 'UnreprError', + 'UnknownType', + 'flatten_errors', + 'get_extra_values' +) + +DEFAULT_INTERPOLATION = 'configparser' +DEFAULT_INDENT_TYPE = ' ' +MAX_INTERPOL_DEPTH = 10 + +OPTION_DEFAULTS = { + 'interpolation': True, + 'raise_errors': False, + 'list_values': True, + 'create_empty': False, + 'file_error': False, + 'configspec': None, + 'stringify': True, + # option may be set to one of ('', ' ', '\t') + 'indent_type': None, + 'encoding': None, + 'default_encoding': None, + 'unrepr': False, + 'write_empty_values': False, +} + + + +def getObj(s): + global compiler + if compiler is None: + import compiler + s = "a=" + s + p = compiler.parse(s) + return p.getChildren()[1].getChildren()[0].getChildren()[1] + + +class UnknownType(Exception): + pass + + +class Builder(object): + + def build(self, o): + m = getattr(self, 'build_' + o.__class__.__name__, None) + if m is None: + raise UnknownType(o.__class__.__name__) + return m(o) + + def build_List(self, o): + return map(self.build, o.getChildren()) + + def build_Const(self, o): + return o.value + + def build_Dict(self, o): + d = {} + i = iter(map(self.build, o.getChildren())) + for el in i: + d[el] = i.next() + return d + + def build_Tuple(self, o): + return tuple(self.build_List(o)) + + def build_Name(self, o): + if o.name == 'None': + return None + if o.name == 'True': + return True + if o.name == 'False': + return False + + # An undefined Name + raise UnknownType('Undefined Name') + + def build_Add(self, o): + real, imag = map(self.build_Const, o.getChildren()) + try: + real = float(real) + except TypeError: + raise UnknownType('Add') + if not isinstance(imag, complex) or imag.real != 0.0: + raise UnknownType('Add') + return real+imag + + def build_Getattr(self, o): + parent = self.build(o.expr) + return getattr(parent, o.attrname) + + def build_UnarySub(self, o): + return -self.build_Const(o.getChildren()[0]) + + def build_UnaryAdd(self, o): + return self.build_Const(o.getChildren()[0]) + + +_builder = Builder() + + +def unrepr(s): + if not s: + return s + return _builder.build(getObj(s)) + + + +class ConfigObjError(SyntaxError): + """ + This is the base class for all errors that ConfigObj raises. + It is a subclass of SyntaxError. + """ + def __init__(self, message='', line_number=None, line=''): + self.line = line + self.line_number = line_number + SyntaxError.__init__(self, message) + + +class NestingError(ConfigObjError): + """ + This error indicates a level of nesting that doesn't match. + """ + + +class ParseError(ConfigObjError): + """ + This error indicates that a line is badly written. + It is neither a valid ``key = value`` line, + nor a valid section marker line. + """ + + +class ReloadError(IOError): + """ + A 'reload' operation failed. + This exception is a subclass of ``IOError``. + """ + def __init__(self): + IOError.__init__(self, 'reload failed, filename is not set.') + + +class DuplicateError(ConfigObjError): + """ + The keyword or section specified already exists. + """ + + +class ConfigspecError(ConfigObjError): + """ + An error occured whilst parsing a configspec. + """ + + +class InterpolationError(ConfigObjError): + """Base class for the two interpolation errors.""" + + +class InterpolationLoopError(InterpolationError): + """Maximum interpolation depth exceeded in string interpolation.""" + + def __init__(self, option): + InterpolationError.__init__( + self, + 'interpolation loop detected in value "%s".' % option) + + +class RepeatSectionError(ConfigObjError): + """ + This error indicates additional sections in a section with a + ``__many__`` (repeated) section. + """ + + +class MissingInterpolationOption(InterpolationError): + """A value specified for interpolation was missing.""" + def __init__(self, option): + msg = 'missing option "%s" in interpolation.' % option + InterpolationError.__init__(self, msg) + + +class UnreprError(ConfigObjError): + """An error parsing in unrepr mode.""" + + + +class InterpolationEngine(object): + """ + A helper class to help perform string interpolation. + + This class is an abstract base class; its descendants perform + the actual work. + """ + + # compiled regexp to use in self.interpolate() + _KEYCRE = re.compile(r"%\(([^)]*)\)s") + _cookie = '%' + + def __init__(self, section): + # the Section instance that "owns" this engine + self.section = section + + + def interpolate(self, key, value): + # short-cut + if not self._cookie in value: + return value + + def recursive_interpolate(key, value, section, backtrail): + """The function that does the actual work. + + ``value``: the string we're trying to interpolate. + ``section``: the section in which that string was found + ``backtrail``: a dict to keep track of where we've been, + to detect and prevent infinite recursion loops + + This is similar to a depth-first-search algorithm. + """ + # Have we been here already? + if (key, section.name) in backtrail: + # Yes - infinite loop detected + raise InterpolationLoopError(key) + # Place a marker on our backtrail so we won't come back here again + backtrail[(key, section.name)] = 1 + + # Now start the actual work + match = self._KEYCRE.search(value) + while match: + # The actual parsing of the match is implementation-dependent, + # so delegate to our helper function + k, v, s = self._parse_match(match) + if k is None: + # That's the signal that no further interpolation is needed + replacement = v + else: + # Further interpolation may be needed to obtain final value + replacement = recursive_interpolate(k, v, s, backtrail) + # Replace the matched string with its final value + start, end = match.span() + value = ''.join((value[:start], replacement, value[end:])) + new_search_start = start + len(replacement) + # Pick up the next interpolation key, if any, for next time + # through the while loop + match = self._KEYCRE.search(value, new_search_start) + + # Now safe to come back here again; remove marker from backtrail + del backtrail[(key, section.name)] + + return value + + # Back in interpolate(), all we have to do is kick off the recursive + # function with appropriate starting values + value = recursive_interpolate(key, value, self.section, {}) + return value + + + def _fetch(self, key): + """Helper function to fetch values from owning section. + + Returns a 2-tuple: the value, and the section where it was found. + """ + # switch off interpolation before we try and fetch anything ! + save_interp = self.section.main.interpolation + self.section.main.interpolation = False + + # Start at section that "owns" this InterpolationEngine + current_section = self.section + while True: + # try the current section first + val = current_section.get(key) + if val is not None and not isinstance(val, Section): + break + # try "DEFAULT" next + val = current_section.get('DEFAULT', {}).get(key) + if val is not None and not isinstance(val, Section): + break + # move up to parent and try again + # top-level's parent is itself + if current_section.parent is current_section: + # reached top level, time to give up + break + current_section = current_section.parent + + # restore interpolation to previous value before returning + self.section.main.interpolation = save_interp + if val is None: + raise MissingInterpolationOption(key) + return val, current_section + + + def _parse_match(self, match): + """Implementation-dependent helper function. + + Will be passed a match object corresponding to the interpolation + key we just found (e.g., "%(foo)s" or "$foo"). Should look up that + key in the appropriate config file section (using the ``_fetch()`` + helper function) and return a 3-tuple: (key, value, section) + + ``key`` is the name of the key we're looking for + ``value`` is the value found for that key + ``section`` is a reference to the section where it was found + + ``key`` and ``section`` should be None if no further + interpolation should be performed on the resulting value + (e.g., if we interpolated "$$" and returned "$"). + """ + raise NotImplementedError() + + + +class ConfigParserInterpolation(InterpolationEngine): + """Behaves like ConfigParser.""" + _cookie = '%' + _KEYCRE = re.compile(r"%\(([^)]*)\)s") + + def _parse_match(self, match): + key = match.group(1) + value, section = self._fetch(key) + return key, value, section + + + +class TemplateInterpolation(InterpolationEngine): + """Behaves like string.Template.""" + _cookie = '$' + _delimiter = '$' + _KEYCRE = re.compile(r""" + \$(?: + (?P\$) | # Two $ signs + (?P[_a-z][_a-z0-9]*) | # $name format + {(?P[^}]*)} # ${name} format + ) + """, re.IGNORECASE | re.VERBOSE) + + def _parse_match(self, match): + # Valid name (in or out of braces): fetch value from section + key = match.group('named') or match.group('braced') + if key is not None: + value, section = self._fetch(key) + return key, value, section + # Escaped delimiter (e.g., $$): return single delimiter + if match.group('escaped') is not None: + # Return None for key and section to indicate it's time to stop + return None, self._delimiter, None + # Anything else: ignore completely, just return it unchanged + return None, match.group(), None + + +interpolation_engines = { + 'configparser': ConfigParserInterpolation, + 'template': TemplateInterpolation, +} + + +def __newobj__(cls, *args): + # Hack for pickle + return cls.__new__(cls, *args) + +class Section(dict): + """ + A dictionary-like object that represents a section in a config file. + + It does string interpolation if the 'interpolation' attribute + of the 'main' object is set to True. + + Interpolation is tried first from this object, then from the 'DEFAULT' + section of this object, next from the parent and its 'DEFAULT' section, + and so on until the main object is reached. + + A Section will behave like an ordered dictionary - following the + order of the ``scalars`` and ``sections`` attributes. + You can use this to change the order of members. + + Iteration follows the order: scalars, then sections. + """ + + + def __setstate__(self, state): + dict.update(self, state[0]) + self.__dict__.update(state[1]) + + def __reduce__(self): + state = (dict(self), self.__dict__) + return (__newobj__, (self.__class__,), state) + + + def __init__(self, parent, depth, main, indict=None, name=None): + """ + * parent is the section above + * depth is the depth level of this section + * main is the main ConfigObj + * indict is a dictionary to initialise the section with + """ + if indict is None: + indict = {} + dict.__init__(self) + # used for nesting level *and* interpolation + self.parent = parent + # used for the interpolation attribute + self.main = main + # level of nesting depth of this Section + self.depth = depth + # purely for information + self.name = name + # + self._initialise() + # we do this explicitly so that __setitem__ is used properly + # (rather than just passing to ``dict.__init__``) + for entry, value in indict.iteritems(): + self[entry] = value + + + def _initialise(self): + # the sequence of scalar values in this Section + self.scalars = [] + # the sequence of sections in this Section + self.sections = [] + # for comments :-) + self.comments = {} + self.inline_comments = {} + # the configspec + self.configspec = None + # for defaults + self.defaults = [] + self.default_values = {} + self.extra_values = [] + self._created = False + + + def _interpolate(self, key, value): + try: + # do we already have an interpolation engine? + engine = self._interpolation_engine + except AttributeError: + # not yet: first time running _interpolate(), so pick the engine + name = self.main.interpolation + if name == True: # note that "if name:" would be incorrect here + # backwards-compatibility: interpolation=True means use default + name = DEFAULT_INTERPOLATION + name = name.lower() # so that "Template", "template", etc. all work + class_ = interpolation_engines.get(name, None) + if class_ is None: + # invalid value for self.main.interpolation + self.main.interpolation = False + return value + else: + # save reference to engine so we don't have to do this again + engine = self._interpolation_engine = class_(self) + # let the engine do the actual work + return engine.interpolate(key, value) + + + def __getitem__(self, key): + """Fetch the item and do string interpolation.""" + val = dict.__getitem__(self, key) + if self.main.interpolation: + if isinstance(val, basestring): + return self._interpolate(key, val) + if isinstance(val, list): + def _check(entry): + if isinstance(entry, basestring): + return self._interpolate(key, entry) + return entry + new = [_check(entry) for entry in val] + if new != val: + return new + return val + + + def __setitem__(self, key, value, unrepr=False): + """ + Correctly set a value. + + Making dictionary values Section instances. + (We have to special case 'Section' instances - which are also dicts) + + Keys must be strings. + Values need only be strings (or lists of strings) if + ``main.stringify`` is set. + + ``unrepr`` must be set when setting a value to a dictionary, without + creating a new sub-section. + """ + if not isinstance(key, basestring): + raise ValueError('The key "%s" is not a string.' % key) + + # add the comment + if key not in self.comments: + self.comments[key] = [] + self.inline_comments[key] = '' + # remove the entry from defaults + if key in self.defaults: + self.defaults.remove(key) + # + if isinstance(value, Section): + if key not in self: + self.sections.append(key) + dict.__setitem__(self, key, value) + elif isinstance(value, dict) and not unrepr: + # First create the new depth level, + # then create the section + if key not in self: + self.sections.append(key) + new_depth = self.depth + 1 + dict.__setitem__( + self, + key, + Section( + self, + new_depth, + self.main, + indict=value, + name=key)) + else: + if key not in self: + self.scalars.append(key) + if not self.main.stringify: + if isinstance(value, basestring): + pass + elif isinstance(value, (list, tuple)): + for entry in value: + if not isinstance(entry, basestring): + raise TypeError('Value is not a string "%s".' % entry) + else: + raise TypeError('Value is not a string "%s".' % value) + dict.__setitem__(self, key, value) + + + def __delitem__(self, key): + """Remove items from the sequence when deleting.""" + dict. __delitem__(self, key) + if key in self.scalars: + self.scalars.remove(key) + else: + self.sections.remove(key) + del self.comments[key] + del self.inline_comments[key] + + + def get(self, key, default=None): + """A version of ``get`` that doesn't bypass string interpolation.""" + try: + return self[key] + except KeyError: + return default + + + def update(self, indict): + """ + A version of update that uses our ``__setitem__``. + """ + for entry in indict: + self[entry] = indict[entry] + + + def pop(self, key, default=MISSING): + """ + 'D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + If key is not found, d is returned if given, otherwise KeyError is raised' + """ + try: + val = self[key] + except KeyError: + if default is MISSING: + raise + val = default + else: + del self[key] + return val + + + def popitem(self): + """Pops the first (key,val)""" + sequence = (self.scalars + self.sections) + if not sequence: + raise KeyError(": 'popitem(): dictionary is empty'") + key = sequence[0] + val = self[key] + del self[key] + return key, val + + + def clear(self): + """ + A version of clear that also affects scalars/sections + Also clears comments and configspec. + + Leaves other attributes alone : + depth/main/parent are not affected + """ + dict.clear(self) + self.scalars = [] + self.sections = [] + self.comments = {} + self.inline_comments = {} + self.configspec = None + self.defaults = [] + self.extra_values = [] + + + def setdefault(self, key, default=None): + """A version of setdefault that sets sequence if appropriate.""" + try: + return self[key] + except KeyError: + self[key] = default + return self[key] + + + def items(self): + """D.items() -> list of D's (key, value) pairs, as 2-tuples""" + return zip((self.scalars + self.sections), self.values()) + + + def keys(self): + """D.keys() -> list of D's keys""" + return (self.scalars + self.sections) + + + def values(self): + """D.values() -> list of D's values""" + return [self[key] for key in (self.scalars + self.sections)] + + + def iteritems(self): + """D.iteritems() -> an iterator over the (key, value) items of D""" + return iter(self.items()) + + + def iterkeys(self): + """D.iterkeys() -> an iterator over the keys of D""" + return iter((self.scalars + self.sections)) + + __iter__ = iterkeys + + + def itervalues(self): + """D.itervalues() -> an iterator over the values of D""" + return iter(self.values()) + + + def __repr__(self): + """x.__repr__() <==> repr(x)""" + def _getval(key): + try: + return self[key] + except MissingInterpolationOption: + return dict.__getitem__(self, key) + return '{%s}' % ', '.join([('%s: %s' % (repr(key), repr(_getval(key)))) + for key in (self.scalars + self.sections)]) + + __str__ = __repr__ + __str__.__doc__ = "x.__str__() <==> str(x)" + + + # Extra methods - not in a normal dictionary + + def dict(self): + """ + Return a deepcopy of self as a dictionary. + + All members that are ``Section`` instances are recursively turned to + ordinary dictionaries - by calling their ``dict`` method. + + >>> n = a.dict() + >>> n == a + 1 + >>> n is a + 0 + """ + newdict = {} + for entry in self: + this_entry = self[entry] + if isinstance(this_entry, Section): + this_entry = this_entry.dict() + elif isinstance(this_entry, list): + # create a copy rather than a reference + this_entry = list(this_entry) + elif isinstance(this_entry, tuple): + # create a copy rather than a reference + this_entry = tuple(this_entry) + newdict[entry] = this_entry + return newdict + + + def merge(self, indict): + """ + A recursive update - useful for merging config files. + + >>> a = '''[section1] + ... option1 = True + ... [[subsection]] + ... more_options = False + ... # end of file'''.splitlines() + >>> b = '''# File is user.ini + ... [section1] + ... option1 = False + ... # end of file'''.splitlines() + >>> c1 = ConfigObj(b) + >>> c2 = ConfigObj(a) + >>> c2.merge(c1) + >>> c2 + ConfigObj({'section1': {'option1': 'False', 'subsection': {'more_options': 'False'}}}) + """ + for key, val in indict.items(): + if (key in self and isinstance(self[key], dict) and + isinstance(val, dict)): + self[key].merge(val) + else: + self[key] = val + + + def rename(self, oldkey, newkey): + """ + Change a keyname to another, without changing position in sequence. + + Implemented so that transformations can be made on keys, + as well as on values. (used by encode and decode) + + Also renames comments. + """ + if oldkey in self.scalars: + the_list = self.scalars + elif oldkey in self.sections: + the_list = self.sections + else: + raise KeyError('Key "%s" not found.' % oldkey) + pos = the_list.index(oldkey) + # + val = self[oldkey] + dict.__delitem__(self, oldkey) + dict.__setitem__(self, newkey, val) + the_list.remove(oldkey) + the_list.insert(pos, newkey) + comm = self.comments[oldkey] + inline_comment = self.inline_comments[oldkey] + del self.comments[oldkey] + del self.inline_comments[oldkey] + self.comments[newkey] = comm + self.inline_comments[newkey] = inline_comment + + + def walk(self, function, raise_errors=True, + call_on_sections=False, **keywargs): + """ + Walk every member and call a function on the keyword and value. + + Return a dictionary of the return values + + If the function raises an exception, raise the errror + unless ``raise_errors=False``, in which case set the return value to + ``False``. + + Any unrecognised keyword arguments you pass to walk, will be pased on + to the function you pass in. + + Note: if ``call_on_sections`` is ``True`` then - on encountering a + subsection, *first* the function is called for the *whole* subsection, + and then recurses into it's members. This means your function must be + able to handle strings, dictionaries and lists. This allows you + to change the key of subsections as well as for ordinary members. The + return value when called on the whole subsection has to be discarded. + + See the encode and decode methods for examples, including functions. + + .. admonition:: caution + + You can use ``walk`` to transform the names of members of a section + but you mustn't add or delete members. + + >>> config = '''[XXXXsection] + ... XXXXkey = XXXXvalue'''.splitlines() + >>> cfg = ConfigObj(config) + >>> cfg + ConfigObj({'XXXXsection': {'XXXXkey': 'XXXXvalue'}}) + >>> def transform(section, key): + ... val = section[key] + ... newkey = key.replace('XXXX', 'CLIENT1') + ... section.rename(key, newkey) + ... if isinstance(val, (tuple, list, dict)): + ... pass + ... else: + ... val = val.replace('XXXX', 'CLIENT1') + ... section[newkey] = val + >>> cfg.walk(transform, call_on_sections=True) + {'CLIENT1section': {'CLIENT1key': None}} + >>> cfg + ConfigObj({'CLIENT1section': {'CLIENT1key': 'CLIENT1value'}}) + """ + out = {} + # scalars first + for i in range(len(self.scalars)): + entry = self.scalars[i] + try: + val = function(self, entry, **keywargs) + # bound again in case name has changed + entry = self.scalars[i] + out[entry] = val + except Exception: + if raise_errors: + raise + else: + entry = self.scalars[i] + out[entry] = False + # then sections + for i in range(len(self.sections)): + entry = self.sections[i] + if call_on_sections: + try: + function(self, entry, **keywargs) + except Exception: + if raise_errors: + raise + else: + entry = self.sections[i] + out[entry] = False + # bound again in case name has changed + entry = self.sections[i] + # previous result is discarded + out[entry] = self[entry].walk( + function, + raise_errors=raise_errors, + call_on_sections=call_on_sections, + **keywargs) + return out + + + def as_bool(self, key): + """ + Accepts a key as input. The corresponding value must be a string or + the objects (``True`` or 1) or (``False`` or 0). We allow 0 and 1 to + retain compatibility with Python 2.2. + + If the string is one of ``True``, ``On``, ``Yes``, or ``1`` it returns + ``True``. + + If the string is one of ``False``, ``Off``, ``No``, or ``0`` it returns + ``False``. + + ``as_bool`` is not case sensitive. + + Any other input will raise a ``ValueError``. + + >>> a = ConfigObj() + >>> a['a'] = 'fish' + >>> a.as_bool('a') + Traceback (most recent call last): + ValueError: Value "fish" is neither True nor False + >>> a['b'] = 'True' + >>> a.as_bool('b') + 1 + >>> a['b'] = 'off' + >>> a.as_bool('b') + 0 + """ + val = self[key] + if val == True: + return True + elif val == False: + return False + else: + try: + if not isinstance(val, basestring): + # TODO: Why do we raise a KeyError here? + raise KeyError() + else: + return self.main._bools[val.lower()] + except KeyError: + raise ValueError('Value "%s" is neither True nor False' % val) + + + def as_int(self, key): + """ + A convenience method which coerces the specified value to an integer. + + If the value is an invalid literal for ``int``, a ``ValueError`` will + be raised. + + >>> a = ConfigObj() + >>> a['a'] = 'fish' + >>> a.as_int('a') + Traceback (most recent call last): + ValueError: invalid literal for int() with base 10: 'fish' + >>> a['b'] = '1' + >>> a.as_int('b') + 1 + >>> a['b'] = '3.2' + >>> a.as_int('b') + Traceback (most recent call last): + ValueError: invalid literal for int() with base 10: '3.2' + """ + return int(self[key]) + + + def as_float(self, key): + """ + A convenience method which coerces the specified value to a float. + + If the value is an invalid literal for ``float``, a ``ValueError`` will + be raised. + + >>> a = ConfigObj() + >>> a['a'] = 'fish' + >>> a.as_float('a') + Traceback (most recent call last): + ValueError: invalid literal for float(): fish + >>> a['b'] = '1' + >>> a.as_float('b') + 1.0 + >>> a['b'] = '3.2' + >>> a.as_float('b') + 3.2000000000000002 + """ + return float(self[key]) + + + def as_list(self, key): + """ + A convenience method which fetches the specified value, guaranteeing + that it is a list. + + >>> a = ConfigObj() + >>> a['a'] = 1 + >>> a.as_list('a') + [1] + >>> a['a'] = (1,) + >>> a.as_list('a') + [1] + >>> a['a'] = [1] + >>> a.as_list('a') + [1] + """ + result = self[key] + if isinstance(result, (tuple, list)): + return list(result) + return [result] + + + def restore_default(self, key): + """ + Restore (and return) default value for the specified key. + + This method will only work for a ConfigObj that was created + with a configspec and has been validated. + + If there is no default value for this key, ``KeyError`` is raised. + """ + default = self.default_values[key] + dict.__setitem__(self, key, default) + if key not in self.defaults: + self.defaults.append(key) + return default + + + def restore_defaults(self): + """ + Recursively restore default values to all members + that have them. + + This method will only work for a ConfigObj that was created + with a configspec and has been validated. + + It doesn't delete or modify entries without default values. + """ + for key in self.default_values: + self.restore_default(key) + + for section in self.sections: + self[section].restore_defaults() + + +class ConfigObj(Section): + """An object to read, create, and write config files.""" + + _keyword = re.compile(r'''^ # line start + (\s*) # indentation + ( # keyword + (?:".*?")| # double quotes + (?:'.*?')| # single quotes + (?:[^'"=].*?) # no quotes + ) + \s*=\s* # divider + (.*) # value (including list values and comments) + $ # line end + ''', + re.VERBOSE) + + _sectionmarker = re.compile(r'''^ + (\s*) # 1: indentation + ((?:\[\s*)+) # 2: section marker open + ( # 3: section name open + (?:"\s*\S.*?\s*")| # at least one non-space with double quotes + (?:'\s*\S.*?\s*')| # at least one non-space with single quotes + (?:[^'"\s].*?) # at least one non-space unquoted + ) # section name close + ((?:\s*\])+) # 4: section marker close + \s*(\#.*)? # 5: optional comment + $''', + re.VERBOSE) + + # this regexp pulls list values out as a single string + # or single values and comments + # FIXME: this regex adds a '' to the end of comma terminated lists + # workaround in ``_handle_value`` + _valueexp = re.compile(r'''^ + (?: + (?: + ( + (?: + (?: + (?:".*?")| # double quotes + (?:'.*?')| # single quotes + (?:[^'",\#][^,\#]*?) # unquoted + ) + \s*,\s* # comma + )* # match all list items ending in a comma (if any) + ) + ( + (?:".*?")| # double quotes + (?:'.*?')| # single quotes + (?:[^'",\#\s][^,]*?)| # unquoted + (?:(? 1: + msg = "Parsing failed with several errors.\nFirst error %s" % info + error = ConfigObjError(msg) + else: + error = self._errors[0] + # set the errors attribute; it's a list of tuples: + # (error_type, message, line_number) + error.errors = self._errors + # set the config attribute + error.config = self + raise error + # delete private attributes + del self._errors + + if configspec is None: + self.configspec = None + else: + self._handle_configspec(configspec) + + + def _initialise(self, options=None): + if options is None: + options = OPTION_DEFAULTS + + # initialise a few variables + self.filename = None + self._errors = [] + self.raise_errors = options['raise_errors'] + self.interpolation = options['interpolation'] + self.list_values = options['list_values'] + self.create_empty = options['create_empty'] + self.file_error = options['file_error'] + self.stringify = options['stringify'] + self.indent_type = options['indent_type'] + self.encoding = options['encoding'] + self.default_encoding = options['default_encoding'] + self.BOM = False + self.newlines = None + self.write_empty_values = options['write_empty_values'] + self.unrepr = options['unrepr'] + + self.initial_comment = [] + self.final_comment = [] + self.configspec = None + + if self._inspec: + self.list_values = False + + # Clear section attributes as well + Section._initialise(self) + + + def __repr__(self): + def _getval(key): + try: + return self[key] + except MissingInterpolationOption: + return dict.__getitem__(self, key) + return ('ConfigObj({%s})' % + ', '.join([('%s: %s' % (repr(key), repr(_getval(key)))) + for key in (self.scalars + self.sections)])) + + + def _handle_bom(self, infile): + """ + Handle any BOM, and decode if necessary. + + If an encoding is specified, that *must* be used - but the BOM should + still be removed (and the BOM attribute set). + + (If the encoding is wrongly specified, then a BOM for an alternative + encoding won't be discovered or removed.) + + If an encoding is not specified, UTF8 or UTF16 BOM will be detected and + removed. The BOM attribute will be set. UTF16 will be decoded to + unicode. + + NOTE: This method must not be called with an empty ``infile``. + + Specifying the *wrong* encoding is likely to cause a + ``UnicodeDecodeError``. + + ``infile`` must always be returned as a list of lines, but may be + passed in as a single string. + """ + if ((self.encoding is not None) and + (self.encoding.lower() not in BOM_LIST)): + # No need to check for a BOM + # the encoding specified doesn't have one + # just decode + return self._decode(infile, self.encoding) + + if isinstance(infile, (list, tuple)): + line = infile[0] + else: + line = infile + if self.encoding is not None: + # encoding explicitly supplied + # And it could have an associated BOM + # TODO: if encoding is just UTF16 - we ought to check for both + # TODO: big endian and little endian versions. + enc = BOM_LIST[self.encoding.lower()] + if enc == 'utf_16': + # For UTF16 we try big endian and little endian + for BOM, (encoding, final_encoding) in BOMS.items(): + if not final_encoding: + # skip UTF8 + continue + if infile.startswith(BOM): + ### BOM discovered + ##self.BOM = True + # Don't need to remove BOM + return self._decode(infile, encoding) + + # If we get this far, will *probably* raise a DecodeError + # As it doesn't appear to start with a BOM + return self._decode(infile, self.encoding) + + # Must be UTF8 + BOM = BOM_SET[enc] + if not line.startswith(BOM): + return self._decode(infile, self.encoding) + + newline = line[len(BOM):] + + # BOM removed + if isinstance(infile, (list, tuple)): + infile[0] = newline + else: + infile = newline + self.BOM = True + return self._decode(infile, self.encoding) + + # No encoding specified - so we need to check for UTF8/UTF16 + for BOM, (encoding, final_encoding) in BOMS.items(): + if not line.startswith(BOM): + continue + else: + # BOM discovered + self.encoding = final_encoding + if not final_encoding: + self.BOM = True + # UTF8 + # remove BOM + newline = line[len(BOM):] + if isinstance(infile, (list, tuple)): + infile[0] = newline + else: + infile = newline + # UTF8 - don't decode + if isinstance(infile, basestring): + return infile.splitlines(True) + else: + return infile + # UTF16 - have to decode + return self._decode(infile, encoding) + + # No BOM discovered and no encoding specified, just return + if isinstance(infile, basestring): + # infile read from a file will be a single string + return infile.splitlines(True) + return infile + + + def _a_to_u(self, aString): + """Decode ASCII strings to unicode if a self.encoding is specified.""" + if self.encoding: + return aString.decode('ascii') + else: + return aString + + + def _decode(self, infile, encoding): + """ + Decode infile to unicode. Using the specified encoding. + + if is a string, it also needs converting to a list. + """ + if isinstance(infile, basestring): + # can't be unicode + # NOTE: Could raise a ``UnicodeDecodeError`` + return infile.decode(encoding).splitlines(True) + for i, line in enumerate(infile): + if not isinstance(line, unicode): + # NOTE: The isinstance test here handles mixed lists of unicode/string + # NOTE: But the decode will break on any non-string values + # NOTE: Or could raise a ``UnicodeDecodeError`` + infile[i] = line.decode(encoding) + return infile + + + def _decode_element(self, line): + """Decode element to unicode if necessary.""" + if not self.encoding: + return line + if isinstance(line, str) and self.default_encoding: + return line.decode(self.default_encoding) + return line + + + def _str(self, value): + """ + Used by ``stringify`` within validate, to turn non-string values + into strings. + """ + if not isinstance(value, basestring): + return str(value) + else: + return value + + + def _parse(self, infile): + """Actually parse the config file.""" + temp_list_values = self.list_values + if self.unrepr: + self.list_values = False + + comment_list = [] + done_start = False + this_section = self + maxline = len(infile) - 1 + cur_index = -1 + reset_comment = False + + while cur_index < maxline: + if reset_comment: + comment_list = [] + cur_index += 1 + line = infile[cur_index] + sline = line.strip() + # do we have anything on the line ? + if not sline or sline.startswith('#'): + reset_comment = False + comment_list.append(line) + continue + + if not done_start: + # preserve initial comment + self.initial_comment = comment_list + comment_list = [] + done_start = True + + reset_comment = True + # first we check if it's a section marker + mat = self._sectionmarker.match(line) + if mat is not None: + # is a section line + (indent, sect_open, sect_name, sect_close, comment) = mat.groups() + if indent and (self.indent_type is None): + self.indent_type = indent + cur_depth = sect_open.count('[') + if cur_depth != sect_close.count(']'): + self._handle_error("Cannot compute the section depth at line %s.", + NestingError, infile, cur_index) + continue + + if cur_depth < this_section.depth: + # the new section is dropping back to a previous level + try: + parent = self._match_depth(this_section, + cur_depth).parent + except SyntaxError: + self._handle_error("Cannot compute nesting level at line %s.", + NestingError, infile, cur_index) + continue + elif cur_depth == this_section.depth: + # the new section is a sibling of the current section + parent = this_section.parent + elif cur_depth == this_section.depth + 1: + # the new section is a child the current section + parent = this_section + else: + self._handle_error("Section too nested at line %s.", + NestingError, infile, cur_index) + + sect_name = self._unquote(sect_name) + if sect_name in parent: + self._handle_error('Duplicate section name at line %s.', + DuplicateError, infile, cur_index) + continue + + # create the new section + this_section = Section( + parent, + cur_depth, + self, + name=sect_name) + parent[sect_name] = this_section + parent.inline_comments[sect_name] = comment + parent.comments[sect_name] = comment_list + continue + # + # it's not a section marker, + # so it should be a valid ``key = value`` line + mat = self._keyword.match(line) + if mat is None: + # it neither matched as a keyword + # or a section marker + self._handle_error( + 'Invalid line at line "%s".', + ParseError, infile, cur_index) + else: + # is a keyword value + # value will include any inline comment + (indent, key, value) = mat.groups() + if indent and (self.indent_type is None): + self.indent_type = indent + # check for a multiline value + if value[:3] in ['"""', "'''"]: + try: + value, comment, cur_index = self._multiline( + value, infile, cur_index, maxline) + except SyntaxError: + self._handle_error( + 'Parse error in value at line %s.', + ParseError, infile, cur_index) + continue + else: + if self.unrepr: + comment = '' + try: + value = unrepr(value) + except Exception, e: + if type(e) == UnknownType: + msg = 'Unknown name or type in value at line %s.' + else: + msg = 'Parse error in value at line %s.' + self._handle_error(msg, UnreprError, infile, + cur_index) + continue + else: + if self.unrepr: + comment = '' + try: + value = unrepr(value) + except Exception, e: + if isinstance(e, UnknownType): + msg = 'Unknown name or type in value at line %s.' + else: + msg = 'Parse error in value at line %s.' + self._handle_error(msg, UnreprError, infile, + cur_index) + continue + else: + # extract comment and lists + try: + (value, comment) = self._handle_value(value) + except SyntaxError: + self._handle_error( + 'Parse error in value at line %s.', + ParseError, infile, cur_index) + continue + # + key = self._unquote(key) + if key in this_section: + self._handle_error( + 'Duplicate keyword name at line %s.', + DuplicateError, infile, cur_index) + continue + # add the key. + # we set unrepr because if we have got this far we will never + # be creating a new section + this_section.__setitem__(key, value, unrepr=True) + this_section.inline_comments[key] = comment + this_section.comments[key] = comment_list + continue + # + if self.indent_type is None: + # no indentation used, set the type accordingly + self.indent_type = '' + + # preserve the final comment + if not self and not self.initial_comment: + self.initial_comment = comment_list + elif not reset_comment: + self.final_comment = comment_list + self.list_values = temp_list_values + + + def _match_depth(self, sect, depth): + """ + Given a section and a depth level, walk back through the sections + parents to see if the depth level matches a previous section. + + Return a reference to the right section, + or raise a SyntaxError. + """ + while depth < sect.depth: + if sect is sect.parent: + # we've reached the top level already + raise SyntaxError() + sect = sect.parent + if sect.depth == depth: + return sect + # shouldn't get here + raise SyntaxError() + + + def _handle_error(self, text, ErrorClass, infile, cur_index): + """ + Handle an error according to the error settings. + + Either raise the error or store it. + The error will have occured at ``cur_index`` + """ + line = infile[cur_index] + cur_index += 1 + message = text % cur_index + error = ErrorClass(message, cur_index, line) + if self.raise_errors: + # raise the error - parsing stops here + raise error + # store the error + # reraise when parsing has finished + self._errors.append(error) + + + def _unquote(self, value): + """Return an unquoted version of a value""" + if not value: + # should only happen during parsing of lists + raise SyntaxError + if (value[0] == value[-1]) and (value[0] in ('"', "'")): + value = value[1:-1] + return value + + + def _quote(self, value, multiline=True): + """ + Return a safely quoted version of a value. + + Raise a ConfigObjError if the value cannot be safely quoted. + If multiline is ``True`` (default) then use triple quotes + if necessary. + + * Don't quote values that don't need it. + * Recursively quote members of a list and return a comma joined list. + * Multiline is ``False`` for lists. + * Obey list syntax for empty and single member lists. + + If ``list_values=False`` then the value is only quoted if it contains + a ``\\n`` (is multiline) or '#'. + + If ``write_empty_values`` is set, and the value is an empty string, it + won't be quoted. + """ + if multiline and self.write_empty_values and value == '': + # Only if multiline is set, so that it is used for values not + # keys, and not values that are part of a list + return '' + + if multiline and isinstance(value, (list, tuple)): + if not value: + return ',' + elif len(value) == 1: + return self._quote(value[0], multiline=False) + ',' + return ', '.join([self._quote(val, multiline=False) + for val in value]) + if not isinstance(value, basestring): + if self.stringify: + value = str(value) + else: + raise TypeError('Value "%s" is not a string.' % value) + + if not value: + return '""' + + no_lists_no_quotes = not self.list_values and '\n' not in value and '#' not in value + need_triple = multiline and ((("'" in value) and ('"' in value)) or ('\n' in value )) + hash_triple_quote = multiline and not need_triple and ("'" in value) and ('"' in value) and ('#' in value) + check_for_single = (no_lists_no_quotes or not need_triple) and not hash_triple_quote + + if check_for_single: + if not self.list_values: + # we don't quote if ``list_values=False`` + quot = noquot + # for normal values either single or double quotes will do + elif '\n' in value: + # will only happen if multiline is off - e.g. '\n' in key + raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) + elif ((value[0] not in wspace_plus) and + (value[-1] not in wspace_plus) and + (',' not in value)): + quot = noquot + else: + quot = self._get_single_quote(value) + else: + # if value has '\n' or "'" *and* '"', it will need triple quotes + quot = self._get_triple_quote(value) + + if quot == noquot and '#' in value and self.list_values: + quot = self._get_single_quote(value) + + return quot % value + + + def _get_single_quote(self, value): + if ("'" in value) and ('"' in value): + raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) + elif '"' in value: + quot = squot + else: + quot = dquot + return quot + + + def _get_triple_quote(self, value): + if (value.find('"""') != -1) and (value.find("'''") != -1): + raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) + if value.find('"""') == -1: + quot = tdquot + else: + quot = tsquot + return quot + + + def _handle_value(self, value): + """ + Given a value string, unquote, remove comment, + handle lists. (including empty and single member lists) + """ + if self._inspec: + # Parsing a configspec so don't handle comments + return (value, '') + # do we look for lists in values ? + if not self.list_values: + mat = self._nolistvalue.match(value) + if mat is None: + raise SyntaxError() + # NOTE: we don't unquote here + return mat.groups() + # + mat = self._valueexp.match(value) + if mat is None: + # the value is badly constructed, probably badly quoted, + # or an invalid list + raise SyntaxError() + (list_values, single, empty_list, comment) = mat.groups() + if (list_values == '') and (single is None): + # change this if you want to accept empty values + raise SyntaxError() + # NOTE: note there is no error handling from here if the regex + # is wrong: then incorrect values will slip through + if empty_list is not None: + # the single comma - meaning an empty list + return ([], comment) + if single is not None: + # handle empty values + if list_values and not single: + # FIXME: the '' is a workaround because our regex now matches + # '' at the end of a list if it has a trailing comma + single = None + else: + single = single or '""' + single = self._unquote(single) + if list_values == '': + # not a list value + return (single, comment) + the_list = self._listvalueexp.findall(list_values) + the_list = [self._unquote(val) for val in the_list] + if single is not None: + the_list += [single] + return (the_list, comment) + + + def _multiline(self, value, infile, cur_index, maxline): + """Extract the value, where we are in a multiline situation.""" + quot = value[:3] + newvalue = value[3:] + single_line = self._triple_quote[quot][0] + multi_line = self._triple_quote[quot][1] + mat = single_line.match(value) + if mat is not None: + retval = list(mat.groups()) + retval.append(cur_index) + return retval + elif newvalue.find(quot) != -1: + # somehow the triple quote is missing + raise SyntaxError() + # + while cur_index < maxline: + cur_index += 1 + newvalue += '\n' + line = infile[cur_index] + if line.find(quot) == -1: + newvalue += line + else: + # end of multiline, process it + break + else: + # we've got to the end of the config, oops... + raise SyntaxError() + mat = multi_line.match(line) + if mat is None: + # a badly formed line + raise SyntaxError() + (value, comment) = mat.groups() + return (newvalue + value, comment, cur_index) + + + def _handle_configspec(self, configspec): + """Parse the configspec.""" + # FIXME: Should we check that the configspec was created with the + # correct settings ? (i.e. ``list_values=False``) + if not isinstance(configspec, ConfigObj): + try: + configspec = ConfigObj(configspec, + raise_errors=True, + file_error=True, + _inspec=True) + except ConfigObjError, e: + # FIXME: Should these errors have a reference + # to the already parsed ConfigObj ? + raise ConfigspecError('Parsing configspec failed: %s' % e) + except IOError, e: + raise IOError('Reading configspec failed: %s' % e) + + self.configspec = configspec + + + + def _set_configspec(self, section, copy): + """ + Called by validate. Handles setting the configspec on subsections + including sections to be validated by __many__ + """ + configspec = section.configspec + many = configspec.get('__many__') + if isinstance(many, dict): + for entry in section.sections: + if entry not in configspec: + section[entry].configspec = many + + for entry in configspec.sections: + if entry == '__many__': + continue + if entry not in section: + section[entry] = {} + section[entry]._created = True + if copy: + # copy comments + section.comments[entry] = configspec.comments.get(entry, []) + section.inline_comments[entry] = configspec.inline_comments.get(entry, '') + + # Could be a scalar when we expect a section + if isinstance(section[entry], Section): + section[entry].configspec = configspec[entry] + + + def _write_line(self, indent_string, entry, this_entry, comment): + """Write an individual line, for the write method""" + # NOTE: the calls to self._quote here handles non-StringType values. + if not self.unrepr: + val = self._decode_element(self._quote(this_entry)) + else: + val = repr(this_entry) + return '%s%s%s%s%s' % (indent_string, + self._decode_element(self._quote(entry, multiline=False)), + self._a_to_u(' = '), + val, + self._decode_element(comment)) + + + def _write_marker(self, indent_string, depth, entry, comment): + """Write a section marker line""" + return '%s%s%s%s%s' % (indent_string, + self._a_to_u('[' * depth), + self._quote(self._decode_element(entry), multiline=False), + self._a_to_u(']' * depth), + self._decode_element(comment)) + + + def _handle_comment(self, comment): + """Deal with a comment.""" + if not comment: + return '' + start = self.indent_type + if not comment.startswith('#'): + start += self._a_to_u(' # ') + return (start + comment) + + + # Public methods + + def write(self, outfile=None, section=None): + """ + Write the current ConfigObj as a file + + tekNico: FIXME: use StringIO instead of real files + + >>> filename = a.filename + >>> a.filename = 'test.ini' + >>> a.write() + >>> a.filename = filename + >>> a == ConfigObj('test.ini', raise_errors=True) + 1 + >>> import os + >>> os.remove('test.ini') + """ + if self.indent_type is None: + # this can be true if initialised from a dictionary + self.indent_type = DEFAULT_INDENT_TYPE + + out = [] + cs = self._a_to_u('#') + csp = self._a_to_u('# ') + if section is None: + int_val = self.interpolation + self.interpolation = False + section = self + for line in self.initial_comment: + line = self._decode_element(line) + stripped_line = line.strip() + if stripped_line and not stripped_line.startswith(cs): + line = csp + line + out.append(line) + + indent_string = self.indent_type * section.depth + for entry in (section.scalars + section.sections): + if entry in section.defaults: + # don't write out default values + continue + for comment_line in section.comments[entry]: + comment_line = self._decode_element(comment_line.lstrip()) + if comment_line and not comment_line.startswith(cs): + comment_line = csp + comment_line + out.append(indent_string + comment_line) + this_entry = section[entry] + comment = self._handle_comment(section.inline_comments[entry]) + + if isinstance(this_entry, dict): + # a section + out.append(self._write_marker( + indent_string, + this_entry.depth, + entry, + comment)) + out.extend(self.write(section=this_entry)) + else: + out.append(self._write_line( + indent_string, + entry, + this_entry, + comment)) + + if section is self: + for line in self.final_comment: + line = self._decode_element(line) + stripped_line = line.strip() + if stripped_line and not stripped_line.startswith(cs): + line = csp + line + out.append(line) + self.interpolation = int_val + + if section is not self: + return out + + if (self.filename is None) and (outfile is None): + # output a list of lines + # might need to encode + # NOTE: This will *screw* UTF16, each line will start with the BOM + if self.encoding: + out = [l.encode(self.encoding) for l in out] + if (self.BOM and ((self.encoding is None) or + (BOM_LIST.get(self.encoding.lower()) == 'utf_8'))): + # Add the UTF8 BOM + if not out: + out.append('') + out[0] = BOM_UTF8 + out[0] + return out + + # Turn the list to a string, joined with correct newlines + newline = self.newlines or os.linesep + if (getattr(outfile, 'mode', None) is not None and outfile.mode == 'w' + and sys.platform == 'win32' and newline == '\r\n'): + # Windows specific hack to avoid writing '\r\r\n' + newline = '\n' + output = self._a_to_u(newline).join(out) + if self.encoding: + output = output.encode(self.encoding) + if self.BOM and ((self.encoding is None) or match_utf8(self.encoding)): + # Add the UTF8 BOM + output = BOM_UTF8 + output + + if not output.endswith(newline): + output += newline + if outfile is not None: + outfile.write(output) + else: + h = open(self.filename, 'wb') + h.write(output) + h.close() + + + def validate(self, validator, preserve_errors=False, copy=False, + section=None): + """ + Test the ConfigObj against a configspec. + + It uses the ``validator`` object from *validate.py*. + + To run ``validate`` on the current ConfigObj, call: :: + + test = config.validate(validator) + + (Normally having previously passed in the configspec when the ConfigObj + was created - you can dynamically assign a dictionary of checks to the + ``configspec`` attribute of a section though). + + It returns ``True`` if everything passes, or a dictionary of + pass/fails (True/False). If every member of a subsection passes, it + will just have the value ``True``. (It also returns ``False`` if all + members fail). + + In addition, it converts the values from strings to their native + types if their checks pass (and ``stringify`` is set). + + If ``preserve_errors`` is ``True`` (``False`` is default) then instead + of a marking a fail with a ``False``, it will preserve the actual + exception object. This can contain info about the reason for failure. + For example the ``VdtValueTooSmallError`` indicates that the value + supplied was too small. If a value (or section) is missing it will + still be marked as ``False``. + + You must have the validate module to use ``preserve_errors=True``. + + You can then use the ``flatten_errors`` function to turn your nested + results dictionary into a flattened list of failures - useful for + displaying meaningful error messages. + """ + if section is None: + if self.configspec is None: + raise ValueError('No configspec supplied.') + if preserve_errors: + # We do this once to remove a top level dependency on the validate module + # Which makes importing configobj faster + from validate import VdtMissingValue + self._vdtMissingValue = VdtMissingValue + + section = self + + if copy: + section.initial_comment = section.configspec.initial_comment + section.final_comment = section.configspec.final_comment + section.encoding = section.configspec.encoding + section.BOM = section.configspec.BOM + section.newlines = section.configspec.newlines + section.indent_type = section.configspec.indent_type + + # + # section.default_values.clear() #?? + configspec = section.configspec + self._set_configspec(section, copy) + + + def validate_entry(entry, spec, val, missing, ret_true, ret_false): + section.default_values.pop(entry, None) + + try: + section.default_values[entry] = validator.get_default_value(configspec[entry]) + except (KeyError, AttributeError, validator.baseErrorClass): + # No default, bad default or validator has no 'get_default_value' + # (e.g. SimpleVal) + pass + + try: + check = validator.check(spec, + val, + missing=missing + ) + except validator.baseErrorClass, e: + if not preserve_errors or isinstance(e, self._vdtMissingValue): + out[entry] = False + else: + # preserve the error + out[entry] = e + ret_false = False + ret_true = False + else: + ret_false = False + out[entry] = True + if self.stringify or missing: + # if we are doing type conversion + # or the value is a supplied default + if not self.stringify: + if isinstance(check, (list, tuple)): + # preserve lists + check = [self._str(item) for item in check] + elif missing and check is None: + # convert the None from a default to a '' + check = '' + else: + check = self._str(check) + if (check != val) or missing: + section[entry] = check + if not copy and missing and entry not in section.defaults: + section.defaults.append(entry) + return ret_true, ret_false + + # + out = {} + ret_true = True + ret_false = True + + unvalidated = [k for k in section.scalars if k not in configspec] + incorrect_sections = [k for k in configspec.sections if k in section.scalars] + incorrect_scalars = [k for k in configspec.scalars if k in section.sections] + + for entry in configspec.scalars: + if entry in ('__many__', '___many___'): + # reserved names + continue + if (not entry in section.scalars) or (entry in section.defaults): + # missing entries + # or entries from defaults + missing = True + val = None + if copy and entry not in section.scalars: + # copy comments + section.comments[entry] = ( + configspec.comments.get(entry, [])) + section.inline_comments[entry] = ( + configspec.inline_comments.get(entry, '')) + # + else: + missing = False + val = section[entry] + + ret_true, ret_false = validate_entry(entry, configspec[entry], val, + missing, ret_true, ret_false) + + many = None + if '__many__' in configspec.scalars: + many = configspec['__many__'] + elif '___many___' in configspec.scalars: + many = configspec['___many___'] + + if many is not None: + for entry in unvalidated: + val = section[entry] + ret_true, ret_false = validate_entry(entry, many, val, False, + ret_true, ret_false) + unvalidated = [] + + for entry in incorrect_scalars: + ret_true = False + if not preserve_errors: + out[entry] = False + else: + ret_false = False + msg = 'Value %r was provided as a section' % entry + out[entry] = validator.baseErrorClass(msg) + for entry in incorrect_sections: + ret_true = False + if not preserve_errors: + out[entry] = False + else: + ret_false = False + msg = 'Section %r was provided as a single value' % entry + out[entry] = validator.baseErrorClass(msg) + + # Missing sections will have been created as empty ones when the + # configspec was read. + for entry in section.sections: + # FIXME: this means DEFAULT is not copied in copy mode + if section is self and entry == 'DEFAULT': + continue + if section[entry].configspec is None: + unvalidated.append(entry) + continue + if copy: + section.comments[entry] = configspec.comments.get(entry, []) + section.inline_comments[entry] = configspec.inline_comments.get(entry, '') + check = self.validate(validator, preserve_errors=preserve_errors, copy=copy, section=section[entry]) + out[entry] = check + if check == False: + ret_true = False + elif check == True: + ret_false = False + else: + ret_true = False + + section.extra_values = unvalidated + if preserve_errors and not section._created: + # If the section wasn't created (i.e. it wasn't missing) + # then we can't return False, we need to preserve errors + ret_false = False + # + if ret_false and preserve_errors and out: + # If we are preserving errors, but all + # the failures are from missing sections / values + # then we can return False. Otherwise there is a + # real failure that we need to preserve. + ret_false = not any(out.values()) + if ret_true: + return True + elif ret_false: + return False + return out + + + def reset(self): + """Clear ConfigObj instance and restore to 'freshly created' state.""" + self.clear() + self._initialise() + # FIXME: Should be done by '_initialise', but ConfigObj constructor (and reload) + # requires an empty dictionary + self.configspec = None + # Just to be sure ;-) + self._original_configspec = None + + + def reload(self): + """ + Reload a ConfigObj from file. + + This method raises a ``ReloadError`` if the ConfigObj doesn't have + a filename attribute pointing to a file. + """ + if not isinstance(self.filename, basestring): + raise ReloadError() + + filename = self.filename + current_options = {} + for entry in OPTION_DEFAULTS: + if entry == 'configspec': + continue + current_options[entry] = getattr(self, entry) + + configspec = self._original_configspec + current_options['configspec'] = configspec + + self.clear() + self._initialise(current_options) + self._load(filename, configspec) + + + +class SimpleVal(object): + """ + A simple validator. + Can be used to check that all members expected are present. + + To use it, provide a configspec with all your members in (the value given + will be ignored). Pass an instance of ``SimpleVal`` to the ``validate`` + method of your ``ConfigObj``. ``validate`` will return ``True`` if all + members are present, or a dictionary with True/False meaning + present/missing. (Whole missing sections will be replaced with ``False``) + """ + + def __init__(self): + self.baseErrorClass = ConfigObjError + + def check(self, check, member, missing=False): + """A dummy check method, always returns the value unchanged.""" + if missing: + raise self.baseErrorClass() + return member + + +def flatten_errors(cfg, res, levels=None, results=None): + """ + An example function that will turn a nested dictionary of results + (as returned by ``ConfigObj.validate``) into a flat list. + + ``cfg`` is the ConfigObj instance being checked, ``res`` is the results + dictionary returned by ``validate``. + + (This is a recursive function, so you shouldn't use the ``levels`` or + ``results`` arguments - they are used by the function.) + + Returns a list of keys that failed. Each member of the list is a tuple:: + + ([list of sections...], key, result) + + If ``validate`` was called with ``preserve_errors=False`` (the default) + then ``result`` will always be ``False``. + + *list of sections* is a flattened list of sections that the key was found + in. + + If the section was missing (or a section was expected and a scalar provided + - or vice-versa) then key will be ``None``. + + If the value (or section) was missing then ``result`` will be ``False``. + + If ``validate`` was called with ``preserve_errors=True`` and a value + was present, but failed the check, then ``result`` will be the exception + object returned. You can use this as a string that describes the failure. + + For example *The value "3" is of the wrong type*. + """ + if levels is None: + # first time called + levels = [] + results = [] + if res == True: + return results + if res == False or isinstance(res, Exception): + results.append((levels[:], None, res)) + if levels: + levels.pop() + return results + for (key, val) in res.items(): + if val == True: + continue + if isinstance(cfg.get(key), dict): + # Go down one level + levels.append(key) + flatten_errors(cfg[key], val, levels, results) + continue + results.append((levels[:], key, val)) + # + # Go up one level + if levels: + levels.pop() + # + return results + + +def get_extra_values(conf, _prepend=()): + """ + Find all the values and sections not in the configspec from a validated + ConfigObj. + + ``get_extra_values`` returns a list of tuples where each tuple represents + either an extra section, or an extra value. + + The tuples contain two values, a tuple representing the section the value + is in and the name of the extra values. For extra values in the top level + section the first member will be an empty tuple. For values in the 'foo' + section the first member will be ``('foo',)``. For members in the 'bar' + subsection of the 'foo' section the first member will be ``('foo', 'bar')``. + + NOTE: If you call ``get_extra_values`` on a ConfigObj instance that hasn't + been validated it will return an empty list. + """ + out = [] + + out.extend([(_prepend, name) for name in conf.extra_values]) + for name in conf.sections: + if name not in conf.extra_values: + out.extend(get_extra_values(conf[name], _prepend + (name,))) + return out + + +"""*A programming language is a medium of expression.* - Paul Graham""" diff --git a/python/cdec/decoder.pxd b/python/cdec/decoder.pxd new file mode 100644 index 00000000..b68b836e --- /dev/null +++ b/python/cdec/decoder.pxd @@ -0,0 +1,35 @@ +from libcpp.string cimport string +from libcpp.vector cimport vector +from hypergraph cimport Hypergraph +from grammar cimport Grammar +from utils cimport * + +cdef extern from "decoder/ff_register.h": + void register_feature_functions() + +cdef extern from "decoder/decoder.h": + cdef cppclass SentenceMetadata: + pass + + cdef cppclass DecoderObserver: + DecoderObserver() + + cdef cppclass Decoder: + Decoder(istream* config_file) nogil + bint Decode(string& inp, DecoderObserver* observer) nogil + + # access this to either *read* or *write* to the decoder's last + # weight vector (i.e., the weights of the finest past) + vector[weight_t]& CurrentWeightVector() + + # void SetId(int id) + variables_map& GetConf() + + # add grammar rules (currently only supported by SCFG decoders) + void AddSupplementalGrammarFromString(string& grammar_str) nogil + void AddSupplementalGrammar(shared_ptr[Grammar] grammar) nogil + +cdef extern from "observer.h": + cdef cppclass BasicObserver(DecoderObserver): + Hypergraph* hypergraph + BasicObserver() diff --git a/python/cdec/grammar.pxd b/python/cdec/grammar.pxd new file mode 100644 index 00000000..0ffe80fa --- /dev/null +++ b/python/cdec/grammar.pxd @@ -0,0 +1,43 @@ +from libcpp.vector cimport vector +from libcpp.string cimport string +from utils cimport * + +cdef extern from "decoder/trule.h": + cdef cppclass AlignmentPoint: + AlignmentPoint(int s, int t) + AlignmentPoint Inverted() + short s_ + short t_ + + cdef cppclass TRule: + vector[WordID] f_ + vector[WordID] e_ + vector[AlignmentPoint] a_ + FastSparseVector[weight_t] scores_ + WordID lhs_ + int arity_ + bint IsUnary() + bint IsGoal() + void ComputeArity() + +cdef extern from "decoder/grammar.h": + cdef cppclass RuleBin: + int GetNumRules() + shared_ptr[TRule] GetIthRule(int i) + int Arity() + + ctypedef RuleBin const_RuleBin "const RuleBin" + + cdef cppclass GrammarIter: + const_RuleBin* GetRules() + + ctypedef GrammarIter const_GrammarIter "const GrammarIter" + + cdef cppclass Grammar: + const_GrammarIter* GetRoot() + string GetGrammarName() + void SetGrammarName(string) + + cdef cppclass TextGrammar(Grammar): + TextGrammar() + void AddRule(shared_ptr[TRule]& rule) nogil diff --git a/python/cdec/grammar.pxi b/python/cdec/grammar.pxi new file mode 100644 index 00000000..d523e4d2 --- /dev/null +++ b/python/cdec/grammar.pxi @@ -0,0 +1,227 @@ +cimport grammar +cimport cdec.sa._sa as _sa +import cdec.sa._sa as _sa + +def _phrase(phrase): + return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) + +cdef class NT: + cdef public bytes cat + cdef public unsigned ref + def __init__(self, bytes cat, unsigned ref=0): + """NT(bytes cat, int ref=0) -> Non-terminal from category `cat`.""" + self.cat = cat + self.ref = ref + + def __str__(self): + if self.ref > 0: + return '[%s,%d]' % (self.cat, self.ref) + return '[%s]' % self.cat + +cdef class NTRef: + cdef public unsigned ref + def __init__(self, unsigned ref): + """NTRef(int ref) -> Non-terminal reference.""" + self.ref = ref + + def __str__(self): + return '[%d]' % self.ref + +cdef TRule convert_rule(_sa.Rule rule): + lhs = _sa.sym_tocat(rule.lhs) + scores = dict(rule.scores) + f, e = [], [] + cdef int* fsyms = rule.f.syms + for i in range(rule.f.n): + if _sa.sym_isvar(fsyms[i]): + f.append(NT(_sa.sym_tocat(fsyms[i]))) + else: + f.append(_sa.sym_tostring(fsyms[i])) + cdef int* esyms = rule.e.syms + for i in range(rule.e.n): + if _sa.sym_isvar(esyms[i]): + e.append(NTRef(_sa.sym_getindex(esyms[i]))) + else: + e.append(_sa.sym_tostring(esyms[i])) + a = list(rule.alignments()) + return TRule(lhs, f, e, scores, a) + +cdef class TRule: + cdef shared_ptr[grammar.TRule]* rule + + def __init__(self, lhs, f, e, scores, a=None): + """TRule(lhs, f, e, scores, a=None) -> Translation rule. + lhs: left hand side non-terminal + f: source phrase (list of words/NT) + e: target phrase (list of words/NTRef) + scores: dictionary of feature scores + a: optional list of alignment points""" + self.rule = new shared_ptr[grammar.TRule](new grammar.TRule()) + self.lhs = lhs + self.e = e + self.f = f + self.scores = scores + if a: + self.a = a + self.rule.get().ComputeArity() + + def __dealloc__(self): + del self.rule + + property arity: + def __get__(self): + return self.rule.get().arity_ + + property f: + def __get__(self): + cdef vector[WordID]* f_ = &self.rule.get().f_ + cdef WordID w + cdef f = [] + cdef unsigned i + cdef int idx = 0 + for i in range(f_.size()): + w = f_[0][i] + if w < 0: + idx += 1 + f.append(NT(TDConvert(-w).c_str(), idx)) + else: + f.append(unicode(TDConvert(w).c_str(), encoding='utf8')) + return f + + def __set__(self, f): + cdef vector[WordID]* f_ = &self.rule.get().f_ + f_.resize(len(f)) + cdef unsigned i + cdef int idx = 0 + for i in range(len(f)): + if isinstance(f[i], NT): + f_[0][i] = -TDConvert(( f[i]).cat) + else: + fi = as_str(f[i]) + f_[0][i] = TDConvert(fi) + + property e: + def __get__(self): + cdef vector[WordID]* e_ = &self.rule.get().e_ + cdef WordID w + cdef e = [] + cdef unsigned i + cdef int idx = 0 + for i in range(e_.size()): + w = e_[0][i] + if w < 1: + idx += 1 + e.append(NTRef(1-w)) + else: + e.append(unicode(TDConvert(w).c_str(), encoding='utf8')) + return e + + def __set__(self, e): + cdef vector[WordID]* e_ = &self.rule.get().e_ + e_.resize(len(e)) + cdef unsigned i + for i in range(len(e)): + if isinstance(e[i], NTRef): + e_[0][i] = 1-e[i].ref + else: + ei = as_str(e[i]) + e_[0][i] = TDConvert(ei) + + property a: + def __get__(self): + cdef unsigned i + cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ + for i in range(a.size()): + yield (a[0][i].s_, a[0][i].t_) + + def __set__(self, a): + cdef vector[grammar.AlignmentPoint]* a_ = &self.rule.get().a_ + a_.resize(len(a)) + cdef unsigned i + cdef int s, t + for i in range(len(a)): + s, t = a[i] + a_[0][i] = grammar.AlignmentPoint(s, t) + + property scores: + def __get__(self): + cdef SparseVector scores = SparseVector.__new__(SparseVector) + scores.vector = new FastSparseVector[double](self.rule.get().scores_) + return scores + + def __set__(self, scores): + cdef FastSparseVector[double]* scores_ = &self.rule.get().scores_ + scores_.clear() + cdef int fid + cdef float fval + for fname, fval in scores.items(): + fn = as_str(fname) + fid = FDConvert(fn) + if fid < 0: raise KeyError(fname) + scores_.set_value(fid, fval) + + property lhs: + def __get__(self): + return NT(TDConvert(-self.rule.get().lhs_).c_str()) + + def __set__(self, lhs): + if not isinstance(lhs, NT): + lhs = NT(lhs) + self.rule.get().lhs_ = -TDConvert(( lhs).cat) + + def __str__(self): + scores = ' '.join('%s=%s' % feat for feat in self.scores) + return '%s ||| %s ||| %s ||| %s' % (self.lhs, + _phrase(self.f), _phrase(self.e), scores) + +cdef class MRule(TRule): + def __init__(self, lhs, rhs, scores): + """MRule(lhs, rhs, scores, a=None) -> Monolingual rule. + lhs: left hand side non-terminal + rhs: right hand side phrase (list of words/NT) + scores: dictionary of feature scores""" + cdef unsigned i = 1 + e = [] + for s in rhs: + if isinstance(s, NT): + e.append(NTRef(i)) + i += 1 + else: + e.append(s) + super(MRule, self).__init__(lhs, rhs, e, scores, None) + +cdef class Grammar: + cdef shared_ptr[grammar.Grammar]* grammar + + def __dealloc__(self): + del self.grammar + + def __iter__(self): + cdef grammar.const_GrammarIter* root = self.grammar.get().GetRoot() + cdef grammar.const_RuleBin* rbin = root.GetRules() + cdef TRule trule + cdef unsigned i + for i in range(rbin.GetNumRules()): + trule = TRule.__new__(TRule) + trule.rule = new shared_ptr[grammar.TRule](rbin.GetIthRule(i)) + yield trule + + property name: + def __get__(self): + str(self.grammar.get().GetGrammarName().c_str()) + + def __set__(self, name): + name = as_str(name) + self.grammar.get().SetGrammarName(name) + +cdef class TextGrammar(Grammar): + def __init__(self, rules): + """TextGrammar(rules) -> SCFG Grammar containing the rules.""" + self.grammar = new shared_ptr[grammar.Grammar](new grammar.TextGrammar()) + cdef grammar.TextGrammar* _g = self.grammar.get() + for trule in rules: + if isinstance(trule, _sa.Rule): + trule = convert_rule(trule) + elif not isinstance(trule, TRule): + raise ValueError('the grammar should contain TRule objects') + _g.AddRule(( trule).rule[0]) diff --git a/python/cdec/hypergraph.pxd b/python/cdec/hypergraph.pxd new file mode 100644 index 00000000..1e150bbc --- /dev/null +++ b/python/cdec/hypergraph.pxd @@ -0,0 +1,95 @@ +from libcpp.string cimport string +from libcpp.vector cimport vector +from utils cimport * +from grammar cimport TRule +from lattice cimport Lattice + +cdef extern from "decoder/hg.h": + cdef cppclass EdgeMask "std::vector": + EdgeMask(int size) + bint& operator[](int) + + cdef cppclass HypergraphEdge "Hypergraph::Edge": + int id_ + int head_node_ # position in hg.nodes_ + SmallVector[unsigned] tail_nodes_ # positions in hg.nodes_ + shared_ptr[TRule] rule_ + FastSparseVector[weight_t] feature_values_ + prob_t edge_prob_ # weights.dot(feature_values_) + # typically source span: + short int i_ + short int j_ + short int prev_i_ + short int prev_j_ + + ctypedef HypergraphEdge const_HypergraphEdge "const Hypergraph::Edge" + + cdef cppclass HypergraphNode "Hypergraph::Node": + int id_ + WordID cat_ # non-terminal category if <0, 0 if not set + vector[int] in_edges_ # positions in hg.edge_prob_ + vector[int] out_edges_ # positions in hg.edge_prob_ + + ctypedef HypergraphNode const_HypergraphNode "const Hypergraph::Node" + + cdef cppclass Hypergraph: + Hypergraph() + Hypergraph(Hypergraph) nogil + vector[HypergraphNode] nodes_ + vector[HypergraphEdge] edges_ + int GoalNode() + double NumberOfPaths() + void Reweight(vector[weight_t]& weights) nogil + void Reweight(FastSparseVector[weight_t]& weights) nogil + bint PruneInsideOutside(double beam_alpha, + double density, + EdgeMask* preserve_mask, + bint use_sum_prod_semiring, + double scale, + bint safe_inside) nogil + shared_ptr[Hypergraph] CreateViterbiHypergraph(EdgeMask* preserve_mask) nogil + +cdef extern from "decoder/viterbi.h": + prob_t ViterbiESentence(Hypergraph& hg, vector[WordID]* trans) nogil + string ViterbiETree(Hypergraph& hg) nogil + prob_t ViterbiFSentence(Hypergraph& hg, vector[WordID]* trans) nogil + string ViterbiFTree(Hypergraph& hg) nogil + FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg) nogil + FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg, + FastSparseVector[weight_t]* weights, + bint fatal_dotprod_disagreement) nogil + string JoshuaVisualizationString(Hypergraph& hg) nogil + +cdef extern from "decoder/hg_io.h" namespace "HypergraphIO": + # Hypergraph JSON I/O + bint ReadFromJSON(istream* inp, Hypergraph* out) + bint WriteToJSON(Hypergraph& hg, bint remove_rules, ostream* out) + # Hypergraph PLF I/O + void ReadFromPLF(string& inp, Hypergraph* out) + string AsPLF(Hypergraph& hg, bint include_global_parentheses) + # Lattice PLF I/O + void PLFtoLattice(string& plf, Lattice* pl) + string AsPLF(Lattice& lat, bint include_global_parentheses) + +cdef extern from "decoder/hg_intersect.h" namespace "HG": + bint Intersect(Lattice& target, Hypergraph* hg) nogil + +cdef extern from "decoder/hg_sampler.h" namespace "HypergraphSampler": + cdef cppclass Hypothesis: + vector[WordID] words + FastSparseVector[weight_t] fmap + prob_t model_score + void sample_hypotheses(Hypergraph& hg, + unsigned n, + MT19937* rng, + vector[Hypothesis]* hypos) nogil + void sample_trees(Hypergraph& hg, + unsigned n, + MT19937* rng, + vector[string]* trees) nogil + +cdef extern from "decoder/csplit.h" namespace "CompoundSplit": + int GetFullWordEdgeIndex(Hypergraph& forest) + +cdef extern from "decoder/inside_outside.h": + prob_t InsideOutside "InsideOutside, EdgeFeaturesAndProbWeightFunction>" (Hypergraph& hg, FastSparseVector[prob_t]* result) nogil diff --git a/python/cdec/hypergraph.pxi b/python/cdec/hypergraph.pxi new file mode 100644 index 00000000..4a709d32 --- /dev/null +++ b/python/cdec/hypergraph.pxi @@ -0,0 +1,281 @@ +cimport hypergraph +cimport kbest + +cdef class Hypergraph: + cdef hypergraph.Hypergraph* hg + cdef MT19937* rng + + def __dealloc__(self): + del self.hg + if self.rng != NULL: + del self.rng + + cdef MT19937* _rng(self): + if self.rng == NULL: + self.rng = new MT19937() + return self.rng + + def viterbi(self): + """hg.viterbi() -> String for the best hypothesis in the hypergraph.""" + cdef vector[WordID] trans + hypergraph.ViterbiESentence(self.hg[0], &trans) + return unicode(GetString(trans).c_str(), 'utf8') + + def viterbi_trees(self): + """hg.viterbi_trees() -> (f_tree, e_tree) + f_tree: Source tree for the best hypothesis in the hypergraph. + e_tree: Target tree for the best hypothesis in the hypergraph. + """ + f_tree = unicode(hypergraph.ViterbiFTree(self.hg[0]).c_str(), 'utf8') + e_tree = unicode(hypergraph.ViterbiETree(self.hg[0]).c_str(), 'utf8') + return (f_tree, e_tree) + + def viterbi_features(self): + """hg.viterbi_features() -> SparseVector with the features corresponding + to the best derivation in the hypergraph.""" + cdef SparseVector fmap = SparseVector.__new__(SparseVector) + fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) + return fmap + + def viterbi_forest(self): + cdef Hypergraph hg = Hypergraph() + hg.hg = new hypergraph.Hypergraph(self.hg[0].CreateViterbiHypergraph(NULL).get()[0]) + return hg + + def viterbi_joshua(self): + """hg.viterbi_joshua() -> Joshua representation of the best derivation.""" + return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') + + def kbest(self, size): + """hg.kbest(size) -> List of k-best hypotheses in the hypergraph.""" + cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal]* derivations = new kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal].Derivation* derivation + cdef unsigned k + try: + for k in range(size): + derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not derivation: break + yield unicode(GetString(derivation._yield).c_str(), 'utf8') + finally: + del derivations + + def kbest_trees(self, size): + """hg.kbest_trees(size) -> List of k-best trees in the hypergraph.""" + cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal]* f_derivations = new kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal].Derivation* f_derivation + cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal]* e_derivations = new kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal].Derivation* e_derivation + cdef unsigned k + try: + for k in range(size): + f_derivation = f_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + e_derivation = e_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not f_derivation or not e_derivation: break + f_tree = unicode(GetString(f_derivation._yield).c_str(), 'utf8') + e_tree = unicode(GetString(e_derivation._yield).c_str(), 'utf8') + yield (f_tree, e_tree) + finally: + del f_derivations + del e_derivations + + def kbest_features(self, size): + """hg.kbest_trees(size) -> List of k-best feature vectors in the hypergraph.""" + cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) + cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation + cdef SparseVector fmap + cdef unsigned k + try: + for k in range(size): + derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) + if not derivation: break + fmap = SparseVector.__new__(SparseVector) + fmap.vector = new FastSparseVector[weight_t](derivation._yield) + yield fmap + finally: + del derivations + + def sample(self, unsigned n): + """hg.sample(n) -> Sample of n hypotheses from the hypergraph.""" + cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() + hypergraph.sample_hypotheses(self.hg[0], n, self._rng(), hypos) + cdef unsigned k + try: + for k in range(hypos.size()): + yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') + finally: + del hypos + + def sample_trees(self, unsigned n): + """hg.sample_trees(n) -> Sample of n trees from the hypergraph.""" + cdef vector[string]* trees = new vector[string]() + hypergraph.sample_trees(self.hg[0], n, self._rng(), trees) + cdef unsigned k + try: + for k in range(trees.size()): + yield unicode(trees[0][k].c_str(), 'utf8') + finally: + del trees + + def intersect(self, inp): + """hg.intersect(Lattice/string): Intersect the hypergraph with the provided reference.""" + cdef Lattice lat + if isinstance(inp, Lattice): + lat = inp + elif isinstance(inp, basestring): + lat = Lattice(inp) + else: + raise TypeError('cannot intersect hypergraph with %s' % type(inp)) + return hypergraph.Intersect(lat.lattice[0], self.hg) + + def prune(self, beam_alpha=0, density=0, **kwargs): + """hg.prune(beam_alpha=0, density=0): Prune the hypergraph. + beam_alpha: use beam pruning + density: use density pruning""" + cdef hypergraph.EdgeMask* preserve_mask = NULL + if 'csplit_preserve_full_word' in kwargs: + preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) + preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True + self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) + if preserve_mask: + del preserve_mask + + def lattice(self): # TODO direct hg -> lattice conversion in cdec + """hg.lattice() -> Lattice corresponding to the hypergraph.""" + cdef bytes plf = hypergraph.AsPLF(self.hg[0], True).c_str() + return Lattice(eval(plf)) + + def plf(self): + """hg.plf() -> Lattice PLF representation corresponding to the hypergraph.""" + return bytes(hypergraph.AsPLF(self.hg[0], True).c_str()) + + def reweight(self, weights): + """hg.reweight(SparseVector/DenseVector): Reweight the hypergraph with a new vector.""" + if isinstance(weights, SparseVector): + self.hg.Reweight(( weights).vector[0]) + elif isinstance(weights, DenseVector): + self.hg.Reweight(( weights).vector[0]) + else: + raise TypeError('cannot reweight hypergraph with %s' % type(weights)) + + property edges: + def __get__(self): + cdef unsigned i + for i in range(self.hg.edges_.size()): + yield HypergraphEdge().init(self.hg, i) + + property nodes: + def __get__(self): + cdef unsigned i + for i in range(self.hg.nodes_.size()): + yield HypergraphNode().init(self.hg, i) + + property goal: + def __get__(self): + return HypergraphNode().init(self.hg, self.hg.GoalNode()) + + property npaths: + def __get__(self): + return self.hg.NumberOfPaths() + + def inside_outside(self): + """hg.inside_outside() -> SparseVector with inside-outside scores for each feature.""" + cdef FastSparseVector[prob_t]* result = new FastSparseVector[prob_t]() + cdef prob_t z = hypergraph.InsideOutside(self.hg[0], result) + result[0] /= z + cdef SparseVector vector = SparseVector.__new__(SparseVector) + vector.vector = new FastSparseVector[double]() + cdef FastSparseVector[prob_t].const_iterator* it = new FastSparseVector[prob_t].const_iterator(result[0], False) + cdef unsigned i + for i in range(result.size()): + vector.vector.set_value(it[0].ptr().first, log(it[0].ptr().second)) + pinc(it[0]) # ++it + del it + del result + return vector + +cdef class HypergraphEdge: + cdef hypergraph.Hypergraph* hg + cdef hypergraph.HypergraphEdge* edge + cdef public TRule trule + + cdef init(self, hypergraph.Hypergraph* hg, unsigned i): + self.hg = hg + self.edge = &hg.edges_[i] + self.trule = TRule.__new__(TRule) + self.trule.rule = new shared_ptr[grammar.TRule](self.edge.rule_) + return self + + def __len__(self): + return self.edge.tail_nodes_.size() + + property head_node: + def __get__(self): + return HypergraphNode().init(self.hg, self.edge.head_node_) + + property tail_nodes: + def __get__(self): + cdef unsigned i + for i in range(self.edge.tail_nodes_.size()): + yield HypergraphNode().init(self.hg, self.edge.tail_nodes_[i]) + + property span: + def __get__(self): + return (self.edge.i_, self.edge.j_) + + property src_span: + def __get__(self): + return (self.edge.prev_i_, self.edge.prev_j_) + + property feature_values: + def __get__(self): + cdef SparseVector vector = SparseVector.__new__(SparseVector) + vector.vector = new FastSparseVector[double](self.edge.feature_values_) + return vector + + property prob: + def __get__(self): + return self.edge.edge_prob_.as_float() + + def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): + if op == 2: # == + return x.edge == y.edge + elif op == 3: # != + return not (x == y) + raise NotImplemented('comparison not implemented for HypergraphEdge') + +cdef class HypergraphNode: + cdef hypergraph.Hypergraph* hg + cdef hypergraph.HypergraphNode* node + + cdef init(self, hypergraph.Hypergraph* hg, unsigned i): + self.hg = hg + self.node = &hg.nodes_[i] + return self + + property in_edges: + def __get__(self): + cdef unsigned i + for i in range(self.node.in_edges_.size()): + yield HypergraphEdge().init(self.hg, self.node.in_edges_[i]) + + property out_edges: + def __get__(self): + cdef unsigned i + for i in range(self.node.out_edges_.size()): + yield HypergraphEdge().init(self.hg, self.node.out_edges_[i]) + + property span: + def __get__(self): + return next(self.in_edges).span + + property cat: + def __get__(self): + if self.node.cat_: + return str(TDConvert(-self.node.cat_).c_str()) + + def __richcmp__(HypergraphNode x, HypergraphNode y, int op): + if op == 2: # == + return x.node == y.node + elif op == 3: # != + return not (x == y) + raise NotImplemented('comparison not implemented for HypergraphNode') diff --git a/python/cdec/kbest.pxd b/python/cdec/kbest.pxd new file mode 100644 index 00000000..44ecfbab --- /dev/null +++ b/python/cdec/kbest.pxd @@ -0,0 +1,20 @@ +from libcpp.vector cimport vector +from utils cimport WordID +from hypergraph cimport Hypergraph + +cdef extern from "decoder/viterbi.h": + cdef cppclass ESentenceTraversal: + pass + cdef cppclass ETreeTraversal: + pass + cdef cppclass FTreeTraversal: + pass + cdef cppclass FeatureVectorTraversal: + pass + +cdef extern from "decoder/kbest.h" namespace "KBest": + cdef cppclass KBestDerivations[T, Traversal]: + cppclass Derivation: + T _yield "yield" + KBestDerivations(Hypergraph& hg, unsigned k) nogil + Derivation* LazyKthBest(unsigned v, unsigned k) nogil diff --git a/python/cdec/lattice.pxd b/python/cdec/lattice.pxd new file mode 100644 index 00000000..8ad710e5 --- /dev/null +++ b/python/cdec/lattice.pxd @@ -0,0 +1,20 @@ +from libcpp.vector cimport vector +from libcpp.string cimport string +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[vector[LatticeArc]]) + Lattice() + bint IsSentence() + vector[LatticeArc]& operator[](unsigned) + void resize(unsigned) + +cdef extern from "decoder/lattice.h" namespace "LatticeTools": + void ConvertTextOrPLF(string& text, Lattice* pl) diff --git a/python/cdec/lattice.pxi b/python/cdec/lattice.pxi new file mode 100644 index 00000000..8000b61e --- /dev/null +++ b/python/cdec/lattice.pxi @@ -0,0 +1,80 @@ +cimport lattice + +cdef class Lattice: + cdef lattice.Lattice* lattice + + def __cinit__(self): + self.lattice = new lattice.Lattice() + + def __init__(self, inp): + """Lattice(tuple) -> Lattice from node list. + Lattice(string) -> Lattice from PLF representation.""" + if isinstance(inp, tuple): + self.lattice.resize(len(inp)) + for i, arcs in enumerate(inp): + self[i] = arcs + elif isinstance(inp, basestring): + lattice.ConvertTextOrPLF(as_str(inp), self.lattice) + else: + raise TypeError('cannot create lattice from %s' % type(inp)) + + def __dealloc__(self): + del self.lattice + + def __getitem__(self, int index): + if not 0 <= index < len(self): + raise IndexError('lattice index out of range') + arcs = [] + cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] + cdef lattice.LatticeArc* arc + cdef unsigned i + for i in range(arc_vector.size()): + arc = &arc_vector[i] + label = unicode(TDConvert(arc.label).c_str(), 'utf8') + arcs.append((label, arc.cost, arc.dist2next)) + return tuple(arcs) + + def __setitem__(self, int index, tuple arcs): + if not 0 <= index < len(self): + raise IndexError('lattice index out of range') + cdef lattice.LatticeArc* arc + for (label, cost, dist2next) in arcs: + label_str = as_str(label) + arc = new lattice.LatticeArc(TDConvert(label_str), cost, dist2next) + self.lattice[0][index].push_back(arc[0]) + del arc + + def __len__(self): + return self.lattice.size() + + def __str__(self): + return str(hypergraph.AsPLF(self.lattice[0], True).c_str()) + + def __unicode__(self): + return unicode(str(self), 'utf8') + + def __iter__(self): + cdef unsigned i + for i in range(len(self)): + yield self[i] + + def todot(self): + """lattice.todot() -> Representation of the lattice in GraphViz dot format.""" + def lines(): + yield 'digraph lattice {' + yield 'rankdir = LR;' + yield 'node [shape=circle];' + for i in range(len(self)): + for label, weight, delta in self[i]: + yield '%d -> %d [label="%s"];' % (i, i+delta, label.replace('"', '\\"')) + yield '%d [shape=doublecircle]' % len(self) + yield '}' + return '\n'.join(lines()).encode('utf8') + + def as_hypergraph(self): + """lattice.as_hypergraph() -> Hypergraph representation of the lattice.""" + cdef Hypergraph result = Hypergraph.__new__(Hypergraph) + result.hg = new hypergraph.Hypergraph() + cdef bytes plf = str(self) + hypergraph.ReadFromPLF(plf, result.hg) + return result diff --git a/python/cdec/mteval.pxd b/python/cdec/mteval.pxd new file mode 100644 index 00000000..33a6b7a5 --- /dev/null +++ b/python/cdec/mteval.pxd @@ -0,0 +1,56 @@ +from libcpp.vector cimport vector +from libcpp.string cimport string +from utils cimport * +from hypergraph cimport Hypergraph + +cdef extern from "mteval/ns.h": + cdef cppclass SufficientStats: + SufficientStats() + SufficientStats(SufficientStats&) + unsigned size() + float operator[](unsigned i) + void swap(SufficientStats& other) + vector[float] fields + + SufficientStats add "operator+" (SufficientStats&, SufficientStats&) + + cdef cppclass SegmentEvaluator: + void Evaluate(vector[WordID]& hyp, SufficientStats* out) + + cdef cppclass EvaluationMetric: + string& MetricId() + bint IsErrorMetric() + float ComputeScore(SufficientStats& stats) + string DetailedScore(SufficientStats& stats) + shared_ptr[SegmentEvaluator] CreateSegmentEvaluator(vector[vector[WordID]]& refs) + ComputeSufficientStatistics(vector[WordID]& hyp, + vector[WordID]& refs, + SufficientStats* out) + + cdef 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/utils/candidate_set.h" namespace "training": + cdef cppclass Candidate: + vector[WordID] ewords + FastSparseVector[weight_t] fmap + SufficientStats eval_feats + + ctypedef Candidate const_Candidate "const training::Candidate" + + cdef cppclass CandidateSet: + CandidateSet() + unsigned size() + const_Candidate& operator[](unsigned i) + void ReadFromFile(string& file) + void WriteToFile(string& file) + void AddKBestCandidates(Hypergraph& hg, + unsigned kbest_size, + SegmentEvaluator* scorer) diff --git a/python/cdec/mteval.pxi b/python/cdec/mteval.pxi new file mode 100644 index 00000000..436a1e01 --- /dev/null +++ b/python/cdec/mteval.pxi @@ -0,0 +1,198 @@ +cimport mteval + +cdef SufficientStats as_stats(x, y): + if isinstance(x, SufficientStats): + return x + elif x == 0 and isinstance(y, SufficientStats): + stats = SufficientStats() + stats.stats = new mteval.SufficientStats() + stats.metric = ( y).metric + return stats + +cdef class Candidate: + cdef mteval.const_Candidate* candidate + cdef public float score + + property words: + def __get__(self): + return unicode(GetString(self.candidate.ewords).c_str(), encoding='utf8') + + property fmap: + def __get__(self): + cdef SparseVector fmap = SparseVector.__new__(SparseVector) + fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) + return fmap + +cdef class SufficientStats: + cdef mteval.SufficientStats* stats + cdef mteval.EvaluationMetric* metric + + def __dealloc__(self): + del self.stats + + property score: + def __get__(self): + return self.metric.ComputeScore(self.stats[0]) + + property detail: + def __get__(self): + return str(self.metric.DetailedScore(self.stats[0]).c_str()) + + def __len__(self): + return self.stats.size() + + def __iter__(self): + for i in range(len(self)): + yield self[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] + return self + + def __add__(x, y): + cdef SufficientStats sx = as_stats(x, y) + cdef SufficientStats sy = as_stats(y, x) + cdef SufficientStats result = SufficientStats() + result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) + result.metric = sx.metric + return result + +cdef class CandidateSet: + cdef shared_ptr[mteval.SegmentEvaluator]* scorer + cdef mteval.EvaluationMetric* metric + cdef mteval.CandidateSet* cs + + def __cinit__(self, SegmentEvaluator evaluator): + self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) + self.metric = evaluator.metric + self.cs = new mteval.CandidateSet() + + def __dealloc__(self): + del self.scorer + del self.cs + + def __len__(self): + return self.cs.size() + + def __getitem__(self,int k): + if not 0 <= k < self.cs.size(): + raise IndexError('candidate set index out of range') + cdef Candidate candidate = Candidate() + candidate.candidate = &self.cs[0][k] + candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) + return candidate + + def __iter__(self): + cdef unsigned i + for i in range(len(self)): + yield self[i] + + def add_kbest(self, Hypergraph hypergraph, unsigned k): + """cs.add_kbest(Hypergraph hypergraph, int k) -> Extract K-best hypotheses + from the hypergraph and add them to the candidate set.""" + self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) + +cdef class SegmentEvaluator: + cdef shared_ptr[mteval.SegmentEvaluator]* scorer + cdef mteval.EvaluationMetric* metric + + def __dealloc__(self): + del self.scorer + + def evaluate(self, sentence): + """se.evaluate(sentence) -> SufficientStats for the given hypothesis.""" + cdef vector[WordID] hyp + cdef SufficientStats sf = SufficientStats() + sf.metric = self.metric + sf.stats = new mteval.SufficientStats() + ConvertSentence(as_str(sentence.strip()), &hyp) + self.scorer.get().Evaluate(hyp, sf.stats) + return sf + + def candidate_set(self): + """se.candidate_set() -> Candidate set using this segment evaluator for scoring.""" + return CandidateSet(self) + +cdef class Scorer: + cdef string* name + cdef mteval.EvaluationMetric* metric + + 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): + if isinstance(refs, basestring): + refs = [refs] + cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]() + cdef vector[WordID]* refv + for ref in refs: + refv = new vector[WordID]() + ConvertSentence(as_str(ref.strip()), refv) + refsv.push_back(refv[0]) + del refv + cdef unsigned i + cdef SegmentEvaluator evaluator = SegmentEvaluator() + 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 str(self.name.c_str()) + +cdef float _compute_score(void* metric_, mteval.SufficientStats* stats): + cdef 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_ + cdef list refs_ = [] + cdef unsigned i + for i in range(refs.size()): + refs_.append(str(refs[0][i].c_str())) + cdef list ss = metric.evaluate(str(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() + cdef bytes class_name = self.__class__.__name__ + self.scorer.name = new string(class_name) + self.scorer.metric = mteval.PyMetricInstance(self.scorer.name[0], + 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') +QCRI = Scorer('QCRI_BLEU') +TER = Scorer('TER') +CER = Scorer('CER') +SSK = Scorer('SSK') diff --git a/python/cdec/observer.h b/python/cdec/observer.h new file mode 100644 index 00000000..05f3c9be --- /dev/null +++ b/python/cdec/observer.h @@ -0,0 +1,21 @@ +#include "decoder/hg.h" +#include "decoder/decoder.h" + +struct BasicObserver: public DecoderObserver { + Hypergraph* hypergraph; + BasicObserver() : hypergraph(NULL) {} + ~BasicObserver() { + if(hypergraph != NULL) delete hypergraph; + } + void NotifyDecodingStart(const SentenceMetadata& smeta) {} + void NotifySourceParseFailure(const SentenceMetadata& smeta) {} + void NotifyTranslationForest(const SentenceMetadata& smeta, Hypergraph* hg) { + if(hypergraph != NULL) delete hypergraph; + hypergraph = new Hypergraph(*hg); + } + void NotifyAlignmentFailure(const SentenceMetadata& semta) { + if(hypergraph != NULL) delete hypergraph; + } + void NotifyAlignmentForest(const SentenceMetadata& smeta, Hypergraph* hg) {} + void NotifyDecodingComplete(const SentenceMetadata& smeta) {} +}; diff --git a/python/cdec/py_scorer.h b/python/cdec/py_scorer.h new file mode 100644 index 00000000..22dc9fee --- /dev/null +++ b/python/cdec/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 *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& hyp, + const std::vector >& refs, + SufficientStats* out) const { + std::string hyp_(TD::GetString(hyp)); + std::vector 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; +}; diff --git a/python/cdec/sa/__init__.py b/python/cdec/sa/__init__.py new file mode 100644 index 00000000..14ba5ecb --- /dev/null +++ b/python/cdec/sa/__init__.py @@ -0,0 +1,25 @@ +from cdec.sa._sa import make_lattice, decode_lattice, decode_sentence,\ + encode_words, decode_words, isvar,\ + SuffixArray, DataArray, LCP, Precomputation, Alignment, BiLex,\ + HieroCachingRuleFactory, Sampler, Scorer +from cdec.sa.extractor import GrammarExtractor + +_SA_FEATURES = [] +_SA_ANNOTATORS = {} +_SA_CONFIGURE = [] + +def feature(fn): + _SA_FEATURES.append(fn) + return fn + +def annotator(fn): + _SA_ANNOTATORS[fn.__name__] = fn + +def annotate(sentence): + meta = {} + for name, fn in _SA_ANNOTATORS.iteritems(): + meta[name] = fn(sentence) + return meta + +def configure(fn): + _SA_CONFIGURE.append(fn) diff --git a/python/cdec/sa/_sa.c b/python/cdec/sa/_sa.c new file mode 100644 index 00000000..2e565e22 --- /dev/null +++ b/python/cdec/sa/_sa.c @@ -0,0 +1,80507 @@ +/* Generated by Cython 0.19.1 on Sun Jun 2 14:47:43 2013 */ + +#define PY_SSIZE_T_CLEAN +#ifndef CYTHON_USE_PYLONG_INTERNALS +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 0 +#else +#include "pyconfig.h" +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 1 +#else +#define CYTHON_USE_PYLONG_INTERNALS 0 +#endif +#endif +#endif +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x02040000 + #error Cython requires Python 2.4+. +#else +#include /* For offsetof */ +#ifndef offsetof +#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif +#if !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif +#ifdef PYPY_VERSION +#define CYTHON_COMPILING_IN_PYPY 1 +#define CYTHON_COMPILING_IN_CPYTHON 0 +#else +#define CYTHON_COMPILING_IN_PYPY 0 +#define CYTHON_COMPILING_IN_CPYTHON 1 +#endif +#if PY_VERSION_HEX < 0x02050000 + typedef int Py_ssize_t; + #define PY_SSIZE_T_MAX INT_MAX + #define PY_SSIZE_T_MIN INT_MIN + #define PY_FORMAT_SIZE_T "" + #define CYTHON_FORMAT_SSIZE_T "" + #define PyInt_FromSsize_t(z) PyInt_FromLong(z) + #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) + #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \ + (PyErr_Format(PyExc_TypeError, \ + "expected index value, got %.200s", Py_TYPE(o)->tp_name), \ + (PyObject*)0)) + #define __Pyx_PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && \ + !PyComplex_Check(o)) + #define PyIndex_Check __Pyx_PyIndex_Check + #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message) + #define __PYX_BUILD_PY_SSIZE_T "i" +#else + #define __PYX_BUILD_PY_SSIZE_T "n" + #define CYTHON_FORMAT_SSIZE_T "z" + #define __Pyx_PyIndex_Check PyIndex_Check +#endif +#if PY_VERSION_HEX < 0x02060000 + #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt) + #define Py_TYPE(ob) (((PyObject*)(ob))->ob_type) + #define Py_SIZE(ob) (((PyVarObject*)(ob))->ob_size) + #define PyVarObject_HEAD_INIT(type, size) \ + PyObject_HEAD_INIT(type) size, + #define PyType_Modified(t) + typedef struct { + void *buf; + PyObject *obj; + Py_ssize_t len; + Py_ssize_t itemsize; + int readonly; + int ndim; + char *format; + Py_ssize_t *shape; + Py_ssize_t *strides; + Py_ssize_t *suboffsets; + void *internal; + } Py_buffer; + #define PyBUF_SIMPLE 0 + #define PyBUF_WRITABLE 0x0001 + #define PyBUF_FORMAT 0x0004 + #define PyBUF_ND 0x0008 + #define PyBUF_STRIDES (0x0010 | PyBUF_ND) + #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES) + #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES) + #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES) + #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES) + #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE) + #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE) + typedef int (*getbufferproc)(PyObject *, Py_buffer *, int); + typedef void (*releasebufferproc)(PyObject *, Py_buffer *); +#endif +#if PY_MAJOR_VERSION < 3 + #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) +#else + #define __Pyx_BUILTIN_MODULE_NAME "builtins" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) +#endif +#if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6 + #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict") +#endif +#if PY_MAJOR_VERSION >= 3 + #define Py_TPFLAGS_CHECKTYPES 0 + #define Py_TPFLAGS_HAVE_INDEX 0 +#endif +#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3) + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif +#if PY_VERSION_HEX < 0x02060000 + #define Py_TPFLAGS_HAVE_VERSION_TAG 0 +#endif +#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) + #define CYTHON_PEP393_ENABLED 1 + #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? \ + 0 : _PyUnicode_Ready((PyObject *)(op))) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) + #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) +#else + #define CYTHON_PEP393_ENABLED 0 + #define __Pyx_PyUnicode_READY(op) (0) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) + #define __Pyx_PyUnicode_READ(k, d, i) ((k=k), (Py_UCS4)(((Py_UNICODE*)d)[i])) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBaseString_Type PyUnicode_Type + #define PyStringObject PyUnicodeObject + #define PyString_Type PyUnicode_Type + #define PyString_Check PyUnicode_Check + #define PyString_CheckExact PyUnicode_CheckExact +#endif +#if PY_VERSION_HEX < 0x02060000 + #define PyBytesObject PyStringObject + #define PyBytes_Type PyString_Type + #define PyBytes_Check PyString_Check + #define PyBytes_CheckExact PyString_CheckExact + #define PyBytes_FromString PyString_FromString + #define PyBytes_FromStringAndSize PyString_FromStringAndSize + #define PyBytes_FromFormat PyString_FromFormat + #define PyBytes_DecodeEscape PyString_DecodeEscape + #define PyBytes_AsString PyString_AsString + #define PyBytes_AsStringAndSize PyString_AsStringAndSize + #define PyBytes_Size PyString_Size + #define PyBytes_AS_STRING PyString_AS_STRING + #define PyBytes_GET_SIZE PyString_GET_SIZE + #define PyBytes_Repr PyString_Repr + #define PyBytes_Concat PyString_Concat + #define PyBytes_ConcatAndDel PyString_ConcatAndDel +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) + #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) +#else + #define __Pyx_PyBaseString_Check(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj) || \ + PyString_Check(obj) || PyUnicode_Check(obj)) + #define __Pyx_PyBaseString_CheckExact(obj) (Py_TYPE(obj) == &PyBaseString_Type) +#endif +#if PY_VERSION_HEX < 0x02060000 + #define PySet_Check(obj) PyObject_TypeCheck(obj, &PySet_Type) + #define PyFrozenSet_Check(obj) PyObject_TypeCheck(obj, &PyFrozenSet_Type) +#endif +#ifndef PySet_CheckExact + #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) +#endif +#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) +#if PY_MAJOR_VERSION >= 3 + #define PyIntObject PyLongObject + #define PyInt_Type PyLong_Type + #define PyInt_Check(op) PyLong_Check(op) + #define PyInt_CheckExact(op) PyLong_CheckExact(op) + #define PyInt_FromString PyLong_FromString + #define PyInt_FromUnicode PyLong_FromUnicode + #define PyInt_FromLong PyLong_FromLong + #define PyInt_FromSize_t PyLong_FromSize_t + #define PyInt_FromSsize_t PyLong_FromSsize_t + #define PyInt_AsLong PyLong_AsLong + #define PyInt_AS_LONG PyLong_AS_LONG + #define PyInt_AsSsize_t PyLong_AsSsize_t + #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask + #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBoolObject PyLongObject +#endif +#if PY_VERSION_HEX < 0x03020000 + typedef long Py_hash_t; + #define __Pyx_PyInt_FromHash_t PyInt_FromLong + #define __Pyx_PyInt_AsHash_t PyInt_AsLong +#else + #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t + #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t +#endif +#if (PY_MAJOR_VERSION < 3) || (PY_VERSION_HEX >= 0x03010300) + #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b) + #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value) + #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b) +#else + #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0))) + #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1))) + #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1))) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) +#endif +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n))) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n))) +#else + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n)) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n)) +#endif +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_NAMESTR(n) ((char *)(n)) + #define __Pyx_DOCSTR(n) ((char *)(n)) +#else + #define __Pyx_NAMESTR(n) (n) + #define __Pyx_DOCSTR(n) (n) +#endif +#ifndef CYTHON_INLINE + #if defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif +#ifndef CYTHON_RESTRICT + #if defined(__GNUC__) + #define CYTHON_RESTRICT __restrict__ + #elif defined(_MSC_VER) + #define CYTHON_RESTRICT __restrict + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_RESTRICT restrict + #else + #define CYTHON_RESTRICT + #endif +#endif +#ifdef NAN +#define __PYX_NAN() ((float) NAN) +#else +static CYTHON_INLINE float __PYX_NAN() { + /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and + a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is + a quiet NaN. */ + float value; + memset(&value, 0xFF, sizeof(value)); + return value; +} +#endif + + +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#else + #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) +#endif + +#ifndef __PYX_EXTERN_C + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#if defined(WIN32) || defined(MS_WINDOWS) +#define _USE_MATH_DEFINES +#endif +#include +#define __PYX_HAVE___sa +#define __PYX_HAVE_API___sa +#include "string.h" +#include "stdio.h" +#include "stdlib.h" +#include "strmap.h" +#include "math.h" +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#ifdef PYREX_WITHOUT_ASSERTIONS +#define CYTHON_WITHOUT_ASSERTIONS +#endif + +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif +typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; + const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/ + +#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 +#define __PYX_DEFAULT_STRING_ENCODING "" +#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString +#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); +static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); +#define __Pyx_PyBytes_FromString PyBytes_FromString +#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char*); +#if PY_MAJOR_VERSION < 3 + #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString + #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#else + #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString + #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize +#endif +#define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((char*)s) +#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((char*)s) +#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((char*)s) +#define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((char*)s) +#if PY_MAJOR_VERSION < 3 +static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) +{ + const Py_UNICODE *u_end = u; + while (*u_end++) ; + return u_end - u - 1; +} +#else +#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen +#endif +#define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) +#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode +#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode +#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) +#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x); +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); +#if CYTHON_COMPILING_IN_CPYTHON +#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) +#else +#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) +#endif +#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII +static int __Pyx_sys_getdefaultencoding_not_ascii; +static int __Pyx_init_sys_getdefaultencoding_params() { + PyObject* sys = NULL; + PyObject* default_encoding = NULL; + PyObject* ascii_chars_u = NULL; + PyObject* ascii_chars_b = NULL; + sys = PyImport_ImportModule("sys"); + if (sys == NULL) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); + if (default_encoding == NULL) goto bad; + if (strcmp(PyBytes_AsString(default_encoding), "ascii") == 0) { + __Pyx_sys_getdefaultencoding_not_ascii = 0; + } else { + const char* default_encoding_c = PyBytes_AS_STRING(default_encoding); + char ascii_chars[128]; + int c; + for (c = 0; c < 128; c++) { + ascii_chars[c] = c; + } + __Pyx_sys_getdefaultencoding_not_ascii = 1; + ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); + if (ascii_chars_u == NULL) goto bad; + ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); + if (ascii_chars_b == NULL || strncmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { + PyErr_Format( + PyExc_ValueError, + "This module compiled with c_string_encoding=ascii, but default encoding '%s' is not a superset of ascii.", + default_encoding_c); + goto bad; + } + } + Py_XDECREF(sys); + Py_XDECREF(default_encoding); + Py_XDECREF(ascii_chars_u); + Py_XDECREF(ascii_chars_b); + return 0; +bad: + Py_XDECREF(sys); + Py_XDECREF(default_encoding); + Py_XDECREF(ascii_chars_u); + Py_XDECREF(ascii_chars_b); + return -1; +} +#endif +#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 +#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) +#else +#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) +#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT +static char* __PYX_DEFAULT_STRING_ENCODING; +static int __Pyx_init_sys_getdefaultencoding_params() { + PyObject* sys = NULL; + PyObject* default_encoding = NULL; + char* default_encoding_c; + sys = PyImport_ImportModule("sys"); + if (sys == NULL) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); + if (default_encoding == NULL) goto bad; + default_encoding_c = PyBytes_AS_STRING(default_encoding); + __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c)); + strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); + Py_DECREF(sys); + Py_DECREF(default_encoding); + return 0; +bad: + Py_XDECREF(sys); + Py_XDECREF(default_encoding); + return -1; +} +#endif +#endif + + +#ifdef __GNUC__ + /* Test for GCC > 2.95 */ + #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)) + #define likely(x) __builtin_expect(!!(x), 1) + #define unlikely(x) __builtin_expect(!!(x), 0) + #else /* __GNUC__ > 2 ... */ + #define likely(x) (x) + #define unlikely(x) (x) + #endif /* __GNUC__ > 2 ... */ +#else /* __GNUC__ */ + #define likely(x) (x) + #define unlikely(x) (x) +#endif /* __GNUC__ */ + +static PyObject *__pyx_m; +static PyObject *__pyx_d; +static PyObject *__pyx_b; +static PyObject *__pyx_empty_tuple; +static PyObject *__pyx_empty_bytes; +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * __pyx_cfilenm= __FILE__; +static const char *__pyx_filename; + + +static const char *__pyx_f[] = { + "_sa.pyx", + "float_list.pxi", + "int_list.pxi", + "data_array.pxi", + "alignment.pxi", + "bilex.pxi", + "veb.pxi", + "rule.pxi", + "rulefactory.pxi", + "lcp.pxi", + "sym.pxi", + "precomputation.pxi", + "suffix_array.pxi", + "features.pxi", + "str_map.pxi", +}; + +/*--- Type declarations ---*/ +struct __pyx_obj_3_sa_HieroCachingRuleFactory; +struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence; +struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats; +struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr; +struct __pyx_obj_3_sa_IntList; +struct __pyx_obj_3_sa_VEBIterator; +struct __pyx_obj_3_sa_BiLex; +struct __pyx_obj_3_sa_VEB; +struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words; +struct __pyx_obj_3_sa_LCP; +struct __pyx_obj_3_sa_DataArray; +struct __pyx_obj_3_sa_BitSetIterator; +struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr; +struct __pyx_obj_3_sa_Precomputation; +struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments; +struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr; +struct __pyx_obj_3_sa_SuffixArray; +struct __pyx_obj_3_sa___pyx_scope_struct_16___str__; +struct __pyx_obj_3_sa_Alphabet; +struct __pyx_obj_3_sa_Rule; +struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance; +struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr; +struct __pyx_obj_3_sa_PhraseLocation; +struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__; +struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule; +struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule; +struct __pyx_obj_3_sa___pyx_scope_struct_28___str__; +struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext; +struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words; +struct __pyx_obj_3_sa_FeatureVector; +struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice; +struct __pyx_obj_3_sa___pyx_scope_struct_19_input; +struct __pyx_obj_3_sa_Scorer; +struct __pyx_obj_3_sa_Alignment; +struct __pyx_obj_3_sa_BitSet; +struct __pyx_obj_3_sa_Sampler; +struct __pyx_obj_3_sa_StringMap; +struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases; +struct __pyx_obj_3_sa_TrieNode; +struct __pyx_obj_3_sa_ExtendedTrieNode; +struct __pyx_obj_3_sa_TrieMap; +struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice; +struct __pyx_obj_3_sa_Phrase; +struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__; +struct __pyx_obj_3_sa___pyx_scope_struct____iter__; +struct __pyx_obj_3_sa_TrieTable; +struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr; +struct __pyx_obj_3_sa_FloatList; +struct __pyx_t_3_sa__node; +struct __pyx_t_3_sa__BitSet; +struct __pyx_t_3_sa__VEB; +struct __pyx_t_3_sa__Trie_Edge; +struct __pyx_t_3_sa__Trie_Node; +struct __pyx_t_3_sa_match_node; +struct __pyx_t_3_sa_Matching; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":9 + * from libc.string cimport memset, strcpy + * + * cdef struct _node: # <<<<<<<<<<<<<< + * _node* smaller + * _node* bigger + */ +struct __pyx_t_3_sa__node { + struct __pyx_t_3_sa__node *smaller; + struct __pyx_t_3_sa__node *bigger; + int key; + int val; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":30 + * _init_lower_mask() + * + * cdef struct _BitSet: # <<<<<<<<<<<<<< + * long bitset + * int min_val + */ +struct __pyx_t_3_sa__BitSet { + long bitset; + int min_val; + int max_val; + int size; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":168 + * return result + * + * cdef struct _VEB: # <<<<<<<<<<<<<< + * int top_universe_size + * int num_bottom_bits + */ +struct __pyx_t_3_sa__VEB { + int top_universe_size; + int num_bottom_bits; + int max_val; + int min_val; + int size; + void *top; + void **bottom; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":10 + * cdef struct _Trie_Node # forward decl + * + * cdef struct _Trie_Edge: # <<<<<<<<<<<<<< + * int val + * _Trie_Node* node + */ +struct __pyx_t_3_sa__Trie_Edge { + int val; + struct __pyx_t_3_sa__Trie_Node *node; + struct __pyx_t_3_sa__Trie_Edge *bigger; + struct __pyx_t_3_sa__Trie_Edge *smaller; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":8 + * from libc.string cimport memset, memcpy + * + * cdef struct _Trie_Node # forward decl # <<<<<<<<<<<<<< + * + * cdef struct _Trie_Edge: + */ +struct __pyx_t_3_sa__Trie_Node { + struct __pyx_t_3_sa__Trie_Edge *root; + int *arr; + int arr_len; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":76 + * + * # linked list structure for storing matches in BaselineRuleFactory + * cdef struct match_node: # <<<<<<<<<<<<<< + * int* match + * match_node* next + */ +struct __pyx_t_3_sa_match_node { + int *match; + struct __pyx_t_3_sa_match_node *next; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":172 + * + * # struct used to encapsulate a single matching + * cdef struct Matching: # <<<<<<<<<<<<<< + * int* arr + * int start + */ +struct __pyx_t_3_sa_Matching { + int *arr; + int start; + int end; + int sent_id; + int size; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":228 + * + * + * cdef class HieroCachingRuleFactory: # <<<<<<<<<<<<<< + * '''This RuleFactory implements a caching + * method using TrieTable, which makes phrase + */ +struct __pyx_obj_3_sa_HieroCachingRuleFactory { + PyObject_HEAD + struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *__pyx_vtab; + struct __pyx_obj_3_sa_TrieTable *rules; + struct __pyx_obj_3_sa_Sampler *sampler; + struct __pyx_obj_3_sa_Scorer *scorer; + int max_chunks; + int max_target_chunks; + int max_length; + int max_target_length; + int max_nonterminals; + int max_initial_size; + int train_max_initial_size; + int min_gap_size; + int train_min_gap_size; + int category; + PyObject *precomputed_index; + PyObject *precomputed_collocations; + PyObject *precompute_file; + PyObject *max_rank; + int precompute_rank; + int precompute_secondary_rank; + int use_baeza_yates; + int use_index; + int use_collocations; + float by_slack_factor; + PyObject *prev_norm_prefix; + float extract_time; + float intersect_time; + struct __pyx_obj_3_sa_SuffixArray *fsa; + struct __pyx_obj_3_sa_DataArray *fda; + struct __pyx_obj_3_sa_DataArray *eda; + struct __pyx_obj_3_sa_Alignment *alignment; + struct __pyx_obj_3_sa_IntList *eid2symid; + struct __pyx_obj_3_sa_IntList *fid2symid; + int tight_phrases; + int require_aligned_terminal; + int require_aligned_chunks; + struct __pyx_obj_3_sa_IntList *findexes; + struct __pyx_obj_3_sa_IntList *findexes1; + int online; + PyObject *samples_f; + PyObject *phrases_f; + PyObject *phrases_e; + PyObject *phrases_fe; + PyObject *phrases_al; + PyObject *bilex_f; + PyObject *bilex_e; + PyObject *bilex_fe; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":118 + * for arc in node for node in lattice) + * + * def decode_sentence(lattice): # <<<<<<<<<<<<<< + * return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice) + * + */ +struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence { + PyObject_HEAD + PyObject *__pyx_v_lattice; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":187 + * fields = [sym_tostring(self.lhs), str(self.f), str(self.e), str(self.scores)] + * if self.word_alignments is not None: + * fields.append(' '.join('%d-%d' % a for a in self.alignments())) # <<<<<<<<<<<<<< + * return ' ||| '.join(fields) + * + */ +struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr { + PyObject_HEAD + struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *__pyx_outer_scope; + PyObject *__pyx_v_a; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1187 + * # Online rule extraction and scoring + * if self.online: + * f_syms = tuple(word[0][0] for word in fwords) # <<<<<<<<<<<<<< + * for f, lex_i, lex_j in self.get_f_phrases(f_syms): + * spanlen = (lex_j - lex_i) + 1 + */ +struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr { + PyObject_HEAD + struct __pyx_obj_3_sa___pyx_scope_struct_19_input *__pyx_outer_scope; + PyObject *__pyx_v_word; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":36 + * logger.info("LCP array completed") + * + * def compute_stats(self, int max_n): # <<<<<<<<<<<<<< + * """Note: the output of this function is not exact. In + * particular, the frequency associated with each word is + */ +struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats { + PyObject_HEAD + int __pyx_v_N; + int __pyx_v_freq; + int __pyx_v_h; + int __pyx_v_i; + int __pyx_v_ii; + int __pyx_v_iii; + int __pyx_v_j; + int __pyx_v_k; + int __pyx_v_max_n; + int __pyx_v_n; + PyObject *__pyx_v_ngram; + struct __pyx_obj_3_sa_IntList *__pyx_v_ngram_start; + PyObject *__pyx_v_ngram_starts; + int __pyx_v_rs; + struct __pyx_obj_3_sa_IntList *__pyx_v_run_start; + struct __pyx_obj_3_sa_LCP *__pyx_v_self; + int __pyx_v_valid; + struct __pyx_obj_3_sa_VEB *__pyx_v_veb; + int __pyx_t_0; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":122 + * + * def encode_words(words): + * return tuple(sym_fromstring(word, True) for word in words) # <<<<<<<<<<<<<< + * + * def decode_words(syms): + */ +struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr { + PyObject_HEAD + struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *__pyx_outer_scope; + PyObject *__pyx_v_word; 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+ if (likely(tp->tp_getattro)) + return tp->tp_getattro(obj, attr_name); +#if PY_MAJOR_VERSION < 3 + if (likely(tp->tp_getattr)) + return tp->tp_getattr(obj, PyString_AS_STRING(attr_name)); +#endif + return PyObject_GetAttr(obj, attr_name); +} +#else +#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) +#endif + +static PyObject *__Pyx_GetBuiltinName(PyObject *name); /*proto*/ + +static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name); /*proto*/ + +static int __Pyx_PyBytes_SingleTailmatch(PyObject* self, PyObject* arg, Py_ssize_t start, + Py_ssize_t end, int direction) +{ + const char* self_ptr = PyBytes_AS_STRING(self); + Py_ssize_t self_len = PyBytes_GET_SIZE(self); + const char* sub_ptr; + Py_ssize_t sub_len; + int retval; +#if PY_VERSION_HEX >= 0x02060000 + Py_buffer view; + view.obj = NULL; +#endif + if ( PyBytes_Check(arg) ) { + sub_ptr = PyBytes_AS_STRING(arg); + sub_len = PyBytes_GET_SIZE(arg); + } +#if PY_MAJOR_VERSION < 3 + else if ( PyUnicode_Check(arg) ) { + return PyUnicode_Tailmatch(self, arg, start, end, direction); + } +#endif + else { +#if PY_VERSION_HEX < 0x02060000 + if (unlikely(PyObject_AsCharBuffer(arg, &sub_ptr, &sub_len))) + return -1; +#else + if (unlikely(PyObject_GetBuffer(self, &view, PyBUF_SIMPLE) == -1)) + return -1; + sub_ptr = (const char*) view.buf; + sub_len = view.len; +#endif + } + if (end > self_len) + end = self_len; + else if (end < 0) + end += self_len; + if (end < 0) + end = 0; + if (start < 0) + start += self_len; + if (start < 0) + start = 0; + if (direction > 0) { + if (end-sub_len > start) + start = end - sub_len; + } + if (start + sub_len <= end) + retval = !memcmp(self_ptr+start, sub_ptr, sub_len); + else + retval = 0; +#if PY_VERSION_HEX >= 0x02060000 + if (view.obj) + PyBuffer_Release(&view); +#endif + return retval; +} +static int __Pyx_PyBytes_Tailmatch(PyObject* self, PyObject* substr, Py_ssize_t start, + Py_ssize_t end, int direction) +{ + if (unlikely(PyTuple_Check(substr))) { + Py_ssize_t i, count = PyTuple_GET_SIZE(substr); + for (i = 0; i < count; i++) { + int result; +#if CYTHON_COMPILING_IN_CPYTHON + result = __Pyx_PyBytes_SingleTailmatch(self, PyTuple_GET_ITEM(substr, i), + start, end, direction); +#else + PyObject* sub = PySequence_GetItem(substr, i); + if (unlikely(!sub)) return -1; + result = __Pyx_PyBytes_SingleTailmatch(self, sub, start, end, direction); + Py_DECREF(sub); +#endif + if (result) { + return result; + } + } + return 0; + } + return __Pyx_PyBytes_SingleTailmatch(self, substr, start, end, direction); +} + +static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/ + +static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ + PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \ + const char* function_name); /*proto*/ + +static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, + Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/ + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ + +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename); /*proto*/ + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) +#endif + +#define __Pyx_GetItemInt(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_Fast(o, i, is_list, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +#define __Pyx_GetItemInt_List(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_List_Fast(o, i, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_Tuple_Fast(o, i, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck); + +static CYTHON_INLINE int __Pyx_PySequence_Contains(PyObject* item, PyObject* seq, int eq) { + int result = PySequence_Contains(seq, item); + return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); +} + +static PyObject* __Pyx_PyObject_CallMethodTuple(PyObject* obj, PyObject* method_name, PyObject* args) { + PyObject *method, *result = NULL; + if (unlikely(!args)) return NULL; + method = __Pyx_PyObject_GetAttrStr(obj, method_name); + if (unlikely(!method)) goto bad; + result = PyObject_Call(method, args, NULL); + Py_DECREF(method); +bad: + Py_DECREF(args); + return result; +} +#define __Pyx_PyObject_CallMethod3(obj, name, arg1, arg2, arg3) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(3, arg1, arg2, arg3)) +#define __Pyx_PyObject_CallMethod2(obj, name, arg1, arg2) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(2, arg1, arg2)) +#define __Pyx_PyObject_CallMethod1(obj, name, arg1) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(1, arg1)) +#define __Pyx_PyObject_CallMethod0(obj, name) \ + __Pyx_PyObject_CallMethodTuple(obj, name, (Py_INCREF(__pyx_empty_tuple), __pyx_empty_tuple)) + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x); /*proto*/ + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); + +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice( + PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, + PyObject** py_start, PyObject** py_stop, PyObject** py_slice, + int has_cstart, int has_cstop, int wraparound); + +static CYTHON_INLINE int __Pyx_div_int(int, int); /* proto */ + +#ifndef __PYX_FORCE_INIT_THREADS + #define __PYX_FORCE_INIT_THREADS 0 +#endif + +#define UNARY_NEG_WOULD_OVERFLOW(x) (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) + +static CYTHON_INLINE int __Pyx_mod_int(int, int); /* proto */ + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE int __Pyx_IterFinish(void); /*proto*/ + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ + +#define __Pyx_SetItemInt(o, i, v, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_SetItemInt_Fast(o, i, v, is_list, wraparound, boundscheck) : \ + __Pyx_SetItemInt_Generic(o, to_py_func(i), v)) +static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v); +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, + int is_list, int wraparound, int boundscheck); + +static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ +#if CYTHON_COMPILING_IN_PYPY +#define __Pyx_PyObject_AsDouble(obj) \ +(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \ + likely(PyInt_CheckExact(obj)) ? \ + PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj)) +#else +#define __Pyx_PyObject_AsDouble(obj) \ +((likely(PyFloat_CheckExact(obj))) ? \ + PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj)) +#endif + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); + +static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */ + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact); /*proto*/ + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len)) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) +#endif + +static CYTHON_INLINE int __Pyx_PyDict_Contains(PyObject* item, PyObject* dict, int eq) { + int result = PyDict_Contains(dict, item); + return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); + +static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index); /*proto*/ + +static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** value1, PyObject** value2, + int is_tuple, int has_known_size, int decref_tuple); + +static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name, + Py_ssize_t* p_orig_length, int* p_is_dict); +static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos, + PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict); + +#if PY_VERSION_HEX < 0x02050000 +#ifndef PyAnySet_CheckExact +#define PyAnySet_CheckExact(ob) \ + ((ob)->ob_type == &PySet_Type || \ + (ob)->ob_type == &PyFrozenSet_Type) +#define PySet_New(iterable) \ + PyObject_CallFunctionObjArgs((PyObject *)&PySet_Type, (iterable), NULL) +#define Pyx_PyFrozenSet_New(iterable) \ + PyObject_CallFunctionObjArgs((PyObject *)&PyFrozenSet_Type, (iterable), NULL) +#define PySet_Size(anyset) \ + PyObject_Size((anyset)) +#define PySet_Contains(anyset, key) \ + PySequence_Contains((anyset), (key)) +#define PySet_Pop(set) \ + PyObject_CallMethod(set, (char *)"pop", NULL) +static CYTHON_INLINE int PySet_Clear(PyObject *set) { + PyObject *ret = PyObject_CallMethod(set, (char *)"clear", NULL); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +static CYTHON_INLINE int PySet_Discard(PyObject *set, PyObject *key) { + PyObject *ret = PyObject_CallMethod(set, (char *)"discard", (char *)"O", key); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +static CYTHON_INLINE int PySet_Add(PyObject *set, PyObject *key) { + PyObject *ret = PyObject_CallMethod(set, (char *)"add", (char *)"O", key); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +#endif /* PyAnySet_CheckExact (<= Py2.4) */ +#endif /* < Py2.5 */ + +static CYTHON_INLINE long __Pyx_mod_long(long, long); /* proto */ + +#if PY_MAJOR_VERSION >= 3 +static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) { + PyObject *value; + value = PyDict_GetItemWithError(d, key); + if (unlikely(!value)) { + if (!PyErr_Occurred()) { + PyObject* args = PyTuple_Pack(1, key); + if (likely(args)) + PyErr_SetObject(PyExc_KeyError, args); + Py_XDECREF(args); + } + return NULL; + } + Py_INCREF(value); + return value; +} +#else + #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) +#endif + +#define __Pyx_CyFunction_USED 1 +#include +#define __Pyx_CYFUNCTION_STATICMETHOD 0x01 +#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 +#define __Pyx_CYFUNCTION_CCLASS 0x04 +#define __Pyx_CyFunction_GetClosure(f) \ + (((__pyx_CyFunctionObject *) (f))->func_closure) +#define __Pyx_CyFunction_GetClassObj(f) \ + (((__pyx_CyFunctionObject *) (f))->func_classobj) +#define __Pyx_CyFunction_Defaults(type, f) \ + ((type *)(((__pyx_CyFunctionObject *) (f))->defaults)) +#define __Pyx_CyFunction_SetDefaultsGetter(f, g) \ + ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g) +typedef struct { + PyCFunctionObject func; + int flags; + PyObject *func_dict; + PyObject *func_weakreflist; + PyObject *func_name; + PyObject *func_qualname; + PyObject *func_doc; + PyObject *func_code; + PyObject *func_closure; + PyObject *func_classobj; /* No-args super() class cell */ + void *defaults; + int defaults_pyobjects; + PyObject *defaults_tuple; /* Const defaults tuple */ + PyObject *defaults_kwdict; /* Const kwonly defaults dict */ + PyObject *(*defaults_getter)(PyObject *); + PyObject *func_annotations; /* function annotations dict */ +} __pyx_CyFunctionObject; +static PyTypeObject *__pyx_CyFunctionType = 0; +#define __Pyx_CyFunction_NewEx(ml, flags, qualname, self, module, code) \ + __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, qualname, self, module, code) +static PyObject *__Pyx_CyFunction_New(PyTypeObject *, PyMethodDef *ml, + int flags, PyObject* qualname, + PyObject *self, PyObject *module, + PyObject* code); +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m, + size_t size, + int pyobjects); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, + PyObject *tuple); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m, + PyObject *dict); +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m, + PyObject *dict); +static int __Pyx_CyFunction_init(void); + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L); /*proto*/ + +#include + +static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ + +static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); /*proto*/ + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); /*proto*/ + +static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *); + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *); + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *); + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *); + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *); + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *); + +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *); + +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *); + +static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *); + +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *); + +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); + +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +#define __Pyx_Generator_USED +#include +#include +typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); +typedef struct { + PyObject_HEAD + __pyx_generator_body_t body; + PyObject *closure; + PyObject *exc_type; + PyObject *exc_value; + PyObject *exc_traceback; + PyObject *gi_weakreflist; + PyObject *classobj; + PyObject *yieldfrom; + int resume_label; + char is_running; // using T_BOOL for property below requires char value +} __pyx_GeneratorObject; +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure); +static int __pyx_Generator_init(void); +static int __Pyx_Generator_clear(PyObject* self); +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue); +#else +#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue) +#endif + +static int __Pyx_check_binary_version(void); + +static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig); /*proto*/ + +typedef struct { + int code_line; + PyCodeObject* code_object; +} __Pyx_CodeObjectCacheEntry; +struct __Pyx_CodeObjectCache { + int count; + int max_count; + __Pyx_CodeObjectCacheEntry* entries; +}; +static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); +static PyCodeObject *__pyx_find_code_object(int code_line); +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); + +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename); /*proto*/ + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ + + +/* Module declarations from 'libc.string' */ + +/* Module declarations from 'libc.stdio' */ + +/* Module declarations from 'libc.stdlib' */ + +/* Module declarations from 'libc.math' */ + +/* Module declarations from '_sa' */ +static PyTypeObject *__pyx_ptype_3_sa_HieroCachingRuleFactory = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_9_decode_sentence = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_17_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_20_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_3_compute_stats = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_12_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_29_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa_IntList = 0; +static PyTypeObject *__pyx_ptype_3_sa_VEBIterator = 0; +static PyTypeObject *__pyx_ptype_3_sa_BiLex = 0; +static PyTypeObject *__pyx_ptype_3_sa_VEB = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_11_encode_words = 0; +static PyTypeObject *__pyx_ptype_3_sa_LCP = 0; +static PyTypeObject *__pyx_ptype_3_sa_DataArray = 0; +static PyTypeObject *__pyx_ptype_3_sa_BitSetIterator = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_23_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa_Precomputation = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_18_alignments = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_14_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa_SuffixArray = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_16___str__ = 0; +static PyTypeObject *__pyx_ptype_3_sa_Alphabet = 0; +static PyTypeObject *__pyx_ptype_3_sa_Rule = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_6_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_21_add_instance = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_2_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa_PhraseLocation = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_15___iter__ = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_22_form_rule = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_25_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_24_fmt_rule = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_28___str__ = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_1_read_bitext = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_13_decode_words = 0; +static PyTypeObject *__pyx_ptype_3_sa_FeatureVector = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_7_decode_lattice = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_19_input = 0; +static PyTypeObject *__pyx_ptype_3_sa_Scorer = 0; +static PyTypeObject *__pyx_ptype_3_sa_Alignment = 0; +static PyTypeObject *__pyx_ptype_3_sa_BitSet = 0; +static PyTypeObject *__pyx_ptype_3_sa_Sampler = 0; +static PyTypeObject *__pyx_ptype_3_sa_StringMap = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_26_get_f_phrases = 0; +static PyTypeObject *__pyx_ptype_3_sa_TrieNode = 0; +static PyTypeObject *__pyx_ptype_3_sa_ExtendedTrieNode = 0; +static PyTypeObject *__pyx_ptype_3_sa_TrieMap = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_8_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_4_make_lattice = 0; +static PyTypeObject *__pyx_ptype_3_sa_Phrase = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_27___iter__ = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct____iter__ = 0; +static PyTypeObject *__pyx_ptype_3_sa_TrieTable = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_5_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_10_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa_FloatList = 0; +static int __pyx_v_3_sa_ALIGNMENT_CODE; +static int __pyx_v_3_sa_MIN_BOTTOM_SIZE; +static int __pyx_v_3_sa_MIN_BOTTOM_BITS; +static int __pyx_v_3_sa_LOWER_MASK[32]; +static int __pyx_v_3_sa_INDEX_SHIFT; +static int __pyx_v_3_sa_INDEX_MASK; +static struct __pyx_obj_3_sa_Alphabet *__pyx_v_3_sa_ALPHABET = 0; +static int __pyx_v_3_sa_PRECOMPUTE; +static int __pyx_v_3_sa_MERGE; +static int __pyx_v_3_sa_BAEZA_YATES; +static int __pyx_v_3_sa_EPSILON; +static struct __pyx_obj_3_sa_StringMap *__pyx_v_3_sa_FD = 0; +static char *__pyx_f_3_sa_sym_tostring(int); /*proto*/ +static int __pyx_f_3_sa_sym_isvar(int); /*proto*/ +static int __pyx_f_3_sa_sym_getindex(int); /*proto*/ +static struct __pyx_t_3_sa__node *__pyx_f_3_sa_new_node(int); /*proto*/ +static PyObject *__pyx_f_3_sa_del_node(struct __pyx_t_3_sa__node *); /*proto*/ +static int *__pyx_f_3_sa_get_val(struct __pyx_t_3_sa__node *, int); /*proto*/ +static void __pyx_f_3_sa__init_lower_mask(void); /*proto*/ +static struct __pyx_t_3_sa__BitSet *__pyx_f_3_sa_new_BitSet(void); /*proto*/ +static int __pyx_f_3_sa_bitset_findsucc(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ +static int __pyx_f_3_sa_bitset_insert(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ +static int __pyx_f_3_sa_bitset_contains(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_dec2bin(long); /*proto*/ +static struct __pyx_t_3_sa__VEB *__pyx_f_3_sa_new_VEB(int); /*proto*/ +static int __pyx_f_3_sa_VEB_insert(struct __pyx_t_3_sa__VEB *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_del_VEB(struct __pyx_t_3_sa__VEB *); /*proto*/ +static int __pyx_f_3_sa_VEB_findsucc(struct __pyx_t_3_sa__VEB *, int); /*proto*/ +static int __pyx_f_3_sa_VEB_contains(struct __pyx_t_3_sa__VEB *, int); /*proto*/ +static int __pyx_f_3_sa_sym_setindex(int, int); /*proto*/ +static int __pyx_f_3_sa_sym_fromstring(char *, int); /*proto*/ +static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_new_trie_node(void); /*proto*/ +static struct __pyx_t_3_sa__Trie_Edge *__pyx_f_3_sa_new_trie_edge(int); /*proto*/ +static PyObject *__pyx_f_3_sa_free_trie_node(struct __pyx_t_3_sa__Trie_Node *); /*proto*/ +static PyObject *__pyx_f_3_sa_free_trie_edge(struct __pyx_t_3_sa__Trie_Edge *); /*proto*/ +static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_find(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_trie_node_data_append(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ +static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_insert(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_trie_node_to_map(struct __pyx_t_3_sa__Trie_Node *, PyObject *, PyObject *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_trie_edge_to_map(struct __pyx_t_3_sa__Trie_Edge *, PyObject *, PyObject *, int); /*proto*/ +static void __pyx_f_3_sa_assign_matching(struct __pyx_t_3_sa_Matching *, int *, int, int, int *); /*proto*/ +static int *__pyx_f_3_sa_append_combined_matching(int *, struct __pyx_t_3_sa_Matching *, struct __pyx_t_3_sa_Matching *, int, int, int *); /*proto*/ +static int *__pyx_f_3_sa_extend_arr(int *, int *, int *, int); /*proto*/ +static int __pyx_f_3_sa_median(int, int, int); /*proto*/ +static void __pyx_f_3_sa_find_comparable_matchings(int, int, int *, int, int, int *, int *); /*proto*/ +#define __Pyx_MODULE_NAME "_sa" +int __pyx_module_is_main__sa = 0; + +/* Implementation of '_sa' */ +static PyObject *__pyx_builtin_open; +static PyObject *__pyx_builtin_IndexError; +static PyObject *__pyx_builtin_range; +static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_TypeError; +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_map; +static PyObject *__pyx_builtin_Exception; +static PyObject *__pyx_builtin_zip; +static PyObject *__pyx_builtin_StopIteration; +static PyObject *__pyx_builtin_cmp; +static PyObject *__pyx_builtin_sorted; +static PyObject *__pyx_builtin_max; +static PyObject *__pyx_pf_3_sa_monitor_cpu(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_2gzip_or_text(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_3_sa_9FloatList___cinit__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ +static void __pyx_pf_3_sa_9FloatList_2__dealloc__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_4__getitem__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_3_sa_9FloatList_6__setitem__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_9FloatList_8__len__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_10append(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, float __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_12write(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_14read(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_3_sa_7IntList___cinit__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_2__str__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_4index(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_6partition(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_8_doquicksort(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_10sort(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_12reset(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_7IntList_14__dealloc__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_16__iter__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_19__getitem__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ +static int __pyx_pf_3_sa_7IntList_21__setitem__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_7IntList_23__len__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_25get_size(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_27append(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_29extend(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_31write(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_33read(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_3_sa_9StringMap___cinit__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_9StringMap_2__dealloc__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray___cinit__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side, int __pyx_v_use_sent_id); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_9DataArray_2__len__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_4get_sentence_id(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_6get_sentence(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_8get_id(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_word); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_10__getitem__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_12get_sentence_bounds(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_14write_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_16read_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_11read_bitext_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_18read_bitext(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename, int __pyx_v_side); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_20read_text_data(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_data); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_22read_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_24write_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_26write_enhanced_handle(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_28write_enhanced(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_7word2id___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7word2id_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7word2id_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_7id2word___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7id2word_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7id2word_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_4data___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray_4data_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9DataArray_4data_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_7sent_id___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7sent_id_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7sent_id_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_10sent_index___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray_10sent_index_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9DataArray_10sent_index_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_unlink(CYTHON_UNUSED struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_link); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_2get_sent_links(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id); /* proto */ +static int __pyx_pf_3_sa_9Alignment_4__cinit__(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_6read_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_8read_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_10write_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_12write_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_16alignment(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_3_sa_5BiLex___cinit__(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_from_text, PyObject *__pyx_v_from_data, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_earray, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_alignment); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_2write_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_4read_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_6get_e_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_eword); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_8get_f_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_10read_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_14get_score(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword, PyObject *__pyx_v_eword, PyObject *__pyx_v_col); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_16write_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_14BitSetIterator___next__(struct __pyx_obj_3_sa_BitSetIterator *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_6BitSet___cinit__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_6BitSet_2__dealloc__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_4__iter__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_6insert(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_8findsucc(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_10__str__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_12min(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_14max(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_6BitSet_16__len__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_6BitSet_18__contains__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_11VEBIterator___next__(struct __pyx_obj_3_sa_VEBIterator *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_3VEB___cinit__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, int __pyx_v_size); /* proto */ +static void __pyx_pf_3_sa_3VEB_2__dealloc__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_3VEB_4__iter__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_3VEB_6insert(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_3VEB_8findsucc(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_3VEB_10__len__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_3VEB_12__contains__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_3_sa_3LCP___cinit__(struct __pyx_obj_3_sa_LCP *__pyx_v_self, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sa); /* proto */ +static PyObject *__pyx_pf_3_sa_3LCP_2compute_stats(struct __pyx_obj_3_sa_LCP *__pyx_v_self, int __pyx_v_max_n); /* proto */ +static int __pyx_pf_3_sa_8Alphabet___cinit__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_8Alphabet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_8Alphabet_9terminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_8Alphabet_12nonterminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4isvar(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sym); /* proto */ +static PyObject *__pyx_pf_3_sa_12make_lattice_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_12make_lattice_3genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6make_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words); /* proto */ +static PyObject *__pyx_pf_3_sa_14decode_lattice_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_8decode_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice); /* proto */ +static PyObject *__pyx_pf_3_sa_15decode_sentence_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_10decode_sentence(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice); /* proto */ +static PyObject *__pyx_pf_3_sa_12encode_words_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_12encode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words); /* proto */ +static PyObject *__pyx_pf_3_sa_12decode_words_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_14decode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_syms); /* proto */ +static int __pyx_pf_3_sa_6Phrase___cinit__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_words); /* proto */ +static void __pyx_pf_3_sa_6Phrase_2__dealloc__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_4__str__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_6handle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_8strhandle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_10arity(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_12getvarpos(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_14getvar(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_16clen(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_k); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_18getchunk(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_ci); /* proto */ +#if PY_MAJOR_VERSION < 3 +static int __pyx_pf_3_sa_6Phrase_20__cmp__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +#endif +static Py_hash_t __pyx_pf_3_sa_6Phrase_22__hash__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_6Phrase_24__len__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_26__getitem__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_28__iter__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_31subst(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_children); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_5words___get__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_4Rule___cinit__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, int __pyx_v_lhs, struct __pyx_obj_3_sa_Phrase *__pyx_v_f, struct __pyx_obj_3_sa_Phrase *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_word_alignments); /* proto */ +static Py_hash_t __pyx_pf_3_sa_4Rule_2__hash__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +#if PY_MAJOR_VERSION < 3 +static int __pyx_pf_3_sa_4Rule_4__cmp__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Rule *__pyx_v_other); /* proto */ +#endif +static PyObject *__pyx_pf_3_sa_4Rule_6fmerge(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Phrase *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_8arity(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_7__str___genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_10__str__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_12alignments(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_1f___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_1e___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_7TrieMap___cinit__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, int __pyx_v_alphabet_size); /* proto */ +static void __pyx_pf_3_sa_7TrieMap_2__dealloc__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7TrieMap_4insert(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_7TrieMap_6contains(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_7TrieMap_8toMap(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_flag); /* proto */ +static int __pyx_pf_3_sa_14Precomputation___cinit__(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_from_stats, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_precompute_rank, PyObject *__pyx_v_precompute_secondary_rank, PyObject *__pyx_v_max_length, PyObject *__pyx_v_max_nonterminals, PyObject *__pyx_v_train_max_initial_size, PyObject *__pyx_v_train_min_gap_size); /* proto */ +static PyObject *__pyx_pf_3_sa_14Precomputation_2read_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_14Precomputation_4write_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_14Precomputation_6precompute(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_stats, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sarray); /* proto */ +static int __pyx_pf_3_sa_11SuffixArray___cinit__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_2__getitem__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_4read_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_filename, PyObject *__pyx_v_side); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_6q3sort(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, int __pyx_v_h, struct __pyx_obj_3_sa_IntList *__pyx_v_isa, PyObject *__pyx_v_pad); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_8write_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_10read_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_12write_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_14write_enhanced(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_16lookup(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_word, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high); /* proto */ +static int __pyx_pf_3_sa_8TrieNode___cinit__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_8TrieNode_8children___get__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_8TrieNode_8children_2__set__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_8TrieNode_8children_4__del__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode___cinit__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_phrase, PyObject *__pyx_v_phrase_location, PyObject *__pyx_v_suffix_link); /* proto */ +static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_6phrase___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable___cinit__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_extended); /* proto */ +static PyObject *__pyx_pf_3_sa_9TrieTable_8extended___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_8extended_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_3_sa_9TrieTable_5count___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_5count_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_3_sa_9TrieTable_4root___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_4root_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_4root_4__del__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_14PhraseLocation___cinit__(struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_self, int __pyx_v_sa_low, int __pyx_v_sa_high, int __pyx_v_arr_low, int __pyx_v_arr_high, PyObject *__pyx_v_arr, int __pyx_v_num_subpatterns); /* proto */ +static int __pyx_pf_3_sa_7Sampler___cinit__(struct __pyx_obj_3_sa_Sampler *__pyx_v_self, int __pyx_v_sample_size, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray); /* proto */ +static PyObject *__pyx_pf_3_sa_7Sampler_2sample(struct __pyx_obj_3_sa_Sampler *__pyx_v_self, struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_phrase_location); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda1(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda2(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda3(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static int __pyx_pf_3_sa_23HieroCachingRuleFactory___cinit__(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_Alignment *__pyx_v_alignment, float __pyx_v_by_slack_factor, char *__pyx_v_category, PyObject *__pyx_v_max_chunks, unsigned int __pyx_v_max_initial_size, unsigned int __pyx_v_max_length, unsigned int __pyx_v_max_nonterminals, PyObject *__pyx_v_max_target_chunks, PyObject *__pyx_v_max_target_length, unsigned int __pyx_v_min_gap_size, PyObject *__pyx_v_precompute_file, unsigned int __pyx_v_precompute_secondary_rank, unsigned int __pyx_v_precompute_rank, int __pyx_v_require_aligned_terminal, int __pyx_v_require_aligned_chunks, unsigned int __pyx_v_train_max_initial_size, unsigned int __pyx_v_train_min_gap_size, int __pyx_v_tight_phrases, int __pyx_v_use_baeza_yates, int __pyx_v_use_collocations, int __pyx_v_use_index); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_2configure(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray, struct __pyx_obj_3_sa_DataArray *__pyx_v_edarray, struct __pyx_obj_3_sa_Sampler *__pyx_v_sampler, struct __pyx_obj_3_sa_Scorer *__pyx_v_scorer); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_4pattern2phrase(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_6pattern2phrase_plus(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_10get_precomputed_collocation(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_phrase); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_12advance(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_frontier, PyObject *__pyx_v_res, PyObject *__pyx_v_fwords); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_14get_all_nodes_isteps_away(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_skip, PyObject *__pyx_v_i, PyObject *__pyx_v_spanlen, PyObject *__pyx_v_pathlen, PyObject *__pyx_v_fwords, PyObject *__pyx_v_next_states, PyObject *__pyx_v_reachable_buffer); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_16reachable(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_dist); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_18shortest(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_ito); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_20get_next_states(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v__columns, PyObject *__pyx_v_curr_idx, PyObject *__pyx_v_min_dist); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda5(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda4(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda6(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_5input_2genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_22input(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_meta); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_12add_instance_extract(PyObject *__pyx_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_f_j, PyObject *__pyx_v_e_i, PyObject *__pyx_v_e_j, PyObject *__pyx_v_min_bound, PyObject *__pyx_v_wc, PyObject *__pyx_v_links, PyObject *__pyx_v_nt, PyObject *__pyx_v_nt_open); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_25add_instance(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_words, PyObject *__pyx_v_e_words, PyObject *__pyx_v_alignment); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda7(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda8(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_9form_rule_2genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_27form_rule(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_e_i, PyObject *__pyx_v_f_span, PyObject *__pyx_v_e_span, PyObject *__pyx_v_nt, PyObject *__pyx_v_al); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8fmt_rule_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_29fmt_rule(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_a); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_31dump_online_stats(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_33dump_online_rules(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_35online_ctx_lookup(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f, PyObject *__pyx_v_e); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_13get_f_phrases_extract(PyObject *__pyx_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_f_j, PyObject *__pyx_v_lex_i, PyObject *__pyx_v_lex_j, PyObject *__pyx_v_wc, PyObject *__pyx_v_ntc, PyObject *__pyx_v_syms); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_37get_f_phrases(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_words); /* proto */ +static PyObject *__pyx_pf_3_sa_16span_check(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ +static PyObject *__pyx_pf_3_sa_18span_inc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ +static PyObject *__pyx_pf_3_sa_20span_dec(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ +static int __pyx_pf_3_sa_13FeatureVector___cinit__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_13FeatureVector_2set(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self, unsigned int __pyx_v_name, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_3_sa_13FeatureVector_4__iter__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_13FeatureVector_7__str___genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_13FeatureVector_7__str__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_6Scorer___init__(struct __pyx_obj_3_sa_Scorer *__pyx_v_self, PyObject *__pyx_v_models); /* proto */ +static PyObject *__pyx_tp_new_3_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_9_decode_sentence(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_17_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_20_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_3_compute_stats(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_12_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_29_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_VEBIterator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_BiLex(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_VEB(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_11_encode_words(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_DataArray(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_BitSetIterator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_23_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Precomputation(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_18_alignments(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_14_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_SuffixArray(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_16___str__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Alphabet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_6_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_21_add_instance(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_2_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_PhraseLocation(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_15___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_22_form_rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_25_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_24_fmt_rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_28___str__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_1_read_bitext(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_13_decode_words(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_FeatureVector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_7_decode_lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_19_input(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Scorer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Alignment(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_BitSet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_StringMap(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_26_get_f_phrases(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_TrieNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_8_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_4_make_lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Phrase(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_27___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_TrieTable(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_5_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_10_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_FloatList(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static char __pyx_k_1[] = ".gz"; +static char __pyx_k_2[] = "Requested index %d of %d-length FloatList"; +static char __pyx_k_3[] = "IntList["; +static char __pyx_k_4[] = ","; +static char __pyx_k_5[] = "]"; +static char __pyx_k_6[] = "len="; +static char __pyx_k_7[] = "%s not in IntList"; +static char __pyx_k_8[] = "Requested index %d of %d-length IntList"; +static char __pyx_k_9[] = "Requested index %d:%d of %d-length IntList"; +static char __pyx_k_10[] = "Illegal key type %s for IntList"; +static char __pyx_k_14[] = "%s "; +static char __pyx_k_15[] = "\n"; +static char __pyx_k_19[] = " ||| "; +static char __pyx_k_23[] = "%d "; +static char __pyx_k_27[] = "%s %d "; +static char __pyx_k_29[] = "write_enhanced_handle"; +static char __pyx_k_33[] = "-"; +static char __pyx_k_37[] = "%d-%d "; +static char __pyx_k_44[] = "%d-%d out of bounds (I=%d,J=%d) in line %d\n"; +static char __pyx_k_47[] = ""; +static char __pyx_k_48[] = "Sort error in CLex"; +static char __pyx_k_50[] = " "; +static char __pyx_k_52[] = "%d %f %f "; +static char __pyx_k_54[] = "%d %s "; +static char __pyx_k_58[] = "%s %s %.6f %.6f\n"; +static char __pyx_k_60[] = " ("; +static char __pyx_k_61[] = ")"; +static char __pyx_k_62[] = "Constructing LCP array"; +static char __pyx_k_64[] = "LCP array completed"; +static char __pyx_k_66[] = "[%s,%d]"; +static char __pyx_k_67[] = "[%s]"; +static char __pyx_k_68[] = "\\"; +static char __pyx_k_69[] = " "; +static char __pyx_k_70[] = "Invalid LHS symbol: %d"; +static char __pyx_k_71[] = "%d-%d"; +static char __pyx_k_72[] = "precompute_secondary_rank"; +static char __pyx_k_73[] = "train_max_initial_size"; +static char __pyx_k_74[] = "Precomputing frequent intersections"; +static char __pyx_k_76[] = " Computing inverted indexes..."; +static char __pyx_k_78[] = " Computing collocations..."; +static char __pyx_k_80[] = " %d sentences"; +static char __pyx_k_85[] = "X "; +static char __pyx_k_86[] = "ERROR: unexpected pattern %s in set of precomputed collocations"; +static char __pyx_k_87[] = "RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d"; +static char __pyx_k_88[] = "Precomputed collocations for %d patterns out of %d possible (upper bound %d)"; +static char __pyx_k_89[] = "Precomputed inverted index for %d patterns "; +static char __pyx_k_90[] = "Precomputation took %f seconds"; +static char __pyx_k_91[] = " Bucket sort took %f seconds"; +static char __pyx_k_92[] = " Refining, sort depth = %d"; +static char __pyx_k_93[] = " Refinement took %f seconds"; +static char __pyx_k_94[] = " Finalizing sort..."; +static char __pyx_k_96[] = "Suffix array construction took %f seconds"; +static char __pyx_k_97[] = "Unexpected condition found in q3sort: sort from %d to %d"; +static char __pyx_k__0[] = "0"; +static char __pyx_k__1[] = "1"; +static char __pyx_k__E[] = "E"; +static char __pyx_k__F[] = "F"; +static char __pyx_k__a[] = "a"; +static char __pyx_k__e[] = "e"; +static char __pyx_k__f[] = "f"; +static char __pyx_k__h[] = "h"; +static char __pyx_k__i[] = "i"; +static char __pyx_k__j[] = "j"; +static char __pyx_k__k[] = "k"; +static char __pyx_k__r[] = "r"; +static char __pyx_k__w[] = "w"; +static char __pyx_k__x[] = "x"; +static char __pyx_k__y[] = "y"; +static char __pyx_k_102[] = "Sampling strategy: uniform, max sample size = %d"; +static char __pyx_k_103[] = "Sampling strategy: no sampling"; +static char __pyx_k_105[] = "require_aligned_terminal"; +static char __pyx_k_106[] = "require_aligned_chunks"; +static char __pyx_k_107[] = "[X]"; +static char __pyx_k_108[] = "Must specify an alignment object"; +static char __pyx_k_110[] = "HieroCachingRuleFactory.__cinit__.."; +static char __pyx_k_111[] = "Reading precomputed data from file %s... "; +static char __pyx_k_112[] = "Precomputation done with max nonterminals %d, decoder uses %d"; +static char __pyx_k_113[] = "Precomputation done with max terminals %d, decoder uses %d"; +static char __pyx_k_114[] = "Precomputation done with max initial size %d, decoder uses %d"; +static char __pyx_k_115[] = "Precomputation done with min gap size %d, decoder uses %d"; +static char __pyx_k_116[] = "Converting %d hash keys on precomputed inverted index... "; +static char __pyx_k_117[] = "Converting %d hash keys on precomputed collocations... "; +static char __pyx_k_118[] = "Processing precomputations took %f seconds"; +static char __pyx_k_119[] = "{"; + static char __pyx_k_120[] = "("; +static char __pyx_k_121[] = "}"; +static char __pyx_k_122[] = "get_precomputed_collocation"; +static char __pyx_k_123[] = "double binary"; +static char __pyx_k_124[] = "HieroCachingRuleFactory.input..lambda4.."; +static char __pyx_k_125[] = "Keyword trie error"; +static char __pyx_k_127[] = "HieroCachingRuleFactory.input.."; +static char __pyx_k_128[] = "get_all_nodes_isteps_away"; +static char __pyx_k_129[] = "Total time for rule lookup, extraction, and scoring = %f seconds"; +static char __pyx_k_130[] = " Extract time = %f seconds"; +static char __pyx_k_131[] = " Intersect time = %f seconds"; +static char __pyx_k_132[] = "No aligned terminals"; +static char __pyx_k_133[] = "Unaligned chunk"; +static char __pyx_k_134[] = "Gaps are not tight phrases"; +static char __pyx_k_135[] = "Inside edges of preceding subphrase are not tight"; +static char __pyx_k_136[] = "Inside edges of following subphrase are not tight"; +static char __pyx_k_137[] = "Subphrase [%d, %d] failed integrity check"; +static char __pyx_k_138[] = "Didn't extract anything from [%d, %d] -> [%d, %d]"; +static char __pyx_k_139[] = "Unable to extract basic phrase"; +static char __pyx_k_143[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi"; +static char __pyx_k_144[] = "HieroCachingRuleFactory.add_instance..extract"; +static char __pyx_k_146[] = "HieroCachingRuleFactory.form_rule.."; +static char __pyx_k_149[] = "{0}-{1}"; +static char __pyx_k_150[] = "[X] ||| {0} ||| {1} ||| {2}"; +static char __pyx_k_151[] = "------------------------------"; +static char __pyx_k_153[] = " Online Stats "; +static char __pyx_k_157[] = " : "; +static char __pyx_k_163[] = "OnlineFeatureContext"; +static char __pyx_k_166[] = "HieroCachingRuleFactory.get_f_phrases..extract"; +static char __pyx_k_167[] = "%s=%s"; +static char __pyx_k_169[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/_sa.pyx"; +static char __pyx_k_172[] = "cdec.sa"; +static char __pyx_k_176[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi"; +static char __pyx_k_187[] = "*EPS*"; +static char __pyx_k__FE[] = "FE"; +static char __pyx_k__al[] = "al"; +static char __pyx_k__fe[] = "fe"; +static char __pyx_k__gc[] = "gc"; +static char __pyx_k__nt[] = "nt"; +static char __pyx_k__sa[] = "sa"; +static char __pyx_k__wc[] = "wc"; +static char __pyx_k___sa[] = "_sa"; +static char __pyx_k__arr[] = "arr"; +static char __pyx_k__cmp[] = "cmp"; +static char __pyx_k__col[] = "col"; +static char __pyx_k__e_i[] = "e_i"; +static char __pyx_k__e_j[] = "e_j"; +static char __pyx_k__end[] = "end"; +static char __pyx_k__f_i[] = "f_i"; +static char __pyx_k__f_j[] = "f_j"; +static char __pyx_k__get[] = "get"; +static char __pyx_k__isa[] = "isa"; +static char __pyx_k__ito[] = "ito"; +static char __pyx_k__key[] = "key"; +static char __pyx_k__lhs[] = "lhs"; +static char __pyx_k__low[] = "low"; +static char __pyx_k__map[] = "map"; +static char __pyx_k__max[] = "max"; +static char __pyx_k__ntc[] = "ntc"; +static char __pyx_k__pad[] = "pad"; +static char __pyx_k__pop[] = "pop"; +static char __pyx_k__res[] = "res"; +static char __pyx_k__set[] = "set"; +static char __pyx_k__sym[] = "sym"; +static char __pyx_k__vec[] = "vec"; +static char __pyx_k__zip[] = "zip"; +static char __pyx_k__NULL[] = "NULL"; +static char __pyx_k__args[] = "args"; +static char __pyx_k__dist[] = "dist"; +static char __pyx_k__gzip[] = "gzip"; +static char __pyx_k__high[] = "high"; +static char __pyx_k__info[] = "info"; +static char __pyx_k__join[] = "join"; +static char __pyx_k__link[] = "link"; +static char __pyx_k__meta[] = "meta"; +static char __pyx_k__name[] = "name"; +static char __pyx_k__open[] = "open"; +static char __pyx_k__seek[] = "seek"; +static char __pyx_k__send[] = "send"; +static char __pyx_k__side[] = "side"; +static char __pyx_k__size[] = "size"; +static char __pyx_k__skip[] = "skip"; +static char __pyx_k__stop[] = "stop"; +static char __pyx_k__syms[] = "syms"; +static char __pyx_k__warn[] = "warn"; +static char __pyx_k__word[] = "word"; +static char __pyx_k___SEP_[] = "_SEP_"; +static char __pyx_k__arity[] = "arity"; +static char __pyx_k__chain[] = "chain"; +static char __pyx_k__close[] = "close"; +static char __pyx_k__debug[] = "debug"; +static char __pyx_k__eword[] = "eword"; +static char __pyx_k__fword[] = "fword"; +static char __pyx_k__ifrom[] = "ifrom"; +static char __pyx_k__index[] = "index"; +static char __pyx_k__isvar[] = "isvar"; +static char __pyx_k__lex_i[] = "lex_i"; +static char __pyx_k__lex_j[] = "lex_j"; +static char __pyx_k__links[] = "links"; +static char __pyx_k__merge[] = "merge"; +static char __pyx_k__range[] = "range"; +static char __pyx_k__reset[] = "reset"; +static char __pyx_k__split[] = "split"; +static char __pyx_k__start[] = "start"; +static char __pyx_k__stats[] = "stats"; +static char __pyx_k__throw[] = "throw"; +static char __pyx_k__toMap[] = "toMap"; +static char __pyx_k__value[] = "value"; +static char __pyx_k__words[] = "words"; +static char __pyx_k__write[] = "write"; +static char __pyx_k__append[] = "append"; +static char __pyx_k__e_span[] = "e_span"; +static char __pyx_k__e_text[] = "e_text"; +static char __pyx_k__earray[] = "earray"; +static char __pyx_k__extend[] = "extend"; +static char __pyx_k__f_span[] = "f_span"; +static char __pyx_k__f_text[] = "f_text"; +static char __pyx_k__fcount[] = "fcount"; +static char __pyx_k__format[] = "format"; +static char __pyx_k__fwords[] = "fwords"; +static char __pyx_k__get_id[] = "get_id"; +static char __pyx_k__insert[] = "insert"; +static char __pyx_k__link_i[] = "link_i"; +static char __pyx_k__link_j[] = "link_j"; +static char __pyx_k__logger[] = "logger"; +static char __pyx_k__lookup[] = "lookup"; +static char __pyx_k__offset[] = "offset"; +static char __pyx_k__online[] = "online"; +static char __pyx_k__phrase[] = "phrase"; +static char __pyx_k__q3sort[] = "q3sort"; +static char __pyx_k__sa_low[] = "sa_low"; +static char __pyx_k__sample[] = "sample"; +static char __pyx_k__sarray[] = "sarray"; +static char __pyx_k__scorer[] = "scorer"; +static char __pyx_k__scores[] = "scores"; +static char __pyx_k__sorted[] = "sorted"; +static char __pyx_k__source[] = "source"; +static char __pyx_k__unlink[] = "unlink"; +static char __pyx_k__Counter[] = "Counter"; +static char __pyx_k__advance[] = "advance"; +static char __pyx_k__arr_low[] = "arr_low"; +static char __pyx_k__bilex_e[] = "bilex_e"; +static char __pyx_k__bilex_f[] = "bilex_f"; +static char __pyx_k__collect[] = "collect"; +static char __pyx_k__e_words[] = "e_words"; +static char __pyx_k__edarray[] = "edarray"; +static char __pyx_k__ephrase[] = "ephrase"; +static char __pyx_k__extract[] = "extract"; +static char __pyx_k__f_words[] = "f_words"; +static char __pyx_k__fphrase[] = "fphrase"; +static char __pyx_k__fsarray[] = "fsarray"; +static char __pyx_k__genexpr[] = "genexpr"; +static char __pyx_k__lattice[] = "lattice"; +static char __pyx_k__logging[] = "logging"; +static char __pyx_k__matches[] = "matches"; +static char __pyx_k__new_e_i[] = "new_e_i"; +static char __pyx_k__new_e_j[] = "new_e_j"; +static char __pyx_k__nt_open[] = "nt_open"; +static char __pyx_k__pathlen[] = "pathlen"; +static char __pyx_k__sa_high[] = "sa_high"; +static char __pyx_k__sampler[] = "sampler"; +static char __pyx_k__spanlen[] = "spanlen"; +static char __pyx_k__GzipFile[] = "GzipFile"; +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___columns[] = "_columns"; +static char __pyx_k__arr_high[] = "arr_high"; +static char __pyx_k__bilex_fe[] = "bilex_fe"; +static char __pyx_k__category[] = "category"; +static char __pyx_k__children[] = "children"; +static char __pyx_k__curr_idx[] = "curr_idx"; +static char __pyx_k__extended[] = "extended"; +static char __pyx_k__filename[] = "filename"; +static char __pyx_k__fmt_rule[] = "fmt_rule"; +static char __pyx_k__frontier[] = "frontier"; +static char __pyx_k__get_e_id[] = "get_e_id"; +static char __pyx_k__get_f_id[] = "get_f_id"; +static char __pyx_k__get_word[] = "get_word"; +static char __pyx_k__getchunk[] = "getchunk"; +static char __pyx_k__min_dist[] = "min_dist"; +static char __pyx_k__resource[] = "resource"; +static char __pyx_k__ru_stime[] = "ru_stime"; +static char __pyx_k__ru_utime[] = "ru_utime"; +static char __pyx_k__shortest[] = "shortest"; +static char __pyx_k__span_dec[] = "span_dec"; +static char __pyx_k__span_inc[] = "span_inc"; +static char __pyx_k__word_ids[] = "word_ids"; +static char __pyx_k__Exception[] = "Exception"; +static char __pyx_k__INCREMENT[] = "INCREMENT"; +static char __pyx_k__TypeError[] = "TypeError"; +static char __pyx_k____enter__[] = "__enter__"; +static char __pyx_k__alignment[] = "alignment"; +static char __pyx_k__enumerate[] = "enumerate"; +static char __pyx_k__form_rule[] = "form_rule"; +static char __pyx_k__from_data[] = "from_data"; +static char __pyx_k__from_text[] = "from_text"; +static char __pyx_k__getLogger[] = "getLogger"; +static char __pyx_k__getrusage[] = "getrusage"; +static char __pyx_k__increment[] = "increment"; +static char __pyx_k__iteritems[] = "iteritems"; +static char __pyx_k__itertools[] = "itertools"; +static char __pyx_k__min_bound[] = "min_bound"; +static char __pyx_k__new_lex_i[] = "new_lex_i"; +static char __pyx_k__new_lex_j[] = "new_lex_j"; +static char __pyx_k__paircount[] = "paircount"; +static char __pyx_k__partition[] = "partition"; +static char __pyx_k__reachable[] = "reachable"; +static char __pyx_k__read_text[] = "read_text"; +static char __pyx_k__use_index[] = "use_index"; +static char __pyx_k__IndexError[] = "IndexError"; +static char __pyx_k__ValueError[] = "ValueError"; +static char __pyx_k____import__[] = "__import__"; +static char __pyx_k__alignments[] = "alignments"; +static char __pyx_k__from_stats[] = "from_stats"; +static char __pyx_k__input_span[] = "input_span"; +static char __pyx_k__itervalues[] = "itervalues"; +static char __pyx_k__max_chunks[] = "max_chunks"; +static char __pyx_k__max_length[] = "max_length"; +static char __pyx_k__namedtuple[] = "namedtuple"; +static char __pyx_k__plus_links[] = "plus_links"; +static char __pyx_k__precompute[] = "precompute"; +static char __pyx_k__span_check[] = "span_check"; +static char __pyx_k__write_text[] = "write_text"; +static char __pyx_k__END_OF_FILE[] = "END_OF_FILE"; +static char __pyx_k__END_OF_LINE[] = "END_OF_LINE"; +static char __pyx_k__RUSAGE_SELF[] = "RUSAGE_SELF"; +static char __pyx_k__collections[] = "collections"; +static char __pyx_k__defaultdict[] = "defaultdict"; +static char __pyx_k__from_binary[] = "from_binary"; +static char __pyx_k__initial_len[] = "initial_len"; +static char __pyx_k__input_match[] = "input_match"; +static char __pyx_k__monitor_cpu[] = "monitor_cpu"; +static char __pyx_k__next_states[] = "next_states"; +static char __pyx_k__old_last_nt[] = "old_last_nt"; +static char __pyx_k__precomputed[] = "precomputed"; +static char __pyx_k__read_binary[] = "read_binary"; +static char __pyx_k__read_bitext[] = "read_bitext"; +static char __pyx_k__sample_size[] = "sample_size"; +static char __pyx_k__suffix_link[] = "suffix_link"; +static char __pyx_k__use_sent_id[] = "use_sent_id"; +static char __pyx_k___doquicksort[] = "_doquicksort"; +static char __pyx_k__decode_words[] = "decode_words"; +static char __pyx_k__encode_words[] = "encode_words"; +static char __pyx_k__gzip_or_text[] = "gzip_or_text"; +static char __pyx_k__make_lattice[] = "make_lattice"; +static char __pyx_k__min_gap_size[] = "min_gap_size"; +static char __pyx_k__nt_collision[] = "nt_collision"; +static char __pyx_k__StopIteration[] = "StopIteration"; +static char __pyx_k__alphabet_size[] = "alphabet_size"; +static char __pyx_k__from_iterable[] = "from_iterable"; +static char __pyx_k__fsample_count[] = "fsample_count"; +static char __pyx_k__get_f_phrases[] = "get_f_phrases"; +static char __pyx_k__new_min_bound[] = "new_min_bound"; +static char __pyx_k__test_sentence[] = "test_sentence"; +static char __pyx_k__tight_phrases[] = "tight_phrases"; +static char __pyx_k__FeatureContext[] = "FeatureContext"; +static char __pyx_k____pyx_vtable__[] = "__pyx_vtable__"; +static char __pyx_k__decode_lattice[] = "decode_lattice"; +static char __pyx_k__pattern2phrase[] = "pattern2phrase"; +static char __pyx_k__read_text_data[] = "read_text_data"; +static char __pyx_k__by_slack_factor[] = "by_slack_factor"; +static char __pyx_k__decode_sentence[] = "decode_sentence"; +static char __pyx_k__get_next_states[] = "get_next_states"; +static char __pyx_k__num_subpatterns[] = "num_subpatterns"; +static char __pyx_k__phrase_location[] = "phrase_location"; +static char __pyx_k__precompute_file[] = "precompute_file"; +static char __pyx_k__precompute_rank[] = "precompute_rank"; +static char __pyx_k__use_baeza_yates[] = "use_baeza_yates"; +static char __pyx_k__word_alignments[] = "word_alignments"; +static char __pyx_k__INITIAL_CAPACITY[] = "INITIAL_CAPACITY"; +static char __pyx_k__max_initial_size[] = "max_initial_size"; +static char __pyx_k__max_nonterminals[] = "max_nonterminals"; +static char __pyx_k__reachable_buffer[] = "reachable_buffer"; +static char __pyx_k__use_collocations[] = "use_collocations"; +static char __pyx_k__dump_online_rules[] = "dump_online_rules"; +static char __pyx_k__max_target_chunks[] = "max_target_chunks"; +static char __pyx_k__max_target_length[] = "max_target_length"; +static char __pyx_k__online_ctx_lookup[] = "online_ctx_lookup"; +static char __pyx_k__train_min_gap_size[] = "train_min_gap_size"; +static char __pyx_k__pattern2phrase_plus[] = "pattern2phrase_plus"; +static PyObject *__pyx_kp_s_1; +static PyObject *__pyx_kp_s_10; +static PyObject *__pyx_kp_s_102; +static PyObject *__pyx_kp_s_103; +static PyObject *__pyx_n_s_105; +static PyObject *__pyx_n_s_106; +static PyObject *__pyx_kp_s_108; +static PyObject *__pyx_n_s_110; +static PyObject *__pyx_kp_s_111; +static PyObject *__pyx_kp_s_112; +static PyObject *__pyx_kp_s_113; +static PyObject *__pyx_kp_s_114; +static PyObject *__pyx_kp_s_115; +static PyObject *__pyx_kp_s_116; +static PyObject *__pyx_kp_s_117; +static PyObject *__pyx_kp_s_118; +static PyObject *__pyx_kp_s_119; +static PyObject *__pyx_kp_s_120; 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if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_12); + __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0; + __Pyx_Raise(__pyx_t_12, 0, 0, 0); + __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; + {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":124 + * if i >= I or j >= J: + * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) + * f_i = fsent[i] # <<<<<<<<<<<<<< + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 + */ + __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":125 + * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) + * f_i = fsent[i] + * e_j = esent[j] # <<<<<<<<<<<<<< + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 + */ + __pyx_v_e_j = (__pyx_v_esent[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":126 + * f_i = fsent[i] + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 # <<<<<<<<<<<<<< + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: + */ + (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":127 + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 # <<<<<<<<<<<<<< + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) + */ + (__pyx_v_emargin[__pyx_v_e_j]) = ((__pyx_v_emargin[__pyx_v_e_j]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":128 + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: # <<<<<<<<<<<<<< + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 + */ + __pyx_t_10 = (((__pyx_v_dict[__pyx_v_f_i]) == NULL) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":129 + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) # <<<<<<<<<<<<<< + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 + */ + (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_3_sa_new_node(__pyx_v_e_j); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":130 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * else: + */ + (__pyx_v_dict[__pyx_v_f_i])->val = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":131 + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * else: + * count = get_val(dict[f_i], e_j) + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L16; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":133 + * num_pairs = num_pairs + 1 + * else: + * count = get_val(dict[f_i], e_j) # <<<<<<<<<<<<<< + * if count[0] == 0: + * num_pairs = num_pairs + 1 + */ + __pyx_v_count = __pyx_f_3_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_e_j); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":134 + * else: + * count = get_val(dict[f_i], e_j) + * if count[0] == 0: # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + */ + __pyx_t_10 = (((__pyx_v_count[0]) == 0) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":135 + * count = get_val(dict[f_i], e_j) + * if count[0] == 0: + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * count[0] = count[0] + 1 + * # add count + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":136 + * if count[0] == 0: + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 # <<<<<<<<<<<<<< + * # add count + * faligned[i] = 1 + */ + (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":138 + * count[0] = count[0] + 1 + * # add count + * faligned[i] = 1 # <<<<<<<<<<<<<< + * ealigned[j] = 1 + * for i from 0 <= i < I: + */ + (__pyx_v_faligned[__pyx_v_i]) = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":139 + * # add count + * faligned[i] = 1 + * ealigned[j] = 1 # <<<<<<<<<<<<<< + * for i from 0 <= i < I: + * if faligned[i] == 0: + */ + (__pyx_v_ealigned[__pyx_v_j]) = 1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":140 + * faligned[i] = 1 + * ealigned[j] = 1 + * for i from 0 <= i < I: # <<<<<<<<<<<<<< + * if faligned[i] == 0: + * f_i = fsent[i] + */ + __pyx_t_7 = __pyx_v_I; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":141 + * ealigned[j] = 1 + * for i from 0 <= i < I: + * if faligned[i] == 0: # <<<<<<<<<<<<<< + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 + */ + __pyx_t_10 = (((__pyx_v_faligned[__pyx_v_i]) == 0) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":142 + * for i from 0 <= i < I: + * if faligned[i] == 0: + * f_i = fsent[i] # <<<<<<<<<<<<<< + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 + */ + __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":143 + * if faligned[i] == 0: + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 # <<<<<<<<<<<<<< + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: + */ + (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":144 + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 # <<<<<<<<<<<<<< + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) + */ + (__pyx_v_emargin[__pyx_v_null_word]) = ((__pyx_v_emargin[__pyx_v_null_word]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":145 + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: # <<<<<<<<<<<<<< + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 + */ + __pyx_t_10 = (((__pyx_v_dict[__pyx_v_f_i]) == NULL) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":146 + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) # <<<<<<<<<<<<<< + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 + */ + (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_3_sa_new_node(__pyx_v_null_word); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":147 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * else: + */ + (__pyx_v_dict[__pyx_v_f_i])->val = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":148 + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * else: + * count = get_val(dict[f_i], null_word) + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L21; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":150 + * num_pairs = num_pairs + 1 + * else: + * count = get_val(dict[f_i], null_word) # <<<<<<<<<<<<<< + * if count[0] == 0: + * num_pairs = num_pairs + 1 + */ + __pyx_v_count = __pyx_f_3_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_null_word); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":151 + * else: + * count = get_val(dict[f_i], null_word) + * if count[0] == 0: # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + */ + __pyx_t_10 = (((__pyx_v_count[0]) == 0) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":152 + * count = get_val(dict[f_i], null_word) + * if count[0] == 0: + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * count[0] = count[0] + 1 + * for j from 0 <= j < J: + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":153 + * if count[0] == 0: + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 # <<<<<<<<<<<<<< + * for j from 0 <= j < J: + * if ealigned[j] == 0: + */ + (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); + } + __pyx_L21:; + goto __pyx_L20; + } + __pyx_L20:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":154 + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + * for j from 0 <= j < J: # <<<<<<<<<<<<<< + * if ealigned[j] == 0: + * e_j = esent[j] + */ + __pyx_t_7 = __pyx_v_J; + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_7; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":155 + * count[0] = count[0] + 1 + * for j from 0 <= j < J: + * if ealigned[j] == 0: # <<<<<<<<<<<<<< + * e_j = esent[j] + * fmargin[null_word] = fmargin[null_word] + 1 + */ + __pyx_t_10 = (((__pyx_v_ealigned[__pyx_v_j]) == 0) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":156 + * for j from 0 <= j < J: + * if ealigned[j] == 0: + * e_j = esent[j] # <<<<<<<<<<<<<< + * fmargin[null_word] = fmargin[null_word] + 1 + * emargin[e_j] = emargin[e_j] + 1 + */ + __pyx_v_e_j = (__pyx_v_esent[__pyx_v_j]); 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+ + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":226 + * else: + * subb = <_BitSet*> veb.top + * bitset_insert(subb, a) # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + */ + __pyx_f_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_a); + } + __pyx_L6:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":227 + * subb = <_BitSet*> veb.top + * bitset_insert(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + * else: + */ + __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":228 + * bitset_insert(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) # <<<<<<<<<<<<<< + * else: + * veb.bottom[a] = new_BitSet() + */ + (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_3_sa_new_VEB((1 << __pyx_v_veb->num_bottom_bits)); + goto __pyx_L7; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":230 + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + * else: + * veb.bottom[a] = new_BitSet() # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + */ + (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_3_sa_new_BitSet(); + } + __pyx_L7:; + goto __pyx_L5; + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":231 + * else: + * veb.bottom[a] = new_BitSet() + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: + */ + __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":232 + * veb.bottom[a] = new_BitSet() + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< + * if VEB_insert(subv, b) == 0: + * return 0 + */ + __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":233 + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: # <<<<<<<<<<<<<< + * return 0 + * else: + */ + __pyx_t_3 = ((__pyx_f_3_sa_VEB_insert(__pyx_v_subv, __pyx_v_b) == 0) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":234 + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: + * return 0 # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.bottom[a] + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L9; + } + __pyx_L9:; + goto __pyx_L8; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":236 + * return 0 + * else: + * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< + * if bitset_insert(subb, b) == 0: + * return 0 + */ + __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":237 + * else: + * subb = <_BitSet*> veb.bottom[a] + * if bitset_insert(subb, b) == 0: # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_t_3 = ((__pyx_f_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_b) == 0) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":238 + * subb = <_BitSet*> veb.bottom[a] + * if bitset_insert(subb, b) == 0: + * return 0 # <<<<<<<<<<<<<< + * + * if i > veb.max_val: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L10; + } + __pyx_L10:; + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":240 + * return 0 + * + * if i > veb.max_val: # <<<<<<<<<<<<<< + * veb.max_val = i + * veb.size = veb.size + 1 + */ + __pyx_t_3 = ((__pyx_v_i > __pyx_v_veb->max_val) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":241 + * + * if i > veb.max_val: + * veb.max_val = i # <<<<<<<<<<<<<< + * veb.size = veb.size + 1 + * return 1 + */ + __pyx_v_veb->max_val = __pyx_v_i; + goto __pyx_L11; + } + __pyx_L11:; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":242 + * if i > veb.max_val: + * veb.max_val = i + * veb.size = veb.size + 1 # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_v_veb->size = (__pyx_v_veb->size + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":243 + * veb.max_val = i + * veb.size = veb.size + 1 + * return 1 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = 1; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":246 + * + * + * cdef del_VEB(_VEB* veb): # <<<<<<<<<<<<<< + * cdef int i + * + */ + +static PyObject *__pyx_f_3_sa_del_VEB(struct __pyx_t_3_sa__VEB *__pyx_v_veb) { + int __pyx_v_i; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("del_VEB", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":249 + * cdef int i + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * i = (<_VEB*> veb.top).min_val + * else: + */ + __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":250 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * i = (<_VEB*> veb.top).min_val # <<<<<<<<<<<<<< + * else: + * i = (<_BitSet*> veb.top).min_val + */ + __pyx_t_2 = ((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top)->min_val; + __pyx_v_i = __pyx_t_2; + goto __pyx_L3; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":252 + * i = (<_VEB*> veb.top).min_val + * else: + * i = (<_BitSet*> veb.top).min_val # <<<<<<<<<<<<<< + * + * while i != -1: + */ + __pyx_t_2 = ((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top)->min_val; + __pyx_v_i = __pyx_t_2; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":254 + * i = (<_BitSet*> veb.top).min_val + * + * while i != -1: # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * del_VEB(<_VEB*> veb.bottom[i]) + */ + while (1) { + __pyx_t_1 = ((__pyx_v_i != -1) != 0); + if (!__pyx_t_1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":255 + * + * while i != -1: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * del_VEB(<_VEB*> veb.bottom[i]) + * else: + */ + __pyx_t_1 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0); 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+ if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":261 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * i = VEB_findsucc(<_VEB*> veb.top, i) # <<<<<<<<<<<<<< + * else: + * i = bitset_findsucc(<_BitSet*> veb.top, i) + */ + __pyx_v_i = __pyx_f_3_sa_VEB_findsucc(((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top), __pyx_v_i); + goto __pyx_L7; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":263 + * i = VEB_findsucc(<_VEB*> veb.top, i) + * else: + * i = bitset_findsucc(<_BitSet*> veb.top, i) # <<<<<<<<<<<<<< + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + __pyx_v_i = __pyx_f_3_sa_bitset_findsucc(((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top), __pyx_v_i); + } + __pyx_L7:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":265 + * i = bitset_findsucc(<_BitSet*> veb.top, i) + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * del_VEB(<_VEB*> veb.top) + * else: + */ + __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":266 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * del_VEB(<_VEB*> veb.top) # <<<<<<<<<<<<<< + * else: + * free(<_BitSet*> veb.top) + */ + __pyx_t_3 = __pyx_f_3_sa_del_VEB(((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 266; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + goto __pyx_L8; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":268 + * del_VEB(<_VEB*> veb.top) + * else: + * free(<_BitSet*> veb.top) # <<<<<<<<<<<<<< + * free(veb.bottom) + * free(veb) + */ + free(((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top)); + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":269 + * else: + * free(<_BitSet*> veb.top) + * free(veb.bottom) # <<<<<<<<<<<<<< + * free(veb) + * + */ + free(__pyx_v_veb->bottom); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":270 + * free(<_BitSet*> veb.top) + * free(veb.bottom) + * free(veb) # <<<<<<<<<<<<<< + * + * + */ + free(__pyx_v_veb); + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("_sa.del_VEB", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":273 + * + * + * cdef int VEB_findsucc(_VEB* veb, int i): # <<<<<<<<<<<<<< + * cdef _VEB* subv + * cdef _BitSet* subb + */ + +static int __pyx_f_3_sa_VEB_findsucc(struct __pyx_t_3_sa__VEB *__pyx_v_veb, int __pyx_v_i) { + struct __pyx_t_3_sa__VEB *__pyx_v_subv; + struct __pyx_t_3_sa__BitSet *__pyx_v_subb; + int __pyx_v_a; + int __pyx_v_b; + int __pyx_v_j; + int __pyx_v_c; + int __pyx_v_found; + int __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + __Pyx_RefNannySetupContext("VEB_findsucc", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":278 + * cdef int a, b, j, c, found + * + * if veb.max_val == -1 or i>=veb.max_val: # <<<<<<<<<<<<<< + * return -1 + * if i < veb.min_val: + */ + __pyx_t_1 = ((__pyx_v_veb->max_val == -1) != 0); + if (!__pyx_t_1) { + __pyx_t_2 = ((__pyx_v_i >= __pyx_v_veb->max_val) != 0); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":279 + * + * if veb.max_val == -1 or i>=veb.max_val: + * return -1 # <<<<<<<<<<<<<< + * if i < veb.min_val: + * return veb.min_val + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":280 + * if veb.max_val == -1 or i>=veb.max_val: + * return -1 + * if i < veb.min_val: # <<<<<<<<<<<<<< + * return veb.min_val + * + */ + __pyx_t_3 = ((__pyx_v_i < __pyx_v_veb->min_val) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":281 + * return -1 + * if i < veb.min_val: + * return veb.min_val # <<<<<<<<<<<<<< + * + * a = i >> veb.num_bottom_bits + */ + __pyx_r = __pyx_v_veb->min_val; + goto __pyx_L0; + goto __pyx_L4; + } + __pyx_L4:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":283 + * return veb.min_val + * + * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<< + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 + */ + __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":284 + * + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<< + * found = 0 + * if veb.bottom[a] != NULL: + */ + __pyx_v_b = (__pyx_v_i & (__pyx_v_3_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":285 + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 # <<<<<<<<<<<<<< + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + */ + __pyx_v_found = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":286 + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 + * if veb.bottom[a] != NULL: # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + */ + __pyx_t_3 = (((__pyx_v_veb->bottom[__pyx_v_a]) != NULL) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":287 + * found = 0 + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: + */ + __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":288 + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + */ + __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":289 + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: # <<<<<<<<<<<<<< + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + * found = 1 + */ + __pyx_t_3 = ((__pyx_v_subv->max_val > __pyx_v_b) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":290 + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) # <<<<<<<<<<<<<< + * found = 1 + * else: + */ + __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_3_sa_VEB_findsucc(__pyx_v_subv, __pyx_v_b)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":291 + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + * found = 1 # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.bottom[a] + */ + __pyx_v_found = 1; + goto __pyx_L7; + } + __pyx_L7:; + goto __pyx_L6; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":293 + * found = 1 + * else: + * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + */ + __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":294 + * else: + * subb = <_BitSet*> veb.bottom[a] + * if subb.max_val > b: # <<<<<<<<<<<<<< + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 + */ + __pyx_t_3 = ((__pyx_v_subb->max_val > __pyx_v_b) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":295 + * subb = <_BitSet*> veb.bottom[a] + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) # <<<<<<<<<<<<<< + * found = 1 + * if found==0: + */ + __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_3_sa_bitset_findsucc(__pyx_v_subb, __pyx_v_b)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":296 + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 # <<<<<<<<<<<<<< + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + __pyx_v_found = 1; + goto __pyx_L8; + } + __pyx_L8:; + } + __pyx_L6:; + goto __pyx_L5; + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":297 + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 + * if found==0: # <<<<<<<<<<<<<< + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top + */ + __pyx_t_3 = ((__pyx_v_found == 0) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":298 + * found = 1 + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.top + * c = VEB_findsucc(subv, a) + */ + __pyx_t_3 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":299 + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top # <<<<<<<<<<<<<< + * c = VEB_findsucc(subv, a) + * else: + */ + __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top); 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+ + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":332 + * N = len(queue) + * ptr1 = 0 + * sent_count = 0 # <<<<<<<<<<<<<< + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] + */ + __pyx_v_sent_count = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":333 + * ptr1 = 0 + * sent_count = 0 + * while ptr1 < N: # main loop # <<<<<<<<<<<<<< + * i1 = queue.arr[ptr1] + * if i1 > -1: + */ + while (1) { + __pyx_t_12 = ((__pyx_v_ptr1 < __pyx_v_N) != 0); + if (!__pyx_t_12) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":334 + * sent_count = 0 + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] # <<<<<<<<<<<<<< + * if i1 > -1: + * l1 = queue.arr[ptr1+1] + */ + __pyx_v_i1 = (__pyx_v_queue->arr[__pyx_v_ptr1]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":335 + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] + * if i1 > -1: # <<<<<<<<<<<<<< + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 + */ + __pyx_t_12 = ((__pyx_v_i1 > -1) != 0); + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":336 + * i1 = queue.arr[ptr1] + * if i1 > -1: + * l1 = queue.arr[ptr1+1] # <<<<<<<<<<<<<< + * ptr2 = ptr1 + 2 + * while ptr2 < N: + */ + __pyx_v_l1 = (__pyx_v_queue->arr[(__pyx_v_ptr1 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":337 + * if i1 > -1: + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 # <<<<<<<<<<<<<< + * while ptr2 < N: + * i2 = queue.arr[ptr2] + */ + __pyx_v_ptr2 = (__pyx_v_ptr1 + 2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":338 + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 + * while ptr2 < N: # <<<<<<<<<<<<<< + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + */ + while (1) { + __pyx_t_12 = ((__pyx_v_ptr2 < __pyx_v_N) != 0); + if (!__pyx_t_12) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":339 + * ptr2 = ptr1 + 2 + * while ptr2 < N: + * i2 = queue.arr[ptr2] # <<<<<<<<<<<<<< + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break + */ + __pyx_v_i2 = (__pyx_v_queue->arr[__pyx_v_ptr2]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":340 + * while ptr2 < N: + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< + * break + * l2 = queue.arr[ptr2+1] + */ + __pyx_t_12 = ((__pyx_v_i2 == -1) != 0); + if (!__pyx_t_12) { + __pyx_t_18 = (((__pyx_v_i2 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size) != 0); + __pyx_t_19 = __pyx_t_18; + } else { + __pyx_t_19 = __pyx_t_12; + } + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":341 + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break # <<<<<<<<<<<<<< + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and + */ + goto __pyx_L19_break; + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":342 + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break + * l2 = queue.arr[ptr2+1] # <<<<<<<<<<<<<< + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and + */ + __pyx_v_l2 = (__pyx_v_queue->arr[(__pyx_v_ptr2 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":343 + * break + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): + */ + __pyx_t_19 = ((((__pyx_v_i2 - __pyx_v_i1) - __pyx_v_l1) >= __pyx_v_self->train_min_gap_size) != 0); + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":344 + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) + */ + __pyx_t_12 = ((((__pyx_v_i2 + __pyx_v_l2) - __pyx_v_i1) <= __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":345 + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): # <<<<<<<<<<<<<< + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + */ + __pyx_t_18 = ((((__pyx_v_l1 + __pyx_v_l2) + 1) <= __pyx_v_self->max_length) != 0); + __pyx_t_20 = __pyx_t_18; + } else { + __pyx_t_20 = __pyx_t_12; + } + __pyx_t_12 = __pyx_t_20; + } else { + __pyx_t_12 = __pyx_t_19; + } + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":346 + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) # <<<<<<<<<<<<<< + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + */ + __pyx_v_node = ((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_collocations->__pyx_vtab)->_insert(__pyx_v_collocations, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":347 + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) # <<<<<<<<<<<<<< + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) + */ + __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, -1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":348 + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: # <<<<<<<<<<<<<< + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) + */ + __pyx_t_14 = (__pyx_v_i2 + __pyx_v_l2); + for (__pyx_v_i = __pyx_v_i2; __pyx_v_i < __pyx_t_14; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":349 + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<< + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) + */ + __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i])); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":350 + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) # <<<<<<<<<<<<<< + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + */ + __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":351 + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) # <<<<<<<<<<<<<< + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + */ + __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":352 + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: # <<<<<<<<<<<<<< + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + * is_super = 1 + */ + __pyx_t_12 = ((((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i2), __pyx_v_l2) != NULL) != 0); + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":353 + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: # <<<<<<<<<<<<<< + * is_super = 1 + * else: + */ + __pyx_t_12 = ((((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1) != NULL) != 0); + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":354 + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + * is_super = 1 # <<<<<<<<<<<<<< + * else: + * is_super = 0 + */ + __pyx_v_is_super = 1; + goto __pyx_L25; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":356 + * is_super = 1 + * else: + * is_super = 0 # <<<<<<<<<<<<<< + * ptr3 = ptr2 + 2 + * while ptr3 < N: + */ + __pyx_v_is_super = 0; + } + __pyx_L25:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":357 + * else: + * is_super = 0 + * ptr3 = ptr2 + 2 # <<<<<<<<<<<<<< + * while ptr3 < N: + * i3 = queue.arr[ptr3] + */ + __pyx_v_ptr3 = (__pyx_v_ptr2 + 2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":358 + * is_super = 0 + * ptr3 = ptr2 + 2 + * while ptr3 < N: # <<<<<<<<<<<<<< + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + */ + while (1) { + __pyx_t_12 = ((__pyx_v_ptr3 < __pyx_v_N) != 0); + if (!__pyx_t_12) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":359 + * ptr3 = ptr2 + 2 + * while ptr3 < N: + * i3 = queue.arr[ptr3] # <<<<<<<<<<<<<< + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break + */ + __pyx_v_i3 = (__pyx_v_queue->arr[__pyx_v_ptr3]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":360 + * while ptr3 < N: + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< + * break + * l3 = queue.arr[ptr3+1] + */ + __pyx_t_12 = ((__pyx_v_i3 == -1) != 0); + if (!__pyx_t_12) { + __pyx_t_19 = (((__pyx_v_i3 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size) != 0); + __pyx_t_20 = __pyx_t_19; + } else { + __pyx_t_20 = __pyx_t_12; + } + if (__pyx_t_20) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":361 + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break # <<<<<<<<<<<<<< + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and + */ + goto __pyx_L27_break; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":362 + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break + * l3 = queue.arr[ptr3+1] # <<<<<<<<<<<<<< + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and + */ + __pyx_v_l3 = (__pyx_v_queue->arr[(__pyx_v_ptr3 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":363 + * break + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * i3 + l3 - i1 <= self.train_max_initial_size and + * l1+l2+l3+2 <= self.max_length): + */ + __pyx_t_20 = ((((__pyx_v_i3 - __pyx_v_i2) - __pyx_v_l2) >= __pyx_v_self->train_min_gap_size) != 0); + if (__pyx_t_20) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":364 + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * l1+l2+l3+2 <= self.max_length): + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + */ + __pyx_t_12 = ((((__pyx_v_i3 + __pyx_v_l3) - __pyx_v_i1) <= __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":365 + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and + * l1+l2+l3+2 <= self.max_length): # <<<<<<<<<<<<<< + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + * node = collocations._insert(data.arr+i1, l1) + */ + __pyx_t_19 = (((((__pyx_v_l1 + __pyx_v_l2) + __pyx_v_l3) + 2) <= __pyx_v_self->max_length) != 0); + __pyx_t_18 = __pyx_t_19; + } else { + __pyx_t_18 = __pyx_t_12; + } + __pyx_t_12 = __pyx_t_18; + } else { + __pyx_t_12 = __pyx_t_20; + } + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":366 + * i3 + l3 - i1 <= self.train_max_initial_size and + * l1+l2+l3+2 <= self.max_length): + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: # <<<<<<<<<<<<<< + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + */ + if (!(__pyx_v_is_super != 0)) { + __pyx_t_12 = (((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i3), __pyx_v_l3) != NULL); + __pyx_t_20 = __pyx_t_12; + } else { + __pyx_t_20 = (__pyx_v_is_super != 0); + } + if (__pyx_t_20) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":367 + * l1+l2+l3+2 <= self.max_length): + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + * node = collocations._insert(data.arr+i1, l1) # <<<<<<<<<<<<<< + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + */ + __pyx_v_node = ((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_collocations->__pyx_vtab)->_insert(__pyx_v_collocations, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1); 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+ if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":542 + * assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + * return result # <<<<<<<<<<<<<< + * + * # Case 3: query set and data set do not meet size mismatch constraints; + */ + __pyx_r = __pyx_v_result; + goto __pyx_L0; + goto __pyx_L6; + } + __pyx_L6:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":546 + * # Case 3: query set and data set do not meet size mismatch constraints; + * # We use mergesort instead in this case + * qsetsize = (high1-low1) / step1 # <<<<<<<<<<<<<< + * dsetsize = (high2-low2) / step2 + * if d_first: + */ + __pyx_t_4 = (__pyx_v_high1 - __pyx_v_low1); + if (unlikely(__pyx_v_step1 == 0)) { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + PyErr_Format(PyExc_ZeroDivisionError, "integer division or modulo by zero"); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 546; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_step1 == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_t_4))) { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + PyErr_Format(PyExc_OverflowError, "value too large to perform division"); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 546; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_v_qsetsize = __Pyx_div_int(__pyx_t_4, __pyx_v_step1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":547 + * # We use mergesort instead in this case + * qsetsize = (high1-low1) / step1 + * dsetsize = (high2-low2) / step2 # <<<<<<<<<<<<<< + * if d_first: + * tmp = qsetsize + */ + __pyx_t_4 = (__pyx_v_high2 - __pyx_v_low2); + if (unlikely(__pyx_v_step2 == 0)) { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + PyErr_Format(PyExc_ZeroDivisionError, "integer division or modulo by zero"); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 547; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_step2 == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_t_4))) { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + PyErr_Format(PyExc_OverflowError, "value too large to perform division"); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 547; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_v_dsetsize = __Pyx_div_int(__pyx_t_4, __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":548 + * qsetsize = (high1-low1) / step1 + * dsetsize = (high2-low2) / step2 + * if d_first: # <<<<<<<<<<<<<< + * tmp = qsetsize + * qsetsize = dsetsize + */ + __pyx_t_3 = (__pyx_v_d_first != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":549 + * dsetsize = (high2-low2) / step2 + * if d_first: + * tmp = qsetsize # <<<<<<<<<<<<<< + * qsetsize = dsetsize + * dsetsize = tmp + */ + __pyx_v_tmp = __pyx_v_qsetsize; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":550 + * if d_first: + * tmp = qsetsize + * qsetsize = dsetsize # <<<<<<<<<<<<<< + * dsetsize = tmp + * + */ + __pyx_v_qsetsize = __pyx_v_dsetsize; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":551 + * tmp = qsetsize + * qsetsize = dsetsize + * dsetsize = tmp # <<<<<<<<<<<<<< + * + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + */ + __pyx_v_dsetsize = __pyx_v_tmp; + goto __pyx_L7; + } + __pyx_L7:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":553 + * dsetsize = tmp + * + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: # <<<<<<<<<<<<<< + * free(result) + * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) + */ + __pyx_t_5 = ((__pyx_v_self->by_slack_factor * __pyx_v_qsetsize) * log(__pyx_v_dsetsize)); + __pyx_t_6 = log(2.0); + if (unlikely(__pyx_t_6 == 0)) { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + PyErr_Format(PyExc_ZeroDivisionError, "float division"); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 553; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_t_3 = (((__pyx_t_5 / __pyx_t_6) > __pyx_v_dsetsize) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":554 + * + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + * free(result) # <<<<<<<<<<<<<< + * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) + * + */ + free(__pyx_v_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":555 + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + * free(result) + * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) # <<<<<<<<<<<<<< + * + * # binary search. There are two flavors, depending on + */ + __pyx_r = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->merge_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, __pyx_v_result_len); + goto __pyx_L0; + goto __pyx_L8; + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":559 + * # binary search. There are two flavors, depending on + * # whether the queryset or dataset is first + * if d_first: # <<<<<<<<<<<<<< + * med2 = median(low2, high2, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + */ + __pyx_t_3 = (__pyx_v_d_first != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":560 + * # whether the queryset or dataset is first + * if d_first: + * med2 = median(low2, high2, step2) # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * + */ + __pyx_v_med2 = __pyx_f_3_sa_median(__pyx_v_low2, __pyx_v_high2, __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":561 + * if d_first: + * med2 = median(low2, high2, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * + * search_low = low1 + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":563 + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * + * search_low = low1 # <<<<<<<<<<<<<< + * search_high = high1 + * while search_low < search_high: + */ + __pyx_v_search_low = __pyx_v_low1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":564 + * + * search_low = low1 + * search_high = high1 # <<<<<<<<<<<<<< + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) + */ + __pyx_v_search_high = __pyx_v_high1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":565 + * search_low = low1 + * search_high = high1 + * while search_low < search_high: # <<<<<<<<<<<<<< + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + */ + while (1) { + __pyx_t_3 = ((__pyx_v_search_low < __pyx_v_search_high) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":566 + * search_high = high1 + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) # <<<<<<<<<<<<<< + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + */ + __pyx_v_med1 = __pyx_f_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":567 + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + */ + __pyx_f_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":568 + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == -1: + * search_low = med1_plus + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":571 + * if comparison == -1: + * search_low = med1_plus + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_high = med1_minus + * else: + */ + switch (__pyx_v_comparison) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":569 + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: # <<<<<<<<<<<<<< + * search_low = med1_plus + * elif comparison == 1: + */ + case -1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":570 + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + * search_low = med1_plus # <<<<<<<<<<<<<< + * elif comparison == 1: + * search_high = med1_minus + */ + __pyx_v_search_low = __pyx_v_med1_plus; + break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":571 + * if comparison == -1: + * search_low = med1_plus + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_high = med1_minus + * else: + */ + case 1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":572 + * search_low = med1_plus + * elif comparison == 1: + * search_high = med1_minus # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_search_high = __pyx_v_med1_minus; + break; + default: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":574 + * search_high = med1_minus + * else: + * break # <<<<<<<<<<<<<< + * else: + * med1 = median(low1, high1, step1) + */ + goto __pyx_L11_break; + break; + } + } + __pyx_L11_break:; + goto __pyx_L9; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":576 + * break + * else: + * med1 = median(low1, high1, step1) # <<<<<<<<<<<<<< + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * + */ + __pyx_v_med1 = __pyx_f_3_sa_median(__pyx_v_low1, __pyx_v_high1, __pyx_v_step1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":577 + * else: + * med1 = median(low1, high1, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< + * + * search_low = low2 + */ + __pyx_f_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":579 + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * + * search_low = low2 # <<<<<<<<<<<<<< + * search_high = high2 + * while search_low < search_high: + */ + __pyx_v_search_low = __pyx_v_low2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":580 + * + * search_low = low2 + * search_high = high2 # <<<<<<<<<<<<<< + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) + */ + __pyx_v_search_high = __pyx_v_high2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":581 + * search_low = low2 + * search_high = high2 + * while search_low < search_high: # <<<<<<<<<<<<<< + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + */ + while (1) { + __pyx_t_3 = ((__pyx_v_search_low < __pyx_v_search_high) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":582 + * search_high = high2 + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + */ + __pyx_v_med2 = __pyx_f_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":583 + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":584 + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == -1: + * search_high = med2 + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":587 + * if comparison == -1: + * search_high = med2 + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_low = med2 + step2 + * else: + */ + switch (__pyx_v_comparison) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":585 + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: # <<<<<<<<<<<<<< + * search_high = med2 + * elif comparison == 1: + */ + case -1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":586 + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + * search_high = med2 # <<<<<<<<<<<<<< + * elif comparison == 1: + * search_low = med2 + step2 + */ + __pyx_v_search_high = __pyx_v_med2; + break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":587 + * if comparison == -1: + * search_high = med2 + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_low = med2 + step2 + * else: + */ + case 1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":588 + * search_high = med2 + * elif comparison == 1: + * search_low = med2 + step2 # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_search_low = (__pyx_v_med2 + __pyx_v_step2); + break; + default: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":590 + * search_low = med2 + step2 + * else: + * break # <<<<<<<<<<<<<< + * + * med_result_len = 0 + */ + goto __pyx_L13_break; + break; + } + } + __pyx_L13_break:; + } + __pyx_L9:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":592 + * break + * + * med_result_len = 0 # <<<<<<<<<<<<<< + * med_result = malloc(0*sizeof(int*)) + * if search_high > search_low: + */ + __pyx_v_med_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":593 + * + * med_result_len = 0 + * med_result = malloc(0*sizeof(int*)) # <<<<<<<<<<<<<< + * if search_high > search_low: + * # Then there is a match for the median element of Q + */ + __pyx_v_med_result = ((int *)malloc((0 * (sizeof(int *))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":594 + * med_result_len = 0 + * med_result = malloc(0*sizeof(int*)) + * if search_high > search_low: # <<<<<<<<<<<<<< + * # Then there is a match for the median element of Q + * # What we want to find is the group of all bindings in the first set + */ + __pyx_t_3 = ((__pyx_v_search_high > __pyx_v_search_low) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":600 + * # want to store the bindings for all of those elements. We can + * # subsequently throw all of them away. + * med2_minus = med2 # <<<<<<<<<<<<<< + * med2_plus = med2 + step2 + * i1 = med1_minus + */ + __pyx_v_med2_minus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":601 + * # subsequently throw all of them away. + * med2_minus = med2 + * med2_plus = med2 + step2 # <<<<<<<<<<<<<< + * i1 = med1_minus + * while i1 < med1_plus: + */ + __pyx_v_med2_plus = (__pyx_v_med2 + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":602 + * med2_minus = med2 + * med2_plus = med2 + step2 + * i1 = med1_minus # <<<<<<<<<<<<<< + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + */ + __pyx_v_i1 = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":603 + * med2_plus = med2 + step2 + * i1 = med1_minus + * while i1 < med1_plus: # <<<<<<<<<<<<<< + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: + */ + while (1) { + __pyx_t_3 = ((__pyx_v_i1 < __pyx_v_med1_plus) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":604 + * i1 = med1_minus + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":605 + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + */ + while (1) { + __pyx_t_3 = (((__pyx_v_med2_minus - __pyx_v_step2) >= __pyx_v_low2) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":606 + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + * med2_minus = med2_minus - step2 + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_med2_minus - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":607 + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: # <<<<<<<<<<<<<< + * med2_minus = med2_minus - step2 + * else: + */ + __pyx_t_3 = ((((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) < 1) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":608 + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + * med2_minus = med2_minus - step2 # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus - __pyx_v_step2); + goto __pyx_L19; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":610 + * med2_minus = med2_minus - step2 + * else: + * break # <<<<<<<<<<<<<< + * i2 = med2_minus + * while i2 < high2: + */ + goto __pyx_L18_break; + } + __pyx_L19:; + } + __pyx_L18_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":611 + * else: + * break + * i2 = med2_minus # <<<<<<<<<<<<<< + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + */ + __pyx_v_i2 = __pyx_v_med2_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":612 + * break + * i2 = med2_minus + * while i2 < high2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + */ + while (1) { + __pyx_t_3 = ((__pyx_v_i2 < __pyx_v_high2) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":613 + * i2 = med2_minus + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":614 + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == 0: + * pass + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":615 + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: # <<<<<<<<<<<<<< + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + */ + __pyx_t_3 = ((__pyx_v_comparison == 0) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":617 + * if comparison == 0: + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) # <<<<<<<<<<<<<< + * if comparison == -1: + * break + */ + __pyx_v_med_result = __pyx_f_3_sa_append_combined_matching(__pyx_v_med_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, (&__pyx_v_med_result_len)); + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":618 + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + * if comparison == -1: # <<<<<<<<<<<<<< + * break + * i2 = i2 + step2 + */ + __pyx_t_3 = ((__pyx_v_comparison == -1) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":619 + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + * if comparison == -1: + * break # <<<<<<<<<<<<<< + * i2 = i2 + step2 + * if i2 > med2_plus: + */ + goto __pyx_L21_break; + goto __pyx_L23; + } + __pyx_L23:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":620 + * if comparison == -1: + * break + * i2 = i2 + step2 # <<<<<<<<<<<<<< + * if i2 > med2_plus: + * med2_plus = i2 + */ + __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2); + } + __pyx_L21_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":621 + * break + * i2 = i2 + step2 + * if i2 > med2_plus: # <<<<<<<<<<<<<< + * med2_plus = i2 + * i1 = i1 + step1 + */ + __pyx_t_3 = ((__pyx_v_i2 > __pyx_v_med2_plus) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":622 + * i2 = i2 + step2 + * if i2 > med2_plus: + * med2_plus = i2 # <<<<<<<<<<<<<< + * i1 = i1 + step1 + * + */ + __pyx_v_med2_plus = __pyx_v_i2; + goto __pyx_L24; + } + __pyx_L24:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":623 + * if i2 > med2_plus: + * med2_plus = i2 + * i1 = i1 + step1 # <<<<<<<<<<<<<< + * + * tmp = med1_minus + */ + __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":625 + * i1 = i1 + step1 + * + * tmp = med1_minus # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * med1_plus = tmp + */ + __pyx_v_tmp = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":626 + * + * tmp = med1_minus + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * med1_plus = tmp + * else: + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":627 + * tmp = med1_minus + * med1_minus = med1_plus + * med1_plus = tmp # <<<<<<<<<<<<<< + * else: + * # No match; need to figure out the point of division in D and Q + */ + __pyx_v_med1_plus = __pyx_v_tmp; + goto __pyx_L14; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":630 + * else: + * # No match; need to figure out the point of division in D and Q + * med2_minus = med2 # <<<<<<<<<<<<<< + * med2_plus = med2 + * if d_first: + */ + __pyx_v_med2_minus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":631 + * # No match; need to figure out the point of division in D and Q + * med2_minus = med2 + * med2_plus = med2 # <<<<<<<<<<<<<< + * if d_first: + * med2_minus = med2_minus + step2 + */ + __pyx_v_med2_plus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":632 + * med2_minus = med2 + * med2_plus = med2 + * if d_first: # <<<<<<<<<<<<<< + * med2_minus = med2_minus + step2 + * if comparison == -1: + */ + __pyx_t_3 = (__pyx_v_d_first != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":633 + * med2_plus = med2 + * if d_first: + * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< + * if comparison == -1: + * med1_minus = med1_plus + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":634 + * if d_first: + * med2_minus = med2_minus + step2 + * if comparison == -1: # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * if comparison == 1: + */ + __pyx_t_3 = ((__pyx_v_comparison == -1) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":635 + * med2_minus = med2_minus + step2 + * if comparison == -1: + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * if comparison == 1: + * med1_plus = med1_minus + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + goto __pyx_L26; + } + __pyx_L26:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":636 + * if comparison == -1: + * med1_minus = med1_plus + * if comparison == 1: # <<<<<<<<<<<<<< + * med1_plus = med1_minus + * else: + */ + __pyx_t_3 = ((__pyx_v_comparison == 1) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":637 + * med1_minus = med1_plus + * if comparison == 1: + * med1_plus = med1_minus # <<<<<<<<<<<<<< + * else: + * tmp = med1_minus + */ + __pyx_v_med1_plus = __pyx_v_med1_minus; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L25; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":639 + * med1_plus = med1_minus + * else: + * tmp = med1_minus # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * med1_plus = tmp + */ + __pyx_v_tmp = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":640 + * else: + * tmp = med1_minus + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * med1_plus = tmp + * if comparison == 1: + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":641 + * tmp = med1_minus + * med1_minus = med1_plus + * med1_plus = tmp # <<<<<<<<<<<<<< + * if comparison == 1: + * med2_minus = med2_minus + step2 + */ + __pyx_v_med1_plus = __pyx_v_tmp; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":642 + * med1_minus = med1_plus + * med1_plus = tmp + * if comparison == 1: # <<<<<<<<<<<<<< + * med2_minus = med2_minus + step2 + * med2_plus = med2_plus + step2 + */ + __pyx_t_3 = ((__pyx_v_comparison == 1) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":643 + * med1_plus = tmp + * if comparison == 1: + * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< + * med2_plus = med2_plus + step2 + * + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":644 + * if comparison == 1: + * med2_minus = med2_minus + step2 + * med2_plus = med2_plus + step2 # <<<<<<<<<<<<<< + * + * low_result_len = 0 + */ + __pyx_v_med2_plus = (__pyx_v_med2_plus + __pyx_v_step2); + goto __pyx_L28; + } + __pyx_L28:; + } + __pyx_L25:; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":646 + * med2_plus = med2_plus + step2 + * + * low_result_len = 0 # <<<<<<<<<<<<<< + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 + */ + __pyx_v_low_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":647 + * + * low_result_len = 0 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) # <<<<<<<<<<<<<< + * high_result_len = 0 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + */ + __pyx_v_low_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_med2_plus, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_low_result_len)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":648 + * low_result_len = 0 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 # <<<<<<<<<<<<<< + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + * + */ + __pyx_v_high_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":649 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) # <<<<<<<<<<<<<< + * + * result = extend_arr(result, result_len, low_result, low_result_len) + */ + __pyx_v_high_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med2_minus, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_high_result_len)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":651 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + * + * result = extend_arr(result, result_len, low_result, low_result_len) # <<<<<<<<<<<<<< + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) + */ + __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_low_result, __pyx_v_low_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":652 + * + * result = extend_arr(result, result_len, low_result, low_result_len) + * result = extend_arr(result, result_len, med_result, med_result_len) # <<<<<<<<<<<<<< + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) + */ + __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_med_result, __pyx_v_med_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":653 + * result = extend_arr(result, result_len, low_result, low_result_len) + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) # <<<<<<<<<<<<<< + * free(low_result) + * free(med_result) + */ + __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_high_result, __pyx_v_high_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":654 + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) # <<<<<<<<<<<<<< + * free(med_result) + * free(high_result) + */ + free(__pyx_v_low_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":655 + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) + * free(med_result) # <<<<<<<<<<<<<< + * free(high_result) + * + */ + free(__pyx_v_med_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":656 + * free(low_result) + * free(med_result) + * free(high_result) # <<<<<<<<<<<<<< + * + * return result + */ + free(__pyx_v_high_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":658 + * free(high_result) + * + * return result # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_result; + goto __pyx_L0; + + __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_WriteUnraisable("_sa.HieroCachingRuleFactory.baeza_yates_helper", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":662 + * + * + * cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, # <<<<<<<<<<<<<< + * Matching* loc2, int offset_by_one, int len_last): + * """ + */ + +static long __pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings_set(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_i1_minus, int __pyx_v_i1_plus, int *__pyx_v_arr1, int __pyx_v_step1, struct __pyx_t_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { + int __pyx_v_i1; + int __pyx_v_comparison; + int __pyx_v_prev_comparison; + struct __pyx_t_3_sa_Matching __pyx_v_l1_stack; + struct __pyx_t_3_sa_Matching *__pyx_v_loc1; + long __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + __Pyx_RefNannySetupContext("compare_matchings_set", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":673 + * cdef Matching* loc1 + * + * loc1 = &l1_stack # <<<<<<<<<<<<<< + * + * i1 = i1_minus + */ + __pyx_v_loc1 = (&__pyx_v_l1_stack); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":675 + * loc1 = &l1_stack + * + * i1 = i1_minus # <<<<<<<<<<<<<< + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + */ + __pyx_v_i1 = __pyx_v_i1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":676 + * + * i1 = i1_minus + * while i1 < i1_plus: # <<<<<<<<<<<<<< + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + */ + while (1) { + __pyx_t_1 = ((__pyx_v_i1 < __pyx_v_i1_plus) != 0); + if (!__pyx_t_1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":677 + * i1 = i1_minus + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: + */ + __pyx_f_3_sa_assign_matching(__pyx_v_loc1, __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":678 + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == 0: + * prev_comparison = 0 + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, __pyx_v_loc1, __pyx_v_loc2, __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":679 + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: # <<<<<<<<<<<<<< + * prev_comparison = 0 + * break + */ + __pyx_t_1 = ((__pyx_v_comparison == 0) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":680 + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: + * prev_comparison = 0 # <<<<<<<<<<<<<< + * break + * elif i1 == i1_minus: + */ + __pyx_v_prev_comparison = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":681 + * if comparison == 0: + * prev_comparison = 0 + * break # <<<<<<<<<<<<<< + * elif i1 == i1_minus: + * prev_comparison = comparison + */ + goto __pyx_L4_break; + goto __pyx_L5; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":682 + * prev_comparison = 0 + * break + * elif i1 == i1_minus: # <<<<<<<<<<<<<< + * prev_comparison = comparison + * else: + */ + __pyx_t_1 = ((__pyx_v_i1 == __pyx_v_i1_minus) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":683 + * break + * elif i1 == i1_minus: + * prev_comparison = comparison # <<<<<<<<<<<<<< + * else: + * if comparison != prev_comparison: + */ + __pyx_v_prev_comparison = __pyx_v_comparison; + goto __pyx_L5; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":685 + * prev_comparison = comparison + * else: + * if comparison != prev_comparison: # <<<<<<<<<<<<<< + * prev_comparison = 0 + * break + */ + __pyx_t_1 = ((__pyx_v_comparison != __pyx_v_prev_comparison) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":686 + * else: + * if comparison != prev_comparison: + * prev_comparison = 0 # <<<<<<<<<<<<<< + * break + * i1 = i1 + step1 + */ + __pyx_v_prev_comparison = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":687 + * if comparison != prev_comparison: + * prev_comparison = 0 + * break # <<<<<<<<<<<<<< + * i1 = i1 + step1 + * return prev_comparison + */ + goto __pyx_L4_break; + goto __pyx_L6; + } + __pyx_L6:; + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":688 + * prev_comparison = 0 + * break + * i1 = i1 + step1 # <<<<<<<<<<<<<< + * return prev_comparison + * + */ + __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); + } + __pyx_L4_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":689 + * break + * i1 = i1 + step1 + * return prev_comparison # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_prev_comparison; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":692 + * + * + * cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): # <<<<<<<<<<<<<< + * cdef int i + * + */ + +static long __pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_t_3_sa_Matching *__pyx_v_loc1, struct __pyx_t_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { + int __pyx_v_i; + long __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + __Pyx_RefNannySetupContext("compare_matchings", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":695 + * cdef int i + * + * if loc1.sent_id > loc2.sent_id: # <<<<<<<<<<<<<< + * return 1 + * if loc2.sent_id > loc1.sent_id: + */ + __pyx_t_1 = ((__pyx_v_loc1->sent_id > __pyx_v_loc2->sent_id) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":696 + * + * if loc1.sent_id > loc2.sent_id: + * return 1 # <<<<<<<<<<<<<< + * if loc2.sent_id > loc1.sent_id: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":697 + * if loc1.sent_id > loc2.sent_id: + * return 1 + * if loc2.sent_id > loc1.sent_id: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_1 = ((__pyx_v_loc2->sent_id > __pyx_v_loc1->sent_id) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":698 + * return 1 + * if loc2.sent_id > loc1.sent_id: + * return -1 # <<<<<<<<<<<<<< + * + * if loc1.size == 1 and loc2.size == 1: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L4; + } + __pyx_L4:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":700 + * return -1 + * + * if loc1.size == 1 and loc2.size == 1: # <<<<<<<<<<<<<< + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + * return 1 + */ + __pyx_t_1 = ((__pyx_v_loc1->size == 1) != 0); + if (__pyx_t_1) { + __pyx_t_2 = ((__pyx_v_loc2->size == 1) != 0); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":701 + * + * if loc1.size == 1 and loc2.size == 1: + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_t_3 = ((((__pyx_v_loc2->arr[__pyx_v_loc2->start]) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) <= __pyx_v_self->train_min_gap_size) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":702 + * if loc1.size == 1 and loc2.size == 1: + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + * return 1 # <<<<<<<<<<<<<< + * + * elif offset_by_one: + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L6; + } + __pyx_L6:; + goto __pyx_L5; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":704 + * return 1 + * + * elif offset_by_one: # <<<<<<<<<<<<<< + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + */ + __pyx_t_3 = (__pyx_v_offset_by_one != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":705 + * + * elif offset_by_one: + * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 + */ + __pyx_t_4 = __pyx_v_loc1->size; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":706 + * elif offset_by_one: + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":707 + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L9; + } + __pyx_L9:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":708 + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":709 + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + * return -1 # <<<<<<<<<<<<<< + * + * else: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L10; + } + __pyx_L10:; + } + goto __pyx_L5; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":712 + * + * else: + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + */ + __pyx_t_3 = ((((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) > (__pyx_v_loc2->arr[__pyx_v_loc2->start])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":713 + * else: + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L11; + } + __pyx_L11:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":714 + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = ((((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) < (__pyx_v_loc2->arr[__pyx_v_loc2->start])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":715 + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + * return -1 # <<<<<<<<<<<<<< + * + * for i from 1 <= i < loc1.size: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L12; + } + __pyx_L12:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":717 + * return -1 + * + * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 + */ + __pyx_t_4 = __pyx_v_loc1->size; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":718 + * + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":719 + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":720 + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":721 + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + * return -1 # <<<<<<<<<<<<<< + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L16; + } + __pyx_L16:; + } + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":723 + * return -1 + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: # <<<<<<<<<<<<<< + * return -1 + * return 0 + */ + __pyx_t_3 = (((((__pyx_v_loc2->arr[(__pyx_v_loc2->end - 1)]) + __pyx_v_len_last) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) > __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":724 + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + * return -1 # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":725 + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + * return -1 + * return 0 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = 0; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":728 + * + * + * cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1, # <<<<<<<<<<<<<< + * int low2, int high2, int* arr2, int step2, + * int offset_by_one, int len_last, int num_subpatterns, int* result_len): + */ + +static int *__pyx_f_3_sa_23HieroCachingRuleFactory_merge_helper(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_low1, int __pyx_v_high1, int *__pyx_v_arr1, int __pyx_v_step1, int __pyx_v_low2, int __pyx_v_high2, int *__pyx_v_arr2, int __pyx_v_step2, int __pyx_v_offset_by_one, int __pyx_v_len_last, int __pyx_v_num_subpatterns, int *__pyx_v_result_len) { + int __pyx_v_i1; 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+ + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":740 + * + * i1 = low1 + * i2 = low2 # <<<<<<<<<<<<<< + * while i1 < high1 and i2 < high2: + * + */ + __pyx_v_i2 = __pyx_v_low2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":741 + * i1 = low1 + * i2 = low2 + * while i1 < high1 and i2 < high2: # <<<<<<<<<<<<<< + * + * # First, pop all unneeded loc2's off the stack + */ + while (1) { + __pyx_t_1 = ((__pyx_v_i1 < __pyx_v_high1) != 0); + if (__pyx_t_1) { + __pyx_t_2 = ((__pyx_v_i2 < __pyx_v_high2) != 0); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":744 + * + * # First, pop all unneeded loc2's off the stack + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":745 + * # First, pop all unneeded loc2's off the stack + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while i2 < high2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + */ + while (1) { + __pyx_t_3 = ((__pyx_v_i2 < __pyx_v_high2) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":746 + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + * i2 = i2 + step2 + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":747 + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: # <<<<<<<<<<<<<< + * i2 = i2 + step2 + * else: + */ + __pyx_t_3 = ((((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) == 1) != 0); 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__pyx_lineno = 1256; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_f_high_prev = __pyx_t_1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1257 + * f_low_prev = f_low + * f_high_prev = f_high + * new_x = 0 # <<<<<<<<<<<<<< + * new_low_x = 0 + * new_high_x = 0 + */ + __pyx_v_new_x = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1258 + * f_high_prev = f_high + * new_x = 0 + * new_low_x = 0 # <<<<<<<<<<<<<< + * new_high_x = 0 + * + */ + __pyx_v_new_low_x = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1259 + * new_x = 0 + * new_low_x = 0 + * new_high_x = 0 # <<<<<<<<<<<<<< + * + * while True: + */ + __pyx_v_new_high_x = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1261 + * new_high_x = 0 + * + * while True: # <<<<<<<<<<<<<< + * + * if f_back_low[0] == -1: + */ + while (1) { + if (!1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1263 + * while True: + * + * if f_back_low[0] == -1: # <<<<<<<<<<<<<< + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * else: + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) == -1) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1264 + * + * if f_back_low[0] == -1: + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_e_low[0]), (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + goto __pyx_L11; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1266 + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_e_low[0]), __pyx_v_e_low_prev, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1266; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1267 + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * + * if f_back_low[0] > f_low: + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, __pyx_v_e_high_prev, (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1267; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + } + __pyx_L11:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1269 + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * + * if f_back_low[0] > f_low: # <<<<<<<<<<<<<< + * f_back_low[0] = f_low + * + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) > __pyx_v_f_low) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1270 + * + * if f_back_low[0] > f_low: + * f_back_low[0] = f_low # <<<<<<<<<<<<<< + * + * if f_back_high[0] < f_high: + */ + (__pyx_v_f_back_low[0]) = __pyx_v_f_low; + goto __pyx_L12; + } + __pyx_L12:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1272 + * f_back_low[0] = f_low + * + * if f_back_high[0] < f_high: # <<<<<<<<<<<<<< + * f_back_high[0] = f_high + * + */ + __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = PyObject_RichCompare(__pyx_t_2, __pyx_v_f_high, Py_LT); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1273 + * + * if f_back_high[0] < f_high: + * f_back_high[0] = f_high # <<<<<<<<<<<<<< + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + */ + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1273; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + (__pyx_v_f_back_high[0]) = __pyx_t_1; + goto __pyx_L13; + } + __pyx_L13:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1275 + * f_back_high[0] = f_high + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) == __pyx_v_f_low_prev) != 0); + if (__pyx_t_4) { + __pyx_t_5 = (((__pyx_v_f_back_high[0]) == __pyx_v_f_high_prev) != 0); + __pyx_t_3 = __pyx_t_5; + } else { + __pyx_t_3 = __pyx_t_4; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1276 + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + * return 1 # <<<<<<<<<<<<<< + * + * if allow_low_x == 0 and f_back_low[0] < f_low: + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L14; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1278 + * return 1 + * + * if allow_low_x == 0 and f_back_low[0] < f_low: # <<<<<<<<<<<<<< + * # FAIL: f phrase is not tight + * return 0 + */ + __pyx_t_3 = ((__pyx_v_allow_low_x == 0) != 0); + if (__pyx_t_3) { + __pyx_t_4 = (((__pyx_v_f_back_low[0]) < __pyx_v_f_low) != 0); + __pyx_t_5 = __pyx_t_4; + } else { + __pyx_t_5 = __pyx_t_3; + } + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1280 + * if allow_low_x == 0 and f_back_low[0] < f_low: + * # FAIL: f phrase is not tight + * return 0 # <<<<<<<<<<<<<< + * + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1282 + * return 0 + * + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: f back projection is too wide + * return 0 + */ + __pyx_t_5 = ((((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len) != 0); + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1284 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: f back projection is too wide + * return 0 # <<<<<<<<<<<<<< + * + * if allow_high_x == 0 and f_back_high[0] > f_high: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L16; + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1286 + * return 0 + * + * if allow_high_x == 0 and f_back_high[0] > f_high: # <<<<<<<<<<<<<< + * # FAIL: extension on high side not allowed + * return 0 + */ + __pyx_t_5 = (__pyx_v_allow_high_x == 0); + if (__pyx_t_5) { + __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_2 = PyObject_RichCompare(__pyx_t_6, __pyx_v_f_high, Py_GT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __pyx_t_3; + } else { + __pyx_t_4 = __pyx_t_5; + } + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1288 + * if allow_high_x == 0 and f_back_high[0] > f_high: + * # FAIL: extension on high side not allowed + * return 0 # <<<<<<<<<<<<<< + * + * if f_low != f_back_low[0]: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1290 + * return 0 + * + * if f_low != f_back_low[0]: # <<<<<<<<<<<<<< + * if new_low_x == 0: + * if new_x >= max_new_x: + */ + __pyx_t_4 = ((__pyx_v_f_low != (__pyx_v_f_back_low[0])) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1291 + * + * if f_low != f_back_low[0]: + * if new_low_x == 0: # <<<<<<<<<<<<<< + * if new_x >= max_new_x: + * # FAIL: extension required on low side violates max # of gaps + */ + __pyx_t_4 = ((__pyx_v_new_low_x == 0) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1292 + * if f_low != f_back_low[0]: + * if new_low_x == 0: + * if new_x >= max_new_x: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates max # of gaps + * return 0 + */ + __pyx_t_4 = ((__pyx_v_new_x >= __pyx_v_max_new_x) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1294 + * if new_x >= max_new_x: + * # FAIL: extension required on low side violates max # of gaps + * return 0 # <<<<<<<<<<<<<< + * else: + * new_x = new_x + 1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L20; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1296 + * return 0 + * else: + * new_x = new_x + 1 # <<<<<<<<<<<<<< + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: + */ + __pyx_v_new_x = (__pyx_v_new_x + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1297 + * else: + * new_x = new_x + 1 + * new_low_x = 1 # <<<<<<<<<<<<<< + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size + */ + __pyx_v_new_low_x = 1; + } + __pyx_L20:; + goto __pyx_L19; + } + __pyx_L19:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1298 + * new_x = new_x + 1 + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: # <<<<<<<<<<<<<< + * f_back_low[0] = f_low - min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_t_4 = (((__pyx_v_f_low - (__pyx_v_f_back_low[0])) < __pyx_v_min_fx_size) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1299 + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size # <<<<<<<<<<<<<< + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on low side violates max initial length + */ + (__pyx_v_f_back_low[0]) = (__pyx_v_f_low - __pyx_v_min_fx_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1300 + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates max initial length + * return 0 + */ + __pyx_t_4 = ((((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1302 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on low side violates max initial length + * return 0 # <<<<<<<<<<<<<< + * if f_back_low[0] < 0: + * # FAIL: extension required on low side violates sentence boundary + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1303 + * # FAIL: extension required on low side violates max initial length + * return 0 + * if f_back_low[0] < 0: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates sentence boundary + * return 0 + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) < 0) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1305 + * if f_back_low[0] < 0: + * # FAIL: extension required on low side violates sentence boundary + * return 0 # <<<<<<<<<<<<<< + * + * if f_high != f_back_high[0]: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L23; + } + __pyx_L23:; + goto __pyx_L21; + } + __pyx_L21:; + goto __pyx_L18; + } + __pyx_L18:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1307 + * return 0 + * + * if f_high != f_back_high[0]: # <<<<<<<<<<<<<< + * if new_high_x == 0: + * if new_x >= max_new_x: + */ + __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1307; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = PyObject_RichCompare(__pyx_v_f_high, __pyx_t_2, Py_NE); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1307; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1307; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1308 + * + * if f_high != f_back_high[0]: + * if new_high_x == 0: # <<<<<<<<<<<<<< + * if new_x >= max_new_x: + * # FAIL: extension required on high side violates max # of gaps + */ + __pyx_t_4 = ((__pyx_v_new_high_x == 0) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1309 + * if f_high != f_back_high[0]: + * if new_high_x == 0: + * if new_x >= max_new_x: # <<<<<<<<<<<<<< + * # FAIL: extension required on high side violates max # of gaps + * return 0 + */ + __pyx_t_4 = ((__pyx_v_new_x >= __pyx_v_max_new_x) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1311 + * if new_x >= max_new_x: + * # FAIL: extension required on high side violates max # of gaps + * return 0 # <<<<<<<<<<<<<< + * else: + * new_x = new_x + 1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L26; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1313 + * return 0 + * else: + * new_x = new_x + 1 # <<<<<<<<<<<<<< + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: + */ + __pyx_v_new_x = (__pyx_v_new_x + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1314 + * else: + * new_x = new_x + 1 + * new_high_x = 1 # <<<<<<<<<<<<<< + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size + */ + __pyx_v_new_high_x = 1; + } + __pyx_L26:; + goto __pyx_L25; + } + __pyx_L25:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1315 + * new_x = new_x + 1 + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: # <<<<<<<<<<<<<< + * f_back_high[0] = f_high + min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1315; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_2 = PyNumber_Subtract(__pyx_t_6, __pyx_v_f_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1315; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_6 = PyInt_FromLong(__pyx_v_min_fx_size); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1315; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_7 = PyObject_RichCompare(__pyx_t_2, __pyx_t_6, Py_LT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1315; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1315; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1316 + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size # <<<<<<<<<<<<<< + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on high side violates max initial length + */ + __pyx_t_7 = PyInt_FromLong(__pyx_v_min_fx_size); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1316; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_7); + __pyx_t_6 = PyNumber_Add(__pyx_v_f_high, __pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1316; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1316; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); 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+ + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1357 + * arr = realloc(arr, new_len*sizeof(int)) + * memcpy(arr+arr_len[0], data, data_len*sizeof(int)) + * arr_len[0] = new_len # <<<<<<<<<<<<<< + * return arr + * + */ + (__pyx_v_arr_len[0]) = __pyx_v_new_len; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1358 + * memcpy(arr+arr_len[0], data, data_len*sizeof(int)) + * arr_len[0] = new_len + * return arr # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_arr; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1361 + * + * + * cdef extract_phrases(self, int e_low, int e_high, int* e_gap_low, int* e_gap_high, int* e_links_low, int num_gaps, # <<<<<<<<<<<<<< + * int f_low, int f_high, int* f_gap_low, int* f_gap_high, int* f_links_low, + * int sent_id, int e_sent_len, int e_sent_start): + */ + +static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract_phrases(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_e_low, int __pyx_v_e_high, int *__pyx_v_e_gap_low, int *__pyx_v_e_gap_high, int *__pyx_v_e_links_low, int __pyx_v_num_gaps, CYTHON_UNUSED int __pyx_v_f_low, CYTHON_UNUSED int __pyx_v_f_high, CYTHON_UNUSED int *__pyx_v_f_gap_low, CYTHON_UNUSED int *__pyx_v_f_gap_high, CYTHON_UNUSED int *__pyx_v_f_links_low, CYTHON_UNUSED int __pyx_v_sent_id, int __pyx_v_e_sent_len, int __pyx_v_e_sent_start) { + int __pyx_v_i; + int __pyx_v_j; + int __pyx_v_k; + int __pyx_v_m; + int __pyx_v_n; + int *__pyx_v_e_gap_order; + int __pyx_v_e_x_low; + int __pyx_v_e_x_high; + int __pyx_v_e_x_gap_low; + int __pyx_v_e_x_gap_high; + int *__pyx_v_e_gaps1; + int *__pyx_v_e_gaps2; + int __pyx_v_len1; + int __pyx_v_len2; + int __pyx_v_step; + int __pyx_v_num_chunks; + struct __pyx_obj_3_sa_IntList *__pyx_v_ephr_arr = 0; + PyObject *__pyx_v_result = 0; + struct __pyx_obj_3_sa_IntList *__pyx_v_indexes = 0; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + int __pyx_t_5; + int __pyx_t_6; + int __pyx_t_7; + int __pyx_t_8; + long __pyx_t_9; + PyObject *__pyx_t_10 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("extract_phrases", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1369 + * cdef result + * + * result = [] # <<<<<<<<<<<<<< + * len1 = 0 + * e_gaps1 = malloc(0) + */ + __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1369; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_result = ((PyObject *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1370 + * + * result = [] + * len1 = 0 # <<<<<<<<<<<<<< + * e_gaps1 = malloc(0) + * ephr_arr = IntList() + */ + __pyx_v_len1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1371 + * result = [] + * len1 = 0 + * e_gaps1 = malloc(0) # <<<<<<<<<<<<<< + * ephr_arr = IntList() + * + */ + __pyx_v_e_gaps1 = ((int *)malloc(0)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1372 + * len1 = 0 + * e_gaps1 = malloc(0) + * ephr_arr = IntList() # <<<<<<<<<<<<<< + * + * e_gap_order = malloc(num_gaps*sizeof(int)) + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_ephr_arr = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1374 + * ephr_arr = IntList() + * + * e_gap_order = malloc(num_gaps*sizeof(int)) # <<<<<<<<<<<<<< + * if num_gaps > 0: + * e_gap_order[0] = 0 + */ + __pyx_v_e_gap_order = ((int *)malloc((__pyx_v_num_gaps * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1375 + * + * e_gap_order = malloc(num_gaps*sizeof(int)) + * if num_gaps > 0: # <<<<<<<<<<<<<< + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: + */ + __pyx_t_2 = ((__pyx_v_num_gaps > 0) != 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1376 + * e_gap_order = malloc(num_gaps*sizeof(int)) + * if num_gaps > 0: + * e_gap_order[0] = 0 # <<<<<<<<<<<<<< + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: + */ + (__pyx_v_e_gap_order[0]) = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1377 + * if num_gaps > 0: + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: # <<<<<<<<<<<<<< + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: + */ + __pyx_t_3 = __pyx_v_num_gaps; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1378 + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: # <<<<<<<<<<<<<< + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: + */ + __pyx_t_4 = __pyx_v_i; + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1379 + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: # <<<<<<<<<<<<<< + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] + */ + __pyx_t_2 = (((__pyx_v_e_gap_low[__pyx_v_i]) < (__pyx_v_e_gap_low[__pyx_v_j])) != 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1380 + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: # <<<<<<<<<<<<<< + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i + */ + __pyx_t_5 = __pyx_v_i; + for (__pyx_v_k = __pyx_v_j; __pyx_v_k < __pyx_t_5; __pyx_v_k++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1381 + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] # <<<<<<<<<<<<<< + * e_gap_order[j] = i + * break + */ + (__pyx_v_e_gap_order[(__pyx_v_k + 1)]) = (__pyx_v_e_gap_order[__pyx_v_k]); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1382 + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i # <<<<<<<<<<<<<< + * break + * else: + */ + (__pyx_v_e_gap_order[__pyx_v_j]) = __pyx_v_i; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1383 + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i + * break # <<<<<<<<<<<<<< + * else: + * e_gap_order[i] = i + */ + goto __pyx_L7_break; + goto __pyx_L8; + } + __pyx_L8:; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1385 + * break + * else: + * e_gap_order[i] = i # <<<<<<<<<<<<<< + * + * e_x_low = e_low + */ + (__pyx_v_e_gap_order[__pyx_v_i]) = __pyx_v_i; + } + __pyx_L7_break:; + } + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1387 + * e_gap_order[i] = i + * + * e_x_low = e_low # <<<<<<<<<<<<<< + * e_x_high = e_high + * if not self.tight_phrases: + */ + __pyx_v_e_x_low = __pyx_v_e_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1388 + * + * e_x_low = e_low + * e_x_high = e_high # <<<<<<<<<<<<<< + * if not self.tight_phrases: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + */ + __pyx_v_e_x_high = __pyx_v_e_high; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1389 + * e_x_low = e_low + * e_x_high = e_high + * if not self.tight_phrases: # <<<<<<<<<<<<<< + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 + */ + __pyx_t_2 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1390 + * e_x_high = e_high + * if not self.tight_phrases: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: # <<<<<<<<<<<<<< + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + */ + while (1) { + __pyx_t_2 = ((__pyx_v_e_x_low > 0) != 0); + if (__pyx_t_2) { + __pyx_t_6 = (((__pyx_v_e_high - __pyx_v_e_x_low) < __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_6) { + __pyx_t_7 = (((__pyx_v_e_links_low[(__pyx_v_e_x_low - 1)]) == -1) != 0); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_6; + } + __pyx_t_6 = __pyx_t_8; + } else { + __pyx_t_6 = __pyx_t_2; + } + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1391 + * if not self.tight_phrases: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 # <<<<<<<<<<<<<< + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + * e_x_high = e_x_high + 1 + */ + __pyx_v_e_x_low = (__pyx_v_e_x_low - 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1392 + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: # <<<<<<<<<<<<<< + * e_x_high = e_x_high + 1 + * + */ + while (1) { + __pyx_t_6 = ((__pyx_v_e_x_high < __pyx_v_e_sent_len) != 0); + if (__pyx_t_6) { + __pyx_t_2 = (((__pyx_v_e_x_high - __pyx_v_e_low) < __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_2) { + __pyx_t_8 = (((__pyx_v_e_links_low[__pyx_v_e_x_high]) == -1) != 0); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_t_2; + } + __pyx_t_2 = __pyx_t_7; + } else { + __pyx_t_2 = __pyx_t_6; + } + if (!__pyx_t_2) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1393 + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + * e_x_high = e_x_high + 1 # <<<<<<<<<<<<<< + * + * for i from e_x_low <= i <= e_low: + */ + __pyx_v_e_x_high = (__pyx_v_e_x_high + 1); + } + goto __pyx_L11; + } + __pyx_L11:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1395 + * e_x_high = e_x_high + 1 + * + * for i from e_x_low <= i <= e_low: # <<<<<<<<<<<<<< + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + * + */ + __pyx_t_3 = __pyx_v_e_low; + for (__pyx_v_i = __pyx_v_e_x_low; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1396 + * + * for i from e_x_low <= i <= e_low: + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) # <<<<<<<<<<<<<< + * + * for i from 0 <= i < num_gaps: + */ + __pyx_v_e_gaps1 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps1, (&__pyx_v_len1), (&__pyx_v_i), 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1398 + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + * + * for i from 0 <= i < num_gaps: # <<<<<<<<<<<<<< + * e_gaps2 = malloc(0) + * len2 = 0 + */ + __pyx_t_3 = __pyx_v_num_gaps; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1399 + * + * for i from 0 <= i < num_gaps: + * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< + * len2 = 0 + * + */ + __pyx_v_e_gaps2 = ((int *)malloc(0)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1400 + * for i from 0 <= i < num_gaps: + * e_gaps2 = malloc(0) + * len2 = 0 # <<<<<<<<<<<<<< + * + * j = e_gap_order[i] + */ + __pyx_v_len2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1402 + * len2 = 0 + * + * j = e_gap_order[i] # <<<<<<<<<<<<<< + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] + */ + __pyx_v_j = (__pyx_v_e_gap_order[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1403 + * + * j = e_gap_order[i] + * e_x_gap_low = e_gap_low[j] # <<<<<<<<<<<<<< + * e_x_gap_high = e_gap_high[j] + * if not self.tight_phrases: + */ + __pyx_v_e_x_gap_low = (__pyx_v_e_gap_low[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1404 + * j = e_gap_order[i] + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] # <<<<<<<<<<<<<< + * if not self.tight_phrases: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + */ + __pyx_v_e_x_gap_high = (__pyx_v_e_gap_high[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1405 + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] + * if not self.tight_phrases: # <<<<<<<<<<<<<< + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 + */ + __pyx_t_2 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1406 + * e_x_gap_high = e_gap_high[j] + * if not self.tight_phrases: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: # <<<<<<<<<<<<<< + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + */ + while (1) { + __pyx_t_2 = ((__pyx_v_e_x_gap_low > __pyx_v_e_x_low) != 0); + if (__pyx_t_2) { + __pyx_t_6 = (((__pyx_v_e_links_low[(__pyx_v_e_x_gap_low - 1)]) == -1) != 0); + __pyx_t_7 = __pyx_t_6; + } else { + __pyx_t_7 = __pyx_t_2; + } + if (!__pyx_t_7) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1407 + * if not self.tight_phrases: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 # <<<<<<<<<<<<<< + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + * e_x_gap_high = e_x_gap_high + 1 + */ + __pyx_v_e_x_gap_low = (__pyx_v_e_x_gap_low - 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1408 + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: # <<<<<<<<<<<<<< + * e_x_gap_high = e_x_gap_high + 1 + * + */ + while (1) { + __pyx_t_7 = ((__pyx_v_e_x_gap_high < __pyx_v_e_x_high) != 0); + if (__pyx_t_7) { + __pyx_t_2 = (((__pyx_v_e_links_low[__pyx_v_e_x_gap_high]) == -1) != 0); + __pyx_t_6 = __pyx_t_2; + } else { + __pyx_t_6 = __pyx_t_7; + } + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1409 + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + * e_x_gap_high = e_x_gap_high + 1 # <<<<<<<<<<<<<< + * + * k = 0 + */ + __pyx_v_e_x_gap_high = (__pyx_v_e_x_gap_high + 1); + } + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1411 + * e_x_gap_high = e_x_gap_high + 1 + * + * k = 0 # <<<<<<<<<<<<<< + * step = 1+(i*2) + * while k < len1: + */ + __pyx_v_k = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1412 + * + * k = 0 + * step = 1+(i*2) # <<<<<<<<<<<<<< + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: + */ + __pyx_v_step = (1 + (__pyx_v_i * 2)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1413 + * k = 0 + * step = 1+(i*2) + * while k < len1: # <<<<<<<<<<<<<< + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: + */ + while (1) { + __pyx_t_6 = ((__pyx_v_k < __pyx_v_len1) != 0); + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1414 + * step = 1+(i*2) + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: # <<<<<<<<<<<<<< + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: + */ + __pyx_t_4 = (__pyx_v_e_gap_low[__pyx_v_j]); + for (__pyx_v_m = __pyx_v_e_x_gap_low; __pyx_v_m <= __pyx_t_4; __pyx_v_m++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1415 + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: # <<<<<<<<<<<<<< + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + */ + __pyx_t_6 = ((__pyx_v_m >= (__pyx_v_e_gaps1[((__pyx_v_k + __pyx_v_step) - 1)])) != 0); + if (__pyx_t_6) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1416 + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: # <<<<<<<<<<<<<< + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + */ + __pyx_t_5 = __pyx_v_e_x_gap_high; + for (__pyx_v_n = (__pyx_v_e_gap_high[__pyx_v_j]); __pyx_v_n <= __pyx_t_5; __pyx_v_n++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1417 + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + */ + __pyx_t_6 = (((__pyx_v_n - __pyx_v_m) >= 1) != 0); + if (__pyx_t_6) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1418 + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_k), __pyx_v_step); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1419 + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_m), 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1420 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) # <<<<<<<<<<<<<< + * k = k + step + * free(e_gaps1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_n), 1); + goto __pyx_L32; + } + __pyx_L32:; + } + goto __pyx_L29; + } + __pyx_L29:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1421 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step # <<<<<<<<<<<<<< + * free(e_gaps1) + * e_gaps1 = e_gaps2 + */ + __pyx_v_k = (__pyx_v_k + __pyx_v_step); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1422 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step + * free(e_gaps1) # <<<<<<<<<<<<<< + * e_gaps1 = e_gaps2 + * len1 = len2 + */ + free(__pyx_v_e_gaps1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1423 + * k = k + step + * free(e_gaps1) + * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< + * len1 = len2 + * + */ + __pyx_v_e_gaps1 = __pyx_v_e_gaps2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1424 + * free(e_gaps1) + * e_gaps1 = e_gaps2 + * len1 = len2 # <<<<<<<<<<<<<< + * + * step = 1+(num_gaps*2) + */ + __pyx_v_len1 = __pyx_v_len2; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1426 + * len1 = len2 + * + * step = 1+(num_gaps*2) # <<<<<<<<<<<<<< + * e_gaps2 = malloc(0) + * len2 = 0 + */ + __pyx_v_step = (1 + (__pyx_v_num_gaps * 2)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1427 + * + * step = 1+(num_gaps*2) + * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< + * len2 = 0 + * for i from e_high <= i <= e_x_high: + */ + __pyx_v_e_gaps2 = ((int *)malloc(0)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1428 + * step = 1+(num_gaps*2) + * e_gaps2 = malloc(0) + * len2 = 0 # <<<<<<<<<<<<<< + * for i from e_high <= i <= e_x_high: + * j = 0 + */ + __pyx_v_len2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1429 + * e_gaps2 = malloc(0) + * len2 = 0 + * for i from e_high <= i <= e_x_high: # <<<<<<<<<<<<<< + * j = 0 + * while j < len1: + */ + __pyx_t_3 = __pyx_v_e_x_high; + for (__pyx_v_i = __pyx_v_e_high; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1430 + * len2 = 0 + * for i from e_high <= i <= e_x_high: + * j = 0 # <<<<<<<<<<<<<< + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + */ + __pyx_v_j = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1431 + * for i from e_high <= i <= e_x_high: + * j = 0 + * while j < len1: # <<<<<<<<<<<<<< + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + */ + while (1) { + __pyx_t_6 = ((__pyx_v_j < __pyx_v_len1) != 0); + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1432 + * j = 0 + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + */ + __pyx_t_6 = (((__pyx_v_i - (__pyx_v_e_gaps1[__pyx_v_j])) <= __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_6) { + __pyx_t_7 = ((__pyx_v_i >= (__pyx_v_e_gaps1[((__pyx_v_j + __pyx_v_step) - 1)])) != 0); + __pyx_t_2 = __pyx_t_7; + } else { + __pyx_t_2 = __pyx_t_6; + } + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1433 + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_j), __pyx_v_step); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1434 + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) # <<<<<<<<<<<<<< + * j = j + step + * free(e_gaps1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_i), 1); + goto __pyx_L37; + } + __pyx_L37:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1435 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step # <<<<<<<<<<<<<< + * free(e_gaps1) + * e_gaps1 = e_gaps2 + */ + __pyx_v_j = (__pyx_v_j + __pyx_v_step); + } + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1436 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step + * free(e_gaps1) # <<<<<<<<<<<<<< + * e_gaps1 = e_gaps2 + * len1 = len2 + */ + free(__pyx_v_e_gaps1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1437 + * j = j + step + * free(e_gaps1) + * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< + * len1 = len2 + * + */ + __pyx_v_e_gaps1 = __pyx_v_e_gaps2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1438 + * free(e_gaps1) + * e_gaps1 = e_gaps2 + * len1 = len2 # <<<<<<<<<<<<<< + * + * step = (num_gaps+1)*2 + */ + __pyx_v_len1 = __pyx_v_len2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1440 + * len1 = len2 + * + * step = (num_gaps+1)*2 # <<<<<<<<<<<<<< + * i = 0 + * + */ + __pyx_v_step = ((__pyx_v_num_gaps + 1) * 2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1441 + * + * step = (num_gaps+1)*2 + * i = 0 # <<<<<<<<<<<<<< + * + * cdef IntList indexes + */ + __pyx_v_i = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1444 + * + * cdef IntList indexes + * while i < len1: # <<<<<<<<<<<<<< + * ephr_arr._clear() + * num_chunks = 0 + */ + while (1) { + __pyx_t_2 = ((__pyx_v_i < __pyx_v_len1) != 0); + if (!__pyx_t_2) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1445 + * cdef IntList indexes + * while i < len1: + * ephr_arr._clear() # <<<<<<<<<<<<<< + * num_chunks = 0 + * indexes = IntList() + */ + ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_ephr_arr->__pyx_vtab)->_clear(__pyx_v_ephr_arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1446 + * while i < len1: + * ephr_arr._clear() + * num_chunks = 0 # <<<<<<<<<<<<<< + * indexes = IntList() + * for j from 0 <= j < num_gaps+1: + */ + __pyx_v_num_chunks = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1447 + * ephr_arr._clear() + * num_chunks = 0 + * indexes = IntList() # <<<<<<<<<<<<<< + * for j from 0 <= j < num_gaps+1: + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XDECREF(((PyObject *)__pyx_v_indexes)); + __pyx_v_indexes = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1448 + * num_chunks = 0 + * indexes = IntList() + * for j from 0 <= j < num_gaps+1: # <<<<<<<<<<<<<< + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + * num_chunks = num_chunks + 1 + */ + __pyx_t_9 = (__pyx_v_num_gaps + 1); + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_9; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1449 + * indexes = IntList() + * for j from 0 <= j < num_gaps+1: + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: # <<<<<<<<<<<<<< + * num_chunks = num_chunks + 1 + * for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: + */ + __pyx_t_2 = (((__pyx_v_e_gaps1[(__pyx_v_i + (2 * __pyx_v_j))]) < (__pyx_v_e_gaps1[((__pyx_v_i + (2 * __pyx_v_j)) + 1)])) != 0); 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if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1513; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_v_sofar); + __pyx_v_sofar = __pyx_t_3; + __pyx_t_3 = 0; + goto __pyx_L7; + } + __pyx_L7:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1516 + * + * + * e_links_low = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) + */ + __pyx_v_e_links_low = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1517 + * + * e_links_low = malloc(e_sent_len*sizeof(int)) + * e_links_high = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) + */ + __pyx_v_e_links_high = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1518 + * e_links_low = malloc(e_sent_len*sizeof(int)) + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_links_low = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1519 + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_links_high = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1520 + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1521 + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1522 + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + */ + __pyx_v_e_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1523 + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + */ + __pyx_v_e_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1524 + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + */ + memset(__pyx_v_f_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1525 + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + */ + memset(__pyx_v_f_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1526 + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + * + */ + memset(__pyx_v_e_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1527 + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * + * reason_for_failure = "" + */ + memset(__pyx_v_e_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1529 + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + * + * reason_for_failure = "" # <<<<<<<<<<<<<< + * + * for i from 0 <= i < e_sent_len: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_47)); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_47); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1531 + * reason_for_failure = "" + * + * for i from 0 <= i < e_sent_len: # <<<<<<<<<<<<<< + * e_links_low[i] = -1 + * e_links_high[i] = -1 + */ + __pyx_t_2 = __pyx_v_e_sent_len; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1532 + * + * for i from 0 <= i < e_sent_len: + * e_links_low[i] = -1 # <<<<<<<<<<<<<< + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: + */ + (__pyx_v_e_links_low[__pyx_v_i]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1533 + * for i from 0 <= i < e_sent_len: + * e_links_low[i] = -1 + * e_links_high[i] = -1 # <<<<<<<<<<<<<< + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 + */ + (__pyx_v_e_links_high[__pyx_v_i]) = -1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1534 + * e_links_low[i] = -1 + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: # <<<<<<<<<<<<<< + * f_links_low[i] = -1 + * f_links_high[i] = -1 + */ + __pyx_t_2 = __pyx_v_f_sent_len; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1535 + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 # <<<<<<<<<<<<<< + * f_links_high[i] = -1 + * + */ + (__pyx_v_f_links_low[__pyx_v_i]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1536 + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 + * f_links_high[i] = -1 # <<<<<<<<<<<<<< + * + * # this is really inefficient -- might be good to + */ + (__pyx_v_f_links_high[__pyx_v_i]) = -1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1542 + * # links that we care about (but then how to look up + * # when we want to check something on the e side?) + * i = 0 # <<<<<<<<<<<<<< + * while i < num_links*2: + * f_i = sent_links[i] + */ + __pyx_v_i = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1543 + * # when we want to check something on the e side?) + * i = 0 + * while i < num_links*2: # <<<<<<<<<<<<<< + * f_i = sent_links[i] + * e_i = sent_links[i+1] + */ + while (1) { + __pyx_t_7 = ((__pyx_v_i < (__pyx_v_num_links * 2)) != 0); + if (!__pyx_t_7) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1544 + * i = 0 + * while i < num_links*2: + * f_i = sent_links[i] # <<<<<<<<<<<<<< + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + */ + __pyx_v_f_i = (__pyx_v_sent_links[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1545 + * while i < num_links*2: + * f_i = sent_links[i] + * e_i = sent_links[i+1] # <<<<<<<<<<<<<< + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i + */ + __pyx_v_e_i = (__pyx_v_sent_links[(__pyx_v_i + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1546 + * f_i = sent_links[i] + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: # <<<<<<<<<<<<<< + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + */ + __pyx_t_7 = (((__pyx_v_f_links_low[__pyx_v_f_i]) == -1) != 0); + if (!__pyx_t_7) { + __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_i]) > __pyx_v_e_i) != 0); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1547 + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i # <<<<<<<<<<<<<< + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 + */ + (__pyx_v_f_links_low[__pyx_v_f_i]) = __pyx_v_e_i; + goto __pyx_L14; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1548 + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: # <<<<<<<<<<<<<< + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + */ + __pyx_t_9 = (((__pyx_v_f_links_high[__pyx_v_f_i]) == -1) != 0); + if (!__pyx_t_9) { + __pyx_t_7 = (((__pyx_v_f_links_high[__pyx_v_f_i]) < (__pyx_v_e_i + 1)) != 0); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_9; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1549 + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 # <<<<<<<<<<<<<< + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i + */ + (__pyx_v_f_links_high[__pyx_v_f_i]) = (__pyx_v_e_i + 1); + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1550 + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: # <<<<<<<<<<<<<< + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + */ + __pyx_t_8 = (((__pyx_v_e_links_low[__pyx_v_e_i]) == -1) != 0); + if (!__pyx_t_8) { + __pyx_t_9 = (((__pyx_v_e_links_low[__pyx_v_e_i]) > __pyx_v_f_i) != 0); + __pyx_t_7 = __pyx_t_9; + } else { + __pyx_t_7 = __pyx_t_8; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1551 + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i # <<<<<<<<<<<<<< + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 + */ + (__pyx_v_e_links_low[__pyx_v_e_i]) = __pyx_v_f_i; + goto __pyx_L16; + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1552 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: # <<<<<<<<<<<<<< + * e_links_high[e_i] = f_i + 1 + * i = i + 2 + */ + __pyx_t_7 = (((__pyx_v_e_links_high[__pyx_v_e_i]) == -1) != 0); + if (!__pyx_t_7) { + __pyx_t_8 = (((__pyx_v_e_links_high[__pyx_v_e_i]) < (__pyx_v_f_i + 1)) != 0); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1553 + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 # <<<<<<<<<<<<<< + * i = i + 2 + * + */ + (__pyx_v_e_links_high[__pyx_v_e_i]) = (__pyx_v_f_i + 1); + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1554 + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 + * i = i + 2 # <<<<<<<<<<<<<< + * + * als = [] + */ + __pyx_v_i = (__pyx_v_i + 2); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1556 + * i = i + 2 + * + * als = [] # <<<<<<<<<<<<<< + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + */ + __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1556; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_v_als = ((PyObject*)__pyx_t_3); + __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1557 + * + * als = [] + * for x in range(matching.start,matching.end): # <<<<<<<<<<<<<< + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + * als.append(al) + */ + __pyx_t_2 = __pyx_v_matching->end; + for (__pyx_t_4 = __pyx_v_matching->start; __pyx_t_4 < __pyx_t_2; __pyx_t_4+=1) { + __pyx_v_x = __pyx_t_4; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1558 + * als = [] + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) # <<<<<<<<<<<<<< + * als.append(al) + * # check all source-side alignment constraints + */ + __pyx_t_3 = PyInt_FromLong(((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_1 = PyInt_FromLong((__pyx_v_f_links_low[((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_3); + __Pyx_GIVEREF(__pyx_t_3); + PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_3 = 0; + __pyx_t_1 = 0; + __Pyx_XDECREF(((PyObject *)__pyx_v_al)); + __pyx_v_al = ((PyObject*)__pyx_t_10); + __pyx_t_10 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1559 + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + * als.append(al) # <<<<<<<<<<<<<< + * # check all source-side alignment constraints + * met_constraints = 1 + */ + __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_als, ((PyObject *)__pyx_v_al)); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1559; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1561 + * als.append(al) + * # check all source-side alignment constraints + * met_constraints = 1 # <<<<<<<<<<<<<< + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 + */ + __pyx_v_met_constraints = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1562 + * # check all source-side alignment constraints + * met_constraints = 1 + * if self.require_aligned_terminal: # <<<<<<<<<<<<<< + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: + */ + __pyx_t_9 = (__pyx_v_self->require_aligned_terminal != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1563 + * met_constraints = 1 + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 # <<<<<<<<<<<<<< + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: + */ + __pyx_v_num_aligned_chunks = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1564 + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: # <<<<<<<<<<<<<< + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + */ + __pyx_t_2 = __pyx_v_num_chunks; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1565 + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 + */ + __pyx_t_4 = (__pyx_v_chunklen[__pyx_v_i]); + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1566 + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: # <<<<<<<<<<<<<< + * num_aligned_chunks = num_aligned_chunks + 1 + * break + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)]) > -1) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1567 + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 # <<<<<<<<<<<<<< + * break + * if num_aligned_chunks == 0: + */ + __pyx_v_num_aligned_chunks = (__pyx_v_num_aligned_chunks + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1568 + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 + * break # <<<<<<<<<<<<<< + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" + */ + goto __pyx_L24_break; + goto __pyx_L25; + } + __pyx_L25:; + } + __pyx_L24_break:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1569 + * num_aligned_chunks = num_aligned_chunks + 1 + * break + * if num_aligned_chunks == 0: # <<<<<<<<<<<<<< + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 + */ + __pyx_t_9 = ((__pyx_v_num_aligned_chunks == 0) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1570 + * break + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" # <<<<<<<<<<<<<< + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_132)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_132); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1571 + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 # <<<<<<<<<<<<<< + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" + */ + __pyx_v_met_constraints = 0; + goto __pyx_L26; + } + __pyx_L26:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1572 + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: # <<<<<<<<<<<<<< + * reason_for_failure = "Unaligned chunk" + * met_constraints = 0 + */ + if ((__pyx_v_self->require_aligned_chunks != 0)) { + __pyx_t_9 = ((__pyx_v_num_aligned_chunks < __pyx_v_num_chunks) != 0); + __pyx_t_7 = __pyx_t_9; + } else { + __pyx_t_7 = (__pyx_v_self->require_aligned_chunks != 0); + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1573 + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_133)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_133); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1574 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if met_constraints and self.tight_phrases: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1576 + * met_constraints = 0 + * + * if met_constraints and self.tight_phrases: # <<<<<<<<<<<<<< + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: + */ + if ((__pyx_v_met_constraints != 0)) { + __pyx_t_7 = __pyx_v_self->tight_phrases; + __pyx_t_9 = __pyx_t_7; + } else { + __pyx_t_9 = (__pyx_v_met_constraints != 0); + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1578 + * if met_constraints and self.tight_phrases: + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + */ + __pyx_t_12 = (__pyx_v_num_chunks - 1); + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1579 + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: # <<<<<<<<<<<<<< + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start)]) == -1) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1580 + * for i from 0 <= i < num_chunks-1: + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< + * met_constraints = 0 + * break + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_134)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_134); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1581 + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 # <<<<<<<<<<<<<< + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + */ + __pyx_v_met_constraints = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1582 + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + * break # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + */ + goto __pyx_L30_break; + goto __pyx_L31; + } + __pyx_L31:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1583 + * met_constraints = 0 + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: # <<<<<<<<<<<<<< + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - 1) - __pyx_v_f_sent_start)]) == -1) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1584 + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< + * met_constraints = 0 + * break + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_134)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_134); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1585 + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 # <<<<<<<<<<<<<< + * break + * + */ + __pyx_v_met_constraints = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1586 + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + * break # <<<<<<<<<<<<<< + * + * f_low = matching.arr[matching.start] - f_sent_start + */ + goto __pyx_L30_break; + goto __pyx_L32; + } + __pyx_L32:; + } + __pyx_L30_break:; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1588 + * break + * + * f_low = matching.arr[matching.start] - f_sent_start # <<<<<<<<<<<<<< + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + * if met_constraints: + */ + __pyx_v_f_low = ((__pyx_v_matching->arr[__pyx_v_matching->start]) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1589 + * + * f_low = matching.arr[matching.start] - f_sent_start + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start # <<<<<<<<<<<<<< + * if met_constraints: + * + */ + __pyx_v_f_high = (((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_matching->size) - 1)]) + (__pyx_v_chunklen[(__pyx_v_num_chunks - 1)])) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1590 + * f_low = matching.arr[matching.start] - f_sent_start + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + * if met_constraints: # <<<<<<<<<<<<<< + * + * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, + */ + __pyx_t_9 = (__pyx_v_met_constraints != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1592 + * if met_constraints: + * + * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, # <<<<<<<<<<<<<< + * -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, + */ + __pyx_t_10 = PyInt_FromLong(__pyx_v_f_high); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1596 + * self.train_max_initial_size, self.train_max_initial_size, + * self.train_min_gap_size, 0, + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): # <<<<<<<<<<<<<< + * gap_error = 0 + * num_gaps = 0 + */ + __pyx_t_9 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_low, __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, (&__pyx_v_e_low), (&__pyx_v_e_high), (&__pyx_v_f_back_low), (&__pyx_v_f_back_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_min_gap_size, 0, ((__pyx_v_self->max_nonterminals - __pyx_v_num_chunks) + 1), 1, 1, 0, 0) != 0); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1597 + * self.train_min_gap_size, 0, + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + * gap_error = 0 # <<<<<<<<<<<<<< + * num_gaps = 0 + * + */ + __pyx_v_gap_error = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1598 + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + * gap_error = 0 + * num_gaps = 0 # <<<<<<<<<<<<<< + * + * if f_back_low < f_low: + */ + __pyx_v_num_gaps = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1600 + * num_gaps = 0 + * + * if f_back_low < f_low: # <<<<<<<<<<<<<< + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low + */ + __pyx_t_9 = ((__pyx_v_f_back_low < __pyx_v_f_low) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1601 + * + * if f_back_low < f_low: + * f_gap_low[0] = f_back_low # <<<<<<<<<<<<<< + * f_gap_high[0] = f_low + * num_gaps = 1 + */ + (__pyx_v_f_gap_low[0]) = __pyx_v_f_back_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1602 + * if f_back_low < f_low: + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low # <<<<<<<<<<<<<< + * num_gaps = 1 + * gap_start = 0 + */ + (__pyx_v_f_gap_high[0]) = __pyx_v_f_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1603 + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low + * num_gaps = 1 # <<<<<<<<<<<<<< + * gap_start = 0 + * phrase_len = phrase_len+1 + */ + __pyx_v_num_gaps = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1604 + * f_gap_high[0] = f_low + * num_gaps = 1 + * gap_start = 0 # <<<<<<<<<<<<<< + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + */ + __pyx_v_gap_start = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1605 + * num_gaps = 1 + * gap_start = 0 + * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< + * if phrase_len > self.max_length: + * gap_error = 1 + */ + __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1606 + * gap_start = 0 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: # <<<<<<<<<<<<<< + * gap_error = 1 + * if self.tight_phrases: + */ + __pyx_t_9 = ((__pyx_v_phrase_len > __pyx_v_self->max_length) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1607 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + * gap_error = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + */ + __pyx_v_gap_error = 1; + goto __pyx_L36; + } + __pyx_L36:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1608 + * if phrase_len > self.max_length: + * gap_error = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 + */ + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1609 + * gap_error = 1 + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: # <<<<<<<<<<<<<< + * gap_error = 1 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + */ + __pyx_t_9 = (((__pyx_v_f_links_low[__pyx_v_f_back_low]) == -1) != 0); + if (!__pyx_t_9) { + __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) == -1) != 0); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_9; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1610 + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + * else: + */ + __pyx_v_gap_error = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1611 + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" # <<<<<<<<<<<<<< + * else: + * gap_start = 1 + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_135)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_135); + goto __pyx_L38; + } + __pyx_L38:; + goto __pyx_L37; + } + __pyx_L37:; + goto __pyx_L35; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1613 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + * else: + * gap_start = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases and f_links_low[f_low] == -1: + * # this is not a hard error. we can't extract this phrase + */ + __pyx_v_gap_start = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1614 + * else: + * gap_start = 1 + * if self.tight_phrases and f_links_low[f_low] == -1: # <<<<<<<<<<<<<< + * # this is not a hard error. we can't extract this phrase + * # but we still might be able to extract a superphrase + */ + if ((__pyx_v_self->tight_phrases != 0)) { + __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_low]) == -1) != 0); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1617 + * # this is not a hard error. we can't extract this phrase + * # but we still might be able to extract a superphrase + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * for i from 0 <= i < matching.size - 1: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L39; + } + __pyx_L39:; + } + __pyx_L35:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1619 + * met_constraints = 0 + * + * for i from 0 <= i < matching.size - 1: # <<<<<<<<<<<<<< + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + */ + __pyx_t_12 = (__pyx_v_matching->size - 1); + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1620 + * + * for i from 0 <= i < matching.size - 1: + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start # <<<<<<<<<<<<<< + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + * num_gaps = num_gaps + 1 + */ + (__pyx_v_f_gap_low[(1 + __pyx_v_i)]) = (((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1621 + * for i from 0 <= i < matching.size - 1: + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start # <<<<<<<<<<<<<< + * num_gaps = num_gaps + 1 + * + */ + (__pyx_v_f_gap_high[(1 + __pyx_v_i)]) = ((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1622 + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< + * + * if f_high < f_back_high: + */ + __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1624 + * num_gaps = num_gaps + 1 + * + * if f_high < f_back_high: # <<<<<<<<<<<<<< + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high + */ + __pyx_t_9 = ((__pyx_v_f_high < __pyx_v_f_back_high) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1625 + * + * if f_high < f_back_high: + * f_gap_low[gap_start+num_gaps] = f_high # <<<<<<<<<<<<<< + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 + */ + (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_high; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1626 + * if f_high < f_back_high: + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high # <<<<<<<<<<<<<< + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 + */ + (__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_back_high; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1627 + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + */ + __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1628 + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< + * if phrase_len > self.max_length: + * gap_error = 1 + */ + __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1629 + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: # <<<<<<<<<<<<<< + * gap_error = 1 + * if self.tight_phrases: + */ + __pyx_t_9 = ((__pyx_v_phrase_len > __pyx_v_self->max_length) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1630 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + * gap_error = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + */ + __pyx_v_gap_error = 1; + goto __pyx_L43; + } + __pyx_L43:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1631 + * if phrase_len > self.max_length: + * gap_error = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 + */ + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1632 + * gap_error = 1 + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: # <<<<<<<<<<<<<< + * gap_error = 1 + * reason_for_failure = "Inside edges of following subphrase are not tight" + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(__pyx_v_f_back_high - 1)]) == -1) != 0); + if (!__pyx_t_9) { + __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_high]) == -1) != 0); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_t_9; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1633 + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Inside edges of following subphrase are not tight" + * else: + */ + __pyx_v_gap_error = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1634 + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 + * reason_for_failure = "Inside edges of following subphrase are not tight" # <<<<<<<<<<<<<< + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_136)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_136); + goto __pyx_L45; + } + __pyx_L45:; + goto __pyx_L44; + } + __pyx_L44:; + goto __pyx_L42; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1636 + * reason_for_failure = "Inside edges of following subphrase are not tight" + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + if ((__pyx_v_self->tight_phrases != 0)) { + __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_high - 1)]) == -1) != 0); + __pyx_t_9 = __pyx_t_7; + } else { + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1637 + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if gap_error == 0: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L46; + } + __pyx_L46:; + } + __pyx_L42:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1639 + * met_constraints = 0 + * + * if gap_error == 0: # <<<<<<<<<<<<<< + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases + */ + __pyx_t_9 = ((__pyx_v_gap_error == 0) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1640 + * + * if gap_error == 0: + * e_word_count = e_high - e_low # <<<<<<<<<<<<<< + * for i from 0 <= i < num_gaps: # check integrity of subphrases + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], + */ + __pyx_v_e_word_count = (__pyx_v_e_high - __pyx_v_e_low); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1641 + * if gap_error == 0: + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases # <<<<<<<<<<<<<< + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], + * f_links_low, f_links_high, e_links_low, e_links_high, + */ + __pyx_t_2 = __pyx_v_num_gaps; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1642 + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, + */ + __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1642; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1647 + * f_gap_low+gap_start+i, f_gap_high+gap_start+i, + * f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 + */ + __pyx_t_9 = ((((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)]), __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, ((__pyx_v_e_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_e_gap_high + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_high + __pyx_v_gap_start) + __pyx_v_i), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0) == 0) != 0); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1649 + * self.train_max_initial_size, self.train_max_initial_size, + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) + * break + */ + __pyx_v_gap_error = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1650 + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 + * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) # <<<<<<<<<<<<<< + * break + * + */ + __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1650; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + __pyx_t_1 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); 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+ if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1794 + * extracts.append((fphr, phrase2, pair_count, tuple(als3))) + * if (num_gaps < self.max_nonterminals - 1 and + * phrase_len+1 < self.max_length and # <<<<<<<<<<<<<< + * f_back_high == f_high and + * f_back_low == f_low and + */ + __pyx_t_8 = (((__pyx_v_phrase_len + 1) < __pyx_v_self->max_length) != 0); + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1795 + * if (num_gaps < self.max_nonterminals - 1 and + * phrase_len+1 < self.max_length and + * f_back_high == f_high and # <<<<<<<<<<<<<< + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + */ + __pyx_t_18 = ((__pyx_v_f_back_high == __pyx_v_f_high) != 0); + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1796 + * phrase_len+1 < self.max_length and + * f_back_high == f_high and + * f_back_low == f_low and # <<<<<<<<<<<<<< + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and + */ + __pyx_t_9 = ((__pyx_v_f_back_low == __pyx_v_f_low) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1797 + * f_back_high == f_high and + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and + */ + __pyx_t_19 = ((((__pyx_v_f_back_high - __pyx_v_f_back_low) + (2 * __pyx_v_self->train_min_gap_size)) <= __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1798 + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * f_high <= f_sent_len - self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + */ + __pyx_t_20 = ((__pyx_v_f_low >= __pyx_v_self->train_min_gap_size) != 0); + if (__pyx_t_20) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1799 + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and # <<<<<<<<<<<<<< + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + * + */ + __pyx_t_21 = ((__pyx_v_f_high <= (__pyx_v_f_sent_len - __pyx_v_self->train_min_gap_size)) != 0); + if (__pyx_t_21) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1800 + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): # <<<<<<<<<<<<<< + * + * met_constraints = 1 + */ + __pyx_t_22 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); + if (!__pyx_t_22) { + __pyx_t_23 = (((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) != -1) != 0); + if (__pyx_t_23) { + __pyx_t_24 = (((__pyx_v_f_links_low[__pyx_v_f_high]) != -1) != 0); + __pyx_t_25 = __pyx_t_24; + } else { + __pyx_t_25 = __pyx_t_23; + } + __pyx_t_23 = __pyx_t_25; + } else { + __pyx_t_23 = __pyx_t_22; + } + __pyx_t_22 = __pyx_t_23; + } else { + __pyx_t_22 = __pyx_t_21; + } + __pyx_t_21 = __pyx_t_22; + } else { + __pyx_t_21 = __pyx_t_20; + } + __pyx_t_20 = __pyx_t_21; + } else { + __pyx_t_20 = __pyx_t_19; + } + __pyx_t_19 = __pyx_t_20; + } else { + __pyx_t_19 = __pyx_t_9; + } + __pyx_t_9 = __pyx_t_19; + } else { + __pyx_t_9 = __pyx_t_18; + } + __pyx_t_18 = __pyx_t_9; + } else { + __pyx_t_18 = __pyx_t_8; + } + __pyx_t_8 = __pyx_t_18; + } else { + __pyx_t_8 = __pyx_t_7; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1802 + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + * + * met_constraints = 1 # <<<<<<<<<<<<<< + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: + */ + __pyx_v_met_constraints = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1803 + * + * met_constraints = 1 + * f_x_low = f_low-self.train_min_gap_size # <<<<<<<<<<<<<< + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + */ + __pyx_v_f_x_low = (__pyx_v_f_low - __pyx_v_self->train_min_gap_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1804 + * met_constraints = 1 + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: # <<<<<<<<<<<<<< + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 + */ + __pyx_t_8 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1805 + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: # <<<<<<<<<<<<<< + * f_x_low = f_x_low - 1 + * if f_x_low < 0: + */ + while (1) { + __pyx_t_8 = ((__pyx_v_f_x_low >= 0) != 0); + if (__pyx_t_8) { + __pyx_t_7 = (((__pyx_v_f_links_low[__pyx_v_f_x_low]) == -1) != 0); + __pyx_t_18 = __pyx_t_7; + } else { + __pyx_t_18 = __pyx_t_8; + } + if (!__pyx_t_18) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1806 + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 # <<<<<<<<<<<<<< + * if f_x_low < 0: + * met_constraints = 0 + */ + __pyx_v_f_x_low = (__pyx_v_f_x_low - 1); + } + goto __pyx_L95; + } + __pyx_L95:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1807 + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 + * if f_x_low < 0: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_18 = ((__pyx_v_f_x_low < 0) != 0); + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1808 + * f_x_low = f_x_low - 1 + * if f_x_low < 0: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * f_x_high = f_high+self.train_min_gap_size + */ + __pyx_v_met_constraints = 0; + goto __pyx_L98; + } + __pyx_L98:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1810 + * met_constraints = 0 + * + * f_x_high = f_high+self.train_min_gap_size # <<<<<<<<<<<<<< + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + */ + __pyx_v_f_x_high = (__pyx_v_f_high + __pyx_v_self->train_min_gap_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1811 + * + * f_x_high = f_high+self.train_min_gap_size + * if self.tight_phrases: # <<<<<<<<<<<<<< + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + */ + __pyx_t_18 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1812 + * f_x_high = f_high+self.train_min_gap_size + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: # <<<<<<<<<<<<<< + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + */ + while (1) { + __pyx_t_18 = ((__pyx_v_f_x_high <= __pyx_v_f_sent_len) != 0); + if (__pyx_t_18) { + __pyx_t_8 = (((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) == -1) != 0); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_t_18; + } + if (!__pyx_t_7) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1813 + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 # <<<<<<<<<<<<<< + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + * met_constraints = 0 + */ + __pyx_v_f_x_high = (__pyx_v_f_x_high + 1); + } + goto __pyx_L99; + } + __pyx_L99:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1814 + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_7 = ((__pyx_v_f_x_high > __pyx_v_f_sent_len) != 0); + if (!__pyx_t_7) { + __pyx_t_18 = (((__pyx_v_f_x_high - __pyx_v_f_x_low) > __pyx_v_self->train_max_initial_size) != 0); + __pyx_t_8 = __pyx_t_18; + } else { + __pyx_t_8 = __pyx_t_7; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1815 + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if (met_constraints and + */ + __pyx_v_met_constraints = 0; + goto __pyx_L102; + } + __pyx_L102:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1817 + * met_constraints = 0 + * + * if (met_constraints and # <<<<<<<<<<<<<< + * (self.find_fixpoint(f_x_low, f_x_high, + * f_links_low, f_links_high, e_links_low, e_links_high, + */ + if ((__pyx_v_met_constraints != 0)) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1818 + * + * if (met_constraints and + * (self.find_fixpoint(f_x_low, f_x_high, # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + */ + __pyx_t_1 = PyInt_FromLong(__pyx_v_f_x_high); 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{__Pyx_NAMESTR("get_all_nodes_isteps_away"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reachable"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_17reachable, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("shortest"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_19shortest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_next_states"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_21get_next_states, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("input"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_23input, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_23HieroCachingRuleFactory_22input)}, + {__Pyx_NAMESTR("add_instance"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_26add_instance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("form_rule"), 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__pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *p = (struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_lattice); + p->__pyx_v_lattice = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_9_decode_sentence[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_9_decode_sentence = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_9_decode_sentence"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_9_decode_sentence, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 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(e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct_12_genexpr(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_word); + p->__pyx_v_word = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_12_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_12_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_12_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr), /*tp_basicsize*/ + 0, 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__pyx_obj_3_sa___pyx_scope_struct_28___str__ *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_feat); + p->__pyx_v_feat = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_29_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_29_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_29_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_29_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_29_genexpr, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_29_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_29_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa___pyx_scope_struct_29_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_IntList __pyx_vtable_3_sa_IntList; + +static PyObject *__pyx_tp_new_3_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_IntList *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_IntList *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_IntList; + if (unlikely(__pyx_pw_3_sa_7IntList_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_IntList(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_7IntList_15__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_3_sa_IntList(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 int __pyx_mp_ass_subscript_3_sa_IntList(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_3_sa_7IntList_22__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_3_sa_IntList[] = { + {__Pyx_NAMESTR("index"), (PyCFunction)__pyx_pw_3_sa_7IntList_5index, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("partition"), (PyCFunction)__pyx_pw_3_sa_7IntList_7partition, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("_doquicksort"), (PyCFunction)__pyx_pw_3_sa_7IntList_9_doquicksort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sort"), (PyCFunction)__pyx_pw_3_sa_7IntList_11sort, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reset"), (PyCFunction)__pyx_pw_3_sa_7IntList_13reset, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_size"), (PyCFunction)__pyx_pw_3_sa_7IntList_26get_size, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("append"), (PyCFunction)__pyx_pw_3_sa_7IntList_28append, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("extend"), (PyCFunction)__pyx_pw_3_sa_7IntList_30extend, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_3_sa_7IntList_32write, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_3_sa_7IntList_34read, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_IntList = { + __pyx_pw_3_sa_7IntList_24__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_3_sa_IntList, /*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_IntList = { + __pyx_pw_3_sa_7IntList_24__len__, /*mp_length*/ + __pyx_pw_3_sa_7IntList_20__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_3_sa_IntList, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_3_sa_IntList = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.IntList"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_IntList), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_IntList, /*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*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_IntList, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_IntList, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_3_sa_7IntList_3__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_3_sa_7IntList_17__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_IntList, /*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_3_sa_IntList, /*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_3_sa_VEBIterator(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa_VEBIterator(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_3_sa_VEBIterator[] = { + {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_3_sa_11VEBIterator_1__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_VEBIterator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.VEBIterator"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_VEBIterator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_VEBIterator, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|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*/ + __pyx_pw_3_sa_11VEBIterator_1__next__, /*tp_iternext*/ + __pyx_methods_3_sa_VEBIterator, /*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_3_sa_VEBIterator, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_BiLex __pyx_vtable_3_sa_BiLex; + +static PyObject *__pyx_tp_new_3_sa_BiLex(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_BiLex *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_BiLex *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_BiLex; + p->col1 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + p->col2 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + p->f_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->e_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->id2eword = Py_None; Py_INCREF(Py_None); + p->id2fword = Py_None; Py_INCREF(Py_None); + p->eword2id = Py_None; Py_INCREF(Py_None); + p->fword2id = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_5BiLex_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_BiLex(PyObject *o) { + struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->col1); + Py_CLEAR(p->col2); + Py_CLEAR(p->f_index); + Py_CLEAR(p->e_index); + Py_CLEAR(p->id2eword); + Py_CLEAR(p->id2fword); + Py_CLEAR(p->eword2id); + Py_CLEAR(p->fword2id); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_BiLex(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o; + if (p->col1) { + e = (*v)(((PyObject*)p->col1), a); if (e) return e; + } + if (p->col2) { + e = (*v)(((PyObject*)p->col2), a); if (e) return e; + } + if (p->f_index) { + e = (*v)(((PyObject*)p->f_index), a); if (e) return e; + } + if (p->e_index) { + e = (*v)(((PyObject*)p->e_index), a); if (e) return e; + } + if (p->id2eword) { + e = (*v)(p->id2eword, a); if (e) return e; + } + if (p->id2fword) { + e = (*v)(p->id2fword, a); if (e) return e; + } + if (p->eword2id) { + e = (*v)(p->eword2id, a); if (e) return e; + } + if (p->fword2id) { + e = (*v)(p->fword2id, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_BiLex(PyObject *o) { + struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o; + PyObject* tmp; + tmp = ((PyObject*)p->col1); + p->col1 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->col2); + p->col2 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->f_index); + p->f_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->e_index); + p->e_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2eword); + p->id2eword = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2fword); + p->id2fword = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eword2id); + p->eword2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fword2id); + p->fword2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_BiLex[] = { + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_5BiLex_3write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_5BiLex_5read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_e_id"), (PyCFunction)__pyx_pw_3_sa_5BiLex_7get_e_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_f_id"), (PyCFunction)__pyx_pw_3_sa_5BiLex_9get_f_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_5BiLex_11read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_5BiLex_13write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_score"), (PyCFunction)__pyx_pw_3_sa_5BiLex_15get_score, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_5BiLex_17write_text, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_5BiLex_16write_text)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_BiLex = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.BiLex"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_BiLex), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_BiLex, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_BiLex, /*tp_traverse*/ + __pyx_tp_clear_3_sa_BiLex, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_BiLex, /*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_3_sa_BiLex, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_VEB __pyx_vtable_3_sa_VEB; + +static PyObject *__pyx_tp_new_3_sa_VEB(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_VEB *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_VEB *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_VEB; + if (unlikely(__pyx_pw_3_sa_3VEB_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_VEB(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_3VEB_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_3_sa_VEB[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_3_sa_3VEB_7insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_3_sa_3VEB_9findsucc, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_VEB = { + __pyx_pw_3_sa_3VEB_11__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + __pyx_pw_3_sa_3VEB_13__contains__, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_VEB = { + __pyx_pw_3_sa_3VEB_11__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_3_sa_VEB = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.VEB"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_VEB), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_VEB, /*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*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_VEB, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_VEB, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_3_sa_3VEB_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_VEB, /*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_3_sa_VEB, /*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 +}; + 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p->__pyx_v_words = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_11_encode_words(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *p = (struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_words); + if ((__pyx_freecount_3_sa___pyx_scope_struct_11_encode_words < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words))) { + __pyx_freelist_3_sa___pyx_scope_struct_11_encode_words[__pyx_freecount_3_sa___pyx_scope_struct_11_encode_words++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_11_encode_words(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *p = (struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *)o; + if (p->__pyx_v_words) { + e = (*v)(p->__pyx_v_words, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct_11_encode_words(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *p = (struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_words); + p->__pyx_v_words = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_11_encode_words[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_11_encode_words = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_11_encode_words"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_11_encode_words, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_11_encode_words, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_11_encode_words, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_11_encode_words, /*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_3_sa___pyx_scope_struct_11_encode_words, /*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_3_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_LCP *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_LCP *)o); + p->sa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + p->lcp = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_3LCP_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_LCP(PyObject *o) { + struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->sa); + Py_CLEAR(p->lcp); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_LCP(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o; + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + if (p->lcp) { + e = (*v)(((PyObject*)p->lcp), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_LCP(PyObject *o) { + struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o; + PyObject* tmp; + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->lcp); + p->lcp = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_LCP[] = { + {__Pyx_NAMESTR("compute_stats"), (PyCFunction)__pyx_pw_3_sa_3LCP_3compute_stats, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_3LCP_2compute_stats)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_LCP = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.LCP"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_LCP), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_LCP, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_LCP, /*tp_traverse*/ + __pyx_tp_clear_3_sa_LCP, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_LCP, /*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_3_sa_LCP, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_DataArray __pyx_vtable_3_sa_DataArray; + +static PyObject *__pyx_tp_new_3_sa_DataArray(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_DataArray *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_DataArray *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_DataArray; + p->word2id = Py_None; Py_INCREF(Py_None); + p->id2word = Py_None; Py_INCREF(Py_None); + p->data = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_id = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_9DataArray_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_DataArray(PyObject *o) { + struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->word2id); + Py_CLEAR(p->id2word); + Py_CLEAR(p->data); + Py_CLEAR(p->sent_id); + Py_CLEAR(p->sent_index); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_DataArray(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o; + if (p->word2id) { + e = (*v)(p->word2id, a); if (e) return e; + } + if (p->id2word) { + e = (*v)(p->id2word, a); if (e) return e; + } + if (p->data) { + e = (*v)(((PyObject*)p->data), a); if (e) return e; + } + if (p->sent_id) { + e = (*v)(((PyObject*)p->sent_id), a); if (e) return e; + } + if (p->sent_index) { + e = (*v)(((PyObject*)p->sent_index), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_DataArray(PyObject *o) { + struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o; + PyObject* tmp; + tmp = ((PyObject*)p->word2id); + p->word2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2word); + p->id2word = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->data); + p->data = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_id); + p->sent_id = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_index); + p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} +static PyObject *__pyx_sq_item_3_sa_DataArray(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_3_sa_9DataArray_word2id(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9DataArray_7word2id_1__get__(o); +} + +static int __pyx_setprop_3_sa_9DataArray_word2id(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9DataArray_7word2id_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9DataArray_7word2id_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_9DataArray_id2word(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9DataArray_7id2word_1__get__(o); +} + +static int __pyx_setprop_3_sa_9DataArray_id2word(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9DataArray_7id2word_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9DataArray_7id2word_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_9DataArray_data(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9DataArray_4data_1__get__(o); +} + +static int __pyx_setprop_3_sa_9DataArray_data(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9DataArray_4data_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9DataArray_4data_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_9DataArray_sent_id(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9DataArray_7sent_id_1__get__(o); +} + +static int __pyx_setprop_3_sa_9DataArray_sent_id(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9DataArray_7sent_id_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9DataArray_7sent_id_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_9DataArray_sent_index(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9DataArray_10sent_index_1__get__(o); +} + +static int __pyx_setprop_3_sa_9DataArray_sent_index(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9DataArray_10sent_index_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9DataArray_10sent_index_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_DataArray[] = { + {__Pyx_NAMESTR("get_sentence_id"), (PyCFunction)__pyx_pw_3_sa_9DataArray_5get_sentence_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_sentence"), (PyCFunction)__pyx_pw_3_sa_9DataArray_7get_sentence, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_id"), (PyCFunction)__pyx_pw_3_sa_9DataArray_9get_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_sentence_bounds"), (PyCFunction)__pyx_pw_3_sa_9DataArray_13get_sentence_bounds, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_9DataArray_15write_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_9DataArray_17read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_bitext"), (PyCFunction)__pyx_pw_3_sa_9DataArray_19read_bitext, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text_data"), (PyCFunction)__pyx_pw_3_sa_9DataArray_21read_text_data, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_23read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_25write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced_handle"), (PyCFunction)__pyx_pw_3_sa_9DataArray_27write_enhanced_handle, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_9DataArray_29write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_DataArray[] = { + {(char *)"word2id", __pyx_getprop_3_sa_9DataArray_word2id, __pyx_setprop_3_sa_9DataArray_word2id, 0, 0}, + {(char *)"id2word", __pyx_getprop_3_sa_9DataArray_id2word, __pyx_setprop_3_sa_9DataArray_id2word, 0, 0}, + {(char *)"data", __pyx_getprop_3_sa_9DataArray_data, __pyx_setprop_3_sa_9DataArray_data, 0, 0}, + {(char *)"sent_id", __pyx_getprop_3_sa_9DataArray_sent_id, __pyx_setprop_3_sa_9DataArray_sent_id, 0, 0}, + {(char *)"sent_index", __pyx_getprop_3_sa_9DataArray_sent_index, __pyx_setprop_3_sa_9DataArray_sent_index, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_DataArray = { + __pyx_pw_3_sa_9DataArray_3__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_3_sa_DataArray, /*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_DataArray = { + __pyx_pw_3_sa_9DataArray_3__len__, /*mp_length*/ + __pyx_pw_3_sa_9DataArray_11__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_3_sa_DataArray = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.DataArray"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_DataArray), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_DataArray, /*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*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_DataArray, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_DataArray, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_DataArray, /*tp_traverse*/ + __pyx_tp_clear_3_sa_DataArray, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_DataArray, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_3_sa_DataArray, /*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_3_sa_DataArray, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, 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*)o; + if (p->precomputed_index) { + e = (*v)(p->precomputed_index, a); if (e) return e; + } + if (p->precomputed_collocations) { + e = (*v)(p->precomputed_collocations, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Precomputation(PyObject *o) { + struct __pyx_obj_3_sa_Precomputation *p = (struct __pyx_obj_3_sa_Precomputation *)o; + PyObject* tmp; + tmp = ((PyObject*)p->precomputed_index); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_collocations); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_Precomputation[] = { + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_14Precomputation_3read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_14Precomputation_5write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("precompute"), 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Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_3_sa___pyx_scope_struct_18_alignments < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments))) { + __pyx_freelist_3_sa___pyx_scope_struct_18_alignments[__pyx_freecount_3_sa___pyx_scope_struct_18_alignments++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_18_alignments(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *p = (struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *)o; + if (p->__pyx_v_point) { + e = (*v)(p->__pyx_v_point, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int 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memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_sym = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_14_genexpr(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_sym); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_3_sa___pyx_scope_struct_14_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr))) { + __pyx_freelist_3_sa___pyx_scope_struct_14_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_14_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_14_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_sym) { + e = (*v)(p->__pyx_v_sym, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct_14_genexpr(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sym); + p->__pyx_v_sym = Py_None; 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Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_14_genexpr, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_14_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_14_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa___pyx_scope_struct_14_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_SuffixArray __pyx_vtable_3_sa_SuffixArray; + +static PyObject *__pyx_tp_new_3_sa_SuffixArray(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_SuffixArray *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_SuffixArray *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_SuffixArray; + p->darray = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->ha = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_11SuffixArray_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_SuffixArray(PyObject *o) { + struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->darray); + Py_CLEAR(p->sa); + Py_CLEAR(p->ha); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_SuffixArray(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o; + if (p->darray) { + e = (*v)(((PyObject*)p->darray), a); if (e) return e; + } + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + if (p->ha) { + e = (*v)(((PyObject*)p->ha), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_SuffixArray(PyObject *o) { + struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o; + PyObject* tmp; + tmp = ((PyObject*)p->darray); + p->darray = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->ha); + p->ha = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} +static PyObject *__pyx_sq_item_3_sa_SuffixArray(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyMethodDef __pyx_methods_3_sa_SuffixArray[] = { + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_5read_text, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_11SuffixArray_4read_text)}, + {__Pyx_NAMESTR("q3sort"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_7q3sort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_11SuffixArray_6q3sort)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_9write_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_11read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_13write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_15write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("lookup"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_17lookup, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_SuffixArray = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_3_sa_SuffixArray, /*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_SuffixArray = { + 0, /*mp_length*/ + __pyx_pw_3_sa_11SuffixArray_3__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_3_sa_SuffixArray = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.SuffixArray"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_SuffixArray), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_SuffixArray, /*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*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_SuffixArray, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SuffixArray, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_SuffixArray, /*tp_traverse*/ + __pyx_tp_clear_3_sa_SuffixArray, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_SuffixArray, /*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_3_sa_SuffixArray, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *__pyx_freelist_3_sa___pyx_scope_struct_16___str__[8]; +static int __pyx_freecount_3_sa___pyx_scope_struct_16___str__ = 0; + +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_16___str__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *p; + PyObject *o; + if (likely((__pyx_freecount_3_sa___pyx_scope_struct_16___str__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_16___str__)))) { + o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_16___str__[--__pyx_freecount_3_sa___pyx_scope_struct_16___str__]; + memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_16___str__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_16___str__(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_3_sa___pyx_scope_struct_16___str__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_16___str__))) { + __pyx_freelist_3_sa___pyx_scope_struct_16___str__[__pyx_freecount_3_sa___pyx_scope_struct_16___str__++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_16___str__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct_16___str__(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_3_sa_Rule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_16___str__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_16___str__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_16___str__"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_16___str__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_16___str__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_16___str__, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_16___str__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_16___str__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa___pyx_scope_struct_16___str__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_Alphabet __pyx_vtable_3_sa_Alphabet; + +static PyObject *__pyx_tp_new_3_sa_Alphabet(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa_Alphabet *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_Alphabet *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_Alphabet; + p->terminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + p->nonterminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_8Alphabet_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_Alphabet(PyObject *o) { + struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o; + PyObject_GC_UnTrack(o); + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_8Alphabet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(p->terminals); + Py_CLEAR(p->nonterminals); + Py_CLEAR(p->id2sym); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_Alphabet(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o; + if (p->terminals) { + e = (*v)(((PyObject*)p->terminals), a); if (e) return e; + } + if (p->nonterminals) { + e = (*v)(((PyObject*)p->nonterminals), a); if (e) return e; + } + if (p->id2sym) { + e = (*v)(p->id2sym, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Alphabet(PyObject *o) { + struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o; + PyObject* tmp; + tmp = ((PyObject*)p->terminals); + p->terminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->nonterminals); + p->nonterminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2sym); + p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_3_sa_8Alphabet_terminals(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_8Alphabet_9terminals_1__get__(o); +} + +static PyObject *__pyx_getprop_3_sa_8Alphabet_nonterminals(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_8Alphabet_12nonterminals_1__get__(o); +} + +static PyMethodDef __pyx_methods_3_sa_Alphabet[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_Alphabet[] = { + {(char *)"terminals", __pyx_getprop_3_sa_8Alphabet_terminals, 0, 0, 0}, + {(char *)"nonterminals", __pyx_getprop_3_sa_8Alphabet_nonterminals, 0, 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p->__pyx_v_prefix = 0; + p->__pyx_v_reachable_buffer = 0; + p->__pyx_v_sa_range = 0; + p->__pyx_v_sample = 0; + p->__pyx_v_scores = 0; + p->__pyx_v_seen_phrases = 0; + p->__pyx_v_self = 0; + p->__pyx_v_spanlen = 0; + p->__pyx_v_stop_time = 0; + p->__pyx_v_suffix_link = 0; + p->__pyx_v_suffix_link_xcat_index = 0; + p->__pyx_v_word_id = 0; + p->__pyx_v_xcat_index = 0; + p->__pyx_v_xnode = 0; + p->__pyx_v_xroot = 0; + p->__pyx_t_3 = 0; + p->__pyx_t_4 = 0; + p->__pyx_t_5 = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_19_input(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_19_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_19_input *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_alignment); + Py_CLEAR(p->__pyx_v_als); + Py_CLEAR(p->__pyx_v_alslist); + Py_CLEAR(p->__pyx_v_chunklen); + Py_CLEAR(p->__pyx_v_count); + Py_CLEAR(p->__pyx_v_e); + Py_CLEAR(p->__pyx_v_elist); + Py_CLEAR(p->__pyx_v_extract); + Py_CLEAR(p->__pyx_v_extract_start); + Py_CLEAR(p->__pyx_v_extract_stop); + Py_CLEAR(p->__pyx_v_extracts); + Py_CLEAR(p->__pyx_v_f); + Py_CLEAR(p->__pyx_v_f_syms); + Py_CLEAR(p->__pyx_v_fcount); + Py_CLEAR(p->__pyx_v_fphrases); + Py_CLEAR(p->__pyx_v_frontier); + Py_CLEAR(p->__pyx_v_frontier_nodes); + Py_CLEAR(p->__pyx_v_fwords); + Py_CLEAR(p->__pyx_v_genexpr); + Py_CLEAR(p->__pyx_v_hiero_phrase); + Py_CLEAR(p->__pyx_v_input_match); + Py_CLEAR(p->__pyx_v_intersect_start_time); + Py_CLEAR(p->__pyx_v_intersect_stop_time); + Py_CLEAR(p->__pyx_v_is_shadow_path); + Py_CLEAR(p->__pyx_v_key); + Py_CLEAR(p->__pyx_v_lex_i); + Py_CLEAR(p->__pyx_v_lex_j); + Py_CLEAR(p->__pyx_v_loc); + Py_CLEAR(p->__pyx_v_locs); + Py_CLEAR(p->__pyx_v_max_locs); + Py_CLEAR(p->__pyx_v_meta); + Py_CLEAR(p->__pyx_v_new_frontier); + Py_CLEAR(p->__pyx_v_new_node); + Py_CLEAR(p->__pyx_v_next_states); + Py_CLEAR(p->__pyx_v_node); + Py_CLEAR(p->__pyx_v_nodes_isteps_away_buffer); + Py_CLEAR(p->__pyx_v_pathlen); + Py_CLEAR(p->__pyx_v_phrase); + Py_CLEAR(p->__pyx_v_phrase_location); + Py_CLEAR(p->__pyx_v_prefix); + Py_CLEAR(p->__pyx_v_reachable_buffer); + Py_CLEAR(p->__pyx_v_sa_range); + Py_CLEAR(p->__pyx_v_sample); + Py_CLEAR(p->__pyx_v_scores); + Py_CLEAR(p->__pyx_v_seen_phrases); + Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_v_spanlen); + Py_CLEAR(p->__pyx_v_stop_time); + Py_CLEAR(p->__pyx_v_suffix_link); + Py_CLEAR(p->__pyx_v_suffix_link_xcat_index); + Py_CLEAR(p->__pyx_v_word_id); + Py_CLEAR(p->__pyx_v_xcat_index); + Py_CLEAR(p->__pyx_v_xnode); + Py_CLEAR(p->__pyx_v_xroot); + Py_CLEAR(p->__pyx_t_3); + Py_CLEAR(p->__pyx_t_4); + Py_CLEAR(p->__pyx_t_5); + if ((__pyx_freecount_3_sa___pyx_scope_struct_19_input < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_19_input))) { + __pyx_freelist_3_sa___pyx_scope_struct_19_input[__pyx_freecount_3_sa___pyx_scope_struct_19_input++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_19_input *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_19_input(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_19_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_19_input *)o; + if (p->__pyx_v_alignment) { + e = (*v)(p->__pyx_v_alignment, a); if (e) return e; + } + if (p->__pyx_v_als) { + e = (*v)(p->__pyx_v_als, a); if (e) return e; + } + if (p->__pyx_v_alslist) { + e = (*v)(p->__pyx_v_alslist, a); if (e) return e; + } + if (p->__pyx_v_chunklen) { + e = (*v)(((PyObject*)p->__pyx_v_chunklen), a); if (e) return e; + } + if (p->__pyx_v_count) { + e = (*v)(p->__pyx_v_count, a); if (e) return e; + } + if (p->__pyx_v_e) { + e = (*v)(p->__pyx_v_e, a); if (e) return e; + } + if (p->__pyx_v_elist) { + e = (*v)(p->__pyx_v_elist, a); if (e) return e; + } + if (p->__pyx_v_extract) { + e = (*v)(p->__pyx_v_extract, a); if (e) return e; + } + if (p->__pyx_v_extract_start) { + e = (*v)(p->__pyx_v_extract_start, a); if (e) return e; + } + if (p->__pyx_v_extract_stop) { + e = (*v)(p->__pyx_v_extract_stop, a); if (e) return e; + } + if (p->__pyx_v_extracts) { + e = (*v)(p->__pyx_v_extracts, a); if (e) return e; + } + if (p->__pyx_v_f) { + e = (*v)(p->__pyx_v_f, a); if (e) return e; + } + if (p->__pyx_v_f_syms) { + e = (*v)(p->__pyx_v_f_syms, a); if (e) return e; + } + if (p->__pyx_v_fcount) { + e = (*v)(p->__pyx_v_fcount, a); if (e) return e; + } + if (p->__pyx_v_fphrases) { + e = (*v)(p->__pyx_v_fphrases, a); if (e) return e; + } + if (p->__pyx_v_frontier) { + e = (*v)(p->__pyx_v_frontier, a); if (e) return e; + } + if (p->__pyx_v_frontier_nodes) { + e = (*v)(p->__pyx_v_frontier_nodes, a); if (e) return e; + } + if (p->__pyx_v_fwords) { + e = (*v)(p->__pyx_v_fwords, a); if (e) return e; + } + if (p->__pyx_v_genexpr) { + e = (*v)(p->__pyx_v_genexpr, a); if (e) return e; + } + if (p->__pyx_v_hiero_phrase) { + e = (*v)(((PyObject*)p->__pyx_v_hiero_phrase), a); if (e) return e; + } + if (p->__pyx_v_input_match) { + e = (*v)(p->__pyx_v_input_match, a); if (e) return e; + } + if (p->__pyx_v_intersect_start_time) { + e = (*v)(p->__pyx_v_intersect_start_time, a); if (e) return e; + } + if (p->__pyx_v_intersect_stop_time) { + e = (*v)(p->__pyx_v_intersect_stop_time, a); if (e) return e; + } + if (p->__pyx_v_is_shadow_path) { + e = (*v)(p->__pyx_v_is_shadow_path, a); if (e) return e; + } + if (p->__pyx_v_key) { + e = (*v)(p->__pyx_v_key, a); if (e) return e; + } + if (p->__pyx_v_lex_i) { + e = (*v)(p->__pyx_v_lex_i, a); if (e) return e; + } + if (p->__pyx_v_lex_j) { + e = (*v)(p->__pyx_v_lex_j, a); if (e) return e; + } + if (p->__pyx_v_loc) { + e = (*v)(p->__pyx_v_loc, a); if (e) return e; + } + if (p->__pyx_v_locs) { + e = (*v)(p->__pyx_v_locs, a); if (e) return e; + } + if (p->__pyx_v_max_locs) { + e = (*v)(p->__pyx_v_max_locs, a); if (e) return e; + } + if (p->__pyx_v_meta) { + e = (*v)(p->__pyx_v_meta, a); if (e) return e; + } + if (p->__pyx_v_new_frontier) { + e = (*v)(p->__pyx_v_new_frontier, a); if (e) return e; + } + if (p->__pyx_v_new_node) { + e = (*v)(p->__pyx_v_new_node, a); if (e) return e; + } + if (p->__pyx_v_next_states) { + e = (*v)(p->__pyx_v_next_states, a); if (e) return e; + } + if (p->__pyx_v_node) { + e = (*v)(p->__pyx_v_node, a); if (e) return e; + } + if (p->__pyx_v_nodes_isteps_away_buffer) { + e = (*v)(p->__pyx_v_nodes_isteps_away_buffer, a); if (e) return e; + } + if (p->__pyx_v_pathlen) { + e = (*v)(p->__pyx_v_pathlen, a); if (e) return e; + } + if (p->__pyx_v_phrase) { + e = (*v)(p->__pyx_v_phrase, a); if (e) return e; + } + if (p->__pyx_v_phrase_location) { + e = (*v)(((PyObject*)p->__pyx_v_phrase_location), a); if (e) return e; + } + if (p->__pyx_v_prefix) { + e = (*v)(p->__pyx_v_prefix, a); if (e) return e; + } + if (p->__pyx_v_reachable_buffer) { + e = (*v)(p->__pyx_v_reachable_buffer, a); if (e) return e; + } + if (p->__pyx_v_sa_range) { + e = (*v)(p->__pyx_v_sa_range, a); if (e) return e; + } + if (p->__pyx_v_sample) { + e = (*v)(((PyObject*)p->__pyx_v_sample), a); if (e) return e; + } + if (p->__pyx_v_scores) { + e = (*v)(((PyObject*)p->__pyx_v_scores), a); if (e) return e; + } + if (p->__pyx_v_seen_phrases) { + e = (*v)(p->__pyx_v_seen_phrases, 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_spanlen) { + e = (*v)(p->__pyx_v_spanlen, a); if (e) return e; + } + if (p->__pyx_v_stop_time) { + e = (*v)(p->__pyx_v_stop_time, a); if (e) return e; + } + if (p->__pyx_v_suffix_link) { + e = (*v)(p->__pyx_v_suffix_link, a); if (e) return e; + } + if (p->__pyx_v_suffix_link_xcat_index) { + e = (*v)(p->__pyx_v_suffix_link_xcat_index, a); if (e) return e; + } + if (p->__pyx_v_word_id) { + e = (*v)(p->__pyx_v_word_id, a); if (e) return e; + } + if (p->__pyx_v_xcat_index) { + e = (*v)(p->__pyx_v_xcat_index, a); if (e) return e; + } + if (p->__pyx_v_xnode) { + e = (*v)(p->__pyx_v_xnode, a); if (e) return e; + } + if (p->__pyx_v_xroot) { 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((PyObject*)p->__pyx_v_count); + p->__pyx_v_count = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_e); + p->__pyx_v_e = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_elist); + p->__pyx_v_elist = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract); + p->__pyx_v_extract = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract_start); + p->__pyx_v_extract_start = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract_stop); + p->__pyx_v_extract_stop = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extracts); + p->__pyx_v_extracts = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f); + p->__pyx_v_f = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_syms); + p->__pyx_v_f_syms = ((PyObject*)Py_None); Py_INCREF(Py_None); + 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(p->sent_index) { + e = (*v)(((PyObject*)p->sent_index), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Alignment(PyObject *o) { + struct __pyx_obj_3_sa_Alignment *p = (struct __pyx_obj_3_sa_Alignment *)o; + PyObject* tmp; + tmp = ((PyObject*)p->links); + p->links = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_index); + p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_Alignment[] = { + {__Pyx_NAMESTR("unlink"), (PyCFunction)__pyx_pw_3_sa_9Alignment_1unlink, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_9Alignment_unlink)}, + {__Pyx_NAMESTR("get_sent_links"), (PyCFunction)__pyx_pw_3_sa_9Alignment_3get_sent_links, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_9Alignment_7read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), 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/*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_BitSet(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + if (unlikely(__pyx_pw_3_sa_6BitSet_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_BitSet(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_6BitSet_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_3_sa_BitSet[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_3_sa_6BitSet_7insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_3_sa_6BitSet_9findsucc, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("min"), (PyCFunction)__pyx_pw_3_sa_6BitSet_13min, 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/*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_Sampler *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_Sampler *)o); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_7Sampler_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_Sampler(PyObject *o) { + struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->sa); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_Sampler(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o; + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Sampler(PyObject *o) { + struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o; + PyObject* tmp; + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_Sampler[] = { + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_3_sa_7Sampler_3sample, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_7Sampler_2sample)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_Sampler = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.Sampler"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_Sampler), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_Sampler, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + __Pyx_DOCSTR("A Sampler implements a logic for choosing\n samples from a population range"), /*tp_doc*/ + __pyx_tp_traverse_3_sa_Sampler, /*tp_traverse*/ + __pyx_tp_clear_3_sa_Sampler, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_Sampler, /*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_3_sa_Sampler, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_StringMap __pyx_vtable_3_sa_StringMap; + +static PyObject *__pyx_tp_new_3_sa_StringMap(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa_StringMap *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_StringMap *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_StringMap; + if (unlikely(__pyx_pw_3_sa_9StringMap_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_StringMap(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_9StringMap_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_3_sa_StringMap[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_StringMap = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.StringMap"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_StringMap), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_StringMap, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|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_3_sa_StringMap, /*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_3_sa_StringMap, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *__pyx_freelist_3_sa___pyx_scope_struct_26_get_f_phrases[8]; +static int __pyx_freecount_3_sa___pyx_scope_struct_26_get_f_phrases = 0; + +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_26_get_f_phrases(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *p; + PyObject *o; + if (likely((__pyx_freecount_3_sa___pyx_scope_struct_26_get_f_phrases > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases)))) { + o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_26_get_f_phrases[--__pyx_freecount_3_sa___pyx_scope_struct_26_get_f_phrases]; + memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *)o); + p->__pyx_v_extract = 0; + p->__pyx_v_f_len = 0; + p->__pyx_v_f_words = 0; + p->__pyx_v_phrases = 0; + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_26_get_f_phrases(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *p = (struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_extract); + Py_CLEAR(p->__pyx_v_f_len); + Py_CLEAR(p->__pyx_v_f_words); + Py_CLEAR(p->__pyx_v_phrases); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_3_sa___pyx_scope_struct_26_get_f_phrases < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases))) { + __pyx_freelist_3_sa___pyx_scope_struct_26_get_f_phrases[__pyx_freecount_3_sa___pyx_scope_struct_26_get_f_phrases++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_26_get_f_phrases(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *p = (struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *)o; + if (p->__pyx_v_extract) { + e = (*v)(p->__pyx_v_extract, a); if (e) return e; + } + if (p->__pyx_v_f_len) { + e = (*v)(p->__pyx_v_f_len, a); if (e) return e; + } + if (p->__pyx_v_f_words) { + e = (*v)(p->__pyx_v_f_words, a); if (e) return e; + } + if (p->__pyx_v_phrases) { + e = (*v)(p->__pyx_v_phrases, 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_3_sa___pyx_scope_struct_26_get_f_phrases(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *p = (struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_extract); + p->__pyx_v_extract = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_len); + p->__pyx_v_f_len = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_words); + p->__pyx_v_f_words = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_phrases); + p->__pyx_v_phrases = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_26_get_f_phrases[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_26_get_f_phrases = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_26_get_f_phrases"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_26_get_f_phrases, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_26_get_f_phrases, /*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_3_sa___pyx_scope_struct_26_get_f_phrases, /*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_3_sa_TrieNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa_TrieNode *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_TrieNode *)o); + p->children = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_8TrieNode_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_TrieNode(PyObject *o) { + struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->children); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_TrieNode(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o; + if (p->children) { + e = (*v)(p->children, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_TrieNode(PyObject *o) { + struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o; + PyObject* tmp; + tmp = ((PyObject*)p->children); + p->children = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_3_sa_8TrieNode_children(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_8TrieNode_8children_1__get__(o); +} + +static int __pyx_setprop_3_sa_8TrieNode_children(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_8TrieNode_8children_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_8TrieNode_8children_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_TrieNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_TrieNode[] = { + {(char *)"children", __pyx_getprop_3_sa_8TrieNode_children, __pyx_setprop_3_sa_8TrieNode_children, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_TrieNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.TrieNode"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_TrieNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_TrieNode, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_TrieNode, /*tp_traverse*/ + __pyx_tp_clear_3_sa_TrieNode, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_TrieNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_3_sa_TrieNode, /*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_3_sa_TrieNode, /*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_3_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_ExtendedTrieNode *p; + PyObject *o = __pyx_tp_new_3_sa_TrieNode(t, a, k); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_ExtendedTrieNode *)o); + p->phrase = Py_None; Py_INCREF(Py_None); + p->phrase_location = Py_None; Py_INCREF(Py_None); + p->suffix_link = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_16ExtendedTrieNode_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_ExtendedTrieNode(PyObject *o) { + struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->phrase); + Py_CLEAR(p->phrase_location); + Py_CLEAR(p->suffix_link); + PyObject_GC_Track(o); + __pyx_tp_dealloc_3_sa_TrieNode(o); +} + +static int __pyx_tp_traverse_3_sa_ExtendedTrieNode(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o; + e = __pyx_tp_traverse_3_sa_TrieNode(o, v, a); if (e) return e; + if (p->phrase) { + e = (*v)(p->phrase, a); if (e) return e; + } + if (p->phrase_location) { + e = (*v)(p->phrase_location, a); if (e) return e; + } + if (p->suffix_link) { + e = (*v)(p->suffix_link, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_ExtendedTrieNode(PyObject *o) { + struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o; + PyObject* tmp; + __pyx_tp_clear_3_sa_TrieNode(o); + tmp = ((PyObject*)p->phrase); + p->phrase = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->phrase_location); + p->phrase_location = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->suffix_link); + p->suffix_link = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_phrase(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_1__get__(o); +} + +static int __pyx_setprop_3_sa_16ExtendedTrieNode_phrase(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_phrase_location(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_1__get__(o); +} + +static int __pyx_setprop_3_sa_16ExtendedTrieNode_phrase_location(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_suffix_link(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_1__get__(o); +} + +static int __pyx_setprop_3_sa_16ExtendedTrieNode_suffix_link(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_ExtendedTrieNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_ExtendedTrieNode[] = { + {(char *)"phrase", __pyx_getprop_3_sa_16ExtendedTrieNode_phrase, __pyx_setprop_3_sa_16ExtendedTrieNode_phrase, 0, 0}, + {(char *)"phrase_location", __pyx_getprop_3_sa_16ExtendedTrieNode_phrase_location, __pyx_setprop_3_sa_16ExtendedTrieNode_phrase_location, 0, 0}, + {(char *)"suffix_link", __pyx_getprop_3_sa_16ExtendedTrieNode_suffix_link, __pyx_setprop_3_sa_16ExtendedTrieNode_suffix_link, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_ExtendedTrieNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.ExtendedTrieNode"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_ExtendedTrieNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_ExtendedTrieNode, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_ExtendedTrieNode, /*tp_traverse*/ + __pyx_tp_clear_3_sa_ExtendedTrieNode, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_ExtendedTrieNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_3_sa_ExtendedTrieNode, /*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_3_sa_ExtendedTrieNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_TrieMap __pyx_vtable_3_sa_TrieMap; + +static PyObject *__pyx_tp_new_3_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_TrieMap *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_TrieMap *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_TrieMap; + if (unlikely(__pyx_pw_3_sa_7TrieMap_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + 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__pyx_obj_3_sa___pyx_scope_struct_8_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_8_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_arc) { + e = (*v)(p->__pyx_v_arc, a); if (e) return e; + } + if (p->__pyx_v_dist) { + e = (*v)(p->__pyx_v_dist, a); if (e) return e; + } + if (p->__pyx_v_node) { + e = (*v)(p->__pyx_v_node, a); if (e) return e; + } + if (p->__pyx_v_sym) { + e = (*v)(p->__pyx_v_sym, a); if (e) return e; + } + if (p->__pyx_v_weight) { + e = (*v)(p->__pyx_v_weight, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + if (p->__pyx_t_3) { + e = (*v)(p->__pyx_t_3, a); if (e) return e; + } + if (p->__pyx_t_4) { + e = 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p->__pyx_v_words = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_4_make_lattice(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *p = (struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_word_ids); + Py_CLEAR(p->__pyx_v_words); + if ((__pyx_freecount_3_sa___pyx_scope_struct_4_make_lattice < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice))) { + __pyx_freelist_3_sa___pyx_scope_struct_4_make_lattice[__pyx_freecount_3_sa___pyx_scope_struct_4_make_lattice++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_4_make_lattice(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *p = (struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *)o; + if (p->__pyx_v_word_ids) { 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__pyx_tp_dealloc_3_sa___pyx_scope_struct_4_make_lattice, /*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_4_make_lattice, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_4_make_lattice, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_4_make_lattice, /*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_3_sa___pyx_scope_struct_4_make_lattice, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_Phrase __pyx_vtable_3_sa_Phrase; + +static PyObject *__pyx_tp_new_3_sa_Phrase(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_Phrase *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_Phrase *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_Phrase; + if (unlikely(__pyx_pw_3_sa_6Phrase_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_Phrase(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_6Phrase_3__dealloc__(o); + if 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__pyx_pw_3_sa_6Phrase_25__len__, /*mp_length*/ + __pyx_pw_3_sa_6Phrase_27__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_3_sa_Phrase = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.Phrase"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_Phrase), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_Phrase, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_3_sa_6Phrase_21__cmp__, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_Phrase, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Phrase, /*tp_as_mapping*/ + __pyx_pw_3_sa_6Phrase_23__hash__, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_3_sa_6Phrase_5__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, 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return __pyx_pw_3_sa_9TrieTable_4root_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9TrieTable_4root_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_TrieTable[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_TrieTable[] = { + {(char *)"extended", __pyx_getprop_3_sa_9TrieTable_extended, __pyx_setprop_3_sa_9TrieTable_extended, 0, 0}, + {(char *)"count", __pyx_getprop_3_sa_9TrieTable_count, __pyx_setprop_3_sa_9TrieTable_count, 0, 0}, + {(char *)"root", __pyx_getprop_3_sa_9TrieTable_root, __pyx_setprop_3_sa_9TrieTable_root, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_TrieTable = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.TrieTable"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_TrieTable), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_TrieTable, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 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{&__pyx_n_s__old_last_nt, __pyx_k__old_last_nt, sizeof(__pyx_k__old_last_nt), 0, 0, 1, 1}, + {&__pyx_n_s__online, __pyx_k__online, sizeof(__pyx_k__online), 0, 0, 1, 1}, + {&__pyx_n_s__online_ctx_lookup, __pyx_k__online_ctx_lookup, sizeof(__pyx_k__online_ctx_lookup), 0, 0, 1, 1}, + {&__pyx_n_s__open, __pyx_k__open, sizeof(__pyx_k__open), 0, 0, 1, 1}, + {&__pyx_n_s__pad, __pyx_k__pad, sizeof(__pyx_k__pad), 0, 0, 1, 1}, + {&__pyx_n_s__paircount, __pyx_k__paircount, sizeof(__pyx_k__paircount), 0, 0, 1, 1}, + {&__pyx_n_s__partition, __pyx_k__partition, sizeof(__pyx_k__partition), 0, 0, 1, 1}, + {&__pyx_n_s__pathlen, __pyx_k__pathlen, sizeof(__pyx_k__pathlen), 0, 0, 1, 1}, + {&__pyx_n_s__pattern2phrase, __pyx_k__pattern2phrase, sizeof(__pyx_k__pattern2phrase), 0, 0, 1, 1}, + {&__pyx_n_s__pattern2phrase_plus, __pyx_k__pattern2phrase_plus, sizeof(__pyx_k__pattern2phrase_plus), 0, 0, 1, 1}, + {&__pyx_n_s__phrase, __pyx_k__phrase, sizeof(__pyx_k__phrase), 0, 0, 1, 1}, + {&__pyx_n_s__phrase_location, __pyx_k__phrase_location, sizeof(__pyx_k__phrase_location), 0, 0, 1, 1}, + {&__pyx_n_s__plus_links, __pyx_k__plus_links, sizeof(__pyx_k__plus_links), 0, 0, 1, 1}, + {&__pyx_n_s__pop, __pyx_k__pop, sizeof(__pyx_k__pop), 0, 0, 1, 1}, + {&__pyx_n_s__precompute, __pyx_k__precompute, sizeof(__pyx_k__precompute), 0, 0, 1, 1}, + {&__pyx_n_s__precompute_file, __pyx_k__precompute_file, sizeof(__pyx_k__precompute_file), 0, 0, 1, 1}, + {&__pyx_n_s__precompute_rank, __pyx_k__precompute_rank, sizeof(__pyx_k__precompute_rank), 0, 0, 1, 1}, + {&__pyx_n_s__precomputed, __pyx_k__precomputed, sizeof(__pyx_k__precomputed), 0, 0, 1, 1}, + {&__pyx_n_s__q3sort, __pyx_k__q3sort, sizeof(__pyx_k__q3sort), 0, 0, 1, 1}, + {&__pyx_n_s__range, __pyx_k__range, sizeof(__pyx_k__range), 0, 0, 1, 1}, + {&__pyx_n_s__reachable, __pyx_k__reachable, sizeof(__pyx_k__reachable), 0, 0, 1, 1}, + {&__pyx_n_s__reachable_buffer, __pyx_k__reachable_buffer, sizeof(__pyx_k__reachable_buffer), 0, 0, 1, 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sizeof(__pyx_k__syms), 0, 0, 1, 1}, + {&__pyx_n_s__test_sentence, __pyx_k__test_sentence, sizeof(__pyx_k__test_sentence), 0, 0, 1, 1}, + {&__pyx_n_s__throw, __pyx_k__throw, sizeof(__pyx_k__throw), 0, 0, 1, 1}, + {&__pyx_n_s__tight_phrases, __pyx_k__tight_phrases, sizeof(__pyx_k__tight_phrases), 0, 0, 1, 1}, + {&__pyx_n_s__toMap, __pyx_k__toMap, sizeof(__pyx_k__toMap), 0, 0, 1, 1}, + {&__pyx_n_s__train_min_gap_size, __pyx_k__train_min_gap_size, sizeof(__pyx_k__train_min_gap_size), 0, 0, 1, 1}, + {&__pyx_n_s__unlink, __pyx_k__unlink, sizeof(__pyx_k__unlink), 0, 0, 1, 1}, + {&__pyx_n_s__use_baeza_yates, __pyx_k__use_baeza_yates, sizeof(__pyx_k__use_baeza_yates), 0, 0, 1, 1}, + {&__pyx_n_s__use_collocations, __pyx_k__use_collocations, sizeof(__pyx_k__use_collocations), 0, 0, 1, 1}, + {&__pyx_n_s__use_index, __pyx_k__use_index, sizeof(__pyx_k__use_index), 0, 0, 1, 1}, + {&__pyx_n_s__use_sent_id, __pyx_k__use_sent_id, sizeof(__pyx_k__use_sent_id), 0, 0, 1, 1}, + {&__pyx_n_s__value, __pyx_k__value, sizeof(__pyx_k__value), 0, 0, 1, 1}, + {&__pyx_n_s__vec, __pyx_k__vec, sizeof(__pyx_k__vec), 0, 0, 1, 1}, + {&__pyx_n_s__w, __pyx_k__w, sizeof(__pyx_k__w), 0, 0, 1, 1}, + {&__pyx_n_s__warn, __pyx_k__warn, sizeof(__pyx_k__warn), 0, 0, 1, 1}, + {&__pyx_n_s__wc, __pyx_k__wc, sizeof(__pyx_k__wc), 0, 0, 1, 1}, + {&__pyx_n_s__word, __pyx_k__word, sizeof(__pyx_k__word), 0, 0, 1, 1}, + {&__pyx_n_s__word_alignments, __pyx_k__word_alignments, sizeof(__pyx_k__word_alignments), 0, 0, 1, 1}, + {&__pyx_n_s__word_ids, __pyx_k__word_ids, sizeof(__pyx_k__word_ids), 0, 0, 1, 1}, + {&__pyx_n_s__words, __pyx_k__words, sizeof(__pyx_k__words), 0, 0, 1, 1}, + {&__pyx_n_s__write, __pyx_k__write, sizeof(__pyx_k__write), 0, 0, 1, 1}, + {&__pyx_n_s__write_text, __pyx_k__write_text, sizeof(__pyx_k__write_text), 0, 0, 1, 1}, + {&__pyx_n_s__x, __pyx_k__x, sizeof(__pyx_k__x), 0, 0, 1, 1}, + {&__pyx_n_s__y, __pyx_k__y, sizeof(__pyx_k__y), 0, 0, 1, 1}, + {&__pyx_n_s__zip, __pyx_k__zip, sizeof(__pyx_k__zip), 0, 0, 1, 1}, + {0, 0, 0, 0, 0, 0, 0} +}; +static int __Pyx_InitCachedBuiltins(void) { + __pyx_builtin_open = __Pyx_GetBuiltinName(__pyx_n_s__open); if (!__pyx_builtin_open) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s__IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s__ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_map = __Pyx_GetBuiltinName(__pyx_n_s__map); if (!__pyx_builtin_map) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_Exception = __Pyx_GetBuiltinName(__pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_zip = __Pyx_GetBuiltinName(__pyx_n_s__zip); if (!__pyx_builtin_zip) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_StopIteration = __Pyx_GetBuiltinName(__pyx_n_s__StopIteration); if (!__pyx_builtin_StopIteration) {__pyx_filename = __pyx_f[6]; __pyx_lineno 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__Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_65)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":297 + * pattern_rank = {} + * + * logger.info("Precomputing frequent intersections") # <<<<<<<<<<<<<< + * cdef float start_time = monitor_cpu() + * + */ + __pyx_k_tuple_75 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_74)); if (unlikely(!__pyx_k_tuple_75)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_75); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_75)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":314 + * queue = IntList(increment=1000) + * + * logger.info(" Computing inverted indexes...") # <<<<<<<<<<<<<< + * N = len(data) + * for i from 0 <= i < N: + */ + __pyx_k_tuple_77 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_76)); if (unlikely(!__pyx_k_tuple_77)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 314; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_77); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_77)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":329 + * trie_node_data_append(node, i) + * + * logger.info(" Computing collocations...") # <<<<<<<<<<<<<< + * N = len(queue) + * ptr1 = 0 + */ + __pyx_k_tuple_79 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_78)); if (unlikely(!__pyx_k_tuple_79)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_79); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_79)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":393 + * for pattern2 in J_set: + * if len(pattern1) + len(pattern2) + 1 < self.max_length: + * combined_pattern = pattern1 + (-1,) + pattern2 # <<<<<<<<<<<<<< + * J2_set.add(combined_pattern) + * + */ + __pyx_k_tuple_81 = PyTuple_Pack(1, __pyx_int_neg_1); if (unlikely(!__pyx_k_tuple_81)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 393; __pyx_clineno 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__pyx_ptype_3_sa___pyx_scope_struct_12_genexpr = &__pyx_type_3_sa___pyx_scope_struct_12_genexpr; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_29_genexpr) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_29_genexpr = &__pyx_type_3_sa___pyx_scope_struct_29_genexpr; + __pyx_vtabptr_3_sa_IntList = &__pyx_vtable_3_sa_IntList; + __pyx_vtable_3_sa_IntList.set = (void (*)(struct __pyx_obj_3_sa_IntList *, int, int))__pyx_f_3_sa_7IntList_set; + __pyx_vtable_3_sa_IntList._append = (void (*)(struct __pyx_obj_3_sa_IntList *, int))__pyx_f_3_sa_7IntList__append; + __pyx_vtable_3_sa_IntList._extend = (void (*)(struct __pyx_obj_3_sa_IntList *, struct __pyx_obj_3_sa_IntList *))__pyx_f_3_sa_7IntList__extend; + __pyx_vtable_3_sa_IntList._extend_arr = (void (*)(struct __pyx_obj_3_sa_IntList *, int *, int))__pyx_f_3_sa_7IntList__extend_arr; + __pyx_vtable_3_sa_IntList._clear = (void (*)(struct 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PyObject *, PyObject *, FILE *))__pyx_f_3_sa_5BiLex_read_wordlist; + __pyx_vtable_3_sa_BiLex.swap = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, int, int))__pyx_f_3_sa_5BiLex_swap; + __pyx_vtable_3_sa_BiLex.qsort = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, int, int, PyObject *))__pyx_f_3_sa_5BiLex_qsort; + if (PyType_Ready(&__pyx_type_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_BiLex.tp_dict, __pyx_vtabptr_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BiLex", (PyObject *)&__pyx_type_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_BiLex = &__pyx_type_3_sa_BiLex; + __pyx_vtabptr_3_sa_VEB = &__pyx_vtable_3_sa_VEB; + __pyx_vtable_3_sa_VEB._findsucc = (int (*)(struct __pyx_obj_3_sa_VEB *, int))__pyx_f_3_sa_3VEB__findsucc; + __pyx_vtable_3_sa_VEB._insert = (int (*)(struct __pyx_obj_3_sa_VEB *, int))__pyx_f_3_sa_3VEB__insert; + __pyx_vtable_3_sa_VEB._first = (int (*)(struct __pyx_obj_3_sa_VEB *))__pyx_f_3_sa_3VEB__first; + if (PyType_Ready(&__pyx_type_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_VEB.tp_dict, __pyx_vtabptr_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "VEB", (PyObject *)&__pyx_type_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_VEB = &__pyx_type_3_sa_VEB; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_11_encode_words) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_11_encode_words = &__pyx_type_3_sa___pyx_scope_struct_11_encode_words; + if (PyType_Ready(&__pyx_type_3_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "LCP", (PyObject *)&__pyx_type_3_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_LCP = &__pyx_type_3_sa_LCP; + __pyx_vtabptr_3_sa_DataArray = &__pyx_vtable_3_sa_DataArray; + __pyx_vtable_3_sa_DataArray.read_handle = (void (*)(struct __pyx_obj_3_sa_DataArray *, FILE *))__pyx_f_3_sa_9DataArray_read_handle; + __pyx_vtable_3_sa_DataArray.write_handle = (void (*)(struct __pyx_obj_3_sa_DataArray *, FILE *))__pyx_f_3_sa_9DataArray_write_handle; + if (PyType_Ready(&__pyx_type_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_DataArray.tp_dict, __pyx_vtabptr_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "DataArray", (PyObject *)&__pyx_type_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_DataArray = &__pyx_type_3_sa_DataArray; + if (PyType_Ready(&__pyx_type_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BitSetIterator", (PyObject *)&__pyx_type_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_BitSetIterator = &__pyx_type_3_sa_BitSetIterator; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_23_genexpr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_23_genexpr = &__pyx_type_3_sa___pyx_scope_struct_23_genexpr; + __pyx_vtabptr_3_sa_Precomputation = &__pyx_vtable_3_sa_Precomputation; + __pyx_vtable_3_sa_Precomputation.read_map = (PyObject *(*)(struct __pyx_obj_3_sa_Precomputation *, FILE *))__pyx_f_3_sa_14Precomputation_read_map; + __pyx_vtable_3_sa_Precomputation.write_map = (PyObject *(*)(struct __pyx_obj_3_sa_Precomputation *, PyObject *, FILE *))__pyx_f_3_sa_14Precomputation_write_map; + if (PyType_Ready(&__pyx_type_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Precomputation.tp_dict, __pyx_vtabptr_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Precomputation", (PyObject *)&__pyx_type_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Precomputation = &__pyx_type_3_sa_Precomputation; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_18_alignments) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_18_alignments = &__pyx_type_3_sa___pyx_scope_struct_18_alignments; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_14_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_14_genexpr = &__pyx_type_3_sa___pyx_scope_struct_14_genexpr; + __pyx_vtabptr_3_sa_SuffixArray = &__pyx_vtable_3_sa_SuffixArray; + __pyx_vtable_3_sa_SuffixArray.__pyx___search_high = (int (*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___search_high; + __pyx_vtable_3_sa_SuffixArray.__pyx___search_low = (int (*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___search_low; + __pyx_vtable_3_sa_SuffixArray.__pyx___get_range = (PyObject *(*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int, int))__pyx_f_3_sa_11SuffixArray___get_range; + __pyx_vtable_3_sa_SuffixArray.__pyx___lookup_helper = (PyObject *(*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___lookup_helper; + if (PyType_Ready(&__pyx_type_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_SuffixArray.tp_dict, __pyx_vtabptr_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SuffixArray", (PyObject *)&__pyx_type_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_SuffixArray = &__pyx_type_3_sa_SuffixArray; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_16___str__) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_16___str__ = &__pyx_type_3_sa___pyx_scope_struct_16___str__; + __pyx_vtabptr_3_sa_Alphabet = &__pyx_vtable_3_sa_Alphabet; + __pyx_vtable_3_sa_Alphabet.isvar = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_isvar; + __pyx_vtable_3_sa_Alphabet.isword = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_isword; + __pyx_vtable_3_sa_Alphabet.getindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_getindex; + __pyx_vtable_3_sa_Alphabet.setindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int, int))__pyx_f_3_sa_8Alphabet_setindex; + __pyx_vtable_3_sa_Alphabet.clearindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_clearindex; + __pyx_vtable_3_sa_Alphabet.match = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int, int))__pyx_f_3_sa_8Alphabet_match; + __pyx_vtable_3_sa_Alphabet.tocat = (char *(*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_tocat; + __pyx_vtable_3_sa_Alphabet.fromcat = (int (*)(struct __pyx_obj_3_sa_Alphabet *, char *))__pyx_f_3_sa_8Alphabet_fromcat; + __pyx_vtable_3_sa_Alphabet.tostring = (char *(*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_tostring; + __pyx_vtable_3_sa_Alphabet.fromstring = (int (*)(struct __pyx_obj_3_sa_Alphabet *, char *, int))__pyx_f_3_sa_8Alphabet_fromstring; + if (PyType_Ready(&__pyx_type_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Alphabet.tp_dict, __pyx_vtabptr_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Alphabet", (PyObject *)&__pyx_type_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Alphabet = &__pyx_type_3_sa_Alphabet; + if (PyType_Ready(&__pyx_type_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Rule", (PyObject *)&__pyx_type_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Rule = &__pyx_type_3_sa_Rule; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_6_genexpr = &__pyx_type_3_sa___pyx_scope_struct_6_genexpr; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_21_add_instance) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1885; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_21_add_instance = &__pyx_type_3_sa___pyx_scope_struct_21_add_instance; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_2_genexpr) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_2_genexpr = &__pyx_type_3_sa___pyx_scope_struct_2_genexpr; + __pyx_vtabptr_3_sa_PhraseLocation = &__pyx_vtable_3_sa_PhraseLocation; + __pyx_vtable_3_sa_PhraseLocation.contains = (int (*)(struct __pyx_obj_3_sa_PhraseLocation *, int))__pyx_f_3_sa_14PhraseLocation_contains; + if (PyType_Ready(&__pyx_type_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_PhraseLocation.tp_dict, __pyx_vtabptr_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "PhraseLocation", (PyObject 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&__pyx_type_3_sa___pyx_scope_struct_25_genexpr; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_24_fmt_rule) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2120; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_24_fmt_rule = &__pyx_type_3_sa___pyx_scope_struct_24_fmt_rule; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_28___str__) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_28___str__ = &__pyx_type_3_sa___pyx_scope_struct_28___str__; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_1_read_bitext) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_1_read_bitext = &__pyx_type_3_sa___pyx_scope_struct_1_read_bitext; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_13_decode_words) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_13_decode_words = &__pyx_type_3_sa___pyx_scope_struct_13_decode_words; + if (PyType_Ready(&__pyx_type_3_sa_FeatureVector) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "FeatureVector", (PyObject *)&__pyx_type_3_sa_FeatureVector) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_FeatureVector = &__pyx_type_3_sa_FeatureVector; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_7_decode_lattice) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_7_decode_lattice = &__pyx_type_3_sa___pyx_scope_struct_7_decode_lattice; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_19_input) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 973; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_19_input = &__pyx_type_3_sa___pyx_scope_struct_19_input; + __pyx_vtabptr_3_sa_Scorer = &__pyx_vtable_3_sa_Scorer; + __pyx_vtable_3_sa_Scorer.score = (struct __pyx_obj_3_sa_FeatureVector *(*)(struct __pyx_obj_3_sa_Scorer *, PyObject *))__pyx_f_3_sa_6Scorer_score; + if (PyType_Ready(&__pyx_type_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Scorer.tp_dict, __pyx_vtabptr_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Scorer = &__pyx_type_3_sa_Scorer; + __pyx_vtabptr_3_sa_Alignment = &__pyx_vtable_3_sa_Alignment; + __pyx_vtable_3_sa_Alignment.link = (int (*)(struct __pyx_obj_3_sa_Alignment *, int, int))__pyx_f_3_sa_9Alignment_link; + __pyx_vtable_3_sa_Alignment._unlink = (PyObject *(*)(struct __pyx_obj_3_sa_Alignment *, int, int *, int *))__pyx_f_3_sa_9Alignment__unlink; + __pyx_vtable_3_sa_Alignment._get_sent_links = (int *(*)(struct __pyx_obj_3_sa_Alignment *, int, int *))__pyx_f_3_sa_9Alignment__get_sent_links; + if (PyType_Ready(&__pyx_type_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Alignment.tp_dict, __pyx_vtabptr_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Alignment", (PyObject *)&__pyx_type_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Alignment = &__pyx_type_3_sa_Alignment; + if (PyType_Ready(&__pyx_type_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BitSet", (PyObject *)&__pyx_type_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_BitSet = &__pyx_type_3_sa_BitSet; + if (PyType_Ready(&__pyx_type_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Sampler", (PyObject *)&__pyx_type_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Sampler = &__pyx_type_3_sa_Sampler; + __pyx_vtabptr_3_sa_StringMap = &__pyx_vtable_3_sa_StringMap; + __pyx_vtable_3_sa_StringMap.word = (char *(*)(struct __pyx_obj_3_sa_StringMap *, int))__pyx_f_3_sa_9StringMap_word; + __pyx_vtable_3_sa_StringMap.index = (int (*)(struct __pyx_obj_3_sa_StringMap *, char *))__pyx_f_3_sa_9StringMap_index; + if (PyType_Ready(&__pyx_type_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_StringMap.tp_dict, __pyx_vtabptr_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "StringMap", (PyObject *)&__pyx_type_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_StringMap = &__pyx_type_3_sa_StringMap; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_26_get_f_phrases) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2167; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_26_get_f_phrases = &__pyx_type_3_sa___pyx_scope_struct_26_get_f_phrases; + if (PyType_Ready(&__pyx_type_3_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieNode", (PyObject *)&__pyx_type_3_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_TrieNode = &__pyx_type_3_sa_TrieNode; + __pyx_type_3_sa_ExtendedTrieNode.tp_base = __pyx_ptype_3_sa_TrieNode; + if (PyType_Ready(&__pyx_type_3_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "ExtendedTrieNode", (PyObject *)&__pyx_type_3_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_ExtendedTrieNode = &__pyx_type_3_sa_ExtendedTrieNode; + __pyx_vtabptr_3_sa_TrieMap = &__pyx_vtable_3_sa_TrieMap; + __pyx_vtable_3_sa_TrieMap._insert = (struct __pyx_t_3_sa__Trie_Node *(*)(struct __pyx_obj_3_sa_TrieMap *, int *, int))__pyx_f_3_sa_7TrieMap__insert; + __pyx_vtable_3_sa_TrieMap._contains = (struct __pyx_t_3_sa__Trie_Node *(*)(struct __pyx_obj_3_sa_TrieMap *, int *, int))__pyx_f_3_sa_7TrieMap__contains; + if (PyType_Ready(&__pyx_type_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_TrieMap.tp_dict, __pyx_vtabptr_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieMap", (PyObject *)&__pyx_type_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_TrieMap = &__pyx_type_3_sa_TrieMap; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_8_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_8_genexpr = &__pyx_type_3_sa___pyx_scope_struct_8_genexpr; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_4_make_lattice) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_4_make_lattice = &__pyx_type_3_sa___pyx_scope_struct_4_make_lattice; + __pyx_vtabptr_3_sa_Phrase = &__pyx_vtable_3_sa_Phrase; + __pyx_vtable_3_sa_Phrase.chunkpos = (int (*)(struct __pyx_obj_3_sa_Phrase *, int))__pyx_f_3_sa_6Phrase_chunkpos; + __pyx_vtable_3_sa_Phrase.chunklen = (int (*)(struct __pyx_obj_3_sa_Phrase *, int))__pyx_f_3_sa_6Phrase_chunklen; + if (PyType_Ready(&__pyx_type_3_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Phrase.tp_dict, __pyx_vtabptr_3_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if 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*, FILE *))__pyx_f_3_sa_9FloatList_write_handle; + __pyx_vtable_3_sa_FloatList.read_handle = (void (*)(struct __pyx_obj_3_sa_FloatList *, FILE *))__pyx_f_3_sa_9FloatList_read_handle; + if (PyType_Ready(&__pyx_type_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_FloatList.tp_dict, __pyx_vtabptr_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "FloatList", (PyObject *)&__pyx_type_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_FloatList = &__pyx_type_3_sa_FloatList; + /*--- Type import code ---*/ + /*--- Variable import code ---*/ + /*--- Function import code ---*/ + /*--- Execution code ---*/ + + /* "_sa.pyx":1 + * import logging # <<<<<<<<<<<<<< + * import resource + * import gzip + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__logging), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__logging, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":2 + * import logging + * import resource # <<<<<<<<<<<<<< + * import gzip + * + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__resource), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__resource, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":3 + * import logging + * import resource + * import gzip # <<<<<<<<<<<<<< + * + * def monitor_cpu(): + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__gzip), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__gzip, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":5 + * import gzip + * + * def monitor_cpu(): # <<<<<<<<<<<<<< + * return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ + * resource.getrusage(resource.RUSAGE_SELF).ru_stime) + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_1monitor_cpu, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__monitor_cpu, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":9 + * resource.getrusage(resource.RUSAGE_SELF).ru_stime) + * + * def gzip_or_text(char* filename): # <<<<<<<<<<<<<< + * if filename.endswith('.gz'): + * return gzip.GzipFile(filename) + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_3gzip_or_text, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__gzip_or_text, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":15 + * return open(filename) + * + * logger = logging.getLogger('cdec.sa') # <<<<<<<<<<<<<< + * + * include "float_list.pxi" + */ + __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logging); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__getLogger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_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_173), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + if (PyDict_SetItem(__pyx_d, __pyx_n_s__logger, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":8 + * # May need to revisit if things get really tight, though. + * + * cdef int ALIGNMENT_CODE = 1 << 16 # <<<<<<<<<<<<<< + * + * cdef class Alignment: + */ + __pyx_v_3_sa_ALIGNMENT_CODE = 65536; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":54 + * cdef id2eword, id2fword, eword2id, fword2id + * + * def __cinit__(self, from_text=None, from_data=False, from_binary=None, # <<<<<<<<<<<<<< + * earray=None, fsarray=None, alignment=None): + * self.id2eword = [] + */ + __pyx_t_1 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_k_43 = __pyx_t_1; + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":17 + * from libc.string cimport memset + * + * cdef int MIN_BOTTOM_SIZE = 32 # <<<<<<<<<<<<<< + * cdef int MIN_BOTTOM_BITS = 5 + * cdef int LOWER_MASK[32] + */ + __pyx_v_3_sa_MIN_BOTTOM_SIZE = 32; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":18 + * + * cdef int MIN_BOTTOM_SIZE = 32 + * cdef int MIN_BOTTOM_BITS = 5 # <<<<<<<<<<<<<< + * cdef int LOWER_MASK[32] + * + */ + __pyx_v_3_sa_MIN_BOTTOM_BITS = 5; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":28 + * LOWER_MASK[i] = mask + * + * _init_lower_mask() # <<<<<<<<<<<<<< + * + * cdef struct _BitSet: + */ + __pyx_f_3_sa__init_lower_mask(); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":4 + * from libc.stdlib cimport malloc, realloc, strtol + * + * cdef int INDEX_SHIFT = 3 # <<<<<<<<<<<<<< + * cdef int INDEX_MASK = (1<= 3 + "name '%U' is not defined", name); +#else + "name '%s' is not defined", PyString_AS_STRING(name)); +#endif + } + return result; +} + +static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { + PyObject *result; +#if CYTHON_COMPILING_IN_CPYTHON + result = PyDict_GetItem(__pyx_d, name); + if (result) { + Py_INCREF(result); + } else { +#else + result = PyObject_GetItem(__pyx_d, name); + if (!result) { + PyErr_Clear(); +#endif + result = __Pyx_GetBuiltinName(name); + } + return result; +} + +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION >= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AsString(kw_name)); + #endif +} + +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + continue; + } + name = first_kw_arg; + #if PY_MAJOR_VERSION < 3 + if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { + while (*name) { + if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) + && _PyString_Eq(**name, key)) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + if ((**argname == key) || ( + (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) + && _PyString_Eq(**argname, key))) { + goto arg_passed_twice; + } + argname++; + } + } + } else + #endif + if (likely(PyUnicode_Check(key))) { + while (*name) { + int cmp = (**name == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**name, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + int cmp = (**argname == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**argname, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) goto arg_passed_twice; + argname++; + } + } + } else + goto invalid_keyword_type; + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + goto bad; +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 +bad: + return -1; +} + +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%s() takes %s %" CYTHON_FORMAT_SSIZE_T "d positional argument%s (%" CYTHON_FORMAT_SSIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->curexc_type; + tmp_value = tstate->curexc_value; + tmp_tb = tstate->curexc_traceback; + tstate->curexc_type = type; + tstate->curexc_value = value; + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_Restore(type, value, tb); +#endif +} +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(type, value, tb); +#endif +} + +#if PY_MAJOR_VERSION < 3 +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, + CYTHON_UNUSED PyObject *cause) { + Py_XINCREF(type); + if (!value || value == Py_None) + value = NULL; + else + Py_INCREF(value); + if (!tb || tb == Py_None) + tb = NULL; + else { + Py_INCREF(tb); + if (!PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto raise_error; + } + } + #if PY_VERSION_HEX < 0x02050000 + if (PyClass_Check(type)) { + #else + if (PyType_Check(type)) { + #endif +#if CYTHON_COMPILING_IN_PYPY + if (!value) { + Py_INCREF(Py_None); + value = Py_None; + } +#endif + PyErr_NormalizeException(&type, &value, &tb); + } else { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto raise_error; + } + value = type; + #if PY_VERSION_HEX < 0x02050000 + if (PyInstance_Check(type)) { + type = (PyObject*) ((PyInstanceObject*)type)->in_class; + Py_INCREF(type); + } else { + type = 0; + PyErr_SetString(PyExc_TypeError, + "raise: exception must be an old-style class or instance"); + goto raise_error; + } + #else + type = (PyObject*) Py_TYPE(type); + Py_INCREF(type); + if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto raise_error; + } + #endif + } + __Pyx_ErrRestore(type, value, tb); + return; +raise_error: + Py_XDECREF(value); + Py_XDECREF(type); + Py_XDECREF(tb); + return; +} +#else /* Python 3+ */ +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { + PyObject* owned_instance = NULL; + if (tb == Py_None) { + tb = 0; + } else if (tb && !PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto bad; + } + if (value == Py_None) + value = 0; + if (PyExceptionInstance_Check(type)) { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto bad; + } + value = type; + type = (PyObject*) Py_TYPE(value); + } else if (PyExceptionClass_Check(type)) { + PyObject *args; + if (!value) + args = PyTuple_New(0); + else if (PyTuple_Check(value)) { + Py_INCREF(value); + args = value; + } else + args = PyTuple_Pack(1, value); + if (!args) + goto bad; + owned_instance = PyEval_CallObject(type, args); + Py_DECREF(args); + if (!owned_instance) + goto bad; + value = owned_instance; + if (!PyExceptionInstance_Check(value)) { + PyErr_Format(PyExc_TypeError, + "calling %R should have returned an instance of " + "BaseException, not %R", + type, Py_TYPE(value)); + goto bad; + } + } else { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto bad; + } +#if PY_VERSION_HEX >= 0x03030000 + if (cause) { +#else + if (cause && cause != Py_None) { +#endif + PyObject *fixed_cause; + if (cause == Py_None) { + fixed_cause = NULL; + } else if (PyExceptionClass_Check(cause)) { + fixed_cause = PyObject_CallObject(cause, NULL); + if (fixed_cause == NULL) + goto bad; + } else if (PyExceptionInstance_Check(cause)) { + fixed_cause = cause; + Py_INCREF(fixed_cause); + } else { + PyErr_SetString(PyExc_TypeError, + "exception causes must derive from " + "BaseException"); + goto bad; + } + PyException_SetCause(value, fixed_cause); + } + PyErr_SetObject(type, value); + if (tb) { + PyThreadState *tstate = PyThreadState_GET(); + PyObject* tmp_tb = tstate->curexc_traceback; + if (tb != tmp_tb) { + Py_INCREF(tb); + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_tb); + } + } +bad: + Py_XDECREF(owned_instance); + return; +} +#endif + +static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, + CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +} + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings( + PyObject *kwdict, + const char* function_name, + int kw_allowed) +{ + PyObject* key = 0; + Py_ssize_t pos = 0; +#if CPYTHON_COMPILING_IN_PYPY + if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0)) + goto invalid_keyword; + return 1; +#else + while (PyDict_Next(kwdict, &pos, &key, 0)) { + #if PY_MAJOR_VERSION < 3 + if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) + #endif + if (unlikely(!PyUnicode_Check(key))) + 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; +#endif +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 CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (!j) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) { + PyObject *r = PyList_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } + else if (PyTuple_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_item)) { + if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else + return NULL; + } + } + return m->sq_item(o, i); + } + } +#else + if (is_list || PySequence_Check(o)) { + return PySequence_GetItem(o, i); + } +#endif + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { + if (likely(PyList_CheckExact(L))) { + if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return NULL; + Py_INCREF(Py_None); + return Py_None; /* this is just to have an accurate signature */ + } else { + return __Pyx_PyObject_CallMethod1(L, __pyx_n_s__append, x); + } +} + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *local_type, *local_value, *local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + local_type = tstate->curexc_type; + local_value = tstate->curexc_value; + local_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(&local_type, &local_value, &local_tb); +#endif + PyErr_NormalizeException(&local_type, &local_value, &local_tb); +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(tstate->curexc_type)) +#else + if (unlikely(PyErr_Occurred())) +#endif + goto bad; + #if PY_MAJOR_VERSION >= 3 + if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) + goto bad; + #endif + Py_INCREF(local_type); + Py_INCREF(local_value); + Py_INCREF(local_tb); + *type = local_type; + *value = local_value; + *tb = local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = local_type; + tstate->exc_value = local_value; + tstate->exc_traceback = local_tb; + /* Make sure tstate is in a consistent state when we XDECREF + these objects (DECREF may run arbitrary code). */ + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(local_type, local_value, local_tb); +#endif + return 0; +bad: + *type = 0; + *value = 0; + *tb = 0; + Py_XDECREF(local_type); + Py_XDECREF(local_value); + Py_XDECREF(local_tb); + return -1; +} + +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { + PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); +} + +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice( + PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, + PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice, + int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) { +#if CYTHON_COMPILING_IN_CPYTHON + PyMappingMethods* mp; +#if PY_MAJOR_VERSION < 3 + PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence; + if (likely(ms && ms->sq_slice)) { + if (!has_cstart) { + if (_py_start && (*_py_start != Py_None)) { + cstart = __Pyx_PyIndex_AsSsize_t(*_py_start); + if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; + } else + cstart = 0; + } + if (!has_cstop) { + if (_py_stop && (*_py_stop != Py_None)) { + cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop); + if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; + } else + cstop = PY_SSIZE_T_MAX; + } + if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) { + Py_ssize_t l = ms->sq_length(obj); + if (likely(l >= 0)) { + if (cstop < 0) { + cstop += l; + if (cstop < 0) cstop = 0; + } + if (cstart < 0) { + cstart += l; + if (cstart < 0) cstart = 0; + } + } else { + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else + goto bad; + } + } + return ms->sq_slice(obj, cstart, cstop); + } +#endif + mp = Py_TYPE(obj)->tp_as_mapping; + if (likely(mp && mp->mp_subscript)) +#endif + { + PyObject* result; + PyObject *py_slice, *py_start, *py_stop; + if (_py_slice) { + py_slice = *_py_slice; + } else { + PyObject* owned_start = NULL; + PyObject* owned_stop = NULL; + if (_py_start) { + py_start = *_py_start; + } else { + if (has_cstart) { + owned_start = py_start = PyInt_FromSsize_t(cstart); + if (unlikely(!py_start)) goto bad; + } else + py_start = Py_None; + } + if (_py_stop) { + py_stop = *_py_stop; + } else { + if (has_cstop) { + owned_stop = py_stop = PyInt_FromSsize_t(cstop); + if (unlikely(!py_stop)) { + Py_XDECREF(owned_start); + goto bad; + } + } else + py_stop = Py_None; + } + py_slice = PySlice_New(py_start, py_stop, Py_None); + Py_XDECREF(owned_start); + Py_XDECREF(owned_stop); + if (unlikely(!py_slice)) goto bad; + } +#if CYTHON_COMPILING_IN_CPYTHON + result = mp->mp_subscript(obj, py_slice); +#else + result = PyObject_GetItem(obj, py_slice); +#endif + if (!_py_slice) { + Py_DECREF(py_slice); + } + return result; + } + PyErr_Format(PyExc_TypeError, + "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name); +bad: + return NULL; +} + +static CYTHON_INLINE int __Pyx_div_int(int a, int b) { + int q = a / b; + int r = a - q*b; + q -= ((r != 0) & ((r ^ b) < 0)); + return q; +} + +static CYTHON_INLINE int __Pyx_mod_int(int a, int b) { + int r = a % b; + r += ((r != 0) & ((r ^ b) < 0)) * b; + return r; +} + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); +} + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { + PyErr_Format(PyExc_ValueError, + "need more than %" CYTHON_FORMAT_SSIZE_T "d value%s to unpack", + index, (index == 1) ? "" : "s"); +} + +static CYTHON_INLINE int __Pyx_IterFinish(void) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + PyObject* exc_type = tstate->curexc_type; + if (unlikely(exc_type)) { + if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) { + PyObject *exc_value, *exc_tb; + exc_value = tstate->curexc_value; + exc_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; + Py_DECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_tb); + return 0; + } else { + return -1; + } + } + return 0; +#else + if (unlikely(PyErr_Occurred())) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { + PyErr_Clear(); + return 0; + } else { + return -1; + } + } + return 0; +#endif +} + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { + if (unlikely(retval)) { + Py_DECREF(retval); + __Pyx_RaiseTooManyValuesError(expected); + return -1; + } else { + return __Pyx_IterFinish(); + } + return 0; +} + +static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { + int r; + if (!j) return -1; + r = PyObject_SetItem(o, j, v); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, + int is_list, int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o)); + if ((!boundscheck) || likely((n >= 0) & (n < PyList_GET_SIZE(o)))) { + PyObject* old = PyList_GET_ITEM(o, n); + Py_INCREF(v); + PyList_SET_ITEM(o, n, v); + Py_DECREF(old); + return 1; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_ass_item)) { + if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else + return -1; + } + } + return m->sq_ass_item(o, i, v); + } + } +#else +#if CYTHON_COMPILING_IN_PYPY + if (is_list || (PySequence_Check(o) && !PyDict_Check(o))) { +#else + if (is_list || PySequence_Check(o)) { +#endif + return PySequence_SetItem(o, i, v); + } +#endif + return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v); +} + +static double __Pyx__PyObject_AsDouble(PyObject* obj) { + PyObject* float_value; +#if CYTHON_COMPILING_IN_PYPY + float_value = PyNumber_Float(obj); +#else + PyNumberMethods *nb = Py_TYPE(obj)->tp_as_number; + if (likely(nb) && likely(nb->nb_float)) { + float_value = nb->nb_float(obj); + if (likely(float_value) && unlikely(!PyFloat_Check(float_value))) { + PyErr_Format(PyExc_TypeError, + "__float__ returned non-float (type %.200s)", + Py_TYPE(float_value)->tp_name); + Py_DECREF(float_value); + goto bad; + } + } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) { +#if PY_MAJOR_VERSION >= 3 + float_value = PyFloat_FromString(obj); +#else + float_value = PyFloat_FromString(obj, 0); +#endif + } else { + PyObject* args = PyTuple_New(1); + if (unlikely(!args)) goto bad; + PyTuple_SET_ITEM(args, 0, obj); + float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0); + PyTuple_SET_ITEM(args, 0, 0); + Py_DECREF(args); + } +#endif + if (likely(float_value)) { + double value = PyFloat_AS_DOUBLE(float_value); + Py_DECREF(float_value); + return value; + } +bad: + return (double)-1; +} + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { + PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); +} + +static CYTHON_INLINE long __Pyx_div_long(long a, long b) { + long q = a / b; + long r = a - q*b; + q -= ((r != 0) & ((r ^ b) < 0)); + return q; +} + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact) +{ + if (!type) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (none_allowed && obj == Py_None) return 1; + else if (exact) { + if (Py_TYPE(obj) == type) return 1; + } + else { + if (PyObject_TypeCheck(obj, type)) return 1; + } + PyErr_Format(PyExc_TypeError, + "Argument '%s' has incorrect type (expected %s, got %s)", + name, type->tp_name, Py_TYPE(obj)->tp_name); + return 0; +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) { + if (t == Py_None) { + __Pyx_RaiseNoneNotIterableError(); + } else if (PyTuple_GET_SIZE(t) < index) { + __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t)); + } else { + __Pyx_RaiseTooManyValuesError(index); + } +} + +static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, + int is_tuple, int has_known_size, int decref_tuple) { + Py_ssize_t index; + PyObject *value1 = NULL, *value2 = NULL, *iter = NULL; + if (!is_tuple && unlikely(!PyTuple_Check(tuple))) { + iternextfunc iternext; + iter = PyObject_GetIter(tuple); + if (unlikely(!iter)) goto bad; + if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; } + iternext = Py_TYPE(iter)->tp_iternext; + value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; } + value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; } + if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad; + Py_DECREF(iter); + } else { + if (!has_known_size && unlikely(PyTuple_GET_SIZE(tuple) != 2)) { + __Pyx_UnpackTupleError(tuple, 2); + goto bad; + } +#if CYTHON_COMPILING_IN_PYPY + value1 = PySequence_ITEM(tuple, 0); + if (unlikely(!value1)) goto bad; + value2 = PySequence_ITEM(tuple, 1); + if (unlikely(!value2)) goto bad; +#else + value1 = PyTuple_GET_ITEM(tuple, 0); + value2 = PyTuple_GET_ITEM(tuple, 1); + Py_INCREF(value1); + Py_INCREF(value2); +#endif + if (decref_tuple) { Py_DECREF(tuple); } + } + *pvalue1 = value1; + *pvalue2 = value2; + return 0; +unpacking_failed: + if (!has_known_size && __Pyx_IterFinish() == 0) + __Pyx_RaiseNeedMoreValuesError(index); +bad: + Py_XDECREF(iter); + Py_XDECREF(value1); + Py_XDECREF(value2); + if (decref_tuple) { Py_XDECREF(tuple); } + return -1; +} + +static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name, + Py_ssize_t* p_orig_length, int* p_source_is_dict) { + is_dict = is_dict || likely(PyDict_CheckExact(iterable)); + *p_source_is_dict = is_dict; +#if !CYTHON_COMPILING_IN_PYPY + if (is_dict) { + *p_orig_length = PyDict_Size(iterable); + Py_INCREF(iterable); + return iterable; + } +#endif + *p_orig_length = 0; + if (method_name) { + PyObject* iter; + iterable = __Pyx_PyObject_CallMethod0(iterable, method_name); + if (!iterable) + return NULL; +#if !CYTHON_COMPILING_IN_PYPY + if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable)) + return iterable; +#endif + iter = PyObject_GetIter(iterable); + Py_DECREF(iterable); + return iter; + } + return PyObject_GetIter(iterable); +} +static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* iter_obj, Py_ssize_t orig_length, Py_ssize_t* ppos, + PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) { + PyObject* next_item; +#if !CYTHON_COMPILING_IN_PYPY + if (source_is_dict) { + PyObject *key, *value; + if (unlikely(orig_length != PyDict_Size(iter_obj))) { + PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration"); + return -1; + } + if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) { + return 0; + } + if (pitem) { + PyObject* tuple = PyTuple_New(2); + if (unlikely(!tuple)) { + return -1; + } + Py_INCREF(key); + Py_INCREF(value); + PyTuple_SET_ITEM(tuple, 0, key); + PyTuple_SET_ITEM(tuple, 1, value); + *pitem = tuple; + } else { + if (pkey) { + Py_INCREF(key); + *pkey = key; + } + if (pvalue) { + Py_INCREF(value); + *pvalue = value; + } + } + return 1; + } else if (PyTuple_CheckExact(iter_obj)) { + Py_ssize_t pos = *ppos; + if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0; + *ppos = pos + 1; + next_item = PyTuple_GET_ITEM(iter_obj, pos); + Py_INCREF(next_item); + } else if (PyList_CheckExact(iter_obj)) { + Py_ssize_t pos = *ppos; + if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0; + *ppos = pos + 1; + next_item = PyList_GET_ITEM(iter_obj, pos); + Py_INCREF(next_item); + } else +#endif + { + next_item = PyIter_Next(iter_obj); + if (unlikely(!next_item)) { + return __Pyx_IterFinish(); + } + } + if (pitem) { + *pitem = next_item; + } else if (pkey && pvalue) { + if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1)) + return -1; + } else if (pkey) { + *pkey = next_item; + } else { + *pvalue = next_item; + } + return 1; +} + +static CYTHON_INLINE long __Pyx_mod_long(long a, long b) { + long r = a % b; + r += ((r != 0) & ((r ^ b) < 0)) * b; + return r; +} + +static PyObject * +__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure) +{ + if (unlikely(op->func_doc == NULL)) { + if (op->func.m_ml->ml_doc) { +#if PY_MAJOR_VERSION >= 3 + op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc); +#else + op->func_doc = PyString_FromString(op->func.m_ml->ml_doc); +#endif + if (unlikely(op->func_doc == NULL)) + return NULL; + } else { + Py_INCREF(Py_None); + return Py_None; + } + } + Py_INCREF(op->func_doc); + return op->func_doc; +} +static int +__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp = op->func_doc; + if (value == NULL) + value = Py_None; /* Mark as deleted */ + Py_INCREF(value); + op->func_doc = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op) +{ + if (unlikely(op->func_name == NULL)) { +#if PY_MAJOR_VERSION >= 3 + op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name); +#else + op->func_name = PyString_InternFromString(op->func.m_ml->ml_name); +#endif + if (unlikely(op->func_name == NULL)) + return NULL; + } + Py_INCREF(op->func_name); + return op->func_name; +} +static int +__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) { +#else + if (unlikely(value == NULL || !PyString_Check(value))) { +#endif + PyErr_SetString(PyExc_TypeError, + "__name__ must be set to a string object"); + return -1; + } + tmp = op->func_name; + Py_INCREF(value); + op->func_name = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op) +{ + Py_INCREF(op->func_qualname); + return op->func_qualname; +} +static int +__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) { +#else + if (unlikely(value == NULL || !PyString_Check(value))) { +#endif + PyErr_SetString(PyExc_TypeError, + "__qualname__ must be set to a string object"); + return -1; + } + tmp = op->func_qualname; + Py_INCREF(value); + op->func_qualname = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure) +{ + PyObject *self; + self = m->func_closure; + if (self == NULL) + self = Py_None; + Py_INCREF(self); + return self; +} +static PyObject * +__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op) +{ + if (unlikely(op->func_dict == NULL)) { + op->func_dict = PyDict_New(); + if (unlikely(op->func_dict == NULL)) + return NULL; + } + Py_INCREF(op->func_dict); + return op->func_dict; +} +static int +__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; + if (unlikely(value == NULL)) { + PyErr_SetString(PyExc_TypeError, + "function's dictionary may not be deleted"); + return -1; + } + if (unlikely(!PyDict_Check(value))) { + PyErr_SetString(PyExc_TypeError, + "setting function's dictionary to a non-dict"); + return -1; + } + tmp = op->func_dict; + Py_INCREF(value); + op->func_dict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_globals(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + PyObject* dict = PyModule_GetDict(__pyx_m); + Py_XINCREF(dict); + return dict; +} +static PyObject * +__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + Py_INCREF(Py_None); + return Py_None; +} +static PyObject * +__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op) +{ + PyObject* result = (op->func_code) ? op->func_code : Py_None; + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) { + PyObject *res = op->defaults_getter((PyObject *) op); + if (unlikely(!res)) + return -1; + op->defaults_tuple = PyTuple_GET_ITEM(res, 0); + Py_INCREF(op->defaults_tuple); + op->defaults_kwdict = PyTuple_GET_ITEM(res, 1); + Py_INCREF(op->defaults_kwdict); + Py_DECREF(res); + return 0; +} +static int +__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyTuple_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__defaults__ must be set to a tuple object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_tuple; + op->defaults_tuple = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) { + PyObject* result = op->defaults_tuple; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_tuple; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__kwdefaults__ must be set to a dict object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_kwdict; + op->defaults_kwdict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) { + PyObject* result = op->defaults_kwdict; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_kwdict; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value || value == Py_None) { + value = NULL; + } else if (!PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__annotations__ must be set to a dict object"); + return -1; + } + Py_XINCREF(value); + tmp = op->func_annotations; + op->func_annotations = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) { + PyObject* result = op->func_annotations; + if (unlikely(!result)) { + result = PyDict_New(); + if (unlikely(!result)) return NULL; + op->func_annotations = result; + } + Py_INCREF(result); + return result; +} +static PyGetSetDef __pyx_CyFunction_getsets[] = { + {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0}, + {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0}, + {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0}, + {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0}, + {0, 0, 0, 0, 0} +}; +#ifndef PY_WRITE_RESTRICTED /* < Py2.5 */ +#define PY_WRITE_RESTRICTED WRITE_RESTRICTED +#endif +static PyMemberDef __pyx_CyFunction_members[] = { + {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0}, + {0, 0, 0, 0, 0} +}; +static PyObject * +__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args) +{ +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromString(m->func.m_ml->ml_name); +#else + return PyString_FromString(m->func.m_ml->ml_name); +#endif +} +static PyMethodDef __pyx_CyFunction_methods[] = { + {__Pyx_NAMESTR("__reduce__"), (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, + {0, 0, 0, 0} +}; +static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname, + PyObject *closure, PyObject *module, PyObject* code) { + __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type); + if (op == NULL) + return NULL; + op->flags = flags; + op->func_weakreflist = NULL; + op->func.m_ml = ml; + op->func.m_self = (PyObject *) op; + Py_XINCREF(closure); + op->func_closure = closure; + Py_XINCREF(module); + op->func.m_module = module; + op->func_dict = NULL; + op->func_name = NULL; + Py_INCREF(qualname); + op->func_qualname = qualname; + op->func_doc = NULL; + op->func_classobj = NULL; + Py_XINCREF(code); + op->func_code = code; + op->defaults_pyobjects = 0; + op->defaults = NULL; + op->defaults_tuple = NULL; + op->defaults_kwdict = NULL; + op->defaults_getter = NULL; + op->func_annotations = NULL; + PyObject_GC_Track(op); + return (PyObject *) op; +} +static int +__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) +{ + Py_CLEAR(m->func_closure); + Py_CLEAR(m->func.m_module); + Py_CLEAR(m->func_dict); + Py_CLEAR(m->func_name); + Py_CLEAR(m->func_qualname); + Py_CLEAR(m->func_doc); + Py_CLEAR(m->func_code); + Py_CLEAR(m->func_classobj); + Py_CLEAR(m->defaults_tuple); + Py_CLEAR(m->defaults_kwdict); + Py_CLEAR(m->func_annotations); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_XDECREF(pydefaults[i]); + PyMem_Free(m->defaults); + m->defaults = NULL; + } + return 0; +} +static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + PyObject_GC_UnTrack(m); + if (m->func_weakreflist != NULL) + PyObject_ClearWeakRefs((PyObject *) m); + __Pyx_CyFunction_clear(m); + PyObject_GC_Del(m); +} +static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) +{ + Py_VISIT(m->func_closure); + Py_VISIT(m->func.m_module); + Py_VISIT(m->func_dict); + Py_VISIT(m->func_name); + Py_VISIT(m->func_qualname); + Py_VISIT(m->func_doc); + Py_VISIT(m->func_code); + Py_VISIT(m->func_classobj); + Py_VISIT(m->defaults_tuple); + Py_VISIT(m->defaults_kwdict); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_VISIT(pydefaults[i]); + } + return 0; +} +static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type) +{ + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { + Py_INCREF(func); + return func; + } + if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) { + if (type == NULL) + type = (PyObject *)(Py_TYPE(obj)); + return PyMethod_New(func, + type, (PyObject *)(Py_TYPE(type))); + } + if (obj == Py_None) + obj = NULL; + return PyMethod_New(func, obj, type); +} +static PyObject* +__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) +{ +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromFormat("", + op->func_qualname, (void *)op); +#else + return PyString_FromFormat("", + PyString_AsString(op->func_qualname), (void *)op); +#endif +} +#if CYTHON_COMPILING_IN_PYPY +static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + PyCFunctionObject* f = (PyCFunctionObject*)func; + PyCFunction meth = PyCFunction_GET_FUNCTION(func); + PyObject *self = PyCFunction_GET_SELF(func); + Py_ssize_t size; + switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) { + case METH_VARARGS: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) + return (*meth)(self, arg); + break; + case METH_VARARGS | METH_KEYWORDS: + return (*(PyCFunctionWithKeywords)meth)(self, arg, kw); + case METH_NOARGS: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) { + size = PyTuple_GET_SIZE(arg); + if (size == 0) + return (*meth)(self, NULL); + PyErr_Format(PyExc_TypeError, + "%.200s() takes no arguments (%zd given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + case METH_O: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) { + size = PyTuple_GET_SIZE(arg); + if (size == 1) + return (*meth)(self, PyTuple_GET_ITEM(arg, 0)); + PyErr_Format(PyExc_TypeError, + "%.200s() takes exactly one argument (%zd given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + default: + PyErr_SetString(PyExc_SystemError, "Bad call flags in " + "__Pyx_CyFunction_Call. METH_OLDARGS is no " + "longer supported!"); + return NULL; + } + PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments", + f->m_ml->ml_name); + return NULL; +} +#else +static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + return PyCFunction_Call(func, arg, kw); +} +#endif +static PyTypeObject __pyx_CyFunctionType_type = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/ + sizeof(__pyx_CyFunctionObject), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + (destructor) __Pyx_CyFunction_dealloc, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ +#if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ +#else + 0, /*reserved*/ +#endif + (reprfunc) __Pyx_CyFunction_repr, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + __Pyx_CyFunction_Call, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ + 0, /*tp_doc*/ + (traverseproc) __Pyx_CyFunction_traverse, /*tp_traverse*/ + (inquiry) __Pyx_CyFunction_clear, /*tp_clear*/ + 0, /*tp_richcompare*/ + offsetof(__pyx_CyFunctionObject, func_weakreflist), /* tp_weaklistoffse */ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_CyFunction_methods, /*tp_methods*/ + __pyx_CyFunction_members, /*tp_members*/ + __pyx_CyFunction_getsets, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + __Pyx_CyFunction_descr_get, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + offsetof(__pyx_CyFunctionObject, func_dict),/*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + 0, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ +#if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ +#endif +}; +static int __Pyx_CyFunction_init(void) { +#if !CYTHON_COMPILING_IN_PYPY + __pyx_CyFunctionType_type.tp_call = PyCFunction_Call; +#endif + if (PyType_Ready(&__pyx_CyFunctionType_type) < 0) + return -1; + __pyx_CyFunctionType = &__pyx_CyFunctionType_type; + return 0; +} +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults = PyMem_Malloc(size); + if (!m->defaults) + return PyErr_NoMemory(); + memset(m->defaults, 0, size); + m->defaults_pyobjects = pyobjects; + return m->defaults; +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_tuple = tuple; + Py_INCREF(tuple); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_kwdict = dict; + Py_INCREF(dict); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->func_annotations = dict; + Py_INCREF(dict); +} + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02040000 + if (likely(PyList_CheckExact(L)) + && likely(PyList_GET_SIZE(L) > (((PyListObject*)L)->allocated >> 1))) { + Py_SIZE(L) -= 1; + return PyList_GET_ITEM(L, PyList_GET_SIZE(L)); + } +#if PY_VERSION_HEX >= 0x02050000 + else if (Py_TYPE(L) == (&PySet_Type)) { + return PySet_Pop(L); + } +#endif +#endif + return __Pyx_PyObject_CallMethod0(L, __pyx_n_s__pop); +} + +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + PyObject *ob = PyCapsule_New(vtable, 0, 0); +#else + PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); +#endif + if (!ob) + goto bad; + if (PyDict_SetItem(dict, __pyx_n_s____pyx_vtable__, ob) < 0) + goto bad; + Py_DECREF(ob); + return 0; +bad: + Py_XDECREF(ob); + return -1; +} + +static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { + PyObject* value = __Pyx_PyObject_GetAttrStr(module, name); + if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_Format(PyExc_ImportError, + #if PY_MAJOR_VERSION < 3 + "cannot import name %.230s", PyString_AS_STRING(name)); + #else + "cannot import name %S", name); + #endif + } + return value; +} + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); +#else + PyErr_GetExcInfo(type, value, tb); +#endif +} +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(type, value, tb); +#endif +} + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { + PyObject *empty_list = 0; + PyObject *module = 0; + PyObject *global_dict = 0; + PyObject *empty_dict = 0; + PyObject *list; + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_import; + py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s____import__); + if (!py_import) + goto bad; + #endif + if (from_list) + list = from_list; + else { + empty_list = PyList_New(0); + if (!empty_list) + goto bad; + list = empty_list; + } + global_dict = PyModule_GetDict(__pyx_m); + if (!global_dict) + goto bad; + empty_dict = PyDict_New(); + if (!empty_dict) + goto bad; + #if PY_VERSION_HEX >= 0x02050000 + { + #if PY_MAJOR_VERSION >= 3 + if (level == -1) { + if (strchr(__Pyx_MODULE_NAME, '.')) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(1); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, 1); + #endif + if (!module) { + if (!PyErr_ExceptionMatches(PyExc_ImportError)) + goto bad; + PyErr_Clear(); + } + } + level = 0; /* try absolute import on failure */ + } + #endif + if (!module) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(level); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, level); + #endif + } + } + #else + if (level>0) { + PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); + goto bad; + } + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, NULL); + #endif +bad: + #if PY_VERSION_HEX < 0x03030000 + Py_XDECREF(py_import); + #endif + Py_XDECREF(empty_list); + Py_XDECREF(empty_dict); + return module; +} + +static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { + const unsigned char neg_one = (unsigned char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned char" : + "value too large to convert to unsigned char"); + } + return (unsigned char)-1; + } + return (unsigned char)val; + } + return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { + const unsigned short neg_one = (unsigned short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned short" : + "value too large to convert to unsigned short"); + } + return (unsigned short)-1; + } + return (unsigned short)val; + } + return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { + const unsigned int neg_one = (unsigned int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned int" : + "value too large to convert to unsigned int"); + } + return (unsigned int)-1; + } + return (unsigned int)val; + } + return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { + const char neg_one = (char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to char" : + "value too large to convert to char"); + } + return (char)-1; + } + return (char)val; + } + return (char)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { + const short neg_one = (short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to short" : + "value too large to convert to short"); + } + return (short)-1; + } + return (short)val; + } + return (short)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { + const signed char neg_one = (signed char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed char" : + "value too large to convert to signed char"); + } + return (signed char)-1; + } + return (signed char)val; + } + return (signed char)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { + const signed short neg_one = (signed short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed short" : + "value too large to convert to signed short"); + } + return (signed short)-1; + } + return (signed short)val; + } + return (signed short)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { + const signed int neg_one = (signed int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed int" : + "value too large to convert to signed int"); + } + return (signed int)-1; + } + return (signed int)val; + } + return (signed int)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { + const unsigned long neg_one = (unsigned long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (unsigned long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(unsigned long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(unsigned long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (unsigned long)PyLong_AsLong(x); + } + } else { + unsigned long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned long)-1; + val = __Pyx_PyInt_AsUnsignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { + const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + unsigned PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsUnsignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) { + const long neg_one = (long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + return (long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + return (long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (long)PyLong_AsLong(x); + } + } else { + long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (long)-1; + val = __Pyx_PyInt_AsLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { + const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { + const signed long neg_one = (signed long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (signed long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(signed long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(signed long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (signed long)PyLong_AsLong(x); + } + } else { + signed long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed long)-1; + val = __Pyx_PyInt_AsSignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { + const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (signed PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + signed PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsSignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = *type; + tstate->exc_value = *value; + tstate->exc_traceback = *tb; +#else + PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); + PyErr_SetExcInfo(*type, *value, *tb); +#endif + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} + +static PyObject *__Pyx_Generator_Next(PyObject *self); +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value); +static PyObject *__Pyx_Generator_Close(PyObject *self); +static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args); +static PyTypeObject *__pyx_GeneratorType = 0; +#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType) +#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) { + PyObject *et, *ev, *tb; + PyObject *value = NULL; + __Pyx_ErrFetch(&et, &ev, &tb); + if (!et) { + Py_XDECREF(tb); + Py_XDECREF(ev); + Py_INCREF(Py_None); + *pvalue = Py_None; + return 0; + } + if (unlikely(et != PyExc_StopIteration) && + unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + if (likely(et == PyExc_StopIteration)) { + if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) { + if (!ev) { + Py_INCREF(Py_None); + ev = Py_None; + } + Py_XDECREF(tb); + Py_DECREF(et); + *pvalue = ev; + return 0; + } + } + PyErr_NormalizeException(&et, &ev, &tb); + if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + Py_XDECREF(tb); + Py_DECREF(et); +#if PY_VERSION_HEX >= 0x030300A0 + value = ((PyStopIterationObject *)ev)->value; + Py_INCREF(value); + Py_DECREF(ev); +#else + { + PyObject* args = PyObject_GetAttr(ev, __pyx_n_s__args); + Py_DECREF(ev); + if (likely(args)) { + value = PyObject_GetItem(args, 0); + Py_DECREF(args); + } + if (unlikely(!value)) { + __Pyx_ErrRestore(NULL, NULL, NULL); + Py_INCREF(Py_None); + value = Py_None; + } + } +#endif + *pvalue = value; + return 0; +} +#endif +static CYTHON_INLINE +void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) { + PyObject *exc_type = self->exc_type; + PyObject *exc_value = self->exc_value; + PyObject *exc_traceback = self->exc_traceback; + self->exc_type = NULL; + self->exc_value = NULL; + self->exc_traceback = NULL; + Py_XDECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_traceback); +} +static CYTHON_INLINE +int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) { + if (unlikely(gen->is_running)) { + PyErr_SetString(PyExc_ValueError, + "generator already executing"); + return 1; + } + return 0; +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) { + PyObject *retval; + assert(!self->is_running); + if (unlikely(self->resume_label == 0)) { + if (unlikely(value && value != Py_None)) { + PyErr_SetString(PyExc_TypeError, + "can't send non-None value to a " + "just-started generator"); + return NULL; + } + } + if (unlikely(self->resume_label == -1)) { + PyErr_SetNone(PyExc_StopIteration); + return NULL; + } + if (value) { +#if CYTHON_COMPILING_IN_PYPY +#else + /* Generators always return to their most recent caller, not + * necessarily their creator. */ + if (self->exc_traceback) { + PyThreadState *tstate = PyThreadState_GET(); + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_XINCREF(tstate->frame); + assert(f->f_back == NULL); + f->f_back = tstate->frame; + } +#endif + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); + } else { + __Pyx_Generator_ExceptionClear(self); + } + self->is_running = 1; + retval = self->body((PyObject *) self, value); + self->is_running = 0; + if (retval) { + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); +#if CYTHON_COMPILING_IN_PYPY +#else + /* Don't keep the reference to f_back any longer than necessary. It + * may keep a chain of frames alive or it could create a reference + * cycle. */ + if (self->exc_traceback) { + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_CLEAR(f->f_back); + } +#endif + } else { + __Pyx_Generator_ExceptionClear(self); + } + return retval; +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) { + PyObject *ret; + PyObject *val = NULL; + __Pyx_Generator_Undelegate(gen); + __Pyx_PyGen_FetchStopIterationValue(&val); + ret = __Pyx_Generator_SendEx(gen, val); + Py_XDECREF(val); + return ret; +} +static PyObject *__Pyx_Generator_Next(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + ret = Py_TYPE(yf)->tp_iternext(yf); + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, Py_None); +} +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Send(yf, value); + } else { + if (value == Py_None) + ret = PyIter_Next(yf); + else + ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s__send, value); + } + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, value); +} +static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) { + PyObject *retval = NULL; + int err = 0; + if (__Pyx_Generator_CheckExact(yf)) { + retval = __Pyx_Generator_Close(yf); + if (!retval) + return -1; + } else { + PyObject *meth; + gen->is_running = 1; + meth = PyObject_GetAttr(yf, __pyx_n_s__close); + if (unlikely(!meth)) { + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_WriteUnraisable(yf); + } + PyErr_Clear(); + } else { + retval = PyObject_CallFunction(meth, NULL); + Py_DECREF(meth); + if (!retval) + err = -1; + } + gen->is_running = 0; + } + Py_XDECREF(retval); + return err; +} +static PyObject *__Pyx_Generator_Close(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject *retval, *raised_exception; + PyObject *yf = gen->yieldfrom; + int err = 0; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + Py_INCREF(yf); + err = __Pyx_Generator_CloseIter(gen, yf); + __Pyx_Generator_Undelegate(gen); + Py_DECREF(yf); + } + if (err == 0) +#if PY_VERSION_HEX < 0x02050000 + PyErr_SetNone(PyExc_StopIteration); +#else + PyErr_SetNone(PyExc_GeneratorExit); +#endif + retval = __Pyx_Generator_SendEx(gen, NULL); + if (retval) { + Py_DECREF(retval); + PyErr_SetString(PyExc_RuntimeError, + "generator ignored GeneratorExit"); + return NULL; + } + raised_exception = PyErr_Occurred(); + if (!raised_exception + || raised_exception == PyExc_StopIteration +#if PY_VERSION_HEX >= 0x02050000 + || raised_exception == PyExc_GeneratorExit + || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit) +#endif + || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration)) + { + if (raised_exception) PyErr_Clear(); /* ignore these errors */ + Py_INCREF(Py_None); + return Py_None; + } + return NULL; +} +static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject *typ; + PyObject *tb = NULL; + PyObject *val = NULL; + PyObject *yf = gen->yieldfrom; + if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) + return NULL; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + Py_INCREF(yf); +#if PY_VERSION_HEX >= 0x02050000 + if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) { + int err = __Pyx_Generator_CloseIter(gen, yf); + Py_DECREF(yf); + __Pyx_Generator_Undelegate(gen); + if (err < 0) + return __Pyx_Generator_SendEx(gen, NULL); + goto throw_here; + } +#endif + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Throw(yf, args); + } else { + PyObject *meth = PyObject_GetAttr(yf, __pyx_n_s__throw); + if (unlikely(!meth)) { + Py_DECREF(yf); + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + gen->is_running = 0; + return NULL; + } + PyErr_Clear(); + __Pyx_Generator_Undelegate(gen); + gen->is_running = 0; + goto throw_here; + } + ret = PyObject_CallObject(meth, args); + Py_DECREF(meth); + } + gen->is_running = 0; + Py_DECREF(yf); + if (!ret) { + ret = __Pyx_Generator_FinishDelegation(gen); + } + return ret; + } +throw_here: + __Pyx_Raise(typ, val, tb, NULL); + return __Pyx_Generator_SendEx(gen, NULL); +} +static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_VISIT(gen->closure); + Py_VISIT(gen->classobj); + Py_VISIT(gen->yieldfrom); + Py_VISIT(gen->exc_type); + Py_VISIT(gen->exc_value); + Py_VISIT(gen->exc_traceback); + return 0; +} +static int __Pyx_Generator_clear(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_CLEAR(gen->closure); + Py_CLEAR(gen->classobj); + Py_CLEAR(gen->yieldfrom); + Py_CLEAR(gen->exc_type); + Py_CLEAR(gen->exc_value); + Py_CLEAR(gen->exc_traceback); + return 0; +} +static void __Pyx_Generator_dealloc(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject_GC_UnTrack(gen); + if (gen->gi_weakreflist != NULL) + PyObject_ClearWeakRefs(self); + PyObject_GC_Track(self); + if (gen->resume_label > 0) { + Py_TYPE(gen)->tp_del(self); + if (self->ob_refcnt > 0) + return; /* resurrected. :( */ + } + PyObject_GC_UnTrack(self); + __Pyx_Generator_clear(self); + PyObject_GC_Del(gen); +} +static void __Pyx_Generator_del(PyObject *self) { + PyObject *res; + PyObject *error_type, *error_value, *error_traceback; + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + if (gen->resume_label <= 0) + return ; + assert(self->ob_refcnt == 0); + self->ob_refcnt = 1; + __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); + res = __Pyx_Generator_Close(self); + if (res == NULL) + PyErr_WriteUnraisable(self); + else + Py_DECREF(res); + __Pyx_ErrRestore(error_type, error_value, error_traceback); + /* Undo the temporary resurrection; can't use DECREF here, it would + * cause a recursive call. + */ + assert(self->ob_refcnt > 0); + if (--self->ob_refcnt == 0) + return; /* this is the normal path out */ + /* close() resurrected it! Make it look like the original Py_DECREF + * never happened. + */ + { + Py_ssize_t refcnt = self->ob_refcnt; + _Py_NewReference(self); + self->ob_refcnt = refcnt; + } +#if CYTHON_COMPILING_IN_CPYTHON + assert(PyType_IS_GC(self->ob_type) && + _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); + /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so + * we need to undo that. */ + _Py_DEC_REFTOTAL; +#endif + /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object + * chain, so no more to do there. + * If COUNT_ALLOCS, the original decref bumped tp_frees, and + * _Py_NewReference bumped tp_allocs: both of those need to be + * undone. + */ +#ifdef COUNT_ALLOCS + --Py_TYPE(self)->tp_frees; + --Py_TYPE(self)->tp_allocs; +#endif +} +static PyMemberDef __pyx_Generator_memberlist[] = { + {(char *) "gi_running", +#if PY_VERSION_HEX >= 0x02060000 + T_BOOL, +#else + T_BYTE, +#endif + offsetof(__pyx_GeneratorObject, is_running), + READONLY, + NULL}, + {0, 0, 0, 0, 0} +}; +static PyMethodDef __pyx_Generator_methods[] = { + {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0}, + {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0}, + {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0}, + {0, 0, 0, 0} +}; +static PyTypeObject __pyx_GeneratorType_type = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("generator"), /*tp_name*/ + sizeof(__pyx_GeneratorObject), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + (destructor) __Pyx_Generator_dealloc,/*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*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ + 0, /*tp_doc*/ + (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */ + 0, /*tp_iter*/ + (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/ + __pyx_Generator_methods, /*tp_methods*/ + __pyx_Generator_memberlist, /*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*/ + 0, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + __Pyx_Generator_del, /*tp_del*/ +#if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ +#endif +}; +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure) { + __pyx_GeneratorObject *gen = + PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type); + if (gen == NULL) + return NULL; + gen->body = body; + gen->closure = closure; + Py_XINCREF(closure); + gen->is_running = 0; + gen->resume_label = 0; + gen->classobj = NULL; + gen->yieldfrom = NULL; + gen->exc_type = NULL; + gen->exc_value = NULL; + gen->exc_traceback = NULL; + gen->gi_weakreflist = NULL; + PyObject_GC_Track(gen); + return gen; +} +static int __pyx_Generator_init(void) { + __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr; + __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter; + if (PyType_Ready(&__pyx_GeneratorType_type)) { + return -1; + } + __pyx_GeneratorType = &__pyx_GeneratorType_type; + return 0; +} + +static int __Pyx_check_binary_version(void) { + char ctversion[4], rtversion[4]; + PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); + PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); + if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { + char message[200]; + PyOS_snprintf(message, sizeof(message), + "compiletime version %s of module '%.100s' " + "does not match runtime version %s", + ctversion, __Pyx_MODULE_NAME, rtversion); + #if PY_VERSION_HEX < 0x02050000 + return PyErr_Warn(NULL, message); + #else + return PyErr_WarnEx(NULL, message, 1); + #endif + } + return 0; +} + +static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) { + PyObject *d = 0; + PyObject *cobj = 0; + union { + void (*fp)(void); + void *p; + } tmp; + d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__"); + if (!d) { + PyErr_Clear(); + d = PyDict_New(); + if (!d) + goto bad; + Py_INCREF(d); + if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0) + goto bad; + } + tmp.fp = f; +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + cobj = PyCapsule_New(tmp.p, sig, 0); +#else + cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0); +#endif + if (!cobj) + goto bad; + if (PyDict_SetItemString(d, name, cobj) < 0) + goto bad; + Py_DECREF(cobj); + Py_DECREF(d); + return 0; +bad: + Py_XDECREF(cobj); + Py_XDECREF(d); + return -1; +} + +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { + int start = 0, mid = 0, end = count - 1; + if (end >= 0 && code_line > entries[end].code_line) { + return count; + } + while (start < end) { + mid = (start + end) / 2; + if (code_line < entries[mid].code_line) { + end = mid; + } else if (code_line > entries[mid].code_line) { + start = mid + 1; + } else { + return mid; + } + } + if (code_line <= entries[mid].code_line) { + return mid; + } else { + return mid + 1; + } +} +static PyCodeObject *__pyx_find_code_object(int code_line) { + PyCodeObject* code_object; + int pos; + if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { + return NULL; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { + return NULL; + } + code_object = __pyx_code_cache.entries[pos].code_object; + Py_INCREF(code_object); + return code_object; +} +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { + int pos, i; + __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; + if (unlikely(!code_line)) { + return; + } + if (unlikely(!entries)) { + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); + if (likely(entries)) { + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = 64; + __pyx_code_cache.count = 1; + entries[0].code_line = code_line; + entries[0].code_object = code_object; + Py_INCREF(code_object); + } + return; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { + PyCodeObject* tmp = entries[pos].code_object; + entries[pos].code_object = code_object; + Py_DECREF(tmp); + return; + } + if (__pyx_code_cache.count == __pyx_code_cache.max_count) { + int new_max = __pyx_code_cache.max_count + 64; + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( + __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry)); + if (unlikely(!entries)) { + return; + } + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = new_max; + } + for (i=__pyx_code_cache.count; i>pos; i--) { + entries[i] = entries[i-1]; + } + entries[pos].code_line = code_line; + entries[pos].code_object = code_object; + __pyx_code_cache.count++; + Py_INCREF(code_object); +} + +#include "compile.h" +#include "frameobject.h" +#include "traceback.h" +static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( + const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyObject *py_srcfile = 0; + PyObject *py_funcname = 0; + #if PY_MAJOR_VERSION < 3 + py_srcfile = PyString_FromString(filename); + #else + py_srcfile = PyUnicode_FromString(filename); + #endif + if (!py_srcfile) goto bad; + if (c_line) { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + #else + py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + #endif + } + else { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromString(funcname); + #else + py_funcname = PyUnicode_FromString(funcname); + #endif + } + if (!py_funcname) goto bad; + py_code = __Pyx_PyCode_New( + 0, /*int argcount,*/ + 0, /*int kwonlyargcount,*/ + 0, /*int nlocals,*/ + 0, /*int stacksize,*/ + 0, /*int flags,*/ + __pyx_empty_bytes, /*PyObject *code,*/ + __pyx_empty_tuple, /*PyObject *consts,*/ + __pyx_empty_tuple, /*PyObject *names,*/ + __pyx_empty_tuple, /*PyObject *varnames,*/ + __pyx_empty_tuple, /*PyObject *freevars,*/ + __pyx_empty_tuple, /*PyObject *cellvars,*/ + py_srcfile, /*PyObject *filename,*/ + py_funcname, /*PyObject *name,*/ + py_line, /*int firstlineno,*/ + __pyx_empty_bytes /*PyObject *lnotab*/ + ); + Py_DECREF(py_srcfile); + Py_DECREF(py_funcname); + return py_code; +bad: + Py_XDECREF(py_srcfile); + Py_XDECREF(py_funcname); + return NULL; +} +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyObject *py_globals = 0; + PyFrameObject *py_frame = 0; + py_code = __pyx_find_code_object(c_line ? c_line : py_line); + if (!py_code) { + py_code = __Pyx_CreateCodeObjectForTraceback( + funcname, c_line, py_line, filename); + if (!py_code) goto bad; + __pyx_insert_code_object(c_line ? c_line : py_line, py_code); + } + py_globals = PyModule_GetDict(__pyx_m); + if (!py_globals) goto bad; + py_frame = PyFrame_New( + PyThreadState_GET(), /*PyThreadState *tstate,*/ + py_code, /*PyCodeObject *code,*/ + py_globals, /*PyObject *globals,*/ + 0 /*PyObject *locals*/ + ); + if (!py_frame) goto bad; + py_frame->f_lineno = py_line; + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { + while (t->p) { + #if PY_MAJOR_VERSION < 3 + if (t->is_unicode) { + *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); + } else if (t->intern) { + *t->p = PyString_InternFromString(t->s); + } else { + *t->p = PyString_FromStringAndSize(t->s, t->n - 1); + } + #else /* Python 3+ has unicode identifiers */ + if (t->is_unicode | t->is_str) { + if (t->intern) { + *t->p = PyUnicode_InternFromString(t->s); + } else if (t->encoding) { + *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); + } else { + *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); + } + } else { + *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); + } + #endif + if (!*t->p) + return -1; + ++t; + } + return 0; +} + +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char* c_str) { + return __Pyx_PyUnicode_FromStringAndSize(c_str, strlen(c_str)); +} +static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) { + Py_ssize_t ignore; + return __Pyx_PyObject_AsStringAndSize(o, &ignore); +} +static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT + if ( +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + __Pyx_sys_getdefaultencoding_not_ascii && +#endif + PyUnicode_Check(o)) { +#if PY_VERSION_HEX < 0x03030000 + char* defenc_c; + PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); + if (!defenc) return NULL; + defenc_c = PyBytes_AS_STRING(defenc); +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + { + char* end = defenc_c + PyBytes_GET_SIZE(defenc); + char* c; + for (c = defenc_c; c < end; c++) { + if ((unsigned char) (*c) >= 128) { + PyUnicode_AsASCIIString(o); + return NULL; + } + } + } +#endif /*__PYX_DEFAULT_STRING_ENCODING_IS_ASCII*/ + *length = PyBytes_GET_SIZE(defenc); + return defenc_c; +#else /* PY_VERSION_HEX < 0x03030000 */ + if (PyUnicode_READY(o) == -1) return NULL; +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + if (PyUnicode_IS_ASCII(o)) { + *length = PyUnicode_GET_DATA_SIZE(o); + return PyUnicode_AsUTF8(o); + } else { + PyUnicode_AsASCIIString(o); + return NULL; + } +#else /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ + return PyUnicode_AsUTF8AndSize(o, length); +#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ +#endif /* PY_VERSION_HEX < 0x03030000 */ + } else +#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT */ + { + char* result; + int r = PyBytes_AsStringAndSize(o, &result, length); + if (r < 0) { + return NULL; + } else { + return result; + } + } +} +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { + int is_true = x == Py_True; + if (is_true | (x == Py_False) | (x == Py_None)) return is_true; + else return PyObject_IsTrue(x); +} +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { + PyNumberMethods *m; + const char *name = NULL; + PyObject *res = NULL; +#if PY_MAJOR_VERSION < 3 + if (PyInt_Check(x) || PyLong_Check(x)) +#else + if (PyLong_Check(x)) +#endif + return Py_INCREF(x), x; + m = Py_TYPE(x)->tp_as_number; +#if PY_MAJOR_VERSION < 3 + if (m && m->nb_int) { + name = "int"; + res = PyNumber_Int(x); + } + else if (m && m->nb_long) { + name = "long"; + res = PyNumber_Long(x); + } +#else + if (m && m->nb_int) { + name = "int"; + res = PyNumber_Long(x); + } +#endif + if (res) { +#if PY_MAJOR_VERSION < 3 + if (!PyInt_Check(res) && !PyLong_Check(res)) { +#else + if (!PyLong_Check(res)) { +#endif + PyErr_Format(PyExc_TypeError, + "__%s__ returned non-%s (type %.200s)", + name, name, Py_TYPE(res)->tp_name); + Py_DECREF(res); + return NULL; + } + } + else if (!PyErr_Occurred()) { + PyErr_SetString(PyExc_TypeError, + "an integer is required"); + } + return res; +} +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { + Py_ssize_t ival; + PyObject* x = PyNumber_Index(b); + if (!x) return -1; + ival = PyInt_AsSsize_t(x); + Py_DECREF(x); + return ival; +} +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { +#if PY_VERSION_HEX < 0x02050000 + if (ival <= LONG_MAX) + return PyInt_FromLong((long)ival); + else { + unsigned char *bytes = (unsigned char *) &ival; + int one = 1; int little = (int)*(unsigned char*)&one; + return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); + } +#else + return PyInt_FromSize_t(ival); +#endif +} +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { + unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); + if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { + if ((val != (unsigned PY_LONG_LONG)-1) || !PyErr_Occurred()) + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to size_t"); + return (size_t)-1; + } + return (size_t)val; +} + + +#endif /* Py_PYTHON_H */ diff --git a/python/cdec/sa/_sa.pxd b/python/cdec/sa/_sa.pxd new file mode 100644 index 00000000..f1cd8e29 --- /dev/null +++ b/python/cdec/sa/_sa.pxd @@ -0,0 +1,45 @@ +from libc.stdio cimport FILE + +cdef class FloatList: + cdef int size + cdef int increment + cdef int len + cdef float* arr + cdef void set(self, int i, float v) + cdef void write_handle(self, FILE* f) + cdef void read_handle(self, FILE* f) + +cdef class IntList: + cdef int size + cdef int increment + cdef int len + cdef int* arr + cdef void set(self, int i, int val) + cdef void _append(self, int val) + cdef void _extend(self, IntList other) + cdef void _extend_arr(self, int* other, int other_len) + cdef void _clear(self) + cdef void write_handle(self, FILE* f) + cdef void read_handle(self, FILE* f) + +cdef class FeatureVector: + cdef IntList names + cdef FloatList values + +cdef class Phrase: + cdef int *syms + cdef int n, *varpos, n_vars + cdef public int chunkpos(self, int k) + cdef public int chunklen(self, int k) + +cdef class Rule: + cdef int lhs + cdef readonly Phrase f, e + cdef FeatureVector scores + cdef int n_scores + cdef word_alignments + +cdef char* sym_tostring(int sym) +cdef char* sym_tocat(int sym) +cdef int sym_isvar(int sym) +cdef int sym_getindex(int sym) diff --git a/python/cdec/sa/_sa.pyx b/python/cdec/sa/_sa.pyx new file mode 100644 index 00000000..4716d174 --- /dev/null +++ b/python/cdec/sa/_sa.pyx @@ -0,0 +1,30 @@ +import logging +import resource +import gzip + +def monitor_cpu(): + return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ + resource.getrusage(resource.RUSAGE_SELF).ru_stime) + +def gzip_or_text(char* filename): + if filename.endswith('.gz'): + return gzip.GzipFile(filename) + else: + return open(filename) + +logger = logging.getLogger('cdec.sa') + +include "float_list.pxi" +include "int_list.pxi" +include "str_map.pxi" +include "data_array.pxi" +include "alignment.pxi" +include "bilex.pxi" +include "veb.pxi" +include "lcp.pxi" +include "sym.pxi" +include "rule.pxi" +include "precomputation.pxi" +include "suffix_array.pxi" +include "rulefactory.pxi" +include "features.pxi" diff --git a/python/cdec/sa/alignment.pxi b/python/cdec/sa/alignment.pxi new file mode 100644 index 00000000..295697f9 --- /dev/null +++ b/python/cdec/sa/alignment.pxi @@ -0,0 +1,106 @@ +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free + +# Note: Callison-Burch uses short instead of int. +# We have the space for our corpus, so this is not a problem; +# May need to revisit if things get really tight, though. + +cdef int ALIGNMENT_CODE = 1 << 16 + +cdef class Alignment: + cdef IntList links + cdef IntList sent_index + + cdef int link(self, int i, int j): + """Integerizes an alignment link pair""" + return i * ALIGNMENT_CODE + j + + def unlink(self, link): + """De-integerizes an alignment link pair""" + return (link / ALIGNMENT_CODE, link % ALIGNMENT_CODE) + + cdef _unlink(self, int link, int* f, int* e): + f[0] = link / ALIGNMENT_CODE + e[0] = link % ALIGNMENT_CODE + + def get_sent_links(self, int sent_id): + cdef IntList sent_links + cdef int* arr + cdef int arr_len + sent_links = IntList() + arr = self._get_sent_links(sent_id, &arr_len) + sent_links._extend_arr(arr, arr_len*2) + free(arr) + return sent_links + + cdef int* _get_sent_links(self, int sent_id, int* num_links): + cdef int* sent_links + cdef int i, start, end + start = self.sent_index.arr[sent_id] + end = self.sent_index.arr[sent_id+1] + num_links[0] = end - start + sent_links = malloc(2*num_links[0]*sizeof(int)) + for i from 0 <= i < num_links[0]: + self._unlink(self.links.arr[start + i], sent_links + (2*i), sent_links + (2*i) + 1) + return sent_links + + def __cinit__(self, from_binary=None, from_text=None): + self.links = IntList(1000,1000) + self.sent_index = IntList(1000,1000) + if from_binary: + self.read_binary(from_binary) + elif from_text: + self.read_text(from_text) + + def read_text(self, char* filename): + with gzip_or_text(filename) as f: + for line in f: + self.sent_index.append(len(self.links)) + pairs = line.split() + for pair in pairs: + (i, j) = map(int, pair.split('-')) + self.links.append(self.link(i, j)) + self.sent_index.append(len(self.links)) + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.links.read_handle(f) + self.sent_index.read_handle(f) + fclose(f) + + def write_text(self, char* filename): + with open(filename, "w") as f: + sent_num = 0 + for i, link in enumerate(self.links): + while i >= self.sent_index[sent_num]: + f.write("\n") + sent_num = sent_num + 1 + f.write("%d-%d " % self.unlink(link)) + f.write("\n") + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.links.write_handle(f) + self.sent_index.write_handle(f) + fclose(f) + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + for link in self.links: + f.write("%d " % link) + f.write("\n") + for i in self.sent_index: + f.write("%d " % i) + f.write("\n") + + def alignment(self, i): + """Return all (e,f) pairs for sentence i""" + cdef int j, start, end + result = [] + start = self.sent_index.arr[i] + end = self.sent_index.arr[i+1] + for j from start <= j < end: + result.append(self.unlink(self.links.arr[j])) + return result diff --git a/python/cdec/sa/bilex.pxi b/python/cdec/sa/bilex.pxi new file mode 100644 index 00000000..44bc0ce6 --- /dev/null +++ b/python/cdec/sa/bilex.pxi @@ -0,0 +1,413 @@ +# defines bilexical dictionaries in C, with some convenience methods +# for reading arrays directly as globs directly from disk. +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, strcpy + +cdef struct _node: + _node* smaller + _node* bigger + int key + int val + +cdef _node* new_node(int key): + cdef _node* n + n = <_node*> malloc(sizeof(_node)) + n.smaller = NULL + n.bigger = NULL + n.key = key + n.val = 0 + return n + + +cdef del_node(_node* n): + if n.smaller != NULL: + del_node(n.smaller) + if n.bigger != NULL: + del_node(n.bigger) + free(n) + +cdef int* get_val(_node* n, int key): + if key == n.key: + return &n.val + elif key < n.key: + if n.smaller == NULL: + n.smaller = new_node(key) + return &(n.smaller.val) + return get_val(n.smaller, key) + else: + if n.bigger == NULL: + n.bigger = new_node(key) + return &(n.bigger.val) + return get_val(n.bigger, key) + + +cdef class BiLex: + cdef FloatList col1 + cdef FloatList col2 + cdef IntList f_index + cdef IntList e_index + cdef id2eword, id2fword, eword2id, fword2id + + def __cinit__(self, from_text=None, from_data=False, from_binary=None, + earray=None, fsarray=None, alignment=None): + self.id2eword = [] + self.id2fword = [] + self.eword2id = {} + self.fword2id = {} + self.e_index = IntList() + self.f_index = IntList() + self.col1 = FloatList() + self.col2 = FloatList() + if from_binary: + self.read_binary(from_binary) + elif from_data: + self.compute_from_data(fsarray, earray, alignment) + else: + self.read_text(from_text) + + + cdef compute_from_data(self, SuffixArray fsa, DataArray eda, Alignment aa): + cdef int sent_id, num_links, l, i, j, f_i, e_j, I, J, V_E, V_F, num_pairs + cdef int *fsent, *esent, *alignment, *links, *ealigned, *faligned + cdef _node** dict + cdef int *fmargin, *emargin, *count + cdef int null_word + + null_word = 0 + for word in fsa.darray.id2word: # I miss list comprehensions + self.id2fword.append(word) + self.id2fword[null_word] = "NULL" + for id, word in enumerate(self.id2fword): + self.fword2id[word] = id + + for word in eda.id2word: + self.id2eword.append(word) + self.id2eword[null_word] = "NULL" + for id, word in enumerate(self.id2eword): + self.eword2id[word] = id + + num_pairs = 0 + + V_E = len(eda.id2word) + V_F = len(fsa.darray.id2word) + fmargin = malloc(V_F*sizeof(int)) + emargin = malloc(V_E*sizeof(int)) + memset(fmargin, 0, V_F*sizeof(int)) + memset(emargin, 0, V_E*sizeof(int)) + + dict = <_node**> malloc(V_F*sizeof(_node*)) + memset(dict, 0, V_F*sizeof(_node*)) + + num_sents = len(fsa.darray.sent_index) + for sent_id from 0 <= sent_id < num_sents-1: + + fsent = fsa.darray.data.arr + fsa.darray.sent_index.arr[sent_id] + I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1 + faligned = malloc(I*sizeof(int)) + memset(faligned, 0, I*sizeof(int)) + + esent = eda.data.arr + eda.sent_index.arr[sent_id] + J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1 + ealigned = malloc(J*sizeof(int)) + memset(ealigned, 0, J*sizeof(int)) + + links = aa._get_sent_links(sent_id, &num_links) + + for l from 0 <= l < num_links: + i = links[l*2] + j = links[l*2+1] + if i >= I or j >= J: + raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) + f_i = fsent[i] + e_j = esent[j] + fmargin[f_i] = fmargin[f_i]+1 + emargin[e_j] = emargin[e_j]+1 + if dict[f_i] == NULL: + dict[f_i] = new_node(e_j) + dict[f_i].val = 1 + num_pairs = num_pairs + 1 + else: + count = get_val(dict[f_i], e_j) + if count[0] == 0: + num_pairs = num_pairs + 1 + count[0] = count[0] + 1 + # add count + faligned[i] = 1 + ealigned[j] = 1 + for i from 0 <= i < I: + if faligned[i] == 0: + f_i = fsent[i] + fmargin[f_i] = fmargin[f_i] + 1 + emargin[null_word] = emargin[null_word] + 1 + if dict[f_i] == NULL: + dict[f_i] = new_node(null_word) + dict[f_i].val = 1 + num_pairs = num_pairs + 1 + else: + count = get_val(dict[f_i], null_word) + if count[0] == 0: + num_pairs = num_pairs + 1 + count[0] = count[0] + 1 + for j from 0 <= j < J: + if ealigned[j] == 0: + e_j = esent[j] + fmargin[null_word] = fmargin[null_word] + 1 + emargin[e_j] = emargin[e_j] + 1 + if dict[null_word] == NULL: + dict[null_word] = new_node(e_j) + dict[null_word].val = 1 + num_pairs = num_pairs + 1 + else: + count = get_val(dict[null_word], e_j) + if count[0] == 0: + num_pairs = num_pairs + 1 + count[0] = count[0] + 1 + free(links) + free(faligned) + free(ealigned) + self.f_index = IntList(initial_len=V_F) + self.e_index = IntList(initial_len=num_pairs) + self.col1 = FloatList(initial_len=num_pairs) + self.col2 = FloatList(initial_len=num_pairs) + + num_pairs = 0 + for i from 0 <= i < V_F: + #self.f_index[i] = num_pairs + self.f_index.set(i, num_pairs) + if dict[i] != NULL: + self._add_node(dict[i], &num_pairs, float(fmargin[i]), emargin) + del_node(dict[i]) + free(fmargin) + free(emargin) + free(dict) + return + + + cdef _add_node(self, _node* n, int* num_pairs, float fmargin, int* emargin): + cdef int loc + if n.smaller != NULL: + self._add_node(n.smaller, num_pairs, fmargin, emargin) + loc = num_pairs[0] + self.e_index.set(loc, n.key) + self.col1.set(loc, float(n.val)/fmargin) + self.col2.set(loc, float(n.val)/float(emargin[n.key])) + num_pairs[0] = loc + 1 + if n.bigger != NULL: + self._add_node(n.bigger, num_pairs, fmargin, emargin) + + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.f_index.write_handle(f) + self.e_index.write_handle(f) + self.col1.write_handle(f) + self.col2.write_handle(f) + self.write_wordlist(self.id2fword, f) + self.write_wordlist(self.id2eword, f) + fclose(f) + + + cdef write_wordlist(self, wordlist, FILE* f): + cdef int word_len + cdef int num_words + + num_words = len(wordlist) + fwrite(&(num_words), sizeof(int), 1, f) + for word in wordlist: + word_len = len(word) + 1 + fwrite(&(word_len), sizeof(int), 1, f) + fwrite(word, sizeof(char), word_len, f) + + + cdef read_wordlist(self, word2id, id2word, FILE* f): + cdef int num_words + cdef int word_len + cdef char* word + + fread(&(num_words), sizeof(int), 1, f) + for i from 0 <= i < num_words: + fread(&(word_len), sizeof(int), 1, f) + word = malloc (word_len * sizeof(char)) + fread(word, sizeof(char), word_len, f) + word2id[word] = len(id2word) + id2word.append(word) + free(word) + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.f_index.read_handle(f) + self.e_index.read_handle(f) + self.col1.read_handle(f) + self.col2.read_handle(f) + self.read_wordlist(self.fword2id, self.id2fword, f) + self.read_wordlist(self.eword2id, self.id2eword, f) + fclose(f) + + + def get_e_id(self, eword): + if eword not in self.eword2id: + e_id = len(self.id2eword) + self.id2eword.append(eword) + self.eword2id[eword] = e_id + return self.eword2id[eword] + + + def get_f_id(self, fword): + if fword not in self.fword2id: + f_id = len(self.id2fword) + self.id2fword.append(fword) + self.fword2id[fword] = f_id + return self.fword2id[fword] + + + def read_text(self, char* filename): + cdef i, j, w, e_id, f_id, n_f, n_e, N + cdef IntList fcount + + fcount = IntList() + with gzip_or_text(filename) as f: + # first loop merely establishes size of array objects + for line in f: + (fword, eword, score1, score2) = line.split() + f_id = self.get_f_id(fword) + e_id = self.get_e_id(eword) + while f_id >= len(fcount): + fcount.append(0) + fcount.arr[f_id] = fcount.arr[f_id] + 1 + + # Allocate space for dictionary in arrays + N = 0 + n_f = len(fcount) + self.f_index = IntList(initial_len=n_f+1) + for i from 0 <= i < n_f: + self.f_index.arr[i] = N + N = N + fcount.arr[i] + fcount.arr[i] = 0 + self.f_index.arr[n_f] = N + self.e_index = IntList(initial_len=N) + self.col1 = FloatList(initial_len=N) + self.col2 = FloatList(initial_len=N) + + # Re-read file, placing words into buckets + f.seek(0) + for line in f: + (fword, eword, score1, score2) = line.split() + f_id = self.get_f_id(fword) + e_id = self.get_e_id(eword) + index = self.f_index.arr[f_id] + fcount.arr[f_id] + fcount.arr[f_id] = fcount.arr[f_id] + 1 + self.e_index.arr[index] = int(e_id) + self.col1[index] = float(score1) + self.col2[index] = float(score2) + + # Sort buckets by eword + for b from 0 <= b < n_f: + i = self.f_index.arr[b] + j = self.f_index.arr[b+1] + self.qsort(i,j, "") + + + cdef swap(self, int i, int j): + cdef int itmp + cdef float ftmp + + if i == j: + return + + itmp = self.e_index.arr[i] + self.e_index.arr[i] = self.e_index.arr[j] + self.e_index.arr[j] = itmp + + ftmp = self.col1.arr[i] + self.col1.arr[i] = self.col1.arr[j] + self.col1.arr[j] = ftmp + + ftmp = self.col2.arr[i] + self.col2.arr[i] = self.col2.arr[j] + self.col2.arr[j] = ftmp + + + cdef qsort(self, int i, int j, pad): + cdef int pval, p + + if i > j: + raise Exception("Sort error in CLex") + if i == j: #empty interval + return + if i == j-1: # singleton interval + return + + p = (i+j)/2 + pval = self.e_index.arr[p] + self.swap(i, p) + p = i + for k from i+1 <= k < j: + if pval >= self.e_index.arr[k]: + self.swap(p+1, k) + self.swap(p, p+1) + p = p + 1 + self.qsort(i,p, pad+" ") + self.qsort(p+1,j, pad+" ") + + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + for i in self.f_index: + f.write("%d " % i) + f.write("\n") + for i, s1, s2 in zip(self.e_index, self.col1, self.col2): + f.write("%d %f %f " % (i, s1, s2)) + f.write("\n") + for i, w in enumerate(self.id2fword): + f.write("%d %s " % (i, w)) + f.write("\n") + for i, w in enumerate(self.id2eword): + f.write("%d %s " % (i, w)) + f.write("\n") + + + def get_score(self, fword, eword, col): + cdef e_id, f_id, low, high, midpoint, val + + if eword not in self.eword2id: + return None + if fword not in self.fword2id: + return None + f_id = self.fword2id[fword] + e_id = self.eword2id[eword] + low = self.f_index.arr[f_id] + high = self.f_index.arr[f_id+1] + while high - low > 0: + midpoint = (low+high)/2 + val = self.e_index.arr[midpoint] + if val == e_id: + if col == 0: + return self.col1.arr[midpoint] + if col == 1: + return self.col2.arr[midpoint] + if val > e_id: + high = midpoint + if val < e_id: + low = midpoint + 1 + return None + + + def write_text(self, char* filename): + """Note: does not guarantee writing the dictionary in the original order""" + cdef i, N, e_id, f_id + + with open(filename, "w") as f: + N = len(self.e_index) + f_id = 0 + for i from 0 <= i < N: + while self.f_index.arr[f_id+1] == i: + f_id = f_id + 1 + e_id = self.e_index.arr[i] + score1 = self.col1.arr[i] + score2 = self.col2.arr[i] + f.write("%s %s %.6f %.6f\n" % (self.id2fword[f_id], self.id2eword[e_id], score1, score2)) diff --git a/python/cdec/sa/compile.py b/python/cdec/sa/compile.py new file mode 100644 index 00000000..d4cd8387 --- /dev/null +++ b/python/cdec/sa/compile.py @@ -0,0 +1,132 @@ +#!/usr/bin/env python +import argparse +import os +import logging +import cdec.configobj +import cdec.sa +from cdec.sa._sa import monitor_cpu +import sys + +MAX_PHRASE_LENGTH = 4 +def precompute(f_sa, max_len, max_nt, max_size, min_gap, rank1, rank2, tight_phrases): + lcp = cdec.sa.LCP(f_sa) + stats = sorted(lcp.compute_stats(MAX_PHRASE_LENGTH), reverse=True) + precomp = cdec.sa.Precomputation(from_stats=stats, + fsarray=f_sa, + precompute_rank=rank1, + precompute_secondary_rank=rank2, + max_length=max_len, + max_nonterminals=max_nt, + train_max_initial_size=max_size, + train_min_gap_size=min_gap) + return precomp + +def main(): + preprocess_start_time = monitor_cpu() + sys.setrecursionlimit(sys.getrecursionlimit() * 100) + + logging.basicConfig(level=logging.INFO) + logger = logging.getLogger('cdec.sa.compile') + parser = argparse.ArgumentParser(description='Compile a corpus into a suffix array.') + parser.add_argument('--maxnt', '-n', type=int, default=2, + help='Maximum number of non-terminal symbols') + parser.add_argument('--maxlen', '-l', type=int, default=5, + help='Maximum number of terminals') + parser.add_argument('--maxsize', '-s', type=int, default=15, + help='Maximum rule span') + parser.add_argument('--mingap', '-g', type=int, default=1, + help='Minimum gap size') + parser.add_argument('--rank1', '-r1', type=int, default=100, + help='Number of pre-computed frequent patterns') + parser.add_argument('--rank2', '-r2', type=int, default=10, + help='Number of pre-computed super-frequent patterns)') + parser.add_argument('--loose', action='store_true', + help='Enable loose phrase extraction (default: tight)') + parser.add_argument('-c', '--config', default='/dev/stdout', + help='Output configuration') + parser.add_argument('-f', '--source', + help='Source language corpus') + parser.add_argument('-e', '--target', + help='Target language corpus') + parser.add_argument('-b', '--bitext', + help='Parallel text (source ||| target)') + parser.add_argument('-a', '--alignment', required=True, + help='Bitext word alignment') + parser.add_argument('-o', '--output', required=True, + help='Output path') + args = parser.parse_args() + + if not ((args.source and args.target) or args.bitext): + parser.error('a parallel corpus is required\n' + '\tuse -f (source) with -e (target) or -b (bitext)') + + param_names = ('max_len', 'max_nt', 'max_size', 'min_gap', + 'rank1', 'rank2', 'tight_phrases') + params = (args.maxlen, args.maxnt, args.maxsize, args.mingap, + args.rank1, args.rank2, not args.loose) + + if not os.path.exists(args.output): + os.mkdir(args.output) + + f_sa_bin = os.path.join(args.output, 'f.sa.bin') + e_bin = os.path.join(args.output, 'e.bin') + precomp_file = 'precomp.{0}.{1}.{2}.{3}.{4}.{5}.bin'.format(*params) + precomp_bin = os.path.join(args.output, precomp_file) + a_bin = os.path.join(args.output, 'a.bin') + lex_bin = os.path.join(args.output, 'lex.bin') + + start_time = monitor_cpu() + logger.info('Compiling source suffix array') + if args.bitext: + f_sa = cdec.sa.SuffixArray(from_text=args.bitext, side='source') + else: + f_sa = cdec.sa.SuffixArray(from_text=args.source) + f_sa.write_binary(f_sa_bin) + stop_time = monitor_cpu() + logger.info('Compiling source suffix array took %f seconds', stop_time - start_time) + + start_time = monitor_cpu() + logger.info('Compiling target data array') + if args.bitext: + e = cdec.sa.DataArray(from_text=args.bitext, side='target') + else: + e = cdec.sa.DataArray(from_text=args.target) + e.write_binary(e_bin) + stop_time = monitor_cpu() + logger.info('Compiling target data array took %f seconds', stop_time - start_time) + + start_time = monitor_cpu() + logger.info('Precomputing frequent phrases') + precompute(f_sa, *params).write_binary(precomp_bin) + stop_time = monitor_cpu() + logger.info('Compiling precomputations took %f seconds', stop_time - start_time) + + start_time = monitor_cpu() + logger.info('Compiling alignment') + a = cdec.sa.Alignment(from_text=args.alignment) + a.write_binary(a_bin) + stop_time = monitor_cpu() + logger.info('Compiling alignment took %f seonds', stop_time - start_time) + + start_time = monitor_cpu() + logger.info('Compiling bilexical dictionary') + lex = cdec.sa.BiLex(from_data=True, alignment=a, earray=e, fsarray=f_sa) + lex.write_binary(lex_bin) + stop_time = monitor_cpu() + logger.info('Compiling bilexical dictionary took %f seconds', stop_time - start_time) + + # Write configuration + config = cdec.configobj.ConfigObj(args.config, unrepr=True) + config['f_sa_file'] = os.path.abspath(f_sa_bin) + config['e_file'] = os.path.abspath(e_bin) + config['a_file'] = os.path.abspath(a_bin) + config['lex_file'] = os.path.abspath(lex_bin) + config['precompute_file'] = os.path.abspath(precomp_bin) + for name, value in zip(param_names, params): + config[name] = value + config.write() + preprocess_stop_time = monitor_cpu() + logger.info('Overall preprocessing step took %f seconds', preprocess_stop_time - preprocess_start_time) + +if __name__ == '__main__': + main() diff --git a/python/cdec/sa/data_array.pxi b/python/cdec/sa/data_array.pxi new file mode 100644 index 00000000..2a8ea921 --- /dev/null +++ b/python/cdec/sa/data_array.pxi @@ -0,0 +1,157 @@ +# Defines "data arrays" that can be directly written to/read from disk in binary format +# In particular, the array itself is written/read directly as a glob of binary data +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, strcpy + +cdef class DataArray: + cdef public word2id + cdef public id2word + cdef public IntList data + cdef public IntList sent_id + cdef public IntList sent_index + cdef bint use_sent_id + + def __cinit__(self, from_binary=None, from_text=None, side=None, bint use_sent_id=False): + self.word2id = {"END_OF_FILE":0, "END_OF_LINE":1} + self.id2word = ["END_OF_FILE", "END_OF_LINE"] + self.data = IntList(1000,1000) + self.sent_id = IntList(1000,1000) + self.sent_index = IntList(1000,1000) + self.use_sent_id = use_sent_id + if from_binary: + self.read_binary(from_binary) + elif from_text: + if side: + self.read_bitext(from_text, (0 if side == 'source' else 1)) + else: + self.read_text(from_text) + + def __len__(self): + return len(self.data) + + def get_sentence_id(self, i): + return self.sent_id.arr[i] + + def get_sentence(self, i): + cdef int j, start, stop + sent = [] + start = self.sent_index.arr[i] + stop = self.sent_index.arr[i+1] + for i from start <= i < stop: + sent.append(self.id2word[self.data.arr[i]]) + return sent + + def get_id(self, word): + if not word in self.word2id: + self.word2id[word] = len(self.id2word) + self.id2word.append(word) + return self.word2id[word] + + def __getitem__(self, loc): + return self.id2word[self.data.arr[loc]] + + def get_sentence_bounds(self, loc): + cdef int sid = self.sent_id.arr[loc] + return (self.sent_index.arr[sid], self.sent_index.arr[sid+1]) + + def write_text(self, char* filename): + with open(filename, "w") as f: + for w_id in self.data: + if w_id > 1: + f.write("%s " % self.get_word(w_id)) + if w_id == 1: + f.write("\n") + + def read_text(self, char* filename): + with gzip_or_text(filename) as fp: + self.read_text_data(fp) + + def read_bitext(self, char* filename, int side): + with gzip_or_text(filename) as fp: + data = (line.split(' ||| ')[side] for line in fp) + self.read_text_data(data) + + def read_text_data(self, data): + cdef int word_count = 0 + for line_num, line in enumerate(data): + self.sent_index.append(word_count) + for word in line.split(): + self.data.append(self.get_id(word)) + if self.use_sent_id: + self.sent_id.append(line_num) + word_count = word_count + 1 + self.data.append(1) + if self.use_sent_id: + self.sent_id.append(line_num) + word_count = word_count + 1 + self.data.append(0) + self.sent_index.append(word_count) + + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.read_handle(f) + fclose(f) + + cdef void read_handle(self, FILE* f): + cdef int num_words, word_len + cdef unsigned i + cdef char* word + + self.data.read_handle(f) + self.sent_index.read_handle(f) + self.sent_id.read_handle(f) + fread(&(num_words), sizeof(int), 1, f) + for i in range(num_words): + fread(&(word_len), sizeof(int), 1, f) + word = malloc (word_len * sizeof(char)) + fread(word, sizeof(char), word_len, f) + self.word2id[word] = len(self.id2word) + self.id2word.append(word) + free(word) + if len(self.sent_id) == 0: + self.use_sent_id = False + else: + self.use_sent_id = True + + cdef void write_handle(self, FILE* f): + cdef int word_len + cdef int num_words + + self.data.write_handle(f) + self.sent_index.write_handle(f) + self.sent_id.write_handle(f) + num_words = len(self.id2word) - 2 + fwrite(&(num_words), sizeof(int), 1, f) + for word in self.id2word[2:]: + word_len = len(word) + 1 + fwrite(&(word_len), sizeof(int), 1, f) + fwrite(word, sizeof(char), word_len, f) + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.write_handle(f) + fclose(f) + + def write_enhanced_handle(self, f): + for i in self.data: + f.write("%d " %i) + f.write("\n") + for i in self.sent_index: + f.write("%d " %i) + f.write("\n") + for i in self.sent_id: + f.write("%d " %i) + f.write("\n") + for word in self.id2word: + f.write("%s %d " % (word, self.word2id[word])) + f.write("\n") + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + self.write_enhanced_handle(self, f) diff --git a/python/cdec/sa/extract.py b/python/cdec/sa/extract.py new file mode 100644 index 00000000..b6502c52 --- /dev/null +++ b/python/cdec/sa/extract.py @@ -0,0 +1,113 @@ +#!/usr/bin/env python +import sys +import os +import re +import gzip +import argparse +import logging +import signal +import multiprocessing as mp +import cdec.sa +from cdec.sa._sa import monitor_cpu + +extractor, prefix = None, None +online, compress = False, False + +def make_extractor(args): + global extractor, prefix, online, compress + signal.signal(signal.SIGINT, signal.SIG_IGN) # Let parent process catch Ctrl+C + load_features(args.features) + extractor = cdec.sa.GrammarExtractor(args.config, online) + prefix = args.grammars + online = args.online + compress = args.compress + +def load_features(features): + for featdef in features: + logging.info('Loading additional feature definitions from %s', featdef) + prefix = os.path.dirname(featdef) + sys.path.append(prefix) + __import__(os.path.basename(featdef).replace('.py', '')) + sys.path.remove(prefix) + +def extract(inp): + global extractor, prefix, online, compress + i, sentence = inp + sentence = sentence[:-1] + fields = re.split('\s*\|\|\|\s*', sentence) + suffix = '' + # 3 fields for online mode, 1 for normal + if online: + if len(fields) < 3: + sys.stderr.write('Error: online mode requires references and alignments.' + ' Not adding sentence to training data: {}\n'.format(sentence)) + sentence = fields[0] + else: + sentence, reference, alignment = fields[0:3] + if len(fields) > 3: + suffix = ' ||| ' + ' ||| '.join(fields[3:]) + else: + if len(fields) > 1: + sentence = fields[0] + suffix = ' ||| ' + ' ||| '.join(fields[1:]) + + grammar_file = os.path.join(prefix, 'grammar.'+str(i)) + if compress: grammar_file += '.gz' + with (gzip.open if compress else open)(grammar_file, 'w') as output: + for rule in extractor.grammar(sentence): + output.write(str(rule)+'\n') + # Add training instance _after_ extracting grammars + if online: + extractor.add_instance(sentence, reference, alignment) + grammar_file = os.path.abspath(grammar_file) + return '{}{}'.format(grammar_file, i, sentence, suffix) + +def main(): + global online + logging.basicConfig(level=logging.INFO) + parser = argparse.ArgumentParser(description='Extract grammars from a compiled corpus.') + parser.add_argument('-c', '--config', required=True, + help='extractor configuration') + parser.add_argument('-g', '--grammars', required=True, + help='grammar output path') + parser.add_argument('-j', '--jobs', type=int, default=1, + help='number of parallel extractors') + parser.add_argument('-s', '--chunksize', type=int, default=10, + help='number of sentences / chunk') + parser.add_argument('-f', '--features', nargs='*', default=[], + help='additional feature definitions') + parser.add_argument('-o', '--online', action='store_true', + help='online grammar extraction') + parser.add_argument('-z', '--compress', action='store_true', + help='compress grammars with gzip') + args = parser.parse_args() + + if not os.path.exists(args.grammars): + os.mkdir(args.grammars) + for featdef in args.features: + if not featdef.endswith('.py'): + sys.stderr.write('Error: feature definition file <{}>' + ' should be a python module\n'.format(featdef)) + sys.exit(1) + + online = args.online + + start_time = monitor_cpu() + if args.jobs > 1: + logging.info('Starting %d workers; chunk size: %d', args.jobs, args.chunksize) + pool = mp.Pool(args.jobs, make_extractor, (args,)) + try: + for output in pool.imap(extract, enumerate(sys.stdin), args.chunksize): + print(output) + except KeyboardInterrupt: + pool.terminate() + else: + make_extractor(args) + for output in map(extract, enumerate(sys.stdin)): + print(output) + + stop_time = monitor_cpu() + logging.info("Overall extraction step took %f seconds", stop_time - start_time) + +if __name__ == '__main__': + main() diff --git a/python/cdec/sa/extractor.py b/python/cdec/sa/extractor.py new file mode 100644 index 00000000..acc13cbc --- /dev/null +++ b/python/cdec/sa/extractor.py @@ -0,0 +1,106 @@ +from itertools import chain +import os, sys +import cdec.configobj +from cdec.sa.features import EgivenFCoherent, SampleCountF, CountEF,\ + MaxLexEgivenF, MaxLexFgivenE, IsSingletonF, IsSingletonFE,\ + IsSupportedOnline +import cdec.sa + +# maximum span of a grammar rule in TEST DATA +MAX_INITIAL_SIZE = 15 + +class GrammarExtractor: + def __init__(self, config, online=False, features=None): + if isinstance(config, basestring): + if not os.path.exists(config): + raise IOError('cannot read configuration from {0}'.format(config)) + config = cdec.configobj.ConfigObj(config, unrepr=True) + alignment = cdec.sa.Alignment(from_binary=config['a_file']) + self.factory = cdec.sa.HieroCachingRuleFactory( + # compiled alignment object (REQUIRED) + alignment, + # name of generic nonterminal used by Hiero + category="[X]", + # maximum number of contiguous chunks of terminal symbols in RHS of a rule + max_chunks=config['max_nt']+1, + # maximum span of a grammar rule in TEST DATA + max_initial_size=MAX_INITIAL_SIZE, + # maximum number of symbols (both T and NT) allowed in a rule + max_length=config['max_len'], + # maximum number of nonterminals allowed in a rule (set >2 at your own risk) + max_nonterminals=config['max_nt'], + # maximum number of contiguous chunks of terminal symbols + # in target-side RHS of a rule. + max_target_chunks=config['max_nt']+1, + # maximum number of target side symbols (both T and NT) allowed in a rule. + max_target_length=MAX_INITIAL_SIZE, + # minimum span of a nonterminal in the RHS of a rule in TEST DATA + min_gap_size=1, + # filename of file containing precomputed collocations + precompute_file=config['precompute_file'], + # maximum frequency rank of patterns used to compute triples (< 20) + precompute_secondary_rank=config['rank2'], + # maximum frequency rank of patterns used to compute collocations (< 300) + precompute_rank=config['rank1'], + # require extracted rules to have at least one aligned word + require_aligned_terminal=True, + # require each contiguous chunk of extracted rules + # to have at least one aligned word + require_aligned_chunks=False, + # maximum span of a grammar rule extracted from TRAINING DATA + train_max_initial_size=config['max_size'], + # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA + train_min_gap_size=config['min_gap'], + # False if phrases should be loose (better but slower), True otherwise + tight_phrases=config.get('tight_phrases', True), + ) + + # lexical weighting tables + tt = cdec.sa.BiLex(from_binary=config['lex_file']) + + # TODO: clean this up + extended_features = [] + if online: + extended_features.append(IsSupportedOnline) + + # TODO: use @cdec.sa.features decorator for standard features too + # + add a mask to disable features + for f in cdec.sa._SA_FEATURES: + extended_features.append(f) + + scorer = cdec.sa.Scorer(EgivenFCoherent, SampleCountF, CountEF, + MaxLexFgivenE(tt), MaxLexEgivenF(tt), IsSingletonF, IsSingletonFE, + *extended_features) + + fsarray = cdec.sa.SuffixArray(from_binary=config['f_sa_file']) + edarray = cdec.sa.DataArray(from_binary=config['e_file']) + + # lower=faster, higher=better; improvements level off above 200-300 range, + # -1 = don't sample, use all data (VERY SLOW!) + sampler = cdec.sa.Sampler(300, fsarray) + + self.factory.configure(fsarray, edarray, sampler, scorer) + # Initialize feature definitions with configuration + for fn in cdec.sa._SA_CONFIGURE: + fn(config) + + def grammar(self, sentence): + if isinstance(sentence, unicode): + sentence = sentence.encode('utf8') + words = tuple(chain(('',), sentence.split(), ('',))) + meta = cdec.sa.annotate(words) + cnet = cdec.sa.make_lattice(words) + return self.factory.input(cnet, meta) + + # Add training instance to data + def add_instance(self, sentence, reference, alignment): + f_words = cdec.sa.encode_words(sentence.split()) + e_words = cdec.sa.encode_words(reference.split()) + al = sorted(tuple(int(i) for i in pair.split('-')) for pair in alignment.split()) + self.factory.add_instance(f_words, e_words, al) + + # Debugging + def dump_online_stats(self): + self.factory.dump_online_stats() + def dump_online_rules(self): + self.factory.dump_online_rules() \ No newline at end of file diff --git a/python/cdec/sa/features.pxi b/python/cdec/sa/features.pxi new file mode 100644 index 00000000..9b9ecf3c --- /dev/null +++ b/python/cdec/sa/features.pxi @@ -0,0 +1,33 @@ +cdef StringMap FD = StringMap() # Feature name dictionary + +INITIAL_CAPACITY = 7 # default number of features +INCREMENT = INITIAL_CAPACITY # double size + +cdef class FeatureVector: + def __cinit__(self): + self.names = IntList(INITIAL_CAPACITY, INCREMENT) + self.values = FloatList(INITIAL_CAPACITY, INCREMENT) + + def set(self, unsigned name, float value): + self.names.append(name) + self.values.append(value) + + def __iter__(self): + cdef unsigned i + for i in range(self.names.len): + yield (FD.word(self.names[i]), self.values[i]) + + def __str__(self): + return ' '.join('%s=%s' % feat for feat in self) + +cdef class Scorer: + cdef models + def __init__(self, *models): + names = [FD.index(model.__name__) for model in models] + self.models = zip(names, models) + + cdef FeatureVector score(self, ctx): + cdef FeatureVector scores = FeatureVector() + for name, model in self.models: + scores.set(name, model(ctx)) + return scores diff --git a/python/cdec/sa/features.py b/python/cdec/sa/features.py new file mode 100644 index 00000000..c8fc1cca --- /dev/null +++ b/python/cdec/sa/features.py @@ -0,0 +1,142 @@ +from __future__ import division +import math + +from cdec.sa import isvar + +MAXSCORE = 99 + +def EgivenF(ctx): # p(e|f) = c(e, f)/c(f) + if not ctx.online: + prob = ctx.paircount/ctx.fcount + else: + prob = (ctx.paircount + ctx.online.paircount) / (ctx.fcount + ctx.online.fcount) + return -math.log10(prob) + +def CountEF(ctx): # c(e, f) + if not ctx.online: + count = 1 + ctx.paircount + else: + count = 1 + ctx.paircount + ctx.online.paircount + return math.log10(count) + +def SampleCountF(ctx): # sample c(f) + if not ctx.online: + count = 1 + ctx.fsample_count + else: + count = 1 + ctx.fsample_count + ctx.online.fsample_count + return math.log10(count) + +def EgivenFCoherent(ctx): # c(e, f) / sample c(f) + if not ctx.online: + prob = ctx.paircount/ctx.fsample_count + else: + prob = (ctx.paircount + ctx.online.paircount) / (ctx.fsample_count + ctx.online.fsample_count) + return -math.log10(prob) if prob > 0 else MAXSCORE + +def CoherenceProb(ctx): # c(f) / sample c(f) + if not ctx.online: + prob = ctx.fcount/ctx.fsample_count + else: + prob = (ctx.fcount + ctx.online.fcount) / (ctx.fsample_count + ctx.online.fsample_count) + return -math.log10(prob) + +def MaxLexEgivenF(ttable): + def MaxLexEgivenF(ctx): + fwords = ctx.fphrase.words + fwords.append('NULL') + # Always use this for now + if not ctx.online or ctx.online: + maxOffScore = 0.0 + for e in ctx.ephrase.words: + maxScore = max(ttable.get_score(f, e, 0) for f in fwords) + maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return maxOffScore + else: + # For now, straight average + maxOffScore = 0.0 + maxOnScore = 0.0 + for e in ctx.ephrase.words: + maxScore = max(ttable.get_score(f, e, 0) for f in fwords) + maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + for e in ctx.ephrase: + if not isvar(e): + maxScore = 0.0 + for f in ctx.fphrase: + if not isvar(f): + b_f = ctx.online.bilex_f.get(f, 0) + if b_f: + maxScore = max(maxScore, ctx.online.bilex_fe.get(f, {}).get(e)) + maxOnScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return (maxOffScore + maxOnScore) / 2 + return MaxLexEgivenF + +def MaxLexFgivenE(ttable): + def MaxLexFgivenE(ctx): + ewords = ctx.ephrase.words + ewords.append('NULL') + # Always use this for now + if not ctx.online or ctx.online: + maxOffScore = 0.0 + for f in ctx.fphrase.words: + maxScore = max(ttable.get_score(f, e, 1) for e in ewords) + maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return maxOffScore + else: + # For now, straight average + maxOffScore = 0.0 + maxOnScore = 0.0 + for f in ctx.fphrase.words: + maxScore = max(ttable.get_score(f, e, 1) for e in ewords) + maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + for f in ctx.fphrase: + if not isvar(f): + maxScore = 0.0 + for e in ctx.ephrase: + if not isvar(e): + b_e = ctx.online.bilex_e.get(e, 0) + if b_e: + maxScore = max(maxScore, ctx.online.bilex_fe.get(f, {}).get(e, 0) / b_e ) + maxOnScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return (maxOffScore + maxOnScore) / 2 + return MaxLexFgivenE + +def IsSingletonF(ctx): + if not ctx.online: + count = ctx.fcount + else: + count = ctx.fcount + ctx.online.fcount + return math.fabs(count - 1) < 1e-6 + +def IsSingletonFE(ctx): + if not ctx.online: + count = ctx.paircount + else: + count = ctx.paircount + ctx.online.paircount + return (count == 1) + +def IsNotSingletonF(ctx): + if not ctx.online: + count = ctx.fcount + else: + count = ctx.fcount + ctx.online.fcount + return (count > 1) + +def IsNotSingletonFE(ctx): + if not ctx.online: + count = ctx.paircount + else: + count = ctx.paircount + ctx.online.paircount + return (ctx.paircount > 1) + +def IsFEGreaterThanZero(ctx): + if not ctx.online: + count = ctx.paircount + else: + count = ctx.paircount + ctx.online.paircount + return (ctx.paircount > 0.01) + +def IsSupportedOnline(ctx): # Occurs in online data? + if ctx.online: + return (ctx.online.paircount > 0.01) + else: + return False diff --git a/python/cdec/sa/float_list.pxi b/python/cdec/sa/float_list.pxi new file mode 100644 index 00000000..b98e444f --- /dev/null +++ b/python/cdec/sa/float_list.pxi @@ -0,0 +1,73 @@ +# defines int arrays in C, with some convenience methods +# for reading arrays directly as globs directly from disk. +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, strcpy, strlen + +cdef class FloatList: + + def __cinit__(self, int size=0, int increment=1, int initial_len=0): + if initial_len > size: + size = initial_len + self.size = size + self.increment = increment + self.len = initial_len + self.arr = malloc(size*sizeof(float)) + memset(self.arr, 0, initial_len*sizeof(float)) + + def __dealloc__(self): + free(self.arr) + + def __getitem__(self, i): + j = i + if i<0: + j = self.len + i + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len)) + return self.arr[j] + + cdef void set(self, int i, float v): + j = i + if i<0: + j = self.len + i + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len)) + self.arr[j] = v + + def __setitem__(self, i, val): + self.set(i, val) + + def __len__(self): + return self.len + + def append(self, float val): + if self.len == self.size: + self.size = self.size + self.increment + self.arr = realloc(self.arr, self.size*sizeof(float)) + self.arr[self.len] = val + self.len = self.len + 1 + + cdef void write_handle(self, FILE* f): + fwrite(&(self.len), sizeof(float), 1, f) + fwrite(self.arr, sizeof(float), self.len, f) + + def write(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.write_handle(f) + fclose(f) + + cdef void read_handle(self, FILE* f): + free(self.arr) + fread(&(self.len), sizeof(float), 1, f) + self.arr = malloc(self.len * sizeof(float)) + self.size = self.len + fread(self.arr, sizeof(float), self.len, f) + + def read(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.read_handle(f) + fclose(f) diff --git a/python/cdec/sa/int_list.pxi b/python/cdec/sa/int_list.pxi new file mode 100644 index 00000000..46d434e7 --- /dev/null +++ b/python/cdec/sa/int_list.pxi @@ -0,0 +1,178 @@ +# defines int arrays in C, with some convenience methods +# for reading arrays as globs directly from disk. +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, memcpy + +cdef class IntList: + + def __cinit__(self, int size=0, int increment=1, int initial_len=0): + if initial_len > size: + size = initial_len + self.size = size + self.increment = increment + self.len = initial_len + self.arr = malloc(size*sizeof(int)) + memset(self.arr, 0, initial_len*sizeof(int)) + + def __str__(self): + cdef unsigned i + ret = "IntList[" + for idx in range(self.size): + if idx>0: + ret += "," + ret += str(self.arr[idx]) + ret += "]" + ret += "len=" + ret += str(self.len) + return ret + + def index(self, int val): + cdef unsigned i + for i in range(self.len): + if self.arr[i] == val: + return i + raise ValueError('%s not in IntList' % val) + + def partition(self,start,end): + pivot = self.arr[end] + bottom = start-1 + top = end + done = 0 + while not done: + while not done: + bottom += 1 + if bottom == top: + done = 1 + break + if self.arr[bottom] > pivot: + self.arr[top] = self.arr[bottom] + break + while not done: + top -= 1 + if top == bottom: + done = 1 + break + if self.arr[top] < pivot: + self.arr[bottom] = self.arr[top] + break + self.arr[top] = pivot + return top + + def _doquicksort(self,start,end): + if start < end: + split = self.partition(start,end) + self._doquicksort(start,split-1) + self._doquicksort(split+1,end) + else: + return + + def sort(self): + self._doquicksort(0,self.len-1) + + def reset(self): + self.len = 0 + + def __dealloc__(self): + free(self.arr) + + def __iter__(self): + cdef int i + for i in range(self.len): + yield self.arr[i] + + def __getitem__(self, index): + cdef int i, j, k + if isinstance(index, int): + j = index + if j < 0: + j = self.len + j + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length IntList" % (index, self.len)) + return self.arr[j] + elif isinstance(index, slice): + i = index.start + j = index.stop + if i < 0: + i = self.len + i + if j < 0: + j = self.len + j + if i < 0 or i >= self.len or j < 0 or j > self.len: + raise IndexError("Requested index %d:%d of %d-length IntList" % (index.start, index.stop, self.len)) + result = () + for k from i <= k < j: + result = result + (self.arr[k],) + return result + else: + raise TypeError("Illegal key type %s for IntList" % type(index)) + + cdef void set(self, int i, int val): + j = i + if i<0: + j = self.len + i + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length IntList" % (i, self.len)) + self.arr[j] = val + + def __setitem__(self, i, val): + self.set(i, val) + + def __len__(self): + return self.len + + def get_size(self): + return self.size + + def append(self, int val): + self._append(val) + + cdef void _append(self, int val): + if self.len == self.size: + self.size = self.size + self.increment + self.arr = realloc(self.arr, self.size*sizeof(int)) + self.arr[self.len] = val + self.len = self.len + 1 + + def extend(self, other): + self._extend(other) + + cdef void _extend(self, IntList other): + self._extend_arr(other.arr, other.len) + + cdef void _extend_arr(self, int* other, int other_len): + if self.size < self.len + other_len: + self.size = self.len + other_len + self.arr = realloc(self.arr, self.size*sizeof(int)) + memcpy(self.arr+self.len, other, other_len*sizeof(int)) + self.len = self.len + other_len + + cdef void _clear(self): + free(self.arr) + self.len = 0 + self.size = 0 + self.arr = malloc(0) + + cdef void write_handle(self, FILE* f): + fwrite(&(self.len), sizeof(int), 1, f) + fwrite(self.arr, sizeof(int), self.len, f) + + def write(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.write_handle(f) + fclose(f) + + cdef void read_handle(self, FILE* f): + (self.arr) + fread(&(self.len), sizeof(int), 1, f) + self.arr = malloc(self.len * sizeof(int)) + self.size = self.len + fread(self.arr, sizeof(int), self.len, f) + + def read(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.read_handle(f) + fclose(f) diff --git a/python/cdec/sa/lcp.pxi b/python/cdec/sa/lcp.pxi new file mode 100644 index 00000000..8e86e611 --- /dev/null +++ b/python/cdec/sa/lcp.pxi @@ -0,0 +1,89 @@ +"""Compute LCP array for a suffix array using the Kasai et al. algorithm +Can also be used to compute statistics such +as k most frequent n-grams""" + +cdef class LCP: + cdef SuffixArray sa + cdef IntList lcp + + def __cinit__(self, SuffixArray sa): + cdef int i, k, j, h, n + cdef IntList rank + + logger.info("Constructing LCP array") + self.sa = sa + n = self.sa.sa.len + self.lcp = IntList(initial_len=n) + + rank = IntList(initial_len=n) + for i from 0 <= i < n: + rank.arr[sa.sa.arr[i]] = i + + h = 0 + for i from 0 <= i < n: + k = rank.arr[i] + if k == 0: + self.lcp.arr[k] = -1 + else: + j = sa.sa.arr[k-1] + while i+h < n and j+h < n and sa.darray.data.arr[i+h] == sa.darray.data.arr[j+h]: + h = h+1 + self.lcp.arr[k] = h + if h > 0: + h = h-1 + logger.info("LCP array completed") + + def compute_stats(self, int max_n): + """Note: the output of this function is not exact. In + particular, the frequency associated with each word is + not guaranteed to be correct. This is due to a bit of + laxness in the design; the function is intended only to + obtain a list of the most frequent words; for this + purpose it is perfectly fine""" + cdef int i, ii, iii, j, k, h, n, N, rs, freq, valid + cdef IntList run_start + cdef IntList ngram_start + cdef VEB veb + + N = self.sa.sa.len + + ngram_starts = [] + for n from 0 <= n < max_n: + ngram_starts.append(IntList(initial_len=N)) + + run_start = IntList(initial_len=max_n) + veb = VEB(N) + + for i from 0 <= i < N: + h = self.lcp.arr[i] + if h < 0: + h = 0 + for n from h <= n < max_n: + rs = run_start.arr[n] + run_start.arr[n] = i + freq = i - rs + if freq > 1000: # arbitrary, but see note below + veb._insert(freq) + ngram_start = ngram_starts[n] + while ngram_start.arr[freq] > 0: + freq = freq + 1 # cheating a bit, should be ok for sparse histogram + ngram_start.arr[freq] = rs + i = veb.veb.min_val + while i != -1: + ii = veb._findsucc(i) + for n from 0 <= n < max_n: + ngram_start = ngram_starts[n] + iii = i + rs = ngram_start.arr[iii] + while (ii==-1 or iii < ii) and rs != 0: + j = self.sa.sa.arr[rs] + valid = 1 + for k from 0 <= k < n+1: + if self.sa.darray.data.arr[j+k] < 2: + valid = 0 + if valid: + ngram = tuple([self.sa.darray.data.arr[j+k] for k in range(n+1)]) + yield i, n+1, ngram + iii = iii + 1 + rs = ngram_start.arr[iii] + i = ii diff --git a/python/cdec/sa/precomputation.pxi b/python/cdec/sa/precomputation.pxi new file mode 100644 index 00000000..a3527f47 --- /dev/null +++ b/python/cdec/sa/precomputation.pxi @@ -0,0 +1,454 @@ +# precomputes a set of collocations by advancing over the text. +# warning: nasty C code + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, memcpy + +cdef struct _Trie_Node # forward decl + +cdef struct _Trie_Edge: + int val + _Trie_Node* node + _Trie_Edge* bigger + _Trie_Edge* smaller + +cdef struct _Trie_Node: + _Trie_Edge* root + int* arr + int arr_len + +cdef _Trie_Node* new_trie_node(): + cdef _Trie_Node* node + node = <_Trie_Node*> malloc(sizeof(_Trie_Node)) + node.root = NULL + node.arr_len = 0 + node.arr = malloc(sizeof(0*sizeof(int))) + return node + +cdef _Trie_Edge* new_trie_edge(int val): + cdef _Trie_Edge* edge + edge = <_Trie_Edge*> malloc(sizeof(_Trie_Edge)) + edge.node = new_trie_node() + edge.bigger = NULL + edge.smaller = NULL + edge.val = val + return edge + +cdef free_trie_node(_Trie_Node* node): + if node != NULL: + free_trie_edge(node.root) + free(node.arr) + +cdef free_trie_edge(_Trie_Edge* edge): + if edge != NULL: + free_trie_node(edge.node) + free_trie_edge(edge.bigger) + free_trie_edge(edge.smaller) + +cdef _Trie_Node* trie_find(_Trie_Node* node, int val): + cdef _Trie_Edge* cur + cur = node.root + while cur != NULL and cur.val != val: + if val > cur.val: + cur = cur.bigger + elif val < cur.val: + cur = cur.smaller + if cur == NULL: + return NULL + else: + return cur.node + +cdef trie_node_data_append(_Trie_Node* node, int val): + cdef int new_len + new_len = node.arr_len + 1 + node.arr = realloc(node.arr, new_len*sizeof(int)) + node.arr[node.arr_len] = val + node.arr_len = new_len + +cdef trie_node_data_extend(_Trie_Node* node, int* vals, int num_vals): + cdef int new_len + new_len = node.arr_len + num_vals + node.arr = realloc(node.arr, new_len*sizeof(int)) + memcpy(node.arr + node.arr_len, vals, num_vals*sizeof(int)) + node.arr_len = new_len + + +cdef _Trie_Node* trie_insert(_Trie_Node* node, int val): + cdef _Trie_Edge** cur + cur = &node.root + while cur[0] != NULL and cur[0].val != val: + if val > cur[0].val: + cur = &cur[0].bigger + elif val < cur[0].val: + cur = &cur[0].smaller + if cur[0] == NULL: + cur[0] = new_trie_edge(val) + return cur[0].node + +cdef trie_node_to_map(_Trie_Node* node, result, prefix, int include_zeros): + cdef IntList arr + + if include_zeros or node.arr_len > 0: + arr = IntList() + free(arr.arr) + arr.arr = malloc(node.arr_len * sizeof(int)) + memcpy(arr.arr, node.arr, node.arr_len * sizeof(int)) + arr.len = node.arr_len + arr.size = node.arr_len + result[prefix] = arr + trie_edge_to_map(node.root, result, prefix, include_zeros) + +cdef trie_edge_to_map(_Trie_Edge* edge, result, prefix, int include_zeros): + if edge != NULL: + trie_edge_to_map(edge.smaller, result, prefix, include_zeros) + trie_edge_to_map(edge.bigger, result, prefix, include_zeros) + prefix = prefix + (edge.val,) + trie_node_to_map(edge.node, result, prefix, include_zeros) + +cdef class TrieMap: + + cdef _Trie_Node** root + cdef int V + + def __cinit__(self, int alphabet_size): + self.V = alphabet_size + self.root = <_Trie_Node**> malloc(self.V * sizeof(_Trie_Node*)) + memset(self.root, 0, self.V * sizeof(_Trie_Node*)) + + + def __dealloc__(self): + cdef int i + for i from 0 <= i < self.V: + if self.root[i] != NULL: + free_trie_node(self.root[i]) + free(self.root) + + + def insert(self, pattern): + cdef int* p + cdef int i, l + l = len(pattern) + p = malloc(l*sizeof(int)) + for i from 0 <= i < l: + p[i] = pattern[i] + self._insert(p,l) + free(p) + + + cdef _Trie_Node* _insert(self, int* pattern, int pattern_len): + cdef int i + cdef _Trie_Node* node + if self.root[pattern[0]] == NULL: + self.root[pattern[0]] = new_trie_node() + node = self.root[pattern[0]] + for i from 1 <= i < pattern_len: + node = trie_insert(node, pattern[i]) + return node + + def contains(self, pattern): + cdef int* p + cdef int i, l + cdef _Trie_Node* node + l = len(pattern) + p = malloc(l*sizeof(int)) + for i from 0 <= i < l: + p[i] = pattern[i] + node = self._contains(p,l) + free(p) + if node == NULL: + return False + else: + return True + + cdef _Trie_Node* _contains(self, int* pattern, int pattern_len): + cdef int i + cdef _Trie_Node* node + node = self.root[pattern[0]] + i = 1 + while node != NULL and i < pattern_len: + node = trie_find(node, pattern[i]) + i = i+1 + return node + + def toMap(self, flag): + cdef int i, include_zeros + + if flag: + include_zeros=1 + else: + include_zeros=0 + result = {} + for i from 0 <= i < self.V: + if self.root[i] != NULL: + trie_node_to_map(self.root[i], result, (i,), include_zeros) + return result + + +cdef class Precomputation: + cdef int precompute_rank + cdef int precompute_secondary_rank + cdef int max_length + cdef int max_nonterminals + cdef int train_max_initial_size + cdef int train_min_gap_size + cdef precomputed_index + cdef precomputed_collocations + cdef read_map(self, FILE* f) + cdef write_map(self, m, FILE* f) + + def __cinit__(self, fsarray=None, from_stats=None, from_binary=None, + precompute_rank=1000, precompute_secondary_rank=20, + max_length=5, max_nonterminals=2, + train_max_initial_size=10, train_min_gap_size=2): + self.precompute_rank = precompute_rank + self.precompute_secondary_rank = precompute_secondary_rank + self.max_length = max_length + self.max_nonterminals = max_nonterminals + self.train_max_initial_size = train_max_initial_size + self.train_min_gap_size = train_min_gap_size + if from_binary: + self.read_binary(from_binary) + elif from_stats: + self.precompute(from_stats, fsarray) + + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + fread(&(self.precompute_rank), sizeof(int), 1, f) + fread(&(self.precompute_secondary_rank), sizeof(int), 1, f) + fread(&(self.max_length), sizeof(int), 1, f) + fread(&(self.max_nonterminals), sizeof(int), 1, f) + fread(&(self.train_max_initial_size), sizeof(int), 1, f) + fread(&(self.train_min_gap_size), sizeof(int), 1, f) + self.precomputed_index = self.read_map(f) + self.precomputed_collocations = self.read_map(f) + fclose(f) + + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + fwrite(&(self.precompute_rank), sizeof(int), 1, f) + fwrite(&(self.precompute_secondary_rank), sizeof(int), 1, f) + fwrite(&(self.max_length), sizeof(int), 1, f) + fwrite(&(self.max_nonterminals), sizeof(int), 1, f) + fwrite(&(self.train_max_initial_size), sizeof(int), 1, f) + fwrite(&(self.train_min_gap_size), sizeof(int), 1, f) + self.write_map(self.precomputed_index, f) + self.write_map(self.precomputed_collocations, f) + fclose(f) + + + cdef write_map(self, m, FILE* f): + cdef int i, N + cdef IntList arr + + N = len(m) + fwrite(&(N), sizeof(int), 1, f) + for pattern, val in m.iteritems(): + N = len(pattern) + fwrite(&(N), sizeof(int), 1, f) + for word_id in pattern: + i = word_id + fwrite(&(i), sizeof(int), 1, f) + arr = val + arr.write_handle(f) + + + cdef read_map(self, FILE* f): + cdef int i, j, k, word_id, N + cdef IntList arr + + m = {} + fread(&(N), sizeof(int), 1, f) + for j from 0 <= j < N: + fread(&(i), sizeof(int), 1, f) + key = () + for k from 0 <= k < i: + fread(&(word_id), sizeof(int), 1, f) + key = key + (word_id,) + arr = IntList() + arr.read_handle(f) + m[key] = arr + return m + + + def precompute(self, stats, SuffixArray sarray): + cdef int i, l, N, max_pattern_len, i1, l1, i2, l2, i3, l3, ptr1, ptr2, ptr3, is_super, sent_count, max_rank + cdef DataArray darray = sarray.darray + cdef IntList data, queue, cost_by_rank, count_by_rank + cdef TrieMap frequent_patterns, super_frequent_patterns, collocations + cdef _Trie_Node* node + + data = darray.data + + frequent_patterns = TrieMap(len(darray.id2word)) + super_frequent_patterns = TrieMap(len(darray.id2word)) + collocations = TrieMap(len(darray.id2word)) + + I_set = set() + J_set = set() + J2_set = set() + IJ_set = set() + pattern_rank = {} + + logger.info("Precomputing frequent intersections") + cdef float start_time = monitor_cpu() + + max_pattern_len = 0 + for rank, (_, _, phrase) in enumerate(stats): + if rank >= self.precompute_rank: + break + max_pattern_len = max(max_pattern_len, len(phrase)) + frequent_patterns.insert(phrase) + I_set.add(phrase) + pattern_rank[phrase] = rank + if rank < self.precompute_secondary_rank: + super_frequent_patterns.insert(phrase) + J_set.add(phrase) + + queue = IntList(increment=1000) + + logger.info(" Computing inverted indexes...") + N = len(data) + for i from 0 <= i < N: + sa_word_id = data.arr[i] + if sa_word_id == 1: + queue._append(-1) + else: + for l from 1 <= l <= max_pattern_len: + node = frequent_patterns._contains(data.arr+i, l) + if node == NULL: + break + queue._append(i) + queue._append(l) + trie_node_data_append(node, i) + + logger.info(" Computing collocations...") + N = len(queue) + ptr1 = 0 + sent_count = 0 + while ptr1 < N: # main loop + i1 = queue.arr[ptr1] + if i1 > -1: + l1 = queue.arr[ptr1+1] + ptr2 = ptr1 + 2 + while ptr2 < N: + i2 = queue.arr[ptr2] + if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + break + l2 = queue.arr[ptr2+1] + if (i2 - i1 - l1 >= self.train_min_gap_size and + i2 + l2 - i1 <= self.train_max_initial_size and + l1+l2+1 <= self.max_length): + node = collocations._insert(data.arr+i1, l1) + node = trie_insert(node, -1) + for i from i2 <= i < i2+l2: + node = trie_insert(node, data.arr[i]) + trie_node_data_append(node, i1) + trie_node_data_append(node, i2) + if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + is_super = 1 + else: + is_super = 0 + ptr3 = ptr2 + 2 + while ptr3 < N: + i3 = queue.arr[ptr3] + if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + break + l3 = queue.arr[ptr3+1] + if (i3 - i2 - l2 >= self.train_min_gap_size and + i3 + l3 - i1 <= self.train_max_initial_size and + l1+l2+l3+2 <= self.max_length): + if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + node = collocations._insert(data.arr+i1, l1) + node = trie_insert(node, -1) + for i from i2 <= i < i2+l2: + node = trie_insert(node, data.arr[i]) + node = trie_insert(node, -1) + for i from i3 <= i < i3+l3: + node = trie_insert(node, data.arr[i]) + trie_node_data_append(node, i1) + trie_node_data_append(node, i2) + trie_node_data_append(node, i3) + ptr3 = ptr3 + 2 + ptr2 = ptr2 + 2 + ptr1 = ptr1 + 2 + else: + sent_count = sent_count + 1 + if sent_count % 10000 == 0: + logger.debug(" %d sentences", sent_count) + ptr1 = ptr1 + 1 + + self.precomputed_collocations = collocations.toMap(False) + self.precomputed_index = frequent_patterns.toMap(True) + + x = 0 + for pattern1 in J_set: + for pattern2 in J_set: + if len(pattern1) + len(pattern2) + 1 < self.max_length: + combined_pattern = pattern1 + (-1,) + pattern2 + J2_set.add(combined_pattern) + + for pattern1 in I_set: + for pattern2 in I_set: + x = x+1 + if len(pattern1) + len(pattern2) + 1 <= self.max_length: + combined_pattern = pattern1 + (-1,) + pattern2 + IJ_set.add(combined_pattern) + + for pattern1 in I_set: + for pattern2 in J2_set: + x = x+2 + if len(pattern1) + len(pattern2) + 1<= self.max_length: + combined_pattern = pattern1 + (-1,) + pattern2 + IJ_set.add(combined_pattern) + combined_pattern = pattern2 + (-1,) + pattern1 + IJ_set.add(combined_pattern) + + N = len(pattern_rank) + cost_by_rank = IntList(initial_len=N) + count_by_rank = IntList(initial_len=N) + for pattern, arr in self.precomputed_collocations.iteritems(): + if pattern not in IJ_set: + s = "" + for word_id in pattern: + if word_id == -1: + s = s + "X " + else: + s = s + darray.id2word[word_id] + " " + logger.warn("ERROR: unexpected pattern %s in set of precomputed collocations", s) + else: + chunk = () + max_rank = 0 + arity = 0 + for word_id in pattern: + if word_id == -1: + max_rank = max(max_rank, pattern_rank[chunk]) + arity = arity + 1 + chunk = () + else: + chunk = chunk + (word_id,) + max_rank = max(max_rank, pattern_rank[chunk]) + cost_by_rank.arr[max_rank] = cost_by_rank.arr[max_rank] + (4*len(arr)) + count_by_rank.arr[max_rank] = count_by_rank.arr[max_rank] + (len(arr)/(arity+1)) + + cumul_cost = 0 + cumul_count = 0 + for i from 0 <= i < N: + cumul_cost = cumul_cost + cost_by_rank.arr[i] + cumul_count = cumul_count + count_by_rank.arr[i] + logger.debug("RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d", i, count_by_rank.arr[i], cost_by_rank.arr[i], cumul_count, cumul_cost) + + num_found_patterns = len(self.precomputed_collocations) + for pattern in IJ_set: + if pattern not in self.precomputed_collocations: + self.precomputed_collocations[pattern] = IntList() + + cdef float stop_time = monitor_cpu() + logger.info("Precomputed collocations for %d patterns out of %d possible (upper bound %d)", num_found_patterns, len(self.precomputed_collocations), x) + logger.info("Precomputed inverted index for %d patterns ", len(self.precomputed_index)) + logger.info("Precomputation took %f seconds", (stop_time - start_time)) diff --git a/python/cdec/sa/rule.pxi b/python/cdec/sa/rule.pxi new file mode 100644 index 00000000..7fde3e06 --- /dev/null +++ b/python/cdec/sa/rule.pxi @@ -0,0 +1,191 @@ +from libc.stdlib cimport malloc, calloc, realloc, free, strtof, strtol +from libc.string cimport strsep, strcpy, strlen + +cdef class Phrase: + + def __cinit__(self, words): + cdef int i, j, n, n_vars + n_vars = 0 + n = len(words) + self.syms = malloc(n*sizeof(int)) + for i from 0 <= i < n: + self.syms[i] = words[i] + if sym_isvar(self.syms[i]): + n_vars += 1 + self.n = n + self.n_vars = n_vars + self.varpos = malloc(n_vars*sizeof(int)) + j = 0 + for i from 0 <= i < n: + if sym_isvar(self.syms[i]): + self.varpos[j] = i + j = j + 1 + + def __dealloc__(self): + free(self.syms) + free(self.varpos) + + def __str__(self): + strs = [] + cdef int i, s + for i from 0 <= i < self.n: + s = self.syms[i] + strs.append(sym_tostring(s)) + return ' '.join(strs) + + def handle(self): + """return a hashable representation that normalizes the ordering + of the nonterminal indices""" + norm = [] + cdef int i, j, s + i = 1 + j = 0 + for j from 0 <= j < self.n: + s = self.syms[j] + if sym_isvar(s): + s = sym_setindex(s,i) + i = i + 1 + norm.append(s) + return tuple(norm) + + def strhandle(self): + norm = [] + cdef int i, j, s + i = 1 + j = 0 + for j from 0 <= j < self.n: + s = self.syms[j] + if sym_isvar(s): + s = sym_setindex(s,i) + i = i + 1 + norm.append(sym_tostring(s)) + return ' '.join(norm) + + def arity(self): + return self.n_vars + + def getvarpos(self, i): + if 0 <= i < self.n_vars: + return self.varpos[i] + else: + raise IndexError + + def getvar(self, i): + if 0 <= i < self.n_vars: + return self.syms[self.varpos[i]] + else: + raise IndexError + + cdef int chunkpos(self, int k): + if k == 0: + return 0 + else: + return self.varpos[k-1]+1 + + cdef int chunklen(self, int k): + if self.n_vars == 0: + return self.n + elif k == 0: + return self.varpos[0] + elif k == self.n_vars: + return self.n-self.varpos[k-1]-1 + else: + return self.varpos[k]-self.varpos[k-1]-1 + + def clen(self, k): + return self.chunklen(k) + + def getchunk(self, ci): + cdef int start, stop + start = self.chunkpos(ci) + stop = start+self.chunklen(ci) + chunk = [] + for i from start <= i < stop: + chunk.append(self.syms[i]) + return chunk + + def __cmp__(self, other): + cdef Phrase otherp + cdef int i + otherp = other + for i from 0 <= i < min(self.n, otherp.n): + if self.syms[i] < otherp.syms[i]: + return -1 + elif self.syms[i] > otherp.syms[i]: + return 1 + if self.n < otherp.n: + return -1 + elif self.n > otherp.n: + return 1 + else: + return 0 + + def __hash__(self): + cdef int i + cdef unsigned h + h = 0 + for i from 0 <= i < self.n: + if self.syms[i] > 0: + h = (h << 1) + self.syms[i] + else: + h = (h << 1) + -self.syms[i] + return h + + def __len__(self): + return self.n + + def __getitem__(self, i): + return self.syms[i] + + def __iter__(self): + cdef int i + for i from 0 <= i < self.n: + yield self.syms[i] + + def subst(self, start, children): + cdef int i + for i from 0 <= i < self.n: + if sym_isvar(self.syms[i]): + start = start + children[sym_getindex(self.syms[i])-1] + else: + start = start + (self.syms[i],) + return start + + property words: + def __get__(self): + return [sym_tostring(w) for w in self if not sym_isvar(w)] + +cdef class Rule: + + def __cinit__(self, int lhs, Phrase f, Phrase e, scores=None, word_alignments=None): + if not sym_isvar(lhs): raise Exception('Invalid LHS symbol: %d' % lhs) + self.lhs = lhs + self.f = f + self.e = e + self.word_alignments = word_alignments + self.scores = scores + + def __hash__(self): + return hash((self.lhs, self.f, self.e)) + + def __cmp__(self, Rule other): + return cmp((self.lhs, self.f, self.e, self.word_alignments), + (other.lhs, other.f, other.e, self.word_alignments)) + + def fmerge(self, Phrase f): + if self.f == f: + self.f = f + + def arity(self): + return self.f.arity() + + def __str__(self): + cdef unsigned i + fields = [sym_tostring(self.lhs), str(self.f), str(self.e), str(self.scores)] + if self.word_alignments is not None: + fields.append(' '.join('%d-%d' % a for a in self.alignments())) + return ' ||| '.join(fields) + + def alignments(self): + for point in self.word_alignments: + yield point / ALIGNMENT_CODE, point % ALIGNMENT_CODE diff --git a/python/cdec/sa/rulefactory.pxi b/python/cdec/sa/rulefactory.pxi new file mode 100644 index 00000000..10bb9737 --- /dev/null +++ b/python/cdec/sa/rulefactory.pxi @@ -0,0 +1,2224 @@ +# Implementation of the algorithms described in +# Lopez, EMNLP-CoNLL 2007 +# Much faster than the Python numbers reported there. +# Note to reader: this code is closer to C than Python +import gc +import itertools + +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, memcpy +from libc.math cimport fmod, ceil, floor, log + +from collections import defaultdict, Counter, namedtuple + +FeatureContext = namedtuple('FeatureContext', + ['fphrase', + 'ephrase', + 'paircount', + 'fcount', + 'fsample_count', + 'input_span', + 'matches', + 'input_match', + 'test_sentence', + 'f_text', + 'e_text', + 'meta', + 'online' + ]) + +OnlineFeatureContext = namedtuple('OnlineFeatureContext', + ['fcount', + 'fsample_count', + 'paircount', + 'bilex_f', + 'bilex_e', + 'bilex_fe' + ]) + +cdef int PRECOMPUTE = 0 +cdef int MERGE = 1 +cdef int BAEZA_YATES = 2 + +# NOTE: was encoded as a non-terminal in the previous version +cdef int EPSILON = sym_fromstring('*EPS*', True) + +cdef class TrieNode: + cdef public children + + def __cinit__(self): + self.children = {} + +cdef class ExtendedTrieNode(TrieNode): + cdef public phrase + cdef public phrase_location + cdef public suffix_link + + def __cinit__(self, phrase=None, phrase_location=None, suffix_link=None): + self.phrase = phrase + self.phrase_location = phrase_location + self.suffix_link = suffix_link + + +cdef class TrieTable: + cdef public int extended + cdef public int count + cdef public root + def __cinit__(self, extended=False): + self.count = 0 + self.extended = extended + if extended: + self.root = ExtendedTrieNode() + else: + self.root = TrieNode() + +# linked list structure for storing matches in BaselineRuleFactory +cdef struct match_node: + int* match + match_node* next + +# encodes information needed to find a (hierarchical) phrase +# in the text. If phrase is contiguous, that's just a range +# in the suffix array; if discontiguous, it is the set of +# actual locations (packed into an array) +cdef class PhraseLocation: + cdef int sa_low + cdef int sa_high + cdef int arr_low + cdef int arr_high + cdef IntList arr + cdef int num_subpatterns + + # returns true if sent_id is contained + cdef int contains(self, int sent_id): + return 1 + + def __cinit__(self, int sa_low=-1, int sa_high=-1, int arr_low=-1, int arr_high=-1, + arr=None, int num_subpatterns=1): + self.sa_low = sa_low + self.sa_high = sa_high + self.arr_low = arr_low + self.arr_high = arr_high + self.arr = arr + self.num_subpatterns = num_subpatterns + + +cdef class Sampler: + '''A Sampler implements a logic for choosing + samples from a population range''' + + cdef int sample_size + cdef IntList sa + + def __cinit__(self, int sample_size, SuffixArray fsarray): + self.sample_size = sample_size + self.sa = fsarray.sa + if sample_size > 0: + logger.info("Sampling strategy: uniform, max sample size = %d", sample_size) + else: + logger.info("Sampling strategy: no sampling") + + def sample(self, PhraseLocation phrase_location): + '''Returns a sample of the locations for + the phrase. If there are less than self.sample_size + locations, return all of them; otherwise, return + up to self.sample_size locations. In the latter case, + we choose to sample UNIFORMLY -- that is, the locations + are chosen at uniform intervals over the entire set, rather + than randomly. This makes the algorithm deterministic, which + is good for things like MERT''' + cdef IntList sample + cdef double i, stepsize + cdef int num_locations, val, j + + sample = IntList() + if phrase_location.arr is None: + num_locations = phrase_location.sa_high - phrase_location.sa_low + if self.sample_size == -1 or num_locations <= self.sample_size: + sample._extend_arr(self.sa.arr + phrase_location.sa_low, num_locations) + else: + stepsize = float(num_locations)/float(self.sample_size) + i = phrase_location.sa_low + while i < phrase_location.sa_high and sample.len < self.sample_size: + '''Note: int(i) not guaranteed to have the desired + effect, according to the python documentation''' + if fmod(i,1.0) > 0.5: + val = int(ceil(i)) + else: + val = int(floor(i)) + sample._append(self.sa.arr[val]) + i = i + stepsize + else: + num_locations = (phrase_location.arr_high - phrase_location.arr_low) / phrase_location.num_subpatterns + if self.sample_size == -1 or num_locations <= self.sample_size: + sample = phrase_location.arr + else: + stepsize = float(num_locations)/float(self.sample_size) + i = phrase_location.arr_low + while i < num_locations and sample.len < self.sample_size * phrase_location.num_subpatterns: + '''Note: int(i) not guaranteed to have the desired + effect, according to the python documentation''' + if fmod(i,1.0) > 0.5: + val = int(ceil(i)) + else: + val = int(floor(i)) + j = phrase_location.arr_low + (val*phrase_location.num_subpatterns) + sample._extend_arr(phrase_location.arr.arr + j, phrase_location.num_subpatterns) + i = i + stepsize + return sample + + +# struct used to encapsulate a single matching +cdef struct Matching: + int* arr + int start + int end + int sent_id + int size + + +cdef void assign_matching(Matching* m, int* arr, int start, int step, int* sent_id_arr): + m.arr = arr + m.start = start + m.end = start + step + m.sent_id = sent_id_arr[arr[start]] + m.size = step + + +cdef int* append_combined_matching(int* arr, Matching* loc1, Matching* loc2, + int offset_by_one, int num_subpatterns, int* result_len): + cdef int i, new_len + + new_len = result_len[0] + num_subpatterns + arr = realloc(arr, new_len*sizeof(int)) + + for i from 0 <= i < loc1.size: + arr[result_len[0]+i] = loc1.arr[loc1.start+i] + if num_subpatterns > loc1.size: + arr[new_len-1] = loc2.arr[loc2.end-1] + result_len[0] = new_len + return arr + + +cdef int* extend_arr(int* arr, int* arr_len, int* appendix, int appendix_len): + cdef int new_len + + new_len = arr_len[0] + appendix_len + arr = realloc(arr, new_len*sizeof(int)) + memcpy(arr+arr_len[0], appendix, appendix_len*sizeof(int)) + arr_len[0] = new_len + return arr + +cdef int median(int low, int high, int step): + return low + (((high - low)/step)/2)*step + + +cdef void find_comparable_matchings(int low, int high, int* arr, int step, int loc, int* loc_minus, int* loc_plus): + # Returns (minus, plus) indices for the portion of the array + # in which all matchings have the same first index as the one + # starting at loc + loc_plus[0] = loc + step + while loc_plus[0] < high and arr[loc_plus[0]] == arr[loc]: + loc_plus[0] = loc_plus[0] + step + loc_minus[0] = loc + while loc_minus[0]-step >= low and arr[loc_minus[0]-step] == arr[loc]: + loc_minus[0] = loc_minus[0] - step + + +cdef class HieroCachingRuleFactory: + '''This RuleFactory implements a caching + method using TrieTable, which makes phrase + generation somewhat speedier -- phrases only + need to be extracted once (however, it is + quite possible they need to be scored + for each input sentence, for contextual models)''' + + cdef TrieTable rules + cdef Sampler sampler + cdef Scorer scorer + + cdef int max_chunks + cdef int max_target_chunks + cdef int max_length + cdef int max_target_length + cdef int max_nonterminals + cdef int max_initial_size + cdef int train_max_initial_size + cdef int min_gap_size + cdef int train_min_gap_size + cdef int category + + cdef precomputed_index + cdef precomputed_collocations + cdef precompute_file + cdef max_rank + cdef int precompute_rank, precompute_secondary_rank + cdef bint use_baeza_yates + cdef bint use_index + cdef bint use_collocations + cdef float by_slack_factor + + cdef prev_norm_prefix + cdef float extract_time + cdef float intersect_time + cdef SuffixArray fsa + cdef DataArray fda + cdef DataArray eda + + cdef Alignment alignment + cdef IntList eid2symid + cdef IntList fid2symid + cdef bint tight_phrases + cdef bint require_aligned_terminal + cdef bint require_aligned_chunks + + cdef IntList findexes + cdef IntList findexes1 + + cdef bint online + cdef samples_f + cdef phrases_f + cdef phrases_e + cdef phrases_fe + cdef phrases_al + cdef bilex_f + cdef bilex_e + cdef bilex_fe + + def __cinit__(self, + # compiled alignment object (REQUIRED) + Alignment alignment, + # parameter for double-binary search; doesn't seem to matter much + float by_slack_factor=1.0, + # name of generic nonterminal used by Hiero + char* category="[X]", + # maximum number of contiguous chunks of terminal symbols in RHS of a rule. If None, defaults to max_nonterminals+1 + max_chunks=None, + # maximum span of a grammar rule in TEST DATA + unsigned max_initial_size=10, + # maximum number of symbols (both T and NT) allowed in a rule + unsigned max_length=5, + # maximum number of nonterminals allowed in a rule (set >2 at your own risk) + unsigned max_nonterminals=2, + # maximum number of contiguous chunks of terminal symbols in target-side RHS of a rule. If None, defaults to max_nonterminals+1 + max_target_chunks=None, + # maximum number of target side symbols (both T and NT) allowed in a rule. If None, defaults to max_initial_size + max_target_length=None, + # minimum span of a nonterminal in the RHS of a rule in TEST DATA + unsigned min_gap_size=2, + # filename of file containing precomputed collocations + precompute_file=None, + # maximum frequency rank of patterns used to compute triples (don't set higher than 20). + unsigned precompute_secondary_rank=20, + # maximum frequency rank of patterns used to compute collocations (no need to set higher than maybe 200-300) + unsigned precompute_rank=100, + # require extracted rules to have at least one aligned word + bint require_aligned_terminal=True, + # require each contiguous chunk of extracted rules to have at least one aligned word + bint require_aligned_chunks=False, + # maximum span of a grammar rule extracted from TRAINING DATA + unsigned train_max_initial_size=10, + # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA + unsigned train_min_gap_size=2, + # False if phrases should be loose (better but slower), True otherwise + bint tight_phrases=True, + # True to require use of double-binary alg, false otherwise + bint use_baeza_yates=True, + # True to enable used of precomputed collocations + bint use_collocations=True, + # True to enable use of precomputed inverted indices + bint use_index=True): + '''Note: we make a distinction between the min_gap_size + and max_initial_size used in test and train. The latter + are represented by train_min_gap_size and train_max_initial_size, + respectively. This is because Chiang's model does not require + them to be the same, therefore we don't either.''' + self.rules = TrieTable(True) # cache + self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation()) + if alignment is None: + raise Exception("Must specify an alignment object") + self.alignment = alignment + + # grammar parameters and settings + # NOTE: setting max_nonterminals > 2 is not currently supported in Hiero + self.max_length = max_length + self.max_nonterminals = max_nonterminals + self.max_initial_size = max_initial_size + self.train_max_initial_size = train_max_initial_size + self.min_gap_size = min_gap_size + self.train_min_gap_size = train_min_gap_size + self.category = sym_fromstring(category, False) + + if max_chunks is None: + self.max_chunks = self.max_nonterminals + 1 + else: + self.max_chunks = max_chunks + + if max_target_chunks is None: + self.max_target_chunks = self.max_nonterminals + 1 + else: + self.max_target_chunks = max_target_chunks + + if max_target_length is None: + self.max_target_length = max_initial_size + else: + self.max_target_length = max_target_length + + # algorithmic parameters and settings + self.precomputed_collocations = {} + self.precomputed_index = {} + self.use_index = use_index + self.use_collocations = use_collocations + self.max_rank = {} + self.precompute_file = precompute_file + self.precompute_rank = precompute_rank + self.precompute_secondary_rank = precompute_secondary_rank + self.use_baeza_yates = use_baeza_yates + self.by_slack_factor = by_slack_factor + self.tight_phrases = tight_phrases + + if require_aligned_chunks: + # one condition is a stronger version of the other. + self.require_aligned_chunks = self.require_aligned_terminal = True + elif require_aligned_terminal: + self.require_aligned_chunks = False + self.require_aligned_terminal = True + else: + self.require_aligned_chunks = self.require_aligned_terminal = False + + # diagnostics + self.prev_norm_prefix = () + + self.findexes = IntList(initial_len=10) + self.findexes1 = IntList(initial_len=10) + + # Online stats + + # True after data is added + self.online = False + + # Keep track of everything that can be sampled: + self.samples_f = defaultdict(int) + + # Phrase counts + self.phrases_f = defaultdict(int) + self.phrases_e = defaultdict(int) + self.phrases_fe = defaultdict(lambda: defaultdict(int)) + self.phrases_al = defaultdict(lambda: defaultdict(tuple)) + + # Bilexical counts + self.bilex_f = defaultdict(int) + self.bilex_e = defaultdict(int) + self.bilex_fe = defaultdict(lambda: defaultdict(int)) + + def configure(self, SuffixArray fsarray, DataArray edarray, + Sampler sampler, Scorer scorer): + '''This gives the RuleFactory access to the Context object. + Here we also use it to precompute the most expensive intersections + in the corpus quickly.''' + self.fsa = fsarray + self.fda = fsarray.darray + self.eda = edarray + self.fid2symid = self.set_idmap(self.fda) + self.eid2symid = self.set_idmap(self.eda) + self.precompute() + self.sampler = sampler + self.scorer = scorer + + cdef set_idmap(self, DataArray darray): + cdef int word_id, new_word_id, N + cdef IntList idmap + + N = len(darray.id2word) + idmap = IntList(initial_len=N) + for word_id from 0 <= word_id < N: + new_word_id = sym_fromstring(darray.id2word[word_id], True) + idmap.arr[word_id] = new_word_id + return idmap + + + def pattern2phrase(self, pattern): + # pattern is a tuple, which we must convert to a hiero Phrase + result = () + arity = 0 + for word_id in pattern: + if word_id == -1: + arity = arity + 1 + new_id = sym_setindex(self.category, arity) + else: + new_id = sym_fromstring(self.fda.id2word[word_id], True) + result = result + (new_id,) + return Phrase(result) + + def pattern2phrase_plus(self, pattern): + # returns a list containing both the pattern, and pattern + # suffixed/prefixed with the NT category. + patterns = [] + result = () + arity = 0 + for word_id in pattern: + if word_id == -1: + arity = arity + 1 + new_id = sym_setindex(self.category, arity) + else: + new_id = sym_fromstring(self.fda.id2word[word_id], True) + result = result + (new_id,) + patterns.append(Phrase(result)) + patterns.append(Phrase(result + (sym_setindex(self.category, 1),))) + patterns.append(Phrase((sym_setindex(self.category, 1),) + result)) + return patterns + + def precompute(self): + cdef Precomputation pre + + if self.precompute_file is not None: + start_time = monitor_cpu() + logger.info("Reading precomputed data from file %s... ", self.precompute_file) + pre = Precomputation(from_binary=self.precompute_file) + # check parameters of precomputation -- some are critical and some are not + if pre.max_nonterminals != self.max_nonterminals: + logger.warn("Precomputation done with max nonterminals %d, decoder uses %d", pre.max_nonterminals, self.max_nonterminals) + if pre.max_length != self.max_length: + logger.warn("Precomputation done with max terminals %d, decoder uses %d", pre.max_length, self.max_length) + if pre.train_max_initial_size != self.train_max_initial_size: + raise Exception("Precomputation done with max initial size %d, decoder uses %d" % (pre.train_max_initial_size, self.train_max_initial_size)) + if pre.train_min_gap_size != self.train_min_gap_size: + raise Exception("Precomputation done with min gap size %d, decoder uses %d" % (pre.train_min_gap_size, self.train_min_gap_size)) + if self.use_index: + logger.info("Converting %d hash keys on precomputed inverted index... ", len(pre.precomputed_index)) + for pattern, arr in pre.precomputed_index.iteritems(): + phrases = self.pattern2phrase_plus(pattern) + for phrase in phrases: + self.precomputed_index[phrase] = arr + if self.use_collocations: + logger.info("Converting %d hash keys on precomputed collocations... ", len(pre.precomputed_collocations)) + for pattern, arr in pre.precomputed_collocations.iteritems(): + phrase = self.pattern2phrase(pattern) + self.precomputed_collocations[phrase] = arr + stop_time = monitor_cpu() + logger.info("Processing precomputations took %f seconds", stop_time - start_time) + + + def get_precomputed_collocation(self, phrase): + if phrase in self.precomputed_collocations: + arr = self.precomputed_collocations[phrase] + return PhraseLocation(arr=arr, arr_low=0, arr_high=len(arr), num_subpatterns=phrase.arity()+1) + return None + + + cdef int* baeza_yates_helper(self, int low1, int high1, int* arr1, int step1, + int low2, int high2, int* arr2, int step2, + int offset_by_one, int len_last, int num_subpatterns, int* result_len): + cdef int i1, i2, j1, j2, med1, med2, med1_plus, med1_minus, med2_minus, med2_plus + cdef int d_first, qsetsize, dsetsize, tmp, search_low, search_high + cdef int med_result_len, low_result_len, high_result_len + cdef long comparison + cdef int* result + cdef int* low_result + cdef int* med_result + cdef int* high_result + cdef Matching loc1, loc2 + + result = malloc(0*sizeof(int*)) + + d_first = 0 + if high1 - low1 > high2 - low2: + d_first = 1 + + # First, check to see if we are at any of the recursive base cases + # Case 1: one of the sets is empty + if low1 >= high1 or low2 >= high2: + return result + + # Case 2: sets are non-overlapping + assign_matching(&loc1, arr1, high1-step1, step1, self.fda.sent_id.arr) + assign_matching(&loc2, arr2, low2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == -1: + return result + + assign_matching(&loc1, arr1, low1, step1, self.fda.sent_id.arr) + assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + return result + + # Case 3: query set and data set do not meet size mismatch constraints; + # We use mergesort instead in this case + qsetsize = (high1-low1) / step1 + dsetsize = (high2-low2) / step2 + if d_first: + tmp = qsetsize + qsetsize = dsetsize + dsetsize = tmp + + if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + free(result) + return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) + + # binary search. There are two flavors, depending on + # whether the queryset or dataset is first + if d_first: + med2 = median(low2, high2, step2) + assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + + search_low = low1 + search_high = high1 + while search_low < search_high: + med1 = median(search_low, search_high, step1) + find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + if comparison == -1: + search_low = med1_plus + elif comparison == 1: + search_high = med1_minus + else: + break + else: + med1 = median(low1, high1, step1) + find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + + search_low = low2 + search_high = high2 + while search_low < search_high: + med2 = median(search_low, search_high, step2) + assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + if comparison == -1: + search_high = med2 + elif comparison == 1: + search_low = med2 + step2 + else: + break + + med_result_len = 0 + med_result = malloc(0*sizeof(int*)) + if search_high > search_low: + # Then there is a match for the median element of Q + # What we want to find is the group of all bindings in the first set + # s.t. their first element == the first element of med1. Then we + # want to store the bindings for all of those elements. We can + # subsequently throw all of them away. + med2_minus = med2 + med2_plus = med2 + step2 + i1 = med1_minus + while i1 < med1_plus: + assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + while med2_minus-step2 >= low2: + assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + med2_minus = med2_minus - step2 + else: + break + i2 = med2_minus + while i2 < high2: + assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + if comparison == 0: + pass + med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + if comparison == -1: + break + i2 = i2 + step2 + if i2 > med2_plus: + med2_plus = i2 + i1 = i1 + step1 + + tmp = med1_minus + med1_minus = med1_plus + med1_plus = tmp + else: + # No match; need to figure out the point of division in D and Q + med2_minus = med2 + med2_plus = med2 + if d_first: + med2_minus = med2_minus + step2 + if comparison == -1: + med1_minus = med1_plus + if comparison == 1: + med1_plus = med1_minus + else: + tmp = med1_minus + med1_minus = med1_plus + med1_plus = tmp + if comparison == 1: + med2_minus = med2_minus + step2 + med2_plus = med2_plus + step2 + + low_result_len = 0 + low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + high_result_len = 0 + high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + + result = extend_arr(result, result_len, low_result, low_result_len) + result = extend_arr(result, result_len, med_result, med_result_len) + result = extend_arr(result, result_len, high_result, high_result_len) + free(low_result) + free(med_result) + free(high_result) + + return result + + + + cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, + Matching* loc2, int offset_by_one, int len_last): + """ + Compares a *set* of bindings, all with the same first element, + to a single binding. Returns -1 if all comparisons == -1, 1 if all + comparisons == 1, and 0 otherwise. + """ + cdef int i1, comparison, prev_comparison + cdef Matching l1_stack + cdef Matching* loc1 + + loc1 = &l1_stack + + i1 = i1_minus + while i1 < i1_plus: + assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + if comparison == 0: + prev_comparison = 0 + break + elif i1 == i1_minus: + prev_comparison = comparison + else: + if comparison != prev_comparison: + prev_comparison = 0 + break + i1 = i1 + step1 + return prev_comparison + + + cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): + cdef int i + + if loc1.sent_id > loc2.sent_id: + return 1 + if loc2.sent_id > loc1.sent_id: + return -1 + + if loc1.size == 1 and loc2.size == 1: + if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + return 1 + + elif offset_by_one: + for i from 1 <= i < loc1.size: + if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + return 1 + if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + return -1 + + else: + if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + return 1 + if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + return -1 + + for i from 1 <= i < loc1.size: + if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + return 1 + if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + return -1 + + if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + return -1 + return 0 + + + cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1, + int low2, int high2, int* arr2, int step2, + int offset_by_one, int len_last, int num_subpatterns, int* result_len): + cdef int i1, i2, j1, j2 + cdef long comparison + cdef int* result + cdef Matching loc1, loc2 + + result_len[0] = 0 + result = malloc(0*sizeof(int)) + + i1 = low1 + i2 = low2 + while i1 < high1 and i2 < high2: + + # First, pop all unneeded loc2's off the stack + assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + while i2 < high2: + assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + i2 = i2 + step2 + else: + break + + # Next: process all loc1's with the same starting val + j1 = i1 + while i1 < high1 and arr1[j1] == arr1[i1]: + assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + j2 = i2 + while j2 < high2: + assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr) + comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + if comparison == 0: + result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len) + if comparison == 1: + pass + if comparison == -1: + break + else: + j2 = j2 + step2 + i1 = i1 + step1 + return result + + + cdef void sort_phrase_loc(self, IntList arr, PhraseLocation loc, Phrase phrase): + cdef int i, j + cdef VEB veb + cdef IntList result + + if phrase in self.precomputed_index: + loc.arr = self.precomputed_index[phrase] + else: + loc.arr = IntList(initial_len=loc.sa_high-loc.sa_low) + veb = VEB(arr.len) + for i from loc.sa_low <= i < loc.sa_high: + veb._insert(arr.arr[i]) + i = veb.veb.min_val + for j from 0 <= j < loc.sa_high-loc.sa_low: + loc.arr.arr[j] = i + i = veb._findsucc(i) + loc.arr_low = 0 + loc.arr_high = loc.arr.len + + + cdef intersect_helper(self, Phrase prefix, Phrase suffix, + PhraseLocation prefix_loc, PhraseLocation suffix_loc, int algorithm): + + cdef IntList arr1, arr2, result + cdef int low1, high1, step1, low2, high2, step2, offset_by_one, len_last, num_subpatterns, result_len + cdef int* result_ptr + + result_len = 0 + + if sym_isvar(suffix[0]): + offset_by_one = 1 + else: + offset_by_one = 0 + + len_last = len(suffix.getchunk(suffix.arity())) + + if prefix_loc.arr is None: + self.sort_phrase_loc(self.fsa.sa, prefix_loc, prefix) + arr1 = prefix_loc.arr + low1 = prefix_loc.arr_low + high1 = prefix_loc.arr_high + step1 = prefix_loc.num_subpatterns + + if suffix_loc.arr is None: + self.sort_phrase_loc(self.fsa.sa, suffix_loc, suffix) + arr2 = suffix_loc.arr + low2 = suffix_loc.arr_low + high2 = suffix_loc.arr_high + step2 = suffix_loc.num_subpatterns + + num_subpatterns = prefix.arity()+1 + + if algorithm == MERGE: + result_ptr = self.merge_helper(low1, high1, arr1.arr, step1, + low2, high2, arr2.arr, step2, + offset_by_one, len_last, num_subpatterns, &result_len) + else: + result_ptr = self.baeza_yates_helper(low1, high1, arr1.arr, step1, + low2, high2, arr2.arr, step2, + offset_by_one, len_last, num_subpatterns, &result_len) + + if result_len == 0: + free(result_ptr) + return None + else: + result = IntList() + free(result.arr) + result.arr = result_ptr + result.len = result_len + result.size = result_len + return PhraseLocation(arr_low=0, arr_high=result_len, arr=result, num_subpatterns=num_subpatterns) + + cdef loc2str(self, PhraseLocation loc): + cdef int i, j + result = "{" + i = 0 + while i < loc.arr_high: + result = result + "(" + for j from i <= j < i + loc.num_subpatterns: + result = result + ("%d " %loc.arr[j]) + result = result + ")" + i = i + loc.num_subpatterns + result = result + "}" + return result + + cdef PhraseLocation intersect(self, prefix_node, suffix_node, Phrase phrase): + cdef Phrase prefix, suffix + cdef PhraseLocation prefix_loc, suffix_loc, result + + prefix = prefix_node.phrase + suffix = suffix_node.phrase + prefix_loc = prefix_node.phrase_location + suffix_loc = suffix_node.phrase_location + + result = self.get_precomputed_collocation(phrase) + if result is not None: + intersect_method = "precomputed" + + if result is None: + if self.use_baeza_yates: + result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, BAEZA_YATES) + intersect_method="double binary" + else: + result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, MERGE) + intersect_method="merge" + return result + + def advance(self, frontier, res, fwords): + cdef unsigned na + nf = [] + for toskip, (i, alt, pathlen) in frontier: + spanlen = fwords[i][alt][2] + if toskip == 0: + res.append((i, alt, pathlen)) + ni = i + spanlen + if ni < len(fwords) and pathlen + 1 < self.max_initial_size: + for na in range(len(fwords[ni])): + nf.append((toskip - 1, (ni, na, pathlen + 1))) + if len(nf) > 0: + return self.advance(nf, res, fwords) + else: + return res + + def get_all_nodes_isteps_away(self, skip, i, spanlen, pathlen, fwords, next_states, reachable_buffer): + cdef unsigned alt_it + frontier = [] + if i+spanlen+skip >= len(next_states): + return frontier + key = tuple([i,spanlen]) + reachable = [] + if key in reachable_buffer: + reachable = reachable_buffer[key] + else: + reachable = self.reachable(fwords, i, spanlen) + reachable_buffer[key] = reachable + for nextreachable in reachable: + for next_id in next_states[nextreachable]: + jump = self.shortest(fwords,i,next_id) + if jump < skip: + continue + if pathlen+jump <= self.max_initial_size: + for alt_id in range(len(fwords[next_id])): + if fwords[next_id][alt_id][0] != EPSILON: + newel = (next_id,alt_id,pathlen+jump) + if newel not in frontier: + frontier.append((next_id,alt_id,pathlen+jump)) + return frontier + + def reachable(self, fwords, ifrom, dist): + ret = [] + if ifrom >= len(fwords): + return ret + for alt_id in range(len(fwords[ifrom])): + if fwords[ifrom][alt_id][0] == EPSILON: + ret.extend(self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist)) + else: + if dist == 0: + if ifrom not in ret: + ret.append(ifrom) + else: + for ifromchild in self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist-1): + if ifromchild not in ret: + ret.append(ifromchild) + + return ret + + def shortest(self, fwords, ifrom, ito): + cdef unsigned alt_id + min = 1000 + if ifrom > ito: + return min + if ifrom == ito: + return 0 + for alt_id in range(len(fwords[ifrom])): + currmin = self.shortest(fwords,ifrom+fwords[ifrom][alt_id][2],ito) + if fwords[ifrom][alt_id][0] != EPSILON: + currmin += 1 + if currmin < min: + min = currmin + return min + + def get_next_states(self, _columns, curr_idx, min_dist=2): + result = [] + candidate = [[curr_idx,0]] + + while len(candidate) > 0: + curr = candidate.pop() + if curr[0] >= len(_columns): + continue + if curr[0] not in result and min_dist <= curr[1] <= self.max_initial_size: + result.append(curr[0]); + curr_col = _columns[curr[0]] + for alt in curr_col: + next_id = curr[0]+alt[2] + jump = 1 + if alt[0] == EPSILON: + jump = 0 + if next_id not in result and min_dist <= curr[1]+jump <= self.max_initial_size+1: + candidate.append([next_id,curr[1]+jump]) + return sorted(result); + + def input(self, fwords, meta): + '''When this function is called on the RuleFactory, + it looks up all of the rules that can be used to translate + the input sentence''' + cdef int i, j, k, flen, arity, num_subpatterns, num_samples, alt, alt_id, nualt + cdef float start_time + cdef PhraseLocation phrase_location + cdef IntList sample, chunklen + cdef Matching matching + cdef Phrase hiero_phrase + + flen = len(fwords) + start_time = monitor_cpu() + self.extract_time = 0.0 + self.intersect_time = 0.0 + nodes_isteps_away_buffer = {} + hit = 0 + reachable_buffer = {} + + # Phrase pairs processed by suffix array extractor. Do not re-extract + # during online extraction. This is probably the hackiest part of + # online grammar extraction. + seen_phrases = set() + + # Do not cache between sentences + self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation()) + + frontier = [] + for i in range(len(fwords)): + for alt in range(0, len(fwords[i])): + if fwords[i][alt][0] != EPSILON: + frontier.append((i, i, (i,), alt, 0, self.rules.root, (), False)) + + xroot = None + x1 = sym_setindex(self.category, 1) + if x1 in self.rules.root.children: + xroot = self.rules.root.children[x1] + else: + xroot = ExtendedTrieNode(suffix_link=self.rules.root, phrase_location=PhraseLocation()) + self.rules.root.children[x1] = xroot + + for i in range(self.min_gap_size, len(fwords)): + for alt in range(0, len(fwords[i])): + if fwords[i][alt][0] != EPSILON: + frontier.append((i-self.min_gap_size, i, (i,), alt, self.min_gap_size, xroot, (x1,), True)) + + next_states = [] + for i in range(len(fwords)): + next_states.append(self.get_next_states(fwords,i,self.min_gap_size)) + + while len(frontier) > 0: + new_frontier = [] + for k, i, input_match, alt, pathlen, node, prefix, is_shadow_path in frontier: + word_id = fwords[i][alt][0] + spanlen = fwords[i][alt][2] + # TODO get rid of k -- pathlen is replacing it + if word_id == EPSILON: + # skipping because word_id is epsilon + if i+spanlen >= len(fwords): + continue + for nualt in range(0,len(fwords[i+spanlen])): + frontier.append((k, i+spanlen, input_match, nualt, pathlen, node, prefix, is_shadow_path)) + continue + + phrase = prefix + (word_id,) + hiero_phrase = Phrase(phrase) + arity = hiero_phrase.arity() + + lookup_required = False + if word_id in node.children: + if node.children[word_id] is None: + # Path dead-ends at this node + continue + else: + # Path continues at this node + node = node.children[word_id] + else: + if node.suffix_link is None: + # Current node is root; lookup required + lookup_required = True + else: + if word_id in node.suffix_link.children: + if node.suffix_link.children[word_id] is None: + # Suffix link reports path is dead end + node.children[word_id] = None + continue + else: + # Suffix link indicates lookup is reqired + lookup_required = True + else: + #ERROR: We never get here + raise Exception("Keyword trie error") + # checking whether lookup_required + if lookup_required: + new_node = None + if is_shadow_path: + # Extending shadow path + # on the shadow path we don't do any search, we just use info from suffix link + new_node = ExtendedTrieNode(phrase_location=node.suffix_link.children[word_id].phrase_location, + suffix_link=node.suffix_link.children[word_id], + phrase=hiero_phrase) + else: + if arity > 0: + # Intersecting because of arity > 0 + intersect_start_time = monitor_cpu() + phrase_location = self.intersect(node, node.suffix_link.children[word_id], hiero_phrase) + intersect_stop_time = monitor_cpu() + self.intersect_time += intersect_stop_time - intersect_start_time + else: + # Suffix array search + phrase_location = node.phrase_location + sa_range = self.fsa.lookup(sym_tostring(phrase[-1]), len(phrase)-1, phrase_location.sa_low, phrase_location.sa_high) + if sa_range is not None: + phrase_location = PhraseLocation(sa_low=sa_range[0], sa_high=sa_range[1]) + else: + phrase_location = None + + if phrase_location is None: + node.children[word_id] = None + # Search failed + continue + # Search succeeded + suffix_link = self.rules.root + if node.suffix_link is not None: + suffix_link = node.suffix_link.children[word_id] + new_node = ExtendedTrieNode(phrase_location=phrase_location, + suffix_link=suffix_link, + phrase=hiero_phrase) + node.children[word_id] = new_node + node = new_node + + '''Automatically add a trailing X node, if allowed -- + This should happen before we get to extraction (so that + the node will exist if needed)''' + if arity < self.max_nonterminals: + xcat_index = arity+1 + xcat = sym_setindex(self.category, xcat_index) + suffix_link_xcat_index = xcat_index + if is_shadow_path: + suffix_link_xcat_index = xcat_index-1 + suffix_link_xcat = sym_setindex(self.category, suffix_link_xcat_index) + node.children[xcat] = ExtendedTrieNode(phrase_location=node.phrase_location, + suffix_link=node.suffix_link.children[suffix_link_xcat], + phrase= Phrase(phrase + (xcat,))) + + # sample from range + if not is_shadow_path: + sample = self.sampler.sample(node.phrase_location) + num_subpatterns = ( node.phrase_location).num_subpatterns + chunklen = IntList(initial_len=num_subpatterns) + for j from 0 <= j < num_subpatterns: + chunklen.arr[j] = hiero_phrase.chunklen(j) + extracts = [] + j = 0 + extract_start = monitor_cpu() + while j < sample.len: + extract = [] + + assign_matching(&matching, sample.arr, j, num_subpatterns, self.fda.sent_id.arr) + loc = tuple(sample[j:j+num_subpatterns]) + extract = self.extract(hiero_phrase, &matching, chunklen.arr, num_subpatterns) + extracts.extend([(e, loc) for e in extract]) + j = j + num_subpatterns + + num_samples = sample.len/num_subpatterns + extract_stop = monitor_cpu() + self.extract_time = self.extract_time + extract_stop - extract_start + if len(extracts) > 0: + fcount = Counter() + fphrases = defaultdict(lambda: defaultdict(lambda: defaultdict(list))) + for (f, e, count, als), loc in extracts: + fcount[f] += count + fphrases[f][e][als].append(loc) + for f, elist in fphrases.iteritems(): + for e, alslist in elist.iteritems(): + alignment, max_locs = max(alslist.iteritems(), key=lambda x: len(x[1])) + locs = tuple(itertools.chain.from_iterable(alslist.itervalues())) + count = len(locs) + scores = self.scorer.score(FeatureContext( + f, e, count, fcount[f], num_samples, + (k,i+spanlen), locs, input_match, + fwords, self.fda, self.eda, + meta, + # Include online stats. None if none. + self.online_ctx_lookup(f, e))) + # Phrase pair processed + if self.online: + seen_phrases.add((f, e)) + yield Rule(self.category, f, e, scores, alignment) + + if len(phrase) < self.max_length and i+spanlen < len(fwords) and pathlen+1 <= self.max_initial_size: + for alt_id in range(len(fwords[i+spanlen])): + new_frontier.append((k, i+spanlen, input_match, alt_id, pathlen + 1, node, phrase, is_shadow_path)) + num_subpatterns = arity + if not is_shadow_path: + num_subpatterns = num_subpatterns + 1 + if len(phrase)+1 < self.max_length and arity < self.max_nonterminals and num_subpatterns < self.max_chunks: + xcat = sym_setindex(self.category, arity+1) + xnode = node.children[xcat] + # I put spanlen=1 below + key = tuple([self.min_gap_size, i, 1, pathlen]) + frontier_nodes = [] + if key in nodes_isteps_away_buffer: + frontier_nodes = nodes_isteps_away_buffer[key] + else: + frontier_nodes = self.get_all_nodes_isteps_away(self.min_gap_size, i, 1, pathlen, fwords, next_states, reachable_buffer) + nodes_isteps_away_buffer[key] = frontier_nodes + + for i, alt, pathlen in frontier_nodes: + new_frontier.append((k, i, input_match + (i,), alt, pathlen, xnode, phrase +(xcat,), is_shadow_path)) + frontier = new_frontier + + # Online rule extraction and scoring + if self.online: + f_syms = tuple(word[0][0] for word in fwords) + for f, lex_i, lex_j in self.get_f_phrases(f_syms): + spanlen = (lex_j - lex_i) + 1 + if not sym_isvar(f[0]): + spanlen += 1 + if not sym_isvar(f[1]): + spanlen += 1 + for e in self.phrases_fe.get(f, ()): + if (f, e) not in seen_phrases: + # Don't add multiple instances of the same phrase here + seen_phrases.add((f, e)) + scores = self.scorer.score(FeatureContext( + f, e, 0, 0, 0, + spanlen, None, None, + fwords, self.fda, self.eda, + meta, + self.online_ctx_lookup(f, e))) + alignment = self.phrases_al[f][e] + yield Rule(self.category, f, e, scores, alignment) + + stop_time = monitor_cpu() + logger.info("Total time for rule lookup, extraction, and scoring = %f seconds", (stop_time - start_time)) + gc.collect() + logger.info(" Extract time = %f seconds", self.extract_time) + logger.info(" Intersect time = %f seconds", self.intersect_time) + + + cdef int find_fixpoint(self, + int f_low, f_high, + int* f_links_low, int* f_links_high, + int* e_links_low, int* e_links_high, + int e_in_low, int e_in_high, + int* e_low, int* e_high, + int* f_back_low, int* f_back_high, + int f_sent_len, int e_sent_len, + int max_f_len, int max_e_len, + int min_fx_size, int min_ex_size, + int max_new_x, + int allow_low_x, int allow_high_x, + int allow_arbitrary_x, int write_log): + cdef int e_low_prev, e_high_prev, f_low_prev, f_high_prev, new_x, new_low_x, new_high_x + + e_low[0] = e_in_low + e_high[0] = e_in_high + self.find_projection(f_low, f_high, f_links_low, f_links_high, e_low, e_high) + if e_low[0] == -1: + # low-priority corner case: if phrase w is unaligned, + # but we don't require aligned terminals, then returning + # an error here might prevent extraction of allowed + # rule X -> X_1 w X_2 / X_1 X_2. This is probably + # not worth the bother, though. + return 0 + elif e_in_low != -1 and e_low[0] != e_in_low: + if e_in_low - e_low[0] < min_ex_size: + e_low[0] = e_in_low - min_ex_size + if e_low[0] < 0: + return 0 + + if e_high[0] - e_low[0] > max_e_len: + return 0 + elif e_in_high != -1 and e_high[0] != e_in_high: + if e_high[0] - e_in_high < min_ex_size: + e_high[0] = e_in_high + min_ex_size + if e_high[0] > e_sent_len: + return 0 + + f_back_low[0] = -1 + f_back_high[0] = -1 + f_low_prev = f_low + f_high_prev = f_high + new_x = 0 + new_low_x = 0 + new_high_x = 0 + + while True: + + if f_back_low[0] == -1: + self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + else: + self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) + self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + + if f_back_low[0] > f_low: + f_back_low[0] = f_low + + if f_back_high[0] < f_high: + f_back_high[0] = f_high + + if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + return 1 + + if allow_low_x == 0 and f_back_low[0] < f_low: + # FAIL: f phrase is not tight + return 0 + + if f_back_high[0] - f_back_low[0] > max_f_len: + # FAIL: f back projection is too wide + return 0 + + if allow_high_x == 0 and f_back_high[0] > f_high: + # FAIL: extension on high side not allowed + return 0 + + if f_low != f_back_low[0]: + if new_low_x == 0: + if new_x >= max_new_x: + # FAIL: extension required on low side violates max # of gaps + return 0 + else: + new_x = new_x + 1 + new_low_x = 1 + if f_low - f_back_low[0] < min_fx_size: + f_back_low[0] = f_low - min_fx_size + if f_back_high[0] - f_back_low[0] > max_f_len: + # FAIL: extension required on low side violates max initial length + return 0 + if f_back_low[0] < 0: + # FAIL: extension required on low side violates sentence boundary + return 0 + + if f_high != f_back_high[0]: + if new_high_x == 0: + if new_x >= max_new_x: + # FAIL: extension required on high side violates max # of gaps + return 0 + else: + new_x = new_x + 1 + new_high_x = 1 + if f_back_high[0] - f_high < min_fx_size: + f_back_high[0] = f_high + min_fx_size + if f_back_high[0] - f_back_low[0] > max_f_len: + # FAIL: extension required on high side violates max initial length + return 0 + if f_back_high[0] > f_sent_len: + # FAIL: extension required on high side violates sentence boundary + return 0 + + e_low_prev = e_low[0] + e_high_prev = e_high[0] + + self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) + self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) + if e_low[0] == e_low_prev and e_high[0] == e_high_prev: + return 1 + if allow_arbitrary_x == 0: + # FAIL: arbitrary expansion not permitted + return 0 + if e_high[0] - e_low[0] > max_e_len: + # FAIL: re-projection violates sentence max phrase length + return 0 + f_low_prev = f_back_low[0] + f_high_prev = f_back_high[0] + + + cdef find_projection(self, int in_low, int in_high, int* in_links_low, int* in_links_high, + int* out_low, int* out_high): + cdef int i + for i from in_low <= i < in_high: + if in_links_low[i] != -1: + if out_low[0] == -1 or in_links_low[i] < out_low[0]: + out_low[0] = in_links_low[i] + if out_high[0] == -1 or in_links_high[i] > out_high[0]: + out_high[0] = in_links_high[i] + + + cdef int* int_arr_extend(self, int* arr, int* arr_len, int* data, int data_len): + cdef int new_len + new_len = arr_len[0] + data_len + arr = realloc(arr, new_len*sizeof(int)) + memcpy(arr+arr_len[0], data, data_len*sizeof(int)) + arr_len[0] = new_len + return arr + + + cdef extract_phrases(self, int e_low, int e_high, int* e_gap_low, int* e_gap_high, int* e_links_low, int num_gaps, + int f_low, int f_high, int* f_gap_low, int* f_gap_high, int* f_links_low, + int sent_id, int e_sent_len, int e_sent_start): + cdef int i, j, k, m, n, *e_gap_order, e_x_low, e_x_high, e_x_gap_low, e_x_gap_high + cdef int *e_gaps1, *e_gaps2, len1, len2, step, num_chunks + cdef IntList ephr_arr + cdef result + + result = [] + len1 = 0 + e_gaps1 = malloc(0) + ephr_arr = IntList() + + e_gap_order = malloc(num_gaps*sizeof(int)) + if num_gaps > 0: + e_gap_order[0] = 0 + for i from 1 <= i < num_gaps: + for j from 0 <= j < i: + if e_gap_low[i] < e_gap_low[j]: + for k from j <= k < i: + e_gap_order[k+1] = e_gap_order[k] + e_gap_order[j] = i + break + else: + e_gap_order[i] = i + + e_x_low = e_low + e_x_high = e_high + if not self.tight_phrases: + while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + e_x_low = e_x_low - 1 + while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + e_x_high = e_x_high + 1 + + for i from e_x_low <= i <= e_low: + e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + + for i from 0 <= i < num_gaps: + e_gaps2 = malloc(0) + len2 = 0 + + j = e_gap_order[i] + e_x_gap_low = e_gap_low[j] + e_x_gap_high = e_gap_high[j] + if not self.tight_phrases: + while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + e_x_gap_low = e_x_gap_low - 1 + while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + e_x_gap_high = e_x_gap_high + 1 + + k = 0 + step = 1+(i*2) + while k < len1: + for m from e_x_gap_low <= m <= e_gap_low[j]: + if m >= e_gaps1[k+step-1]: + for n from e_gap_high[j] <= n <= e_x_gap_high: + if n-m >= 1: # extractor.py doesn't restrict target-side gap length + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + k = k + step + free(e_gaps1) + e_gaps1 = e_gaps2 + len1 = len2 + + step = 1+(num_gaps*2) + e_gaps2 = malloc(0) + len2 = 0 + for i from e_high <= i <= e_x_high: + j = 0 + while j < len1: + if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + j = j + step + free(e_gaps1) + e_gaps1 = e_gaps2 + len1 = len2 + + step = (num_gaps+1)*2 + i = 0 + + cdef IntList indexes + while i < len1: + ephr_arr._clear() + num_chunks = 0 + indexes = IntList() + for j from 0 <= j < num_gaps+1: + if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + num_chunks = num_chunks + 1 + for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: + indexes.append(k) + ephr_arr._append(self.eid2symid[self.eda.data.arr[e_sent_start+k]]) + if j < num_gaps: + indexes.append(sym_setindex(self.category, e_gap_order[j]+1)) + ephr_arr._append(sym_setindex(self.category, e_gap_order[j]+1)) + i = i + step + if ephr_arr.len <= self.max_target_length and num_chunks <= self.max_target_chunks: + result.append((Phrase(ephr_arr),indexes)) + + free(e_gaps1) + free(e_gap_order) + return result + + cdef IntList create_alignments(self, int* sent_links, int num_links, + IntList findexes, IntList eindexes): + cdef unsigned i + cdef IntList ret = IntList() + for i in range(findexes.len): + s = findexes.arr[i] + if s < 0: continue + idx = 0 + while idx < num_links * 2: + if sent_links[idx] == s: + j = eindexes.index(sent_links[idx+1]) + ret.append(i * ALIGNMENT_CODE + j) + idx += 2 + return ret + + cdef extract(self, Phrase phrase, Matching* matching, int* chunklen, int num_chunks): + cdef int* sent_links, *e_links_low, *e_links_high, *f_links_low, *f_links_high + cdef int *f_gap_low, *f_gap_high, *e_gap_low, *e_gap_high, num_gaps, gap_start + cdef int i, j, k, e_i, f_i, num_links, num_aligned_chunks, met_constraints, x + cdef int f_low, f_high, e_low, e_high, f_back_low, f_back_high + cdef int e_sent_start, e_sent_end, f_sent_start, f_sent_end, e_sent_len, f_sent_len + cdef int e_word_count, f_x_low, f_x_high, e_x_low, e_x_high, phrase_len + cdef float pair_count + cdef extracts, phrase_list + cdef IntList fphr_arr + cdef Phrase fphr + cdef reason_for_failure + + fphr_arr = IntList() + phrase_len = phrase.n + extracts = [] + sent_links = self.alignment._get_sent_links(matching.sent_id, &num_links) + + e_sent_start = self.eda.sent_index.arr[matching.sent_id] + e_sent_end = self.eda.sent_index.arr[matching.sent_id+1] + e_sent_len = e_sent_end - e_sent_start - 1 + f_sent_start = self.fda.sent_index.arr[matching.sent_id] + f_sent_end = self.fda.sent_index.arr[matching.sent_id+1] + f_sent_len = f_sent_end - f_sent_start - 1 + + self.findexes1.reset() + sofar = 0 + for i in range(num_chunks): + for j in range(chunklen[i]): + self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); + sofar += 1 + if i+1 < num_chunks: + self.findexes1.append(phrase[sofar]) + sofar += 1 + + + e_links_low = malloc(e_sent_len*sizeof(int)) + e_links_high = malloc(e_sent_len*sizeof(int)) + f_links_low = malloc(f_sent_len*sizeof(int)) + f_links_high = malloc(f_sent_len*sizeof(int)) + f_gap_low = malloc((num_chunks+1)*sizeof(int)) + f_gap_high = malloc((num_chunks+1)*sizeof(int)) + e_gap_low = malloc((num_chunks+1)*sizeof(int)) + e_gap_high = malloc((num_chunks+1)*sizeof(int)) + memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + + reason_for_failure = "" + + for i from 0 <= i < e_sent_len: + e_links_low[i] = -1 + e_links_high[i] = -1 + for i from 0 <= i < f_sent_len: + f_links_low[i] = -1 + f_links_high[i] = -1 + + # this is really inefficient -- might be good to + # somehow replace with binary search just for the f + # links that we care about (but then how to look up + # when we want to check something on the e side?) + i = 0 + while i < num_links*2: + f_i = sent_links[i] + e_i = sent_links[i+1] + if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + f_links_low[f_i] = e_i + if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + f_links_high[f_i] = e_i + 1 + if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + e_links_low[e_i] = f_i + if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + e_links_high[e_i] = f_i + 1 + i = i + 2 + + als = [] + for x in range(matching.start,matching.end): + al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + als.append(al) + # check all source-side alignment constraints + met_constraints = 1 + if self.require_aligned_terminal: + num_aligned_chunks = 0 + for i from 0 <= i < num_chunks: + for j from 0 <= j < chunklen[i]: + if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + num_aligned_chunks = num_aligned_chunks + 1 + break + if num_aligned_chunks == 0: + reason_for_failure = "No aligned terminals" + met_constraints = 0 + if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + reason_for_failure = "Unaligned chunk" + met_constraints = 0 + + if met_constraints and self.tight_phrases: + # outside edge constraints are checked later + for i from 0 <= i < num_chunks-1: + if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + reason_for_failure = "Gaps are not tight phrases" + met_constraints = 0 + break + if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + reason_for_failure = "Gaps are not tight phrases" + met_constraints = 0 + break + + f_low = matching.arr[matching.start] - f_sent_start + f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + if met_constraints: + + if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + self.train_min_gap_size, 0, + self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + gap_error = 0 + num_gaps = 0 + + if f_back_low < f_low: + f_gap_low[0] = f_back_low + f_gap_high[0] = f_low + num_gaps = 1 + gap_start = 0 + phrase_len = phrase_len+1 + if phrase_len > self.max_length: + gap_error = 1 + if self.tight_phrases: + if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + gap_error = 1 + reason_for_failure = "Inside edges of preceding subphrase are not tight" + else: + gap_start = 1 + if self.tight_phrases and f_links_low[f_low] == -1: + # this is not a hard error. we can't extract this phrase + # but we still might be able to extract a superphrase + met_constraints = 0 + + for i from 0 <= i < matching.size - 1: + f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + num_gaps = num_gaps + 1 + + if f_high < f_back_high: + f_gap_low[gap_start+num_gaps] = f_high + f_gap_high[gap_start+num_gaps] = f_back_high + num_gaps = num_gaps + 1 + phrase_len = phrase_len+1 + if phrase_len > self.max_length: + gap_error = 1 + if self.tight_phrases: + if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + gap_error = 1 + reason_for_failure = "Inside edges of following subphrase are not tight" + else: + if self.tight_phrases and f_links_low[f_high-1] == -1: + met_constraints = 0 + + if gap_error == 0: + e_word_count = e_high - e_low + for i from 0 <= i < num_gaps: # check integrity of subphrases + if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, + f_gap_low+gap_start+i, f_gap_high+gap_start+i, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0) == 0: + gap_error = 1 + reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) + break + + if gap_error == 0: + i = 1 + self.findexes.reset() + if f_back_low < f_low: + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.append(sym_setindex(self.category, i)) + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + if f_back_high > f_high: + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + + fphr = Phrase(fphr_arr) + if met_constraints: + phrase_list = self.extract_phrases(e_low, e_high, e_gap_low + gap_start, e_gap_high + gap_start, e_links_low, num_gaps, + f_back_low, f_back_high, f_gap_low + gap_start, f_gap_high + gap_start, f_links_low, + matching.sent_id, e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + reason_for_failure = "Didn't extract anything from [%d, %d] -> [%d, %d]" % (f_back_low, f_back_high, e_low, e_high) + for phrase2, eindexes in phrase_list: + als1 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als1))) + if (num_gaps < self.max_nonterminals and + phrase_len < self.max_length and + f_back_high - f_back_low + self.train_min_gap_size <= self.train_max_initial_size): + if (f_back_low == f_low and + f_low >= self.train_min_gap_size and + ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_back_high-1] != -1))): + f_x_low = f_low-self.train_min_gap_size + met_constraints = 1 + if self.tight_phrases: + while f_x_low >= 0 and f_links_low[f_x_low] == -1: + f_x_low = f_x_low - 1 + if f_x_low < 0 or f_back_high - f_x_low > self.train_max_initial_size: + met_constraints = 0 + + if (met_constraints and + (self.find_fixpoint(f_x_low, f_back_high, + f_links_low, f_links_high, e_links_low, e_links_high, + e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 1, 1, 1, 1, 0, 1, 0) == 1) and + ((not self.tight_phrases) or f_links_low[f_x_low] != -1) and + self.find_fixpoint(f_x_low, f_low, # check integrity of new subphrase + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0)): + fphr_arr._clear() + i = 1 + self.findexes.reset() + self.findexes.append(sym_setindex(self.category, i)) + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + if f_back_high > f_high: + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + fphr = Phrase(fphr_arr) + phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+1, + f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, matching.sent_id, + e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + for phrase2, eindexes in phrase_list: + als2 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als2))) + + if (f_back_high == f_high and + f_sent_len - f_high >= self.train_min_gap_size and + ((not self.tight_phrases) or (f_links_low[f_high] != -1 and f_links_low[f_back_low] != -1))): + f_x_high = f_high+self.train_min_gap_size + met_constraints = 1 + if self.tight_phrases: + while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + f_x_high = f_x_high + 1 + if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size: + met_constraints = 0 + + if (met_constraints and + self.find_fixpoint(f_back_low, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 1, 1, 1, 0, 1, 1, 0) and + ((not self.tight_phrases) or f_links_low[f_x_high-1] != -1) and + self.find_fixpoint(f_high, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low+gap_start+num_gaps, e_gap_high+gap_start+num_gaps, + f_gap_low+gap_start+num_gaps, f_gap_high+gap_start+num_gaps, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0)): + fphr_arr._clear() + i = 1 + self.findexes.reset() + if f_back_low < f_low: + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.append(sym_setindex(self.category, i)) + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + fphr = Phrase(fphr_arr) + phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low+gap_start, e_gap_high+gap_start, e_links_low, num_gaps+1, + f_x_low, f_x_high, f_gap_low+gap_start, f_gap_high+gap_start, f_links_low, + matching.sent_id, e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + for phrase2, eindexes in phrase_list: + als3 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als3))) + if (num_gaps < self.max_nonterminals - 1 and + phrase_len+1 < self.max_length and + f_back_high == f_high and + f_back_low == f_low and + f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + f_low >= self.train_min_gap_size and + f_high <= f_sent_len - self.train_min_gap_size and + ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + + met_constraints = 1 + f_x_low = f_low-self.train_min_gap_size + if self.tight_phrases: + while f_x_low >= 0 and f_links_low[f_x_low] == -1: + f_x_low = f_x_low - 1 + if f_x_low < 0: + met_constraints = 0 + + f_x_high = f_high+self.train_min_gap_size + if self.tight_phrases: + while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + f_x_high = f_x_high + 1 + if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + met_constraints = 0 + + if (met_constraints and + (self.find_fixpoint(f_x_low, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 1, 1, 2, 1, 1, 1, 1) == 1) and + ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and + self.find_fixpoint(f_x_low, f_low, + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0) and + self.find_fixpoint(f_high, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low+1+num_gaps, e_gap_high+1+num_gaps, + f_gap_low+1+num_gaps, f_gap_high+1+num_gaps, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0)): + fphr_arr._clear() + i = 1 + self.findexes.reset() + self.findexes.append(sym_setindex(self.category, i)) + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + fphr = Phrase(fphr_arr) + phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+2, + f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, + matching.sent_id, e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + for phrase2, eindexes in phrase_list: + als4 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als4))) + else: + reason_for_failure = "Unable to extract basic phrase" + + free(sent_links) + free(f_links_low) + free(f_links_high) + free(e_links_low) + free(e_links_high) + free(f_gap_low) + free(f_gap_high) + free(e_gap_low) + free(e_gap_high) + + return extracts + + # + # Online grammar extraction handling + # + + # Aggregate stats from a training instance + # (Extract rules, update counts) + def add_instance(self, f_words, e_words, alignment): + + self.online = True + + # Rules extracted from this instance + # Track span of lexical items (terminals) to make + # sure we don't extract the same rule for the same + # span more than once. + # (f, e, al, lex_f_i, lex_f_j) + rules = set() + + f_len = len(f_words) + e_len = len(e_words) + + # Pre-compute alignment info + al = [[] for i in range(f_len)] + fe_span = [[e_len + 1, -1] for i in range(f_len)] + ef_span = [[f_len + 1, -1] for i in range(e_len)] + for f, e in alignment: + al[f].append(e) + fe_span[f][0] = min(fe_span[f][0], e) + fe_span[f][1] = max(fe_span[f][1], e) + ef_span[e][0] = min(ef_span[e][0], f) + ef_span[e][1] = max(ef_span[e][1], f) + + # Target side word coverage + cover = [0] * e_len + # Non-terminal coverage + f_nt_cover = [0] * f_len + e_nt_cover = [0] * e_len + + # Extract all possible hierarchical phrases starting at a source index + # f_ i and j are current, e_ i and j are previous + # We care _considering_ f_j, so it is not yet in counts + def extract(f_i, f_j, e_i, e_j, min_bound, wc, links, nt, nt_open): + # Phrase extraction limits + if f_j > (f_len - 1) or (f_j - f_i) + 1 > self.max_initial_size: + return + # Unaligned word + if not al[f_j]: + # Adjacent to non-terminal: extend (non-terminal now open) + if nt and nt[-1][2] == f_j - 1: + nt[-1][2] += 1 + extract(f_i, f_j + 1, e_i, e_j, min_bound, wc, links, nt, True) + nt[-1][2] -= 1 + # Unless non-terminal already open, always extend with word + # Make sure adding a word doesn't exceed length + if not nt_open and wc < self.max_length: + extract(f_i, f_j + 1, e_i, e_j, min_bound, wc + 1, links, nt, False) + return + # Aligned word + link_i = fe_span[f_j][0] + link_j = fe_span[f_j][1] + new_e_i = min(link_i, e_i) + new_e_j = max(link_j, e_j) + # Check reverse links of newly covered words to see if they violate left + # bound (return) or extend minimum right bound for chunk + new_min_bound = min_bound + # First aligned word creates span + if e_j == -1: + for i from new_e_i <= i <= new_e_j: + if ef_span[i][0] < f_i: + return + new_min_bound = max(new_min_bound, ef_span[i][1]) + # Other aligned words extend span + else: + for i from new_e_i <= i < e_i: + if ef_span[i][0] < f_i: + return + new_min_bound = max(new_min_bound, ef_span[i][1]) + for i from e_j < i <= new_e_j: + if ef_span[i][0] < f_i: + return + new_min_bound = max(new_min_bound, ef_span[i][1]) + # Extract, extend with word (unless non-terminal open) + if not nt_open: + nt_collision = False + for link in al[f_j]: + if e_nt_cover[link]: + nt_collision = True + # Non-terminal collisions block word extraction and extension, but + # may be okay for continuing non-terminals + if not nt_collision and wc < self.max_length: + plus_links = [] + for link in al[f_j]: + plus_links.append((f_j, link)) + cover[link] += 1 + links.append(plus_links) + if links and f_j >= new_min_bound: + rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links)) + extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc + 1, links, nt, False) + links.pop() + for link in al[f_j]: + cover[link] -= 1 + # Try to add a word to current non-terminal (if any), extract, extend + if nt and nt[-1][2] == f_j - 1: + # Add to non-terminal, checking for collisions + old_last_nt = nt[-1][:] + nt[-1][2] = f_j + if link_i < nt[-1][3]: + if not span_check(cover, link_i, nt[-1][3] - 1): + nt[-1] = old_last_nt + return + span_inc(cover, link_i, nt[-1][3] - 1) + span_inc(e_nt_cover, link_i, nt[-1][3] - 1) + nt[-1][3] = link_i + if link_j > nt[-1][4]: + if not span_check(cover, nt[-1][4] + 1, link_j): + nt[-1] = old_last_nt + return + span_inc(cover, nt[-1][4] + 1, link_j) + span_inc(e_nt_cover, nt[-1][4] + 1, link_j) + nt[-1][4] = link_j + if links and f_j >= new_min_bound: + rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links)) + extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc, links, nt, False) + nt[-1] = old_last_nt + if link_i < nt[-1][3]: + span_dec(cover, link_i, nt[-1][3] - 1) + span_dec(e_nt_cover, link_i, nt[-1][3] - 1) + if link_j > nt[-1][4]: + span_dec(cover, nt[-1][4] + 1, link_j) + span_dec(e_nt_cover, nt[-1][4] + 1, link_j) + # Try to start a new non-terminal, extract, extend + if (not nt or f_j - nt[-1][2] > 1) and wc < self.max_length and len(nt) < self.max_nonterminals: + # Check for collisions + if not span_check(cover, link_i, link_j): + return + span_inc(cover, link_i, link_j) + span_inc(e_nt_cover, link_i, link_j) + nt.append([(nt[-1][0] + 1) if nt else 1, f_j, f_j, link_i, link_j]) + # Require at least one word in phrase + if links and f_j >= new_min_bound: + rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links)) + extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc + 1, links, nt, False) + nt.pop() + span_dec(cover, link_i, link_j) + span_dec(e_nt_cover, link_i, link_j) + + # Try to extract phrases from every f index + for f_i from 0 <= f_i < f_len: + # Skip if phrases won't be tight on left side + if not al[f_i]: + continue + extract(f_i, f_i, f_len + 1, -1, f_i, 0, [], [], False) + + # Update possible phrases (samples) + # This could be more efficiently integrated with extraction + # at the cost of readability + for f, lex_i, lex_j in self.get_f_phrases(f_words): + self.samples_f[f] += 1 + + # Update phrase counts + for rule in rules: + (f_ph, e_ph, al) = rule[:3] + self.phrases_f[f_ph] += 1 + self.phrases_e[e_ph] += 1 + self.phrases_fe[f_ph][e_ph] += 1 + if not self.phrases_al[f_ph][e_ph]: + self.phrases_al[f_ph][e_ph] = al + + # Update Bilexical counts + for e_w in e_words: + self.bilex_e[e_w] += 1 + for f_w in f_words: + self.bilex_f[f_w] += 1 + for e_w in e_words: + self.bilex_fe[f_w][e_w] += 1 + + # Create a rule from source, target, non-terminals, and alignments + def form_rule(self, f_i, e_i, f_span, e_span, nt, al): + + # Substitute in non-terminals + nt_inv = sorted(nt, cmp=lambda x, y: cmp(x[3], y[3])) + f_sym = list(f_span[:]) + off = f_i + for next_nt in nt: + nt_len = (next_nt[2] - next_nt[1]) + 1 + i = 0 + while i < nt_len: + f_sym.pop(next_nt[1] - off) + i += 1 + f_sym.insert(next_nt[1] - off, sym_setindex(self.category, next_nt[0])) + off += (nt_len - 1) + e_sym = list(e_span[:]) + off = e_i + for next_nt in nt_inv: + nt_len = (next_nt[4] - next_nt[3]) + 1 + i = 0 + while i < nt_len: + e_sym.pop(next_nt[3] - off) + i += 1 + e_sym.insert(next_nt[3] - off, sym_setindex(self.category, next_nt[0])) + off += (nt_len - 1) + + # Adjusting alignment links takes some doing + links = [list(link) for sub in al for link in sub] + links_inv = sorted(links, cmp=lambda x, y: cmp(x[1], y[1])) + links_len = len(links) + nt_len = len(nt) + nt_i = 0 + off = f_i + i = 0 + while i < links_len: + while nt_i < nt_len and links[i][0] > nt[nt_i][1]: + off += (nt[nt_i][2] - nt[nt_i][1]) + nt_i += 1 + links[i][0] -= off + i += 1 + nt_i = 0 + off = e_i + i = 0 + while i < links_len: + while nt_i < nt_len and links_inv[i][1] > nt_inv[nt_i][3]: + off += (nt_inv[nt_i][4] - nt_inv[nt_i][3]) + nt_i += 1 + links_inv[i][1] -= off + i += 1 + + # Find lexical span + lex_f_i = f_i + lex_f_j = f_i + (len(f_span) - 1) + if nt: + if nt[0][1] == lex_f_i: + lex_f_i += (nt[0][2] - nt[0][1]) + 1 + if nt[-1][2] == lex_f_j: + lex_f_j -= (nt[-1][2] - nt[-1][1]) + 1 + + # Create rule (f_phrase, e_phrase, links, f_link_min, f_link_max) + f = Phrase(f_sym) + e = Phrase(e_sym) + a = tuple(self.alignment.link(i, j) for i, j in links) + return (f, e, a, lex_f_i, lex_f_j) + + # Rule string from rule + def fmt_rule(self, f, e, a): + a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a) + return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str) + + # Debugging + def dump_online_stats(self): + logger.info('------------------------------') + logger.info(' Online Stats ') + logger.info('------------------------------') + logger.info('f') + for w in self.bilex_f: + logger.info(sym_tostring(w) + ' : ' + str(self.bilex_f[w])) + logger.info('e') + for w in self.bilex_e: + logger.info(sym_tostring(w) + ' : ' + str(self.bilex_e[w])) + logger.info('fe') + for w in self.bilex_fe: + for w2 in self.bilex_fe[w]: + logger.info(sym_tostring(w) + ' : ' + sym_tostring(w2) + ' : ' + str(self.bilex_fe[w][w2])) + logger.info('F') + for ph in self.phrases_f: + logger.info(str(ph) + ' ||| ' + str(self.phrases_f[ph])) + logger.info('E') + for ph in self.phrases_e: + logger.info(str(ph) + ' ||| ' + str(self.phrases_e[ph])) + logger.info('FE') + self.dump_online_rules() + + def dump_online_rules(self): + for ph in self.phrases_fe: + for ph2 in self.phrases_fe[ph]: + logger.info(self.fmt_rule(str(ph), str(ph2), self.phrases_al[ph][ph2]) + ' ||| ' + str(self.phrases_fe[ph][ph2])) + + # Lookup online stats for phrase pair (f, e). Return None if no match. + # IMPORTANT: use get() to avoid adding items to defaultdict + def online_ctx_lookup(self, f, e): + if self.online: + fcount = self.phrases_f.get(f, 0) + fsample_count = self.samples_f.get(f, 0) + d = self.phrases_fe.get(f, None) + paircount = d.get(e, 0) if d else 0 + return OnlineFeatureContext(fcount, fsample_count, paircount, self.bilex_f, self.bilex_e, self.bilex_fe) + return None + + # Find all phrases that we might try to extract + # (Used for EGivenFCoherent) + # Return set of (fphrase, lex_i, lex_j) + def get_f_phrases(self, f_words): + + f_len = len(f_words) + phrases = set() # (fphrase, lex_i, lex_j) + + def extract(f_i, f_j, lex_i, lex_j, wc, ntc, syms): + # Phrase extraction limits + if f_j > (f_len - 1) or (f_j - f_i) + 1 > self.max_initial_size: + return + # Extend with word + if wc + ntc < self.max_length: + syms.append(f_words[f_j]) + f = Phrase(syms) + new_lex_i = min(lex_i, f_j) + new_lex_j = max(lex_j, f_j) + phrases.add((f, new_lex_i, new_lex_j)) + extract(f_i, f_j + 1, new_lex_i, new_lex_j, wc + 1, ntc, syms) + syms.pop() + # Extend with existing non-terminal + if syms and sym_isvar(syms[-1]): + # Don't re-extract the same phrase + extract(f_i, f_j + 1, lex_i, lex_j, wc, ntc, syms) + # Extend with new non-terminal + if wc + ntc < self.max_length: + if not syms or (ntc < self.max_nonterminals and not sym_isvar(syms[-1])): + syms.append(sym_setindex(self.category, ntc + 1)) + f = Phrase(syms) + if wc > 0: + phrases.add((f, lex_i, lex_j)) + extract(f_i, f_j + 1, lex_i, lex_j, wc, ntc + 1, syms) + syms.pop() + + # Try to extract phrases from every f index + for f_i from 0 <= f_i < f_len: + extract(f_i, f_i, f_len, -1, 0, 0, []) + + return phrases + +# Spans are _inclusive_ on both ends [i, j] +def span_check(vec, i, j): + k = i + while k <= j: + if vec[k]: + return False + k += 1 + return True + +def span_inc(vec, i, j): + k = i + while k <= j: + vec[k] += 1 + k += 1 + +def span_dec(vec, i, j): + k = i + while k <= j: + vec[k] -= 1 + k += 1 diff --git a/python/cdec/sa/str_map.pxi b/python/cdec/sa/str_map.pxi new file mode 100644 index 00000000..3a8439a4 --- /dev/null +++ b/python/cdec/sa/str_map.pxi @@ -0,0 +1,23 @@ +cdef extern from "strmap.h": + ctypedef struct StrMap + StrMap* stringmap_new() + void stringmap_delete(StrMap *vocab) + int stringmap_index(StrMap *vocab, char *s) + char* stringmap_word(StrMap *vocab, int i) + +cdef class StringMap: + cdef StrMap *vocab + cdef char *word(self, int i) + cdef int index(self, char *s) + + def __cinit__(self): + self.vocab = stringmap_new() + + def __dealloc__(self): + stringmap_delete(self.vocab) + + cdef char *word(self, int i): + return stringmap_word(self.vocab, i) + + cdef int index(self, char *s): + return stringmap_index(self.vocab, s) diff --git a/python/cdec/sa/strmap.cc b/python/cdec/sa/strmap.cc new file mode 100644 index 00000000..5040477e --- /dev/null +++ b/python/cdec/sa/strmap.cc @@ -0,0 +1,232 @@ +#include "strmap.h" + +#include +#include +#include +#include + +using namespace std; +using namespace std::tr1; + +#undef HAVE_64_BITS + +#if INTPTR_MAX == INT32_MAX +# define HAVE_64_BITS 0 +#elif INTPTR_MAX >= INT64_MAX +# define HAVE_64_BITS 1 +#else +# error "couldn't tell if HAVE_64_BITS from INTPTR_MAX INT32_MAX INT64_MAX" +#endif + +typedef uintptr_t MurmurInt; + +// MurmurHash2, by Austin Appleby + +static const uint32_t DEFAULT_SEED=2654435769U; + +#if HAVE_64_BITS +//MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED); + +inline uint64_t MurmurHash64( const void * key, int len, unsigned int seed=DEFAULT_SEED ) +{ + const uint64_t m = 0xc6a4a7935bd1e995ULL; + const int r = 47; + + uint64_t h = seed ^ (len * m); + + const uint64_t * data = (const uint64_t *)key; + const uint64_t * end = data + (len/8); + + while(data != end) + { + uint64_t k = *data++; + + k *= m; + k ^= k >> r; + k *= m; + + h ^= k; + h *= m; + } + + const unsigned char * data2 = (const unsigned char*)data; + + switch(len & 7) + { + case 7: h ^= uint64_t(data2[6]) << 48; + case 6: h ^= uint64_t(data2[5]) << 40; + case 5: h ^= uint64_t(data2[4]) << 32; + case 4: h ^= uint64_t(data2[3]) << 24; + case 3: h ^= uint64_t(data2[2]) << 16; + case 2: h ^= uint64_t(data2[1]) << 8; + case 1: h ^= uint64_t(data2[0]); + h *= m; + }; + + h ^= h >> r; + h *= m; + h ^= h >> r; + + return h; +} + +inline uint32_t MurmurHash32(void const *key, int len, uint32_t seed=DEFAULT_SEED) +{ + return (uint32_t) MurmurHash64(key,len,seed); +} + +inline MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED) +{ + return MurmurHash64(key,len,seed); +} + +#else +// 32-bit + +// Note - This code makes a few assumptions about how your machine behaves - +// 1. We can read a 4-byte value from any address without crashing +// 2. sizeof(int) == 4 +inline uint32_t MurmurHash32 ( const void * key, int len, uint32_t seed=DEFAULT_SEED) +{ + // 'm' and 'r' are mixing constants generated offline. + // They're not really 'magic', they just happen to work well. + + const uint32_t m = 0x5bd1e995; + const int r = 24; + + // Initialize the hash to a 'random' value + + uint32_t h = seed ^ len; + + // Mix 4 bytes at a time into the hash + + const unsigned char * data = (const unsigned char *)key; + + while(len >= 4) + { + uint32_t k = *(uint32_t *)data; + + k *= m; + k ^= k >> r; + k *= m; + + h *= m; + h ^= k; + + data += 4; + len -= 4; + } + + // Handle the last few bytes of the input array + + switch(len) + { + case 3: h ^= data[2] << 16; + case 2: h ^= data[1] << 8; + case 1: h ^= data[0]; + h *= m; + }; + + // Do a few final mixes of the hash to ensure the last few + // bytes are well-incorporated. + + h ^= h >> 13; + h *= m; + h ^= h >> 15; + + return h; +} + +inline MurmurInt MurmurHash ( const void * key, int len, uint32_t seed=DEFAULT_SEED) { + return MurmurHash32(key,len,seed); +} + +// 64-bit hash for 32-bit platforms + +inline uint64_t MurmurHash64 ( const void * key, int len, uint32_t seed=DEFAULT_SEED) +{ + const uint32_t m = 0x5bd1e995; + const int r = 24; + + uint32_t h1 = seed ^ len; + uint32_t h2 = 0; + + const uint32_t * data = (const uint32_t *)key; + + while(len >= 8) + { + uint32_t k1 = *data++; + k1 *= m; k1 ^= k1 >> r; k1 *= m; + h1 *= m; h1 ^= k1; + len -= 4; + + uint32_t k2 = *data++; + k2 *= m; k2 ^= k2 >> r; k2 *= m; + h2 *= m; h2 ^= k2; + len -= 4; + } + + if(len >= 4) + { + uint32_t k1 = *data++; + k1 *= m; k1 ^= k1 >> r; k1 *= m; + h1 *= m; h1 ^= k1; + len -= 4; + } + + switch(len) + { + case 3: h2 ^= ((unsigned char*)data)[2] << 16; + case 2: h2 ^= ((unsigned char*)data)[1] << 8; + case 1: h2 ^= ((unsigned char*)data)[0]; + h2 *= m; + }; + + h1 ^= h2 >> 18; h1 *= m; + h2 ^= h1 >> 22; h2 *= m; + h1 ^= h2 >> 17; h1 *= m; + h2 ^= h1 >> 19; h2 *= m; + + uint64_t h = h1; + + h = (h << 32) | h2; + + return h; +} + +#endif +//32bit + +struct MurmurHasher { + size_t operator()(const string& s) const { + return MurmurHash(s.c_str(), s.size()); + } +}; + +struct StrMap { + StrMap() { keys_.reserve(10000); keys_.push_back(""); map_[keys_[0]] = 0; } + unordered_map map_; + vector keys_; +}; + +StrMap* stringmap_new() { + return new StrMap; +} + +void stringmap_delete(StrMap *vocab) { + delete vocab; +} + +int stringmap_index(StrMap *vocab, char *s) { + int& cell = vocab->map_[s]; + if (!cell) { + cell = vocab->keys_.size(); + vocab->keys_.push_back(s); + } + return cell; +} + +char* stringmap_word(StrMap *vocab, int i) { + return const_cast(vocab->keys_[i].c_str()); +} + diff --git a/python/cdec/sa/strmap.h b/python/cdec/sa/strmap.h new file mode 100644 index 00000000..a218a4c0 --- /dev/null +++ b/python/cdec/sa/strmap.h @@ -0,0 +1,22 @@ +#ifndef _STRMAP_H_ +#define _STRMAP_H_ + +#ifdef __cplusplus + extern "C" { +#else + typedef struct StrMap StrMap; /* dummy type to stand in for class */ +#endif + +struct StrMap; + +StrMap* stringmap_new(); +void stringmap_delete(StrMap *vocab); +int stringmap_index(StrMap *vocab, char *s); +char* stringmap_word(StrMap *vocab, int i); + +#ifdef __cplusplus + } +#endif + + +#endif diff --git a/python/cdec/sa/suffix_array.pxi b/python/cdec/sa/suffix_array.pxi new file mode 100644 index 00000000..de4adcd9 --- /dev/null +++ b/python/cdec/sa/suffix_array.pxi @@ -0,0 +1,250 @@ +# Defines suffix arrays that can be directly written to/read from disk in binary format +# Adam Lopez + +from libc.stdio cimport FILE, fclose, fopen + +cdef class SuffixArray: + cdef DataArray darray + cdef IntList sa + cdef IntList ha + + def __cinit__(self, from_binary=None, from_text=None, side=None): + self.darray = DataArray() + self.sa = IntList() + self.ha = IntList() + if from_binary: + self.read_binary(from_binary) + elif from_text: + self.read_text(from_text, side) + + def __getitem__(self, i): + return self.sa.arr[i] + + def read_text(self, filename, side): + '''Constructs suffix array using the algorithm + of Larsson & Sadahkane (1999)''' + cdef int V, N, i, j, h, a_i, n, current_run, skip + cdef IntList isa, word_count + + self.darray = DataArray(from_text=filename, side=side, use_sent_id=True) + N = len(self.darray) + V = len(self.darray.id2word) + + self.sa = IntList(initial_len=N) + self.ha = IntList(initial_len=V+1) + + isa = IntList(initial_len=N) + word_count = IntList(initial_len=V+1) + + '''Step 1: bucket sort data''' + cdef float sort_start_time = monitor_cpu() + cdef float start_time = sort_start_time + for i from 0 <= i < N: + a_i = self.darray.data.arr[i] + word_count.arr[a_i] = word_count.arr[a_i] + 1 + + n = 0 + for i from 0 <= i < V+1: + self.ha.arr[i] = n + n = n + word_count.arr[i] + word_count.arr[i] = 0 + + for i from 0 <= i < N: + a_i = self.darray.data.arr[i] + self.sa.arr[self.ha.arr[a_i] + word_count.arr[a_i]] = i + isa.arr[i] = self.ha.arr[a_i + 1] - 1 # bucket pointer is last index in bucket + word_count.arr[a_i] = word_count.arr[a_i] + 1 + + '''Determine size of initial runs''' + current_run = 0 + for i from 0 <= i < V+1: + if i < V and self.ha.arr[i+1] - self.ha.arr[i] == 1: + current_run = current_run + 1 + else: + if current_run > 0: + self.sa.arr[self.ha.arr[i] - current_run] = -current_run + current_run = 0 + + logger.info(" Bucket sort took %f seconds", (monitor_cpu() - sort_start_time)) + + '''Step 2: prefix-doubling sort''' + h = 1 + while self.sa.arr[0] != -N: + sort_start_time = monitor_cpu() + logger.debug(" Refining, sort depth = %d", h) + i = 0 + skip = 0 + while i < N: + if self.sa.arr[i] < 0: + skip = skip + self.sa.arr[i] + i = i - self.sa.arr[i] + else: + if skip < 0: + self.sa.arr[i+skip] = skip + skip = 0 + j = isa.arr[self.sa.arr[i]] + self.q3sort(i, j, h, isa) + i = j+1 + if skip < 0: + self.sa.arr[i+skip] = skip + h = h * 2 + logger.debug(" Refinement took %f seconds", (monitor_cpu() - sort_start_time)) + + '''Step 3: read off suffix array from inverse suffix array''' + logger.info(" Finalizing sort...") + for i from 0 <= i < N: + j = isa.arr[i] + self.sa.arr[j] = i + logger.info("Suffix array construction took %f seconds", (monitor_cpu() - start_time)) + + def q3sort(self, int i, int j, int h, IntList isa, pad=""): + '''This is a ternary quicksort. It divides the array into + three partitions: items less than the pivot, items equal + to pivot, and items greater than pivot. The first and last + of these partitions are then recursively sorted''' + cdef int k, midpoint, pval, phead, ptail, tmp + + if j-i < -1: + raise Exception("Unexpected condition found in q3sort: sort from %d to %d" % (i,j)) + if j-i == -1: # recursive base case -- empty interval + return + if (j-i == 0): # recursive base case -- singleton interval + isa.arr[self.sa.arr[i]] = i + self.sa.arr[i] = -1 + return + + # NOTE: choosing the first item as a pivot value resulted in + # stack overflow for some very large buckets. I think there + # is a natural bias towards order due the way the word ids are + # assigned; thus this resulted in the range to the left of the + # pivot being nearly empty. Therefore, choose the middle item. + # If the method of assigning word_id's is changed, this method + # may need to be reconsidered as well. + midpoint = (i+j)/2 + pval = isa.arr[self.sa.arr[midpoint] + h] + if i != midpoint: + tmp = self.sa.arr[midpoint] + self.sa.arr[midpoint] = self.sa.arr[i] + self.sa.arr[i] = tmp + phead = i + ptail = i + + # find the three partitions. phead marks the first element + # of the middle partition, and ptail marks the last element + for k from i+1 <= k < j+1: + if isa.arr[self.sa.arr[k] + h] < pval: + if k > ptail+1: + tmp = self.sa.arr[phead] + self.sa.arr[phead] = self.sa.arr[k] + self.sa.arr[k] = self.sa.arr[ptail+1] + self.sa.arr[ptail+1] = tmp + else: # k == ptail+1 + tmp = self.sa.arr[phead] + self.sa.arr[phead] = self.sa.arr[k] + self.sa.arr[k] = tmp + phead = phead + 1 + ptail = ptail + 1 + else: + if isa.arr[self.sa.arr[k] + h] == pval: + if k > ptail+1: + tmp = self.sa.arr[ptail+1] + self.sa.arr[ptail+1] = self.sa.arr[k] + self.sa.arr[k] = tmp + ptail = ptail + 1 + + # recursively sort smaller suffixes + self.q3sort(i, phead-1, h, isa, pad+" ") + + # update suffixes with pivot value + # corresponds to update_group function in Larsson & Sadakane + for k from phead <= k < ptail+1: + isa.arr[self.sa.arr[k]] = ptail + if phead == ptail: + self.sa.arr[phead] = -1 + + # recursively sort larger suffixes + self.q3sort(ptail+1, j, h, isa, pad+" ") + + + def write_text(self, char* filename): + self.darray.write_text(filename) + + def read_binary(self, char* filename): + cdef FILE *f + f = fopen(filename, "r") + self.darray.read_handle(f) + self.sa.read_handle(f) + self.ha.read_handle(f) + fclose(f) + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.darray.write_handle(f) + self.sa.write_handle(f) + self.ha.write_handle(f) + fclose(f) + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + self.darray.write_enhanced_handle(f) + for a_i in self.sa: + f.write("%d " % a_i) + f.write("\n") + for w_i in self.ha: + f.write("%d " % w_i) + f.write("\n") + + cdef int __search_high(self, int word_id, int offset, int low, int high): + cdef int midpoint + + if low >= high: + return high + midpoint = (high + low) / 2 + if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: + return self.__search_high(word_id, offset, midpoint+1, high) + else: + return self.__search_high(word_id, offset, low, midpoint) + + cdef int __search_low(self, int word_id, int offset, int low, int high): + cdef int midpoint + + if low >= high: + return high + midpoint = (high + low) / 2 + if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: + return self.__search_low(word_id, offset, low, midpoint) + else: + return self.__search_low(word_id, offset, midpoint+1, high) + + cdef __get_range(self, int word_id, int offset, int low, int high, int midpoint): + return (self.__search_low(word_id, offset, low, midpoint), + self.__search_high(word_id, offset, midpoint, high)) + + cdef __lookup_helper(self, int word_id, int offset, int low, int high): + cdef int midpoint + + if offset == 0: + return (self.ha.arr[word_id], self.ha.arr[word_id+1]) + if low >= high: + return None + + midpoint = (high + low) / 2 + if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: + return self.__get_range(word_id, offset, low, high, midpoint) + if self.darray.data.arr[self.sa.arr[midpoint] + offset] > word_id: + return self.__lookup_helper(word_id, offset, low, midpoint) + else: + return self.__lookup_helper(word_id, offset, midpoint+1, high) + + def lookup(self, word, int offset, int low, int high): + cdef int wordid + if low == -1: + low = 0 + if high == -1: + high = len(self.sa) + if word in self.darray.word2id: + word_id = self.darray.word2id[word] + return self.__lookup_helper(word_id, offset, low, high) + else: + return None diff --git a/python/cdec/sa/sym.pxi b/python/cdec/sa/sym.pxi new file mode 100644 index 00000000..f253aec0 --- /dev/null +++ b/python/cdec/sa/sym.pxi @@ -0,0 +1,125 @@ +from libc.string cimport strrchr, strstr, strcpy, strlen +from libc.stdlib cimport malloc, realloc, strtol + +cdef int INDEX_SHIFT = 3 +cdef int INDEX_MASK = (1<= 0 + + cdef int getindex(self, int sym): + return -sym & INDEX_MASK + + cdef int setindex(self, int sym, int ind): + return -(-sym & ~INDEX_MASK | ind) + + cdef int clearindex(self, int sym): + return -(-sym& ~INDEX_MASK) + + cdef int match(self, int sym1, int sym2): + return self.clearindex(sym1) == self.clearindex(sym2); + + cdef char* tocat(self, int sym): + return self.nonterminals.word((-sym >> INDEX_SHIFT)-1) + + cdef int fromcat(self, char *s): + cdef int i + i = self.nonterminals.index(s) + if self.first_nonterminal == -1: + self.first_nonterminal = i + if i > self.last_nonterminal: + self.last_nonterminal = i + return -(i+1 << INDEX_SHIFT) + + cdef char* tostring(self, int sym): + cdef int ind + if self.isvar(sym): + if sym in self.id2sym: + return self.id2sym[sym] + ind = self.getindex(sym) + if ind > 0: + self.id2sym[sym] = "[%s,%d]" % (self.tocat(sym), ind) + else: + self.id2sym[sym] = "[%s]" % self.tocat(sym) + return self.id2sym[sym] + else: + return self.terminals.word(sym) + + cdef int fromstring(self, char *s, bint terminal): + """Warning: this method is allowed to alter s.""" + cdef char *comma + cdef int n + n = strlen(s) + cdef char *sep + sep = strstr(s,"_SEP_") + if n >= 3 and s[0] == c'[' and s[n-1] == c']' and sep == NULL: + if terminal: + s1 = "\\"+s + return self.terminals.index(s1) + s[n-1] = c'\0' + s = s + 1 + comma = strrchr(s, c',') + if comma != NULL: + comma[0] = c'\0' + return self.setindex(self.fromcat(s), strtol(comma+1, NULL, 10)) + else: + return self.fromcat(s) + else: + return self.terminals.index(s) + +cdef Alphabet ALPHABET = Alphabet() + +cdef char* sym_tostring(int sym): + return ALPHABET.tostring(sym) + +cdef char* sym_tocat(int sym): + return ALPHABET.tocat(sym) + +cdef int sym_isvar(int sym): + return ALPHABET.isvar(sym) + +cdef int sym_getindex(int sym): + return ALPHABET.getindex(sym) + +cdef int sym_setindex(int sym, int id): + return ALPHABET.setindex(sym, id) + +cdef int sym_fromstring(char* string, bint terminal): + return ALPHABET.fromstring(string, terminal) + +def isvar(sym): + return sym_isvar(sym) + +def make_lattice(words): + word_ids = (sym_fromstring(word, True) for word in words) + return tuple(((word, None, 1), ) for word in word_ids) + +def decode_lattice(lattice): + return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc + for arc in node for node in lattice) + +def decode_sentence(lattice): + return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice) + +def encode_words(words): + return tuple(sym_fromstring(word, True) for word in words) + +def decode_words(syms): + return tuple(sym_tostring(sym) for sym in syms) \ No newline at end of file diff --git a/python/cdec/sa/veb.pxi b/python/cdec/sa/veb.pxi new file mode 100644 index 00000000..40af3a68 --- /dev/null +++ b/python/cdec/sa/veb.pxi @@ -0,0 +1,392 @@ +"""This module implements a partial stratified tree (van Emde Boas, 1977). +Only insert findsucc, __iter__, and __contains__ are implemented. +Delete is currently not supported. +There is very little error-checking in this code -- it is designed +to be used in the limited situation described in Lopez (EMNLP-CoNLL 2007), +which doesn't cover all of the possible ways that you could misuse it +(e.g. trying to insert a key larger than the universe size) +Other notes -- this code is really rather ugly C code masquerading as +Pyrex/Python. Virtual function calls are bypassed by hand in several +places for the sake of efficiency, and other Python niceties are +removed for the same reason.""" + +from libc.stdlib cimport malloc, free +from libc.math cimport log, ceil +from libc.string cimport memset + +cdef int MIN_BOTTOM_SIZE = 32 +cdef int MIN_BOTTOM_BITS = 5 +cdef int LOWER_MASK[32] + +cdef void _init_lower_mask(): + cdef unsigned i + cdef int mask = 0 + for i in range(MIN_BOTTOM_SIZE): + mask = (mask << 1) + 1 + LOWER_MASK[i] = mask + +_init_lower_mask() + +cdef struct _BitSet: + long bitset + int min_val + int max_val + int size + + +cdef _BitSet* new_BitSet(): + cdef _BitSet* b + + b = <_BitSet*> malloc(sizeof(_BitSet)) + b.bitset = 0 + b.min_val = -1 + b.max_val = -1 + b.size = 0 + return b + + +cdef int bitset_findsucc(_BitSet* b, int i): + cdef int bitset, mask + cdef int low, high, mid + + if b.max_val == -1 or i >= b.max_val: + return -1 + if i < b.min_val: + return b.min_val + + bitset = b.bitset & ~LOWER_MASK[i] + low = i+1 + high = b.max_val+1 + while low < high-1: + mid = (high + low)/2 + mask = ~(LOWER_MASK[high-1] ^ LOWER_MASK[mid-1]) + if bitset & mask == 0: + low = mid + else: + bitset = bitset & mask + high = mid + return low + + +cdef int bitset_insert(_BitSet* b, int i): + cdef int val + + val = 1 << i + if b.bitset & val == 0: + b.bitset = b.bitset | val + if b.size == 0: + b.min_val = i + b.max_val = i + else: + if i < b.min_val: + b.min_val = i + if i > b.max_val: + b.max_val = i + b.size = b.size + 1 + return 1 + return 0 + + +cdef int bitset_contains(_BitSet* b, int i): + cdef int val + + val = 1 << i + if b.bitset & val == 0: + return 0 + else: + return 1 + + +cdef class BitSetIterator: + cdef _BitSet* b + cdef int next_val + + def __next__(self): + cdef int ret_val + + if self.next_val == -1: + raise StopIteration() + ret_val = self.next_val + self.next_val = bitset_findsucc(self.b, ret_val) + return ret_val + + + +# This is a Python wrapper class to give access to the +# (entirely C-implemented) _BitSet struct. +# Very slow; use only for debugging +cdef class BitSet: + + cdef _BitSet* b + + def __cinit__(self): + self.b = new_BitSet() + + def __dealloc__(self): + free(self.b) + + def __iter__(self): + cdef BitSetIterator it + it = BitSetIterator() + it.b = self.b + it.next_val = self.b.min_val + return it + + def insert(self, i): + return bitset_insert(self.b, i) + + def findsucc(self, i): + return bitset_findsucc(self.b, i) + + def __str__(self): + return dec2bin(self.b.bitset)+" ("+str(self.b.size)+","+str(self.b.min_val)+","+str(self.b.max_val)+")" + + def min(self): + return self.b.min_val + + def max(self): + return self.b.max_val + + def __len__(self): + return self.b.size + + def __contains__(self, i): + return bool(bitset_contains(self.b, i)) + + +cdef str dec2bin(long i): + cdef str result = "" + cdef unsigned d + for d in range(MIN_BOTTOM_SIZE): + if i & LOWER_MASK[0] == 0: + result = "0"+result + else: + result = "1"+result + i = i >> 1 + return result + +cdef struct _VEB: + int top_universe_size + int num_bottom_bits + int max_val + int min_val + int size + void* top + void** bottom + +cdef _VEB* new_VEB(int n): + cdef _VEB* veb + cdef int num_bits, num_top_bits, i + + veb = <_VEB*> malloc(sizeof(_VEB)) + + num_bits = int(ceil(log(n) / log(2))) + veb.num_bottom_bits = num_bits/2 + if veb.num_bottom_bits < MIN_BOTTOM_BITS: + veb.num_bottom_bits = MIN_BOTTOM_BITS + veb.top_universe_size = (n >> veb.num_bottom_bits) + 1 + + veb.bottom = malloc(veb.top_universe_size * sizeof(void*)) + memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*)) + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + veb.top = new_VEB(veb.top_universe_size) + else: + veb.top = new_BitSet() + + veb.max_val = -1 + veb.min_val = -1 + veb.size = 0 + return veb + + +cdef int VEB_insert(_VEB* veb, int i): + cdef _VEB* subv + cdef _BitSet* subb + cdef int a, b, tmp + + if veb.size == 0: + veb.min_val = i + veb.max_val = i + elif i == veb.min_val or i == veb.max_val: + return 0 + else: + if i < veb.min_val: + tmp = i + i = veb.min_val + veb.min_val = tmp + a = i >> veb.num_bottom_bits + b = i & LOWER_MASK[veb.num_bottom_bits-1] + if veb.bottom[a] == NULL: + if veb.top_universe_size > MIN_BOTTOM_SIZE: + subv = <_VEB*> veb.top + VEB_insert(subv, a) + else: + subb = <_BitSet*> veb.top + bitset_insert(subb, a) + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + else: + veb.bottom[a] = new_BitSet() + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[a] + if VEB_insert(subv, b) == 0: + return 0 + else: + subb = <_BitSet*> veb.bottom[a] + if bitset_insert(subb, b) == 0: + return 0 + + if i > veb.max_val: + veb.max_val = i + veb.size = veb.size + 1 + return 1 + + +cdef del_VEB(_VEB* veb): + cdef int i + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + i = (<_VEB*> veb.top).min_val + else: + i = (<_BitSet*> veb.top).min_val + + while i != -1: + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + del_VEB(<_VEB*> veb.bottom[i]) + else: + free(<_BitSet*> veb.bottom[i]) + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + i = VEB_findsucc(<_VEB*> veb.top, i) + else: + i = bitset_findsucc(<_BitSet*> veb.top, i) + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + del_VEB(<_VEB*> veb.top) + else: + free(<_BitSet*> veb.top) + free(veb.bottom) + free(veb) + + +cdef int VEB_findsucc(_VEB* veb, int i): + cdef _VEB* subv + cdef _BitSet* subb + cdef int a, b, j, c, found + + if veb.max_val == -1 or i>=veb.max_val: + return -1 + if i < veb.min_val: + return veb.min_val + + a = i >> veb.num_bottom_bits + b = i & LOWER_MASK[veb.num_bottom_bits-1] + found = 0 + if veb.bottom[a] != NULL: + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[a] + if subv.max_val > b: + j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + found = 1 + else: + subb = <_BitSet*> veb.bottom[a] + if subb.max_val > b: + j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + found = 1 + if found==0: + if veb.top_universe_size > MIN_BOTTOM_SIZE: + subv = <_VEB*> veb.top + c = VEB_findsucc(subv, a) + else: + subb = <_BitSet*> veb.top + c = bitset_findsucc(subb, a) + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[c] + j = (c << veb.num_bottom_bits) + subv.min_val + else: + subb = <_BitSet*> veb.bottom[c] + j = (c << veb.num_bottom_bits) + subb.min_val + return j + + +cdef int VEB_contains(_VEB* veb, int i): + cdef _VEB* subv + cdef _BitSet* subb + cdef int a, b + + if veb.size == 0 or i < veb.min_val or i > veb.max_val: + return 0 + + if veb.min_val == i: + return 1 + else: + if veb.size == 1: + return 0 + + a = i >> veb.num_bottom_bits + b = i & LOWER_MASK[veb.num_bottom_bits-1] + if veb.bottom[a] == NULL: + return 0 + else: + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[a] + return VEB_contains(subv, b) + else: + subb = <_BitSet*> veb.bottom[a] + return bitset_contains(subb, b) + + +cdef class VEBIterator: + cdef _VEB* v + cdef int next_val + + def __next__(self): + cdef int ret_val + + if self.next_val == -1: + raise StopIteration() + ret_val = self.next_val + self.next_val = VEB_findsucc(self.v, ret_val) + return ret_val + + +cdef class VEB: + cdef _VEB* veb + cdef int _findsucc(self, int i) + cdef int _insert(self, int i) + cdef int _first(self) + + def __cinit__(self, int size): + self.veb = new_VEB(size) + + def __dealloc__(self): + del_VEB(self.veb) + + def __iter__(self): + cdef VEBIterator it + it = VEBIterator() + it.v = self.veb + it.next_val = self.veb.min_val + return it + + def insert(self, i): + return VEB_insert(self.veb, i) + + cdef int _insert(self, int i): + return VEB_insert(self.veb, i) + + def findsucc(self, i): + return VEB_findsucc(self.veb, i) + + cdef int _first(self): + return self.veb.min_val + + cdef int _findsucc(self, int i): + return VEB_findsucc(self.veb, i) + + def __len__(self): + return self.veb.size + + def __contains__(self, i): + return VEB_contains(self.veb, i) diff --git a/python/cdec/score.py b/python/cdec/score.py new file mode 100644 index 00000000..657b4547 --- /dev/null +++ b/python/cdec/score.py @@ -0,0 +1 @@ +from _cdec import BLEU, TER, CER, SSK, QCRI, Metric, Scorer diff --git a/python/cdec/utils.pxd b/python/cdec/utils.pxd new file mode 100644 index 00000000..687d3ac0 --- /dev/null +++ b/python/cdec/utils.pxd @@ -0,0 +1,97 @@ +from libcpp.string cimport string +from libcpp.vector cimport vector +from libcpp.pair cimport pair + +cdef extern from "" namespace "std": + cdef cppclass istream: + pass + cdef cppclass ostream: + pass + cdef cppclass istringstream(istream): + istringstream(char*) + +cdef extern from "utils/weights.h": + ctypedef double weight_t + +cdef extern from "utils/logval.h": + cdef cppclass LogVal[T]: + double as_float() + + ctypedef LogVal[double] prob_t + + double log(prob_t&) + +cdef extern from "utils/wordid.h": + ctypedef int WordID + +cdef extern from "utils/small_vector.h": + cdef cppclass SmallVector[T]: + T& operator[](unsigned) + unsigned size() + +cdef extern from "utils/sparse_vector.h": + cdef cppclass FastSparseVector[T]: + cppclass const_iterator: + const_iterator(FastSparseVector[T]&, bint is_end) + pair[unsigned, T]* ptr "operator->" () + const_iterator& operator++() + bint operator!=(const_iterator&) + FastSparseVector() + FastSparseVector(FastSparseVector[T]&) + const_iterator begin() + const_iterator end() + void init_vector(vector[T]* vp) + T value(unsigned k) + void set_value(unsigned k, T& v) + size_t size() + bint nonzero(unsigned k) + bint operator==(FastSparseVector[T]&) + T dot(vector[weight_t]&) # cython bug when [T] + T dot(FastSparseVector[T]&) + void clear() + + FastSparseVector[weight_t] operator+(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) + FastSparseVector[weight_t] operator-(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) + FastSparseVector[weight_t] operator*(FastSparseVector[weight_t]&, double&) + FastSparseVector[weight_t] operator/(FastSparseVector[weight_t]&, double&) + ostream operator<<(ostream& out, FastSparseVector[weight_t]& v) + +cdef extern from "utils/weights.h" namespace "Weights": + void InitSparseVector(vector[weight_t]& dv, FastSparseVector[weight_t]* sv) + +cdef extern from "utils/tdict.h" namespace "TD": + string GetString(vector[WordID]& st) + unsigned NumWords() + WordID TDConvert "TD::Convert" (char*) + string& TDConvert "TD::Convert" (WordID) + void ConvertSentence(string& sent, vector[WordID]* ids) + +cdef extern from "utils/verbose.h": + void SetSilent(bint) + +cdef extern from "utils/fdict.h" namespace "FD": + 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]: + shared_ptr(T* ptr) + shared_ptr(shared_ptr& r) + T* get() + +cdef extern from "": + cdef cppclass variable_value "const boost::program_options::variable_value": + string as_str "as" () + + cdef cppclass variables_map "const boost::program_options::variables_map": + unsigned count(char* name) + variable_value& operator[](char* name) diff --git a/python/cdec/vectors.pxi b/python/cdec/vectors.pxi new file mode 100644 index 00000000..46f58fd4 --- /dev/null +++ b/python/cdec/vectors.pxi @@ -0,0 +1,151 @@ +from cython.operator cimport preincrement as pinc + +cdef class DenseVector: + cdef vector[weight_t]* vector + cdef bint owned # if True, do not manage memory + + def __init__(self): + """DenseVector() -> Dense weight/feature vector.""" + self.vector = new vector[weight_t]() + self.owned = False + + def __dealloc__(self): + if not self.owned: + del self.vector + + def __len__(self): + return self.vector.size() + + def __getitem__(self, char* fname): + cdef int fid = FDConvert(fname) + if 0 <= fid < self.vector.size(): + return self.vector[0][fid] + raise KeyError(fname) + + def __setitem__(self, char* fname, float value): + cdef int fid = FDConvert(fname) + if fid < 0: raise KeyError(fname) + if self.vector.size() <= fid: + self.vector.resize(fid + 1) + self.vector[0][fid] = value + + def __iter__(self): + cdef unsigned fid + for fid in range(1, self.vector.size()): + yield str(FDConvert(fid).c_str()), self.vector[0][fid] + + def dot(self, SparseVector other): + """vector.dot(SparseVector other) -> Dot product of the two vectors.""" + return other.dot(self) + + def tosparse(self): + """vector.tosparse() -> Equivalent SparseVector.""" + cdef SparseVector sparse = SparseVector.__new__(SparseVector) + sparse.vector = new FastSparseVector[weight_t]() + InitSparseVector(self.vector[0], sparse.vector) + return sparse + +cdef class SparseVector: + cdef FastSparseVector[weight_t]* vector + + def __init__(self): + """SparseVector() -> Sparse feature/weight vector.""" + self.vector = new FastSparseVector[weight_t]() + + def __dealloc__(self): + del self.vector + + def copy(self): + """vector.copy() -> SparseVector copy.""" + return self * 1 + + def __getitem__(self, char* fname): + cdef int fid = FDConvert(fname) + if fid < 0: raise KeyError(fname) + return self.vector.value(fid) + + def __setitem__(self, char* fname, float value): + cdef int fid = FDConvert(fname) + if fid < 0: raise KeyError(fname) + self.vector.set_value(fid, value) + + def __iter__(self): + cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) + cdef unsigned i + try: + for i in range(self.vector.size()): + yield (str(FDConvert(it[0].ptr().first).c_str()), it[0].ptr().second) + pinc(it[0]) # ++it + finally: + del it + + def dot(self, other): + """vector.dot(SparseVector/DenseVector other) -> Dot product of the two vectors.""" + if isinstance(other, DenseVector): + return self.vector.dot(( other).vector[0]) + elif isinstance(other, SparseVector): + return self.vector.dot(( other).vector[0]) + raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) + + def __richcmp__(SparseVector x, SparseVector y, int op): + if op == 2: # == + return x.vector[0] == y.vector[0] + elif op == 3: # != + return not (x == y) + raise NotImplemented('comparison not implemented for SparseVector') + + def __len__(self): + return self.vector.size() + + def __contains__(self, char* fname): + return self.vector.nonzero(FDConvert(fname)) + + def __neg__(self): + cdef SparseVector result = SparseVector.__new__(SparseVector) + result.vector = new FastSparseVector[weight_t](self.vector[0]) + result.vector[0] *= -1.0 + return result + + def __iadd__(SparseVector self, SparseVector other): + self.vector[0] += other.vector[0] + return self + + def __isub__(SparseVector self, SparseVector other): + self.vector[0] -= other.vector[0] + return self + + def __imul__(SparseVector self, float scalar): + self.vector[0] *= scalar + return self + + def __idiv__(SparseVector self, float scalar): + self.vector[0] /= scalar + return self + + def __add__(SparseVector x, SparseVector y): + cdef SparseVector result = SparseVector.__new__(SparseVector) + result.vector = new FastSparseVector[weight_t](x.vector[0] + y.vector[0]) + return result + + def __sub__(SparseVector x, SparseVector y): + cdef SparseVector result = SparseVector.__new__(SparseVector) + result.vector = new FastSparseVector[weight_t](x.vector[0] - y.vector[0]) + return result + + def __mul__(x, y): + cdef SparseVector vector + cdef float scalar + if isinstance(x, SparseVector): vector, scalar = x, y + else: vector, scalar = y, x + cdef SparseVector result = SparseVector.__new__(SparseVector) + result.vector = new FastSparseVector[weight_t](vector.vector[0] * scalar) + return result + + def __div__(x, y): + cdef SparseVector vector + cdef float scalar + if isinstance(x, SparseVector): vector, scalar = x, y + else: vector, scalar = y, x + cdef SparseVector result = SparseVector.__new__(SparseVector) + result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar) + return result diff --git a/python/pkg/cdec/__init__.py b/python/pkg/cdec/__init__.py deleted file mode 100644 index 8e10f340..00000000 --- a/python/pkg/cdec/__init__.py +++ /dev/null @@ -1,2 +0,0 @@ -from cdec._cdec import Decoder, Lattice, TRule, MRule, NT, NTRef,\ - ParseFailed, InvalidConfig, set_silent diff --git a/python/pkg/cdec/configobj.py b/python/pkg/cdec/configobj.py deleted file mode 100644 index c1f6e6df..00000000 --- a/python/pkg/cdec/configobj.py +++ /dev/null @@ -1,2468 +0,0 @@ -# configobj.py -# A config file reader/writer that supports nested sections in config files. -# Copyright (C) 2005-2010 Michael Foord, Nicola Larosa -# E-mail: fuzzyman AT voidspace DOT org DOT uk -# nico AT tekNico DOT net - -# ConfigObj 4 -# http://www.voidspace.org.uk/python/configobj.html - -# Released subject to the BSD License -# Please see http://www.voidspace.org.uk/python/license.shtml - -# Scripts maintained at http://www.voidspace.org.uk/python/index.shtml -# For information about bugfixes, updates and support, please join the -# ConfigObj mailing list: -# http://lists.sourceforge.net/lists/listinfo/configobj-develop -# Comments, suggestions and bug reports welcome. - -from __future__ import generators - -import os -import re -import sys - -from codecs import BOM_UTF8, BOM_UTF16, BOM_UTF16_BE, BOM_UTF16_LE - - -# imported lazily to avoid startup performance hit if it isn't used -compiler = None - -# A dictionary mapping BOM to -# the encoding to decode with, and what to set the -# encoding attribute to. -BOMS = { - BOM_UTF8: ('utf_8', None), - BOM_UTF16_BE: ('utf16_be', 'utf_16'), - BOM_UTF16_LE: ('utf16_le', 'utf_16'), - BOM_UTF16: ('utf_16', 'utf_16'), - } -# All legal variants of the BOM codecs. -# TODO: the list of aliases is not meant to be exhaustive, is there a -# better way ? -BOM_LIST = { - 'utf_16': 'utf_16', - 'u16': 'utf_16', - 'utf16': 'utf_16', - 'utf-16': 'utf_16', - 'utf16_be': 'utf16_be', - 'utf_16_be': 'utf16_be', - 'utf-16be': 'utf16_be', - 'utf16_le': 'utf16_le', - 'utf_16_le': 'utf16_le', - 'utf-16le': 'utf16_le', - 'utf_8': 'utf_8', - 'u8': 'utf_8', - 'utf': 'utf_8', - 'utf8': 'utf_8', - 'utf-8': 'utf_8', - } - -# Map of encodings to the BOM to write. -BOM_SET = { - 'utf_8': BOM_UTF8, - 'utf_16': BOM_UTF16, - 'utf16_be': BOM_UTF16_BE, - 'utf16_le': BOM_UTF16_LE, - None: BOM_UTF8 - } - - -def match_utf8(encoding): - return BOM_LIST.get(encoding.lower()) == 'utf_8' - - -# Quote strings used for writing values -squot = "'%s'" -dquot = '"%s"' -noquot = "%s" -wspace_plus = ' \r\n\v\t\'"' -tsquot = '"""%s"""' -tdquot = "'''%s'''" - -# Sentinel for use in getattr calls to replace hasattr -MISSING = object() - -__version__ = '4.7.2' - -try: - any -except NameError: - def any(iterable): - for entry in iterable: - if entry: - return True - return False - - -__all__ = ( - '__version__', - 'DEFAULT_INDENT_TYPE', - 'DEFAULT_INTERPOLATION', - 'ConfigObjError', - 'NestingError', - 'ParseError', - 'DuplicateError', - 'ConfigspecError', - 'ConfigObj', - 'SimpleVal', - 'InterpolationError', - 'InterpolationLoopError', - 'MissingInterpolationOption', - 'RepeatSectionError', - 'ReloadError', - 'UnreprError', - 'UnknownType', - 'flatten_errors', - 'get_extra_values' -) - -DEFAULT_INTERPOLATION = 'configparser' -DEFAULT_INDENT_TYPE = ' ' -MAX_INTERPOL_DEPTH = 10 - -OPTION_DEFAULTS = { - 'interpolation': True, - 'raise_errors': False, - 'list_values': True, - 'create_empty': False, - 'file_error': False, - 'configspec': None, - 'stringify': True, - # option may be set to one of ('', ' ', '\t') - 'indent_type': None, - 'encoding': None, - 'default_encoding': None, - 'unrepr': False, - 'write_empty_values': False, -} - - - -def getObj(s): - global compiler - if compiler is None: - import compiler - s = "a=" + s - p = compiler.parse(s) - return p.getChildren()[1].getChildren()[0].getChildren()[1] - - -class UnknownType(Exception): - pass - - -class Builder(object): - - def build(self, o): - m = getattr(self, 'build_' + o.__class__.__name__, None) - if m is None: - raise UnknownType(o.__class__.__name__) - return m(o) - - def build_List(self, o): - return map(self.build, o.getChildren()) - - def build_Const(self, o): - return o.value - - def build_Dict(self, o): - d = {} - i = iter(map(self.build, o.getChildren())) - for el in i: - d[el] = i.next() - return d - - def build_Tuple(self, o): - return tuple(self.build_List(o)) - - def build_Name(self, o): - if o.name == 'None': - return None - if o.name == 'True': - return True - if o.name == 'False': - return False - - # An undefined Name - raise UnknownType('Undefined Name') - - def build_Add(self, o): - real, imag = map(self.build_Const, o.getChildren()) - try: - real = float(real) - except TypeError: - raise UnknownType('Add') - if not isinstance(imag, complex) or imag.real != 0.0: - raise UnknownType('Add') - return real+imag - - def build_Getattr(self, o): - parent = self.build(o.expr) - return getattr(parent, o.attrname) - - def build_UnarySub(self, o): - return -self.build_Const(o.getChildren()[0]) - - def build_UnaryAdd(self, o): - return self.build_Const(o.getChildren()[0]) - - -_builder = Builder() - - -def unrepr(s): - if not s: - return s - return _builder.build(getObj(s)) - - - -class ConfigObjError(SyntaxError): - """ - This is the base class for all errors that ConfigObj raises. - It is a subclass of SyntaxError. - """ - def __init__(self, message='', line_number=None, line=''): - self.line = line - self.line_number = line_number - SyntaxError.__init__(self, message) - - -class NestingError(ConfigObjError): - """ - This error indicates a level of nesting that doesn't match. - """ - - -class ParseError(ConfigObjError): - """ - This error indicates that a line is badly written. - It is neither a valid ``key = value`` line, - nor a valid section marker line. - """ - - -class ReloadError(IOError): - """ - A 'reload' operation failed. - This exception is a subclass of ``IOError``. - """ - def __init__(self): - IOError.__init__(self, 'reload failed, filename is not set.') - - -class DuplicateError(ConfigObjError): - """ - The keyword or section specified already exists. - """ - - -class ConfigspecError(ConfigObjError): - """ - An error occured whilst parsing a configspec. - """ - - -class InterpolationError(ConfigObjError): - """Base class for the two interpolation errors.""" - - -class InterpolationLoopError(InterpolationError): - """Maximum interpolation depth exceeded in string interpolation.""" - - def __init__(self, option): - InterpolationError.__init__( - self, - 'interpolation loop detected in value "%s".' % option) - - -class RepeatSectionError(ConfigObjError): - """ - This error indicates additional sections in a section with a - ``__many__`` (repeated) section. - """ - - -class MissingInterpolationOption(InterpolationError): - """A value specified for interpolation was missing.""" - def __init__(self, option): - msg = 'missing option "%s" in interpolation.' % option - InterpolationError.__init__(self, msg) - - -class UnreprError(ConfigObjError): - """An error parsing in unrepr mode.""" - - - -class InterpolationEngine(object): - """ - A helper class to help perform string interpolation. - - This class is an abstract base class; its descendants perform - the actual work. - """ - - # compiled regexp to use in self.interpolate() - _KEYCRE = re.compile(r"%\(([^)]*)\)s") - _cookie = '%' - - def __init__(self, section): - # the Section instance that "owns" this engine - self.section = section - - - def interpolate(self, key, value): - # short-cut - if not self._cookie in value: - return value - - def recursive_interpolate(key, value, section, backtrail): - """The function that does the actual work. - - ``value``: the string we're trying to interpolate. - ``section``: the section in which that string was found - ``backtrail``: a dict to keep track of where we've been, - to detect and prevent infinite recursion loops - - This is similar to a depth-first-search algorithm. - """ - # Have we been here already? - if (key, section.name) in backtrail: - # Yes - infinite loop detected - raise InterpolationLoopError(key) - # Place a marker on our backtrail so we won't come back here again - backtrail[(key, section.name)] = 1 - - # Now start the actual work - match = self._KEYCRE.search(value) - while match: - # The actual parsing of the match is implementation-dependent, - # so delegate to our helper function - k, v, s = self._parse_match(match) - if k is None: - # That's the signal that no further interpolation is needed - replacement = v - else: - # Further interpolation may be needed to obtain final value - replacement = recursive_interpolate(k, v, s, backtrail) - # Replace the matched string with its final value - start, end = match.span() - value = ''.join((value[:start], replacement, value[end:])) - new_search_start = start + len(replacement) - # Pick up the next interpolation key, if any, for next time - # through the while loop - match = self._KEYCRE.search(value, new_search_start) - - # Now safe to come back here again; remove marker from backtrail - del backtrail[(key, section.name)] - - return value - - # Back in interpolate(), all we have to do is kick off the recursive - # function with appropriate starting values - value = recursive_interpolate(key, value, self.section, {}) - return value - - - def _fetch(self, key): - """Helper function to fetch values from owning section. - - Returns a 2-tuple: the value, and the section where it was found. - """ - # switch off interpolation before we try and fetch anything ! - save_interp = self.section.main.interpolation - self.section.main.interpolation = False - - # Start at section that "owns" this InterpolationEngine - current_section = self.section - while True: - # try the current section first - val = current_section.get(key) - if val is not None and not isinstance(val, Section): - break - # try "DEFAULT" next - val = current_section.get('DEFAULT', {}).get(key) - if val is not None and not isinstance(val, Section): - break - # move up to parent and try again - # top-level's parent is itself - if current_section.parent is current_section: - # reached top level, time to give up - break - current_section = current_section.parent - - # restore interpolation to previous value before returning - self.section.main.interpolation = save_interp - if val is None: - raise MissingInterpolationOption(key) - return val, current_section - - - def _parse_match(self, match): - """Implementation-dependent helper function. - - Will be passed a match object corresponding to the interpolation - key we just found (e.g., "%(foo)s" or "$foo"). Should look up that - key in the appropriate config file section (using the ``_fetch()`` - helper function) and return a 3-tuple: (key, value, section) - - ``key`` is the name of the key we're looking for - ``value`` is the value found for that key - ``section`` is a reference to the section where it was found - - ``key`` and ``section`` should be None if no further - interpolation should be performed on the resulting value - (e.g., if we interpolated "$$" and returned "$"). - """ - raise NotImplementedError() - - - -class ConfigParserInterpolation(InterpolationEngine): - """Behaves like ConfigParser.""" - _cookie = '%' - _KEYCRE = re.compile(r"%\(([^)]*)\)s") - - def _parse_match(self, match): - key = match.group(1) - value, section = self._fetch(key) - return key, value, section - - - -class TemplateInterpolation(InterpolationEngine): - """Behaves like string.Template.""" - _cookie = '$' - _delimiter = '$' - _KEYCRE = re.compile(r""" - \$(?: - (?P\$) | # Two $ signs - (?P[_a-z][_a-z0-9]*) | # $name format - {(?P[^}]*)} # ${name} format - ) - """, re.IGNORECASE | re.VERBOSE) - - def _parse_match(self, match): - # Valid name (in or out of braces): fetch value from section - key = match.group('named') or match.group('braced') - if key is not None: - value, section = self._fetch(key) - return key, value, section - # Escaped delimiter (e.g., $$): return single delimiter - if match.group('escaped') is not None: - # Return None for key and section to indicate it's time to stop - return None, self._delimiter, None - # Anything else: ignore completely, just return it unchanged - return None, match.group(), None - - -interpolation_engines = { - 'configparser': ConfigParserInterpolation, - 'template': TemplateInterpolation, -} - - -def __newobj__(cls, *args): - # Hack for pickle - return cls.__new__(cls, *args) - -class Section(dict): - """ - A dictionary-like object that represents a section in a config file. - - It does string interpolation if the 'interpolation' attribute - of the 'main' object is set to True. - - Interpolation is tried first from this object, then from the 'DEFAULT' - section of this object, next from the parent and its 'DEFAULT' section, - and so on until the main object is reached. - - A Section will behave like an ordered dictionary - following the - order of the ``scalars`` and ``sections`` attributes. - You can use this to change the order of members. - - Iteration follows the order: scalars, then sections. - """ - - - def __setstate__(self, state): - dict.update(self, state[0]) - self.__dict__.update(state[1]) - - def __reduce__(self): - state = (dict(self), self.__dict__) - return (__newobj__, (self.__class__,), state) - - - def __init__(self, parent, depth, main, indict=None, name=None): - """ - * parent is the section above - * depth is the depth level of this section - * main is the main ConfigObj - * indict is a dictionary to initialise the section with - """ - if indict is None: - indict = {} - dict.__init__(self) - # used for nesting level *and* interpolation - self.parent = parent - # used for the interpolation attribute - self.main = main - # level of nesting depth of this Section - self.depth = depth - # purely for information - self.name = name - # - self._initialise() - # we do this explicitly so that __setitem__ is used properly - # (rather than just passing to ``dict.__init__``) - for entry, value in indict.iteritems(): - self[entry] = value - - - def _initialise(self): - # the sequence of scalar values in this Section - self.scalars = [] - # the sequence of sections in this Section - self.sections = [] - # for comments :-) - self.comments = {} - self.inline_comments = {} - # the configspec - self.configspec = None - # for defaults - self.defaults = [] - self.default_values = {} - self.extra_values = [] - self._created = False - - - def _interpolate(self, key, value): - try: - # do we already have an interpolation engine? - engine = self._interpolation_engine - except AttributeError: - # not yet: first time running _interpolate(), so pick the engine - name = self.main.interpolation - if name == True: # note that "if name:" would be incorrect here - # backwards-compatibility: interpolation=True means use default - name = DEFAULT_INTERPOLATION - name = name.lower() # so that "Template", "template", etc. all work - class_ = interpolation_engines.get(name, None) - if class_ is None: - # invalid value for self.main.interpolation - self.main.interpolation = False - return value - else: - # save reference to engine so we don't have to do this again - engine = self._interpolation_engine = class_(self) - # let the engine do the actual work - return engine.interpolate(key, value) - - - def __getitem__(self, key): - """Fetch the item and do string interpolation.""" - val = dict.__getitem__(self, key) - if self.main.interpolation: - if isinstance(val, basestring): - return self._interpolate(key, val) - if isinstance(val, list): - def _check(entry): - if isinstance(entry, basestring): - return self._interpolate(key, entry) - return entry - new = [_check(entry) for entry in val] - if new != val: - return new - return val - - - def __setitem__(self, key, value, unrepr=False): - """ - Correctly set a value. - - Making dictionary values Section instances. - (We have to special case 'Section' instances - which are also dicts) - - Keys must be strings. - Values need only be strings (or lists of strings) if - ``main.stringify`` is set. - - ``unrepr`` must be set when setting a value to a dictionary, without - creating a new sub-section. - """ - if not isinstance(key, basestring): - raise ValueError('The key "%s" is not a string.' % key) - - # add the comment - if key not in self.comments: - self.comments[key] = [] - self.inline_comments[key] = '' - # remove the entry from defaults - if key in self.defaults: - self.defaults.remove(key) - # - if isinstance(value, Section): - if key not in self: - self.sections.append(key) - dict.__setitem__(self, key, value) - elif isinstance(value, dict) and not unrepr: - # First create the new depth level, - # then create the section - if key not in self: - self.sections.append(key) - new_depth = self.depth + 1 - dict.__setitem__( - self, - key, - Section( - self, - new_depth, - self.main, - indict=value, - name=key)) - else: - if key not in self: - self.scalars.append(key) - if not self.main.stringify: - if isinstance(value, basestring): - pass - elif isinstance(value, (list, tuple)): - for entry in value: - if not isinstance(entry, basestring): - raise TypeError('Value is not a string "%s".' % entry) - else: - raise TypeError('Value is not a string "%s".' % value) - dict.__setitem__(self, key, value) - - - def __delitem__(self, key): - """Remove items from the sequence when deleting.""" - dict. __delitem__(self, key) - if key in self.scalars: - self.scalars.remove(key) - else: - self.sections.remove(key) - del self.comments[key] - del self.inline_comments[key] - - - def get(self, key, default=None): - """A version of ``get`` that doesn't bypass string interpolation.""" - try: - return self[key] - except KeyError: - return default - - - def update(self, indict): - """ - A version of update that uses our ``__setitem__``. - """ - for entry in indict: - self[entry] = indict[entry] - - - def pop(self, key, default=MISSING): - """ - 'D.pop(k[,d]) -> v, remove specified key and return the corresponding value. - If key is not found, d is returned if given, otherwise KeyError is raised' - """ - try: - val = self[key] - except KeyError: - if default is MISSING: - raise - val = default - else: - del self[key] - return val - - - def popitem(self): - """Pops the first (key,val)""" - sequence = (self.scalars + self.sections) - if not sequence: - raise KeyError(": 'popitem(): dictionary is empty'") - key = sequence[0] - val = self[key] - del self[key] - return key, val - - - def clear(self): - """ - A version of clear that also affects scalars/sections - Also clears comments and configspec. - - Leaves other attributes alone : - depth/main/parent are not affected - """ - dict.clear(self) - self.scalars = [] - self.sections = [] - self.comments = {} - self.inline_comments = {} - self.configspec = None - self.defaults = [] - self.extra_values = [] - - - def setdefault(self, key, default=None): - """A version of setdefault that sets sequence if appropriate.""" - try: - return self[key] - except KeyError: - self[key] = default - return self[key] - - - def items(self): - """D.items() -> list of D's (key, value) pairs, as 2-tuples""" - return zip((self.scalars + self.sections), self.values()) - - - def keys(self): - """D.keys() -> list of D's keys""" - return (self.scalars + self.sections) - - - def values(self): - """D.values() -> list of D's values""" - return [self[key] for key in (self.scalars + self.sections)] - - - def iteritems(self): - """D.iteritems() -> an iterator over the (key, value) items of D""" - return iter(self.items()) - - - def iterkeys(self): - """D.iterkeys() -> an iterator over the keys of D""" - return iter((self.scalars + self.sections)) - - __iter__ = iterkeys - - - def itervalues(self): - """D.itervalues() -> an iterator over the values of D""" - return iter(self.values()) - - - def __repr__(self): - """x.__repr__() <==> repr(x)""" - def _getval(key): - try: - return self[key] - except MissingInterpolationOption: - return dict.__getitem__(self, key) - return '{%s}' % ', '.join([('%s: %s' % (repr(key), repr(_getval(key)))) - for key in (self.scalars + self.sections)]) - - __str__ = __repr__ - __str__.__doc__ = "x.__str__() <==> str(x)" - - - # Extra methods - not in a normal dictionary - - def dict(self): - """ - Return a deepcopy of self as a dictionary. - - All members that are ``Section`` instances are recursively turned to - ordinary dictionaries - by calling their ``dict`` method. - - >>> n = a.dict() - >>> n == a - 1 - >>> n is a - 0 - """ - newdict = {} - for entry in self: - this_entry = self[entry] - if isinstance(this_entry, Section): - this_entry = this_entry.dict() - elif isinstance(this_entry, list): - # create a copy rather than a reference - this_entry = list(this_entry) - elif isinstance(this_entry, tuple): - # create a copy rather than a reference - this_entry = tuple(this_entry) - newdict[entry] = this_entry - return newdict - - - def merge(self, indict): - """ - A recursive update - useful for merging config files. - - >>> a = '''[section1] - ... option1 = True - ... [[subsection]] - ... more_options = False - ... # end of file'''.splitlines() - >>> b = '''# File is user.ini - ... [section1] - ... option1 = False - ... # end of file'''.splitlines() - >>> c1 = ConfigObj(b) - >>> c2 = ConfigObj(a) - >>> c2.merge(c1) - >>> c2 - ConfigObj({'section1': {'option1': 'False', 'subsection': {'more_options': 'False'}}}) - """ - for key, val in indict.items(): - if (key in self and isinstance(self[key], dict) and - isinstance(val, dict)): - self[key].merge(val) - else: - self[key] = val - - - def rename(self, oldkey, newkey): - """ - Change a keyname to another, without changing position in sequence. - - Implemented so that transformations can be made on keys, - as well as on values. (used by encode and decode) - - Also renames comments. - """ - if oldkey in self.scalars: - the_list = self.scalars - elif oldkey in self.sections: - the_list = self.sections - else: - raise KeyError('Key "%s" not found.' % oldkey) - pos = the_list.index(oldkey) - # - val = self[oldkey] - dict.__delitem__(self, oldkey) - dict.__setitem__(self, newkey, val) - the_list.remove(oldkey) - the_list.insert(pos, newkey) - comm = self.comments[oldkey] - inline_comment = self.inline_comments[oldkey] - del self.comments[oldkey] - del self.inline_comments[oldkey] - self.comments[newkey] = comm - self.inline_comments[newkey] = inline_comment - - - def walk(self, function, raise_errors=True, - call_on_sections=False, **keywargs): - """ - Walk every member and call a function on the keyword and value. - - Return a dictionary of the return values - - If the function raises an exception, raise the errror - unless ``raise_errors=False``, in which case set the return value to - ``False``. - - Any unrecognised keyword arguments you pass to walk, will be pased on - to the function you pass in. - - Note: if ``call_on_sections`` is ``True`` then - on encountering a - subsection, *first* the function is called for the *whole* subsection, - and then recurses into it's members. This means your function must be - able to handle strings, dictionaries and lists. This allows you - to change the key of subsections as well as for ordinary members. The - return value when called on the whole subsection has to be discarded. - - See the encode and decode methods for examples, including functions. - - .. admonition:: caution - - You can use ``walk`` to transform the names of members of a section - but you mustn't add or delete members. - - >>> config = '''[XXXXsection] - ... XXXXkey = XXXXvalue'''.splitlines() - >>> cfg = ConfigObj(config) - >>> cfg - ConfigObj({'XXXXsection': {'XXXXkey': 'XXXXvalue'}}) - >>> def transform(section, key): - ... val = section[key] - ... newkey = key.replace('XXXX', 'CLIENT1') - ... section.rename(key, newkey) - ... if isinstance(val, (tuple, list, dict)): - ... pass - ... else: - ... val = val.replace('XXXX', 'CLIENT1') - ... section[newkey] = val - >>> cfg.walk(transform, call_on_sections=True) - {'CLIENT1section': {'CLIENT1key': None}} - >>> cfg - ConfigObj({'CLIENT1section': {'CLIENT1key': 'CLIENT1value'}}) - """ - out = {} - # scalars first - for i in range(len(self.scalars)): - entry = self.scalars[i] - try: - val = function(self, entry, **keywargs) - # bound again in case name has changed - entry = self.scalars[i] - out[entry] = val - except Exception: - if raise_errors: - raise - else: - entry = self.scalars[i] - out[entry] = False - # then sections - for i in range(len(self.sections)): - entry = self.sections[i] - if call_on_sections: - try: - function(self, entry, **keywargs) - except Exception: - if raise_errors: - raise - else: - entry = self.sections[i] - out[entry] = False - # bound again in case name has changed - entry = self.sections[i] - # previous result is discarded - out[entry] = self[entry].walk( - function, - raise_errors=raise_errors, - call_on_sections=call_on_sections, - **keywargs) - return out - - - def as_bool(self, key): - """ - Accepts a key as input. The corresponding value must be a string or - the objects (``True`` or 1) or (``False`` or 0). We allow 0 and 1 to - retain compatibility with Python 2.2. - - If the string is one of ``True``, ``On``, ``Yes``, or ``1`` it returns - ``True``. - - If the string is one of ``False``, ``Off``, ``No``, or ``0`` it returns - ``False``. - - ``as_bool`` is not case sensitive. - - Any other input will raise a ``ValueError``. - - >>> a = ConfigObj() - >>> a['a'] = 'fish' - >>> a.as_bool('a') - Traceback (most recent call last): - ValueError: Value "fish" is neither True nor False - >>> a['b'] = 'True' - >>> a.as_bool('b') - 1 - >>> a['b'] = 'off' - >>> a.as_bool('b') - 0 - """ - val = self[key] - if val == True: - return True - elif val == False: - return False - else: - try: - if not isinstance(val, basestring): - # TODO: Why do we raise a KeyError here? - raise KeyError() - else: - return self.main._bools[val.lower()] - except KeyError: - raise ValueError('Value "%s" is neither True nor False' % val) - - - def as_int(self, key): - """ - A convenience method which coerces the specified value to an integer. - - If the value is an invalid literal for ``int``, a ``ValueError`` will - be raised. - - >>> a = ConfigObj() - >>> a['a'] = 'fish' - >>> a.as_int('a') - Traceback (most recent call last): - ValueError: invalid literal for int() with base 10: 'fish' - >>> a['b'] = '1' - >>> a.as_int('b') - 1 - >>> a['b'] = '3.2' - >>> a.as_int('b') - Traceback (most recent call last): - ValueError: invalid literal for int() with base 10: '3.2' - """ - return int(self[key]) - - - def as_float(self, key): - """ - A convenience method which coerces the specified value to a float. - - If the value is an invalid literal for ``float``, a ``ValueError`` will - be raised. - - >>> a = ConfigObj() - >>> a['a'] = 'fish' - >>> a.as_float('a') - Traceback (most recent call last): - ValueError: invalid literal for float(): fish - >>> a['b'] = '1' - >>> a.as_float('b') - 1.0 - >>> a['b'] = '3.2' - >>> a.as_float('b') - 3.2000000000000002 - """ - return float(self[key]) - - - def as_list(self, key): - """ - A convenience method which fetches the specified value, guaranteeing - that it is a list. - - >>> a = ConfigObj() - >>> a['a'] = 1 - >>> a.as_list('a') - [1] - >>> a['a'] = (1,) - >>> a.as_list('a') - [1] - >>> a['a'] = [1] - >>> a.as_list('a') - [1] - """ - result = self[key] - if isinstance(result, (tuple, list)): - return list(result) - return [result] - - - def restore_default(self, key): - """ - Restore (and return) default value for the specified key. - - This method will only work for a ConfigObj that was created - with a configspec and has been validated. - - If there is no default value for this key, ``KeyError`` is raised. - """ - default = self.default_values[key] - dict.__setitem__(self, key, default) - if key not in self.defaults: - self.defaults.append(key) - return default - - - def restore_defaults(self): - """ - Recursively restore default values to all members - that have them. - - This method will only work for a ConfigObj that was created - with a configspec and has been validated. - - It doesn't delete or modify entries without default values. - """ - for key in self.default_values: - self.restore_default(key) - - for section in self.sections: - self[section].restore_defaults() - - -class ConfigObj(Section): - """An object to read, create, and write config files.""" - - _keyword = re.compile(r'''^ # line start - (\s*) # indentation - ( # keyword - (?:".*?")| # double quotes - (?:'.*?')| # single quotes - (?:[^'"=].*?) # no quotes - ) - \s*=\s* # divider - (.*) # value (including list values and comments) - $ # line end - ''', - re.VERBOSE) - - _sectionmarker = re.compile(r'''^ - (\s*) # 1: indentation - ((?:\[\s*)+) # 2: section marker open - ( # 3: section name open - (?:"\s*\S.*?\s*")| # at least one non-space with double quotes - (?:'\s*\S.*?\s*')| # at least one non-space with single quotes - (?:[^'"\s].*?) # at least one non-space unquoted - ) # section name close - ((?:\s*\])+) # 4: section marker close - \s*(\#.*)? # 5: optional comment - $''', - re.VERBOSE) - - # this regexp pulls list values out as a single string - # or single values and comments - # FIXME: this regex adds a '' to the end of comma terminated lists - # workaround in ``_handle_value`` - _valueexp = re.compile(r'''^ - (?: - (?: - ( - (?: - (?: - (?:".*?")| # double quotes - (?:'.*?')| # single quotes - (?:[^'",\#][^,\#]*?) # unquoted - ) - \s*,\s* # comma - )* # match all list items ending in a comma (if any) - ) - ( - (?:".*?")| # double quotes - (?:'.*?')| # single quotes - (?:[^'",\#\s][^,]*?)| # unquoted - (?:(? 1: - msg = "Parsing failed with several errors.\nFirst error %s" % info - error = ConfigObjError(msg) - else: - error = self._errors[0] - # set the errors attribute; it's a list of tuples: - # (error_type, message, line_number) - error.errors = self._errors - # set the config attribute - error.config = self - raise error - # delete private attributes - del self._errors - - if configspec is None: - self.configspec = None - else: - self._handle_configspec(configspec) - - - def _initialise(self, options=None): - if options is None: - options = OPTION_DEFAULTS - - # initialise a few variables - self.filename = None - self._errors = [] - self.raise_errors = options['raise_errors'] - self.interpolation = options['interpolation'] - self.list_values = options['list_values'] - self.create_empty = options['create_empty'] - self.file_error = options['file_error'] - self.stringify = options['stringify'] - self.indent_type = options['indent_type'] - self.encoding = options['encoding'] - self.default_encoding = options['default_encoding'] - self.BOM = False - self.newlines = None - self.write_empty_values = options['write_empty_values'] - self.unrepr = options['unrepr'] - - self.initial_comment = [] - self.final_comment = [] - self.configspec = None - - if self._inspec: - self.list_values = False - - # Clear section attributes as well - Section._initialise(self) - - - def __repr__(self): - def _getval(key): - try: - return self[key] - except MissingInterpolationOption: - return dict.__getitem__(self, key) - return ('ConfigObj({%s})' % - ', '.join([('%s: %s' % (repr(key), repr(_getval(key)))) - for key in (self.scalars + self.sections)])) - - - def _handle_bom(self, infile): - """ - Handle any BOM, and decode if necessary. - - If an encoding is specified, that *must* be used - but the BOM should - still be removed (and the BOM attribute set). - - (If the encoding is wrongly specified, then a BOM for an alternative - encoding won't be discovered or removed.) - - If an encoding is not specified, UTF8 or UTF16 BOM will be detected and - removed. The BOM attribute will be set. UTF16 will be decoded to - unicode. - - NOTE: This method must not be called with an empty ``infile``. - - Specifying the *wrong* encoding is likely to cause a - ``UnicodeDecodeError``. - - ``infile`` must always be returned as a list of lines, but may be - passed in as a single string. - """ - if ((self.encoding is not None) and - (self.encoding.lower() not in BOM_LIST)): - # No need to check for a BOM - # the encoding specified doesn't have one - # just decode - return self._decode(infile, self.encoding) - - if isinstance(infile, (list, tuple)): - line = infile[0] - else: - line = infile - if self.encoding is not None: - # encoding explicitly supplied - # And it could have an associated BOM - # TODO: if encoding is just UTF16 - we ought to check for both - # TODO: big endian and little endian versions. - enc = BOM_LIST[self.encoding.lower()] - if enc == 'utf_16': - # For UTF16 we try big endian and little endian - for BOM, (encoding, final_encoding) in BOMS.items(): - if not final_encoding: - # skip UTF8 - continue - if infile.startswith(BOM): - ### BOM discovered - ##self.BOM = True - # Don't need to remove BOM - return self._decode(infile, encoding) - - # If we get this far, will *probably* raise a DecodeError - # As it doesn't appear to start with a BOM - return self._decode(infile, self.encoding) - - # Must be UTF8 - BOM = BOM_SET[enc] - if not line.startswith(BOM): - return self._decode(infile, self.encoding) - - newline = line[len(BOM):] - - # BOM removed - if isinstance(infile, (list, tuple)): - infile[0] = newline - else: - infile = newline - self.BOM = True - return self._decode(infile, self.encoding) - - # No encoding specified - so we need to check for UTF8/UTF16 - for BOM, (encoding, final_encoding) in BOMS.items(): - if not line.startswith(BOM): - continue - else: - # BOM discovered - self.encoding = final_encoding - if not final_encoding: - self.BOM = True - # UTF8 - # remove BOM - newline = line[len(BOM):] - if isinstance(infile, (list, tuple)): - infile[0] = newline - else: - infile = newline - # UTF8 - don't decode - if isinstance(infile, basestring): - return infile.splitlines(True) - else: - return infile - # UTF16 - have to decode - return self._decode(infile, encoding) - - # No BOM discovered and no encoding specified, just return - if isinstance(infile, basestring): - # infile read from a file will be a single string - return infile.splitlines(True) - return infile - - - def _a_to_u(self, aString): - """Decode ASCII strings to unicode if a self.encoding is specified.""" - if self.encoding: - return aString.decode('ascii') - else: - return aString - - - def _decode(self, infile, encoding): - """ - Decode infile to unicode. Using the specified encoding. - - if is a string, it also needs converting to a list. - """ - if isinstance(infile, basestring): - # can't be unicode - # NOTE: Could raise a ``UnicodeDecodeError`` - return infile.decode(encoding).splitlines(True) - for i, line in enumerate(infile): - if not isinstance(line, unicode): - # NOTE: The isinstance test here handles mixed lists of unicode/string - # NOTE: But the decode will break on any non-string values - # NOTE: Or could raise a ``UnicodeDecodeError`` - infile[i] = line.decode(encoding) - return infile - - - def _decode_element(self, line): - """Decode element to unicode if necessary.""" - if not self.encoding: - return line - if isinstance(line, str) and self.default_encoding: - return line.decode(self.default_encoding) - return line - - - def _str(self, value): - """ - Used by ``stringify`` within validate, to turn non-string values - into strings. - """ - if not isinstance(value, basestring): - return str(value) - else: - return value - - - def _parse(self, infile): - """Actually parse the config file.""" - temp_list_values = self.list_values - if self.unrepr: - self.list_values = False - - comment_list = [] - done_start = False - this_section = self - maxline = len(infile) - 1 - cur_index = -1 - reset_comment = False - - while cur_index < maxline: - if reset_comment: - comment_list = [] - cur_index += 1 - line = infile[cur_index] - sline = line.strip() - # do we have anything on the line ? - if not sline or sline.startswith('#'): - reset_comment = False - comment_list.append(line) - continue - - if not done_start: - # preserve initial comment - self.initial_comment = comment_list - comment_list = [] - done_start = True - - reset_comment = True - # first we check if it's a section marker - mat = self._sectionmarker.match(line) - if mat is not None: - # is a section line - (indent, sect_open, sect_name, sect_close, comment) = mat.groups() - if indent and (self.indent_type is None): - self.indent_type = indent - cur_depth = sect_open.count('[') - if cur_depth != sect_close.count(']'): - self._handle_error("Cannot compute the section depth at line %s.", - NestingError, infile, cur_index) - continue - - if cur_depth < this_section.depth: - # the new section is dropping back to a previous level - try: - parent = self._match_depth(this_section, - cur_depth).parent - except SyntaxError: - self._handle_error("Cannot compute nesting level at line %s.", - NestingError, infile, cur_index) - continue - elif cur_depth == this_section.depth: - # the new section is a sibling of the current section - parent = this_section.parent - elif cur_depth == this_section.depth + 1: - # the new section is a child the current section - parent = this_section - else: - self._handle_error("Section too nested at line %s.", - NestingError, infile, cur_index) - - sect_name = self._unquote(sect_name) - if sect_name in parent: - self._handle_error('Duplicate section name at line %s.', - DuplicateError, infile, cur_index) - continue - - # create the new section - this_section = Section( - parent, - cur_depth, - self, - name=sect_name) - parent[sect_name] = this_section - parent.inline_comments[sect_name] = comment - parent.comments[sect_name] = comment_list - continue - # - # it's not a section marker, - # so it should be a valid ``key = value`` line - mat = self._keyword.match(line) - if mat is None: - # it neither matched as a keyword - # or a section marker - self._handle_error( - 'Invalid line at line "%s".', - ParseError, infile, cur_index) - else: - # is a keyword value - # value will include any inline comment - (indent, key, value) = mat.groups() - if indent and (self.indent_type is None): - self.indent_type = indent - # check for a multiline value - if value[:3] in ['"""', "'''"]: - try: - value, comment, cur_index = self._multiline( - value, infile, cur_index, maxline) - except SyntaxError: - self._handle_error( - 'Parse error in value at line %s.', - ParseError, infile, cur_index) - continue - else: - if self.unrepr: - comment = '' - try: - value = unrepr(value) - except Exception, e: - if type(e) == UnknownType: - msg = 'Unknown name or type in value at line %s.' - else: - msg = 'Parse error in value at line %s.' - self._handle_error(msg, UnreprError, infile, - cur_index) - continue - else: - if self.unrepr: - comment = '' - try: - value = unrepr(value) - except Exception, e: - if isinstance(e, UnknownType): - msg = 'Unknown name or type in value at line %s.' - else: - msg = 'Parse error in value at line %s.' - self._handle_error(msg, UnreprError, infile, - cur_index) - continue - else: - # extract comment and lists - try: - (value, comment) = self._handle_value(value) - except SyntaxError: - self._handle_error( - 'Parse error in value at line %s.', - ParseError, infile, cur_index) - continue - # - key = self._unquote(key) - if key in this_section: - self._handle_error( - 'Duplicate keyword name at line %s.', - DuplicateError, infile, cur_index) - continue - # add the key. - # we set unrepr because if we have got this far we will never - # be creating a new section - this_section.__setitem__(key, value, unrepr=True) - this_section.inline_comments[key] = comment - this_section.comments[key] = comment_list - continue - # - if self.indent_type is None: - # no indentation used, set the type accordingly - self.indent_type = '' - - # preserve the final comment - if not self and not self.initial_comment: - self.initial_comment = comment_list - elif not reset_comment: - self.final_comment = comment_list - self.list_values = temp_list_values - - - def _match_depth(self, sect, depth): - """ - Given a section and a depth level, walk back through the sections - parents to see if the depth level matches a previous section. - - Return a reference to the right section, - or raise a SyntaxError. - """ - while depth < sect.depth: - if sect is sect.parent: - # we've reached the top level already - raise SyntaxError() - sect = sect.parent - if sect.depth == depth: - return sect - # shouldn't get here - raise SyntaxError() - - - def _handle_error(self, text, ErrorClass, infile, cur_index): - """ - Handle an error according to the error settings. - - Either raise the error or store it. - The error will have occured at ``cur_index`` - """ - line = infile[cur_index] - cur_index += 1 - message = text % cur_index - error = ErrorClass(message, cur_index, line) - if self.raise_errors: - # raise the error - parsing stops here - raise error - # store the error - # reraise when parsing has finished - self._errors.append(error) - - - def _unquote(self, value): - """Return an unquoted version of a value""" - if not value: - # should only happen during parsing of lists - raise SyntaxError - if (value[0] == value[-1]) and (value[0] in ('"', "'")): - value = value[1:-1] - return value - - - def _quote(self, value, multiline=True): - """ - Return a safely quoted version of a value. - - Raise a ConfigObjError if the value cannot be safely quoted. - If multiline is ``True`` (default) then use triple quotes - if necessary. - - * Don't quote values that don't need it. - * Recursively quote members of a list and return a comma joined list. - * Multiline is ``False`` for lists. - * Obey list syntax for empty and single member lists. - - If ``list_values=False`` then the value is only quoted if it contains - a ``\\n`` (is multiline) or '#'. - - If ``write_empty_values`` is set, and the value is an empty string, it - won't be quoted. - """ - if multiline and self.write_empty_values and value == '': - # Only if multiline is set, so that it is used for values not - # keys, and not values that are part of a list - return '' - - if multiline and isinstance(value, (list, tuple)): - if not value: - return ',' - elif len(value) == 1: - return self._quote(value[0], multiline=False) + ',' - return ', '.join([self._quote(val, multiline=False) - for val in value]) - if not isinstance(value, basestring): - if self.stringify: - value = str(value) - else: - raise TypeError('Value "%s" is not a string.' % value) - - if not value: - return '""' - - no_lists_no_quotes = not self.list_values and '\n' not in value and '#' not in value - need_triple = multiline and ((("'" in value) and ('"' in value)) or ('\n' in value )) - hash_triple_quote = multiline and not need_triple and ("'" in value) and ('"' in value) and ('#' in value) - check_for_single = (no_lists_no_quotes or not need_triple) and not hash_triple_quote - - if check_for_single: - if not self.list_values: - # we don't quote if ``list_values=False`` - quot = noquot - # for normal values either single or double quotes will do - elif '\n' in value: - # will only happen if multiline is off - e.g. '\n' in key - raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) - elif ((value[0] not in wspace_plus) and - (value[-1] not in wspace_plus) and - (',' not in value)): - quot = noquot - else: - quot = self._get_single_quote(value) - else: - # if value has '\n' or "'" *and* '"', it will need triple quotes - quot = self._get_triple_quote(value) - - if quot == noquot and '#' in value and self.list_values: - quot = self._get_single_quote(value) - - return quot % value - - - def _get_single_quote(self, value): - if ("'" in value) and ('"' in value): - raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) - elif '"' in value: - quot = squot - else: - quot = dquot - return quot - - - def _get_triple_quote(self, value): - if (value.find('"""') != -1) and (value.find("'''") != -1): - raise ConfigObjError('Value "%s" cannot be safely quoted.' % value) - if value.find('"""') == -1: - quot = tdquot - else: - quot = tsquot - return quot - - - def _handle_value(self, value): - """ - Given a value string, unquote, remove comment, - handle lists. (including empty and single member lists) - """ - if self._inspec: - # Parsing a configspec so don't handle comments - return (value, '') - # do we look for lists in values ? - if not self.list_values: - mat = self._nolistvalue.match(value) - if mat is None: - raise SyntaxError() - # NOTE: we don't unquote here - return mat.groups() - # - mat = self._valueexp.match(value) - if mat is None: - # the value is badly constructed, probably badly quoted, - # or an invalid list - raise SyntaxError() - (list_values, single, empty_list, comment) = mat.groups() - if (list_values == '') and (single is None): - # change this if you want to accept empty values - raise SyntaxError() - # NOTE: note there is no error handling from here if the regex - # is wrong: then incorrect values will slip through - if empty_list is not None: - # the single comma - meaning an empty list - return ([], comment) - if single is not None: - # handle empty values - if list_values and not single: - # FIXME: the '' is a workaround because our regex now matches - # '' at the end of a list if it has a trailing comma - single = None - else: - single = single or '""' - single = self._unquote(single) - if list_values == '': - # not a list value - return (single, comment) - the_list = self._listvalueexp.findall(list_values) - the_list = [self._unquote(val) for val in the_list] - if single is not None: - the_list += [single] - return (the_list, comment) - - - def _multiline(self, value, infile, cur_index, maxline): - """Extract the value, where we are in a multiline situation.""" - quot = value[:3] - newvalue = value[3:] - single_line = self._triple_quote[quot][0] - multi_line = self._triple_quote[quot][1] - mat = single_line.match(value) - if mat is not None: - retval = list(mat.groups()) - retval.append(cur_index) - return retval - elif newvalue.find(quot) != -1: - # somehow the triple quote is missing - raise SyntaxError() - # - while cur_index < maxline: - cur_index += 1 - newvalue += '\n' - line = infile[cur_index] - if line.find(quot) == -1: - newvalue += line - else: - # end of multiline, process it - break - else: - # we've got to the end of the config, oops... - raise SyntaxError() - mat = multi_line.match(line) - if mat is None: - # a badly formed line - raise SyntaxError() - (value, comment) = mat.groups() - return (newvalue + value, comment, cur_index) - - - def _handle_configspec(self, configspec): - """Parse the configspec.""" - # FIXME: Should we check that the configspec was created with the - # correct settings ? (i.e. ``list_values=False``) - if not isinstance(configspec, ConfigObj): - try: - configspec = ConfigObj(configspec, - raise_errors=True, - file_error=True, - _inspec=True) - except ConfigObjError, e: - # FIXME: Should these errors have a reference - # to the already parsed ConfigObj ? - raise ConfigspecError('Parsing configspec failed: %s' % e) - except IOError, e: - raise IOError('Reading configspec failed: %s' % e) - - self.configspec = configspec - - - - def _set_configspec(self, section, copy): - """ - Called by validate. Handles setting the configspec on subsections - including sections to be validated by __many__ - """ - configspec = section.configspec - many = configspec.get('__many__') - if isinstance(many, dict): - for entry in section.sections: - if entry not in configspec: - section[entry].configspec = many - - for entry in configspec.sections: - if entry == '__many__': - continue - if entry not in section: - section[entry] = {} - section[entry]._created = True - if copy: - # copy comments - section.comments[entry] = configspec.comments.get(entry, []) - section.inline_comments[entry] = configspec.inline_comments.get(entry, '') - - # Could be a scalar when we expect a section - if isinstance(section[entry], Section): - section[entry].configspec = configspec[entry] - - - def _write_line(self, indent_string, entry, this_entry, comment): - """Write an individual line, for the write method""" - # NOTE: the calls to self._quote here handles non-StringType values. - if not self.unrepr: - val = self._decode_element(self._quote(this_entry)) - else: - val = repr(this_entry) - return '%s%s%s%s%s' % (indent_string, - self._decode_element(self._quote(entry, multiline=False)), - self._a_to_u(' = '), - val, - self._decode_element(comment)) - - - def _write_marker(self, indent_string, depth, entry, comment): - """Write a section marker line""" - return '%s%s%s%s%s' % (indent_string, - self._a_to_u('[' * depth), - self._quote(self._decode_element(entry), multiline=False), - self._a_to_u(']' * depth), - self._decode_element(comment)) - - - def _handle_comment(self, comment): - """Deal with a comment.""" - if not comment: - return '' - start = self.indent_type - if not comment.startswith('#'): - start += self._a_to_u(' # ') - return (start + comment) - - - # Public methods - - def write(self, outfile=None, section=None): - """ - Write the current ConfigObj as a file - - tekNico: FIXME: use StringIO instead of real files - - >>> filename = a.filename - >>> a.filename = 'test.ini' - >>> a.write() - >>> a.filename = filename - >>> a == ConfigObj('test.ini', raise_errors=True) - 1 - >>> import os - >>> os.remove('test.ini') - """ - if self.indent_type is None: - # this can be true if initialised from a dictionary - self.indent_type = DEFAULT_INDENT_TYPE - - out = [] - cs = self._a_to_u('#') - csp = self._a_to_u('# ') - if section is None: - int_val = self.interpolation - self.interpolation = False - section = self - for line in self.initial_comment: - line = self._decode_element(line) - stripped_line = line.strip() - if stripped_line and not stripped_line.startswith(cs): - line = csp + line - out.append(line) - - indent_string = self.indent_type * section.depth - for entry in (section.scalars + section.sections): - if entry in section.defaults: - # don't write out default values - continue - for comment_line in section.comments[entry]: - comment_line = self._decode_element(comment_line.lstrip()) - if comment_line and not comment_line.startswith(cs): - comment_line = csp + comment_line - out.append(indent_string + comment_line) - this_entry = section[entry] - comment = self._handle_comment(section.inline_comments[entry]) - - if isinstance(this_entry, dict): - # a section - out.append(self._write_marker( - indent_string, - this_entry.depth, - entry, - comment)) - out.extend(self.write(section=this_entry)) - else: - out.append(self._write_line( - indent_string, - entry, - this_entry, - comment)) - - if section is self: - for line in self.final_comment: - line = self._decode_element(line) - stripped_line = line.strip() - if stripped_line and not stripped_line.startswith(cs): - line = csp + line - out.append(line) - self.interpolation = int_val - - if section is not self: - return out - - if (self.filename is None) and (outfile is None): - # output a list of lines - # might need to encode - # NOTE: This will *screw* UTF16, each line will start with the BOM - if self.encoding: - out = [l.encode(self.encoding) for l in out] - if (self.BOM and ((self.encoding is None) or - (BOM_LIST.get(self.encoding.lower()) == 'utf_8'))): - # Add the UTF8 BOM - if not out: - out.append('') - out[0] = BOM_UTF8 + out[0] - return out - - # Turn the list to a string, joined with correct newlines - newline = self.newlines or os.linesep - if (getattr(outfile, 'mode', None) is not None and outfile.mode == 'w' - and sys.platform == 'win32' and newline == '\r\n'): - # Windows specific hack to avoid writing '\r\r\n' - newline = '\n' - output = self._a_to_u(newline).join(out) - if self.encoding: - output = output.encode(self.encoding) - if self.BOM and ((self.encoding is None) or match_utf8(self.encoding)): - # Add the UTF8 BOM - output = BOM_UTF8 + output - - if not output.endswith(newline): - output += newline - if outfile is not None: - outfile.write(output) - else: - h = open(self.filename, 'wb') - h.write(output) - h.close() - - - def validate(self, validator, preserve_errors=False, copy=False, - section=None): - """ - Test the ConfigObj against a configspec. - - It uses the ``validator`` object from *validate.py*. - - To run ``validate`` on the current ConfigObj, call: :: - - test = config.validate(validator) - - (Normally having previously passed in the configspec when the ConfigObj - was created - you can dynamically assign a dictionary of checks to the - ``configspec`` attribute of a section though). - - It returns ``True`` if everything passes, or a dictionary of - pass/fails (True/False). If every member of a subsection passes, it - will just have the value ``True``. (It also returns ``False`` if all - members fail). - - In addition, it converts the values from strings to their native - types if their checks pass (and ``stringify`` is set). - - If ``preserve_errors`` is ``True`` (``False`` is default) then instead - of a marking a fail with a ``False``, it will preserve the actual - exception object. This can contain info about the reason for failure. - For example the ``VdtValueTooSmallError`` indicates that the value - supplied was too small. If a value (or section) is missing it will - still be marked as ``False``. - - You must have the validate module to use ``preserve_errors=True``. - - You can then use the ``flatten_errors`` function to turn your nested - results dictionary into a flattened list of failures - useful for - displaying meaningful error messages. - """ - if section is None: - if self.configspec is None: - raise ValueError('No configspec supplied.') - if preserve_errors: - # We do this once to remove a top level dependency on the validate module - # Which makes importing configobj faster - from validate import VdtMissingValue - self._vdtMissingValue = VdtMissingValue - - section = self - - if copy: - section.initial_comment = section.configspec.initial_comment - section.final_comment = section.configspec.final_comment - section.encoding = section.configspec.encoding - section.BOM = section.configspec.BOM - section.newlines = section.configspec.newlines - section.indent_type = section.configspec.indent_type - - # - # section.default_values.clear() #?? - configspec = section.configspec - self._set_configspec(section, copy) - - - def validate_entry(entry, spec, val, missing, ret_true, ret_false): - section.default_values.pop(entry, None) - - try: - section.default_values[entry] = validator.get_default_value(configspec[entry]) - except (KeyError, AttributeError, validator.baseErrorClass): - # No default, bad default or validator has no 'get_default_value' - # (e.g. SimpleVal) - pass - - try: - check = validator.check(spec, - val, - missing=missing - ) - except validator.baseErrorClass, e: - if not preserve_errors or isinstance(e, self._vdtMissingValue): - out[entry] = False - else: - # preserve the error - out[entry] = e - ret_false = False - ret_true = False - else: - ret_false = False - out[entry] = True - if self.stringify or missing: - # if we are doing type conversion - # or the value is a supplied default - if not self.stringify: - if isinstance(check, (list, tuple)): - # preserve lists - check = [self._str(item) for item in check] - elif missing and check is None: - # convert the None from a default to a '' - check = '' - else: - check = self._str(check) - if (check != val) or missing: - section[entry] = check - if not copy and missing and entry not in section.defaults: - section.defaults.append(entry) - return ret_true, ret_false - - # - out = {} - ret_true = True - ret_false = True - - unvalidated = [k for k in section.scalars if k not in configspec] - incorrect_sections = [k for k in configspec.sections if k in section.scalars] - incorrect_scalars = [k for k in configspec.scalars if k in section.sections] - - for entry in configspec.scalars: - if entry in ('__many__', '___many___'): - # reserved names - continue - if (not entry in section.scalars) or (entry in section.defaults): - # missing entries - # or entries from defaults - missing = True - val = None - if copy and entry not in section.scalars: - # copy comments - section.comments[entry] = ( - configspec.comments.get(entry, [])) - section.inline_comments[entry] = ( - configspec.inline_comments.get(entry, '')) - # - else: - missing = False - val = section[entry] - - ret_true, ret_false = validate_entry(entry, configspec[entry], val, - missing, ret_true, ret_false) - - many = None - if '__many__' in configspec.scalars: - many = configspec['__many__'] - elif '___many___' in configspec.scalars: - many = configspec['___many___'] - - if many is not None: - for entry in unvalidated: - val = section[entry] - ret_true, ret_false = validate_entry(entry, many, val, False, - ret_true, ret_false) - unvalidated = [] - - for entry in incorrect_scalars: - ret_true = False - if not preserve_errors: - out[entry] = False - else: - ret_false = False - msg = 'Value %r was provided as a section' % entry - out[entry] = validator.baseErrorClass(msg) - for entry in incorrect_sections: - ret_true = False - if not preserve_errors: - out[entry] = False - else: - ret_false = False - msg = 'Section %r was provided as a single value' % entry - out[entry] = validator.baseErrorClass(msg) - - # Missing sections will have been created as empty ones when the - # configspec was read. - for entry in section.sections: - # FIXME: this means DEFAULT is not copied in copy mode - if section is self and entry == 'DEFAULT': - continue - if section[entry].configspec is None: - unvalidated.append(entry) - continue - if copy: - section.comments[entry] = configspec.comments.get(entry, []) - section.inline_comments[entry] = configspec.inline_comments.get(entry, '') - check = self.validate(validator, preserve_errors=preserve_errors, copy=copy, section=section[entry]) - out[entry] = check - if check == False: - ret_true = False - elif check == True: - ret_false = False - else: - ret_true = False - - section.extra_values = unvalidated - if preserve_errors and not section._created: - # If the section wasn't created (i.e. it wasn't missing) - # then we can't return False, we need to preserve errors - ret_false = False - # - if ret_false and preserve_errors and out: - # If we are preserving errors, but all - # the failures are from missing sections / values - # then we can return False. Otherwise there is a - # real failure that we need to preserve. - ret_false = not any(out.values()) - if ret_true: - return True - elif ret_false: - return False - return out - - - def reset(self): - """Clear ConfigObj instance and restore to 'freshly created' state.""" - self.clear() - self._initialise() - # FIXME: Should be done by '_initialise', but ConfigObj constructor (and reload) - # requires an empty dictionary - self.configspec = None - # Just to be sure ;-) - self._original_configspec = None - - - def reload(self): - """ - Reload a ConfigObj from file. - - This method raises a ``ReloadError`` if the ConfigObj doesn't have - a filename attribute pointing to a file. - """ - if not isinstance(self.filename, basestring): - raise ReloadError() - - filename = self.filename - current_options = {} - for entry in OPTION_DEFAULTS: - if entry == 'configspec': - continue - current_options[entry] = getattr(self, entry) - - configspec = self._original_configspec - current_options['configspec'] = configspec - - self.clear() - self._initialise(current_options) - self._load(filename, configspec) - - - -class SimpleVal(object): - """ - A simple validator. - Can be used to check that all members expected are present. - - To use it, provide a configspec with all your members in (the value given - will be ignored). Pass an instance of ``SimpleVal`` to the ``validate`` - method of your ``ConfigObj``. ``validate`` will return ``True`` if all - members are present, or a dictionary with True/False meaning - present/missing. (Whole missing sections will be replaced with ``False``) - """ - - def __init__(self): - self.baseErrorClass = ConfigObjError - - def check(self, check, member, missing=False): - """A dummy check method, always returns the value unchanged.""" - if missing: - raise self.baseErrorClass() - return member - - -def flatten_errors(cfg, res, levels=None, results=None): - """ - An example function that will turn a nested dictionary of results - (as returned by ``ConfigObj.validate``) into a flat list. - - ``cfg`` is the ConfigObj instance being checked, ``res`` is the results - dictionary returned by ``validate``. - - (This is a recursive function, so you shouldn't use the ``levels`` or - ``results`` arguments - they are used by the function.) - - Returns a list of keys that failed. Each member of the list is a tuple:: - - ([list of sections...], key, result) - - If ``validate`` was called with ``preserve_errors=False`` (the default) - then ``result`` will always be ``False``. - - *list of sections* is a flattened list of sections that the key was found - in. - - If the section was missing (or a section was expected and a scalar provided - - or vice-versa) then key will be ``None``. - - If the value (or section) was missing then ``result`` will be ``False``. - - If ``validate`` was called with ``preserve_errors=True`` and a value - was present, but failed the check, then ``result`` will be the exception - object returned. You can use this as a string that describes the failure. - - For example *The value "3" is of the wrong type*. - """ - if levels is None: - # first time called - levels = [] - results = [] - if res == True: - return results - if res == False or isinstance(res, Exception): - results.append((levels[:], None, res)) - if levels: - levels.pop() - return results - for (key, val) in res.items(): - if val == True: - continue - if isinstance(cfg.get(key), dict): - # Go down one level - levels.append(key) - flatten_errors(cfg[key], val, levels, results) - continue - results.append((levels[:], key, val)) - # - # Go up one level - if levels: - levels.pop() - # - return results - - -def get_extra_values(conf, _prepend=()): - """ - Find all the values and sections not in the configspec from a validated - ConfigObj. - - ``get_extra_values`` returns a list of tuples where each tuple represents - either an extra section, or an extra value. - - The tuples contain two values, a tuple representing the section the value - is in and the name of the extra values. For extra values in the top level - section the first member will be an empty tuple. For values in the 'foo' - section the first member will be ``('foo',)``. For members in the 'bar' - subsection of the 'foo' section the first member will be ``('foo', 'bar')``. - - NOTE: If you call ``get_extra_values`` on a ConfigObj instance that hasn't - been validated it will return an empty list. - """ - out = [] - - out.extend([(_prepend, name) for name in conf.extra_values]) - for name in conf.sections: - if name not in conf.extra_values: - out.extend(get_extra_values(conf[name], _prepend + (name,))) - return out - - -"""*A programming language is a medium of expression.* - Paul Graham""" diff --git a/python/pkg/cdec/sa/__init__.py b/python/pkg/cdec/sa/__init__.py deleted file mode 100644 index 14ba5ecb..00000000 --- a/python/pkg/cdec/sa/__init__.py +++ /dev/null @@ -1,25 +0,0 @@ -from cdec.sa._sa import make_lattice, decode_lattice, decode_sentence,\ - encode_words, decode_words, isvar,\ - SuffixArray, DataArray, LCP, Precomputation, Alignment, BiLex,\ - HieroCachingRuleFactory, Sampler, Scorer -from cdec.sa.extractor import GrammarExtractor - -_SA_FEATURES = [] -_SA_ANNOTATORS = {} -_SA_CONFIGURE = [] - -def feature(fn): - _SA_FEATURES.append(fn) - return fn - -def annotator(fn): - _SA_ANNOTATORS[fn.__name__] = fn - -def annotate(sentence): - meta = {} - for name, fn in _SA_ANNOTATORS.iteritems(): - meta[name] = fn(sentence) - return meta - -def configure(fn): - _SA_CONFIGURE.append(fn) diff --git a/python/pkg/cdec/sa/compile.py b/python/pkg/cdec/sa/compile.py deleted file mode 100644 index d4cd8387..00000000 --- a/python/pkg/cdec/sa/compile.py +++ /dev/null @@ -1,132 +0,0 @@ -#!/usr/bin/env python -import argparse -import os -import logging -import cdec.configobj -import cdec.sa -from cdec.sa._sa import monitor_cpu -import sys - -MAX_PHRASE_LENGTH = 4 -def precompute(f_sa, max_len, max_nt, max_size, min_gap, rank1, rank2, tight_phrases): - lcp = cdec.sa.LCP(f_sa) - stats = sorted(lcp.compute_stats(MAX_PHRASE_LENGTH), reverse=True) - precomp = cdec.sa.Precomputation(from_stats=stats, - fsarray=f_sa, - precompute_rank=rank1, - precompute_secondary_rank=rank2, - max_length=max_len, - max_nonterminals=max_nt, - train_max_initial_size=max_size, - train_min_gap_size=min_gap) - return precomp - -def main(): - preprocess_start_time = monitor_cpu() - sys.setrecursionlimit(sys.getrecursionlimit() * 100) - - logging.basicConfig(level=logging.INFO) - logger = logging.getLogger('cdec.sa.compile') - parser = argparse.ArgumentParser(description='Compile a corpus into a suffix array.') - parser.add_argument('--maxnt', '-n', type=int, default=2, - help='Maximum number of non-terminal symbols') - parser.add_argument('--maxlen', '-l', type=int, default=5, - help='Maximum number of terminals') - parser.add_argument('--maxsize', '-s', type=int, default=15, - help='Maximum rule span') - parser.add_argument('--mingap', '-g', type=int, default=1, - help='Minimum gap size') - parser.add_argument('--rank1', '-r1', type=int, default=100, - help='Number of pre-computed frequent patterns') - parser.add_argument('--rank2', '-r2', type=int, default=10, - help='Number of pre-computed super-frequent patterns)') - parser.add_argument('--loose', action='store_true', - help='Enable loose phrase extraction (default: tight)') - parser.add_argument('-c', '--config', default='/dev/stdout', - help='Output configuration') - parser.add_argument('-f', '--source', - help='Source language corpus') - parser.add_argument('-e', '--target', - help='Target language corpus') - parser.add_argument('-b', '--bitext', - help='Parallel text (source ||| target)') - parser.add_argument('-a', '--alignment', required=True, - help='Bitext word alignment') - parser.add_argument('-o', '--output', required=True, - help='Output path') - args = parser.parse_args() - - if not ((args.source and args.target) or args.bitext): - parser.error('a parallel corpus is required\n' - '\tuse -f (source) with -e (target) or -b (bitext)') - - param_names = ('max_len', 'max_nt', 'max_size', 'min_gap', - 'rank1', 'rank2', 'tight_phrases') - params = (args.maxlen, args.maxnt, args.maxsize, args.mingap, - args.rank1, args.rank2, not args.loose) - - if not os.path.exists(args.output): - os.mkdir(args.output) - - f_sa_bin = os.path.join(args.output, 'f.sa.bin') - e_bin = os.path.join(args.output, 'e.bin') - precomp_file = 'precomp.{0}.{1}.{2}.{3}.{4}.{5}.bin'.format(*params) - precomp_bin = os.path.join(args.output, precomp_file) - a_bin = os.path.join(args.output, 'a.bin') - lex_bin = os.path.join(args.output, 'lex.bin') - - start_time = monitor_cpu() - logger.info('Compiling source suffix array') - if args.bitext: - f_sa = cdec.sa.SuffixArray(from_text=args.bitext, side='source') - else: - f_sa = cdec.sa.SuffixArray(from_text=args.source) - f_sa.write_binary(f_sa_bin) - stop_time = monitor_cpu() - logger.info('Compiling source suffix array took %f seconds', stop_time - start_time) - - start_time = monitor_cpu() - logger.info('Compiling target data array') - if args.bitext: - e = cdec.sa.DataArray(from_text=args.bitext, side='target') - else: - e = cdec.sa.DataArray(from_text=args.target) - e.write_binary(e_bin) - stop_time = monitor_cpu() - logger.info('Compiling target data array took %f seconds', stop_time - start_time) - - start_time = monitor_cpu() - logger.info('Precomputing frequent phrases') - precompute(f_sa, *params).write_binary(precomp_bin) - stop_time = monitor_cpu() - logger.info('Compiling precomputations took %f seconds', stop_time - start_time) - - start_time = monitor_cpu() - logger.info('Compiling alignment') - a = cdec.sa.Alignment(from_text=args.alignment) - a.write_binary(a_bin) - stop_time = monitor_cpu() - logger.info('Compiling alignment took %f seonds', stop_time - start_time) - - start_time = monitor_cpu() - logger.info('Compiling bilexical dictionary') - lex = cdec.sa.BiLex(from_data=True, alignment=a, earray=e, fsarray=f_sa) - lex.write_binary(lex_bin) - stop_time = monitor_cpu() - logger.info('Compiling bilexical dictionary took %f seconds', stop_time - start_time) - - # Write configuration - config = cdec.configobj.ConfigObj(args.config, unrepr=True) - config['f_sa_file'] = os.path.abspath(f_sa_bin) - config['e_file'] = os.path.abspath(e_bin) - config['a_file'] = os.path.abspath(a_bin) - config['lex_file'] = os.path.abspath(lex_bin) - config['precompute_file'] = os.path.abspath(precomp_bin) - for name, value in zip(param_names, params): - config[name] = value - config.write() - preprocess_stop_time = monitor_cpu() - logger.info('Overall preprocessing step took %f seconds', preprocess_stop_time - preprocess_start_time) - -if __name__ == '__main__': - main() diff --git a/python/pkg/cdec/sa/extract.py b/python/pkg/cdec/sa/extract.py deleted file mode 100644 index b6502c52..00000000 --- a/python/pkg/cdec/sa/extract.py +++ /dev/null @@ -1,113 +0,0 @@ -#!/usr/bin/env python -import sys -import os -import re -import gzip -import argparse -import logging -import signal -import multiprocessing as mp -import cdec.sa -from cdec.sa._sa import monitor_cpu - -extractor, prefix = None, None -online, compress = False, False - -def make_extractor(args): - global extractor, prefix, online, compress - signal.signal(signal.SIGINT, signal.SIG_IGN) # Let parent process catch Ctrl+C - load_features(args.features) - extractor = cdec.sa.GrammarExtractor(args.config, online) - prefix = args.grammars - online = args.online - compress = args.compress - -def load_features(features): - for featdef in features: - logging.info('Loading additional feature definitions from %s', featdef) - prefix = os.path.dirname(featdef) - sys.path.append(prefix) - __import__(os.path.basename(featdef).replace('.py', '')) - sys.path.remove(prefix) - -def extract(inp): - global extractor, prefix, online, compress - i, sentence = inp - sentence = sentence[:-1] - fields = re.split('\s*\|\|\|\s*', sentence) - suffix = '' - # 3 fields for online mode, 1 for normal - if online: - if len(fields) < 3: - sys.stderr.write('Error: online mode requires references and alignments.' - ' Not adding sentence to training data: {}\n'.format(sentence)) - sentence = fields[0] - else: - sentence, reference, alignment = fields[0:3] - if len(fields) > 3: - suffix = ' ||| ' + ' ||| '.join(fields[3:]) - else: - if len(fields) > 1: - sentence = fields[0] - suffix = ' ||| ' + ' ||| '.join(fields[1:]) - - grammar_file = os.path.join(prefix, 'grammar.'+str(i)) - if compress: grammar_file += '.gz' - with (gzip.open if compress else open)(grammar_file, 'w') as output: - for rule in extractor.grammar(sentence): - output.write(str(rule)+'\n') - # Add training instance _after_ extracting grammars - if online: - extractor.add_instance(sentence, reference, alignment) - grammar_file = os.path.abspath(grammar_file) - return '{}{}'.format(grammar_file, i, sentence, suffix) - -def main(): - global online - logging.basicConfig(level=logging.INFO) - parser = argparse.ArgumentParser(description='Extract grammars from a compiled corpus.') - parser.add_argument('-c', '--config', required=True, - help='extractor configuration') - parser.add_argument('-g', '--grammars', required=True, - help='grammar output path') - parser.add_argument('-j', '--jobs', type=int, default=1, - help='number of parallel extractors') - parser.add_argument('-s', '--chunksize', type=int, default=10, - help='number of sentences / chunk') - parser.add_argument('-f', '--features', nargs='*', default=[], - help='additional feature definitions') - parser.add_argument('-o', '--online', action='store_true', - help='online grammar extraction') - parser.add_argument('-z', '--compress', action='store_true', - help='compress grammars with gzip') - args = parser.parse_args() - - if not os.path.exists(args.grammars): - os.mkdir(args.grammars) - for featdef in args.features: - if not featdef.endswith('.py'): - sys.stderr.write('Error: feature definition file <{}>' - ' should be a python module\n'.format(featdef)) - sys.exit(1) - - online = args.online - - start_time = monitor_cpu() - if args.jobs > 1: - logging.info('Starting %d workers; chunk size: %d', args.jobs, args.chunksize) - pool = mp.Pool(args.jobs, make_extractor, (args,)) - try: - for output in pool.imap(extract, enumerate(sys.stdin), args.chunksize): - print(output) - except KeyboardInterrupt: - pool.terminate() - else: - make_extractor(args) - for output in map(extract, enumerate(sys.stdin)): - print(output) - - stop_time = monitor_cpu() - logging.info("Overall extraction step took %f seconds", stop_time - start_time) - -if __name__ == '__main__': - main() diff --git a/python/pkg/cdec/sa/extractor.py b/python/pkg/cdec/sa/extractor.py deleted file mode 100644 index acc13cbc..00000000 --- a/python/pkg/cdec/sa/extractor.py +++ /dev/null @@ -1,106 +0,0 @@ -from itertools import chain -import os, sys -import cdec.configobj -from cdec.sa.features import EgivenFCoherent, SampleCountF, CountEF,\ - MaxLexEgivenF, MaxLexFgivenE, IsSingletonF, IsSingletonFE,\ - IsSupportedOnline -import cdec.sa - -# maximum span of a grammar rule in TEST DATA -MAX_INITIAL_SIZE = 15 - -class GrammarExtractor: - def __init__(self, config, online=False, features=None): - if isinstance(config, basestring): - if not os.path.exists(config): - raise IOError('cannot read configuration from {0}'.format(config)) - config = cdec.configobj.ConfigObj(config, unrepr=True) - alignment = cdec.sa.Alignment(from_binary=config['a_file']) - self.factory = cdec.sa.HieroCachingRuleFactory( - # compiled alignment object (REQUIRED) - alignment, - # name of generic nonterminal used by Hiero - category="[X]", - # maximum number of contiguous chunks of terminal symbols in RHS of a rule - max_chunks=config['max_nt']+1, - # maximum span of a grammar rule in TEST DATA - max_initial_size=MAX_INITIAL_SIZE, - # maximum number of symbols (both T and NT) allowed in a rule - max_length=config['max_len'], - # maximum number of nonterminals allowed in a rule (set >2 at your own risk) - max_nonterminals=config['max_nt'], - # maximum number of contiguous chunks of terminal symbols - # in target-side RHS of a rule. - max_target_chunks=config['max_nt']+1, - # maximum number of target side symbols (both T and NT) allowed in a rule. - max_target_length=MAX_INITIAL_SIZE, - # minimum span of a nonterminal in the RHS of a rule in TEST DATA - min_gap_size=1, - # filename of file containing precomputed collocations - precompute_file=config['precompute_file'], - # maximum frequency rank of patterns used to compute triples (< 20) - precompute_secondary_rank=config['rank2'], - # maximum frequency rank of patterns used to compute collocations (< 300) - precompute_rank=config['rank1'], - # require extracted rules to have at least one aligned word - require_aligned_terminal=True, - # require each contiguous chunk of extracted rules - # to have at least one aligned word - require_aligned_chunks=False, - # maximum span of a grammar rule extracted from TRAINING DATA - train_max_initial_size=config['max_size'], - # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA - train_min_gap_size=config['min_gap'], - # False if phrases should be loose (better but slower), True otherwise - tight_phrases=config.get('tight_phrases', True), - ) - - # lexical weighting tables - tt = cdec.sa.BiLex(from_binary=config['lex_file']) - - # TODO: clean this up - extended_features = [] - if online: - extended_features.append(IsSupportedOnline) - - # TODO: use @cdec.sa.features decorator for standard features too - # + add a mask to disable features - for f in cdec.sa._SA_FEATURES: - extended_features.append(f) - - scorer = cdec.sa.Scorer(EgivenFCoherent, SampleCountF, CountEF, - MaxLexFgivenE(tt), MaxLexEgivenF(tt), IsSingletonF, IsSingletonFE, - *extended_features) - - fsarray = cdec.sa.SuffixArray(from_binary=config['f_sa_file']) - edarray = cdec.sa.DataArray(from_binary=config['e_file']) - - # lower=faster, higher=better; improvements level off above 200-300 range, - # -1 = don't sample, use all data (VERY SLOW!) - sampler = cdec.sa.Sampler(300, fsarray) - - self.factory.configure(fsarray, edarray, sampler, scorer) - # Initialize feature definitions with configuration - for fn in cdec.sa._SA_CONFIGURE: - fn(config) - - def grammar(self, sentence): - if isinstance(sentence, unicode): - sentence = sentence.encode('utf8') - words = tuple(chain(('',), sentence.split(), ('',))) - meta = cdec.sa.annotate(words) - cnet = cdec.sa.make_lattice(words) - return self.factory.input(cnet, meta) - - # Add training instance to data - def add_instance(self, sentence, reference, alignment): - f_words = cdec.sa.encode_words(sentence.split()) - e_words = cdec.sa.encode_words(reference.split()) - al = sorted(tuple(int(i) for i in pair.split('-')) for pair in alignment.split()) - self.factory.add_instance(f_words, e_words, al) - - # Debugging - def dump_online_stats(self): - self.factory.dump_online_stats() - def dump_online_rules(self): - self.factory.dump_online_rules() \ No newline at end of file diff --git a/python/pkg/cdec/sa/features.py b/python/pkg/cdec/sa/features.py deleted file mode 100644 index c8fc1cca..00000000 --- a/python/pkg/cdec/sa/features.py +++ /dev/null @@ -1,142 +0,0 @@ -from __future__ import division -import math - -from cdec.sa import isvar - -MAXSCORE = 99 - -def EgivenF(ctx): # p(e|f) = c(e, f)/c(f) - if not ctx.online: - prob = ctx.paircount/ctx.fcount - else: - prob = (ctx.paircount + ctx.online.paircount) / (ctx.fcount + ctx.online.fcount) - return -math.log10(prob) - -def CountEF(ctx): # c(e, f) - if not ctx.online: - count = 1 + ctx.paircount - else: - count = 1 + ctx.paircount + ctx.online.paircount - return math.log10(count) - -def SampleCountF(ctx): # sample c(f) - if not ctx.online: - count = 1 + ctx.fsample_count - else: - count = 1 + ctx.fsample_count + ctx.online.fsample_count - return math.log10(count) - -def EgivenFCoherent(ctx): # c(e, f) / sample c(f) - if not ctx.online: - prob = ctx.paircount/ctx.fsample_count - else: - prob = (ctx.paircount + ctx.online.paircount) / (ctx.fsample_count + ctx.online.fsample_count) - return -math.log10(prob) if prob > 0 else MAXSCORE - -def CoherenceProb(ctx): # c(f) / sample c(f) - if not ctx.online: - prob = ctx.fcount/ctx.fsample_count - else: - prob = (ctx.fcount + ctx.online.fcount) / (ctx.fsample_count + ctx.online.fsample_count) - return -math.log10(prob) - -def MaxLexEgivenF(ttable): - def MaxLexEgivenF(ctx): - fwords = ctx.fphrase.words - fwords.append('NULL') - # Always use this for now - if not ctx.online or ctx.online: - maxOffScore = 0.0 - for e in ctx.ephrase.words: - maxScore = max(ttable.get_score(f, e, 0) for f in fwords) - maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return maxOffScore - else: - # For now, straight average - maxOffScore = 0.0 - maxOnScore = 0.0 - for e in ctx.ephrase.words: - maxScore = max(ttable.get_score(f, e, 0) for f in fwords) - maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - for e in ctx.ephrase: - if not isvar(e): - maxScore = 0.0 - for f in ctx.fphrase: - if not isvar(f): - b_f = ctx.online.bilex_f.get(f, 0) - if b_f: - maxScore = max(maxScore, ctx.online.bilex_fe.get(f, {}).get(e)) - maxOnScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return (maxOffScore + maxOnScore) / 2 - return MaxLexEgivenF - -def MaxLexFgivenE(ttable): - def MaxLexFgivenE(ctx): - ewords = ctx.ephrase.words - ewords.append('NULL') - # Always use this for now - if not ctx.online or ctx.online: - maxOffScore = 0.0 - for f in ctx.fphrase.words: - maxScore = max(ttable.get_score(f, e, 1) for e in ewords) - maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return maxOffScore - else: - # For now, straight average - maxOffScore = 0.0 - maxOnScore = 0.0 - for f in ctx.fphrase.words: - maxScore = max(ttable.get_score(f, e, 1) for e in ewords) - maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - for f in ctx.fphrase: - if not isvar(f): - maxScore = 0.0 - for e in ctx.ephrase: - if not isvar(e): - b_e = ctx.online.bilex_e.get(e, 0) - if b_e: - maxScore = max(maxScore, ctx.online.bilex_fe.get(f, {}).get(e, 0) / b_e ) - maxOnScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return (maxOffScore + maxOnScore) / 2 - return MaxLexFgivenE - -def IsSingletonF(ctx): - if not ctx.online: - count = ctx.fcount - else: - count = ctx.fcount + ctx.online.fcount - return math.fabs(count - 1) < 1e-6 - -def IsSingletonFE(ctx): - if not ctx.online: - count = ctx.paircount - else: - count = ctx.paircount + ctx.online.paircount - return (count == 1) - -def IsNotSingletonF(ctx): - if not ctx.online: - count = ctx.fcount - else: - count = ctx.fcount + ctx.online.fcount - return (count > 1) - -def IsNotSingletonFE(ctx): - if not ctx.online: - count = ctx.paircount - else: - count = ctx.paircount + ctx.online.paircount - return (ctx.paircount > 1) - -def IsFEGreaterThanZero(ctx): - if not ctx.online: - count = ctx.paircount - else: - count = ctx.paircount + ctx.online.paircount - return (ctx.paircount > 0.01) - -def IsSupportedOnline(ctx): # Occurs in online data? - if ctx.online: - return (ctx.online.paircount > 0.01) - else: - return False diff --git a/python/pkg/cdec/score.py b/python/pkg/cdec/score.py deleted file mode 100644 index 657b4547..00000000 --- a/python/pkg/cdec/score.py +++ /dev/null @@ -1 +0,0 @@ -from _cdec import BLEU, TER, CER, SSK, QCRI, Metric, Scorer diff --git a/python/setup.py.in b/python/setup.py.in index 925cb196..ce1eb2ed 100644 --- a/python/setup.py.in +++ b/python/setup.py.in @@ -2,7 +2,7 @@ from distutils.core import setup from distutils.extension import Extension import re -INC = ['..', 'src/', '../decoder', '../utils', '../mteval'] +INC = ['..', 'cdec/', '../decoder', '../utils', '../mteval'] LIB = ['../decoder', '../utils', '../mteval', '../training/utils', '../klm/lm', '../klm/util', '../klm/util/double-conversion', '../klm/search'] # Set automatically by configure @@ -14,20 +14,18 @@ LDFLAGS = [opt.replace('-R', '-Wl,-rpath,') for opt in LDFLAGS] ext_modules = [ Extension(name='cdec._cdec', - sources=['src/_cdec.cpp'], + sources=['cdec/_cdec.cpp'], include_dirs=INC, library_dirs=LIB, libraries=['cdec', 'utils', 'mteval', 'training_utils', 'klm', 'klm_util', 'klm_util_double', 'ksearch'] + LIBS, extra_compile_args=CPPFLAGS, extra_link_args=LDFLAGS), Extension(name='cdec.sa._sa', - sources=['src/sa/_sa.c', 'src/sa/strmap.cc']) + sources=['cdec/sa/_sa.c', 'cdec/sa/strmap.cc']) ] setup( name='cdec', ext_modules=ext_modules, - requires=['configobj'], - packages=['cdec', 'cdec.sa'], - package_dir={'': 'pkg'} + packages=['cdec', 'cdec.sa'] ) diff --git a/python/src/_cdec.cpp b/python/src/_cdec.cpp deleted file mode 100644 index ae36b773..00000000 --- a/python/src/_cdec.cpp +++ /dev/null @@ -1,29480 +0,0 @@ -/* Generated by Cython 0.19.1 on Sun Jun 2 14:47:49 2013 */ - -#define PY_SSIZE_T_CLEAN -#ifndef CYTHON_USE_PYLONG_INTERNALS -#ifdef PYLONG_BITS_IN_DIGIT -#define CYTHON_USE_PYLONG_INTERNALS 0 -#else -#include "pyconfig.h" -#ifdef PYLONG_BITS_IN_DIGIT -#define CYTHON_USE_PYLONG_INTERNALS 1 -#else -#define CYTHON_USE_PYLONG_INTERNALS 0 -#endif -#endif -#endif -#include "Python.h" -#ifndef Py_PYTHON_H - 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\ - 0 : _PyUnicode_Ready((PyObject *)(op))) - #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) - #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) - #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) -#else - #define CYTHON_PEP393_ENABLED 0 - #define __Pyx_PyUnicode_READY(op) (0) - #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) - #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) - #define __Pyx_PyUnicode_READ(k, d, i) ((k=k), (Py_UCS4)(((Py_UNICODE*)d)[i])) -#endif -#if PY_MAJOR_VERSION >= 3 - #define PyBaseString_Type PyUnicode_Type - #define PyStringObject PyUnicodeObject - #define PyString_Type PyUnicode_Type - #define PyString_Check PyUnicode_Check - #define PyString_CheckExact PyUnicode_CheckExact -#endif -#if PY_VERSION_HEX < 0x02060000 - #define PyBytesObject PyStringObject - #define PyBytes_Type PyString_Type - #define PyBytes_Check PyString_Check - #define PyBytes_CheckExact PyString_CheckExact - #define PyBytes_FromString PyString_FromString - #define PyBytes_FromStringAndSize PyString_FromStringAndSize - #define PyBytes_FromFormat PyString_FromFormat - #define PyBytes_DecodeEscape PyString_DecodeEscape - #define PyBytes_AsString PyString_AsString - #define PyBytes_AsStringAndSize PyString_AsStringAndSize - #define PyBytes_Size PyString_Size - #define PyBytes_AS_STRING PyString_AS_STRING - #define PyBytes_GET_SIZE PyString_GET_SIZE - #define PyBytes_Repr PyString_Repr - #define PyBytes_Concat PyString_Concat - #define PyBytes_ConcatAndDel PyString_ConcatAndDel -#endif -#if PY_MAJOR_VERSION >= 3 - #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) - #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) -#else - #define __Pyx_PyBaseString_Check(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj) || \ - PyString_Check(obj) || PyUnicode_Check(obj)) - #define __Pyx_PyBaseString_CheckExact(obj) (Py_TYPE(obj) == &PyBaseString_Type) -#endif -#if PY_VERSION_HEX < 0x02060000 - #define PySet_Check(obj) PyObject_TypeCheck(obj, &PySet_Type) - #define PyFrozenSet_Check(obj) PyObject_TypeCheck(obj, &PyFrozenSet_Type) -#endif -#ifndef PySet_CheckExact - #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) -#endif -#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) -#if PY_MAJOR_VERSION >= 3 - #define PyIntObject PyLongObject - #define PyInt_Type PyLong_Type - #define PyInt_Check(op) PyLong_Check(op) - #define PyInt_CheckExact(op) PyLong_CheckExact(op) - #define PyInt_FromString PyLong_FromString - #define PyInt_FromUnicode PyLong_FromUnicode - #define PyInt_FromLong PyLong_FromLong - #define PyInt_FromSize_t PyLong_FromSize_t - #define PyInt_FromSsize_t PyLong_FromSsize_t - #define PyInt_AsLong PyLong_AsLong - #define PyInt_AS_LONG PyLong_AS_LONG - #define PyInt_AsSsize_t PyLong_AsSsize_t - #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask - #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask -#endif -#if PY_MAJOR_VERSION >= 3 - #define PyBoolObject PyLongObject -#endif -#if PY_VERSION_HEX < 0x03020000 - typedef long Py_hash_t; - #define __Pyx_PyInt_FromHash_t PyInt_FromLong - #define __Pyx_PyInt_AsHash_t PyInt_AsLong -#else - #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t - #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t -#endif -#if (PY_MAJOR_VERSION < 3) || (PY_VERSION_HEX >= 0x03010300) - #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b) - #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value) - #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b) -#else - #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \ - (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \ - (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \ - (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0))) - #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \ - (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ - (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \ - (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1))) - #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \ - (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ - (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \ - (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1))) -#endif -#if PY_MAJOR_VERSION >= 3 - #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) -#endif -#if PY_VERSION_HEX < 0x02050000 - #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n))) - #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a)) - #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n))) -#else - #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n)) - #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a)) - #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n)) -#endif -#if PY_VERSION_HEX < 0x02050000 - #define __Pyx_NAMESTR(n) ((char *)(n)) - #define __Pyx_DOCSTR(n) ((char *)(n)) -#else - #define __Pyx_NAMESTR(n) (n) - #define __Pyx_DOCSTR(n) (n) -#endif -#ifndef CYTHON_INLINE - #if defined(__GNUC__) - #define CYTHON_INLINE __inline__ - #elif defined(_MSC_VER) - #define CYTHON_INLINE __inline - #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L - #define CYTHON_INLINE inline - #else - #define CYTHON_INLINE - #endif -#endif -#ifndef CYTHON_RESTRICT - #if defined(__GNUC__) - #define CYTHON_RESTRICT __restrict__ - #elif defined(_MSC_VER) - #define CYTHON_RESTRICT __restrict - #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L - #define CYTHON_RESTRICT restrict - #else - #define CYTHON_RESTRICT - #endif -#endif -#ifdef NAN -#define __PYX_NAN() ((float) NAN) -#else -static CYTHON_INLINE float __PYX_NAN() { - /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and - a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is - a quiet NaN. */ - float value; - memset(&value, 0xFF, sizeof(value)); - return value; -} -#endif - - -#if PY_MAJOR_VERSION >= 3 - #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) - #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) -#else - #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) - #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) -#endif - -#ifndef __PYX_EXTERN_C - #ifdef __cplusplus - #define __PYX_EXTERN_C extern "C" - #else - #define __PYX_EXTERN_C extern - #endif -#endif - -#if defined(WIN32) || defined(MS_WINDOWS) -#define _USE_MATH_DEFINES -#endif -#include -#define __PYX_HAVE___cdec -#define __PYX_HAVE_API___cdec -#include "string.h" -#include -#include "ios" -#include "new" -#include "stdexcept" -#include "typeinfo" -#include -#include -#include -#include "utils/weights.h" -#include "utils/logval.h" -#include "utils/wordid.h" -#include "utils/small_vector.h" -#include "utils/sparse_vector.h" -#include "utils/tdict.h" -#include "utils/verbose.h" -#include "utils/fdict.h" -#include "utils/filelib.h" -#include "utils/sampler.h" -#include -#include -#include "decoder/trule.h" -#include "decoder/grammar.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/csplit.h" -#include "decoder/inside_outside.h" -#include "decoder/ff_register.h" -#include "decoder/decoder.h" -#include "observer.h" -#include "stdio.h" -#include "decoder/kbest.h" -#include "mteval/ns.h" -#include "py_scorer.h" -#include "training/utils/candidate_set.h" -#ifdef _OPENMP -#include -#endif /* _OPENMP */ - -#ifdef PYREX_WITHOUT_ASSERTIONS -#define CYTHON_WITHOUT_ASSERTIONS -#endif - -#ifndef CYTHON_UNUSED -# if defined(__GNUC__) -# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) -# define CYTHON_UNUSED __attribute__ ((__unused__)) -# else -# define CYTHON_UNUSED -# endif -# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) -# define CYTHON_UNUSED __attribute__ ((__unused__)) -# else -# define CYTHON_UNUSED -# endif -#endif -typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; - const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/ - -#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 -#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 -#define __PYX_DEFAULT_STRING_ENCODING "" -#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString -#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize -static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); -static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); -#define __Pyx_PyBytes_FromString PyBytes_FromString -#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize -static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char*); -#if PY_MAJOR_VERSION < 3 - #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString - #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize -#else - #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString - #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize -#endif -#define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((char*)s) -#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((char*)s) -#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((char*)s) -#define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((char*)s) -#if PY_MAJOR_VERSION < 3 -static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) -{ - const Py_UNICODE *u_end = u; - while (*u_end++) ; - return u_end - u - 1; -} -#else -#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen -#endif -#define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) -#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode -#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode -#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) -#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); -static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x); -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); -static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); -static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); -#if CYTHON_COMPILING_IN_CPYTHON -#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) -#else -#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) -#endif -#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) -#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII -static int __Pyx_sys_getdefaultencoding_not_ascii; -static int __Pyx_init_sys_getdefaultencoding_params() { - PyObject* sys = NULL; - PyObject* default_encoding = NULL; - PyObject* ascii_chars_u = NULL; - PyObject* ascii_chars_b = NULL; - sys = PyImport_ImportModule("sys"); - if (sys == NULL) goto bad; - default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); - if (default_encoding == NULL) goto bad; - if (strcmp(PyBytes_AsString(default_encoding), "ascii") == 0) { - __Pyx_sys_getdefaultencoding_not_ascii = 0; - } else { - const char* default_encoding_c = PyBytes_AS_STRING(default_encoding); - char ascii_chars[128]; - int c; - for (c = 0; c < 128; c++) { - ascii_chars[c] = c; - } - __Pyx_sys_getdefaultencoding_not_ascii = 1; - ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); - if (ascii_chars_u == NULL) goto bad; - ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); - if (ascii_chars_b == NULL || strncmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { - PyErr_Format( - PyExc_ValueError, - "This module compiled with c_string_encoding=ascii, but default encoding '%s' is not a superset of ascii.", - default_encoding_c); - goto bad; - } - } - Py_XDECREF(sys); - Py_XDECREF(default_encoding); - Py_XDECREF(ascii_chars_u); - Py_XDECREF(ascii_chars_b); - return 0; -bad: - Py_XDECREF(sys); - Py_XDECREF(default_encoding); - Py_XDECREF(ascii_chars_u); - Py_XDECREF(ascii_chars_b); - return -1; -} -#endif -#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 -#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) -#else -#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) -#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT -static char* __PYX_DEFAULT_STRING_ENCODING; -static int __Pyx_init_sys_getdefaultencoding_params() { - PyObject* sys = NULL; - PyObject* default_encoding = NULL; - char* default_encoding_c; - sys = PyImport_ImportModule("sys"); - if (sys == NULL) goto bad; - default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); - if (default_encoding == NULL) goto bad; - default_encoding_c = PyBytes_AS_STRING(default_encoding); - __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c)); - strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); - Py_DECREF(sys); - Py_DECREF(default_encoding); - return 0; -bad: - Py_XDECREF(sys); - Py_XDECREF(default_encoding); - return -1; -} -#endif -#endif - - -#ifdef __GNUC__ - /* Test for GCC > 2.95 */ - #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)) - #define likely(x) __builtin_expect(!!(x), 1) - #define unlikely(x) __builtin_expect(!!(x), 0) - #else /* __GNUC__ > 2 ... */ - #define likely(x) (x) - #define unlikely(x) (x) - #endif /* __GNUC__ > 2 ... */ -#else /* __GNUC__ */ - #define likely(x) (x) - #define unlikely(x) (x) -#endif /* __GNUC__ */ - -static PyObject *__pyx_m; -static PyObject *__pyx_d; -static PyObject *__pyx_b; -static PyObject *__pyx_empty_tuple; -static PyObject *__pyx_empty_bytes; -static int __pyx_lineno; -static int __pyx_clineno = 0; -static const char * __pyx_cfilenm= __FILE__; -static const char *__pyx_filename; - - -static const char *__pyx_f[] = { - "_cdec.pyx", - "vectors.pxi", - "grammar.pxi", - "hypergraph.pxi", - "lattice.pxi", - "mteval.pxi", - "cdec.sa._sa.pxd", -}; - -/*--- Type declarations ---*/ -struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector; -struct __pyx_obj_5_cdec___pyx_scope_struct_24___init__; -struct __pyx_obj_5_cdec_NTRef; -struct __pyx_obj_5_cdec_Scorer; -struct __pyx_obj_4cdec_2sa_3_sa_IntList; -struct __pyx_obj_4cdec_2sa_3_sa_Phrase; -struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__; -struct __pyx_obj_5_cdec_Grammar; -struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines; -struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees; -struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__; -struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase; -struct __pyx_obj_5_cdec_CandidateSet; -struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__; -struct __pyx_obj_5_cdec_TRule; -struct __pyx_obj_4cdec_2sa_3_sa_Rule; -struct __pyx_obj_5_cdec_MRule; -struct __pyx_obj_5_cdec_SegmentEvaluator; -struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr; -struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot; -struct __pyx_obj_5_cdec_Candidate; -struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr; -struct __pyx_obj_5_cdec_NT; -struct __pyx_obj_4cdec_2sa_3_sa_FloatList; -struct __pyx_obj_5_cdec_HypergraphEdge; -struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__; -struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__; -struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__; -struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__; -struct __pyx_obj_5_cdec_Decoder; -struct __pyx_obj_5_cdec_HypergraphNode; -struct __pyx_obj_5_cdec_SparseVector; -struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__; -struct __pyx_obj_5_cdec___pyx_scope_struct____iter__; -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; -struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__; -struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__; -struct __pyx_obj_5_cdec___pyx_scope_struct_3_genexpr; -struct __pyx_obj_5_cdec___pyx_scope_struct_9_kbest_trees; -struct __pyx_obj_5_cdec_Hypergraph; -struct __pyx_obj_5_cdec_Lattice; -struct __pyx_obj_5_cdec___pyx_scope_struct_11_sample; -struct __pyx_obj_5_cdec___pyx_scope_struct_23__make_config; -struct __pyx_obj_5_cdec_TextGrammar; -struct __pyx_opt_args_5_cdec_as_str; - -/* "_cdec.pyx":6 - * cimport decoder - * - * cdef bytes as_str(data, char* error_msg='Cannot convert type %s to str'): # <<<<<<<<<<<<<< - * cdef bytes ret - * if isinstance(data, unicode): - */ -struct __pyx_opt_args_5_cdec_as_str { - int __pyx_n; - char *error_msg; -}; - -/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":25 - * cdef void read_handle(self, FILE* f) - * - * cdef class FeatureVector: # <<<<<<<<<<<<<< - * cdef IntList names - * cdef FloatList values - */ -struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector { - PyObject_HEAD - struct __pyx_obj_4cdec_2sa_3_sa_IntList *names; - struct __pyx_obj_4cdec_2sa_3_sa_FloatList *values; -}; - - -/* "_cdec.pyx":47 - * cdef DenseVector weights - * - * def __init__(self, config_str=None, **config): # <<<<<<<<<<<<<< - * """Decoder('formalism = scfg') -> initialize from configuration string - * Decoder(formalism='scfg') -> initialize from named parameters - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_24___init__ { - PyObject_HEAD - PyObject *__pyx_v_config; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":21 - * return '[%s]' % self.cat - * - * cdef class NTRef: # <<<<<<<<<<<<<< - * cdef public unsigned ref - * def __init__(self, unsigned ref): - */ -struct __pyx_obj_5_cdec_NTRef { - PyObject_HEAD - unsigned int ref; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":121 - * 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; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":12 - * cdef void read_handle(self, FILE* f) - * - * cdef class IntList: # <<<<<<<<<<<<<< - * cdef int size - * cdef int increment - */ -struct __pyx_obj_4cdec_2sa_3_sa_IntList { - PyObject_HEAD - struct __pyx_vtabstruct_4cdec_2sa_3_sa_IntList *__pyx_vtab; - int size; - int increment; - int len; - int *arr; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":29 - * cdef FloatList values - * - * cdef class Phrase: # <<<<<<<<<<<<<< - * cdef int *syms - * cdef int n, *varpos, n_vars - */ -struct __pyx_obj_4cdec_2sa_3_sa_Phrase { - PyObject_HEAD - struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase *__pyx_vtab; - int *syms; - int n; - int *varpos; - int n_vars; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":90 - * return candidate - * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(len(self)): - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_22___iter__ { - PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self; - Py_ssize_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":193 - * super(MRule, self).__init__(lhs, rhs, e, scores, None) - * - * cdef class Grammar: # <<<<<<<<<<<<<< - * cdef shared_ptr[grammar.Grammar]* grammar - * - */ -struct __pyx_obj_5_cdec_Grammar { - PyObject_HEAD - boost::shared_ptr *grammar; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":63 - * def todot(self): - * """lattice.todot() -> Representation of the lattice in GraphViz dot format.""" - * def lines(): # <<<<<<<<<<<<<< - * yield 'digraph lattice {' - * yield 'rankdir = LR;' - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_20_lines { - PyObject_HEAD - struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot *__pyx_outer_scope; - PyObject *__pyx_v_delta; - PyObject *__pyx_v_i; - PyObject *__pyx_v_label; - PyObject *__pyx_v_weight; - Py_ssize_t __pyx_t_0; - PyObject *__pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); - PyObject *__pyx_t_3; - Py_ssize_t __pyx_t_4; - PyObject *(*__pyx_t_5)(PyObject *); -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":108 - * del hypos - * - * def sample_trees(self, unsigned n): # <<<<<<<<<<<<<< - * """hg.sample_trees(n) -> Sample of n trees from the hypergraph.""" - * cdef vector[string]* trees = new vector[string]() - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_12_sample_trees { - PyObject_HEAD - unsigned int __pyx_v_k; - unsigned int __pyx_v_n; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - std::vector *__pyx_v_trees; - size_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":161 - * - * property edges: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(self.hg.edges_.size()): - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_13___get__ { - PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - size_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":5 - * import cdec.sa._sa as _sa - * - * def _phrase(phrase): # <<<<<<<<<<<<<< - * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) - * - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_2__phrase { - PyObject_HEAD - PyObject *__pyx_v_phrase; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":65 - * return result - * - * cdef class CandidateSet: # <<<<<<<<<<<<<< - * cdef shared_ptr[mteval.SegmentEvaluator]* scorer - * cdef mteval.EvaluationMetric* metric - */ -struct __pyx_obj_5_cdec_CandidateSet { - PyObject_HEAD - boost::shared_ptr *scorer; - EvaluationMetric *metric; - training::CandidateSet *cs; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":167 - * - * property nodes: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(self.hg.nodes_.size()): - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_14___get__ { - PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - size_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":49 - * return TRule(lhs, f, e, scores, a) - * - * cdef class TRule: # <<<<<<<<<<<<<< - * cdef shared_ptr[grammar.TRule]* rule - * - */ -struct __pyx_obj_5_cdec_TRule { - PyObject_HEAD - boost::shared_ptr *rule; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":35 - * cdef public int chunklen(self, int k) - * - * cdef class Rule: # <<<<<<<<<<<<<< - * cdef int lhs - * cdef readonly Phrase f, e - */ -struct __pyx_obj_4cdec_2sa_3_sa_Rule { - PyObject_HEAD - int lhs; - struct __pyx_obj_4cdec_2sa_3_sa_Phrase *f; - struct __pyx_obj_4cdec_2sa_3_sa_Phrase *e; - struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *scores; - int n_scores; - PyObject *word_alignments; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":177 - * _phrase(self.f), _phrase(self.e), scores) - * - * cdef class MRule(TRule): # <<<<<<<<<<<<<< - * def __init__(self, lhs, rhs, scores): - * """MRule(lhs, rhs, scores, a=None) -> Monolingual rule. - */ -struct __pyx_obj_5_cdec_MRule { - struct __pyx_obj_5_cdec_TRule __pyx_base; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":100 - * self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) - * - * cdef class SegmentEvaluator: # <<<<<<<<<<<<<< - * cdef shared_ptr[mteval.SegmentEvaluator]* scorer - * cdef mteval.EvaluationMetric* metric - */ -struct __pyx_obj_5_cdec_SegmentEvaluator { - PyObject_HEAD - boost::shared_ptr *scorer; - EvaluationMetric *metric; -}; - - -/* "_cdec.pyx":56 - * 'csplit', 'tagger', 'lexalign'): - * raise InvalidConfig('formalism "%s" unknown' % formalism) - * config_str = '\n'.join('%s = %s' % kv for kv in _make_config(config)) # <<<<<<<<<<<<<< - * cdef istringstream* config_stream = new istringstream(config_str) - * self.dec = new decoder.Decoder(config_stream) - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_25_genexpr { - PyObject_HEAD - struct __pyx_obj_5_cdec___pyx_scope_struct_24___init__ *__pyx_outer_scope; - PyObject *__pyx_v_kv; - PyObject *__pyx_t_0; - Py_ssize_t __pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":61 - * yield self[i] - * - * def todot(self): # <<<<<<<<<<<<<< - * """lattice.todot() -> Representation of the lattice in GraphViz dot format.""" - * def lines(): - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_19_todot { - PyObject_HEAD - struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":12 - * return stats - * - * cdef class Candidate: # <<<<<<<<<<<<<< - * cdef mteval.const_Candidate* candidate - * cdef public float score - */ -struct __pyx_obj_5_cdec_Candidate { - PyObject_HEAD - const training::Candidate *candidate; - float score; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":173 - * - * def __str__(self): - * scores = ' '.join('%s=%s' % feat for feat in self.scores) # <<<<<<<<<<<<<< - * return '%s ||| %s ||| %s ||| %s' % (self.lhs, - * _phrase(self.f), _phrase(self.e), scores) - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_6_genexpr { - PyObject_HEAD - struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ *__pyx_outer_scope; - PyObject *__pyx_v_feat; - PyObject *__pyx_t_0; - Py_ssize_t __pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":8 - * return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) - * - * cdef class NT: # <<<<<<<<<<<<<< - * cdef public bytes cat - * cdef public unsigned ref - */ -struct __pyx_obj_5_cdec_NT { - PyObject_HEAD - PyObject *cat; - unsigned int ref; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/cdec.sa._sa.pxd":3 - * from libc.stdio cimport FILE - * - * cdef class FloatList: # <<<<<<<<<<<<<< - * cdef int size - * cdef int increment - */ -struct __pyx_obj_4cdec_2sa_3_sa_FloatList { - PyObject_HEAD - struct __pyx_vtabstruct_4cdec_2sa_3_sa_FloatList *__pyx_vtab; - int size; - int increment; - int len; - float *arr; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":196 - * return vector - * - * cdef class HypergraphEdge: # <<<<<<<<<<<<<< - * cdef hypergraph.Hypergraph* hg - * cdef hypergraph.HypergraphEdge* edge - */ -struct __pyx_obj_5_cdec_HypergraphEdge { - PyObject_HEAD - struct __pyx_vtabstruct_5_cdec_HypergraphEdge *__pyx_vtab; - Hypergraph *hg; - Hypergraph::Edge *edge; - struct __pyx_obj_5_cdec_TRule *trule; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":72 - * self.vector.set_value(fid, value) - * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) - * cdef unsigned i - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_1___iter__ { - PyObject_HEAD - unsigned int __pyx_v_i; - FastSparseVector::const_iterator *__pyx_v_it; - struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self; - size_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":256 - * - * property in_edges: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(self.node.in_edges_.size()): - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_16___get__ { - PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self; - size_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":131 - * - * property a: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_4___get__ { - PyObject_HEAD - std::vector *__pyx_v_a; - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_TRule *__pyx_v_self; - size_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/lattice.pxi":56 - * return unicode(str(self), 'utf8') - * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(len(self)): - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_18___iter__ { - PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_Lattice *__pyx_v_self; - Py_ssize_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "_cdec.pyx":43 - * yield key, str(value) - * - * cdef class Decoder: # <<<<<<<<<<<<<< - * cdef decoder.Decoder* dec - * cdef DenseVector weights - */ -struct __pyx_obj_5_cdec_Decoder { - PyObject_HEAD - Decoder *dec; - struct __pyx_obj_5_cdec_DenseVector *weights; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":246 - * raise NotImplemented('comparison not implemented for HypergraphEdge') - * - * cdef class HypergraphNode: # <<<<<<<<<<<<<< - * cdef hypergraph.Hypergraph* hg - * cdef hypergraph.HypergraphNode* node - */ -struct __pyx_obj_5_cdec_HypergraphNode { - PyObject_HEAD - struct __pyx_vtabstruct_5_cdec_HypergraphNode *__pyx_vtab; - Hypergraph *hg; - Hypergraph::Node *node; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":48 - * return sparse - * - * cdef class SparseVector: # <<<<<<<<<<<<<< - * cdef FastSparseVector[weight_t]* vector - * - */ -struct __pyx_obj_5_cdec_SparseVector { - PyObject_HEAD - FastSparseVector *vector; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":262 - * - * property out_edges: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(self.node.out_edges_.size()): - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_17___get__ { - PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self; - size_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":32 - * self.vector[0][fid] = value - * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef unsigned fid - * for fid in range(1, self.vector.size()): - */ -struct __pyx_obj_5_cdec___pyx_scope_struct____iter__ { - PyObject_HEAD - unsigned int __pyx_v_fid; - struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self; - size_t __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":44 - * return self.stats.size() - * - * def __iter__(self): # <<<<<<<<<<<<<< - * for i in range(len(self)): - * yield self[i] - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_21___iter__ { - PyObject_HEAD - PyObject *__pyx_v_i; - struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self; - Py_ssize_t __pyx_t_0; - PyObject *__pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/vectors.pxi":3 - * from cython.operator cimport preincrement as pinc - * - * cdef class DenseVector: # <<<<<<<<<<<<<< - * cdef vector[weight_t]* vector - * cdef bint owned # if True, do not manage memory - */ -struct __pyx_obj_5_cdec_DenseVector { - PyObject_HEAD - std::vector *vector; - int owned; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":199 - * del self.grammar - * - * def __iter__(self): # <<<<<<<<<<<<<< - * cdef grammar.const_GrammarIter* root = self.grammar.get().GetRoot() - * cdef grammar.const_RuleBin* rbin = root.GetRules() - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_7___iter__ { - PyObject_HEAD - unsigned int __pyx_v_i; - const RuleBin *__pyx_v_rbin; - const GrammarIter *__pyx_v_root; - struct __pyx_obj_5_cdec_Grammar *__pyx_v_self; - struct __pyx_obj_5_cdec_TRule *__pyx_v_trule; - int __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/mteval.pxi":176 - * 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 - * - * cdef class SufficientStats: # <<<<<<<<<<<<<< - * cdef mteval.SufficientStats* stats - * cdef mteval.EvaluationMetric* metric - */ -struct __pyx_obj_5_cdec_SufficientStats { - PyObject_HEAD - SufficientStats *stats; - EvaluationMetric *metric; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":49 - * return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') - * - * def kbest(self, size): # <<<<<<<<<<<<<< - * """hg.kbest(size) -> List of k-best hypotheses in the hypergraph.""" - * cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal]* derivations = new kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal](self.hg[0], size) - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_8_kbest { - PyObject_HEAD - KBest::KBestDerivations,ESentenceTraversal>::Derivation *__pyx_v_derivation; - KBest::KBestDerivations,ESentenceTraversal> *__pyx_v_derivations; - unsigned int __pyx_v_k; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_size; - unsigned int __pyx_t_0; - long __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":81 - * del e_derivations - * - * def kbest_features(self, size): # <<<<<<<<<<<<<< - * """hg.kbest_trees(size) -> List of k-best feature vectors in the hypergraph.""" - * cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_10_kbest_features { - PyObject_HEAD - KBest::KBestDerivations,FeatureVectorTraversal>::Derivation *__pyx_v_derivation; - KBest::KBestDerivations,FeatureVectorTraversal> *__pyx_v_derivations; - struct __pyx_obj_5_cdec_SparseVector *__pyx_v_fmap; - unsigned int __pyx_v_k; - struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self; - PyObject *__pyx_v_size; - unsigned int __pyx_t_0; - long __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/hypergraph.pxi":216 - * - * property tail_nodes: - * def __get__(self): # <<<<<<<<<<<<<< - * cdef unsigned i - * for i in range(self.edge.tail_nodes_.size()): - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_15___get__ { - PyObject_HEAD - unsigned int __pyx_v_i; - struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self; - unsigned int __pyx_t_0; - unsigned int __pyx_t_1; -}; - - -/* "/Users/vchahun/Sandbox/cdec/python/src/grammar.pxi":172 - * self.rule.get().lhs_ = -TDConvert(( lhs).cat) - * - * def __str__(self): # <<<<<<<<<<<<<< - * scores = ' '.join('%s=%s' % feat for feat in self.scores) - * return '%s ||| %s ||| %s ||| %s' % (self.lhs, - */ -struct __pyx_obj_5_cdec___pyx_scope_struct_5___str__ { - PyObject_HEAD - struct __pyx_obj_5_cdec_TRule *__pyx_v_self; 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-static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m, - PyObject *dict); -static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m, - PyObject *dict); -static int __Pyx_CyFunction_init(void); - -static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value); /*proto*/ - -static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ -#if CYTHON_COMPILING_IN_PYPY -#define __Pyx_PyObject_AsDouble(obj) \ -(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \ - likely(PyInt_CheckExact(obj)) ? \ - PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj)) -#else -#define __Pyx_PyObject_AsDouble(obj) \ -((likely(PyFloat_CheckExact(obj))) ? \ - PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj)) -#endif - -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ - -#include - -static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ - -static void* __Pyx_GetVtable(PyObject *dict); /*proto*/ - -static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ -static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ - -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); /*proto*/ - -static PyObject *__Pyx_FindPy2Metaclass(PyObject *bases); /*proto*/ - -static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *name, - PyObject *qualname, PyObject *modname); /*proto*/ - -#ifndef __Pyx_CppExn2PyErr -#include -#include -#include -#include -static void __Pyx_CppExn2PyErr() { - try { - if (PyErr_Occurred()) - ; // let the latest Python exn pass through and ignore the current one - else - throw; - } catch (const std::bad_alloc& exn) { - PyErr_SetString(PyExc_MemoryError, exn.what()); - } catch (const std::bad_cast& exn) { - PyErr_SetString(PyExc_TypeError, exn.what()); - } catch (const std::domain_error& exn) { - PyErr_SetString(PyExc_ValueError, exn.what()); - } catch (const std::invalid_argument& exn) { - PyErr_SetString(PyExc_ValueError, exn.what()); - } catch (const std::ios_base::failure& exn) { - PyErr_SetString(PyExc_IOError, exn.what()); - } catch (const std::out_of_range& exn) { - PyErr_SetString(PyExc_IndexError, exn.what()); - } catch (const std::overflow_error& exn) { - PyErr_SetString(PyExc_OverflowError, exn.what()); - } catch (const std::range_error& exn) { - PyErr_SetString(PyExc_ArithmeticError, exn.what()); - } catch (const std::underflow_error& exn) { - PyErr_SetString(PyExc_ArithmeticError, exn.what()); 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- -static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *); - -static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *); - -static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *); - -static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *); - -static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); - -static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); - -static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ - -#define __Pyx_Generator_USED -#include -#include -typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); -typedef struct { - PyObject_HEAD - __pyx_generator_body_t body; - PyObject *closure; - PyObject *exc_type; - PyObject *exc_value; - PyObject *exc_traceback; - PyObject *gi_weakreflist; - PyObject *classobj; - PyObject *yieldfrom; - int resume_label; - char is_running; // using T_BOOL for property below requires char value -} __pyx_GeneratorObject; -static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, - PyObject *closure); -static int __pyx_Generator_init(void); -static int __Pyx_Generator_clear(PyObject* self); -#if 1 || PY_VERSION_HEX < 0x030300B0 -static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue); -#else -#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue) -#endif - -static int __Pyx_check_binary_version(void); - -#if !defined(__Pyx_PyIdentifier_FromString) -#if PY_MAJOR_VERSION < 3 - #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s) -#else - #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s) -#endif -#endif - -static PyObject *__Pyx_ImportModule(const char *name); /*proto*/ - -static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); /*proto*/ - -static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig); /*proto*/ - -typedef struct { - int code_line; - PyCodeObject* code_object; -} __Pyx_CodeObjectCacheEntry; -struct __Pyx_CodeObjectCache { - int count; - int max_count; - __Pyx_CodeObjectCacheEntry* entries; -}; -static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); -static PyCodeObject *__pyx_find_code_object(int code_line); -static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); - -static void __Pyx_AddTraceback(const char *funcname, int c_line, - int py_line, const char *filename); /*proto*/ - -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ - - -/* Module declarations from 'libc.string' */ - -/* Module declarations from 'libcpp.string' */ - -/* Module declarations from 'libcpp.vector' */ - -/* Module declarations from 'libcpp.utility' */ - -/* Module declarations from 'libcpp.pair' */ - -/* Module declarations from 'utils' */ - -/* Module declarations from 'grammar' */ - -/* Module declarations from 'lattice' */ - -/* Module declarations from 'hypergraph' */ - -/* Module declarations from 'decoder' */ - -/* Module declarations from 'libc.stdio' */ - -/* Module declarations from 'cdec.sa._sa' */ -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_FloatList = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_IntList = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_FeatureVector = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Phrase = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Rule = 0; -static char *(*__pyx_f_4cdec_2sa_3_sa_sym_tostring)(int); /*proto*/ -static char *(*__pyx_f_4cdec_2sa_3_sa_sym_tocat)(int); /*proto*/ -static int (*__pyx_f_4cdec_2sa_3_sa_sym_isvar)(int); /*proto*/ -static int (*__pyx_f_4cdec_2sa_3_sa_sym_getindex)(int); /*proto*/ - -/* Module declarations from 'kbest' */ - -/* Module declarations from 'mteval' */ - -/* Module declarations from '_cdec' */ -static PyTypeObject *__pyx_ptype_5_cdec_Scorer = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_24___init__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec_NTRef = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_22___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec_Grammar = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_20_lines = 0; 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-static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_16___get__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_4___get__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_18___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec_Decoder = 0; -static PyTypeObject *__pyx_ptype_5_cdec_HypergraphNode = 0; -static PyTypeObject *__pyx_ptype_5_cdec_SparseVector = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_17___get__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct____iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_21___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec_DenseVector = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec_Metric = 0; -static PyTypeObject *__pyx_ptype_5_cdec_SufficientStats = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_8_kbest = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_10_kbest_features = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_15___get__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_5___str__ = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_9_kbest_trees = 0; -static PyTypeObject *__pyx_ptype_5_cdec_Hypergraph = 0; -static PyTypeObject *__pyx_ptype_5_cdec_Lattice = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_11_sample = 0; -static PyTypeObject *__pyx_ptype_5_cdec___pyx_scope_struct_23__make_config = 0; -static PyTypeObject *__pyx_ptype_5_cdec_TextGrammar = 0; -static PyObject *__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_TRule *__pyx_f_5_cdec_convert_rule(struct __pyx_obj_4cdec_2sa_3_sa_Rule *); /*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 *, SufficientStats *); /*proto*/ -static std::string __pyx_convert_string_from_py_(PyObject *); /*proto*/ -#define __Pyx_MODULE_NAME "_cdec" -int __pyx_module_is_main__cdec = 0; - -/* Implementation of '_cdec' */ -static PyObject *__pyx_builtin_Exception; -static PyObject *__pyx_builtin_TypeError; -static PyObject *__pyx_builtin_KeyError; -static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_NotImplemented; -static PyObject *__pyx_builtin_super; -static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_eval; -static PyObject *__pyx_builtin_enumerate; -static PyObject *__pyx_builtin_IndexError; -static PyObject *__pyx_builtin_open; -static int __pyx_pf_5_cdec_11DenseVector___init__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static void __pyx_pf_5_cdec_11DenseVector_2__dealloc__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static Py_ssize_t __pyx_pf_5_cdec_11DenseVector_4__len__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_6__getitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static int __pyx_pf_5_cdec_11DenseVector_8__setitem__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_10__iter__(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_13dot(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_11DenseVector_15tosparse(struct __pyx_obj_5_cdec_DenseVector *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_12SparseVector___init__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static void __pyx_pf_5_cdec_12SparseVector_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_4copy(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_6__getitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static int __pyx_pf_5_cdec_12SparseVector_8__setitem__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname, float __pyx_v_value); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_10__iter__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_13dot(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_15__richcmp__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y, int __pyx_v_op); /* proto */ -static Py_ssize_t __pyx_pf_5_cdec_12SparseVector_17__len__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_12SparseVector_19__contains__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, char *__pyx_v_fname); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_21__neg__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_23__iadd__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_25__isub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_27__imul__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ -#if PY_MAJOR_VERSION < 3 -static PyObject *__pyx_pf_5_cdec_12SparseVector_29__idiv__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_self, float __pyx_v_scalar); /* proto */ -#endif -static PyObject *__pyx_pf_5_cdec_12SparseVector_31__add__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_33__sub__(struct __pyx_obj_5_cdec_SparseVector *__pyx_v_x, struct __pyx_obj_5_cdec_SparseVector *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_5_cdec_12SparseVector_35__mul__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ -#if PY_MAJOR_VERSION < 3 -static PyObject *__pyx_pf_5_cdec_12SparseVector_37__div__(PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ -#endif -static PyObject *__pyx_pf_5_cdec_7_phrase_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_5_cdec__phrase(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_phrase); /* proto */ -static int __pyx_pf_5_cdec_2NT___init__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_cat, unsigned int __pyx_v_ref); /* proto */ -static PyObject *__pyx_pf_5_cdec_2NT_2__str__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_2NT_3cat___get__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_2NT_3cat_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_5_cdec_2NT_3cat_4__del__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_2NT_3ref___get__(struct __pyx_obj_5_cdec_NT *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_2NT_3ref_2__set__(struct __pyx_obj_5_cdec_NT *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_5_cdec_5NTRef___init__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, unsigned int __pyx_v_ref); /* proto */ -static PyObject *__pyx_pf_5_cdec_5NTRef_2__str__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_5NTRef_3ref___get__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_5NTRef_3ref_2__set__(struct __pyx_obj_5_cdec_NTRef *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_5_cdec_5TRule___init__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_lhs, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_a); /* proto */ -static void __pyx_pf_5_cdec_5TRule_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_5arity___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_1f___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_5TRule_1f_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_1e___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_5TRule_1e_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_e); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_1a___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_5TRule_1a_3__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_a); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_6scores___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_5TRule_6scores_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_scores); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_3lhs___get__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_5TRule_3lhs_2__set__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self, PyObject *__pyx_v_lhs); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_7__str___genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_5TRule_4__str__(struct __pyx_obj_5_cdec_TRule *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_5MRule___init__(struct __pyx_obj_5_cdec_MRule *__pyx_v_self, PyObject *__pyx_v_lhs, PyObject *__pyx_v_rhs, PyObject *__pyx_v_scores); /* proto */ -static void __pyx_pf_5_cdec_7Grammar___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Grammar_2__iter__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Grammar_4name___get__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_7Grammar_4name_2__set__(struct __pyx_obj_5_cdec_Grammar *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ -static int __pyx_pf_5_cdec_11TextGrammar___init__(struct __pyx_obj_5_cdec_TextGrammar *__pyx_v_self, PyObject *__pyx_v_rules); /* proto */ -static void __pyx_pf_5_cdec_10Hypergraph___dealloc__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_2viterbi(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_4viterbi_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_6viterbi_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_8viterbi_forest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_10viterbi_joshua(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_12kbest(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_15kbest_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_18kbest_features(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_size); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_21sample(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_24sample_trees(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, unsigned int __pyx_v_n); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_27intersect(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_29prune(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_beam_alpha, PyObject *__pyx_v_density, PyObject *__pyx_v_kwargs); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_31lattice(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_33plf(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_35reweight(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_5edges___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_5nodes___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_4goal___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_6npaths___get__(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_10Hypergraph_37inside_outside(struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_self); /* proto */ -static Py_ssize_t __pyx_pf_5_cdec_14HypergraphEdge___len__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_9head_node___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_10tail_nodes___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4span___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_8src_span___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_14feature_values___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_4prob___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_2__richcmp__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_y, int __pyx_v_op); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphEdge_5trule___get__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_2__set__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_5_cdec_14HypergraphEdge_5trule_4__del__(struct __pyx_obj_5_cdec_HypergraphEdge *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphNode_8in_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphNode_9out_edges___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphNode_4span___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphNode_3cat___get__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_14HypergraphNode___richcmp__(struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_x, struct __pyx_obj_5_cdec_HypergraphNode *__pyx_v_y, int __pyx_v_op); /* proto */ -static int __pyx_pf_5_cdec_7Lattice___cinit__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_7Lattice_2__init__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, PyObject *__pyx_v_inp); /* proto */ -static void __pyx_pf_5_cdec_7Lattice_4__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_6__getitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index); /* proto */ -static int __pyx_pf_5_cdec_7Lattice_8__setitem__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self, int __pyx_v_index, PyObject *__pyx_v_arcs); /* proto */ -static Py_ssize_t __pyx_pf_5_cdec_7Lattice_10__len__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_12__str__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_14__unicode__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_16__iter__(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_5todot_lines(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_19todot(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Lattice_21as_hypergraph(struct __pyx_obj_5_cdec_Lattice *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_9Candidate_5words___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_9Candidate_4fmap___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_9Candidate_5score___get__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_9Candidate_5score_2__set__(struct __pyx_obj_5_cdec_Candidate *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static void __pyx_pf_5_cdec_15SufficientStats___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_15SufficientStats_5score___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_15SufficientStats_6detail___get__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ -static Py_ssize_t __pyx_pf_5_cdec_15SufficientStats_2__len__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_15SufficientStats_4__iter__(struct __pyx_obj_5_cdec_SufficientStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_15SufficientStats_7__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 */ -static PyObject *__pyx_pf_5_cdec_12CandidateSet_6__getitem__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, int __pyx_v_k); /* proto */ -static PyObject *__pyx_pf_5_cdec_12CandidateSet_8__iter__(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_12CandidateSet_11add_kbest(struct __pyx_obj_5_cdec_CandidateSet *__pyx_v_self, struct __pyx_obj_5_cdec_Hypergraph *__pyx_v_hypergraph, unsigned int __pyx_v_k); /* proto */ -static void __pyx_pf_5_cdec_16SegmentEvaluator___dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_2evaluate(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self, PyObject *__pyx_v_sentence); /* proto */ -static PyObject *__pyx_pf_5_cdec_16SegmentEvaluator_4candidate_set(struct __pyx_obj_5_cdec_SegmentEvaluator *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_6Scorer___cinit__(struct __pyx_obj_5_cdec_Scorer *__pyx_v_self, 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_2set_silent(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_yn); /* proto */ -static PyObject *__pyx_pf_5_cdec_4_make_config(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_config); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Decoder_8__init___genexpr(PyObject *__pyx_self); /* proto */ -static int __pyx_pf_5_cdec_7Decoder___init__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_config_str, PyObject *__pyx_v_config); /* proto */ -static void __pyx_pf_5_cdec_7Decoder_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Decoder_7weights___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ -static int __pyx_pf_5_cdec_7Decoder_7weights_2__set__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Decoder_9formalism___get__(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Decoder_4read_weights(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_weights); /* proto */ -static PyObject *__pyx_pf_5_cdec_7Decoder_6translate(struct __pyx_obj_5_cdec_Decoder *__pyx_v_self, PyObject *__pyx_v_sentence, PyObject *__pyx_v_grammar); /* proto */ -static PyObject *__pyx_tp_new_5_cdec_Scorer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_24___init__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_NTRef(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_22___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_Grammar(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_20_lines(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_12_sample_trees(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_13___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_2__phrase(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_CandidateSet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_14___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_TRule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_3_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_MRule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_SegmentEvaluator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_25_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_19_todot(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_Candidate(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_6_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_NT(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_HypergraphEdge(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_16___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_4___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_18___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_Decoder(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_HypergraphNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_SparseVector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_17___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_21___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_DenseVector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec___pyx_scope_struct_7___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_5_cdec_Metric(PyTypeObject *t, PyObject *a, PyObject *k); 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#if CYTHON_COMPILING_IN_CPYTHON - { - PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_MRule, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { - __pyx_wrapperbase_5_cdec_5MRule___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; - __pyx_wrapperbase_5_cdec_5MRule___init__.doc = __pyx_doc_5_cdec_5MRule___init__; - ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_5MRule___init__; - } - } - #endif - if (__Pyx_SetAttrString(__pyx_m, "MRule", (PyObject *)&__pyx_type_5_cdec_MRule) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_MRule = &__pyx_type_5_cdec_MRule; - if (PyType_Ready(&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "SegmentEvaluator", (PyObject *)&__pyx_type_5_cdec_SegmentEvaluator) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_SegmentEvaluator = &__pyx_type_5_cdec_SegmentEvaluator; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_25_genexpr) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_25_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_25_genexpr; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_19_todot) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_19_todot = &__pyx_type_5_cdec___pyx_scope_struct_19_todot; - if (PyType_Ready(&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Candidate", (PyObject *)&__pyx_type_5_cdec_Candidate) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_Candidate = &__pyx_type_5_cdec_Candidate; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_6_genexpr = &__pyx_type_5_cdec___pyx_scope_struct_6_genexpr; - if (PyType_Ready(&__pyx_type_5_cdec_NT) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - #if CYTHON_COMPILING_IN_CPYTHON - { - PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_NT, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { - __pyx_wrapperbase_5_cdec_2NT___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; - __pyx_wrapperbase_5_cdec_2NT___init__.doc = __pyx_doc_5_cdec_2NT___init__; - ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_2NT___init__; - } - } - #endif - if (__Pyx_SetAttrString(__pyx_m, "NT", (PyObject *)&__pyx_type_5_cdec_NT) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_NT = &__pyx_type_5_cdec_NT; - __pyx_vtabptr_5_cdec_HypergraphEdge = &__pyx_vtable_5_cdec_HypergraphEdge; - __pyx_vtable_5_cdec_HypergraphEdge.init = (PyObject *(*)(struct __pyx_obj_5_cdec_HypergraphEdge *, Hypergraph *, unsigned int))__pyx_f_5_cdec_14HypergraphEdge_init; - if (PyType_Ready(&__pyx_type_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_5_cdec_HypergraphEdge.tp_dict, __pyx_vtabptr_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "HypergraphEdge", (PyObject *)&__pyx_type_5_cdec_HypergraphEdge) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_HypergraphEdge = &__pyx_type_5_cdec_HypergraphEdge; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_1___iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_1___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_1___iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_16___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_16___get__ = &__pyx_type_5_cdec___pyx_scope_struct_16___get__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_4___get__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_4___get__ = &__pyx_type_5_cdec___pyx_scope_struct_4___get__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_18___iter__) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_18___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_18___iter__; - if (PyType_Ready(&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - #if CYTHON_COMPILING_IN_CPYTHON - { - PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_Decoder, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { - __pyx_wrapperbase_5_cdec_7Decoder___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; - __pyx_wrapperbase_5_cdec_7Decoder___init__.doc = __pyx_doc_5_cdec_7Decoder___init__; - ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_7Decoder___init__; - } - } - #endif - if (__Pyx_SetAttrString(__pyx_m, "Decoder", (PyObject *)&__pyx_type_5_cdec_Decoder) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_Decoder = &__pyx_type_5_cdec_Decoder; - __pyx_vtabptr_5_cdec_HypergraphNode = &__pyx_vtable_5_cdec_HypergraphNode; - __pyx_vtable_5_cdec_HypergraphNode.init = (PyObject *(*)(struct __pyx_obj_5_cdec_HypergraphNode *, Hypergraph *, unsigned int))__pyx_f_5_cdec_14HypergraphNode_init; - if (PyType_Ready(&__pyx_type_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_5_cdec_HypergraphNode.tp_dict, __pyx_vtabptr_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "HypergraphNode", (PyObject *)&__pyx_type_5_cdec_HypergraphNode) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_HypergraphNode = &__pyx_type_5_cdec_HypergraphNode; - if (PyType_Ready(&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - #if CYTHON_COMPILING_IN_CPYTHON - { - PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_SparseVector, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { - __pyx_wrapperbase_5_cdec_12SparseVector___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; - __pyx_wrapperbase_5_cdec_12SparseVector___init__.doc = __pyx_doc_5_cdec_12SparseVector___init__; - ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_12SparseVector___init__; - } - } - #endif - if (__Pyx_SetAttrString(__pyx_m, "SparseVector", (PyObject *)&__pyx_type_5_cdec_SparseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_SparseVector = &__pyx_type_5_cdec_SparseVector; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_17___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_17___get__ = &__pyx_type_5_cdec___pyx_scope_struct_17___get__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct____iter__ = &__pyx_type_5_cdec___pyx_scope_struct____iter__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_21___iter__) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 44; __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_DenseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - #if CYTHON_COMPILING_IN_CPYTHON - { - PyObject *wrapper = __Pyx_GetAttrString((PyObject *)&__pyx_type_5_cdec_DenseVector, "__init__"); if (unlikely(!wrapper)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) { - __pyx_wrapperbase_5_cdec_11DenseVector___init__ = *((PyWrapperDescrObject *)wrapper)->d_base; - __pyx_wrapperbase_5_cdec_11DenseVector___init__.doc = __pyx_doc_5_cdec_11DenseVector___init__; - ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5_cdec_11DenseVector___init__; - } - } - #endif - if (__Pyx_SetAttrString(__pyx_m, "DenseVector", (PyObject *)&__pyx_type_5_cdec_DenseVector) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_DenseVector = &__pyx_type_5_cdec_DenseVector; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_7___iter__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_7___iter__ = &__pyx_type_5_cdec___pyx_scope_struct_7___iter__; - if (PyType_Ready(&__pyx_type_5_cdec_Metric) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Metric", (PyObject *)&__pyx_type_5_cdec_Metric) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_Metric = &__pyx_type_5_cdec_Metric; - if (PyType_Ready(&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "SufficientStats", (PyObject *)&__pyx_type_5_cdec_SufficientStats) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec_SufficientStats = &__pyx_type_5_cdec_SufficientStats; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_8_kbest) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_8_kbest = &__pyx_type_5_cdec___pyx_scope_struct_8_kbest; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_10_kbest_features) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_10_kbest_features = &__pyx_type_5_cdec___pyx_scope_struct_10_kbest_features; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_15___get__) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_15___get__ = &__pyx_type_5_cdec___pyx_scope_struct_15___get__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_5___str__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_5___str__ = &__pyx_type_5_cdec___pyx_scope_struct_5___str__; - if (PyType_Ready(&__pyx_type_5_cdec___pyx_scope_struct_9_kbest_trees) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5_cdec___pyx_scope_struct_9_kbest_trees = &__pyx_type_5_cdec___pyx_scope_struct_9_kbest_trees; - __pyx_vtabptr_5_cdec_Hypergraph = &__pyx_vtable_5_cdec_Hypergraph; - __pyx_vtable_5_cdec_Hypergraph._rng = (MT19937 *(*)(struct __pyx_obj_5_cdec_Hypergraph *))__pyx_f_5_cdec_10Hypergraph__rng; - if (PyType_Ready(&__pyx_type_5_cdec_Hypergraph) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - 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#endif -} - -/* Runtime support code */ -#if CYTHON_REFNANNY -static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { - PyObject *m = NULL, *p = NULL; - void *r = NULL; - m = PyImport_ImportModule((char *)modname); - if (!m) goto end; - p = PyObject_GetAttrString(m, (char *)"RefNannyAPI"); - if (!p) goto end; - r = PyLong_AsVoidPtr(p); -end: - Py_XDECREF(p); - Py_XDECREF(m); - return (__Pyx_RefNannyAPIStruct *)r; -} -#endif /* CYTHON_REFNANNY */ - -static PyObject *__Pyx_GetBuiltinName(PyObject *name) { - PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name); - if (unlikely(!result)) { - PyErr_Format(PyExc_NameError, -#if PY_MAJOR_VERSION >= 3 - "name '%U' is not defined", name); -#else - "name '%s' is not defined", PyString_AS_STRING(name)); -#endif - } - return result; -} - -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->curexc_type; - tmp_value = tstate->curexc_value; - tmp_tb = tstate->curexc_traceback; - tstate->curexc_type = type; - tstate->curexc_value = value; - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_Restore(type, value, tb); -#endif -} -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - *type = tstate->curexc_type; - *value = tstate->curexc_value; - *tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(type, value, tb); -#endif -} - -#if PY_MAJOR_VERSION < 3 -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, - CYTHON_UNUSED PyObject *cause) { - Py_XINCREF(type); - if (!value || value == Py_None) - value = NULL; - else - Py_INCREF(value); - if (!tb || tb == Py_None) - tb = NULL; - else { - Py_INCREF(tb); - if (!PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto raise_error; - } - } - #if PY_VERSION_HEX < 0x02050000 - if (PyClass_Check(type)) { - #else - if (PyType_Check(type)) { - #endif -#if CYTHON_COMPILING_IN_PYPY - if (!value) { - Py_INCREF(Py_None); - value = Py_None; - } -#endif - PyErr_NormalizeException(&type, &value, &tb); - } else { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto raise_error; - } - value = type; - #if PY_VERSION_HEX < 0x02050000 - if (PyInstance_Check(type)) { - type = (PyObject*) ((PyInstanceObject*)type)->in_class; - Py_INCREF(type); - } else { - type = 0; - PyErr_SetString(PyExc_TypeError, - "raise: exception must be an old-style class or instance"); - goto raise_error; - } - #else - type = (PyObject*) Py_TYPE(type); - Py_INCREF(type); - if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { - PyErr_SetString(PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto raise_error; - } - #endif - } - __Pyx_ErrRestore(type, value, tb); - return; -raise_error: - Py_XDECREF(value); - Py_XDECREF(type); - Py_XDECREF(tb); - return; -} -#else /* Python 3+ */ -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { - PyObject* owned_instance = NULL; - if (tb == Py_None) { - tb = 0; - } else if (tb && !PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto bad; - } - if (value == Py_None) - value = 0; - if (PyExceptionInstance_Check(type)) { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto bad; - } - value = type; - type = (PyObject*) Py_TYPE(value); - } else if (PyExceptionClass_Check(type)) { - PyObject *args; - if (!value) - args = PyTuple_New(0); - else if (PyTuple_Check(value)) { - Py_INCREF(value); - args = value; - } else - args = PyTuple_Pack(1, value); - if (!args) - goto bad; - owned_instance = PyEval_CallObject(type, args); - Py_DECREF(args); - if (!owned_instance) - goto bad; - value = owned_instance; - if (!PyExceptionInstance_Check(value)) { - PyErr_Format(PyExc_TypeError, - "calling %R should have returned an instance of " - "BaseException, not %R", - type, Py_TYPE(value)); - goto bad; - } - } else { - PyErr_SetString(PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto bad; - } -#if PY_VERSION_HEX >= 0x03030000 - if (cause) { -#else - if (cause && cause != Py_None) { -#endif - PyObject *fixed_cause; - if (cause == Py_None) { - fixed_cause = NULL; - } else if (PyExceptionClass_Check(cause)) { - fixed_cause = PyObject_CallObject(cause, NULL); - if (fixed_cause == NULL) - goto bad; - } else if (PyExceptionInstance_Check(cause)) { - fixed_cause = cause; - Py_INCREF(fixed_cause); - } else { - PyErr_SetString(PyExc_TypeError, - "exception causes must derive from " - "BaseException"); - goto bad; - } - PyException_SetCause(value, fixed_cause); - } - PyErr_SetObject(type, value); - if (tb) { - PyThreadState *tstate = PyThreadState_GET(); - PyObject* tmp_tb = tstate->curexc_traceback; - if (tb != tmp_tb) { - Py_INCREF(tb); - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_tb); - } - } -bad: - Py_XDECREF(owned_instance); - return; -} -#endif - -static void __Pyx_RaiseArgtupleInvalid( - const char* func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found) -{ - Py_ssize_t num_expected; - const char *more_or_less; - if (num_found < num_min) { - num_expected = num_min; - more_or_less = "at least"; - } else { - num_expected = num_max; - more_or_less = "at most"; - } - if (exact) { - more_or_less = "exactly"; - } - PyErr_Format(PyExc_TypeError, - "%s() takes %s %" CYTHON_FORMAT_SSIZE_T "d positional argument%s (%" CYTHON_FORMAT_SSIZE_T "d given)", - func_name, more_or_less, num_expected, - (num_expected == 1) ? "" : "s", num_found); -} - -static CYTHON_INLINE int __Pyx_CheckKeywordStrings( - PyObject *kwdict, - const char* function_name, - int kw_allowed) -{ - PyObject* key = 0; - Py_ssize_t pos = 0; -#if CPYTHON_COMPILING_IN_PYPY - if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0)) - goto invalid_keyword; - return 1; -#else - while (PyDict_Next(kwdict, &pos, &key, 0)) { - #if PY_MAJOR_VERSION < 3 - if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) - #endif - if (unlikely(!PyUnicode_Check(key))) - 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; -#endif -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 int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, - const char *name, int exact) -{ - if (!type) { - PyErr_Format(PyExc_SystemError, "Missing type object"); - return 0; - } - if (none_allowed && obj == Py_None) return 1; - else if (exact) { - if (Py_TYPE(obj) == type) return 1; - } - else { - if (PyObject_TypeCheck(obj, type)) return 1; - } - PyErr_Format(PyExc_TypeError, - "Argument '%s' has incorrect type (expected %s, got %s)", - name, type->tp_name, Py_TYPE(obj)->tp_name); - return 0; -} - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_Format(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(PyObject_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); - return 0; -} - -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { - PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); -} - -static void __Pyx_RaiseDoubleKeywordsError( - const char* func_name, - PyObject* kw_name) -{ - PyErr_Format(PyExc_TypeError, - #if PY_MAJOR_VERSION >= 3 - "%s() got multiple values for keyword argument '%U'", func_name, kw_name); - #else - "%s() got multiple values for keyword argument '%s'", func_name, - PyString_AsString(kw_name)); - #endif -} - -static int __Pyx_ParseOptionalKeywords( - PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char* function_name) -{ - PyObject *key = 0, *value = 0; - Py_ssize_t pos = 0; - PyObject*** name; - PyObject*** first_kw_arg = argnames + num_pos_args; - while (PyDict_Next(kwds, &pos, &key, &value)) { - name = first_kw_arg; - while (*name && (**name != key)) name++; - if (*name) { - values[name-argnames] = value; - continue; - } - name = first_kw_arg; - #if PY_MAJOR_VERSION < 3 - if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { - while (*name) { - if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) - && _PyString_Eq(**name, key)) { - values[name-argnames] = value; - break; - } - name++; - } - if (*name) continue; - else { - PyObject*** argname = argnames; - while (argname != first_kw_arg) { - if ((**argname == key) || ( - (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) - && _PyString_Eq(**argname, key))) { - goto arg_passed_twice; - } - argname++; - } - } - } else - #endif - if (likely(PyUnicode_Check(key))) { - while (*name) { - int cmp = (**name == key) ? 0 : - #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : - #endif - PyUnicode_Compare(**name, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) { - values[name-argnames] = value; - break; - } - name++; - } - if (*name) continue; - else { - PyObject*** argname = argnames; - while (argname != first_kw_arg) { - int cmp = (**argname == key) ? 0 : - #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : - #endif - PyUnicode_Compare(**argname, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) goto arg_passed_twice; - argname++; - } - } - } else - goto invalid_keyword_type; - if (kwds2) { - if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; - } else { - goto invalid_keyword; - } - } - return 0; -arg_passed_twice: - __Pyx_RaiseDoubleKeywordsError(function_name, key); - goto bad; -invalid_keyword_type: - PyErr_Format(PyExc_TypeError, - "%s() keywords must be strings", function_name); - goto bad; -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 -bad: - return -1; -} - -static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { - if (likely(PyList_CheckExact(L))) { - if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return NULL; - Py_INCREF(Py_None); - return Py_None; /* this is just to have an accurate signature */ - } else { - return __Pyx_PyObject_CallMethod1(L, __pyx_n_s__append, x); - } -} - -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { - PyObject *r; - if (!j) return NULL; - r = PyObject_GetItem(o, j); - Py_DECREF(j); - return r; -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, - int wraparound, int boundscheck) { -#if CYTHON_COMPILING_IN_CPYTHON - if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); - if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { - PyObject *r = PyList_GET_ITEM(o, i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, - int wraparound, int boundscheck) { -#if CYTHON_COMPILING_IN_CPYTHON - if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); - if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, - int is_list, int wraparound, int boundscheck) { -#if CYTHON_COMPILING_IN_CPYTHON - if (is_list || PyList_CheckExact(o)) { - Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); - if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) { - PyObject *r = PyList_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } - else if (PyTuple_CheckExact(o)) { - Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); - if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } else { - PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; - if (likely(m && m->sq_item)) { - if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { - Py_ssize_t l = m->sq_length(o); - if (likely(l >= 0)) { - i += l; - } else { - if (PyErr_ExceptionMatches(PyExc_OverflowError)) - PyErr_Clear(); - else - return NULL; - } - } - return m->sq_item(o, i); - } - } -#else - if (is_list || PySequence_Check(o)) { - return PySequence_GetItem(o, i); - } -#endif - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -} - -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { - PyErr_Format(PyExc_ValueError, - "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); -} - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { - PyErr_Format(PyExc_ValueError, - "need more than %" CYTHON_FORMAT_SSIZE_T "d value%s to unpack", - index, (index == 1) ? "" : "s"); -} - -static CYTHON_INLINE int __Pyx_IterFinish(void) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - PyObject* exc_type = tstate->curexc_type; - if (unlikely(exc_type)) { - if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) { - PyObject *exc_value, *exc_tb; - exc_value = tstate->curexc_value; - exc_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; - Py_DECREF(exc_type); - Py_XDECREF(exc_value); - Py_XDECREF(exc_tb); - return 0; - } else { - return -1; - } - } - return 0; -#else - if (unlikely(PyErr_Occurred())) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { - PyErr_Clear(); - return 0; - } else { - return -1; - } - } - return 0; -#endif -} - -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { - if (unlikely(retval)) { - Py_DECREF(retval); - __Pyx_RaiseTooManyValuesError(expected); - return -1; - } else { - return __Pyx_IterFinish(); - } - return 0; -} - -static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { - PyObject *result; -#if CYTHON_COMPILING_IN_CPYTHON - result = PyDict_GetItem(__pyx_d, name); - if (result) { - Py_INCREF(result); - } else { -#else - result = PyObject_GetItem(__pyx_d, name); - if (!result) { - PyErr_Clear(); -#endif - result = __Pyx_GetBuiltinName(name); - } - return result; -} - -static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, - CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) { - PyObject *old_exc, *old_val, *old_tb; - PyObject *ctx; - __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); - #if PY_MAJOR_VERSION < 3 - ctx = PyString_FromString(name); - #else - ctx = PyUnicode_FromString(name); - #endif - __Pyx_ErrRestore(old_exc, old_val, old_tb); - if (!ctx) { - PyErr_WriteUnraisable(Py_None); - } else { - PyErr_WriteUnraisable(ctx); - Py_DECREF(ctx); - } -} - -static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject* defval) { - PyObject* next; 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- if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { - Py_INCREF(func); - return func; - } - if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) { - if (type == NULL) - type = (PyObject *)(Py_TYPE(obj)); - return PyMethod_New(func, - type, (PyObject *)(Py_TYPE(type))); - } - if (obj == Py_None) - obj = NULL; - return PyMethod_New(func, obj, type); -} -static PyObject* -__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) -{ -#if PY_MAJOR_VERSION >= 3 - return PyUnicode_FromFormat("", - op->func_qualname, (void *)op); -#else - return PyString_FromFormat("", - PyString_AsString(op->func_qualname), (void *)op); -#endif -} -#if CYTHON_COMPILING_IN_PYPY -static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { - PyCFunctionObject* f = (PyCFunctionObject*)func; - PyCFunction meth = PyCFunction_GET_FUNCTION(func); - PyObject *self = PyCFunction_GET_SELF(func); - Py_ssize_t size; - switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) { - case METH_VARARGS: - if (likely(kw == NULL) || PyDict_Size(kw) == 0) - return (*meth)(self, arg); 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-static int __Pyx_CyFunction_init(void) { -#if !CYTHON_COMPILING_IN_PYPY - __pyx_CyFunctionType_type.tp_call = PyCFunction_Call; -#endif - if (PyType_Ready(&__pyx_CyFunctionType_type) < 0) - return -1; - __pyx_CyFunctionType = &__pyx_CyFunctionType_type; - return 0; -} -static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->defaults = PyMem_Malloc(size); - if (!m->defaults) - return PyErr_NoMemory(); - memset(m->defaults, 0, size); - m->defaults_pyobjects = pyobjects; - return m->defaults; -} -static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->defaults_tuple = tuple; - Py_INCREF(tuple); -} -static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->defaults_kwdict = dict; - Py_INCREF(dict); -} -static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->func_annotations = dict; - Py_INCREF(dict); -} - -static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value) { - PyObject* value; -#if PY_MAJOR_VERSION >= 3 - value = PyDict_GetItemWithError(d, key); - if (unlikely(!value)) { - if (unlikely(PyErr_Occurred())) - return NULL; - value = default_value; - } - Py_INCREF(value); -#else - if (PyString_CheckExact(key) || PyUnicode_CheckExact(key) || PyInt_CheckExact(key)) { - value = PyDict_GetItem(d, key); - if (unlikely(!value)) { - value = default_value; - } - Py_INCREF(value); - } else { - if (default_value == Py_None) - default_value = NULL; - value = PyObject_CallMethodObjArgs( - d, __pyx_n_s__get, key, default_value, NULL); - } -#endif - return value; -} - -static double __Pyx__PyObject_AsDouble(PyObject* obj) { - PyObject* float_value; 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-} - -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { - PyObject *local_type, *local_value, *local_tb; -#if CYTHON_COMPILING_IN_CPYTHON - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - local_type = tstate->curexc_type; - local_value = tstate->curexc_value; - local_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(&local_type, &local_value, &local_tb); -#endif - PyErr_NormalizeException(&local_type, &local_value, &local_tb); -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(tstate->curexc_type)) -#else - if (unlikely(PyErr_Occurred())) -#endif - goto bad; - #if PY_MAJOR_VERSION >= 3 - if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) - goto bad; - #endif - Py_INCREF(local_type); - Py_INCREF(local_value); - Py_INCREF(local_tb); - *type = local_type; - *value = local_value; - *tb = local_tb; -#if CYTHON_COMPILING_IN_CPYTHON - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = local_type; - tstate->exc_value = local_value; - tstate->exc_traceback = local_tb; - /* Make sure tstate is in a consistent state when we XDECREF - these objects (DECREF may run arbitrary code). */ - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_SetExcInfo(local_type, local_value, local_tb); -#endif - return 0; -bad: - *type = 0; - *value = 0; - *tb = 0; - Py_XDECREF(local_type); - Py_XDECREF(local_value); - Py_XDECREF(local_tb); - return -1; -} - -static int __Pyx_SetVtable(PyObject *dict, void *vtable) { -#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) - PyObject *ob = PyCapsule_New(vtable, 0, 0); -#else - PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); -#endif - if (!ob) - goto bad; - if (PyDict_SetItem(dict, __pyx_n_s____pyx_vtable__, ob) < 0) - goto bad; - Py_DECREF(ob); - return 0; -bad: - Py_XDECREF(ob); - return -1; -} - -static void* __Pyx_GetVtable(PyObject *dict) { - void* ptr; - PyObject *ob = PyObject_GetItem(dict, __pyx_n_s____pyx_vtable__); - if (!ob) - goto bad; -#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) - ptr = PyCapsule_GetPointer(ob, 0); -#else - ptr = PyCObject_AsVoidPtr(ob); -#endif - if (!ptr && !PyErr_Occurred()) - PyErr_SetString(PyExc_RuntimeError, "invalid vtable found for imported type"); - Py_DECREF(ob); - return ptr; -bad: - Py_XDECREF(ob); - return NULL; -} - -static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - *type = tstate->exc_type; - *value = tstate->exc_value; - *tb = tstate->exc_traceback; - Py_XINCREF(*type); - Py_XINCREF(*value); - Py_XINCREF(*tb); -#else - PyErr_GetExcInfo(type, value, tb); -#endif -} -static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = type; - tstate->exc_value = value; - tstate->exc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_SetExcInfo(type, value, tb); -#endif -} - -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { - PyObject *empty_list = 0; - PyObject *module = 0; - PyObject *global_dict = 0; - PyObject *empty_dict = 0; - PyObject *list; - #if PY_VERSION_HEX < 0x03030000 - PyObject *py_import; - py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s____import__); - if (!py_import) - goto bad; - #endif - if (from_list) - list = from_list; - else { - empty_list = PyList_New(0); - if (!empty_list) - goto bad; - list = empty_list; - } - global_dict = PyModule_GetDict(__pyx_m); - if (!global_dict) - goto bad; - empty_dict = PyDict_New(); - if (!empty_dict) - goto bad; - #if PY_VERSION_HEX >= 0x02050000 - { - #if PY_MAJOR_VERSION >= 3 - if (level == -1) { - if (strchr(__Pyx_MODULE_NAME, '.')) { - #if PY_VERSION_HEX < 0x03030000 - PyObject *py_level = PyInt_FromLong(1); - if (!py_level) - goto bad; - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, py_level, NULL); - Py_DECREF(py_level); - #else - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, 1); - #endif - if (!module) { - if (!PyErr_ExceptionMatches(PyExc_ImportError)) - goto bad; - PyErr_Clear(); - } - } - level = 0; /* try absolute import on failure */ - } - #endif - if (!module) { - #if PY_VERSION_HEX < 0x03030000 - PyObject *py_level = PyInt_FromLong(level); - if (!py_level) - goto bad; - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, py_level, NULL); - Py_DECREF(py_level); - #else - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, level); - #endif - } - } - #else - if (level>0) { - PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); - goto bad; - } - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, NULL); - #endif -bad: - #if PY_VERSION_HEX < 0x03030000 - Py_XDECREF(py_import); - #endif - Py_XDECREF(empty_list); - Py_XDECREF(empty_dict); - return module; -} - -static PyObject *__Pyx_FindPy2Metaclass(PyObject *bases) { - PyObject *metaclass; -#if PY_MAJOR_VERSION < 3 - if (PyTuple_Check(bases) && PyTuple_GET_SIZE(bases) > 0) { - PyObject *base = PyTuple_GET_ITEM(bases, 0); - metaclass = __Pyx_PyObject_GetAttrStr(base, __pyx_n_s____class__); - if (!metaclass) { - PyErr_Clear(); - metaclass = (PyObject*) Py_TYPE(base); - } - } else { - metaclass = (PyObject *) &PyClass_Type; - } -#else - if (PyTuple_Check(bases) && PyTuple_GET_SIZE(bases) > 0) { - PyObject *base = PyTuple_GET_ITEM(bases, 0); - metaclass = (PyObject*) Py_TYPE(base); - } else { - metaclass = (PyObject *) &PyType_Type; - } -#endif - Py_INCREF(metaclass); - return metaclass; -} - -static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *name, - PyObject *qualname, PyObject *modname) { - PyObject *result; - PyObject *metaclass; - if (PyDict_SetItem(dict, __pyx_n_s____module__, modname) < 0) - return NULL; - if (PyDict_SetItem(dict, __pyx_n_s____qualname__, qualname) < 0) - return NULL; - metaclass = PyDict_GetItem(dict, __pyx_n_s____metaclass__); - if (metaclass) { - Py_INCREF(metaclass); - } else { - metaclass = __Pyx_FindPy2Metaclass(bases); - } - result = PyObject_CallFunctionObjArgs(metaclass, name, bases, dict, NULL); - Py_DECREF(metaclass); - return result; -} - -static CYTHON_INLINE WordID __Pyx_PyInt_from_py_WordID(PyObject* x) { - const WordID neg_one = (WordID)-1, const_zero = (WordID)0; - const int is_unsigned = const_zero < neg_one; - if (sizeof(WordID) == sizeof(char)) { - if (is_unsigned) - return (WordID)__Pyx_PyInt_AsUnsignedChar(x); - else - return (WordID)__Pyx_PyInt_AsSignedChar(x); - } else if (sizeof(WordID) == sizeof(short)) { - if (is_unsigned) - return (WordID)__Pyx_PyInt_AsUnsignedShort(x); - else - return (WordID)__Pyx_PyInt_AsSignedShort(x); - } else if (sizeof(WordID) == sizeof(int)) { - if (is_unsigned) - return (WordID)__Pyx_PyInt_AsUnsignedInt(x); - else - return (WordID)__Pyx_PyInt_AsSignedInt(x); - } else if (sizeof(WordID) == sizeof(long)) { - if (is_unsigned) - return (WordID)__Pyx_PyInt_AsUnsignedLong(x); - else - return (WordID)__Pyx_PyInt_AsSignedLong(x); - } else if (sizeof(WordID) == sizeof(PY_LONG_LONG)) { - if (is_unsigned) - return (WordID)__Pyx_PyInt_AsUnsignedLongLong(x); - else - return (WordID)__Pyx_PyInt_AsSignedLongLong(x); - } else { - #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); - #else - WordID val; - PyObject *v = __Pyx_PyNumber_Int(x); - #if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } - #endif - if (likely(v)) { - int one = 1; int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray((PyLongObject *)v, - bytes, sizeof(val), - is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) - return val; - } - #endif - return (WordID)-1; - } -} - -static PyObject* __Pyx_Globals(void) { - Py_ssize_t i; - PyObject *names = NULL; - PyObject *globals = PyObject_GetAttr(__pyx_m, __pyx_n_s____dict__); - if (!globals) { - PyErr_SetString(PyExc_TypeError, - "current module must have __dict__ attribute"); - goto bad; - } - names = PyObject_Dir(__pyx_m); - if (!names) - goto bad; - for (i = PyList_GET_SIZE(names)-1; i >= 0; i--) { -#if CYTHON_COMPILING_IN_PYPY - PyObject* name = PySequence_GetItem(names, i); - if (!name) - goto bad; -#else - PyObject* name = PyList_GET_ITEM(names, i); -#endif - if (!PyDict_Contains(globals, name)) { - PyObject* value = PyObject_GetAttr(__pyx_m, name); - if (!value) { -#if CYTHON_COMPILING_IN_PYPY - Py_DECREF(name); -#endif - goto bad; - } - if (PyDict_SetItem(globals, name, value) < 0) { -#if CYTHON_COMPILING_IN_PYPY - Py_DECREF(name); -#endif - Py_DECREF(value); - goto bad; - } - } -#if CYTHON_COMPILING_IN_PYPY - Py_DECREF(name); -#endif - } - Py_DECREF(names); - return globals; -bad: - Py_XDECREF(names); - Py_XDECREF(globals); - return NULL; -} - -static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { - const unsigned char neg_one = (unsigned char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned char" : - "value too large to convert to unsigned char"); - } - return (unsigned char)-1; - } - return (unsigned char)val; - } - return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { - const unsigned short neg_one = (unsigned short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned short" : - "value too large to convert to unsigned short"); - } - return (unsigned short)-1; - } - return (unsigned short)val; - } - return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { - const unsigned int neg_one = (unsigned int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned int" : - "value too large to convert to unsigned int"); - } - return (unsigned int)-1; - } - return (unsigned int)val; - } - return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { - const char neg_one = (char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to char" : - "value too large to convert to char"); - } - return (char)-1; - } - return (char)val; - } - return (char)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { - const short neg_one = (short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to short" : - "value too large to convert to short"); - } - return (short)-1; - } - return (short)val; - } - return (short)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { - const int neg_one = (int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to int" : - "value too large to convert to int"); - } - return (int)-1; - } - return (int)val; - } - return (int)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { - const signed char neg_one = (signed char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed char" : - "value too large to convert to signed char"); - } - return (signed char)-1; - } - return (signed char)val; - } - return (signed char)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { - const signed short neg_one = (signed short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed short" : - "value too large to convert to signed short"); - } - return (signed short)-1; - } - return (signed short)val; - } - return (signed short)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { - const signed int neg_one = (signed int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed int" : - "value too large to convert to signed int"); - } - return (signed int)-1; - } - return (signed int)val; - } - return (signed int)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { - const int neg_one = (int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to int" : - "value too large to convert to int"); - } - return (int)-1; - } - return (int)val; - } - return (int)__Pyx_PyInt_AsLong(x); -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { - const unsigned long neg_one = (unsigned long)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned long"); - return (unsigned long)-1; - } - return (unsigned long)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(unsigned long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (unsigned long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned long"); - return (unsigned long)-1; - } - return (unsigned long)PyLong_AsUnsignedLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(unsigned long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(unsigned long) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(unsigned long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (unsigned long)PyLong_AsLong(x); - } - } else { - unsigned long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (unsigned long)-1; - val = __Pyx_PyInt_AsUnsignedLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { - const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned PY_LONG_LONG"); - return (unsigned PY_LONG_LONG)-1; - } - return (unsigned PY_LONG_LONG)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned PY_LONG_LONG"); - return (unsigned PY_LONG_LONG)-1; - } - return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - unsigned PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (unsigned PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsUnsignedLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) { - const long neg_one = (long)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to long"); - return (long)-1; - } - return (long)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to long"); - return (long)-1; - } - return (long)PyLong_AsUnsignedLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(long) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (long)PyLong_AsLong(x); - } - } else { - long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (long)-1; - val = __Pyx_PyInt_AsLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { - const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to PY_LONG_LONG"); - return (PY_LONG_LONG)-1; - } - return (PY_LONG_LONG)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to PY_LONG_LONG"); - return (PY_LONG_LONG)-1; - } - return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { - const signed long neg_one = (signed long)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed long"); - return (signed long)-1; - } - return (signed long)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(signed long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (signed long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed long"); - return (signed long)-1; - } - return (signed long)PyLong_AsUnsignedLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(signed long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(signed long) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(signed long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (signed long)PyLong_AsLong(x); - } - } else { - signed long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (signed long)-1; - val = __Pyx_PyInt_AsSignedLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { - const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed PY_LONG_LONG"); - return (signed PY_LONG_LONG)-1; - } - return (signed PY_LONG_LONG)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed PY_LONG_LONG"); - return (signed PY_LONG_LONG)-1; - } - return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (signed PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - signed PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (signed PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsSignedLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = *type; - tstate->exc_value = *value; - tstate->exc_traceback = *tb; -#else - PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); - PyErr_SetExcInfo(*type, *value, *tb); -#endif - *type = tmp_type; - *value = tmp_value; - *tb = tmp_tb; -} - -static PyObject *__Pyx_Generator_Next(PyObject *self); -static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value); -static PyObject *__Pyx_Generator_Close(PyObject *self); -static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args); -static PyTypeObject *__pyx_GeneratorType = 0; -#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType) -#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) -#if 1 || PY_VERSION_HEX < 0x030300B0 -static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) { - PyObject *et, *ev, *tb; - PyObject *value = NULL; - __Pyx_ErrFetch(&et, &ev, &tb); - if (!et) { - Py_XDECREF(tb); - Py_XDECREF(ev); - Py_INCREF(Py_None); - *pvalue = Py_None; - return 0; - } - if (unlikely(et != PyExc_StopIteration) && - unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) { - __Pyx_ErrRestore(et, ev, tb); - return -1; - } - if (likely(et == PyExc_StopIteration)) { - if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) { - if (!ev) { - Py_INCREF(Py_None); - ev = Py_None; - } - Py_XDECREF(tb); - Py_DECREF(et); - *pvalue = ev; - return 0; - } - } - PyErr_NormalizeException(&et, &ev, &tb); - if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) { - __Pyx_ErrRestore(et, ev, tb); - return -1; - } - Py_XDECREF(tb); - Py_DECREF(et); -#if PY_VERSION_HEX >= 0x030300A0 - value = ((PyStopIterationObject *)ev)->value; - Py_INCREF(value); - Py_DECREF(ev); -#else - { - PyObject* args = PyObject_GetAttr(ev, __pyx_n_s__args); - Py_DECREF(ev); - if (likely(args)) { - value = PyObject_GetItem(args, 0); - Py_DECREF(args); - } - if (unlikely(!value)) { - __Pyx_ErrRestore(NULL, NULL, NULL); - Py_INCREF(Py_None); - value = Py_None; - } - } -#endif - *pvalue = value; - return 0; -} -#endif -static CYTHON_INLINE -void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) { - PyObject *exc_type = self->exc_type; - PyObject *exc_value = self->exc_value; - PyObject *exc_traceback = self->exc_traceback; - self->exc_type = NULL; - self->exc_value = NULL; - self->exc_traceback = NULL; - Py_XDECREF(exc_type); - Py_XDECREF(exc_value); - Py_XDECREF(exc_traceback); -} -static CYTHON_INLINE -int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) { - if (unlikely(gen->is_running)) { - PyErr_SetString(PyExc_ValueError, - "generator already executing"); - return 1; - } - return 0; -} -static CYTHON_INLINE -PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) { - PyObject *retval; - assert(!self->is_running); - if (unlikely(self->resume_label == 0)) { - if (unlikely(value && value != Py_None)) { - PyErr_SetString(PyExc_TypeError, - "can't send non-None value to a " - "just-started generator"); - return NULL; - } - } - if (unlikely(self->resume_label == -1)) { - PyErr_SetNone(PyExc_StopIteration); - return NULL; - } - if (value) { -#if CYTHON_COMPILING_IN_PYPY -#else - /* Generators always return to their most recent caller, not - * necessarily their creator. */ - if (self->exc_traceback) { - PyThreadState *tstate = PyThreadState_GET(); - PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; - PyFrameObject *f = tb->tb_frame; - Py_XINCREF(tstate->frame); - assert(f->f_back == NULL); - f->f_back = tstate->frame; - } -#endif - __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, - &self->exc_traceback); - } else { - __Pyx_Generator_ExceptionClear(self); - } - self->is_running = 1; - retval = self->body((PyObject *) self, value); - self->is_running = 0; - if (retval) { - __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, - &self->exc_traceback); -#if CYTHON_COMPILING_IN_PYPY -#else - /* Don't keep the reference to f_back any longer than necessary. It - * may keep a chain of frames alive or it could create a reference - * cycle. */ - if (self->exc_traceback) { - PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; - PyFrameObject *f = tb->tb_frame; - Py_CLEAR(f->f_back); - } -#endif - } else { - __Pyx_Generator_ExceptionClear(self); - } - return retval; -} -static CYTHON_INLINE -PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) { - PyObject *ret; - PyObject *val = NULL; - __Pyx_Generator_Undelegate(gen); - __Pyx_PyGen_FetchStopIterationValue(&val); - ret = __Pyx_Generator_SendEx(gen, val); - Py_XDECREF(val); - return ret; -} -static PyObject *__Pyx_Generator_Next(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; - PyObject *yf = gen->yieldfrom; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - PyObject *ret; - gen->is_running = 1; - ret = Py_TYPE(yf)->tp_iternext(yf); - gen->is_running = 0; - if (likely(ret)) { - return ret; - } - return __Pyx_Generator_FinishDelegation(gen); - } - return __Pyx_Generator_SendEx(gen, Py_None); -} -static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; - PyObject *yf = gen->yieldfrom; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - PyObject *ret; - gen->is_running = 1; - if (__Pyx_Generator_CheckExact(yf)) { - ret = __Pyx_Generator_Send(yf, value); - } else { - if (value == Py_None) - ret = PyIter_Next(yf); - else - ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s__send, value); - } - gen->is_running = 0; - if (likely(ret)) { - return ret; - } - return __Pyx_Generator_FinishDelegation(gen); - } - return __Pyx_Generator_SendEx(gen, value); -} -static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) { - PyObject *retval = NULL; - int err = 0; - if (__Pyx_Generator_CheckExact(yf)) { - retval = __Pyx_Generator_Close(yf); - if (!retval) - return -1; - } else { - PyObject *meth; - gen->is_running = 1; - meth = PyObject_GetAttr(yf, __pyx_n_s__close); - if (unlikely(!meth)) { - if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { - PyErr_WriteUnraisable(yf); - } - PyErr_Clear(); - } else { - retval = PyObject_CallFunction(meth, NULL); - Py_DECREF(meth); - if (!retval) - err = -1; - } - gen->is_running = 0; - } - Py_XDECREF(retval); - return err; -} -static PyObject *__Pyx_Generator_Close(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - PyObject *retval, *raised_exception; - PyObject *yf = gen->yieldfrom; - int err = 0; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - Py_INCREF(yf); - err = __Pyx_Generator_CloseIter(gen, yf); - __Pyx_Generator_Undelegate(gen); - Py_DECREF(yf); - } - if (err == 0) -#if PY_VERSION_HEX < 0x02050000 - PyErr_SetNone(PyExc_StopIteration); -#else - PyErr_SetNone(PyExc_GeneratorExit); -#endif - retval = __Pyx_Generator_SendEx(gen, NULL); - if (retval) { - Py_DECREF(retval); - PyErr_SetString(PyExc_RuntimeError, - "generator ignored GeneratorExit"); - return NULL; - } - raised_exception = PyErr_Occurred(); - if (!raised_exception - || raised_exception == PyExc_StopIteration -#if PY_VERSION_HEX >= 0x02050000 - || raised_exception == PyExc_GeneratorExit - || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit) -#endif - || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration)) - { - if (raised_exception) PyErr_Clear(); /* ignore these errors */ - Py_INCREF(Py_None); - return Py_None; - } - return NULL; -} -static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - PyObject *typ; - PyObject *tb = NULL; - PyObject *val = NULL; - PyObject *yf = gen->yieldfrom; - if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) - return NULL; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - PyObject *ret; - Py_INCREF(yf); -#if PY_VERSION_HEX >= 0x02050000 - if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) { - int err = __Pyx_Generator_CloseIter(gen, yf); - Py_DECREF(yf); - __Pyx_Generator_Undelegate(gen); - if (err < 0) - return __Pyx_Generator_SendEx(gen, NULL); - goto throw_here; - } -#endif - gen->is_running = 1; - if (__Pyx_Generator_CheckExact(yf)) { - ret = __Pyx_Generator_Throw(yf, args); - } else { - PyObject *meth = PyObject_GetAttr(yf, __pyx_n_s__throw); - if (unlikely(!meth)) { - Py_DECREF(yf); - if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { - gen->is_running = 0; - return NULL; - } - PyErr_Clear(); - __Pyx_Generator_Undelegate(gen); - gen->is_running = 0; - goto throw_here; - } - ret = PyObject_CallObject(meth, args); - Py_DECREF(meth); - } - gen->is_running = 0; - Py_DECREF(yf); - if (!ret) { - ret = __Pyx_Generator_FinishDelegation(gen); - } - return ret; - } -throw_here: - __Pyx_Raise(typ, val, tb, NULL); - return __Pyx_Generator_SendEx(gen, NULL); -} -static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - Py_VISIT(gen->closure); - Py_VISIT(gen->classobj); - Py_VISIT(gen->yieldfrom); - Py_VISIT(gen->exc_type); - Py_VISIT(gen->exc_value); - Py_VISIT(gen->exc_traceback); - return 0; -} -static int __Pyx_Generator_clear(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - Py_CLEAR(gen->closure); - Py_CLEAR(gen->classobj); - Py_CLEAR(gen->yieldfrom); - Py_CLEAR(gen->exc_type); - Py_CLEAR(gen->exc_value); - Py_CLEAR(gen->exc_traceback); - return 0; -} -static void __Pyx_Generator_dealloc(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - PyObject_GC_UnTrack(gen); - if (gen->gi_weakreflist != NULL) - PyObject_ClearWeakRefs(self); - PyObject_GC_Track(self); - if (gen->resume_label > 0) { - Py_TYPE(gen)->tp_del(self); - if (self->ob_refcnt > 0) - return; /* resurrected. :( */ - } - PyObject_GC_UnTrack(self); - __Pyx_Generator_clear(self); - PyObject_GC_Del(gen); -} -static void __Pyx_Generator_del(PyObject *self) { - PyObject *res; - PyObject *error_type, *error_value, *error_traceback; - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - if (gen->resume_label <= 0) - return ; - assert(self->ob_refcnt == 0); - self->ob_refcnt = 1; - __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); - res = __Pyx_Generator_Close(self); - if (res == NULL) - PyErr_WriteUnraisable(self); - else - Py_DECREF(res); - __Pyx_ErrRestore(error_type, error_value, error_traceback); - /* Undo the temporary resurrection; can't use DECREF here, it would - * cause a recursive call. - */ - assert(self->ob_refcnt > 0); - if (--self->ob_refcnt == 0) - return; /* this is the normal path out */ - /* close() resurrected it! Make it look like the original Py_DECREF - * never happened. - */ - { - Py_ssize_t refcnt = self->ob_refcnt; - _Py_NewReference(self); - self->ob_refcnt = refcnt; - } -#if CYTHON_COMPILING_IN_CPYTHON - assert(PyType_IS_GC(self->ob_type) && - _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); - /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so - * we need to undo that. */ - _Py_DEC_REFTOTAL; -#endif - /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object - * chain, so no more to do there. - * If COUNT_ALLOCS, the original decref bumped tp_frees, and - * _Py_NewReference bumped tp_allocs: both of those need to be - * undone. - */ -#ifdef COUNT_ALLOCS - --Py_TYPE(self)->tp_frees; - --Py_TYPE(self)->tp_allocs; -#endif -} -static PyMemberDef __pyx_Generator_memberlist[] = { - {(char *) "gi_running", -#if PY_VERSION_HEX >= 0x02060000 - T_BOOL, -#else - T_BYTE, -#endif - offsetof(__pyx_GeneratorObject, is_running), - READONLY, - NULL}, - {0, 0, 0, 0, 0} -}; -static PyMethodDef __pyx_Generator_methods[] = { - {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0}, - {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0}, - {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0}, - {0, 0, 0, 0} -}; -static PyTypeObject __pyx_GeneratorType_type = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("generator"), /*tp_name*/ - sizeof(__pyx_GeneratorObject), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - (destructor) __Pyx_Generator_dealloc,/*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*/ - 0, /*tp_as_number*/ - 0, /*tp_as_sequence*/ - 0, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - 0, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ - 0, /*tp_doc*/ - (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/ - 0, /*tp_clear*/ - 0, /*tp_richcompare*/ - offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */ - 0, /*tp_iter*/ - (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/ - __pyx_Generator_methods, /*tp_methods*/ - __pyx_Generator_memberlist, /*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*/ - 0, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - __Pyx_Generator_del, /*tp_del*/ -#if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ -#endif -}; -static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, - PyObject *closure) { - __pyx_GeneratorObject *gen = - PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type); - if (gen == NULL) - return NULL; - gen->body = body; - gen->closure = closure; - Py_XINCREF(closure); - gen->is_running = 0; - gen->resume_label = 0; - gen->classobj = NULL; - gen->yieldfrom = NULL; - gen->exc_type = NULL; - gen->exc_value = NULL; - gen->exc_traceback = NULL; - gen->gi_weakreflist = NULL; - PyObject_GC_Track(gen); - return gen; -} -static int __pyx_Generator_init(void) { - __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr; - __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter; - if (PyType_Ready(&__pyx_GeneratorType_type)) { - return -1; - } - __pyx_GeneratorType = &__pyx_GeneratorType_type; - return 0; -} - -static int __Pyx_check_binary_version(void) { - char ctversion[4], rtversion[4]; - PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); - PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); - if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { - char message[200]; - PyOS_snprintf(message, sizeof(message), - "compiletime version %s of module '%.100s' " - "does not match runtime version %s", - ctversion, __Pyx_MODULE_NAME, rtversion); - #if PY_VERSION_HEX < 0x02050000 - return PyErr_Warn(NULL, message); - #else - return PyErr_WarnEx(NULL, message, 1); - #endif - } - return 0; -} - -#ifndef __PYX_HAVE_RT_ImportModule -#define __PYX_HAVE_RT_ImportModule -static PyObject *__Pyx_ImportModule(const char *name) { - PyObject *py_name = 0; - PyObject *py_module = 0; - py_name = __Pyx_PyIdentifier_FromString(name); - if (!py_name) - goto bad; - py_module = PyImport_Import(py_name); - Py_DECREF(py_name); - return py_module; -bad: - Py_XDECREF(py_name); - return 0; -} -#endif - -#ifndef __PYX_HAVE_RT_ImportType -#define __PYX_HAVE_RT_ImportType -static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, - size_t size, int strict) -{ - PyObject *py_module = 0; - PyObject *result = 0; - PyObject *py_name = 0; - char warning[200]; - Py_ssize_t basicsize; -#ifdef Py_LIMITED_API - PyObject *py_basicsize; -#endif - py_module = __Pyx_ImportModule(module_name); - if (!py_module) - goto bad; - py_name = __Pyx_PyIdentifier_FromString(class_name); - if (!py_name) - goto bad; - result = PyObject_GetAttr(py_module, py_name); - Py_DECREF(py_name); - py_name = 0; - Py_DECREF(py_module); - py_module = 0; - if (!result) - goto bad; - if (!PyType_Check(result)) { - PyErr_Format(PyExc_TypeError, - "%s.%s is not a type object", - module_name, class_name); - goto bad; - } -#ifndef Py_LIMITED_API - basicsize = ((PyTypeObject *)result)->tp_basicsize; -#else - py_basicsize = PyObject_GetAttrString(result, "__basicsize__"); - if (!py_basicsize) - goto bad; - basicsize = PyLong_AsSsize_t(py_basicsize); - Py_DECREF(py_basicsize); - py_basicsize = 0; - if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred()) - goto bad; -#endif - if (!strict && (size_t)basicsize > size) { - PyOS_snprintf(warning, sizeof(warning), - "%s.%s size changed, may indicate binary incompatibility", - module_name, class_name); - #if PY_VERSION_HEX < 0x02050000 - if (PyErr_Warn(NULL, warning) < 0) goto bad; - #else - if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; - #endif - } - else if ((size_t)basicsize != size) { - PyErr_Format(PyExc_ValueError, - "%s.%s has the wrong size, try recompiling", - module_name, class_name); - goto bad; - } - return (PyTypeObject *)result; -bad: - Py_XDECREF(py_module); - Py_XDECREF(result); - return NULL; -} -#endif - -#ifndef __PYX_HAVE_RT_ImportFunction -#define __PYX_HAVE_RT_ImportFunction -static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig) { - PyObject *d = 0; - PyObject *cobj = 0; - union { - void (*fp)(void); - void *p; - } tmp; - d = PyObject_GetAttrString(module, (char *)"__pyx_capi__"); - if (!d) - goto bad; - cobj = PyDict_GetItemString(d, funcname); - if (!cobj) { - PyErr_Format(PyExc_ImportError, - "%s does not export expected C function %s", - PyModule_GetName(module), funcname); - goto bad; - } -#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3 && PY_MINOR_VERSION==0) - if (!PyCapsule_IsValid(cobj, sig)) { - PyErr_Format(PyExc_TypeError, - "C function %s.%s has wrong signature (expected %s, got %s)", - PyModule_GetName(module), funcname, sig, PyCapsule_GetName(cobj)); - goto bad; - } - tmp.p = PyCapsule_GetPointer(cobj, sig); -#else - {const char *desc, *s1, *s2; - desc = (const char *)PyCObject_GetDesc(cobj); - if (!desc) - goto bad; - s1 = desc; s2 = sig; - while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; } - if (*s1 != *s2) { - PyErr_Format(PyExc_TypeError, - "C function %s.%s has wrong signature (expected %s, got %s)", - PyModule_GetName(module), funcname, sig, desc); - goto bad; - } - tmp.p = PyCObject_AsVoidPtr(cobj);} -#endif - *f = tmp.fp; - if (!(*f)) - goto bad; - Py_DECREF(d); - return 0; -bad: - Py_XDECREF(d); - return -1; -} -#endif - -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { - int start = 0, mid = 0, end = count - 1; - if (end >= 0 && code_line > entries[end].code_line) { - return count; - } - while (start < end) { - mid = (start + end) / 2; - if (code_line < entries[mid].code_line) { - end = mid; - } else if (code_line > entries[mid].code_line) { - start = mid + 1; - } else { - return mid; - } - } - if (code_line <= entries[mid].code_line) { - return mid; - } else { - return mid + 1; - } -} -static PyCodeObject *__pyx_find_code_object(int code_line) { - PyCodeObject* code_object; - int pos; - if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { - return NULL; - } - pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { - return NULL; - } - code_object = __pyx_code_cache.entries[pos].code_object; - Py_INCREF(code_object); - return code_object; -} -static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { - int pos, i; - __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; - if (unlikely(!code_line)) { - return; - } - if (unlikely(!entries)) { - entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); - if (likely(entries)) { - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = 64; - __pyx_code_cache.count = 1; - entries[0].code_line = code_line; - entries[0].code_object = code_object; - Py_INCREF(code_object); - } - return; - } - pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { - PyCodeObject* tmp = entries[pos].code_object; - entries[pos].code_object = code_object; - Py_DECREF(tmp); - return; - } - if (__pyx_code_cache.count == __pyx_code_cache.max_count) { - int new_max = __pyx_code_cache.max_count + 64; - entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( - __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry)); - if (unlikely(!entries)) { - return; - } - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = new_max; - } - for (i=__pyx_code_cache.count; i>pos; i--) { - entries[i] = entries[i-1]; - } - entries[pos].code_line = code_line; - entries[pos].code_object = code_object; - __pyx_code_cache.count++; - Py_INCREF(code_object); -} - -#include "compile.h" -#include "frameobject.h" -#include "traceback.h" -static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( - const char *funcname, int c_line, - int py_line, const char *filename) { - PyCodeObject *py_code = 0; - PyObject *py_srcfile = 0; - PyObject *py_funcname = 0; - #if PY_MAJOR_VERSION < 3 - py_srcfile = PyString_FromString(filename); - #else - py_srcfile = PyUnicode_FromString(filename); - #endif - if (!py_srcfile) goto bad; - if (c_line) { - #if PY_MAJOR_VERSION < 3 - py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); - #else - py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); - #endif - } - else { - #if PY_MAJOR_VERSION < 3 - py_funcname = PyString_FromString(funcname); - #else - py_funcname = PyUnicode_FromString(funcname); - #endif - } - if (!py_funcname) goto bad; - py_code = __Pyx_PyCode_New( - 0, /*int argcount,*/ - 0, /*int kwonlyargcount,*/ - 0, /*int nlocals,*/ - 0, /*int stacksize,*/ - 0, /*int flags,*/ - __pyx_empty_bytes, /*PyObject *code,*/ - __pyx_empty_tuple, /*PyObject *consts,*/ - __pyx_empty_tuple, /*PyObject *names,*/ - __pyx_empty_tuple, /*PyObject *varnames,*/ - __pyx_empty_tuple, /*PyObject *freevars,*/ - __pyx_empty_tuple, /*PyObject *cellvars,*/ - py_srcfile, /*PyObject *filename,*/ - py_funcname, /*PyObject *name,*/ - py_line, /*int firstlineno,*/ - __pyx_empty_bytes /*PyObject *lnotab*/ - ); - Py_DECREF(py_srcfile); - Py_DECREF(py_funcname); - return py_code; -bad: - Py_XDECREF(py_srcfile); - Py_XDECREF(py_funcname); - return NULL; -} -static void __Pyx_AddTraceback(const char *funcname, int c_line, - int py_line, const char *filename) { - PyCodeObject *py_code = 0; - PyObject *py_globals = 0; - PyFrameObject *py_frame = 0; - py_code = __pyx_find_code_object(c_line ? c_line : py_line); - if (!py_code) { - py_code = __Pyx_CreateCodeObjectForTraceback( - funcname, c_line, py_line, filename); - if (!py_code) goto bad; - __pyx_insert_code_object(c_line ? c_line : py_line, py_code); - } - py_globals = PyModule_GetDict(__pyx_m); - if (!py_globals) goto bad; - py_frame = PyFrame_New( - PyThreadState_GET(), /*PyThreadState *tstate,*/ - py_code, /*PyCodeObject *code,*/ - py_globals, /*PyObject *globals,*/ - 0 /*PyObject *locals*/ - ); - if (!py_frame) goto bad; - py_frame->f_lineno = py_line; - PyTraceBack_Here(py_frame); -bad: - Py_XDECREF(py_code); - Py_XDECREF(py_frame); -} - -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { - while (t->p) { - #if PY_MAJOR_VERSION < 3 - if (t->is_unicode) { - *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); - } else if (t->intern) { - *t->p = PyString_InternFromString(t->s); - } else { - *t->p = PyString_FromStringAndSize(t->s, t->n - 1); - } - #else /* Python 3+ has unicode identifiers */ - if (t->is_unicode | t->is_str) { - if (t->intern) { - *t->p = PyUnicode_InternFromString(t->s); - } else if (t->encoding) { - *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); - } else { - *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); - } - } else { - *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); - } - #endif - if (!*t->p) - return -1; - ++t; - } - return 0; -} - -static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char* c_str) { - return __Pyx_PyUnicode_FromStringAndSize(c_str, strlen(c_str)); -} -static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) { - Py_ssize_t ignore; - return __Pyx_PyObject_AsStringAndSize(o, &ignore); -} -static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT - if ( -#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - __Pyx_sys_getdefaultencoding_not_ascii && -#endif - PyUnicode_Check(o)) { -#if PY_VERSION_HEX < 0x03030000 - char* defenc_c; - PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); - if (!defenc) return NULL; - defenc_c = PyBytes_AS_STRING(defenc); -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - { - char* end = defenc_c + PyBytes_GET_SIZE(defenc); - char* c; - for (c = defenc_c; c < end; c++) { - if ((unsigned char) (*c) >= 128) { - PyUnicode_AsASCIIString(o); - return NULL; - } - } - } -#endif /*__PYX_DEFAULT_STRING_ENCODING_IS_ASCII*/ - *length = PyBytes_GET_SIZE(defenc); - return defenc_c; -#else /* PY_VERSION_HEX < 0x03030000 */ - if (PyUnicode_READY(o) == -1) return NULL; -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - if (PyUnicode_IS_ASCII(o)) { - *length = PyUnicode_GET_DATA_SIZE(o); - return PyUnicode_AsUTF8(o); - } else { - PyUnicode_AsASCIIString(o); - return NULL; - } -#else /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ - return PyUnicode_AsUTF8AndSize(o, length); -#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ -#endif /* PY_VERSION_HEX < 0x03030000 */ - } else -#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT */ - { - char* result; - int r = PyBytes_AsStringAndSize(o, &result, length); - if (r < 0) { - return NULL; - } else { - return result; - } - } -} -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { - int is_true = x == Py_True; - if (is_true | (x == Py_False) | (x == Py_None)) return is_true; - else return PyObject_IsTrue(x); -} -static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { - PyNumberMethods *m; - const char *name = NULL; - PyObject *res = NULL; -#if PY_MAJOR_VERSION < 3 - if (PyInt_Check(x) || PyLong_Check(x)) -#else - if (PyLong_Check(x)) -#endif - return Py_INCREF(x), x; - m = Py_TYPE(x)->tp_as_number; -#if PY_MAJOR_VERSION < 3 - if (m && m->nb_int) { - name = "int"; - res = PyNumber_Int(x); - } - else if (m && m->nb_long) { - name = "long"; - res = PyNumber_Long(x); - } -#else - if (m && m->nb_int) { - name = "int"; - res = PyNumber_Long(x); - } -#endif - if (res) { -#if PY_MAJOR_VERSION < 3 - if (!PyInt_Check(res) && !PyLong_Check(res)) { -#else - if (!PyLong_Check(res)) { -#endif - PyErr_Format(PyExc_TypeError, - "__%s__ returned non-%s (type %.200s)", - name, name, Py_TYPE(res)->tp_name); - Py_DECREF(res); - return NULL; - } - } - else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_TypeError, - "an integer is required"); - } - return res; -} -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { - Py_ssize_t ival; - PyObject* x = PyNumber_Index(b); - if (!x) return -1; - ival = PyInt_AsSsize_t(x); - Py_DECREF(x); - return ival; -} -static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { -#if PY_VERSION_HEX < 0x02050000 - if (ival <= LONG_MAX) - return PyInt_FromLong((long)ival); - else { - unsigned char *bytes = (unsigned char *) &ival; - int one = 1; int little = (int)*(unsigned char*)&one; - return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); - } -#else - return PyInt_FromSize_t(ival); -#endif -} -static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { - unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); - if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { - if ((val != (unsigned PY_LONG_LONG)-1) || !PyErr_Occurred()) - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to size_t"); - return (size_t)-1; - } - return (size_t)val; -} - - -#endif /* Py_PYTHON_H */ diff --git a/python/src/_cdec.pyx b/python/src/_cdec.pyx deleted file mode 100644 index 47d0c739..00000000 --- a/python/src/_cdec.pyx +++ /dev/null @@ -1,117 +0,0 @@ -from libcpp.string cimport string -from libcpp.vector cimport vector -from utils cimport * -cimport decoder - -cdef bytes as_str(data, char* error_msg='Cannot convert type %s to str'): - cdef bytes ret - if isinstance(data, unicode): - ret = data.encode('utf8') - elif isinstance(data, str): - ret = data - else: - raise TypeError(error_msg.format(type(data))) - return ret - -include "vectors.pxi" -include "grammar.pxi" -include "hypergraph.pxi" -include "lattice.pxi" -include "mteval.pxi" - -SetSilent(True) -decoder.register_feature_functions() - -class InvalidConfig(Exception): pass -class ParseFailed(Exception): pass - -def set_silent(yn): - """set_silent(bool): Configure the verbosity of cdec.""" - SetSilent(yn) - -def _make_config(config): - for key, value in config.items(): - if isinstance(value, dict): - for name, info in value.items(): - yield key, '%s %s' % (name, info) - elif isinstance(value, list): - for name in value: - yield key, name - else: - yield key, str(value) - -cdef class Decoder: - cdef decoder.Decoder* dec - cdef DenseVector weights - - def __init__(self, config_str=None, **config): - """Decoder('formalism = scfg') -> initialize from configuration string - Decoder(formalism='scfg') -> initialize from named parameters - Create a decoder using a given configuration. Formalism is required.""" - if config_str is None: - formalism = config.get('formalism', None) - if formalism not in ('scfg', 'fst', 'lextrans', 'pb', - 'csplit', 'tagger', 'lexalign'): - raise InvalidConfig('formalism "%s" unknown' % formalism) - config_str = '\n'.join('%s = %s' % kv for kv in _make_config(config)) - cdef istringstream* config_stream = new istringstream(config_str) - self.dec = new decoder.Decoder(config_stream) - del config_stream - self.weights = DenseVector.__new__(DenseVector) - self.weights.vector = &self.dec.CurrentWeightVector() - self.weights.owned = True - - def __dealloc__(self): - del self.dec - - property weights: - def __get__(self): - return self.weights - - def __set__(self, weights): - if isinstance(weights, DenseVector): - self.weights.vector[0] = ( weights).vector[0] - elif isinstance(weights, SparseVector): - (( weights).vector[0]).init_vector(self.weights.vector) - elif isinstance(weights, dict): - self.weights.vector.clear() - for fname, fval in weights.items(): - self.weights[fname] = fval - else: - raise TypeError('cannot initialize weights with %s' % type(weights)) - - property formalism: - def __get__(self): - cdef variables_map* conf = &self.dec.GetConf() - return str(conf[0]['formalism'].as_str().c_str()) - - def read_weights(self, weights): - """decoder.read_weights(filename): Read decoder weights from a file.""" - with open(weights) as fp: - for line in fp: - if line.strip().startswith('#'): continue - fname, value = line.split() - self.weights[fname.strip()] = float(value) - - def translate(self, sentence, grammar=None): - """decoder.translate(sentence, grammar=None) -> Hypergraph - Translate a sentence (string/Lattice) with a grammar (string/list of rules).""" - cdef bytes input_str - if isinstance(sentence, basestring): - input_str = as_str(sentence.strip()) - elif isinstance(sentence, Lattice): - input_str = str(sentence) # PLF format - else: - raise TypeError('Cannot translate input type %s' % type(sentence)) - if grammar: - if isinstance(grammar, basestring): - self.dec.AddSupplementalGrammarFromString(as_str(grammar)) - else: - self.dec.AddSupplementalGrammar(TextGrammar(grammar).grammar[0]) - cdef decoder.BasicObserver observer = decoder.BasicObserver() - self.dec.Decode(input_str, &observer) - if observer.hypergraph == NULL: - raise ParseFailed() - cdef Hypergraph hg = Hypergraph() - hg.hg = new hypergraph.Hypergraph(observer.hypergraph[0]) - return hg diff --git a/python/src/cdec.sa._sa.pxd b/python/src/cdec.sa._sa.pxd deleted file mode 120000 index 3613f643..00000000 --- a/python/src/cdec.sa._sa.pxd +++ /dev/null @@ -1 +0,0 @@ -sa/_sa.pxd \ No newline at end of file diff --git a/python/src/decoder.pxd b/python/src/decoder.pxd deleted file mode 100644 index b68b836e..00000000 --- a/python/src/decoder.pxd +++ /dev/null @@ -1,35 +0,0 @@ -from libcpp.string cimport string -from libcpp.vector cimport vector -from hypergraph cimport Hypergraph -from grammar cimport Grammar -from utils cimport * - -cdef extern from "decoder/ff_register.h": - void register_feature_functions() - -cdef extern from "decoder/decoder.h": - cdef cppclass SentenceMetadata: - pass - - cdef cppclass DecoderObserver: - DecoderObserver() - - cdef cppclass Decoder: - Decoder(istream* config_file) nogil - bint Decode(string& inp, DecoderObserver* observer) nogil - - # access this to either *read* or *write* to the decoder's last - # weight vector (i.e., the weights of the finest past) - vector[weight_t]& CurrentWeightVector() - - # void SetId(int id) - variables_map& GetConf() - - # add grammar rules (currently only supported by SCFG decoders) - void AddSupplementalGrammarFromString(string& grammar_str) nogil - void AddSupplementalGrammar(shared_ptr[Grammar] grammar) nogil - -cdef extern from "observer.h": - cdef cppclass BasicObserver(DecoderObserver): - Hypergraph* hypergraph - BasicObserver() diff --git a/python/src/grammar.pxd b/python/src/grammar.pxd deleted file mode 100644 index 0ffe80fa..00000000 --- a/python/src/grammar.pxd +++ /dev/null @@ -1,43 +0,0 @@ -from libcpp.vector cimport vector -from libcpp.string cimport string -from utils cimport * - -cdef extern from "decoder/trule.h": - cdef cppclass AlignmentPoint: - AlignmentPoint(int s, int t) - AlignmentPoint Inverted() - short s_ - short t_ - - cdef cppclass TRule: - vector[WordID] f_ - vector[WordID] e_ - vector[AlignmentPoint] a_ - FastSparseVector[weight_t] scores_ - WordID lhs_ - int arity_ - bint IsUnary() - bint IsGoal() - void ComputeArity() - -cdef extern from "decoder/grammar.h": - cdef cppclass RuleBin: - int GetNumRules() - shared_ptr[TRule] GetIthRule(int i) - int Arity() - - ctypedef RuleBin const_RuleBin "const RuleBin" - - cdef cppclass GrammarIter: - const_RuleBin* GetRules() - - ctypedef GrammarIter const_GrammarIter "const GrammarIter" - - cdef cppclass Grammar: - const_GrammarIter* GetRoot() - string GetGrammarName() - void SetGrammarName(string) - - cdef cppclass TextGrammar(Grammar): - TextGrammar() - void AddRule(shared_ptr[TRule]& rule) nogil diff --git a/python/src/grammar.pxi b/python/src/grammar.pxi deleted file mode 100644 index d523e4d2..00000000 --- a/python/src/grammar.pxi +++ /dev/null @@ -1,227 +0,0 @@ -cimport grammar -cimport cdec.sa._sa as _sa -import cdec.sa._sa as _sa - -def _phrase(phrase): - return ' '.join(w.encode('utf8') if isinstance(w, unicode) else str(w) for w in phrase) - -cdef class NT: - cdef public bytes cat - cdef public unsigned ref - def __init__(self, bytes cat, unsigned ref=0): - """NT(bytes cat, int ref=0) -> Non-terminal from category `cat`.""" - self.cat = cat - self.ref = ref - - def __str__(self): - if self.ref > 0: - return '[%s,%d]' % (self.cat, self.ref) - return '[%s]' % self.cat - -cdef class NTRef: - cdef public unsigned ref - def __init__(self, unsigned ref): - """NTRef(int ref) -> Non-terminal reference.""" - self.ref = ref - - def __str__(self): - return '[%d]' % self.ref - -cdef TRule convert_rule(_sa.Rule rule): - lhs = _sa.sym_tocat(rule.lhs) - scores = dict(rule.scores) - f, e = [], [] - cdef int* fsyms = rule.f.syms - for i in range(rule.f.n): - if _sa.sym_isvar(fsyms[i]): - f.append(NT(_sa.sym_tocat(fsyms[i]))) - else: - f.append(_sa.sym_tostring(fsyms[i])) - cdef int* esyms = rule.e.syms - for i in range(rule.e.n): - if _sa.sym_isvar(esyms[i]): - e.append(NTRef(_sa.sym_getindex(esyms[i]))) - else: - e.append(_sa.sym_tostring(esyms[i])) - a = list(rule.alignments()) - return TRule(lhs, f, e, scores, a) - -cdef class TRule: - cdef shared_ptr[grammar.TRule]* rule - - def __init__(self, lhs, f, e, scores, a=None): - """TRule(lhs, f, e, scores, a=None) -> Translation rule. - lhs: left hand side non-terminal - f: source phrase (list of words/NT) - e: target phrase (list of words/NTRef) - scores: dictionary of feature scores - a: optional list of alignment points""" - self.rule = new shared_ptr[grammar.TRule](new grammar.TRule()) - self.lhs = lhs - self.e = e - self.f = f - self.scores = scores - if a: - self.a = a - self.rule.get().ComputeArity() - - def __dealloc__(self): - del self.rule - - property arity: - def __get__(self): - return self.rule.get().arity_ - - property f: - def __get__(self): - cdef vector[WordID]* f_ = &self.rule.get().f_ - cdef WordID w - cdef f = [] - cdef unsigned i - cdef int idx = 0 - for i in range(f_.size()): - w = f_[0][i] - if w < 0: - idx += 1 - f.append(NT(TDConvert(-w).c_str(), idx)) - else: - f.append(unicode(TDConvert(w).c_str(), encoding='utf8')) - return f - - def __set__(self, f): - cdef vector[WordID]* f_ = &self.rule.get().f_ - f_.resize(len(f)) - cdef unsigned i - cdef int idx = 0 - for i in range(len(f)): - if isinstance(f[i], NT): - f_[0][i] = -TDConvert(( f[i]).cat) - else: - fi = as_str(f[i]) - f_[0][i] = TDConvert(fi) - - property e: - def __get__(self): - cdef vector[WordID]* e_ = &self.rule.get().e_ - cdef WordID w - cdef e = [] - cdef unsigned i - cdef int idx = 0 - for i in range(e_.size()): - w = e_[0][i] - if w < 1: - idx += 1 - e.append(NTRef(1-w)) - else: - e.append(unicode(TDConvert(w).c_str(), encoding='utf8')) - return e - - def __set__(self, e): - cdef vector[WordID]* e_ = &self.rule.get().e_ - e_.resize(len(e)) - cdef unsigned i - for i in range(len(e)): - if isinstance(e[i], NTRef): - e_[0][i] = 1-e[i].ref - else: - ei = as_str(e[i]) - e_[0][i] = TDConvert(ei) - - property a: - def __get__(self): - cdef unsigned i - cdef vector[grammar.AlignmentPoint]* a = &self.rule.get().a_ - for i in range(a.size()): - yield (a[0][i].s_, a[0][i].t_) - - def __set__(self, a): - cdef vector[grammar.AlignmentPoint]* a_ = &self.rule.get().a_ - a_.resize(len(a)) - cdef unsigned i - cdef int s, t - for i in range(len(a)): - s, t = a[i] - a_[0][i] = grammar.AlignmentPoint(s, t) - - property scores: - def __get__(self): - cdef SparseVector scores = SparseVector.__new__(SparseVector) - scores.vector = new FastSparseVector[double](self.rule.get().scores_) - return scores - - def __set__(self, scores): - cdef FastSparseVector[double]* scores_ = &self.rule.get().scores_ - scores_.clear() - cdef int fid - cdef float fval - for fname, fval in scores.items(): - fn = as_str(fname) - fid = FDConvert(fn) - if fid < 0: raise KeyError(fname) - scores_.set_value(fid, fval) - - property lhs: - def __get__(self): - return NT(TDConvert(-self.rule.get().lhs_).c_str()) - - def __set__(self, lhs): - if not isinstance(lhs, NT): - lhs = NT(lhs) - self.rule.get().lhs_ = -TDConvert(( lhs).cat) - - def __str__(self): - scores = ' '.join('%s=%s' % feat for feat in self.scores) - return '%s ||| %s ||| %s ||| %s' % (self.lhs, - _phrase(self.f), _phrase(self.e), scores) - -cdef class MRule(TRule): - def __init__(self, lhs, rhs, scores): - """MRule(lhs, rhs, scores, a=None) -> Monolingual rule. - lhs: left hand side non-terminal - rhs: right hand side phrase (list of words/NT) - scores: dictionary of feature scores""" - cdef unsigned i = 1 - e = [] - for s in rhs: - if isinstance(s, NT): - e.append(NTRef(i)) - i += 1 - else: - e.append(s) - super(MRule, self).__init__(lhs, rhs, e, scores, None) - -cdef class Grammar: - cdef shared_ptr[grammar.Grammar]* grammar - - def __dealloc__(self): - del self.grammar - - def __iter__(self): - cdef grammar.const_GrammarIter* root = self.grammar.get().GetRoot() - cdef grammar.const_RuleBin* rbin = root.GetRules() - cdef TRule trule - cdef unsigned i - for i in range(rbin.GetNumRules()): - trule = TRule.__new__(TRule) - trule.rule = new shared_ptr[grammar.TRule](rbin.GetIthRule(i)) - yield trule - - property name: - def __get__(self): - str(self.grammar.get().GetGrammarName().c_str()) - - def __set__(self, name): - name = as_str(name) - self.grammar.get().SetGrammarName(name) - -cdef class TextGrammar(Grammar): - def __init__(self, rules): - """TextGrammar(rules) -> SCFG Grammar containing the rules.""" - self.grammar = new shared_ptr[grammar.Grammar](new grammar.TextGrammar()) - cdef grammar.TextGrammar* _g = self.grammar.get() - for trule in rules: - if isinstance(trule, _sa.Rule): - trule = convert_rule(trule) - elif not isinstance(trule, TRule): - raise ValueError('the grammar should contain TRule objects') - _g.AddRule(( trule).rule[0]) diff --git a/python/src/hypergraph.pxd b/python/src/hypergraph.pxd deleted file mode 100644 index 1e150bbc..00000000 --- a/python/src/hypergraph.pxd +++ /dev/null @@ -1,95 +0,0 @@ -from libcpp.string cimport string -from libcpp.vector cimport vector -from utils cimport * -from grammar cimport TRule -from lattice cimport Lattice - -cdef extern from "decoder/hg.h": - cdef cppclass EdgeMask "std::vector": - EdgeMask(int size) - bint& operator[](int) - - cdef cppclass HypergraphEdge "Hypergraph::Edge": - int id_ - int head_node_ # position in hg.nodes_ - SmallVector[unsigned] tail_nodes_ # positions in hg.nodes_ - shared_ptr[TRule] rule_ - FastSparseVector[weight_t] feature_values_ - prob_t edge_prob_ # weights.dot(feature_values_) - # typically source span: - short int i_ - short int j_ - short int prev_i_ - short int prev_j_ - - ctypedef HypergraphEdge const_HypergraphEdge "const Hypergraph::Edge" - - cdef cppclass HypergraphNode "Hypergraph::Node": - int id_ - WordID cat_ # non-terminal category if <0, 0 if not set - vector[int] in_edges_ # positions in hg.edge_prob_ - vector[int] out_edges_ # positions in hg.edge_prob_ - - ctypedef HypergraphNode const_HypergraphNode "const Hypergraph::Node" - - cdef cppclass Hypergraph: - Hypergraph() - Hypergraph(Hypergraph) nogil - vector[HypergraphNode] nodes_ - vector[HypergraphEdge] edges_ - int GoalNode() - double NumberOfPaths() - void Reweight(vector[weight_t]& weights) nogil - void Reweight(FastSparseVector[weight_t]& weights) nogil - bint PruneInsideOutside(double beam_alpha, - double density, - EdgeMask* preserve_mask, - bint use_sum_prod_semiring, - double scale, - bint safe_inside) nogil - shared_ptr[Hypergraph] CreateViterbiHypergraph(EdgeMask* preserve_mask) nogil - -cdef extern from "decoder/viterbi.h": - prob_t ViterbiESentence(Hypergraph& hg, vector[WordID]* trans) nogil - string ViterbiETree(Hypergraph& hg) nogil - prob_t ViterbiFSentence(Hypergraph& hg, vector[WordID]* trans) nogil - string ViterbiFTree(Hypergraph& hg) nogil - FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg) nogil - FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg, - FastSparseVector[weight_t]* weights, - bint fatal_dotprod_disagreement) nogil - string JoshuaVisualizationString(Hypergraph& hg) nogil - -cdef extern from "decoder/hg_io.h" namespace "HypergraphIO": - # Hypergraph JSON I/O - bint ReadFromJSON(istream* inp, Hypergraph* out) - bint WriteToJSON(Hypergraph& hg, bint remove_rules, ostream* out) - # Hypergraph PLF I/O - void ReadFromPLF(string& inp, Hypergraph* out) - string AsPLF(Hypergraph& hg, bint include_global_parentheses) - # Lattice PLF I/O - void PLFtoLattice(string& plf, Lattice* pl) - string AsPLF(Lattice& lat, bint include_global_parentheses) - -cdef extern from "decoder/hg_intersect.h" namespace "HG": - bint Intersect(Lattice& target, Hypergraph* hg) nogil - -cdef extern from "decoder/hg_sampler.h" namespace "HypergraphSampler": - cdef cppclass Hypothesis: - vector[WordID] words - FastSparseVector[weight_t] fmap - prob_t model_score - void sample_hypotheses(Hypergraph& hg, - unsigned n, - MT19937* rng, - vector[Hypothesis]* hypos) nogil - void sample_trees(Hypergraph& hg, - unsigned n, - MT19937* rng, - vector[string]* trees) nogil - -cdef extern from "decoder/csplit.h" namespace "CompoundSplit": - int GetFullWordEdgeIndex(Hypergraph& forest) - -cdef extern from "decoder/inside_outside.h": - prob_t InsideOutside "InsideOutside, EdgeFeaturesAndProbWeightFunction>" (Hypergraph& hg, FastSparseVector[prob_t]* result) nogil diff --git a/python/src/hypergraph.pxi b/python/src/hypergraph.pxi deleted file mode 100644 index 4a709d32..00000000 --- a/python/src/hypergraph.pxi +++ /dev/null @@ -1,281 +0,0 @@ -cimport hypergraph -cimport kbest - -cdef class Hypergraph: - cdef hypergraph.Hypergraph* hg - cdef MT19937* rng - - def __dealloc__(self): - del self.hg - if self.rng != NULL: - del self.rng - - cdef MT19937* _rng(self): - if self.rng == NULL: - self.rng = new MT19937() - return self.rng - - def viterbi(self): - """hg.viterbi() -> String for the best hypothesis in the hypergraph.""" - cdef vector[WordID] trans - hypergraph.ViterbiESentence(self.hg[0], &trans) - return unicode(GetString(trans).c_str(), 'utf8') - - def viterbi_trees(self): - """hg.viterbi_trees() -> (f_tree, e_tree) - f_tree: Source tree for the best hypothesis in the hypergraph. - e_tree: Target tree for the best hypothesis in the hypergraph. - """ - f_tree = unicode(hypergraph.ViterbiFTree(self.hg[0]).c_str(), 'utf8') - e_tree = unicode(hypergraph.ViterbiETree(self.hg[0]).c_str(), 'utf8') - return (f_tree, e_tree) - - def viterbi_features(self): - """hg.viterbi_features() -> SparseVector with the features corresponding - to the best derivation in the hypergraph.""" - cdef SparseVector fmap = SparseVector.__new__(SparseVector) - fmap.vector = new FastSparseVector[weight_t](hypergraph.ViterbiFeatures(self.hg[0])) - return fmap - - def viterbi_forest(self): - cdef Hypergraph hg = Hypergraph() - hg.hg = new hypergraph.Hypergraph(self.hg[0].CreateViterbiHypergraph(NULL).get()[0]) - return hg - - def viterbi_joshua(self): - """hg.viterbi_joshua() -> Joshua representation of the best derivation.""" - return unicode(hypergraph.JoshuaVisualizationString(self.hg[0]).c_str(), 'utf8') - - def kbest(self, size): - """hg.kbest(size) -> List of k-best hypotheses in the hypergraph.""" - cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal]* derivations = new kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal](self.hg[0], size) - cdef kbest.KBestDerivations[vector[WordID], kbest.ESentenceTraversal].Derivation* derivation - cdef unsigned k - try: - for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - yield unicode(GetString(derivation._yield).c_str(), 'utf8') - finally: - del derivations - - def kbest_trees(self, size): - """hg.kbest_trees(size) -> List of k-best trees in the hypergraph.""" - cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal]* f_derivations = new kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal](self.hg[0], size) - cdef kbest.KBestDerivations[vector[WordID], kbest.FTreeTraversal].Derivation* f_derivation - cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal]* e_derivations = new kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal](self.hg[0], size) - cdef kbest.KBestDerivations[vector[WordID], kbest.ETreeTraversal].Derivation* e_derivation - cdef unsigned k - try: - for k in range(size): - f_derivation = f_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - e_derivation = e_derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not f_derivation or not e_derivation: break - f_tree = unicode(GetString(f_derivation._yield).c_str(), 'utf8') - e_tree = unicode(GetString(e_derivation._yield).c_str(), 'utf8') - yield (f_tree, e_tree) - finally: - del f_derivations - del e_derivations - - def kbest_features(self, size): - """hg.kbest_trees(size) -> List of k-best feature vectors in the hypergraph.""" - cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal]* derivations = new kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal](self.hg[0], size) - cdef kbest.KBestDerivations[FastSparseVector[weight_t], kbest.FeatureVectorTraversal].Derivation* derivation - cdef SparseVector fmap - cdef unsigned k - try: - for k in range(size): - derivation = derivations.LazyKthBest(self.hg.nodes_.size() - 1, k) - if not derivation: break - fmap = SparseVector.__new__(SparseVector) - fmap.vector = new FastSparseVector[weight_t](derivation._yield) - yield fmap - finally: - del derivations - - def sample(self, unsigned n): - """hg.sample(n) -> Sample of n hypotheses from the hypergraph.""" - cdef vector[hypergraph.Hypothesis]* hypos = new vector[hypergraph.Hypothesis]() - hypergraph.sample_hypotheses(self.hg[0], n, self._rng(), hypos) - cdef unsigned k - try: - for k in range(hypos.size()): - yield unicode(GetString(hypos[0][k].words).c_str(), 'utf8') - finally: - del hypos - - def sample_trees(self, unsigned n): - """hg.sample_trees(n) -> Sample of n trees from the hypergraph.""" - cdef vector[string]* trees = new vector[string]() - hypergraph.sample_trees(self.hg[0], n, self._rng(), trees) - cdef unsigned k - try: - for k in range(trees.size()): - yield unicode(trees[0][k].c_str(), 'utf8') - finally: - del trees - - def intersect(self, inp): - """hg.intersect(Lattice/string): Intersect the hypergraph with the provided reference.""" - cdef Lattice lat - if isinstance(inp, Lattice): - lat = inp - elif isinstance(inp, basestring): - lat = Lattice(inp) - else: - raise TypeError('cannot intersect hypergraph with %s' % type(inp)) - return hypergraph.Intersect(lat.lattice[0], self.hg) - - def prune(self, beam_alpha=0, density=0, **kwargs): - """hg.prune(beam_alpha=0, density=0): Prune the hypergraph. - beam_alpha: use beam pruning - density: use density pruning""" - cdef hypergraph.EdgeMask* preserve_mask = NULL - if 'csplit_preserve_full_word' in kwargs: - preserve_mask = new hypergraph.EdgeMask(self.hg.edges_.size()) - preserve_mask[0][hypergraph.GetFullWordEdgeIndex(self.hg[0])] = True - self.hg.PruneInsideOutside(beam_alpha, density, preserve_mask, False, 1, False) - if preserve_mask: - del preserve_mask - - def lattice(self): # TODO direct hg -> lattice conversion in cdec - """hg.lattice() -> Lattice corresponding to the hypergraph.""" - cdef bytes plf = hypergraph.AsPLF(self.hg[0], True).c_str() - return Lattice(eval(plf)) - - def plf(self): - """hg.plf() -> Lattice PLF representation corresponding to the hypergraph.""" - return bytes(hypergraph.AsPLF(self.hg[0], True).c_str()) - - def reweight(self, weights): - """hg.reweight(SparseVector/DenseVector): Reweight the hypergraph with a new vector.""" - if isinstance(weights, SparseVector): - self.hg.Reweight(( weights).vector[0]) - elif isinstance(weights, DenseVector): - self.hg.Reweight(( weights).vector[0]) - else: - raise TypeError('cannot reweight hypergraph with %s' % type(weights)) - - property edges: - def __get__(self): - cdef unsigned i - for i in range(self.hg.edges_.size()): - yield HypergraphEdge().init(self.hg, i) - - property nodes: - def __get__(self): - cdef unsigned i - for i in range(self.hg.nodes_.size()): - yield HypergraphNode().init(self.hg, i) - - property goal: - def __get__(self): - return HypergraphNode().init(self.hg, self.hg.GoalNode()) - - property npaths: - def __get__(self): - return self.hg.NumberOfPaths() - - def inside_outside(self): - """hg.inside_outside() -> SparseVector with inside-outside scores for each feature.""" - cdef FastSparseVector[prob_t]* result = new FastSparseVector[prob_t]() - cdef prob_t z = hypergraph.InsideOutside(self.hg[0], result) - result[0] /= z - cdef SparseVector vector = SparseVector.__new__(SparseVector) - vector.vector = new FastSparseVector[double]() - cdef FastSparseVector[prob_t].const_iterator* it = new FastSparseVector[prob_t].const_iterator(result[0], False) - cdef unsigned i - for i in range(result.size()): - vector.vector.set_value(it[0].ptr().first, log(it[0].ptr().second)) - pinc(it[0]) # ++it - del it - del result - return vector - -cdef class HypergraphEdge: - cdef hypergraph.Hypergraph* hg - cdef hypergraph.HypergraphEdge* edge - cdef public TRule trule - - cdef init(self, hypergraph.Hypergraph* hg, unsigned i): - self.hg = hg - self.edge = &hg.edges_[i] - self.trule = TRule.__new__(TRule) - self.trule.rule = new shared_ptr[grammar.TRule](self.edge.rule_) - return self - - def __len__(self): - return self.edge.tail_nodes_.size() - - property head_node: - def __get__(self): - return HypergraphNode().init(self.hg, self.edge.head_node_) - - property tail_nodes: - def __get__(self): - cdef unsigned i - for i in range(self.edge.tail_nodes_.size()): - yield HypergraphNode().init(self.hg, self.edge.tail_nodes_[i]) - - property span: - def __get__(self): - return (self.edge.i_, self.edge.j_) - - property src_span: - def __get__(self): - return (self.edge.prev_i_, self.edge.prev_j_) - - property feature_values: - def __get__(self): - cdef SparseVector vector = SparseVector.__new__(SparseVector) - vector.vector = new FastSparseVector[double](self.edge.feature_values_) - return vector - - property prob: - def __get__(self): - return self.edge.edge_prob_.as_float() - - def __richcmp__(HypergraphEdge x, HypergraphEdge y, int op): - if op == 2: # == - return x.edge == y.edge - elif op == 3: # != - return not (x == y) - raise NotImplemented('comparison not implemented for HypergraphEdge') - -cdef class HypergraphNode: - cdef hypergraph.Hypergraph* hg - cdef hypergraph.HypergraphNode* node - - cdef init(self, hypergraph.Hypergraph* hg, unsigned i): - self.hg = hg - self.node = &hg.nodes_[i] - return self - - property in_edges: - def __get__(self): - cdef unsigned i - for i in range(self.node.in_edges_.size()): - yield HypergraphEdge().init(self.hg, self.node.in_edges_[i]) - - property out_edges: - def __get__(self): - cdef unsigned i - for i in range(self.node.out_edges_.size()): - yield HypergraphEdge().init(self.hg, self.node.out_edges_[i]) - - property span: - def __get__(self): - return next(self.in_edges).span - - property cat: - def __get__(self): - if self.node.cat_: - return str(TDConvert(-self.node.cat_).c_str()) - - def __richcmp__(HypergraphNode x, HypergraphNode y, int op): - if op == 2: # == - return x.node == y.node - elif op == 3: # != - return not (x == y) - raise NotImplemented('comparison not implemented for HypergraphNode') diff --git a/python/src/kbest.pxd b/python/src/kbest.pxd deleted file mode 100644 index 44ecfbab..00000000 --- a/python/src/kbest.pxd +++ /dev/null @@ -1,20 +0,0 @@ -from libcpp.vector cimport vector -from utils cimport WordID -from hypergraph cimport Hypergraph - -cdef extern from "decoder/viterbi.h": - cdef cppclass ESentenceTraversal: - pass - cdef cppclass ETreeTraversal: - pass - cdef cppclass FTreeTraversal: - pass - cdef cppclass FeatureVectorTraversal: - pass - -cdef extern from "decoder/kbest.h" namespace "KBest": - cdef cppclass KBestDerivations[T, Traversal]: - cppclass Derivation: - T _yield "yield" - KBestDerivations(Hypergraph& hg, unsigned k) nogil - Derivation* LazyKthBest(unsigned v, unsigned k) nogil diff --git a/python/src/lattice.pxd b/python/src/lattice.pxd deleted file mode 100644 index 8ad710e5..00000000 --- a/python/src/lattice.pxd +++ /dev/null @@ -1,20 +0,0 @@ -from libcpp.vector cimport vector -from libcpp.string cimport string -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[vector[LatticeArc]]) - Lattice() - bint IsSentence() - vector[LatticeArc]& operator[](unsigned) - void resize(unsigned) - -cdef extern from "decoder/lattice.h" namespace "LatticeTools": - void ConvertTextOrPLF(string& text, Lattice* pl) diff --git a/python/src/lattice.pxi b/python/src/lattice.pxi deleted file mode 100644 index 8000b61e..00000000 --- a/python/src/lattice.pxi +++ /dev/null @@ -1,80 +0,0 @@ -cimport lattice - -cdef class Lattice: - cdef lattice.Lattice* lattice - - def __cinit__(self): - self.lattice = new lattice.Lattice() - - def __init__(self, inp): - """Lattice(tuple) -> Lattice from node list. - Lattice(string) -> Lattice from PLF representation.""" - if isinstance(inp, tuple): - self.lattice.resize(len(inp)) - for i, arcs in enumerate(inp): - self[i] = arcs - elif isinstance(inp, basestring): - lattice.ConvertTextOrPLF(as_str(inp), self.lattice) - else: - raise TypeError('cannot create lattice from %s' % type(inp)) - - def __dealloc__(self): - del self.lattice - - def __getitem__(self, int index): - if not 0 <= index < len(self): - raise IndexError('lattice index out of range') - arcs = [] - cdef vector[lattice.LatticeArc] arc_vector = self.lattice[0][index] - cdef lattice.LatticeArc* arc - cdef unsigned i - for i in range(arc_vector.size()): - arc = &arc_vector[i] - label = unicode(TDConvert(arc.label).c_str(), 'utf8') - arcs.append((label, arc.cost, arc.dist2next)) - return tuple(arcs) - - def __setitem__(self, int index, tuple arcs): - if not 0 <= index < len(self): - raise IndexError('lattice index out of range') - cdef lattice.LatticeArc* arc - for (label, cost, dist2next) in arcs: - label_str = as_str(label) - arc = new lattice.LatticeArc(TDConvert(label_str), cost, dist2next) - self.lattice[0][index].push_back(arc[0]) - del arc - - def __len__(self): - return self.lattice.size() - - def __str__(self): - return str(hypergraph.AsPLF(self.lattice[0], True).c_str()) - - def __unicode__(self): - return unicode(str(self), 'utf8') - - def __iter__(self): - cdef unsigned i - for i in range(len(self)): - yield self[i] - - def todot(self): - """lattice.todot() -> Representation of the lattice in GraphViz dot format.""" - def lines(): - yield 'digraph lattice {' - yield 'rankdir = LR;' - yield 'node [shape=circle];' - for i in range(len(self)): - for label, weight, delta in self[i]: - yield '%d -> %d [label="%s"];' % (i, i+delta, label.replace('"', '\\"')) - yield '%d [shape=doublecircle]' % len(self) - yield '}' - return '\n'.join(lines()).encode('utf8') - - def as_hypergraph(self): - """lattice.as_hypergraph() -> Hypergraph representation of the lattice.""" - cdef Hypergraph result = Hypergraph.__new__(Hypergraph) - result.hg = new hypergraph.Hypergraph() - cdef bytes plf = str(self) - hypergraph.ReadFromPLF(plf, result.hg) - return result diff --git a/python/src/mteval.pxd b/python/src/mteval.pxd deleted file mode 100644 index 33a6b7a5..00000000 --- a/python/src/mteval.pxd +++ /dev/null @@ -1,56 +0,0 @@ -from libcpp.vector cimport vector -from libcpp.string cimport string -from utils cimport * -from hypergraph cimport Hypergraph - -cdef extern from "mteval/ns.h": - cdef cppclass SufficientStats: - SufficientStats() - SufficientStats(SufficientStats&) - unsigned size() - float operator[](unsigned i) - void swap(SufficientStats& other) - vector[float] fields - - SufficientStats add "operator+" (SufficientStats&, SufficientStats&) - - cdef cppclass SegmentEvaluator: - void Evaluate(vector[WordID]& hyp, SufficientStats* out) - - cdef cppclass EvaluationMetric: - string& MetricId() - bint IsErrorMetric() - float ComputeScore(SufficientStats& stats) - string DetailedScore(SufficientStats& stats) - shared_ptr[SegmentEvaluator] CreateSegmentEvaluator(vector[vector[WordID]]& refs) - ComputeSufficientStatistics(vector[WordID]& hyp, - vector[WordID]& refs, - SufficientStats* out) - - cdef 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/utils/candidate_set.h" namespace "training": - cdef cppclass Candidate: - vector[WordID] ewords - FastSparseVector[weight_t] fmap - SufficientStats eval_feats - - ctypedef Candidate const_Candidate "const training::Candidate" - - cdef cppclass CandidateSet: - CandidateSet() - unsigned size() - const_Candidate& operator[](unsigned i) - void ReadFromFile(string& file) - void WriteToFile(string& file) - void AddKBestCandidates(Hypergraph& hg, - unsigned kbest_size, - SegmentEvaluator* scorer) diff --git a/python/src/mteval.pxi b/python/src/mteval.pxi deleted file mode 100644 index 436a1e01..00000000 --- a/python/src/mteval.pxi +++ /dev/null @@ -1,198 +0,0 @@ -cimport mteval - -cdef SufficientStats as_stats(x, y): - if isinstance(x, SufficientStats): - return x - elif x == 0 and isinstance(y, SufficientStats): - stats = SufficientStats() - stats.stats = new mteval.SufficientStats() - stats.metric = ( y).metric - return stats - -cdef class Candidate: - cdef mteval.const_Candidate* candidate - cdef public float score - - property words: - def __get__(self): - return unicode(GetString(self.candidate.ewords).c_str(), encoding='utf8') - - property fmap: - def __get__(self): - cdef SparseVector fmap = SparseVector.__new__(SparseVector) - fmap.vector = new FastSparseVector[weight_t](self.candidate.fmap) - return fmap - -cdef class SufficientStats: - cdef mteval.SufficientStats* stats - cdef mteval.EvaluationMetric* metric - - def __dealloc__(self): - del self.stats - - property score: - def __get__(self): - return self.metric.ComputeScore(self.stats[0]) - - property detail: - def __get__(self): - return str(self.metric.DetailedScore(self.stats[0]).c_str()) - - def __len__(self): - return self.stats.size() - - def __iter__(self): - for i in range(len(self)): - yield self[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] - return self - - def __add__(x, y): - cdef SufficientStats sx = as_stats(x, y) - cdef SufficientStats sy = as_stats(y, x) - cdef SufficientStats result = SufficientStats() - result.stats = new mteval.SufficientStats(mteval.add(sx.stats[0], sy.stats[0])) - result.metric = sx.metric - return result - -cdef class CandidateSet: - cdef shared_ptr[mteval.SegmentEvaluator]* scorer - cdef mteval.EvaluationMetric* metric - cdef mteval.CandidateSet* cs - - def __cinit__(self, SegmentEvaluator evaluator): - self.scorer = new shared_ptr[mteval.SegmentEvaluator](evaluator.scorer[0]) - self.metric = evaluator.metric - self.cs = new mteval.CandidateSet() - - def __dealloc__(self): - del self.scorer - del self.cs - - def __len__(self): - return self.cs.size() - - def __getitem__(self,int k): - if not 0 <= k < self.cs.size(): - raise IndexError('candidate set index out of range') - cdef Candidate candidate = Candidate() - candidate.candidate = &self.cs[0][k] - candidate.score = self.metric.ComputeScore(self.cs[0][k].eval_feats) - return candidate - - def __iter__(self): - cdef unsigned i - for i in range(len(self)): - yield self[i] - - def add_kbest(self, Hypergraph hypergraph, unsigned k): - """cs.add_kbest(Hypergraph hypergraph, int k) -> Extract K-best hypotheses - from the hypergraph and add them to the candidate set.""" - self.cs.AddKBestCandidates(hypergraph.hg[0], k, self.scorer.get()) - -cdef class SegmentEvaluator: - cdef shared_ptr[mteval.SegmentEvaluator]* scorer - cdef mteval.EvaluationMetric* metric - - def __dealloc__(self): - del self.scorer - - def evaluate(self, sentence): - """se.evaluate(sentence) -> SufficientStats for the given hypothesis.""" - cdef vector[WordID] hyp - cdef SufficientStats sf = SufficientStats() - sf.metric = self.metric - sf.stats = new mteval.SufficientStats() - ConvertSentence(as_str(sentence.strip()), &hyp) - self.scorer.get().Evaluate(hyp, sf.stats) - return sf - - def candidate_set(self): - """se.candidate_set() -> Candidate set using this segment evaluator for scoring.""" - return CandidateSet(self) - -cdef class Scorer: - cdef string* name - cdef mteval.EvaluationMetric* metric - - 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): - if isinstance(refs, basestring): - refs = [refs] - cdef vector[vector[WordID]]* refsv = new vector[vector[WordID]]() - cdef vector[WordID]* refv - for ref in refs: - refv = new vector[WordID]() - ConvertSentence(as_str(ref.strip()), refv) - refsv.push_back(refv[0]) - del refv - cdef unsigned i - cdef SegmentEvaluator evaluator = SegmentEvaluator() - 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 str(self.name.c_str()) - -cdef float _compute_score(void* metric_, mteval.SufficientStats* stats): - cdef 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_ - cdef list refs_ = [] - cdef unsigned i - for i in range(refs.size()): - refs_.append(str(refs[0][i].c_str())) - cdef list ss = metric.evaluate(str(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() - cdef bytes class_name = self.__class__.__name__ - self.scorer.name = new string(class_name) - self.scorer.metric = mteval.PyMetricInstance(self.scorer.name[0], - 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') -QCRI = Scorer('QCRI_BLEU') -TER = Scorer('TER') -CER = Scorer('CER') -SSK = Scorer('SSK') diff --git a/python/src/observer.h b/python/src/observer.h deleted file mode 100644 index 05f3c9be..00000000 --- a/python/src/observer.h +++ /dev/null @@ -1,21 +0,0 @@ -#include "decoder/hg.h" -#include "decoder/decoder.h" - -struct BasicObserver: public DecoderObserver { - Hypergraph* hypergraph; - BasicObserver() : hypergraph(NULL) {} - ~BasicObserver() { - if(hypergraph != NULL) delete hypergraph; - } - void NotifyDecodingStart(const SentenceMetadata& smeta) {} - void NotifySourceParseFailure(const SentenceMetadata& smeta) {} - void NotifyTranslationForest(const SentenceMetadata& smeta, Hypergraph* hg) { - if(hypergraph != NULL) delete hypergraph; - hypergraph = new Hypergraph(*hg); - } - void NotifyAlignmentFailure(const SentenceMetadata& semta) { - if(hypergraph != NULL) delete hypergraph; - } - void NotifyAlignmentForest(const SentenceMetadata& smeta, Hypergraph* hg) {} - void NotifyDecodingComplete(const SentenceMetadata& smeta) {} -}; diff --git a/python/src/py_scorer.h b/python/src/py_scorer.h deleted file mode 100644 index 22dc9fee..00000000 --- a/python/src/py_scorer.h +++ /dev/null @@ -1,44 +0,0 @@ -#include "ns.h" -#include "tdict.h" - -typedef float (*MetricScoreCallback)(void*, SufficientStats* stats); -typedef void (*MetricStatsCallback)(void*, - std::string *hyp, - std::vector *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& hyp, - const std::vector >& refs, - SufficientStats* out) const { - std::string hyp_(TD::GetString(hyp)); - std::vector 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; -}; diff --git a/python/src/sa/_sa.c b/python/src/sa/_sa.c deleted file mode 100644 index 2e565e22..00000000 --- a/python/src/sa/_sa.c +++ /dev/null @@ -1,80507 +0,0 @@ -/* Generated by Cython 0.19.1 on Sun Jun 2 14:47:43 2013 */ - -#define PY_SSIZE_T_CLEAN -#ifndef CYTHON_USE_PYLONG_INTERNALS -#ifdef PYLONG_BITS_IN_DIGIT -#define CYTHON_USE_PYLONG_INTERNALS 0 -#else -#include "pyconfig.h" -#ifdef PYLONG_BITS_IN_DIGIT -#define CYTHON_USE_PYLONG_INTERNALS 1 -#else -#define CYTHON_USE_PYLONG_INTERNALS 0 -#endif -#endif -#endif -#include "Python.h" -#ifndef Py_PYTHON_H - #error Python headers needed to compile C extensions, please install development version of Python. -#elif PY_VERSION_HEX < 0x02040000 - #error Cython requires Python 2.4+. -#else -#include /* For offsetof */ -#ifndef offsetof -#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) -#endif -#if !defined(WIN32) && !defined(MS_WINDOWS) - #ifndef __stdcall - #define __stdcall - #endif - #ifndef __cdecl - #define __cdecl - #endif - #ifndef __fastcall - #define __fastcall - #endif -#endif -#ifndef DL_IMPORT - #define DL_IMPORT(t) t -#endif -#ifndef DL_EXPORT - #define DL_EXPORT(t) t -#endif -#ifndef PY_LONG_LONG - #define PY_LONG_LONG LONG_LONG -#endif -#ifndef Py_HUGE_VAL - #define Py_HUGE_VAL HUGE_VAL -#endif -#ifdef PYPY_VERSION -#define CYTHON_COMPILING_IN_PYPY 1 -#define CYTHON_COMPILING_IN_CPYTHON 0 -#else -#define CYTHON_COMPILING_IN_PYPY 0 -#define CYTHON_COMPILING_IN_CPYTHON 1 -#endif -#if PY_VERSION_HEX < 0x02050000 - typedef int Py_ssize_t; - #define PY_SSIZE_T_MAX INT_MAX - #define PY_SSIZE_T_MIN INT_MIN - #define PY_FORMAT_SIZE_T "" - #define CYTHON_FORMAT_SSIZE_T "" - #define PyInt_FromSsize_t(z) PyInt_FromLong(z) - #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) - #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \ - (PyErr_Format(PyExc_TypeError, \ - "expected index value, got %.200s", Py_TYPE(o)->tp_name), \ - (PyObject*)0)) - #define __Pyx_PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && \ - !PyComplex_Check(o)) - #define PyIndex_Check __Pyx_PyIndex_Check - #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message) - #define __PYX_BUILD_PY_SSIZE_T "i" -#else - #define __PYX_BUILD_PY_SSIZE_T "n" - #define CYTHON_FORMAT_SSIZE_T "z" - #define __Pyx_PyIndex_Check PyIndex_Check -#endif -#if PY_VERSION_HEX < 0x02060000 - #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt) - #define Py_TYPE(ob) (((PyObject*)(ob))->ob_type) - #define Py_SIZE(ob) (((PyVarObject*)(ob))->ob_size) - #define PyVarObject_HEAD_INIT(type, size) \ - PyObject_HEAD_INIT(type) size, - #define PyType_Modified(t) - typedef struct { - void *buf; - PyObject *obj; - Py_ssize_t len; - Py_ssize_t itemsize; - int readonly; - int ndim; - char *format; - Py_ssize_t *shape; - Py_ssize_t *strides; - Py_ssize_t *suboffsets; - void *internal; - } Py_buffer; - #define PyBUF_SIMPLE 0 - #define PyBUF_WRITABLE 0x0001 - #define PyBUF_FORMAT 0x0004 - #define PyBUF_ND 0x0008 - #define PyBUF_STRIDES (0x0010 | PyBUF_ND) - #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES) - #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES) - #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES) - #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES) - #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE) - #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE) - typedef int (*getbufferproc)(PyObject *, Py_buffer *, int); - typedef void (*releasebufferproc)(PyObject *, Py_buffer *); -#endif -#if PY_MAJOR_VERSION < 3 - #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" - #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ - PyCode_New(a, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#else - #define __Pyx_BUILTIN_MODULE_NAME "builtins" - #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ - PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#endif -#if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6 - #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict") -#endif -#if PY_MAJOR_VERSION >= 3 - #define Py_TPFLAGS_CHECKTYPES 0 - #define Py_TPFLAGS_HAVE_INDEX 0 -#endif -#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3) - #define Py_TPFLAGS_HAVE_NEWBUFFER 0 -#endif -#if PY_VERSION_HEX < 0x02060000 - #define Py_TPFLAGS_HAVE_VERSION_TAG 0 -#endif -#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) - #define CYTHON_PEP393_ENABLED 1 - #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? 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The sign is irrelevant, an exponent with all bits 1 and - a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is - a quiet NaN. */ - float value; - memset(&value, 0xFF, sizeof(value)); - return value; -} -#endif - - -#if PY_MAJOR_VERSION >= 3 - #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) - #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) -#else - #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) - #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) -#endif - -#ifndef __PYX_EXTERN_C - #ifdef __cplusplus - #define __PYX_EXTERN_C extern "C" - #else - #define __PYX_EXTERN_C extern - #endif -#endif - -#if defined(WIN32) || defined(MS_WINDOWS) -#define _USE_MATH_DEFINES -#endif -#include -#define __PYX_HAVE___sa -#define __PYX_HAVE_API___sa -#include "string.h" -#include "stdio.h" -#include "stdlib.h" -#include "strmap.h" -#include "math.h" -#ifdef _OPENMP -#include -#endif /* _OPENMP */ - -#ifdef PYREX_WITHOUT_ASSERTIONS -#define CYTHON_WITHOUT_ASSERTIONS -#endif - -#ifndef CYTHON_UNUSED -# if defined(__GNUC__) -# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) -# define CYTHON_UNUSED __attribute__ ((__unused__)) -# else -# define CYTHON_UNUSED -# endif -# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) -# define CYTHON_UNUSED __attribute__ ((__unused__)) -# else -# define CYTHON_UNUSED -# endif -#endif -typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; - const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/ - -#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 -#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 -#define __PYX_DEFAULT_STRING_ENCODING "" -#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString -#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize -static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); -static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); -#define __Pyx_PyBytes_FromString PyBytes_FromString -#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize -static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char*); -#if PY_MAJOR_VERSION < 3 - #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString - #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize -#else - #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString - #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize -#endif -#define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((char*)s) -#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((char*)s) -#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((char*)s) -#define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((char*)s) -#if PY_MAJOR_VERSION < 3 -static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) -{ - const Py_UNICODE *u_end = u; - while (*u_end++) ; - return u_end - u - 1; -} -#else -#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen -#endif -#define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) -#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode -#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode -#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) -#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); -static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x); -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); -static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); -static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); -#if CYTHON_COMPILING_IN_CPYTHON -#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) -#else -#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) -#endif -#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) -#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII -static int __Pyx_sys_getdefaultencoding_not_ascii; -static int __Pyx_init_sys_getdefaultencoding_params() { - PyObject* sys = NULL; - PyObject* default_encoding = NULL; - PyObject* ascii_chars_u = NULL; - PyObject* ascii_chars_b = NULL; - sys = PyImport_ImportModule("sys"); - if (sys == NULL) goto bad; - default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); - if (default_encoding == NULL) goto bad; - if (strcmp(PyBytes_AsString(default_encoding), "ascii") == 0) { - __Pyx_sys_getdefaultencoding_not_ascii = 0; - } else { - const char* default_encoding_c = PyBytes_AS_STRING(default_encoding); - char ascii_chars[128]; - int c; - for (c = 0; c < 128; c++) { - ascii_chars[c] = c; - } - __Pyx_sys_getdefaultencoding_not_ascii = 1; - ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); - if (ascii_chars_u == NULL) goto bad; - ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); - if (ascii_chars_b == NULL || strncmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { - PyErr_Format( - PyExc_ValueError, - "This module compiled with c_string_encoding=ascii, but default encoding '%s' is not a superset of ascii.", - default_encoding_c); - goto bad; - } - } - Py_XDECREF(sys); - Py_XDECREF(default_encoding); - Py_XDECREF(ascii_chars_u); - Py_XDECREF(ascii_chars_b); - return 0; -bad: - Py_XDECREF(sys); - Py_XDECREF(default_encoding); - Py_XDECREF(ascii_chars_u); - Py_XDECREF(ascii_chars_b); - return -1; -} -#endif -#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 -#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) -#else -#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) -#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT -static char* __PYX_DEFAULT_STRING_ENCODING; -static int __Pyx_init_sys_getdefaultencoding_params() { - PyObject* sys = NULL; - PyObject* default_encoding = NULL; - char* default_encoding_c; - sys = PyImport_ImportModule("sys"); - if (sys == NULL) goto bad; - default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); - if (default_encoding == NULL) goto bad; - default_encoding_c = PyBytes_AS_STRING(default_encoding); - __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c)); - strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); - Py_DECREF(sys); - Py_DECREF(default_encoding); - return 0; -bad: - Py_XDECREF(sys); - Py_XDECREF(default_encoding); - return -1; -} -#endif -#endif - - -#ifdef __GNUC__ - /* Test for GCC > 2.95 */ - #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)) - #define likely(x) __builtin_expect(!!(x), 1) - #define unlikely(x) __builtin_expect(!!(x), 0) - #else /* __GNUC__ > 2 ... */ - #define likely(x) (x) - #define unlikely(x) (x) - #endif /* __GNUC__ > 2 ... */ -#else /* __GNUC__ */ - #define likely(x) (x) - #define unlikely(x) (x) -#endif /* __GNUC__ */ - -static PyObject *__pyx_m; 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/*proto*/ - -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ - -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename); /*proto*/ - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ - -static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ - -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { - PyListObject* L = (PyListObject*) list; - Py_ssize_t len = Py_SIZE(list); - if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { - Py_INCREF(x); - PyList_SET_ITEM(list, len, x); - Py_SIZE(list) = len+1; - return 0; - } - return PyList_Append(list, x); -} -#else -#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) -#endif - -#define __Pyx_GetItemInt(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ - (((size) <= sizeof(Py_ssize_t)) ? \ - __Pyx_GetItemInt_Fast(o, i, is_list, wraparound, boundscheck) : \ - __Pyx_GetItemInt_Generic(o, to_py_func(i))) -#define __Pyx_GetItemInt_List(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ - (((size) <= sizeof(Py_ssize_t)) ? \ - __Pyx_GetItemInt_List_Fast(o, i, wraparound, boundscheck) : \ - __Pyx_GetItemInt_Generic(o, to_py_func(i))) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, - int wraparound, int boundscheck); -#define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ - (((size) <= sizeof(Py_ssize_t)) ? \ - __Pyx_GetItemInt_Tuple_Fast(o, i, wraparound, boundscheck) : \ - __Pyx_GetItemInt_Generic(o, to_py_func(i))) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, - int wraparound, int boundscheck); -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, - int is_list, int wraparound, int boundscheck); - -static CYTHON_INLINE int __Pyx_PySequence_Contains(PyObject* item, PyObject* seq, int eq) { - int result = PySequence_Contains(seq, item); - return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); -} - -static PyObject* __Pyx_PyObject_CallMethodTuple(PyObject* obj, PyObject* method_name, PyObject* args) { - PyObject *method, *result = NULL; - if (unlikely(!args)) return NULL; - method = __Pyx_PyObject_GetAttrStr(obj, method_name); 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- -static CYTHON_INLINE int __Pyx_div_int(int, int); /* proto */ - -#ifndef __PYX_FORCE_INIT_THREADS - #define __PYX_FORCE_INIT_THREADS 0 -#endif - -#define UNARY_NEG_WOULD_OVERFLOW(x) (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) - -static CYTHON_INLINE int __Pyx_mod_int(int, int); /* proto */ - -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); - -static CYTHON_INLINE int __Pyx_IterFinish(void); /*proto*/ - -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ - -#define __Pyx_SetItemInt(o, i, v, size, to_py_func, is_list, wraparound, boundscheck) \ - (((size) <= sizeof(Py_ssize_t)) ? \ - __Pyx_SetItemInt_Fast(o, i, v, is_list, wraparound, boundscheck) : \ - __Pyx_SetItemInt_Generic(o, to_py_func(i), v)) -static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v); -static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, - int is_list, int wraparound, int boundscheck); - -static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ -#if CYTHON_COMPILING_IN_PYPY -#define __Pyx_PyObject_AsDouble(obj) \ -(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \ - likely(PyInt_CheckExact(obj)) ? \ - PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj)) -#else -#define __Pyx_PyObject_AsDouble(obj) \ -((likely(PyFloat_CheckExact(obj))) ? \ - PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj)) -#endif - -static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); - -static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */ - -static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, - const char *name, int exact); /*proto*/ - -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { - PyListObject* L = (PyListObject*) list; - Py_ssize_t len = Py_SIZE(list); - if (likely(L->allocated > len)) { - Py_INCREF(x); - PyList_SET_ITEM(list, len, x); - Py_SIZE(list) = len+1; - return 0; - } - return PyList_Append(list, x); -} -#else -#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) -#endif - -static CYTHON_INLINE int __Pyx_PyDict_Contains(PyObject* item, PyObject* dict, int eq) { - int result = PyDict_Contains(dict, item); - return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); -} - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); - -static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index); /*proto*/ - -static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** value1, PyObject** value2, - int is_tuple, int has_known_size, int decref_tuple); - -static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name, - Py_ssize_t* p_orig_length, int* p_is_dict); -static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos, - PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict); - -#if PY_VERSION_HEX < 0x02050000 -#ifndef PyAnySet_CheckExact -#define PyAnySet_CheckExact(ob) \ - ((ob)->ob_type == &PySet_Type || \ - (ob)->ob_type == &PyFrozenSet_Type) -#define PySet_New(iterable) \ - PyObject_CallFunctionObjArgs((PyObject *)&PySet_Type, (iterable), NULL) -#define Pyx_PyFrozenSet_New(iterable) \ - PyObject_CallFunctionObjArgs((PyObject *)&PyFrozenSet_Type, (iterable), NULL) -#define PySet_Size(anyset) \ - PyObject_Size((anyset)) -#define PySet_Contains(anyset, key) \ - PySequence_Contains((anyset), (key)) -#define PySet_Pop(set) \ - PyObject_CallMethod(set, (char *)"pop", NULL) -static CYTHON_INLINE int PySet_Clear(PyObject *set) { - PyObject *ret = PyObject_CallMethod(set, (char *)"clear", NULL); 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- -static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ - -#define __Pyx_Generator_USED -#include -#include -typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); -typedef struct { - PyObject_HEAD - __pyx_generator_body_t body; - PyObject *closure; - PyObject *exc_type; - PyObject *exc_value; - PyObject *exc_traceback; - PyObject *gi_weakreflist; - PyObject *classobj; - PyObject *yieldfrom; - int resume_label; - char is_running; // using T_BOOL for property below requires char value -} __pyx_GeneratorObject; -static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, - PyObject *closure); -static int __pyx_Generator_init(void); -static int __Pyx_Generator_clear(PyObject* self); -#if 1 || PY_VERSION_HEX < 0x030300B0 -static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue); -#else -#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue) -#endif - -static int __Pyx_check_binary_version(void); 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-static PyTypeObject *__pyx_ptype_3_sa_Phrase = 0; -static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_27___iter__ = 0; -static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct____iter__ = 0; -static PyTypeObject *__pyx_ptype_3_sa_TrieTable = 0; -static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_5_genexpr = 0; -static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_10_genexpr = 0; -static PyTypeObject *__pyx_ptype_3_sa_FloatList = 0; -static int __pyx_v_3_sa_ALIGNMENT_CODE; -static int __pyx_v_3_sa_MIN_BOTTOM_SIZE; -static int __pyx_v_3_sa_MIN_BOTTOM_BITS; -static int __pyx_v_3_sa_LOWER_MASK[32]; -static int __pyx_v_3_sa_INDEX_SHIFT; -static int __pyx_v_3_sa_INDEX_MASK; -static struct __pyx_obj_3_sa_Alphabet *__pyx_v_3_sa_ALPHABET = 0; -static int __pyx_v_3_sa_PRECOMPUTE; -static int __pyx_v_3_sa_MERGE; -static int __pyx_v_3_sa_BAEZA_YATES; -static int __pyx_v_3_sa_EPSILON; -static struct __pyx_obj_3_sa_StringMap *__pyx_v_3_sa_FD = 0; -static char *__pyx_f_3_sa_sym_tostring(int); /*proto*/ -static int __pyx_f_3_sa_sym_isvar(int); /*proto*/ -static int __pyx_f_3_sa_sym_getindex(int); /*proto*/ -static struct __pyx_t_3_sa__node *__pyx_f_3_sa_new_node(int); /*proto*/ -static PyObject *__pyx_f_3_sa_del_node(struct __pyx_t_3_sa__node *); /*proto*/ -static int *__pyx_f_3_sa_get_val(struct __pyx_t_3_sa__node *, int); /*proto*/ -static void __pyx_f_3_sa__init_lower_mask(void); /*proto*/ -static struct __pyx_t_3_sa__BitSet *__pyx_f_3_sa_new_BitSet(void); /*proto*/ -static int __pyx_f_3_sa_bitset_findsucc(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ -static int __pyx_f_3_sa_bitset_insert(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ -static int __pyx_f_3_sa_bitset_contains(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ -static PyObject *__pyx_f_3_sa_dec2bin(long); /*proto*/ -static struct __pyx_t_3_sa__VEB *__pyx_f_3_sa_new_VEB(int); /*proto*/ -static int __pyx_f_3_sa_VEB_insert(struct __pyx_t_3_sa__VEB *, int); /*proto*/ -static PyObject *__pyx_f_3_sa_del_VEB(struct __pyx_t_3_sa__VEB *); /*proto*/ -static int __pyx_f_3_sa_VEB_findsucc(struct __pyx_t_3_sa__VEB *, int); /*proto*/ -static int __pyx_f_3_sa_VEB_contains(struct __pyx_t_3_sa__VEB *, int); /*proto*/ -static int __pyx_f_3_sa_sym_setindex(int, int); /*proto*/ -static int __pyx_f_3_sa_sym_fromstring(char *, int); /*proto*/ -static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_new_trie_node(void); /*proto*/ -static struct __pyx_t_3_sa__Trie_Edge *__pyx_f_3_sa_new_trie_edge(int); /*proto*/ -static PyObject *__pyx_f_3_sa_free_trie_node(struct __pyx_t_3_sa__Trie_Node *); /*proto*/ -static PyObject *__pyx_f_3_sa_free_trie_edge(struct __pyx_t_3_sa__Trie_Edge *); /*proto*/ -static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_find(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ -static PyObject *__pyx_f_3_sa_trie_node_data_append(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ -static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_insert(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ -static PyObject *__pyx_f_3_sa_trie_node_to_map(struct __pyx_t_3_sa__Trie_Node *, PyObject *, PyObject *, int); /*proto*/ -static PyObject *__pyx_f_3_sa_trie_edge_to_map(struct __pyx_t_3_sa__Trie_Edge *, PyObject *, PyObject *, int); /*proto*/ -static void __pyx_f_3_sa_assign_matching(struct __pyx_t_3_sa_Matching *, int *, int, int, int *); /*proto*/ -static int *__pyx_f_3_sa_append_combined_matching(int *, struct __pyx_t_3_sa_Matching *, struct __pyx_t_3_sa_Matching *, int, int, int *); /*proto*/ -static int *__pyx_f_3_sa_extend_arr(int *, int *, int *, int); /*proto*/ -static int __pyx_f_3_sa_median(int, int, int); /*proto*/ -static void __pyx_f_3_sa_find_comparable_matchings(int, int, int *, int, int, int *, int *); /*proto*/ -#define __Pyx_MODULE_NAME "_sa" -int __pyx_module_is_main__sa = 0; - -/* Implementation of '_sa' */ -static PyObject *__pyx_builtin_open; -static PyObject *__pyx_builtin_IndexError; -static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_TypeError; -static PyObject *__pyx_builtin_enumerate; -static PyObject *__pyx_builtin_map; -static PyObject *__pyx_builtin_Exception; -static PyObject *__pyx_builtin_zip; -static PyObject *__pyx_builtin_StopIteration; -static PyObject *__pyx_builtin_cmp; -static PyObject *__pyx_builtin_sorted; -static PyObject *__pyx_builtin_max; -static PyObject *__pyx_pf_3_sa_monitor_cpu(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_2gzip_or_text(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_filename); /* proto */ -static int __pyx_pf_3_sa_9FloatList___cinit__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ -static void __pyx_pf_3_sa_9FloatList_2__dealloc__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_9FloatList_4__getitem__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static int __pyx_pf_3_sa_9FloatList_6__setitem__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ -static Py_ssize_t __pyx_pf_3_sa_9FloatList_8__len__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_9FloatList_10append(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, float __pyx_v_val); /* proto */ -static PyObject *__pyx_pf_3_sa_9FloatList_12write(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9FloatList_14read(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static int __pyx_pf_3_sa_7IntList___cinit__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_2__str__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_4index(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_6partition(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_8_doquicksort(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_10sort(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_12reset(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ -static void __pyx_pf_3_sa_7IntList_14__dealloc__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_16__iter__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_19__getitem__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ -static int __pyx_pf_3_sa_7IntList_21__setitem__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ -static Py_ssize_t __pyx_pf_3_sa_7IntList_23__len__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_25get_size(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_27append(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_29extend(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_31write(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_7IntList_33read(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static int __pyx_pf_3_sa_9StringMap___cinit__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */ -static void __pyx_pf_3_sa_9StringMap_2__dealloc__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_9DataArray___cinit__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side, int __pyx_v_use_sent_id); /* proto */ -static Py_ssize_t __pyx_pf_3_sa_9DataArray_2__len__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_4get_sentence_id(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_6get_sentence(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_8get_id(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_word); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_10__getitem__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_12get_sentence_bounds(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_14write_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_16read_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_11read_bitext_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_18read_bitext(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename, int __pyx_v_side); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_20read_text_data(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_data); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_22read_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_24write_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_26write_enhanced_handle(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_28write_enhanced(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_7word2id___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_9DataArray_7word2id_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_3_sa_9DataArray_7word2id_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_7id2word___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_9DataArray_7id2word_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_3_sa_9DataArray_7id2word_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_4data___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_9DataArray_4data_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_3_sa_9DataArray_4data_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_7sent_id___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_9DataArray_7sent_id_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_3_sa_9DataArray_7sent_id_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_9DataArray_10sent_index___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_9DataArray_10sent_index_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_3_sa_9DataArray_10sent_index_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_9Alignment_unlink(CYTHON_UNUSED struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_link); /* proto */ -static PyObject *__pyx_pf_3_sa_9Alignment_2get_sent_links(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id); /* proto */ -static int __pyx_pf_3_sa_9Alignment_4__cinit__(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ -static PyObject *__pyx_pf_3_sa_9Alignment_6read_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9Alignment_8read_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9Alignment_10write_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9Alignment_12write_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_9Alignment_16alignment(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static int __pyx_pf_3_sa_5BiLex___cinit__(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_from_text, PyObject *__pyx_v_from_data, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_earray, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_alignment); /* proto */ -static PyObject *__pyx_pf_3_sa_5BiLex_2write_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_5BiLex_4read_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_5BiLex_6get_e_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_eword); /* proto */ -static PyObject *__pyx_pf_3_sa_5BiLex_8get_f_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword); /* proto */ -static PyObject *__pyx_pf_3_sa_5BiLex_10read_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_5BiLex_14get_score(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword, PyObject *__pyx_v_eword, PyObject *__pyx_v_col); /* proto */ -static PyObject *__pyx_pf_3_sa_5BiLex_16write_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_14BitSetIterator___next__(struct __pyx_obj_3_sa_BitSetIterator *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_6BitSet___cinit__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ -static void __pyx_pf_3_sa_6BitSet_2__dealloc__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6BitSet_4__iter__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6BitSet_6insert(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_3_sa_6BitSet_8findsucc(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_3_sa_6BitSet_10__str__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6BitSet_12min(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6BitSet_14max(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ -static Py_ssize_t __pyx_pf_3_sa_6BitSet_16__len__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_6BitSet_18__contains__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_3_sa_11VEBIterator___next__(struct __pyx_obj_3_sa_VEBIterator *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_3VEB___cinit__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, int __pyx_v_size); /* proto */ -static void __pyx_pf_3_sa_3VEB_2__dealloc__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_3VEB_4__iter__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_3VEB_6insert(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_3_sa_3VEB_8findsucc(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static Py_ssize_t __pyx_pf_3_sa_3VEB_10__len__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_3VEB_12__contains__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static int __pyx_pf_3_sa_3LCP___cinit__(struct __pyx_obj_3_sa_LCP *__pyx_v_self, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sa); /* proto */ -static PyObject *__pyx_pf_3_sa_3LCP_2compute_stats(struct __pyx_obj_3_sa_LCP *__pyx_v_self, int __pyx_v_max_n); /* proto */ -static int __pyx_pf_3_sa_8Alphabet___cinit__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ -static void __pyx_pf_3_sa_8Alphabet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_8Alphabet_9terminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_8Alphabet_12nonterminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_4isvar(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sym); /* proto */ -static PyObject *__pyx_pf_3_sa_12make_lattice_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_12make_lattice_3genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6make_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words); /* proto */ -static PyObject *__pyx_pf_3_sa_14decode_lattice_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_8decode_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice); /* proto */ -static PyObject *__pyx_pf_3_sa_15decode_sentence_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_10decode_sentence(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice); /* proto */ -static PyObject *__pyx_pf_3_sa_12encode_words_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_12encode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words); /* proto */ -static PyObject *__pyx_pf_3_sa_12decode_words_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_14decode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_syms); /* proto */ -static int __pyx_pf_3_sa_6Phrase___cinit__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_words); /* proto */ -static void __pyx_pf_3_sa_6Phrase_2__dealloc__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_4__str__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_6handle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_8strhandle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_10arity(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_12getvarpos(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_14getvar(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_16clen(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_k); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_18getchunk(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_ci); /* proto */ -#if PY_MAJOR_VERSION < 3 -static int __pyx_pf_3_sa_6Phrase_20__cmp__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ -#endif -static Py_hash_t __pyx_pf_3_sa_6Phrase_22__hash__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ -static Py_ssize_t __pyx_pf_3_sa_6Phrase_24__len__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_26__getitem__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_28__iter__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_31subst(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_children); /* proto */ -static PyObject *__pyx_pf_3_sa_6Phrase_5words___get__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_4Rule___cinit__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, int __pyx_v_lhs, struct __pyx_obj_3_sa_Phrase *__pyx_v_f, struct __pyx_obj_3_sa_Phrase *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_word_alignments); /* proto */ -static Py_hash_t __pyx_pf_3_sa_4Rule_2__hash__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ -#if PY_MAJOR_VERSION < 3 -static int __pyx_pf_3_sa_4Rule_4__cmp__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Rule *__pyx_v_other); /* proto */ -#endif -static PyObject *__pyx_pf_3_sa_4Rule_6fmerge(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Phrase *__pyx_v_f); /* proto */ -static PyObject *__pyx_pf_3_sa_4Rule_8arity(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_4Rule_7__str___genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_4Rule_10__str__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_4Rule_12alignments(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_4Rule_1f___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_4Rule_1e___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_7TrieMap___cinit__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, int __pyx_v_alphabet_size); /* proto */ -static void __pyx_pf_3_sa_7TrieMap_2__dealloc__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_7TrieMap_4insert(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_3_sa_7TrieMap_6contains(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_3_sa_7TrieMap_8toMap(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_flag); /* proto */ -static int __pyx_pf_3_sa_14Precomputation___cinit__(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_from_stats, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_precompute_rank, PyObject *__pyx_v_precompute_secondary_rank, PyObject *__pyx_v_max_length, PyObject *__pyx_v_max_nonterminals, PyObject *__pyx_v_train_max_initial_size, PyObject *__pyx_v_train_min_gap_size); /* proto */ -static PyObject *__pyx_pf_3_sa_14Precomputation_2read_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_14Precomputation_4write_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_14Precomputation_6precompute(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_stats, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sarray); /* proto */ -static int __pyx_pf_3_sa_11SuffixArray___cinit__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side); /* proto */ -static PyObject *__pyx_pf_3_sa_11SuffixArray_2__getitem__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_3_sa_11SuffixArray_4read_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_filename, PyObject *__pyx_v_side); /* proto */ -static PyObject *__pyx_pf_3_sa_11SuffixArray_6q3sort(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, int __pyx_v_h, struct __pyx_obj_3_sa_IntList *__pyx_v_isa, PyObject *__pyx_v_pad); /* proto */ -static PyObject *__pyx_pf_3_sa_11SuffixArray_8write_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_11SuffixArray_10read_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_11SuffixArray_12write_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_11SuffixArray_14write_enhanced(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_3_sa_11SuffixArray_16lookup(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_word, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high); /* proto */ -static int __pyx_pf_3_sa_8TrieNode___cinit__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_8TrieNode_8children___get__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_8TrieNode_8children_2__set__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_3_sa_8TrieNode_8children_4__del__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_16ExtendedTrieNode___cinit__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_phrase, PyObject *__pyx_v_phrase_location, PyObject *__pyx_v_suffix_link); /* proto */ -static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_6phrase___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_9TrieTable___cinit__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_extended); /* proto */ -static PyObject *__pyx_pf_3_sa_9TrieTable_8extended___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_9TrieTable_8extended_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static PyObject *__pyx_pf_3_sa_9TrieTable_5count___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_9TrieTable_5count_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static PyObject *__pyx_pf_3_sa_9TrieTable_4root___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_9TrieTable_4root_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_3_sa_9TrieTable_4root_4__del__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_14PhraseLocation___cinit__(struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_self, int __pyx_v_sa_low, int __pyx_v_sa_high, int __pyx_v_arr_low, int __pyx_v_arr_high, PyObject *__pyx_v_arr, int __pyx_v_num_subpatterns); /* proto */ -static int __pyx_pf_3_sa_7Sampler___cinit__(struct __pyx_obj_3_sa_Sampler *__pyx_v_self, int __pyx_v_sample_size, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray); /* proto */ -static PyObject *__pyx_pf_3_sa_7Sampler_2sample(struct __pyx_obj_3_sa_Sampler *__pyx_v_self, struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_phrase_location); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda1(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda2(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda3(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static int __pyx_pf_3_sa_23HieroCachingRuleFactory___cinit__(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_Alignment *__pyx_v_alignment, float __pyx_v_by_slack_factor, char *__pyx_v_category, PyObject *__pyx_v_max_chunks, unsigned int __pyx_v_max_initial_size, unsigned int __pyx_v_max_length, unsigned int __pyx_v_max_nonterminals, PyObject *__pyx_v_max_target_chunks, PyObject *__pyx_v_max_target_length, unsigned int __pyx_v_min_gap_size, PyObject *__pyx_v_precompute_file, unsigned int __pyx_v_precompute_secondary_rank, unsigned int __pyx_v_precompute_rank, int __pyx_v_require_aligned_terminal, int __pyx_v_require_aligned_chunks, unsigned int __pyx_v_train_max_initial_size, unsigned int __pyx_v_train_min_gap_size, int __pyx_v_tight_phrases, int __pyx_v_use_baeza_yates, int __pyx_v_use_collocations, int __pyx_v_use_index); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_2configure(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray, struct __pyx_obj_3_sa_DataArray *__pyx_v_edarray, struct __pyx_obj_3_sa_Sampler *__pyx_v_sampler, struct __pyx_obj_3_sa_Scorer *__pyx_v_scorer); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_4pattern2phrase(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_6pattern2phrase_plus(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_10get_precomputed_collocation(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_phrase); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_12advance(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_frontier, PyObject *__pyx_v_res, PyObject *__pyx_v_fwords); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_14get_all_nodes_isteps_away(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_skip, PyObject *__pyx_v_i, PyObject *__pyx_v_spanlen, PyObject *__pyx_v_pathlen, PyObject *__pyx_v_fwords, PyObject *__pyx_v_next_states, PyObject *__pyx_v_reachable_buffer); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_16reachable(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_dist); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_18shortest(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_ito); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_20get_next_states(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v__columns, PyObject *__pyx_v_curr_idx, PyObject *__pyx_v_min_dist); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda5(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda4(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda6(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_5input_2genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_22input(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_meta); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_12add_instance_extract(PyObject *__pyx_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_f_j, PyObject *__pyx_v_e_i, PyObject *__pyx_v_e_j, PyObject *__pyx_v_min_bound, PyObject *__pyx_v_wc, PyObject *__pyx_v_links, PyObject *__pyx_v_nt, PyObject *__pyx_v_nt_open); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_25add_instance(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_words, PyObject *__pyx_v_e_words, PyObject *__pyx_v_alignment); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda7(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda8(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_9form_rule_2genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_27form_rule(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_e_i, PyObject *__pyx_v_f_span, PyObject *__pyx_v_e_span, PyObject *__pyx_v_nt, PyObject *__pyx_v_al); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8fmt_rule_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_29fmt_rule(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_a); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_31dump_online_stats(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_33dump_online_rules(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_35online_ctx_lookup(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f, PyObject *__pyx_v_e); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_13get_f_phrases_extract(PyObject *__pyx_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_f_j, PyObject *__pyx_v_lex_i, PyObject *__pyx_v_lex_j, PyObject *__pyx_v_wc, PyObject *__pyx_v_ntc, PyObject *__pyx_v_syms); /* proto */ -static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_37get_f_phrases(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_words); /* proto */ -static PyObject *__pyx_pf_3_sa_16span_check(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ -static PyObject *__pyx_pf_3_sa_18span_inc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ -static PyObject *__pyx_pf_3_sa_20span_dec(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ -static int __pyx_pf_3_sa_13FeatureVector___cinit__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_13FeatureVector_2set(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self, unsigned int __pyx_v_name, float __pyx_v_value); /* proto */ -static PyObject *__pyx_pf_3_sa_13FeatureVector_4__iter__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_3_sa_13FeatureVector_7__str___genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_3_sa_13FeatureVector_7__str__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self); /* proto */ -static int __pyx_pf_3_sa_6Scorer___init__(struct __pyx_obj_3_sa_Scorer *__pyx_v_self, PyObject *__pyx_v_models); /* proto */ -static PyObject *__pyx_tp_new_3_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_9_decode_sentence(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_17_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_20_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_3_compute_stats(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_12_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_29_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_VEBIterator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_BiLex(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_VEB(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_11_encode_words(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_DataArray(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_BitSetIterator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_23_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_Precomputation(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_18_alignments(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_14_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_SuffixArray(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_16___str__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_Alphabet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_Rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_6_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_21_add_instance(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_2_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_PhraseLocation(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_15___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_22_form_rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_25_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_24_fmt_rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_28___str__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_1_read_bitext(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_13_decode_words(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_FeatureVector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_7_decode_lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_19_input(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_Scorer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_Alignment(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_BitSet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_StringMap(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_26_get_f_phrases(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_TrieNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_8_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_4_make_lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_Phrase(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_27___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_TrieTable(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_5_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_10_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_3_sa_FloatList(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static char __pyx_k_1[] = ".gz"; -static char __pyx_k_2[] = "Requested index %d of %d-length FloatList"; -static char __pyx_k_3[] = "IntList["; -static char __pyx_k_4[] = ","; -static char __pyx_k_5[] = "]"; -static char __pyx_k_6[] = "len="; -static char __pyx_k_7[] = "%s not in IntList"; -static char __pyx_k_8[] = "Requested index %d of %d-length IntList"; -static char __pyx_k_9[] = "Requested index %d:%d of %d-length IntList"; -static char __pyx_k_10[] = "Illegal key type %s for IntList"; -static char __pyx_k_14[] = "%s "; -static char __pyx_k_15[] = "\n"; -static char __pyx_k_19[] = " ||| "; -static char __pyx_k_23[] = "%d "; -static char __pyx_k_27[] = "%s %d "; -static char __pyx_k_29[] = "write_enhanced_handle"; -static char __pyx_k_33[] = "-"; -static char __pyx_k_37[] = "%d-%d "; -static char __pyx_k_44[] = "%d-%d out of bounds (I=%d,J=%d) in line %d\n"; -static char __pyx_k_47[] = ""; -static char __pyx_k_48[] = "Sort error in CLex"; -static char __pyx_k_50[] = " "; -static char __pyx_k_52[] = "%d %f %f "; -static char __pyx_k_54[] = "%d %s "; -static char __pyx_k_58[] = "%s %s %.6f %.6f\n"; -static char __pyx_k_60[] = " ("; -static char __pyx_k_61[] = ")"; -static char __pyx_k_62[] = "Constructing LCP array"; -static char __pyx_k_64[] = "LCP array completed"; -static char __pyx_k_66[] = "[%s,%d]"; -static char __pyx_k_67[] = "[%s]"; -static char __pyx_k_68[] = "\\"; -static char __pyx_k_69[] = " "; -static char __pyx_k_70[] = "Invalid LHS symbol: %d"; -static char __pyx_k_71[] = "%d-%d"; -static char __pyx_k_72[] = "precompute_secondary_rank"; -static char __pyx_k_73[] = "train_max_initial_size"; -static char __pyx_k_74[] = "Precomputing frequent intersections"; -static char __pyx_k_76[] = " Computing inverted indexes..."; -static char __pyx_k_78[] = " Computing collocations..."; -static char __pyx_k_80[] = " %d sentences"; -static char __pyx_k_85[] = "X "; -static char __pyx_k_86[] = "ERROR: unexpected pattern %s in set of precomputed collocations"; -static char __pyx_k_87[] = "RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d"; -static char __pyx_k_88[] = "Precomputed collocations for %d patterns out of %d possible (upper bound %d)"; -static char __pyx_k_89[] = "Precomputed inverted index for %d patterns "; -static char __pyx_k_90[] = "Precomputation took %f seconds"; -static char __pyx_k_91[] = " Bucket sort took %f seconds"; -static char __pyx_k_92[] = " Refining, sort depth = %d"; -static char __pyx_k_93[] = " Refinement took %f seconds"; -static char __pyx_k_94[] = " Finalizing sort..."; -static char __pyx_k_96[] = "Suffix array construction took %f seconds"; -static char __pyx_k_97[] = "Unexpected condition found in q3sort: sort from %d to %d"; -static char __pyx_k__0[] = "0"; -static char __pyx_k__1[] = "1"; -static char __pyx_k__E[] = "E"; -static char __pyx_k__F[] = "F"; -static char __pyx_k__a[] = "a"; -static char __pyx_k__e[] = "e"; -static char __pyx_k__f[] = "f"; -static char __pyx_k__h[] = "h"; -static char __pyx_k__i[] = "i"; -static char __pyx_k__j[] = "j"; -static char __pyx_k__k[] = "k"; -static char __pyx_k__r[] = "r"; -static char __pyx_k__w[] = "w"; -static char __pyx_k__x[] = "x"; -static char __pyx_k__y[] = "y"; -static char __pyx_k_102[] = "Sampling strategy: uniform, max sample size = %d"; -static char __pyx_k_103[] = "Sampling strategy: no sampling"; -static char __pyx_k_105[] = "require_aligned_terminal"; -static char __pyx_k_106[] = "require_aligned_chunks"; -static char __pyx_k_107[] = "[X]"; -static char __pyx_k_108[] = "Must specify an alignment object"; -static char __pyx_k_110[] = "HieroCachingRuleFactory.__cinit__.."; -static char __pyx_k_111[] = "Reading precomputed data from file %s... "; -static char __pyx_k_112[] = "Precomputation done with max nonterminals %d, decoder uses %d"; -static char __pyx_k_113[] = "Precomputation done with max terminals %d, decoder uses %d"; -static char __pyx_k_114[] = "Precomputation done with max initial size %d, decoder uses %d"; -static char __pyx_k_115[] = "Precomputation done with min gap size %d, decoder uses %d"; -static char __pyx_k_116[] = "Converting %d hash keys on precomputed inverted index... "; -static char __pyx_k_117[] = "Converting %d hash keys on precomputed collocations... "; -static char __pyx_k_118[] = "Processing precomputations took %f seconds"; -static char __pyx_k_119[] = "{"; - static char __pyx_k_120[] = "("; -static char __pyx_k_121[] = "}"; -static char __pyx_k_122[] = "get_precomputed_collocation"; -static char __pyx_k_123[] = "double binary"; -static char __pyx_k_124[] = "HieroCachingRuleFactory.input..lambda4.."; -static char __pyx_k_125[] = "Keyword trie error"; -static char __pyx_k_127[] = "HieroCachingRuleFactory.input.."; -static char __pyx_k_128[] = "get_all_nodes_isteps_away"; -static char __pyx_k_129[] = "Total time for rule lookup, extraction, and scoring = %f seconds"; -static char __pyx_k_130[] = " Extract time = %f seconds"; -static char __pyx_k_131[] = " Intersect time = %f seconds"; -static char __pyx_k_132[] = "No aligned terminals"; -static char __pyx_k_133[] = "Unaligned chunk"; -static char __pyx_k_134[] = "Gaps are not tight phrases"; -static char __pyx_k_135[] = "Inside edges of preceding subphrase are not tight"; -static char __pyx_k_136[] = "Inside edges of following subphrase are not tight"; -static char __pyx_k_137[] = "Subphrase [%d, %d] failed integrity check"; -static char __pyx_k_138[] = "Didn't extract anything from [%d, %d] -> [%d, %d]"; -static char __pyx_k_139[] = "Unable to extract basic phrase"; -static char __pyx_k_143[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi"; -static char __pyx_k_144[] = "HieroCachingRuleFactory.add_instance..extract"; -static char __pyx_k_146[] = "HieroCachingRuleFactory.form_rule.."; -static char __pyx_k_149[] = "{0}-{1}"; -static char __pyx_k_150[] = "[X] ||| {0} ||| {1} ||| {2}"; -static char __pyx_k_151[] = "------------------------------"; -static char __pyx_k_153[] = " Online Stats "; -static char __pyx_k_157[] = " : "; -static char __pyx_k_163[] = "OnlineFeatureContext"; -static char __pyx_k_166[] = "HieroCachingRuleFactory.get_f_phrases..extract"; -static char __pyx_k_167[] = "%s=%s"; -static char __pyx_k_169[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/_sa.pyx"; -static char __pyx_k_172[] = "cdec.sa"; -static char __pyx_k_176[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi"; -static char __pyx_k_187[] = "*EPS*"; -static char __pyx_k__FE[] = "FE"; -static char __pyx_k__al[] = "al"; -static char __pyx_k__fe[] = "fe"; -static char __pyx_k__gc[] = "gc"; -static char __pyx_k__nt[] = "nt"; -static char __pyx_k__sa[] = "sa"; -static char __pyx_k__wc[] = "wc"; -static char __pyx_k___sa[] = "_sa"; -static char __pyx_k__arr[] = "arr"; -static char __pyx_k__cmp[] = "cmp"; -static char __pyx_k__col[] = "col"; -static char __pyx_k__e_i[] = "e_i"; -static char __pyx_k__e_j[] = "e_j"; -static char __pyx_k__end[] = "end"; -static char __pyx_k__f_i[] = "f_i"; -static char __pyx_k__f_j[] = "f_j"; -static char __pyx_k__get[] = "get"; -static char __pyx_k__isa[] = "isa"; -static char __pyx_k__ito[] = "ito"; -static char __pyx_k__key[] = "key"; -static char __pyx_k__lhs[] = "lhs"; -static char __pyx_k__low[] = "low"; -static char __pyx_k__map[] = "map"; -static char __pyx_k__max[] = "max"; -static char __pyx_k__ntc[] = "ntc"; -static char __pyx_k__pad[] = "pad"; -static char __pyx_k__pop[] = "pop"; -static char __pyx_k__res[] = "res"; -static char __pyx_k__set[] = "set"; -static char __pyx_k__sym[] = "sym"; -static char __pyx_k__vec[] = "vec"; -static char __pyx_k__zip[] = "zip"; -static char __pyx_k__NULL[] = "NULL"; -static char __pyx_k__args[] = "args"; -static char __pyx_k__dist[] = "dist"; -static char __pyx_k__gzip[] = "gzip"; -static char __pyx_k__high[] = "high"; -static char __pyx_k__info[] = "info"; -static char __pyx_k__join[] = "join"; -static char __pyx_k__link[] = "link"; -static char __pyx_k__meta[] = "meta"; -static char __pyx_k__name[] = "name"; -static char __pyx_k__open[] = "open"; -static char __pyx_k__seek[] = "seek"; -static char __pyx_k__send[] = "send"; -static char __pyx_k__side[] = "side"; -static char __pyx_k__size[] = "size"; -static char __pyx_k__skip[] = "skip"; -static char __pyx_k__stop[] = "stop"; -static char __pyx_k__syms[] = "syms"; -static char __pyx_k__warn[] = "warn"; -static char __pyx_k__word[] = "word"; -static char __pyx_k___SEP_[] = "_SEP_"; -static char __pyx_k__arity[] = "arity"; -static char __pyx_k__chain[] = "chain"; -static char __pyx_k__close[] = "close"; -static char __pyx_k__debug[] = "debug"; -static char __pyx_k__eword[] = "eword"; -static char __pyx_k__fword[] = "fword"; -static char __pyx_k__ifrom[] = "ifrom"; -static char __pyx_k__index[] = "index"; -static char __pyx_k__isvar[] = "isvar"; -static char __pyx_k__lex_i[] = "lex_i"; -static char __pyx_k__lex_j[] = "lex_j"; -static char __pyx_k__links[] = "links"; -static char __pyx_k__merge[] = "merge"; -static char __pyx_k__range[] = "range"; -static char __pyx_k__reset[] = "reset"; -static char __pyx_k__split[] = "split"; -static char __pyx_k__start[] = "start"; -static char __pyx_k__stats[] = "stats"; -static char __pyx_k__throw[] = "throw"; -static char __pyx_k__toMap[] = "toMap"; -static char __pyx_k__value[] = "value"; -static char __pyx_k__words[] = "words"; -static char __pyx_k__write[] = "write"; -static char __pyx_k__append[] = "append"; -static char __pyx_k__e_span[] = "e_span"; -static char __pyx_k__e_text[] = "e_text"; -static char __pyx_k__earray[] = "earray"; -static char __pyx_k__extend[] = "extend"; -static char __pyx_k__f_span[] = "f_span"; -static char __pyx_k__f_text[] = "f_text"; -static char __pyx_k__fcount[] = "fcount"; -static char __pyx_k__format[] = "format"; -static char __pyx_k__fwords[] = "fwords"; -static char __pyx_k__get_id[] = "get_id"; -static char __pyx_k__insert[] = "insert"; -static char __pyx_k__link_i[] = "link_i"; -static char __pyx_k__link_j[] = "link_j"; -static char __pyx_k__logger[] = "logger"; -static char __pyx_k__lookup[] = "lookup"; -static char __pyx_k__offset[] = "offset"; -static char __pyx_k__online[] = "online"; -static char __pyx_k__phrase[] = "phrase"; -static char __pyx_k__q3sort[] = "q3sort"; -static char __pyx_k__sa_low[] = "sa_low"; -static char __pyx_k__sample[] = "sample"; -static char __pyx_k__sarray[] = "sarray"; -static char __pyx_k__scorer[] = "scorer"; -static char __pyx_k__scores[] = "scores"; -static char __pyx_k__sorted[] = "sorted"; -static char __pyx_k__source[] = "source"; -static char __pyx_k__unlink[] = "unlink"; -static char __pyx_k__Counter[] = "Counter"; -static char __pyx_k__advance[] = "advance"; -static char __pyx_k__arr_low[] = "arr_low"; -static char __pyx_k__bilex_e[] = "bilex_e"; -static char __pyx_k__bilex_f[] = "bilex_f"; -static char __pyx_k__collect[] = "collect"; -static char __pyx_k__e_words[] = "e_words"; -static char __pyx_k__edarray[] = "edarray"; -static char __pyx_k__ephrase[] = "ephrase"; -static char __pyx_k__extract[] = "extract"; -static char __pyx_k__f_words[] = "f_words"; -static char __pyx_k__fphrase[] = "fphrase"; -static char __pyx_k__fsarray[] = "fsarray"; -static char __pyx_k__genexpr[] = "genexpr"; -static char __pyx_k__lattice[] = "lattice"; -static char __pyx_k__logging[] = "logging"; -static char __pyx_k__matches[] = "matches"; -static char __pyx_k__new_e_i[] = "new_e_i"; -static char __pyx_k__new_e_j[] = "new_e_j"; -static char __pyx_k__nt_open[] = "nt_open"; -static char __pyx_k__pathlen[] = "pathlen"; -static char __pyx_k__sa_high[] = "sa_high"; -static char __pyx_k__sampler[] = "sampler"; -static char __pyx_k__spanlen[] = "spanlen"; -static char __pyx_k__GzipFile[] = "GzipFile"; -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___columns[] = "_columns"; -static char __pyx_k__arr_high[] = "arr_high"; -static char __pyx_k__bilex_fe[] = "bilex_fe"; -static char __pyx_k__category[] = "category"; -static char __pyx_k__children[] = "children"; -static char __pyx_k__curr_idx[] = "curr_idx"; -static char __pyx_k__extended[] = "extended"; -static char __pyx_k__filename[] = "filename"; -static char __pyx_k__fmt_rule[] = "fmt_rule"; -static char __pyx_k__frontier[] = "frontier"; -static char __pyx_k__get_e_id[] = "get_e_id"; -static char __pyx_k__get_f_id[] = "get_f_id"; -static char __pyx_k__get_word[] = "get_word"; -static char __pyx_k__getchunk[] = "getchunk"; 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- } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":140 - * faligned[i] = 1 - * ealigned[j] = 1 - * for i from 0 <= i < I: # <<<<<<<<<<<<<< - * if faligned[i] == 0: - * f_i = fsent[i] - */ - __pyx_t_7 = __pyx_v_I; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":141 - * ealigned[j] = 1 - * for i from 0 <= i < I: - * if faligned[i] == 0: # <<<<<<<<<<<<<< - * f_i = fsent[i] - * fmargin[f_i] = fmargin[f_i] + 1 - */ - __pyx_t_10 = (((__pyx_v_faligned[__pyx_v_i]) == 0) != 0); - if (__pyx_t_10) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":142 - * for i from 0 <= i < I: - * if faligned[i] == 0: - * f_i = fsent[i] # <<<<<<<<<<<<<< - * fmargin[f_i] = fmargin[f_i] + 1 - * emargin[null_word] = emargin[null_word] + 1 - */ - __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":143 - * if faligned[i] == 0: - * f_i = fsent[i] - * fmargin[f_i] = fmargin[f_i] + 1 # <<<<<<<<<<<<<< - * emargin[null_word] = emargin[null_word] + 1 - * if dict[f_i] == NULL: - */ - (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); 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- goto __pyx_L3; - } - __pyx_L3:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":187 - * if veb.num_bottom_bits < MIN_BOTTOM_BITS: - * veb.num_bottom_bits = MIN_BOTTOM_BITS - * veb.top_universe_size = (n >> veb.num_bottom_bits) + 1 # <<<<<<<<<<<<<< - * - * veb.bottom = malloc(veb.top_universe_size * sizeof(void*)) - */ - __pyx_v_veb->top_universe_size = ((__pyx_v_n >> __pyx_v_veb->num_bottom_bits) + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":189 - * veb.top_universe_size = (n >> veb.num_bottom_bits) + 1 - * - * veb.bottom = malloc(veb.top_universe_size * sizeof(void*)) # <<<<<<<<<<<<<< - * memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*)) - * - */ - __pyx_v_veb->bottom = ((void **)malloc((__pyx_v_veb->top_universe_size * (sizeof(void *))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":190 - * - * veb.bottom = malloc(veb.top_universe_size * sizeof(void*)) - * memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*)) # <<<<<<<<<<<<<< - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - */ - memset(__pyx_v_veb->bottom, 0, (__pyx_v_veb->top_universe_size * (sizeof(void *)))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":192 - * memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*)) - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * veb.top = new_VEB(veb.top_universe_size) - * else: - */ - __pyx_t_3 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":193 - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * veb.top = new_VEB(veb.top_universe_size) # <<<<<<<<<<<<<< - * else: - * veb.top = new_BitSet() - */ - __pyx_v_veb->top = __pyx_f_3_sa_new_VEB(__pyx_v_veb->top_universe_size); - goto __pyx_L4; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":195 - * veb.top = new_VEB(veb.top_universe_size) - * else: - * veb.top = new_BitSet() # <<<<<<<<<<<<<< - * - * veb.max_val = -1 - */ - __pyx_v_veb->top = __pyx_f_3_sa_new_BitSet(); - } - __pyx_L4:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":197 - * veb.top = new_BitSet() - * - * veb.max_val = -1 # <<<<<<<<<<<<<< - * veb.min_val = -1 - * veb.size = 0 - */ - __pyx_v_veb->max_val = -1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":198 - * - * veb.max_val = -1 - * veb.min_val = -1 # <<<<<<<<<<<<<< - * veb.size = 0 - * return veb - */ - __pyx_v_veb->min_val = -1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":199 - * veb.max_val = -1 - * veb.min_val = -1 - * veb.size = 0 # <<<<<<<<<<<<<< - * return veb - * - */ - __pyx_v_veb->size = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":200 - * veb.min_val = -1 - * veb.size = 0 - * return veb # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = __pyx_v_veb; - goto __pyx_L0; - - __pyx_r = 0; - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_WriteUnraisable("_sa.new_VEB", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":203 - * - * - * cdef int VEB_insert(_VEB* veb, int i): # <<<<<<<<<<<<<< - * cdef _VEB* subv - * cdef _BitSet* subb - */ - -static int __pyx_f_3_sa_VEB_insert(struct __pyx_t_3_sa__VEB *__pyx_v_veb, int __pyx_v_i) { - struct __pyx_t_3_sa__VEB *__pyx_v_subv; - struct __pyx_t_3_sa__BitSet *__pyx_v_subb; - int __pyx_v_a; - int __pyx_v_b; - int __pyx_v_tmp; - int __pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - int __pyx_t_4; - __Pyx_RefNannySetupContext("VEB_insert", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":208 - * cdef int a, b, tmp - * - * if veb.size == 0: # <<<<<<<<<<<<<< - * veb.min_val = i - * veb.max_val = i - */ - __pyx_t_1 = ((__pyx_v_veb->size == 0) != 0); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":209 - * - * if veb.size == 0: - * veb.min_val = i # <<<<<<<<<<<<<< - * veb.max_val = i - * elif i == veb.min_val or i == veb.max_val: - */ - __pyx_v_veb->min_val = __pyx_v_i; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":210 - * if veb.size == 0: - * veb.min_val = i - * veb.max_val = i # <<<<<<<<<<<<<< - * elif i == veb.min_val or i == veb.max_val: - * return 0 - */ - __pyx_v_veb->max_val = __pyx_v_i; - goto __pyx_L3; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":211 - * veb.min_val = i - * veb.max_val = i - * elif i == veb.min_val or i == veb.max_val: # <<<<<<<<<<<<<< - * return 0 - * else: - */ - __pyx_t_1 = ((__pyx_v_i == __pyx_v_veb->min_val) != 0); - if (!__pyx_t_1) { - __pyx_t_2 = ((__pyx_v_i == __pyx_v_veb->max_val) != 0); - __pyx_t_3 = __pyx_t_2; - } else { - __pyx_t_3 = __pyx_t_1; - } - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":212 - * veb.max_val = i - * elif i == veb.min_val or i == veb.max_val: - * return 0 # <<<<<<<<<<<<<< - * else: - * if i < veb.min_val: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L3; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":214 - * return 0 - * else: - * if i < veb.min_val: # <<<<<<<<<<<<<< - * tmp = i - * i = veb.min_val - */ - __pyx_t_3 = ((__pyx_v_i < __pyx_v_veb->min_val) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":215 - * else: - * if i < veb.min_val: - * tmp = i # <<<<<<<<<<<<<< - * i = veb.min_val - * veb.min_val = tmp - */ - __pyx_v_tmp = __pyx_v_i; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":216 - * if i < veb.min_val: - * tmp = i - * i = veb.min_val # <<<<<<<<<<<<<< - * veb.min_val = tmp - * a = i >> veb.num_bottom_bits - */ - __pyx_t_4 = __pyx_v_veb->min_val; - __pyx_v_i = __pyx_t_4; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":217 - * tmp = i - * i = veb.min_val - * veb.min_val = tmp # <<<<<<<<<<<<<< - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - */ - __pyx_v_veb->min_val = __pyx_v_tmp; - goto __pyx_L4; - } - __pyx_L4:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":218 - * i = veb.min_val - * veb.min_val = tmp - * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<< - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * if veb.bottom[a] == NULL: - */ - __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":219 - * veb.min_val = tmp - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<< - * if veb.bottom[a] == NULL: - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - */ - __pyx_v_b = (__pyx_v_i & (__pyx_v_3_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":220 - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * if veb.bottom[a] == NULL: # <<<<<<<<<<<<<< - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * subv = <_VEB*> veb.top - */ - __pyx_t_3 = (((__pyx_v_veb->bottom[__pyx_v_a]) == NULL) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":221 - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * if veb.bottom[a] == NULL: - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * subv = <_VEB*> veb.top - * VEB_insert(subv, a) - */ - __pyx_t_3 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":222 - * if veb.bottom[a] == NULL: - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * subv = <_VEB*> veb.top # <<<<<<<<<<<<<< - * VEB_insert(subv, a) - * else: - */ - __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":223 - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * subv = <_VEB*> veb.top - * VEB_insert(subv, a) # <<<<<<<<<<<<<< - * else: - * subb = <_BitSet*> veb.top - */ - __pyx_f_3_sa_VEB_insert(__pyx_v_subv, __pyx_v_a); - goto __pyx_L6; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":225 - * VEB_insert(subv, a) - * else: - * subb = <_BitSet*> veb.top # <<<<<<<<<<<<<< - * bitset_insert(subb, a) - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - */ - __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":226 - * else: - * subb = <_BitSet*> veb.top - * bitset_insert(subb, a) # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) - */ - __pyx_f_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_a); - } - __pyx_L6:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":227 - * subb = <_BitSet*> veb.top - * bitset_insert(subb, a) - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) - * else: - */ - __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":228 - * bitset_insert(subb, a) - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) # <<<<<<<<<<<<<< - * else: - * veb.bottom[a] = new_BitSet() - */ - (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_3_sa_new_VEB((1 << __pyx_v_veb->num_bottom_bits)); 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- - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":233 - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] - * if VEB_insert(subv, b) == 0: # <<<<<<<<<<<<<< - * return 0 - * else: - */ - __pyx_t_3 = ((__pyx_f_3_sa_VEB_insert(__pyx_v_subv, __pyx_v_b) == 0) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":234 - * subv = <_VEB*> veb.bottom[a] - * if VEB_insert(subv, b) == 0: - * return 0 # <<<<<<<<<<<<<< - * else: - * subb = <_BitSet*> veb.bottom[a] - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L9; - } - __pyx_L9:; - goto __pyx_L8; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":236 - * return 0 - * else: - * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< - * if bitset_insert(subb, b) == 0: - * return 0 - */ - __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":237 - * else: - * subb = <_BitSet*> veb.bottom[a] - * if bitset_insert(subb, b) == 0: # <<<<<<<<<<<<<< - * return 0 - * - */ - __pyx_t_3 = ((__pyx_f_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_b) == 0) != 0); 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- - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":243 - * veb.max_val = i - * veb.size = veb.size + 1 - * return 1 # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = 1; - goto __pyx_L0; - - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":246 - * - * - * cdef del_VEB(_VEB* veb): # <<<<<<<<<<<<<< - * cdef int i - * - */ - -static PyObject *__pyx_f_3_sa_del_VEB(struct __pyx_t_3_sa__VEB *__pyx_v_veb) { - int __pyx_v_i; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("del_VEB", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":249 - * cdef int i - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * i = (<_VEB*> veb.top).min_val - * else: - */ - __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":250 - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * i = (<_VEB*> veb.top).min_val # <<<<<<<<<<<<<< - * else: - * i = (<_BitSet*> veb.top).min_val - */ - __pyx_t_2 = ((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top)->min_val; - __pyx_v_i = __pyx_t_2; - goto __pyx_L3; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":252 - * i = (<_VEB*> veb.top).min_val - * else: - * i = (<_BitSet*> veb.top).min_val # <<<<<<<<<<<<<< - * - * while i != -1: - */ - __pyx_t_2 = ((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top)->min_val; - __pyx_v_i = __pyx_t_2; - } - __pyx_L3:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":254 - * i = (<_BitSet*> veb.top).min_val - * - * while i != -1: # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * del_VEB(<_VEB*> veb.bottom[i]) - */ - while (1) { - __pyx_t_1 = ((__pyx_v_i != -1) != 0); - if (!__pyx_t_1) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":255 - * - * while i != -1: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * del_VEB(<_VEB*> veb.bottom[i]) - * else: - */ - __pyx_t_1 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0); 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- if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":261 - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * i = VEB_findsucc(<_VEB*> veb.top, i) # <<<<<<<<<<<<<< - * else: - * i = bitset_findsucc(<_BitSet*> veb.top, i) - */ - __pyx_v_i = __pyx_f_3_sa_VEB_findsucc(((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top), __pyx_v_i); - goto __pyx_L7; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":263 - * i = VEB_findsucc(<_VEB*> veb.top, i) - * else: - * i = bitset_findsucc(<_BitSet*> veb.top, i) # <<<<<<<<<<<<<< - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - */ - __pyx_v_i = __pyx_f_3_sa_bitset_findsucc(((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top), __pyx_v_i); - } - __pyx_L7:; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":265 - * i = bitset_findsucc(<_BitSet*> veb.top, i) - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * del_VEB(<_VEB*> veb.top) - * else: - */ - __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0); 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- - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":284 - * - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<< - * found = 0 - * if veb.bottom[a] != NULL: - */ - __pyx_v_b = (__pyx_v_i & (__pyx_v_3_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":285 - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * found = 0 # <<<<<<<<<<<<<< - * if veb.bottom[a] != NULL: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - */ - __pyx_v_found = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":286 - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * found = 0 - * if veb.bottom[a] != NULL: # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] - */ - __pyx_t_3 = (((__pyx_v_veb->bottom[__pyx_v_a]) != NULL) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":287 - * found = 0 - * if veb.bottom[a] != NULL: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * subv = <_VEB*> veb.bottom[a] - * if subv.max_val > b: - */ - __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0); 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- - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":291 - * if subv.max_val > b: - * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) - * found = 1 # <<<<<<<<<<<<<< - * else: - * subb = <_BitSet*> veb.bottom[a] - */ - __pyx_v_found = 1; - goto __pyx_L7; - } - __pyx_L7:; - goto __pyx_L6; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":293 - * found = 1 - * else: - * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< - * if subb.max_val > b: - * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) - */ - __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":294 - * else: - * subb = <_BitSet*> veb.bottom[a] - * if subb.max_val > b: # <<<<<<<<<<<<<< - * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) - * found = 1 - */ - __pyx_t_3 = ((__pyx_v_subb->max_val > __pyx_v_b) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":295 - * subb = <_BitSet*> veb.bottom[a] - * if subb.max_val > b: - * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) # <<<<<<<<<<<<<< - * found = 1 - * if found==0: - */ - __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_3_sa_bitset_findsucc(__pyx_v_subb, __pyx_v_b)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":296 - * if subb.max_val > b: - * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) - * found = 1 # <<<<<<<<<<<<<< - * if found==0: - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - */ - __pyx_v_found = 1; - goto __pyx_L8; - } - __pyx_L8:; - } - __pyx_L6:; - goto __pyx_L5; - } - __pyx_L5:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":297 - * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) - * found = 1 - * if found==0: # <<<<<<<<<<<<<< - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * subv = <_VEB*> veb.top - */ - __pyx_t_3 = ((__pyx_v_found == 0) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":298 - * found = 1 - * if found==0: - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * subv = <_VEB*> veb.top - * c = VEB_findsucc(subv, a) - */ - __pyx_t_3 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":299 - * if found==0: - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * subv = <_VEB*> veb.top # <<<<<<<<<<<<<< - * c = VEB_findsucc(subv, a) - * else: - */ - __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top); 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- - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":340 - * while ptr2 < N: - * i2 = queue.arr[ptr2] - * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< - * break - * l2 = queue.arr[ptr2+1] - */ - __pyx_t_12 = ((__pyx_v_i2 == -1) != 0); - if (!__pyx_t_12) { - __pyx_t_18 = (((__pyx_v_i2 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size) != 0); - __pyx_t_19 = __pyx_t_18; - } else { - __pyx_t_19 = __pyx_t_12; - } - if (__pyx_t_19) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":341 - * i2 = queue.arr[ptr2] - * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: - * break # <<<<<<<<<<<<<< - * l2 = queue.arr[ptr2+1] - * if (i2 - i1 - l1 >= self.train_min_gap_size and - */ - goto __pyx_L19_break; - goto __pyx_L20; - } - __pyx_L20:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":342 - * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: - * break - * l2 = queue.arr[ptr2+1] # <<<<<<<<<<<<<< - * if (i2 - i1 - l1 >= self.train_min_gap_size and - * i2 + l2 - i1 <= self.train_max_initial_size and - */ - __pyx_v_l2 = (__pyx_v_queue->arr[(__pyx_v_ptr2 + 1)]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":343 - * break - * l2 = queue.arr[ptr2+1] - * if (i2 - i1 - l1 >= self.train_min_gap_size and # <<<<<<<<<<<<<< - * i2 + l2 - i1 <= self.train_max_initial_size and - * l1+l2+1 <= self.max_length): - */ - __pyx_t_19 = ((((__pyx_v_i2 - __pyx_v_i1) - __pyx_v_l1) >= __pyx_v_self->train_min_gap_size) != 0); - if (__pyx_t_19) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":344 - * l2 = queue.arr[ptr2+1] - * if (i2 - i1 - l1 >= self.train_min_gap_size and - * i2 + l2 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<< - * l1+l2+1 <= self.max_length): - * node = collocations._insert(data.arr+i1, l1) - */ - __pyx_t_12 = ((((__pyx_v_i2 + __pyx_v_l2) - __pyx_v_i1) <= __pyx_v_self->train_max_initial_size) != 0); - if (__pyx_t_12) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":345 - * if (i2 - i1 - l1 >= self.train_min_gap_size and - * i2 + l2 - i1 <= self.train_max_initial_size and - * l1+l2+1 <= self.max_length): # <<<<<<<<<<<<<< - * node = collocations._insert(data.arr+i1, l1) - * node = trie_insert(node, -1) - */ - __pyx_t_18 = ((((__pyx_v_l1 + __pyx_v_l2) + 1) <= __pyx_v_self->max_length) != 0); - __pyx_t_20 = __pyx_t_18; - } else { - __pyx_t_20 = __pyx_t_12; - } - __pyx_t_12 = __pyx_t_20; - } else { - __pyx_t_12 = __pyx_t_19; - } - if (__pyx_t_12) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":346 - * i2 + l2 - i1 <= self.train_max_initial_size and - * l1+l2+1 <= self.max_length): - * node = collocations._insert(data.arr+i1, l1) # <<<<<<<<<<<<<< - * node = trie_insert(node, -1) - * for i from i2 <= i < i2+l2: - */ - __pyx_v_node = ((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_collocations->__pyx_vtab)->_insert(__pyx_v_collocations, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":347 - * l1+l2+1 <= self.max_length): - * node = collocations._insert(data.arr+i1, l1) - * node = trie_insert(node, -1) # <<<<<<<<<<<<<< - * for i from i2 <= i < i2+l2: - * node = trie_insert(node, data.arr[i]) - */ - __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, -1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":348 - * node = collocations._insert(data.arr+i1, l1) - * node = trie_insert(node, -1) - * for i from i2 <= i < i2+l2: # <<<<<<<<<<<<<< - * node = trie_insert(node, data.arr[i]) - * trie_node_data_append(node, i1) - */ - __pyx_t_14 = (__pyx_v_i2 + __pyx_v_l2); - for (__pyx_v_i = __pyx_v_i2; __pyx_v_i < __pyx_t_14; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":349 - * node = trie_insert(node, -1) - * for i from i2 <= i < i2+l2: - * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<< - * trie_node_data_append(node, i1) - * trie_node_data_append(node, i2) - */ - __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i])); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":350 - * for i from i2 <= i < i2+l2: - * node = trie_insert(node, data.arr[i]) - * trie_node_data_append(node, i1) # <<<<<<<<<<<<<< - * trie_node_data_append(node, i2) - * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: - */ - __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":351 - * node = trie_insert(node, data.arr[i]) - * trie_node_data_append(node, i1) - * trie_node_data_append(node, i2) # <<<<<<<<<<<<<< - * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: - * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: - */ - __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":352 - * trie_node_data_append(node, i1) - * trie_node_data_append(node, i2) - * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: # <<<<<<<<<<<<<< - * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: - * is_super = 1 - */ - __pyx_t_12 = ((((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i2), __pyx_v_l2) != NULL) != 0); - if (__pyx_t_12) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":353 - * trie_node_data_append(node, i2) - * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: - * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: # <<<<<<<<<<<<<< - * is_super = 1 - * else: - */ - __pyx_t_12 = ((((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1) != NULL) != 0); - if (__pyx_t_12) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":354 - * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: - * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: - * is_super = 1 # <<<<<<<<<<<<<< - * else: - * is_super = 0 - */ - __pyx_v_is_super = 1; - goto __pyx_L25; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":356 - * is_super = 1 - * else: - * is_super = 0 # <<<<<<<<<<<<<< - * ptr3 = ptr2 + 2 - * while ptr3 < N: - */ - __pyx_v_is_super = 0; - } - __pyx_L25:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":357 - * else: - * is_super = 0 - * ptr3 = ptr2 + 2 # <<<<<<<<<<<<<< - * while ptr3 < N: - * i3 = queue.arr[ptr3] - */ - __pyx_v_ptr3 = (__pyx_v_ptr2 + 2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":358 - * is_super = 0 - * ptr3 = ptr2 + 2 - * while ptr3 < N: # <<<<<<<<<<<<<< - * i3 = queue.arr[ptr3] - * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: - */ - while (1) { - __pyx_t_12 = ((__pyx_v_ptr3 < __pyx_v_N) != 0); - if (!__pyx_t_12) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":359 - * ptr3 = ptr2 + 2 - * while ptr3 < N: - * i3 = queue.arr[ptr3] # <<<<<<<<<<<<<< - * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: - * break - */ - __pyx_v_i3 = (__pyx_v_queue->arr[__pyx_v_ptr3]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":360 - * while ptr3 < N: - * i3 = queue.arr[ptr3] - * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< - * break - * l3 = queue.arr[ptr3+1] - */ - __pyx_t_12 = ((__pyx_v_i3 == -1) != 0); - if (!__pyx_t_12) { - __pyx_t_19 = (((__pyx_v_i3 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size) != 0); - __pyx_t_20 = __pyx_t_19; - } else { - __pyx_t_20 = __pyx_t_12; - } - if (__pyx_t_20) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":361 - * i3 = queue.arr[ptr3] - * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: - * break # <<<<<<<<<<<<<< - * l3 = queue.arr[ptr3+1] - * if (i3 - i2 - l2 >= self.train_min_gap_size and - */ - goto __pyx_L27_break; - goto __pyx_L28; - } - __pyx_L28:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":362 - * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: - * break - * l3 = queue.arr[ptr3+1] # <<<<<<<<<<<<<< - * if (i3 - i2 - l2 >= self.train_min_gap_size and - * i3 + l3 - i1 <= self.train_max_initial_size and - */ - __pyx_v_l3 = (__pyx_v_queue->arr[(__pyx_v_ptr3 + 1)]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":363 - * break - * l3 = queue.arr[ptr3+1] - * if (i3 - i2 - l2 >= self.train_min_gap_size and # <<<<<<<<<<<<<< - * i3 + l3 - i1 <= self.train_max_initial_size and - * l1+l2+l3+2 <= self.max_length): - */ - __pyx_t_20 = ((((__pyx_v_i3 - __pyx_v_i2) - __pyx_v_l2) >= __pyx_v_self->train_min_gap_size) != 0); - if (__pyx_t_20) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":364 - * l3 = queue.arr[ptr3+1] - * if (i3 - i2 - l2 >= self.train_min_gap_size and - * i3 + l3 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<< - * l1+l2+l3+2 <= self.max_length): - * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: - */ - __pyx_t_12 = ((((__pyx_v_i3 + __pyx_v_l3) - __pyx_v_i1) <= __pyx_v_self->train_max_initial_size) != 0); - if (__pyx_t_12) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":365 - * if (i3 - i2 - l2 >= self.train_min_gap_size and - * i3 + l3 - i1 <= self.train_max_initial_size and - * l1+l2+l3+2 <= self.max_length): # <<<<<<<<<<<<<< - * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: - * node = collocations._insert(data.arr+i1, l1) - */ - __pyx_t_19 = (((((__pyx_v_l1 + __pyx_v_l2) + __pyx_v_l3) + 2) <= __pyx_v_self->max_length) != 0); - __pyx_t_18 = __pyx_t_19; - } else { - __pyx_t_18 = __pyx_t_12; - } - __pyx_t_12 = __pyx_t_18; - } else { - __pyx_t_12 = __pyx_t_20; - } - if (__pyx_t_12) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":366 - * i3 + l3 - i1 <= self.train_max_initial_size and - * l1+l2+l3+2 <= self.max_length): - * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: # <<<<<<<<<<<<<< - * node = collocations._insert(data.arr+i1, l1) - * node = trie_insert(node, -1) - */ - if (!(__pyx_v_is_super != 0)) { - __pyx_t_12 = (((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i3), __pyx_v_l3) != NULL); - __pyx_t_20 = __pyx_t_12; - } else { - __pyx_t_20 = (__pyx_v_is_super != 0); - } - if (__pyx_t_20) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":367 - * l1+l2+l3+2 <= self.max_length): - * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: - * node = collocations._insert(data.arr+i1, l1) # <<<<<<<<<<<<<< - * node = trie_insert(node, -1) - * for i from i2 <= i < i2+l2: - */ - __pyx_v_node = ((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_collocations->__pyx_vtab)->_insert(__pyx_v_collocations, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":368 - * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: - * node = collocations._insert(data.arr+i1, l1) - * node = trie_insert(node, -1) # <<<<<<<<<<<<<< - * for i from i2 <= i < i2+l2: - * node = trie_insert(node, data.arr[i]) - */ - __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, -1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":369 - * node = collocations._insert(data.arr+i1, l1) - * node = trie_insert(node, -1) - * for i from i2 <= i < i2+l2: # <<<<<<<<<<<<<< - * node = trie_insert(node, data.arr[i]) - * node = trie_insert(node, -1) - */ - __pyx_t_14 = (__pyx_v_i2 + __pyx_v_l2); - for (__pyx_v_i = __pyx_v_i2; __pyx_v_i < __pyx_t_14; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":370 - * node = trie_insert(node, -1) - * for i from i2 <= i < i2+l2: - * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<< - * node = trie_insert(node, -1) - * for i from i3 <= i < i3+l3: - */ - __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i])); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":371 - * for i from i2 <= i < i2+l2: - * node = trie_insert(node, data.arr[i]) - * node = trie_insert(node, -1) # <<<<<<<<<<<<<< - * for i from i3 <= i < i3+l3: - * node = trie_insert(node, data.arr[i]) - */ - __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, -1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":372 - * node = trie_insert(node, data.arr[i]) - * node = trie_insert(node, -1) - * for i from i3 <= i < i3+l3: # <<<<<<<<<<<<<< - * node = trie_insert(node, data.arr[i]) - * trie_node_data_append(node, i1) - */ - __pyx_t_14 = (__pyx_v_i3 + __pyx_v_l3); - for (__pyx_v_i = __pyx_v_i3; __pyx_v_i < __pyx_t_14; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":373 - * node = trie_insert(node, -1) - * for i from i3 <= i < i3+l3: - * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<< - * trie_node_data_append(node, i1) - * trie_node_data_append(node, i2) - */ - __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i])); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":374 - * for i from i3 <= i < i3+l3: - * node = trie_insert(node, data.arr[i]) - * trie_node_data_append(node, i1) # <<<<<<<<<<<<<< - * trie_node_data_append(node, i2) - * trie_node_data_append(node, i3) - */ - __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":375 - * node = trie_insert(node, data.arr[i]) - * trie_node_data_append(node, i1) - * trie_node_data_append(node, i2) # <<<<<<<<<<<<<< - * trie_node_data_append(node, i3) - * ptr3 = ptr3 + 2 - */ - __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); 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- if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":542 - * assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr) - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: - * return result # <<<<<<<<<<<<<< - * - * # Case 3: query set and data set do not meet size mismatch constraints; - */ - __pyx_r = __pyx_v_result; - goto __pyx_L0; - goto __pyx_L6; - } - __pyx_L6:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":546 - * # Case 3: query set and data set do not meet size mismatch constraints; - * # We use mergesort instead in this case - * qsetsize = (high1-low1) / step1 # <<<<<<<<<<<<<< - * dsetsize = (high2-low2) / step2 - * if d_first: - */ - __pyx_t_4 = (__pyx_v_high1 - __pyx_v_low1); - if (unlikely(__pyx_v_step1 == 0)) { - #ifdef WITH_THREAD - PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); - #endif - PyErr_Format(PyExc_ZeroDivisionError, "integer division or modulo by zero"); - #ifdef WITH_THREAD - PyGILState_Release(__pyx_gilstate_save); - #endif - {__pyx_filename = __pyx_f[8]; __pyx_lineno = 546; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_step1 == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_t_4))) { - #ifdef WITH_THREAD - PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); - #endif - PyErr_Format(PyExc_OverflowError, "value too large to perform division"); - #ifdef WITH_THREAD - PyGILState_Release(__pyx_gilstate_save); - #endif - {__pyx_filename = __pyx_f[8]; __pyx_lineno = 546; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_v_qsetsize = __Pyx_div_int(__pyx_t_4, __pyx_v_step1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":547 - * # We use mergesort instead in this case - * qsetsize = (high1-low1) / step1 - * dsetsize = (high2-low2) / step2 # <<<<<<<<<<<<<< - * if d_first: - * tmp = qsetsize - */ - __pyx_t_4 = (__pyx_v_high2 - __pyx_v_low2); - if (unlikely(__pyx_v_step2 == 0)) { - #ifdef WITH_THREAD - PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); - #endif - PyErr_Format(PyExc_ZeroDivisionError, "integer division or modulo by zero"); - #ifdef WITH_THREAD - PyGILState_Release(__pyx_gilstate_save); - #endif - {__pyx_filename = __pyx_f[8]; __pyx_lineno = 547; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_step2 == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_t_4))) { - #ifdef WITH_THREAD - PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); - #endif - PyErr_Format(PyExc_OverflowError, "value too large to perform division"); - #ifdef WITH_THREAD - PyGILState_Release(__pyx_gilstate_save); - #endif - {__pyx_filename = __pyx_f[8]; __pyx_lineno = 547; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_v_dsetsize = __Pyx_div_int(__pyx_t_4, __pyx_v_step2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":548 - * qsetsize = (high1-low1) / step1 - * dsetsize = (high2-low2) / step2 - * if d_first: # <<<<<<<<<<<<<< - * tmp = qsetsize - * qsetsize = dsetsize - */ - __pyx_t_3 = (__pyx_v_d_first != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":549 - * dsetsize = (high2-low2) / step2 - * if d_first: - * tmp = qsetsize # <<<<<<<<<<<<<< - * qsetsize = dsetsize - * dsetsize = tmp - */ - __pyx_v_tmp = __pyx_v_qsetsize; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":550 - * if d_first: - * tmp = qsetsize - * qsetsize = dsetsize # <<<<<<<<<<<<<< - * dsetsize = tmp - * - */ - __pyx_v_qsetsize = __pyx_v_dsetsize; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":551 - * tmp = qsetsize - * qsetsize = dsetsize - * dsetsize = tmp # <<<<<<<<<<<<<< - * - * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: - */ - __pyx_v_dsetsize = __pyx_v_tmp; - goto __pyx_L7; - } - __pyx_L7:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":553 - * dsetsize = tmp - * - * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: # <<<<<<<<<<<<<< - * free(result) - * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) - */ - __pyx_t_5 = ((__pyx_v_self->by_slack_factor * __pyx_v_qsetsize) * log(__pyx_v_dsetsize)); - __pyx_t_6 = log(2.0); - if (unlikely(__pyx_t_6 == 0)) { - #ifdef WITH_THREAD - PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); - #endif - PyErr_Format(PyExc_ZeroDivisionError, "float division"); - #ifdef WITH_THREAD - PyGILState_Release(__pyx_gilstate_save); - #endif - {__pyx_filename = __pyx_f[8]; __pyx_lineno = 553; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_t_3 = (((__pyx_t_5 / __pyx_t_6) > __pyx_v_dsetsize) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":554 - * - * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: - * free(result) # <<<<<<<<<<<<<< - * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) - * - */ - free(__pyx_v_result); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":555 - * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: - * free(result) - * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) # <<<<<<<<<<<<<< - * - * # binary search. There are two flavors, depending on - */ - __pyx_r = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->merge_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, __pyx_v_result_len); - goto __pyx_L0; - goto __pyx_L8; - } - __pyx_L8:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":559 - * # binary search. There are two flavors, depending on - * # whether the queryset or dataset is first - * if d_first: # <<<<<<<<<<<<<< - * med2 = median(low2, high2, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - */ - __pyx_t_3 = (__pyx_v_d_first != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":560 - * # whether the queryset or dataset is first - * if d_first: - * med2 = median(low2, high2, step2) # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * - */ - __pyx_v_med2 = __pyx_f_3_sa_median(__pyx_v_low2, __pyx_v_high2, __pyx_v_step2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":561 - * if d_first: - * med2 = median(low2, high2, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * - * search_low = low1 - */ - __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":563 - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * - * search_low = low1 # <<<<<<<<<<<<<< - * search_high = high1 - * while search_low < search_high: - */ - __pyx_v_search_low = __pyx_v_low1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":564 - * - * search_low = low1 - * search_high = high1 # <<<<<<<<<<<<<< - * while search_low < search_high: - * med1 = median(search_low, search_high, step1) - */ - __pyx_v_search_high = __pyx_v_high1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":565 - * search_low = low1 - * search_high = high1 - * while search_low < search_high: # <<<<<<<<<<<<<< - * med1 = median(search_low, search_high, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - */ - while (1) { - __pyx_t_3 = ((__pyx_v_search_low < __pyx_v_search_high) != 0); - if (!__pyx_t_3) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":566 - * search_high = high1 - * while search_low < search_high: - * med1 = median(search_low, search_high, step1) # <<<<<<<<<<<<<< - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - */ - __pyx_v_med1 = __pyx_f_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":567 - * while search_low < search_high: - * med1 = median(search_low, search_high, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - */ - __pyx_f_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":568 - * med1 = median(search_low, search_high, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == -1: - * search_low = med1_plus - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":571 - * if comparison == -1: - * search_low = med1_plus - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_high = med1_minus - * else: - */ - switch (__pyx_v_comparison) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":569 - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: # <<<<<<<<<<<<<< - * search_low = med1_plus - * elif comparison == 1: - */ - case -1: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":570 - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - * search_low = med1_plus # <<<<<<<<<<<<<< - * elif comparison == 1: - * search_high = med1_minus - */ - __pyx_v_search_low = __pyx_v_med1_plus; - break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":571 - * if comparison == -1: - * search_low = med1_plus - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_high = med1_minus - * else: - */ - case 1: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":572 - * search_low = med1_plus - * elif comparison == 1: - * search_high = med1_minus # <<<<<<<<<<<<<< - * else: - * break - */ - __pyx_v_search_high = __pyx_v_med1_minus; - break; - default: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":574 - * search_high = med1_minus - * else: - * break # <<<<<<<<<<<<<< - * else: - * med1 = median(low1, high1, step1) - */ - goto __pyx_L11_break; - break; - } - } - __pyx_L11_break:; - goto __pyx_L9; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":576 - * break - * else: - * med1 = median(low1, high1, step1) # <<<<<<<<<<<<<< - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * - */ - __pyx_v_med1 = __pyx_f_3_sa_median(__pyx_v_low1, __pyx_v_high1, __pyx_v_step1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":577 - * else: - * med1 = median(low1, high1, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< - * - * search_low = low2 - */ - __pyx_f_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":579 - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * - * search_low = low2 # <<<<<<<<<<<<<< - * search_high = high2 - * while search_low < search_high: - */ - __pyx_v_search_low = __pyx_v_low2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":580 - * - * search_low = low2 - * search_high = high2 # <<<<<<<<<<<<<< - * while search_low < search_high: - * med2 = median(search_low, search_high, step2) - */ - __pyx_v_search_high = __pyx_v_high2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":581 - * search_low = low2 - * search_high = high2 - * while search_low < search_high: # <<<<<<<<<<<<<< - * med2 = median(search_low, search_high, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - */ - while (1) { - __pyx_t_3 = ((__pyx_v_search_low < __pyx_v_search_high) != 0); - if (!__pyx_t_3) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":582 - * search_high = high2 - * while search_low < search_high: - * med2 = median(search_low, search_high, step2) # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - */ - __pyx_v_med2 = __pyx_f_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":583 - * while search_low < search_high: - * med2 = median(search_low, search_high, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - */ - __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":584 - * med2 = median(search_low, search_high, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == -1: - * search_high = med2 - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":587 - * if comparison == -1: - * search_high = med2 - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_low = med2 + step2 - * else: - */ - switch (__pyx_v_comparison) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":585 - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: # <<<<<<<<<<<<<< - * search_high = med2 - * elif comparison == 1: - */ - case -1: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":586 - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - * search_high = med2 # <<<<<<<<<<<<<< - * elif comparison == 1: - * search_low = med2 + step2 - */ - __pyx_v_search_high = __pyx_v_med2; - break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":587 - * if comparison == -1: - * search_high = med2 - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_low = med2 + step2 - * else: - */ - case 1: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":588 - * search_high = med2 - * elif comparison == 1: - * search_low = med2 + step2 # <<<<<<<<<<<<<< - * else: - * break - */ - __pyx_v_search_low = (__pyx_v_med2 + __pyx_v_step2); - break; - default: - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":590 - * search_low = med2 + step2 - * else: - * break # <<<<<<<<<<<<<< - * - * med_result_len = 0 - */ - goto __pyx_L13_break; - break; - } - } - __pyx_L13_break:; - } - __pyx_L9:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":592 - * break - * - * med_result_len = 0 # <<<<<<<<<<<<<< - * med_result = malloc(0*sizeof(int*)) - * if search_high > search_low: - */ - __pyx_v_med_result_len = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":593 - * - * med_result_len = 0 - * med_result = malloc(0*sizeof(int*)) # <<<<<<<<<<<<<< - * if search_high > search_low: - * # Then there is a match for the median element of Q - */ - __pyx_v_med_result = ((int *)malloc((0 * (sizeof(int *))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":594 - * med_result_len = 0 - * med_result = malloc(0*sizeof(int*)) - * if search_high > search_low: # <<<<<<<<<<<<<< - * # Then there is a match for the median element of Q - * # What we want to find is the group of all bindings in the first set - */ - __pyx_t_3 = ((__pyx_v_search_high > __pyx_v_search_low) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":600 - * # want to store the bindings for all of those elements. We can - * # subsequently throw all of them away. - * med2_minus = med2 # <<<<<<<<<<<<<< - * med2_plus = med2 + step2 - * i1 = med1_minus - */ - __pyx_v_med2_minus = __pyx_v_med2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":601 - * # subsequently throw all of them away. - * med2_minus = med2 - * med2_plus = med2 + step2 # <<<<<<<<<<<<<< - * i1 = med1_minus - * while i1 < med1_plus: - */ - __pyx_v_med2_plus = (__pyx_v_med2 + __pyx_v_step2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":602 - * med2_minus = med2 - * med2_plus = med2 + step2 - * i1 = med1_minus # <<<<<<<<<<<<<< - * while i1 < med1_plus: - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - */ - __pyx_v_i1 = __pyx_v_med1_minus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":603 - * med2_plus = med2 + step2 - * i1 = med1_minus - * while i1 < med1_plus: # <<<<<<<<<<<<<< - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - * while med2_minus-step2 >= low2: - */ - while (1) { - __pyx_t_3 = ((__pyx_v_i1 < __pyx_v_med1_plus) != 0); - if (!__pyx_t_3) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":604 - * i1 = med1_minus - * while i1 < med1_plus: - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * while med2_minus-step2 >= low2: - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - */ - __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":605 - * while i1 < med1_plus: - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - * while med2_minus-step2 >= low2: # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: - */ - while (1) { - __pyx_t_3 = (((__pyx_v_med2_minus - __pyx_v_step2) >= __pyx_v_low2) != 0); - if (!__pyx_t_3) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":606 - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - * while med2_minus-step2 >= low2: - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: - * med2_minus = med2_minus - step2 - */ - __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_med2_minus - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":607 - * while med2_minus-step2 >= low2: - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: # <<<<<<<<<<<<<< - * med2_minus = med2_minus - step2 - * else: - */ - __pyx_t_3 = ((((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) < 1) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":608 - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: - * med2_minus = med2_minus - step2 # <<<<<<<<<<<<<< - * else: - * break - */ - __pyx_v_med2_minus = (__pyx_v_med2_minus - __pyx_v_step2); - goto __pyx_L19; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":610 - * med2_minus = med2_minus - step2 - * else: - * break # <<<<<<<<<<<<<< - * i2 = med2_minus - * while i2 < high2: - */ - goto __pyx_L18_break; - } - __pyx_L19:; - } - __pyx_L18_break:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":611 - * else: - * break - * i2 = med2_minus # <<<<<<<<<<<<<< - * while i2 < high2: - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - */ - __pyx_v_i2 = __pyx_v_med2_minus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":612 - * break - * i2 = med2_minus - * while i2 < high2: # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - */ - while (1) { - __pyx_t_3 = ((__pyx_v_i2 < __pyx_v_high2) != 0); - if (!__pyx_t_3) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":613 - * i2 = med2_minus - * while i2 < high2: - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - * if comparison == 0: - */ - __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":614 - * while i2 < high2: - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == 0: - * pass - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":615 - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - * if comparison == 0: # <<<<<<<<<<<<<< - * pass - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) - */ - __pyx_t_3 = ((__pyx_v_comparison == 0) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":617 - * if comparison == 0: - * pass - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) # <<<<<<<<<<<<<< - * if comparison == -1: - * break - */ - __pyx_v_med_result = __pyx_f_3_sa_append_combined_matching(__pyx_v_med_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, (&__pyx_v_med_result_len)); - goto __pyx_L22; - } - __pyx_L22:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":618 - * pass - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) - * if comparison == -1: # <<<<<<<<<<<<<< - * break - * i2 = i2 + step2 - */ - __pyx_t_3 = ((__pyx_v_comparison == -1) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":619 - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) - * if comparison == -1: - * break # <<<<<<<<<<<<<< - * i2 = i2 + step2 - * if i2 > med2_plus: - */ - goto __pyx_L21_break; - goto __pyx_L23; - } - __pyx_L23:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":620 - * if comparison == -1: - * break - * i2 = i2 + step2 # <<<<<<<<<<<<<< - * if i2 > med2_plus: - * med2_plus = i2 - */ - __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2); - } - __pyx_L21_break:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":621 - * break - * i2 = i2 + step2 - * if i2 > med2_plus: # <<<<<<<<<<<<<< - * med2_plus = i2 - * i1 = i1 + step1 - */ - __pyx_t_3 = ((__pyx_v_i2 > __pyx_v_med2_plus) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":622 - * i2 = i2 + step2 - * if i2 > med2_plus: - * med2_plus = i2 # <<<<<<<<<<<<<< - * i1 = i1 + step1 - * - */ - __pyx_v_med2_plus = __pyx_v_i2; - goto __pyx_L24; - } - __pyx_L24:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":623 - * if i2 > med2_plus: - * med2_plus = i2 - * i1 = i1 + step1 # <<<<<<<<<<<<<< - * - * tmp = med1_minus - */ - __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":625 - * i1 = i1 + step1 - * - * tmp = med1_minus # <<<<<<<<<<<<<< - * med1_minus = med1_plus - * med1_plus = tmp - */ - __pyx_v_tmp = __pyx_v_med1_minus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":626 - * - * tmp = med1_minus - * med1_minus = med1_plus # <<<<<<<<<<<<<< - * med1_plus = tmp - * else: - */ - __pyx_v_med1_minus = __pyx_v_med1_plus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":627 - * tmp = med1_minus - * med1_minus = med1_plus - * med1_plus = tmp # <<<<<<<<<<<<<< - * else: - * # No match; need to figure out the point of division in D and Q - */ - __pyx_v_med1_plus = __pyx_v_tmp; - goto __pyx_L14; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":630 - * else: - * # No match; need to figure out the point of division in D and Q - * med2_minus = med2 # <<<<<<<<<<<<<< - * med2_plus = med2 - * if d_first: - */ - __pyx_v_med2_minus = __pyx_v_med2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":631 - * # No match; need to figure out the point of division in D and Q - * med2_minus = med2 - * med2_plus = med2 # <<<<<<<<<<<<<< - * if d_first: - * med2_minus = med2_minus + step2 - */ - __pyx_v_med2_plus = __pyx_v_med2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":632 - * med2_minus = med2 - * med2_plus = med2 - * if d_first: # <<<<<<<<<<<<<< - * med2_minus = med2_minus + step2 - * if comparison == -1: - */ - __pyx_t_3 = (__pyx_v_d_first != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":633 - * med2_plus = med2 - * if d_first: - * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< - * if comparison == -1: - * med1_minus = med1_plus - */ - __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":634 - * if d_first: - * med2_minus = med2_minus + step2 - * if comparison == -1: # <<<<<<<<<<<<<< - * med1_minus = med1_plus - * if comparison == 1: - */ - __pyx_t_3 = ((__pyx_v_comparison == -1) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":635 - * med2_minus = med2_minus + step2 - * if comparison == -1: - * med1_minus = med1_plus # <<<<<<<<<<<<<< - * if comparison == 1: - * med1_plus = med1_minus - */ - __pyx_v_med1_minus = __pyx_v_med1_plus; - goto __pyx_L26; - } - __pyx_L26:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":636 - * if comparison == -1: - * med1_minus = med1_plus - * if comparison == 1: # <<<<<<<<<<<<<< - * med1_plus = med1_minus - * else: - */ - __pyx_t_3 = ((__pyx_v_comparison == 1) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":637 - * med1_minus = med1_plus - * if comparison == 1: - * med1_plus = med1_minus # <<<<<<<<<<<<<< - * else: - * tmp = med1_minus - */ - __pyx_v_med1_plus = __pyx_v_med1_minus; - goto __pyx_L27; - } - __pyx_L27:; - goto __pyx_L25; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":639 - * med1_plus = med1_minus - * else: - * tmp = med1_minus # <<<<<<<<<<<<<< - * med1_minus = med1_plus - * med1_plus = tmp - */ - __pyx_v_tmp = __pyx_v_med1_minus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":640 - * else: - * tmp = med1_minus - * med1_minus = med1_plus # <<<<<<<<<<<<<< - * med1_plus = tmp - * if comparison == 1: - */ - __pyx_v_med1_minus = __pyx_v_med1_plus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":641 - * tmp = med1_minus - * med1_minus = med1_plus - * med1_plus = tmp # <<<<<<<<<<<<<< - * if comparison == 1: - * med2_minus = med2_minus + step2 - */ - __pyx_v_med1_plus = __pyx_v_tmp; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":642 - * med1_minus = med1_plus - * med1_plus = tmp - * if comparison == 1: # <<<<<<<<<<<<<< - * med2_minus = med2_minus + step2 - * med2_plus = med2_plus + step2 - */ - __pyx_t_3 = ((__pyx_v_comparison == 1) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":643 - * med1_plus = tmp - * if comparison == 1: - * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< - * med2_plus = med2_plus + step2 - * - */ - __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":644 - * if comparison == 1: - * med2_minus = med2_minus + step2 - * med2_plus = med2_plus + step2 # <<<<<<<<<<<<<< - * - * low_result_len = 0 - */ - __pyx_v_med2_plus = (__pyx_v_med2_plus + __pyx_v_step2); - goto __pyx_L28; - } - __pyx_L28:; - } - __pyx_L25:; - } - __pyx_L14:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":646 - * med2_plus = med2_plus + step2 - * - * low_result_len = 0 # <<<<<<<<<<<<<< - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) - * high_result_len = 0 - */ - __pyx_v_low_result_len = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":647 - * - * low_result_len = 0 - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) # <<<<<<<<<<<<<< - * high_result_len = 0 - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) - */ - __pyx_v_low_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_med2_plus, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_low_result_len)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":648 - * low_result_len = 0 - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) - * high_result_len = 0 # <<<<<<<<<<<<<< - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) - * - */ - __pyx_v_high_result_len = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":649 - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) - * high_result_len = 0 - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) # <<<<<<<<<<<<<< - * - * result = extend_arr(result, result_len, low_result, low_result_len) - */ - __pyx_v_high_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med2_minus, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_high_result_len)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":651 - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) - * - * result = extend_arr(result, result_len, low_result, low_result_len) # <<<<<<<<<<<<<< - * result = extend_arr(result, result_len, med_result, med_result_len) - * result = extend_arr(result, result_len, high_result, high_result_len) - */ - __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_low_result, __pyx_v_low_result_len); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":652 - * - * result = extend_arr(result, result_len, low_result, low_result_len) - * result = extend_arr(result, result_len, med_result, med_result_len) # <<<<<<<<<<<<<< - * result = extend_arr(result, result_len, high_result, high_result_len) - * free(low_result) - */ - __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_med_result, __pyx_v_med_result_len); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":653 - * result = extend_arr(result, result_len, low_result, low_result_len) - * result = extend_arr(result, result_len, med_result, med_result_len) - * result = extend_arr(result, result_len, high_result, high_result_len) # <<<<<<<<<<<<<< - * free(low_result) - * free(med_result) - */ - __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_high_result, __pyx_v_high_result_len); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":654 - * result = extend_arr(result, result_len, med_result, med_result_len) - * result = extend_arr(result, result_len, high_result, high_result_len) - * free(low_result) # <<<<<<<<<<<<<< - * free(med_result) - * free(high_result) - */ - free(__pyx_v_low_result); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":655 - * result = extend_arr(result, result_len, high_result, high_result_len) - * free(low_result) - * free(med_result) # <<<<<<<<<<<<<< - * free(high_result) - * - */ - free(__pyx_v_med_result); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":656 - * free(low_result) - * free(med_result) - * free(high_result) # <<<<<<<<<<<<<< - * - * return result - */ - free(__pyx_v_high_result); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":658 - * free(high_result) - * - * return result # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = __pyx_v_result; - goto __pyx_L0; - - __pyx_r = 0; - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_WriteUnraisable("_sa.HieroCachingRuleFactory.baeza_yates_helper", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":662 - * - * - * cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, # <<<<<<<<<<<<<< - * Matching* loc2, int offset_by_one, int len_last): - * """ - */ - -static long __pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings_set(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_i1_minus, int __pyx_v_i1_plus, int *__pyx_v_arr1, int __pyx_v_step1, struct __pyx_t_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { - int __pyx_v_i1; - int __pyx_v_comparison; - int __pyx_v_prev_comparison; - struct __pyx_t_3_sa_Matching __pyx_v_l1_stack; - struct __pyx_t_3_sa_Matching *__pyx_v_loc1; - long __pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - __Pyx_RefNannySetupContext("compare_matchings_set", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":673 - * cdef Matching* loc1 - * - * loc1 = &l1_stack # <<<<<<<<<<<<<< - * - * i1 = i1_minus - */ - __pyx_v_loc1 = (&__pyx_v_l1_stack); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":675 - * loc1 = &l1_stack - * - * i1 = i1_minus # <<<<<<<<<<<<<< - * while i1 < i1_plus: - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - */ - __pyx_v_i1 = __pyx_v_i1_minus; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":676 - * - * i1 = i1_minus - * while i1 < i1_plus: # <<<<<<<<<<<<<< - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - */ - while (1) { - __pyx_t_1 = ((__pyx_v_i1 < __pyx_v_i1_plus) != 0); - if (!__pyx_t_1) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":677 - * i1 = i1_minus - * while i1 < i1_plus: - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - * if comparison == 0: - */ - __pyx_f_3_sa_assign_matching(__pyx_v_loc1, __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":678 - * while i1 < i1_plus: - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == 0: - * prev_comparison = 0 - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, __pyx_v_loc1, __pyx_v_loc2, __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":679 - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - * if comparison == 0: # <<<<<<<<<<<<<< - * prev_comparison = 0 - * break - */ - __pyx_t_1 = ((__pyx_v_comparison == 0) != 0); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":680 - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - * if comparison == 0: - * prev_comparison = 0 # <<<<<<<<<<<<<< - * break - * elif i1 == i1_minus: - */ - __pyx_v_prev_comparison = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":681 - * if comparison == 0: - * prev_comparison = 0 - * break # <<<<<<<<<<<<<< - * elif i1 == i1_minus: - * prev_comparison = comparison - */ - goto __pyx_L4_break; - goto __pyx_L5; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":682 - * prev_comparison = 0 - * break - * elif i1 == i1_minus: # <<<<<<<<<<<<<< - * prev_comparison = comparison - * else: - */ - __pyx_t_1 = ((__pyx_v_i1 == __pyx_v_i1_minus) != 0); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":683 - * break - * elif i1 == i1_minus: - * prev_comparison = comparison # <<<<<<<<<<<<<< - * else: - * if comparison != prev_comparison: - */ - __pyx_v_prev_comparison = __pyx_v_comparison; - goto __pyx_L5; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":685 - * prev_comparison = comparison - * else: - * if comparison != prev_comparison: # <<<<<<<<<<<<<< - * prev_comparison = 0 - * break - */ - __pyx_t_1 = ((__pyx_v_comparison != __pyx_v_prev_comparison) != 0); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":686 - * else: - * if comparison != prev_comparison: - * prev_comparison = 0 # <<<<<<<<<<<<<< - * break - * i1 = i1 + step1 - */ - __pyx_v_prev_comparison = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":687 - * if comparison != prev_comparison: - * prev_comparison = 0 - * break # <<<<<<<<<<<<<< - * i1 = i1 + step1 - * return prev_comparison - */ - goto __pyx_L4_break; - goto __pyx_L6; - } - __pyx_L6:; - } - __pyx_L5:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":688 - * prev_comparison = 0 - * break - * i1 = i1 + step1 # <<<<<<<<<<<<<< - * return prev_comparison - * - */ - __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); - } - __pyx_L4_break:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":689 - * break - * i1 = i1 + step1 - * return prev_comparison # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = __pyx_v_prev_comparison; - goto __pyx_L0; - - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":692 - * - * - * cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): # <<<<<<<<<<<<<< - * cdef int i - * - */ - -static long __pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_t_3_sa_Matching *__pyx_v_loc1, struct __pyx_t_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { - int __pyx_v_i; - long __pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - int __pyx_t_4; - __Pyx_RefNannySetupContext("compare_matchings", 0); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":695 - * cdef int i - * - * if loc1.sent_id > loc2.sent_id: # <<<<<<<<<<<<<< - * return 1 - * if loc2.sent_id > loc1.sent_id: - */ - __pyx_t_1 = ((__pyx_v_loc1->sent_id > __pyx_v_loc2->sent_id) != 0); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":696 - * - * if loc1.sent_id > loc2.sent_id: - * return 1 # <<<<<<<<<<<<<< - * if loc2.sent_id > loc1.sent_id: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L3; - } - __pyx_L3:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":697 - * if loc1.sent_id > loc2.sent_id: - * return 1 - * if loc2.sent_id > loc1.sent_id: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_1 = ((__pyx_v_loc2->sent_id > __pyx_v_loc1->sent_id) != 0); - if (__pyx_t_1) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":698 - * return 1 - * if loc2.sent_id > loc1.sent_id: - * return -1 # <<<<<<<<<<<<<< - * - * if loc1.size == 1 and loc2.size == 1: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L4; - } - __pyx_L4:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":700 - * return -1 - * - * if loc1.size == 1 and loc2.size == 1: # <<<<<<<<<<<<<< - * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: - * return 1 - */ - __pyx_t_1 = ((__pyx_v_loc1->size == 1) != 0); - if (__pyx_t_1) { - __pyx_t_2 = ((__pyx_v_loc2->size == 1) != 0); - __pyx_t_3 = __pyx_t_2; - } else { - __pyx_t_3 = __pyx_t_1; - } - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":701 - * - * if loc1.size == 1 and loc2.size == 1: - * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: # <<<<<<<<<<<<<< - * return 1 - * - */ - __pyx_t_3 = ((((__pyx_v_loc2->arr[__pyx_v_loc2->start]) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) <= __pyx_v_self->train_min_gap_size) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":702 - * if loc1.size == 1 and loc2.size == 1: - * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: - * return 1 # <<<<<<<<<<<<<< - * - * elif offset_by_one: - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L6; - } - __pyx_L6:; - goto __pyx_L5; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":704 - * return 1 - * - * elif offset_by_one: # <<<<<<<<<<<<<< - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - */ - __pyx_t_3 = (__pyx_v_offset_by_one != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":705 - * - * elif offset_by_one: - * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - * return 1 - */ - __pyx_t_4 = __pyx_v_loc1->size; - for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":706 - * elif offset_by_one: - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: - */ - __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":707 - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - * return 1 # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L9; - } - __pyx_L9:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":708 - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":709 - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: - * return -1 # <<<<<<<<<<<<<< - * - * else: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L10; - } - __pyx_L10:; - } - goto __pyx_L5; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":712 - * - * else: - * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: # <<<<<<<<<<<<<< - * return 1 - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: - */ - __pyx_t_3 = ((((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) > (__pyx_v_loc2->arr[__pyx_v_loc2->start])) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":713 - * else: - * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: - * return 1 # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L11; - } - __pyx_L11:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":714 - * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: - * return 1 - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_3 = ((((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) < (__pyx_v_loc2->arr[__pyx_v_loc2->start])) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":715 - * return 1 - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: - * return -1 # <<<<<<<<<<<<<< - * - * for i from 1 <= i < loc1.size: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L12; - } - __pyx_L12:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":717 - * return -1 - * - * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: - * return 1 - */ - __pyx_t_4 = __pyx_v_loc1->size; - for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":718 - * - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: - */ - __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":719 - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: - * return 1 # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L15; - } - __pyx_L15:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":720 - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":721 - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: - * return -1 # <<<<<<<<<<<<<< - * - * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L16; - } - __pyx_L16:; - } - } - __pyx_L5:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":723 - * return -1 - * - * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: # <<<<<<<<<<<<<< - * return -1 - * return 0 - */ - __pyx_t_3 = (((((__pyx_v_loc2->arr[(__pyx_v_loc2->end - 1)]) + __pyx_v_len_last) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) > __pyx_v_self->train_max_initial_size) != 0); - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":724 - * - * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: - * return -1 # <<<<<<<<<<<<<< - * return 0 - * - */ - __pyx_r = -1; 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if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1266; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1267 - * else: - * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) - * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< - * - * if f_back_low[0] > f_low: - */ - __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, __pyx_v_e_high_prev, (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1267; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - } - __pyx_L11:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1269 - * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - * - * if f_back_low[0] > f_low: # <<<<<<<<<<<<<< - * f_back_low[0] = f_low - * - */ - __pyx_t_4 = (((__pyx_v_f_back_low[0]) > __pyx_v_f_low) != 0); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1270 - * - * if f_back_low[0] > f_low: - * f_back_low[0] = f_low # <<<<<<<<<<<<<< - * - * if f_back_high[0] < f_high: - */ - (__pyx_v_f_back_low[0]) = __pyx_v_f_low; - goto __pyx_L12; - } - __pyx_L12:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1272 - * f_back_low[0] = f_low - * - * if f_back_high[0] < f_high: # <<<<<<<<<<<<<< - * f_back_high[0] = f_high - * - */ - __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_6 = PyObject_RichCompare(__pyx_t_2, __pyx_v_f_high, Py_LT); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1273 - * - * if f_back_high[0] < f_high: - * f_back_high[0] = f_high # <<<<<<<<<<<<<< - * - * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: - */ - __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1273; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - (__pyx_v_f_back_high[0]) = __pyx_t_1; - goto __pyx_L13; - } - __pyx_L13:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1275 - * f_back_high[0] = f_high - * - * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: # <<<<<<<<<<<<<< - * return 1 - * - */ - __pyx_t_4 = (((__pyx_v_f_back_low[0]) == __pyx_v_f_low_prev) != 0); - if (__pyx_t_4) { - __pyx_t_5 = (((__pyx_v_f_back_high[0]) == __pyx_v_f_high_prev) != 0); - __pyx_t_3 = __pyx_t_5; - } else { - __pyx_t_3 = __pyx_t_4; - } - if (__pyx_t_3) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1276 - * - * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: - * return 1 # <<<<<<<<<<<<<< - * - * if allow_low_x == 0 and f_back_low[0] < f_low: - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L14; - } - __pyx_L14:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1278 - * return 1 - * - * if allow_low_x == 0 and f_back_low[0] < f_low: # <<<<<<<<<<<<<< - * # FAIL: f phrase is not tight - * return 0 - */ - __pyx_t_3 = ((__pyx_v_allow_low_x == 0) != 0); - if (__pyx_t_3) { - __pyx_t_4 = (((__pyx_v_f_back_low[0]) < __pyx_v_f_low) != 0); - __pyx_t_5 = __pyx_t_4; - } else { - __pyx_t_5 = __pyx_t_3; - } - if (__pyx_t_5) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1280 - * if allow_low_x == 0 and f_back_low[0] < f_low: - * # FAIL: f phrase is not tight - * return 0 # <<<<<<<<<<<<<< - * - * if f_back_high[0] - f_back_low[0] > max_f_len: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L15; - } - __pyx_L15:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1282 - * return 0 - * - * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< - * # FAIL: f back projection is too wide - * return 0 - */ - __pyx_t_5 = ((((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len) != 0); - if (__pyx_t_5) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1284 - * if f_back_high[0] - f_back_low[0] > max_f_len: - * # FAIL: f back projection is too wide - * return 0 # <<<<<<<<<<<<<< - * - * if allow_high_x == 0 and f_back_high[0] > f_high: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L16; - } - __pyx_L16:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1286 - * return 0 - * - * if allow_high_x == 0 and f_back_high[0] > f_high: # <<<<<<<<<<<<<< - * # FAIL: extension on high side not allowed - * return 0 - */ - __pyx_t_5 = (__pyx_v_allow_high_x == 0); - if (__pyx_t_5) { - __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __pyx_t_2 = PyObject_RichCompare(__pyx_t_6, __pyx_v_f_high, Py_GT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_4 = __pyx_t_3; - } else { - __pyx_t_4 = __pyx_t_5; - } - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1288 - * if allow_high_x == 0 and f_back_high[0] > f_high: - * # FAIL: extension on high side not allowed - * return 0 # <<<<<<<<<<<<<< - * - * if f_low != f_back_low[0]: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L17; - } - __pyx_L17:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1290 - * return 0 - * - * if f_low != f_back_low[0]: # <<<<<<<<<<<<<< - * if new_low_x == 0: - * if new_x >= max_new_x: - */ - __pyx_t_4 = ((__pyx_v_f_low != (__pyx_v_f_back_low[0])) != 0); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1291 - * - * if f_low != f_back_low[0]: - * if new_low_x == 0: # <<<<<<<<<<<<<< - * if new_x >= max_new_x: - * # FAIL: extension required on low side violates max # of gaps - */ - __pyx_t_4 = ((__pyx_v_new_low_x == 0) != 0); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1292 - * if f_low != f_back_low[0]: - * if new_low_x == 0: - * if new_x >= max_new_x: # <<<<<<<<<<<<<< - * # FAIL: extension required on low side violates max # of gaps - * return 0 - */ - __pyx_t_4 = ((__pyx_v_new_x >= __pyx_v_max_new_x) != 0); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1294 - * if new_x >= max_new_x: - * # FAIL: extension required on low side violates max # of gaps - * return 0 # <<<<<<<<<<<<<< - * else: - * new_x = new_x + 1 - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L20; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1296 - * return 0 - * else: - * new_x = new_x + 1 # <<<<<<<<<<<<<< - * new_low_x = 1 - * if f_low - f_back_low[0] < min_fx_size: - */ - __pyx_v_new_x = (__pyx_v_new_x + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1297 - * else: - * new_x = new_x + 1 - * new_low_x = 1 # <<<<<<<<<<<<<< - * if f_low - f_back_low[0] < min_fx_size: - * f_back_low[0] = f_low - min_fx_size - */ - __pyx_v_new_low_x = 1; - } - __pyx_L20:; - goto __pyx_L19; - } - __pyx_L19:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1298 - * new_x = new_x + 1 - * new_low_x = 1 - * if f_low - f_back_low[0] < min_fx_size: # <<<<<<<<<<<<<< - * f_back_low[0] = f_low - min_fx_size - * if f_back_high[0] - f_back_low[0] > max_f_len: - */ - __pyx_t_4 = (((__pyx_v_f_low - (__pyx_v_f_back_low[0])) < __pyx_v_min_fx_size) != 0); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1299 - * new_low_x = 1 - * if f_low - f_back_low[0] < min_fx_size: - * f_back_low[0] = f_low - min_fx_size # <<<<<<<<<<<<<< - * if f_back_high[0] - f_back_low[0] > max_f_len: - * # FAIL: extension required on low side violates max initial length - */ - (__pyx_v_f_back_low[0]) = (__pyx_v_f_low - __pyx_v_min_fx_size); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1300 - * if f_low - f_back_low[0] < min_fx_size: - * f_back_low[0] = f_low - min_fx_size - * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< - * # FAIL: extension required on low side violates max initial length - * return 0 - */ - __pyx_t_4 = ((((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len) != 0); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1302 - * if f_back_high[0] - f_back_low[0] > max_f_len: - * # FAIL: extension required on low side violates max initial length - * return 0 # <<<<<<<<<<<<<< - * if f_back_low[0] < 0: - * # FAIL: extension required on low side violates sentence boundary - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L22; - } - __pyx_L22:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1303 - * # FAIL: extension required on low side violates max initial length - * return 0 - * if f_back_low[0] < 0: # <<<<<<<<<<<<<< - * # FAIL: extension required on low side violates sentence boundary - * return 0 - */ - __pyx_t_4 = (((__pyx_v_f_back_low[0]) < 0) != 0); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1305 - * if f_back_low[0] < 0: - * # FAIL: extension required on low side violates sentence boundary - * return 0 # <<<<<<<<<<<<<< - * - * if f_high != f_back_high[0]: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L23; - } - __pyx_L23:; - goto __pyx_L21; - } - __pyx_L21:; - goto __pyx_L18; - } - __pyx_L18:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1307 - * return 0 - * - * if f_high != f_back_high[0]: # <<<<<<<<<<<<<< - * if new_high_x == 0: - * if new_x >= max_new_x: - */ - __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1307; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_6 = PyObject_RichCompare(__pyx_v_f_high, __pyx_t_2, Py_NE); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1307; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1307; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1308 - * - * if f_high != f_back_high[0]: - * if new_high_x == 0: # <<<<<<<<<<<<<< - * if new_x >= max_new_x: - * # FAIL: extension required on high side violates max # of gaps - */ - __pyx_t_4 = ((__pyx_v_new_high_x == 0) != 0); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1309 - * if f_high != f_back_high[0]: - * if new_high_x == 0: - * if new_x >= max_new_x: # <<<<<<<<<<<<<< - * # FAIL: extension required on high side violates max # of gaps - * return 0 - */ - __pyx_t_4 = ((__pyx_v_new_x >= __pyx_v_max_new_x) != 0); - if (__pyx_t_4) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1311 - * if new_x >= max_new_x: - * # FAIL: extension required on high side violates max # of gaps - * return 0 # <<<<<<<<<<<<<< - * else: - * new_x = new_x + 1 - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L26; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1313 - * return 0 - * else: - * new_x = new_x + 1 # <<<<<<<<<<<<<< - * new_high_x = 1 - * if f_back_high[0] - f_high < min_fx_size: - */ - __pyx_v_new_x = (__pyx_v_new_x + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1314 - * else: - * new_x = new_x + 1 - * new_high_x = 1 # <<<<<<<<<<<<<< - * if f_back_high[0] - f_high < min_fx_size: - * f_back_high[0] = f_high + min_fx_size - */ - __pyx_v_new_high_x = 1; - } - __pyx_L26:; - goto __pyx_L25; - } - __pyx_L25:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1315 - * new_x = new_x + 1 - * new_high_x = 1 - * if f_back_high[0] - f_high < min_fx_size: # <<<<<<<<<<<<<< - * f_back_high[0] = f_high + min_fx_size - * if f_back_high[0] - f_back_low[0] > max_f_len: - */ - __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1315; 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- - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1400 - * for i from 0 <= i < num_gaps: - * e_gaps2 = malloc(0) - * len2 = 0 # <<<<<<<<<<<<<< - * - * j = e_gap_order[i] - */ - __pyx_v_len2 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1402 - * len2 = 0 - * - * j = e_gap_order[i] # <<<<<<<<<<<<<< - * e_x_gap_low = e_gap_low[j] - * e_x_gap_high = e_gap_high[j] - */ - __pyx_v_j = (__pyx_v_e_gap_order[__pyx_v_i]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1403 - * - * j = e_gap_order[i] - * e_x_gap_low = e_gap_low[j] # <<<<<<<<<<<<<< - * e_x_gap_high = e_gap_high[j] - * if not self.tight_phrases: - */ - __pyx_v_e_x_gap_low = (__pyx_v_e_gap_low[__pyx_v_j]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1404 - * j = e_gap_order[i] - * e_x_gap_low = e_gap_low[j] - * e_x_gap_high = e_gap_high[j] # <<<<<<<<<<<<<< - * if not self.tight_phrases: - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - */ - __pyx_v_e_x_gap_high = (__pyx_v_e_gap_high[__pyx_v_j]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1405 - * e_x_gap_low = e_gap_low[j] - * e_x_gap_high = e_gap_high[j] - * if not self.tight_phrases: # <<<<<<<<<<<<<< - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - * e_x_gap_low = e_x_gap_low - 1 - */ - __pyx_t_2 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); - if (__pyx_t_2) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1406 - * e_x_gap_high = e_gap_high[j] - * if not self.tight_phrases: - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: # <<<<<<<<<<<<<< - * e_x_gap_low = e_x_gap_low - 1 - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: - */ - while (1) { - __pyx_t_2 = ((__pyx_v_e_x_gap_low > __pyx_v_e_x_low) != 0); - if (__pyx_t_2) { - __pyx_t_6 = (((__pyx_v_e_links_low[(__pyx_v_e_x_gap_low - 1)]) == -1) != 0); - __pyx_t_7 = __pyx_t_6; - } else { - __pyx_t_7 = __pyx_t_2; - } - if (!__pyx_t_7) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1407 - * if not self.tight_phrases: - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - * e_x_gap_low = e_x_gap_low - 1 # <<<<<<<<<<<<<< - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: - * e_x_gap_high = e_x_gap_high + 1 - */ - __pyx_v_e_x_gap_low = (__pyx_v_e_x_gap_low - 1); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1408 - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - * e_x_gap_low = e_x_gap_low - 1 - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: # <<<<<<<<<<<<<< - * e_x_gap_high = e_x_gap_high + 1 - * - */ - while (1) { - __pyx_t_7 = ((__pyx_v_e_x_gap_high < __pyx_v_e_x_high) != 0); - if (__pyx_t_7) { - __pyx_t_2 = (((__pyx_v_e_links_low[__pyx_v_e_x_gap_high]) == -1) != 0); - __pyx_t_6 = __pyx_t_2; - } else { - __pyx_t_6 = __pyx_t_7; - } - if (!__pyx_t_6) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1409 - * e_x_gap_low = e_x_gap_low - 1 - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: - * e_x_gap_high = e_x_gap_high + 1 # <<<<<<<<<<<<<< - * - * k = 0 - */ - __pyx_v_e_x_gap_high = (__pyx_v_e_x_gap_high + 1); - } - goto __pyx_L20; - } - __pyx_L20:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1411 - * e_x_gap_high = e_x_gap_high + 1 - * - * k = 0 # <<<<<<<<<<<<<< - * step = 1+(i*2) - * while k < len1: - */ - __pyx_v_k = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1412 - * - * k = 0 - * step = 1+(i*2) # <<<<<<<<<<<<<< - * while k < len1: - * for m from e_x_gap_low <= m <= e_gap_low[j]: - */ - __pyx_v_step = (1 + (__pyx_v_i * 2)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1413 - * k = 0 - * step = 1+(i*2) - * while k < len1: # <<<<<<<<<<<<<< - * for m from e_x_gap_low <= m <= e_gap_low[j]: - * if m >= e_gaps1[k+step-1]: - */ - while (1) { - __pyx_t_6 = ((__pyx_v_k < __pyx_v_len1) != 0); - if (!__pyx_t_6) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1414 - * step = 1+(i*2) - * while k < len1: - * for m from e_x_gap_low <= m <= e_gap_low[j]: # <<<<<<<<<<<<<< - * if m >= e_gaps1[k+step-1]: - * for n from e_gap_high[j] <= n <= e_x_gap_high: - */ - __pyx_t_4 = (__pyx_v_e_gap_low[__pyx_v_j]); - for (__pyx_v_m = __pyx_v_e_x_gap_low; __pyx_v_m <= __pyx_t_4; __pyx_v_m++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1415 - * while k < len1: - * for m from e_x_gap_low <= m <= e_gap_low[j]: - * if m >= e_gaps1[k+step-1]: # <<<<<<<<<<<<<< - * for n from e_gap_high[j] <= n <= e_x_gap_high: - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - */ - __pyx_t_6 = ((__pyx_v_m >= (__pyx_v_e_gaps1[((__pyx_v_k + __pyx_v_step) - 1)])) != 0); - if (__pyx_t_6) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1416 - * for m from e_x_gap_low <= m <= e_gap_low[j]: - * if m >= e_gaps1[k+step-1]: - * for n from e_gap_high[j] <= n <= e_x_gap_high: # <<<<<<<<<<<<<< - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - */ - __pyx_t_5 = __pyx_v_e_x_gap_high; - for (__pyx_v_n = (__pyx_v_e_gap_high[__pyx_v_j]); __pyx_v_n <= __pyx_t_5; __pyx_v_n++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1417 - * if m >= e_gaps1[k+step-1]: - * for n from e_gap_high[j] <= n <= e_x_gap_high: - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - */ - __pyx_t_6 = (((__pyx_v_n - __pyx_v_m) >= 1) != 0); - if (__pyx_t_6) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1418 - * for n from e_gap_high[j] <= n <= e_x_gap_high: - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_k), __pyx_v_step); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1419 - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - * k = k + step - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_m), 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1420 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) # <<<<<<<<<<<<<< - * k = k + step - * free(e_gaps1) - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_n), 1); - goto __pyx_L32; - } - __pyx_L32:; - } - goto __pyx_L29; - } - __pyx_L29:; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1421 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - * k = k + step # <<<<<<<<<<<<<< - * free(e_gaps1) - * e_gaps1 = e_gaps2 - */ - __pyx_v_k = (__pyx_v_k + __pyx_v_step); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1422 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - * k = k + step - * free(e_gaps1) # <<<<<<<<<<<<<< - * e_gaps1 = e_gaps2 - * len1 = len2 - */ - free(__pyx_v_e_gaps1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1423 - * k = k + step - * free(e_gaps1) - * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< - * len1 = len2 - * - */ - __pyx_v_e_gaps1 = __pyx_v_e_gaps2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1424 - * free(e_gaps1) - * e_gaps1 = e_gaps2 - * len1 = len2 # <<<<<<<<<<<<<< - * - * step = 1+(num_gaps*2) - */ - __pyx_v_len1 = __pyx_v_len2; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1426 - * len1 = len2 - * - * step = 1+(num_gaps*2) # <<<<<<<<<<<<<< - * e_gaps2 = malloc(0) - * len2 = 0 - */ - __pyx_v_step = (1 + (__pyx_v_num_gaps * 2)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1427 - * - * step = 1+(num_gaps*2) - * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< - * len2 = 0 - * for i from e_high <= i <= e_x_high: - */ - __pyx_v_e_gaps2 = ((int *)malloc(0)); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1428 - * step = 1+(num_gaps*2) - * e_gaps2 = malloc(0) - * len2 = 0 # <<<<<<<<<<<<<< - * for i from e_high <= i <= e_x_high: - * j = 0 - */ - __pyx_v_len2 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1429 - * e_gaps2 = malloc(0) - * len2 = 0 - * for i from e_high <= i <= e_x_high: # <<<<<<<<<<<<<< - * j = 0 - * while j < len1: - */ - __pyx_t_3 = __pyx_v_e_x_high; - for (__pyx_v_i = __pyx_v_e_high; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1430 - * len2 = 0 - * for i from e_high <= i <= e_x_high: - * j = 0 # <<<<<<<<<<<<<< - * while j < len1: - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - */ - __pyx_v_j = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1431 - * for i from e_high <= i <= e_x_high: - * j = 0 - * while j < len1: # <<<<<<<<<<<<<< - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - */ - while (1) { - __pyx_t_6 = ((__pyx_v_j < __pyx_v_len1) != 0); - if (!__pyx_t_6) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1432 - * j = 0 - * while j < len1: - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - */ - __pyx_t_6 = (((__pyx_v_i - (__pyx_v_e_gaps1[__pyx_v_j])) <= __pyx_v_self->train_max_initial_size) != 0); - if (__pyx_t_6) { - __pyx_t_7 = ((__pyx_v_i >= (__pyx_v_e_gaps1[((__pyx_v_j + __pyx_v_step) - 1)])) != 0); - __pyx_t_2 = __pyx_t_7; - } else { - __pyx_t_2 = __pyx_t_6; - } - if (__pyx_t_2) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1433 - * while j < len1: - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - * j = j + step - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_j), __pyx_v_step); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1434 - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) # <<<<<<<<<<<<<< - * j = j + step - * free(e_gaps1) - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_i), 1); - goto __pyx_L37; - } - __pyx_L37:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1435 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - * j = j + step # <<<<<<<<<<<<<< - * free(e_gaps1) - * e_gaps1 = e_gaps2 - */ - __pyx_v_j = (__pyx_v_j + __pyx_v_step); - } - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1436 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - * j = j + step - * free(e_gaps1) # <<<<<<<<<<<<<< - * e_gaps1 = e_gaps2 - * len1 = len2 - */ - free(__pyx_v_e_gaps1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1437 - * j = j + step - * free(e_gaps1) - * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< - * len1 = len2 - * - */ - __pyx_v_e_gaps1 = __pyx_v_e_gaps2; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1438 - * free(e_gaps1) - * e_gaps1 = e_gaps2 - * len1 = len2 # <<<<<<<<<<<<<< - * - * step = (num_gaps+1)*2 - */ - __pyx_v_len1 = __pyx_v_len2; 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if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1513; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_v_sofar); - __pyx_v_sofar = __pyx_t_3; - __pyx_t_3 = 0; - goto __pyx_L7; - } - __pyx_L7:; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1516 - * - * - * e_links_low = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * e_links_high = malloc(e_sent_len*sizeof(int)) - * f_links_low = malloc(f_sent_len*sizeof(int)) - */ - __pyx_v_e_links_low = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1517 - * - * e_links_low = malloc(e_sent_len*sizeof(int)) - * e_links_high = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * f_links_low = malloc(f_sent_len*sizeof(int)) - * f_links_high = malloc(f_sent_len*sizeof(int)) - */ - __pyx_v_e_links_high = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1518 - * e_links_low = malloc(e_sent_len*sizeof(int)) - * e_links_high = malloc(e_sent_len*sizeof(int)) - * f_links_low = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * f_links_high = malloc(f_sent_len*sizeof(int)) - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_links_low = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1519 - * e_links_high = malloc(e_sent_len*sizeof(int)) - * f_links_low = malloc(f_sent_len*sizeof(int)) - * f_links_high = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_links_high = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1520 - * f_links_low = malloc(f_sent_len*sizeof(int)) - * f_links_high = malloc(f_sent_len*sizeof(int)) - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1521 - * f_links_high = malloc(f_sent_len*sizeof(int)) - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1522 - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - */ - __pyx_v_e_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1523 - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - */ - __pyx_v_e_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1524 - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) - */ - memset(__pyx_v_f_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1525 - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) - */ - memset(__pyx_v_f_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1526 - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) - * - */ - memset(__pyx_v_e_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1527 - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * - * reason_for_failure = "" - */ - memset(__pyx_v_e_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1529 - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) - * - * reason_for_failure = "" # <<<<<<<<<<<<<< - * - * for i from 0 <= i < e_sent_len: - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_47)); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_47); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1531 - * reason_for_failure = "" - * - * for i from 0 <= i < e_sent_len: # <<<<<<<<<<<<<< - * e_links_low[i] = -1 - * e_links_high[i] = -1 - */ - __pyx_t_2 = __pyx_v_e_sent_len; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1532 - * - * for i from 0 <= i < e_sent_len: - * e_links_low[i] = -1 # <<<<<<<<<<<<<< - * e_links_high[i] = -1 - * for i from 0 <= i < f_sent_len: - */ - (__pyx_v_e_links_low[__pyx_v_i]) = -1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1533 - * for i from 0 <= i < e_sent_len: - * e_links_low[i] = -1 - * e_links_high[i] = -1 # <<<<<<<<<<<<<< - * for i from 0 <= i < f_sent_len: - * f_links_low[i] = -1 - */ - (__pyx_v_e_links_high[__pyx_v_i]) = -1; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1534 - * e_links_low[i] = -1 - * e_links_high[i] = -1 - * for i from 0 <= i < f_sent_len: # <<<<<<<<<<<<<< - * f_links_low[i] = -1 - * f_links_high[i] = -1 - */ - __pyx_t_2 = __pyx_v_f_sent_len; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1535 - * e_links_high[i] = -1 - * for i from 0 <= i < f_sent_len: - * f_links_low[i] = -1 # <<<<<<<<<<<<<< - * f_links_high[i] = -1 - * - */ - (__pyx_v_f_links_low[__pyx_v_i]) = -1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1536 - * for i from 0 <= i < f_sent_len: - * f_links_low[i] = -1 - * f_links_high[i] = -1 # <<<<<<<<<<<<<< - * - * # this is really inefficient -- might be good to - */ - (__pyx_v_f_links_high[__pyx_v_i]) = -1; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1542 - * # links that we care about (but then how to look up - * # when we want to check something on the e side?) - * i = 0 # <<<<<<<<<<<<<< - * while i < num_links*2: - * f_i = sent_links[i] - */ - __pyx_v_i = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1543 - * # when we want to check something on the e side?) - * i = 0 - * while i < num_links*2: # <<<<<<<<<<<<<< - * f_i = sent_links[i] - * e_i = sent_links[i+1] - */ - while (1) { - __pyx_t_7 = ((__pyx_v_i < (__pyx_v_num_links * 2)) != 0); - if (!__pyx_t_7) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1544 - * i = 0 - * while i < num_links*2: - * f_i = sent_links[i] # <<<<<<<<<<<<<< - * e_i = sent_links[i+1] - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - */ - __pyx_v_f_i = (__pyx_v_sent_links[__pyx_v_i]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1545 - * while i < num_links*2: - * f_i = sent_links[i] - * e_i = sent_links[i+1] # <<<<<<<<<<<<<< - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - * f_links_low[f_i] = e_i - */ - __pyx_v_e_i = (__pyx_v_sent_links[(__pyx_v_i + 1)]); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1546 - * f_i = sent_links[i] - * e_i = sent_links[i+1] - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: # <<<<<<<<<<<<<< - * f_links_low[f_i] = e_i - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - */ - __pyx_t_7 = (((__pyx_v_f_links_low[__pyx_v_f_i]) == -1) != 0); - if (!__pyx_t_7) { - __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_i]) > __pyx_v_e_i) != 0); - __pyx_t_9 = __pyx_t_8; - } else { - __pyx_t_9 = __pyx_t_7; - } - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1547 - * e_i = sent_links[i+1] - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - * f_links_low[f_i] = e_i # <<<<<<<<<<<<<< - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - * f_links_high[f_i] = e_i + 1 - */ - (__pyx_v_f_links_low[__pyx_v_f_i]) = __pyx_v_e_i; - goto __pyx_L14; - } - __pyx_L14:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1548 - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - * f_links_low[f_i] = e_i - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: # <<<<<<<<<<<<<< - * f_links_high[f_i] = e_i + 1 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - */ - __pyx_t_9 = (((__pyx_v_f_links_high[__pyx_v_f_i]) == -1) != 0); - if (!__pyx_t_9) { - __pyx_t_7 = (((__pyx_v_f_links_high[__pyx_v_f_i]) < (__pyx_v_e_i + 1)) != 0); - __pyx_t_8 = __pyx_t_7; - } else { - __pyx_t_8 = __pyx_t_9; - } - if (__pyx_t_8) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1549 - * f_links_low[f_i] = e_i - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - * f_links_high[f_i] = e_i + 1 # <<<<<<<<<<<<<< - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - * e_links_low[e_i] = f_i - */ - (__pyx_v_f_links_high[__pyx_v_f_i]) = (__pyx_v_e_i + 1); - goto __pyx_L15; - } - __pyx_L15:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1550 - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - * f_links_high[f_i] = e_i + 1 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: # <<<<<<<<<<<<<< - * e_links_low[e_i] = f_i - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - */ - __pyx_t_8 = (((__pyx_v_e_links_low[__pyx_v_e_i]) == -1) != 0); - if (!__pyx_t_8) { - __pyx_t_9 = (((__pyx_v_e_links_low[__pyx_v_e_i]) > __pyx_v_f_i) != 0); - __pyx_t_7 = __pyx_t_9; - } else { - __pyx_t_7 = __pyx_t_8; - } - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1551 - * f_links_high[f_i] = e_i + 1 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - * e_links_low[e_i] = f_i # <<<<<<<<<<<<<< - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - * e_links_high[e_i] = f_i + 1 - */ - (__pyx_v_e_links_low[__pyx_v_e_i]) = __pyx_v_f_i; - goto __pyx_L16; - } - __pyx_L16:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1552 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - * e_links_low[e_i] = f_i - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: # <<<<<<<<<<<<<< - * e_links_high[e_i] = f_i + 1 - * i = i + 2 - */ - __pyx_t_7 = (((__pyx_v_e_links_high[__pyx_v_e_i]) == -1) != 0); - if (!__pyx_t_7) { - __pyx_t_8 = (((__pyx_v_e_links_high[__pyx_v_e_i]) < (__pyx_v_f_i + 1)) != 0); - __pyx_t_9 = __pyx_t_8; - } else { - __pyx_t_9 = __pyx_t_7; - } - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1553 - * e_links_low[e_i] = f_i - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - * e_links_high[e_i] = f_i + 1 # <<<<<<<<<<<<<< - * i = i + 2 - * - */ - (__pyx_v_e_links_high[__pyx_v_e_i]) = (__pyx_v_f_i + 1); - goto __pyx_L17; - } - __pyx_L17:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1554 - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - * e_links_high[e_i] = f_i + 1 - * i = i + 2 # <<<<<<<<<<<<<< - * - * als = [] - */ - __pyx_v_i = (__pyx_v_i + 2); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1556 - * i = i + 2 - * - * als = [] # <<<<<<<<<<<<<< - * for x in range(matching.start,matching.end): - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) - */ - __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1556; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_v_als = ((PyObject*)__pyx_t_3); - __pyx_t_3 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1557 - * - * als = [] - * for x in range(matching.start,matching.end): # <<<<<<<<<<<<<< - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) - * als.append(al) - */ - __pyx_t_2 = __pyx_v_matching->end; - for (__pyx_t_4 = __pyx_v_matching->start; __pyx_t_4 < __pyx_t_2; __pyx_t_4+=1) { - __pyx_v_x = __pyx_t_4; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1558 - * als = [] - * for x in range(matching.start,matching.end): - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) # <<<<<<<<<<<<<< - * als.append(al) - * # check all source-side alignment constraints - */ - __pyx_t_3 = PyInt_FromLong(((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyInt_FromLong((__pyx_v_f_links_low[((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_3); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_1); - __pyx_t_3 = 0; - __pyx_t_1 = 0; - __Pyx_XDECREF(((PyObject *)__pyx_v_al)); - __pyx_v_al = ((PyObject*)__pyx_t_10); - __pyx_t_10 = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1559 - * for x in range(matching.start,matching.end): - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) - * als.append(al) # <<<<<<<<<<<<<< - * # check all source-side alignment constraints - * met_constraints = 1 - */ - __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_als, ((PyObject *)__pyx_v_al)); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1559; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1561 - * als.append(al) - * # check all source-side alignment constraints - * met_constraints = 1 # <<<<<<<<<<<<<< - * if self.require_aligned_terminal: - * num_aligned_chunks = 0 - */ - __pyx_v_met_constraints = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1562 - * # check all source-side alignment constraints - * met_constraints = 1 - * if self.require_aligned_terminal: # <<<<<<<<<<<<<< - * num_aligned_chunks = 0 - * for i from 0 <= i < num_chunks: - */ - __pyx_t_9 = (__pyx_v_self->require_aligned_terminal != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1563 - * met_constraints = 1 - * if self.require_aligned_terminal: - * num_aligned_chunks = 0 # <<<<<<<<<<<<<< - * for i from 0 <= i < num_chunks: - * for j from 0 <= j < chunklen[i]: - */ - __pyx_v_num_aligned_chunks = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1564 - * if self.require_aligned_terminal: - * num_aligned_chunks = 0 - * for i from 0 <= i < num_chunks: # <<<<<<<<<<<<<< - * for j from 0 <= j < chunklen[i]: - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - */ - __pyx_t_2 = __pyx_v_num_chunks; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1565 - * num_aligned_chunks = 0 - * for i from 0 <= i < num_chunks: - * for j from 0 <= j < chunklen[i]: # <<<<<<<<<<<<<< - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - * num_aligned_chunks = num_aligned_chunks + 1 - */ - __pyx_t_4 = (__pyx_v_chunklen[__pyx_v_i]); - for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1566 - * for i from 0 <= i < num_chunks: - * for j from 0 <= j < chunklen[i]: - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: # <<<<<<<<<<<<<< - * num_aligned_chunks = num_aligned_chunks + 1 - * break - */ - __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)]) > -1) != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1567 - * for j from 0 <= j < chunklen[i]: - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - * num_aligned_chunks = num_aligned_chunks + 1 # <<<<<<<<<<<<<< - * break - * if num_aligned_chunks == 0: - */ - __pyx_v_num_aligned_chunks = (__pyx_v_num_aligned_chunks + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1568 - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - * num_aligned_chunks = num_aligned_chunks + 1 - * break # <<<<<<<<<<<<<< - * if num_aligned_chunks == 0: - * reason_for_failure = "No aligned terminals" - */ - goto __pyx_L24_break; - goto __pyx_L25; - } - __pyx_L25:; - } - __pyx_L24_break:; - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1569 - * num_aligned_chunks = num_aligned_chunks + 1 - * break - * if num_aligned_chunks == 0: # <<<<<<<<<<<<<< - * reason_for_failure = "No aligned terminals" - * met_constraints = 0 - */ - __pyx_t_9 = ((__pyx_v_num_aligned_chunks == 0) != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1570 - * break - * if num_aligned_chunks == 0: - * reason_for_failure = "No aligned terminals" # <<<<<<<<<<<<<< - * met_constraints = 0 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_132)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_132); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1571 - * if num_aligned_chunks == 0: - * reason_for_failure = "No aligned terminals" - * met_constraints = 0 # <<<<<<<<<<<<<< - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - * reason_for_failure = "Unaligned chunk" - */ - __pyx_v_met_constraints = 0; - goto __pyx_L26; - } - __pyx_L26:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1572 - * reason_for_failure = "No aligned terminals" - * met_constraints = 0 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: # <<<<<<<<<<<<<< - * reason_for_failure = "Unaligned chunk" - * met_constraints = 0 - */ - if ((__pyx_v_self->require_aligned_chunks != 0)) { - __pyx_t_9 = ((__pyx_v_num_aligned_chunks < __pyx_v_num_chunks) != 0); - __pyx_t_7 = __pyx_t_9; - } else { - __pyx_t_7 = (__pyx_v_self->require_aligned_chunks != 0); - } - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1573 - * met_constraints = 0 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - * reason_for_failure = "Unaligned chunk" # <<<<<<<<<<<<<< - * met_constraints = 0 - * - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_133)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_133); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1574 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - * reason_for_failure = "Unaligned chunk" - * met_constraints = 0 # <<<<<<<<<<<<<< - * - * if met_constraints and self.tight_phrases: - */ - __pyx_v_met_constraints = 0; - goto __pyx_L27; - } - __pyx_L27:; - goto __pyx_L20; - } - __pyx_L20:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1576 - * met_constraints = 0 - * - * if met_constraints and self.tight_phrases: # <<<<<<<<<<<<<< - * # outside edge constraints are checked later - * for i from 0 <= i < num_chunks-1: - */ - if ((__pyx_v_met_constraints != 0)) { - __pyx_t_7 = __pyx_v_self->tight_phrases; - __pyx_t_9 = __pyx_t_7; - } else { - __pyx_t_9 = (__pyx_v_met_constraints != 0); - } - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1578 - * if met_constraints and self.tight_phrases: - * # outside edge constraints are checked later - * for i from 0 <= i < num_chunks-1: # <<<<<<<<<<<<<< - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - */ - __pyx_t_12 = (__pyx_v_num_chunks - 1); - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1579 - * # outside edge constraints are checked later - * for i from 0 <= i < num_chunks-1: - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: # <<<<<<<<<<<<<< - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - */ - __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start)]) == -1) != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1580 - * for i from 0 <= i < num_chunks-1: - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< - * met_constraints = 0 - * break - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_134)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_134); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1581 - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 # <<<<<<<<<<<<<< - * break - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - */ - __pyx_v_met_constraints = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1582 - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - * break # <<<<<<<<<<<<<< - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - */ - goto __pyx_L30_break; - goto __pyx_L31; - } - __pyx_L31:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1583 - * met_constraints = 0 - * break - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: # <<<<<<<<<<<<<< - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - */ - __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - 1) - __pyx_v_f_sent_start)]) == -1) != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1584 - * break - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< - * met_constraints = 0 - * break - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_134)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_134); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1585 - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 # <<<<<<<<<<<<<< - * break - * - */ - __pyx_v_met_constraints = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1586 - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - * break # <<<<<<<<<<<<<< - * - * f_low = matching.arr[matching.start] - f_sent_start - */ - goto __pyx_L30_break; - goto __pyx_L32; - } - __pyx_L32:; - } - __pyx_L30_break:; - goto __pyx_L28; - } - __pyx_L28:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1588 - * break - * - * f_low = matching.arr[matching.start] - f_sent_start # <<<<<<<<<<<<<< - * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start - * if met_constraints: - */ - __pyx_v_f_low = ((__pyx_v_matching->arr[__pyx_v_matching->start]) - __pyx_v_f_sent_start); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1589 - * - * f_low = matching.arr[matching.start] - f_sent_start - * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start # <<<<<<<<<<<<<< - * if met_constraints: - * - */ - __pyx_v_f_high = (((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_matching->size) - 1)]) + (__pyx_v_chunklen[(__pyx_v_num_chunks - 1)])) - __pyx_v_f_sent_start); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1590 - * f_low = matching.arr[matching.start] - f_sent_start - * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start - * if met_constraints: # <<<<<<<<<<<<<< - * - * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, - */ - __pyx_t_9 = (__pyx_v_met_constraints != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1592 - * if met_constraints: - * - * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, # <<<<<<<<<<<<<< - * -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, - * self.train_max_initial_size, self.train_max_initial_size, - */ - __pyx_t_10 = PyInt_FromLong(__pyx_v_f_high); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1596 - * self.train_max_initial_size, self.train_max_initial_size, - * self.train_min_gap_size, 0, - * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): # <<<<<<<<<<<<<< - * gap_error = 0 - * num_gaps = 0 - */ - __pyx_t_9 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_low, __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, (&__pyx_v_e_low), (&__pyx_v_e_high), (&__pyx_v_f_back_low), (&__pyx_v_f_back_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_min_gap_size, 0, ((__pyx_v_self->max_nonterminals - __pyx_v_num_chunks) + 1), 1, 1, 0, 0) != 0); - __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1597 - * self.train_min_gap_size, 0, - * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): - * gap_error = 0 # <<<<<<<<<<<<<< - * num_gaps = 0 - * - */ - __pyx_v_gap_error = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1598 - * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): - * gap_error = 0 - * num_gaps = 0 # <<<<<<<<<<<<<< - * - * if f_back_low < f_low: - */ - __pyx_v_num_gaps = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1600 - * num_gaps = 0 - * - * if f_back_low < f_low: # <<<<<<<<<<<<<< - * f_gap_low[0] = f_back_low - * f_gap_high[0] = f_low - */ - __pyx_t_9 = ((__pyx_v_f_back_low < __pyx_v_f_low) != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1601 - * - * if f_back_low < f_low: - * f_gap_low[0] = f_back_low # <<<<<<<<<<<<<< - * f_gap_high[0] = f_low - * num_gaps = 1 - */ - (__pyx_v_f_gap_low[0]) = __pyx_v_f_back_low; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1602 - * if f_back_low < f_low: - * f_gap_low[0] = f_back_low - * f_gap_high[0] = f_low # <<<<<<<<<<<<<< - * num_gaps = 1 - * gap_start = 0 - */ - (__pyx_v_f_gap_high[0]) = __pyx_v_f_low; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1603 - * f_gap_low[0] = f_back_low - * f_gap_high[0] = f_low - * num_gaps = 1 # <<<<<<<<<<<<<< - * gap_start = 0 - * phrase_len = phrase_len+1 - */ - __pyx_v_num_gaps = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1604 - * f_gap_high[0] = f_low - * num_gaps = 1 - * gap_start = 0 # <<<<<<<<<<<<<< - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - */ - __pyx_v_gap_start = 0; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1605 - * num_gaps = 1 - * gap_start = 0 - * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< - * if phrase_len > self.max_length: - * gap_error = 1 - */ - __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1606 - * gap_start = 0 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: # <<<<<<<<<<<<<< - * gap_error = 1 - * if self.tight_phrases: - */ - __pyx_t_9 = ((__pyx_v_phrase_len > __pyx_v_self->max_length) != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1607 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - * gap_error = 1 # <<<<<<<<<<<<<< - * if self.tight_phrases: - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - */ - __pyx_v_gap_error = 1; - goto __pyx_L36; - } - __pyx_L36:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1608 - * if phrase_len > self.max_length: - * gap_error = 1 - * if self.tight_phrases: # <<<<<<<<<<<<<< - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - * gap_error = 1 - */ - __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1609 - * gap_error = 1 - * if self.tight_phrases: - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: # <<<<<<<<<<<<<< - * gap_error = 1 - * reason_for_failure = "Inside edges of preceding subphrase are not tight" - */ - __pyx_t_9 = (((__pyx_v_f_links_low[__pyx_v_f_back_low]) == -1) != 0); - if (!__pyx_t_9) { - __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) == -1) != 0); - __pyx_t_8 = __pyx_t_7; - } else { - __pyx_t_8 = __pyx_t_9; - } - if (__pyx_t_8) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1610 - * if self.tight_phrases: - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - * gap_error = 1 # <<<<<<<<<<<<<< - * reason_for_failure = "Inside edges of preceding subphrase are not tight" - * else: - */ - __pyx_v_gap_error = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1611 - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - * gap_error = 1 - * reason_for_failure = "Inside edges of preceding subphrase are not tight" # <<<<<<<<<<<<<< - * else: - * gap_start = 1 - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_135)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_135); - goto __pyx_L38; - } - __pyx_L38:; - goto __pyx_L37; - } - __pyx_L37:; - goto __pyx_L35; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1613 - * reason_for_failure = "Inside edges of preceding subphrase are not tight" - * else: - * gap_start = 1 # <<<<<<<<<<<<<< - * if self.tight_phrases and f_links_low[f_low] == -1: - * # this is not a hard error. we can't extract this phrase - */ - __pyx_v_gap_start = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1614 - * else: - * gap_start = 1 - * if self.tight_phrases and f_links_low[f_low] == -1: # <<<<<<<<<<<<<< - * # this is not a hard error. we can't extract this phrase - * # but we still might be able to extract a superphrase - */ - if ((__pyx_v_self->tight_phrases != 0)) { - __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_low]) == -1) != 0); - __pyx_t_9 = __pyx_t_8; - } else { - __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); - } - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1617 - * # this is not a hard error. we can't extract this phrase - * # but we still might be able to extract a superphrase - * met_constraints = 0 # <<<<<<<<<<<<<< - * - * for i from 0 <= i < matching.size - 1: - */ - __pyx_v_met_constraints = 0; - goto __pyx_L39; - } - __pyx_L39:; - } - __pyx_L35:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1619 - * met_constraints = 0 - * - * for i from 0 <= i < matching.size - 1: # <<<<<<<<<<<<<< - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start - */ - __pyx_t_12 = (__pyx_v_matching->size - 1); - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1620 - * - * for i from 0 <= i < matching.size - 1: - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start # <<<<<<<<<<<<<< - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start - * num_gaps = num_gaps + 1 - */ - (__pyx_v_f_gap_low[(1 + __pyx_v_i)]) = (((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1621 - * for i from 0 <= i < matching.size - 1: - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start # <<<<<<<<<<<<<< - * num_gaps = num_gaps + 1 - * - */ - (__pyx_v_f_gap_high[(1 + __pyx_v_i)]) = ((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - __pyx_v_f_sent_start); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1622 - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start - * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< - * - * if f_high < f_back_high: - */ - __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); - } - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1624 - * num_gaps = num_gaps + 1 - * - * if f_high < f_back_high: # <<<<<<<<<<<<<< - * f_gap_low[gap_start+num_gaps] = f_high - * f_gap_high[gap_start+num_gaps] = f_back_high - */ - __pyx_t_9 = ((__pyx_v_f_high < __pyx_v_f_back_high) != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1625 - * - * if f_high < f_back_high: - * f_gap_low[gap_start+num_gaps] = f_high # <<<<<<<<<<<<<< - * f_gap_high[gap_start+num_gaps] = f_back_high - * num_gaps = num_gaps + 1 - */ - (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_high; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1626 - * if f_high < f_back_high: - * f_gap_low[gap_start+num_gaps] = f_high - * f_gap_high[gap_start+num_gaps] = f_back_high # <<<<<<<<<<<<<< - * num_gaps = num_gaps + 1 - * phrase_len = phrase_len+1 - */ - (__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_back_high; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1627 - * f_gap_low[gap_start+num_gaps] = f_high - * f_gap_high[gap_start+num_gaps] = f_back_high - * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - */ - __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1628 - * f_gap_high[gap_start+num_gaps] = f_back_high - * num_gaps = num_gaps + 1 - * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< - * if phrase_len > self.max_length: - * gap_error = 1 - */ - __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1629 - * num_gaps = num_gaps + 1 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: # <<<<<<<<<<<<<< - * gap_error = 1 - * if self.tight_phrases: - */ - __pyx_t_9 = ((__pyx_v_phrase_len > __pyx_v_self->max_length) != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1630 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - * gap_error = 1 # <<<<<<<<<<<<<< - * if self.tight_phrases: - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - */ - __pyx_v_gap_error = 1; - goto __pyx_L43; - } - __pyx_L43:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1631 - * if phrase_len > self.max_length: - * gap_error = 1 - * if self.tight_phrases: # <<<<<<<<<<<<<< - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - * gap_error = 1 - */ - __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1632 - * gap_error = 1 - * if self.tight_phrases: - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: # <<<<<<<<<<<<<< - * gap_error = 1 - * reason_for_failure = "Inside edges of following subphrase are not tight" - */ - __pyx_t_9 = (((__pyx_v_f_links_low[(__pyx_v_f_back_high - 1)]) == -1) != 0); - if (!__pyx_t_9) { - __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_high]) == -1) != 0); - __pyx_t_7 = __pyx_t_8; - } else { - __pyx_t_7 = __pyx_t_9; - } - if (__pyx_t_7) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1633 - * if self.tight_phrases: - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - * gap_error = 1 # <<<<<<<<<<<<<< - * reason_for_failure = "Inside edges of following subphrase are not tight" - * else: - */ - __pyx_v_gap_error = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1634 - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - * gap_error = 1 - * reason_for_failure = "Inside edges of following subphrase are not tight" # <<<<<<<<<<<<<< - * else: - * if self.tight_phrases and f_links_low[f_high-1] == -1: - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_136)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_136); - goto __pyx_L45; - } - __pyx_L45:; - goto __pyx_L44; - } - __pyx_L44:; - goto __pyx_L42; - } - /*else*/ { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1636 - * reason_for_failure = "Inside edges of following subphrase are not tight" - * else: - * if self.tight_phrases and f_links_low[f_high-1] == -1: # <<<<<<<<<<<<<< - * met_constraints = 0 - * - */ - if ((__pyx_v_self->tight_phrases != 0)) { - __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_high - 1)]) == -1) != 0); - __pyx_t_9 = __pyx_t_7; - } else { - __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); - } - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1637 - * else: - * if self.tight_phrases and f_links_low[f_high-1] == -1: - * met_constraints = 0 # <<<<<<<<<<<<<< - * - * if gap_error == 0: - */ - __pyx_v_met_constraints = 0; - goto __pyx_L46; - } - __pyx_L46:; - } - __pyx_L42:; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1639 - * met_constraints = 0 - * - * if gap_error == 0: # <<<<<<<<<<<<<< - * e_word_count = e_high - e_low - * for i from 0 <= i < num_gaps: # check integrity of subphrases - */ - __pyx_t_9 = ((__pyx_v_gap_error == 0) != 0); - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1640 - * - * if gap_error == 0: - * e_word_count = e_high - e_low # <<<<<<<<<<<<<< - * for i from 0 <= i < num_gaps: # check integrity of subphrases - * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], - */ - __pyx_v_e_word_count = (__pyx_v_e_high - __pyx_v_e_low); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1641 - * if gap_error == 0: - * e_word_count = e_high - e_low - * for i from 0 <= i < num_gaps: # check integrity of subphrases # <<<<<<<<<<<<<< - * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], - * f_links_low, f_links_high, e_links_low, e_links_high, - */ - __pyx_t_2 = __pyx_v_num_gaps; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1642 - * e_word_count = e_high - e_low - * for i from 0 <= i < num_gaps: # check integrity of subphrases - * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], # <<<<<<<<<<<<<< - * f_links_low, f_links_high, e_links_low, e_links_high, - * -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, - */ - __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1642; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1647 - * f_gap_low+gap_start+i, f_gap_high+gap_start+i, - * f_sent_len, e_sent_len, - * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< - * 0, 0, 0, 0, 0, 0, 0) == 0: - * gap_error = 1 - */ - __pyx_t_9 = ((((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)]), __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, ((__pyx_v_e_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_e_gap_high + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_high + __pyx_v_gap_start) + __pyx_v_i), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0) == 0) != 0); - __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - if (__pyx_t_9) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1649 - * self.train_max_initial_size, self.train_max_initial_size, - * 0, 0, 0, 0, 0, 0, 0) == 0: - * gap_error = 1 # <<<<<<<<<<<<<< - * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) - * break - */ - __pyx_v_gap_error = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1650 - * 0, 0, 0, 0, 0, 0, 0) == 0: - * gap_error = 1 - * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) # <<<<<<<<<<<<<< - * break - * - */ - __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1650; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_1 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); 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- if (__pyx_t_20) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1799 - * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and - * f_low >= self.train_min_gap_size and - * f_high <= f_sent_len - self.train_min_gap_size and # <<<<<<<<<<<<<< - * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): - * - */ - __pyx_t_21 = ((__pyx_v_f_high <= (__pyx_v_f_sent_len - __pyx_v_self->train_min_gap_size)) != 0); - if (__pyx_t_21) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1800 - * f_low >= self.train_min_gap_size and - * f_high <= f_sent_len - self.train_min_gap_size and - * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): # <<<<<<<<<<<<<< - * - * met_constraints = 1 - */ - __pyx_t_22 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); - if (!__pyx_t_22) { - __pyx_t_23 = (((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) != -1) != 0); - if (__pyx_t_23) { - __pyx_t_24 = (((__pyx_v_f_links_low[__pyx_v_f_high]) != -1) != 0); - __pyx_t_25 = __pyx_t_24; - } else { - __pyx_t_25 = __pyx_t_23; - } - __pyx_t_23 = __pyx_t_25; - } else { - __pyx_t_23 = __pyx_t_22; - } - __pyx_t_22 = __pyx_t_23; - } else { - __pyx_t_22 = __pyx_t_21; - } - __pyx_t_21 = __pyx_t_22; - } else { - __pyx_t_21 = __pyx_t_20; - } - __pyx_t_20 = __pyx_t_21; - } else { - __pyx_t_20 = __pyx_t_19; - } - __pyx_t_19 = __pyx_t_20; - } else { - __pyx_t_19 = __pyx_t_9; - } - __pyx_t_9 = __pyx_t_19; - } else { - __pyx_t_9 = __pyx_t_18; - } - __pyx_t_18 = __pyx_t_9; - } else { - __pyx_t_18 = __pyx_t_8; - } - __pyx_t_8 = __pyx_t_18; - } else { - __pyx_t_8 = __pyx_t_7; - } - if (__pyx_t_8) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1802 - * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): - * - * met_constraints = 1 # <<<<<<<<<<<<<< - * f_x_low = f_low-self.train_min_gap_size - * if self.tight_phrases: - */ - __pyx_v_met_constraints = 1; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1803 - * - * met_constraints = 1 - * f_x_low = f_low-self.train_min_gap_size # <<<<<<<<<<<<<< - * if self.tight_phrases: - * while f_x_low >= 0 and f_links_low[f_x_low] == -1: - */ - __pyx_v_f_x_low = (__pyx_v_f_low - __pyx_v_self->train_min_gap_size); 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- if (__pyx_t_18) { - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1812 - * f_x_high = f_high+self.train_min_gap_size - * if self.tight_phrases: - * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: # <<<<<<<<<<<<<< - * f_x_high = f_x_high + 1 - * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: - */ - while (1) { - __pyx_t_18 = ((__pyx_v_f_x_high <= __pyx_v_f_sent_len) != 0); - if (__pyx_t_18) { - __pyx_t_8 = (((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) == -1) != 0); - __pyx_t_7 = __pyx_t_8; - } else { - __pyx_t_7 = __pyx_t_18; - } - if (!__pyx_t_7) break; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1813 - * if self.tight_phrases: - * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: - * f_x_high = f_x_high + 1 # <<<<<<<<<<<<<< - * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: - * met_constraints = 0 - */ - __pyx_v_f_x_high = (__pyx_v_f_x_high + 1); - } - goto __pyx_L99; 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if (PyType_Ready(&__pyx_type_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_3_sa_Alphabet.tp_dict, __pyx_vtabptr_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Alphabet", (PyObject *)&__pyx_type_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_3_sa_Alphabet = &__pyx_type_3_sa_Alphabet; - if (PyType_Ready(&__pyx_type_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Rule", (PyObject *)&__pyx_type_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_3_sa_Rule = &__pyx_type_3_sa_Rule; - if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - 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if (__Pyx_SetVtable(__pyx_type_3_sa_PhraseLocation.tp_dict, __pyx_vtabptr_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "PhraseLocation", (PyObject *)&__pyx_type_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_3_sa_PhraseLocation = &__pyx_type_3_sa_PhraseLocation; - if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_15___iter__) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_3_sa___pyx_scope_struct_15___iter__ = &__pyx_type_3_sa___pyx_scope_struct_15___iter__; - if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_22_form_rule) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2055; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_3_sa___pyx_scope_struct_22_form_rule = &__pyx_type_3_sa___pyx_scope_struct_22_form_rule; - 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* - * cdef int MIN_BOTTOM_SIZE = 32 - * cdef int MIN_BOTTOM_BITS = 5 # <<<<<<<<<<<<<< - * cdef int LOWER_MASK[32] - * - */ - __pyx_v_3_sa_MIN_BOTTOM_BITS = 5; - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":28 - * LOWER_MASK[i] = mask - * - * _init_lower_mask() # <<<<<<<<<<<<<< - * - * cdef struct _BitSet: - */ - __pyx_f_3_sa__init_lower_mask(); - - /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":4 - * from libc.stdlib cimport malloc, realloc, strtol - * - * cdef int INDEX_SHIFT = 3 # <<<<<<<<<<<<<< - * cdef int INDEX_MASK = (1<= 3 - "name '%U' is not defined", name); -#else - "name '%s' is not defined", PyString_AS_STRING(name)); -#endif - } - return result; -} - -static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { - PyObject *result; -#if CYTHON_COMPILING_IN_CPYTHON - result = PyDict_GetItem(__pyx_d, name); - if (result) { - Py_INCREF(result); - } else { -#else - result = PyObject_GetItem(__pyx_d, name); - if (!result) { - PyErr_Clear(); -#endif - result = __Pyx_GetBuiltinName(name); - } - return result; -} - -static void __Pyx_RaiseDoubleKeywordsError( - const char* func_name, - PyObject* kw_name) -{ - PyErr_Format(PyExc_TypeError, - #if PY_MAJOR_VERSION >= 3 - "%s() got multiple values for keyword argument '%U'", func_name, kw_name); - #else - "%s() got multiple values for keyword argument '%s'", func_name, - PyString_AsString(kw_name)); - #endif -} - -static int __Pyx_ParseOptionalKeywords( - PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char* function_name) -{ - PyObject *key = 0, *value = 0; - Py_ssize_t pos = 0; - PyObject*** name; - PyObject*** first_kw_arg = argnames + num_pos_args; - while (PyDict_Next(kwds, &pos, &key, &value)) { - name = first_kw_arg; - while (*name && (**name != key)) name++; - if (*name) { - values[name-argnames] = value; - continue; - } - name = first_kw_arg; - #if PY_MAJOR_VERSION < 3 - if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { - while (*name) { - if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) - && _PyString_Eq(**name, key)) { - values[name-argnames] = value; - break; - } - name++; - } - if (*name) continue; - else { - PyObject*** argname = argnames; - while (argname != first_kw_arg) { - if ((**argname == key) || ( - (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) - && _PyString_Eq(**argname, key))) { - goto arg_passed_twice; - } - argname++; - } - } - } else - #endif - if (likely(PyUnicode_Check(key))) { - while (*name) { - int cmp = (**name == key) ? 0 : - #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : - #endif - PyUnicode_Compare(**name, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) { - values[name-argnames] = value; - break; - } - name++; - } - if (*name) continue; - else { - PyObject*** argname = argnames; - while (argname != first_kw_arg) { - int cmp = (**argname == key) ? 0 : - #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : - #endif - PyUnicode_Compare(**argname, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) goto arg_passed_twice; - argname++; - } - } - } else - goto invalid_keyword_type; - if (kwds2) { - if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; - } else { - goto invalid_keyword; - } - } - return 0; -arg_passed_twice: - __Pyx_RaiseDoubleKeywordsError(function_name, key); - goto bad; -invalid_keyword_type: - PyErr_Format(PyExc_TypeError, - "%s() keywords must be strings", function_name); - goto bad; -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 -bad: - return -1; -} - -static void __Pyx_RaiseArgtupleInvalid( - const char* func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found) -{ - Py_ssize_t num_expected; - const char *more_or_less; - if (num_found < num_min) { - num_expected = num_min; - more_or_less = "at least"; - } else { - num_expected = num_max; - more_or_less = "at most"; - } - if (exact) { - more_or_less = "exactly"; - } - PyErr_Format(PyExc_TypeError, - "%s() takes %s %" CYTHON_FORMAT_SSIZE_T "d positional argument%s (%" CYTHON_FORMAT_SSIZE_T "d given)", - func_name, more_or_less, num_expected, - (num_expected == 1) ? "" : "s", num_found); -} - -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->curexc_type; - tmp_value = tstate->curexc_value; - tmp_tb = tstate->curexc_traceback; - tstate->curexc_type = type; - tstate->curexc_value = value; - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_Restore(type, value, tb); -#endif -} -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - *type = tstate->curexc_type; - *value = tstate->curexc_value; - *tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(type, value, tb); -#endif -} - -#if PY_MAJOR_VERSION < 3 -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, - CYTHON_UNUSED PyObject *cause) { - Py_XINCREF(type); - if (!value || value == Py_None) - value = NULL; - else - Py_INCREF(value); - if (!tb || tb == Py_None) - tb = NULL; - else { - Py_INCREF(tb); - if (!PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto raise_error; - } - } - #if PY_VERSION_HEX < 0x02050000 - if (PyClass_Check(type)) { - #else - if (PyType_Check(type)) { - #endif -#if CYTHON_COMPILING_IN_PYPY - if (!value) { - Py_INCREF(Py_None); - value = Py_None; - } -#endif - PyErr_NormalizeException(&type, &value, &tb); - } else { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto raise_error; - } - value = type; - #if PY_VERSION_HEX < 0x02050000 - if (PyInstance_Check(type)) { - type = (PyObject*) ((PyInstanceObject*)type)->in_class; - Py_INCREF(type); - } else { - type = 0; - PyErr_SetString(PyExc_TypeError, - "raise: exception must be an old-style class or instance"); - goto raise_error; - } - #else - type = (PyObject*) Py_TYPE(type); - Py_INCREF(type); - if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { - PyErr_SetString(PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto raise_error; - } - #endif - } - __Pyx_ErrRestore(type, value, tb); - return; -raise_error: - Py_XDECREF(value); - Py_XDECREF(type); - Py_XDECREF(tb); - return; -} -#else /* Python 3+ */ -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { - PyObject* owned_instance = NULL; - if (tb == Py_None) { - tb = 0; - } else if (tb && !PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto bad; - } - if (value == Py_None) - value = 0; - if (PyExceptionInstance_Check(type)) { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto bad; - } - value = type; - type = (PyObject*) Py_TYPE(value); - } else if (PyExceptionClass_Check(type)) { - PyObject *args; - if (!value) - args = PyTuple_New(0); - else if (PyTuple_Check(value)) { - Py_INCREF(value); - args = value; - } else - args = PyTuple_Pack(1, value); - if (!args) - goto bad; - owned_instance = PyEval_CallObject(type, args); - Py_DECREF(args); - if (!owned_instance) - goto bad; - value = owned_instance; - if (!PyExceptionInstance_Check(value)) { - PyErr_Format(PyExc_TypeError, - "calling %R should have returned an instance of " - "BaseException, not %R", - type, Py_TYPE(value)); - goto bad; - } - } else { - PyErr_SetString(PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto bad; - } -#if PY_VERSION_HEX >= 0x03030000 - if (cause) { -#else - if (cause && cause != Py_None) { -#endif - PyObject *fixed_cause; - if (cause == Py_None) { - fixed_cause = NULL; - } else if (PyExceptionClass_Check(cause)) { - fixed_cause = PyObject_CallObject(cause, NULL); - if (fixed_cause == NULL) - goto bad; - } else if (PyExceptionInstance_Check(cause)) { - fixed_cause = cause; - Py_INCREF(fixed_cause); - } else { - PyErr_SetString(PyExc_TypeError, - "exception causes must derive from " - "BaseException"); - goto bad; - } - PyException_SetCause(value, fixed_cause); - } - PyErr_SetObject(type, value); - if (tb) { - PyThreadState *tstate = PyThreadState_GET(); - PyObject* tmp_tb = tstate->curexc_traceback; - if (tb != tmp_tb) { - Py_INCREF(tb); - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_tb); - } - } -bad: - Py_XDECREF(owned_instance); - return; -} -#endif - -static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, - CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) { - PyObject *old_exc, *old_val, *old_tb; - PyObject *ctx; - __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); - #if PY_MAJOR_VERSION < 3 - ctx = PyString_FromString(name); - #else - ctx = PyUnicode_FromString(name); - #endif - __Pyx_ErrRestore(old_exc, old_val, old_tb); - if (!ctx) { - PyErr_WriteUnraisable(Py_None); - } else { - PyErr_WriteUnraisable(ctx); - Py_DECREF(ctx); - } -} - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_Format(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(PyObject_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); - return 0; -} - -static CYTHON_INLINE int __Pyx_CheckKeywordStrings( - PyObject *kwdict, - const char* function_name, - int kw_allowed) -{ - PyObject* key = 0; - Py_ssize_t pos = 0; -#if CPYTHON_COMPILING_IN_PYPY - if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0)) - goto invalid_keyword; - return 1; -#else - while (PyDict_Next(kwdict, &pos, &key, 0)) { - #if PY_MAJOR_VERSION < 3 - if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) - #endif - if (unlikely(!PyUnicode_Check(key))) - 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; -#endif -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 CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { - PyObject *r; - if (!j) return NULL; - r = PyObject_GetItem(o, j); - Py_DECREF(j); - return r; -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, - int wraparound, int boundscheck) { -#if CYTHON_COMPILING_IN_CPYTHON - if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); - if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { - PyObject *r = PyList_GET_ITEM(o, i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, - int wraparound, int boundscheck) { -#if CYTHON_COMPILING_IN_CPYTHON - if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); - if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, - int is_list, int wraparound, int boundscheck) { -#if CYTHON_COMPILING_IN_CPYTHON - if (is_list || PyList_CheckExact(o)) { - Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); - if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) { - PyObject *r = PyList_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } - else if (PyTuple_CheckExact(o)) { - Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); - if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } else { - PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; - if (likely(m && m->sq_item)) { - if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { - Py_ssize_t l = m->sq_length(o); - if (likely(l >= 0)) { - i += l; - } else { - if (PyErr_ExceptionMatches(PyExc_OverflowError)) - PyErr_Clear(); - else - return NULL; - } - } - return m->sq_item(o, i); - } - } -#else - if (is_list || PySequence_Check(o)) { - return PySequence_GetItem(o, i); - } -#endif - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -} - -static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { - if (likely(PyList_CheckExact(L))) { - if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return NULL; - Py_INCREF(Py_None); - return Py_None; /* this is just to have an accurate signature */ - } else { - return __Pyx_PyObject_CallMethod1(L, __pyx_n_s__append, x); - } -} - -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { - PyObject *local_type, *local_value, *local_tb; -#if CYTHON_COMPILING_IN_CPYTHON - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - local_type = tstate->curexc_type; - local_value = tstate->curexc_value; - local_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(&local_type, &local_value, &local_tb); -#endif - PyErr_NormalizeException(&local_type, &local_value, &local_tb); -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(tstate->curexc_type)) -#else - if (unlikely(PyErr_Occurred())) -#endif - goto bad; - #if PY_MAJOR_VERSION >= 3 - if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) - goto bad; - #endif - Py_INCREF(local_type); - Py_INCREF(local_value); - Py_INCREF(local_tb); - *type = local_type; - *value = local_value; - *tb = local_tb; -#if CYTHON_COMPILING_IN_CPYTHON - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = local_type; - tstate->exc_value = local_value; - tstate->exc_traceback = local_tb; - /* Make sure tstate is in a consistent state when we XDECREF - these objects (DECREF may run arbitrary code). */ - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_SetExcInfo(local_type, local_value, local_tb); -#endif - return 0; -bad: - *type = 0; - *value = 0; - *tb = 0; - Py_XDECREF(local_type); - Py_XDECREF(local_value); - Py_XDECREF(local_tb); - return -1; -} - -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { - PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); -} - -static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice( - PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, - PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice, - int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) { -#if CYTHON_COMPILING_IN_CPYTHON - PyMappingMethods* mp; -#if PY_MAJOR_VERSION < 3 - PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence; - if (likely(ms && ms->sq_slice)) { - if (!has_cstart) { - if (_py_start && (*_py_start != Py_None)) { - cstart = __Pyx_PyIndex_AsSsize_t(*_py_start); - if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; - } else - cstart = 0; - } - if (!has_cstop) { - if (_py_stop && (*_py_stop != Py_None)) { - cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop); - if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; - } else - cstop = PY_SSIZE_T_MAX; - } - if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) { - Py_ssize_t l = ms->sq_length(obj); - if (likely(l >= 0)) { - if (cstop < 0) { - cstop += l; - if (cstop < 0) cstop = 0; - } - if (cstart < 0) { - cstart += l; - if (cstart < 0) cstart = 0; - } - } else { - if (PyErr_ExceptionMatches(PyExc_OverflowError)) - PyErr_Clear(); - else - goto bad; - } - } - return ms->sq_slice(obj, cstart, cstop); - } -#endif - mp = Py_TYPE(obj)->tp_as_mapping; - if (likely(mp && mp->mp_subscript)) -#endif - { - PyObject* result; - PyObject *py_slice, *py_start, *py_stop; - if (_py_slice) { - py_slice = *_py_slice; - } else { - PyObject* owned_start = NULL; - PyObject* owned_stop = NULL; - if (_py_start) { - py_start = *_py_start; - } else { - if (has_cstart) { - owned_start = py_start = PyInt_FromSsize_t(cstart); - if (unlikely(!py_start)) goto bad; - } else - py_start = Py_None; - } - if (_py_stop) { - py_stop = *_py_stop; - } else { - if (has_cstop) { - owned_stop = py_stop = PyInt_FromSsize_t(cstop); - if (unlikely(!py_stop)) { - Py_XDECREF(owned_start); - goto bad; - } - } else - py_stop = Py_None; - } - py_slice = PySlice_New(py_start, py_stop, Py_None); - Py_XDECREF(owned_start); - Py_XDECREF(owned_stop); - if (unlikely(!py_slice)) goto bad; - } -#if CYTHON_COMPILING_IN_CPYTHON - result = mp->mp_subscript(obj, py_slice); -#else - result = PyObject_GetItem(obj, py_slice); -#endif - if (!_py_slice) { - Py_DECREF(py_slice); - } - return result; - } - PyErr_Format(PyExc_TypeError, - "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name); -bad: - return NULL; -} - -static CYTHON_INLINE int __Pyx_div_int(int a, int b) { - int q = a / b; - int r = a - q*b; - q -= ((r != 0) & ((r ^ b) < 0)); - return q; -} - -static CYTHON_INLINE int __Pyx_mod_int(int a, int b) { - int r = a % b; - r += ((r != 0) & ((r ^ b) < 0)) * b; - return r; -} - -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { - PyErr_Format(PyExc_ValueError, - "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); -} - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { - PyErr_Format(PyExc_ValueError, - "need more than %" CYTHON_FORMAT_SSIZE_T "d value%s to unpack", - index, (index == 1) ? "" : "s"); -} - -static CYTHON_INLINE int __Pyx_IterFinish(void) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - PyObject* exc_type = tstate->curexc_type; - if (unlikely(exc_type)) { - if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) { - PyObject *exc_value, *exc_tb; - exc_value = tstate->curexc_value; - exc_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; - Py_DECREF(exc_type); - Py_XDECREF(exc_value); - Py_XDECREF(exc_tb); - return 0; - } else { - return -1; - } - } - return 0; -#else - if (unlikely(PyErr_Occurred())) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { - PyErr_Clear(); - return 0; - } else { - return -1; - } - } - return 0; -#endif -} - -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { - if (unlikely(retval)) { - Py_DECREF(retval); - __Pyx_RaiseTooManyValuesError(expected); - return -1; - } else { - return __Pyx_IterFinish(); - } - return 0; -} - -static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { - int r; - if (!j) return -1; - r = PyObject_SetItem(o, j, v); - Py_DECREF(j); - return r; -} -static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, - int is_list, int wraparound, int boundscheck) { -#if CYTHON_COMPILING_IN_CPYTHON - if (is_list || PyList_CheckExact(o)) { - Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o)); - if ((!boundscheck) || likely((n >= 0) & (n < PyList_GET_SIZE(o)))) { - PyObject* old = PyList_GET_ITEM(o, n); - Py_INCREF(v); - PyList_SET_ITEM(o, n, v); - Py_DECREF(old); - return 1; - } - } else { - PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; - if (likely(m && m->sq_ass_item)) { - if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { - Py_ssize_t l = m->sq_length(o); - if (likely(l >= 0)) { - i += l; - } else { - if (PyErr_ExceptionMatches(PyExc_OverflowError)) - PyErr_Clear(); - else - return -1; - } - } - return m->sq_ass_item(o, i, v); - } - } -#else -#if CYTHON_COMPILING_IN_PYPY - if (is_list || (PySequence_Check(o) && !PyDict_Check(o))) { -#else - if (is_list || PySequence_Check(o)) { -#endif - return PySequence_SetItem(o, i, v); - } -#endif - return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v); -} - -static double __Pyx__PyObject_AsDouble(PyObject* obj) { - PyObject* float_value; -#if CYTHON_COMPILING_IN_PYPY - float_value = PyNumber_Float(obj); -#else - PyNumberMethods *nb = Py_TYPE(obj)->tp_as_number; - if (likely(nb) && likely(nb->nb_float)) { - float_value = nb->nb_float(obj); - if (likely(float_value) && unlikely(!PyFloat_Check(float_value))) { - PyErr_Format(PyExc_TypeError, - "__float__ returned non-float (type %.200s)", - Py_TYPE(float_value)->tp_name); - Py_DECREF(float_value); - goto bad; - } - } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) { -#if PY_MAJOR_VERSION >= 3 - float_value = PyFloat_FromString(obj); -#else - float_value = PyFloat_FromString(obj, 0); -#endif - } else { - PyObject* args = PyTuple_New(1); - if (unlikely(!args)) goto bad; - PyTuple_SET_ITEM(args, 0, obj); - float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0); - PyTuple_SET_ITEM(args, 0, 0); - Py_DECREF(args); - } -#endif - if (likely(float_value)) { - double value = PyFloat_AS_DOUBLE(float_value); - Py_DECREF(float_value); - return value; - } -bad: - return (double)-1; -} - -static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { - PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); -} - -static CYTHON_INLINE long __Pyx_div_long(long a, long b) { - long q = a / b; - long r = a - q*b; - q -= ((r != 0) & ((r ^ b) < 0)); - return q; -} - -static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, - const char *name, int exact) -{ - if (!type) { - PyErr_Format(PyExc_SystemError, "Missing type object"); - return 0; - } - if (none_allowed && obj == Py_None) return 1; - else if (exact) { - if (Py_TYPE(obj) == type) return 1; - } - else { - if (PyObject_TypeCheck(obj, type)) return 1; - } - PyErr_Format(PyExc_TypeError, - "Argument '%s' has incorrect type (expected %s, got %s)", - name, type->tp_name, Py_TYPE(obj)->tp_name); - return 0; -} - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); -} - -static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) { - if (t == Py_None) { - __Pyx_RaiseNoneNotIterableError(); - } else if (PyTuple_GET_SIZE(t) < index) { - __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t)); - } else { - __Pyx_RaiseTooManyValuesError(index); - } -} - -static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, - int is_tuple, int has_known_size, int decref_tuple) { - Py_ssize_t index; - PyObject *value1 = NULL, *value2 = NULL, *iter = NULL; - if (!is_tuple && unlikely(!PyTuple_Check(tuple))) { - iternextfunc iternext; - iter = PyObject_GetIter(tuple); - if (unlikely(!iter)) goto bad; - if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; } - iternext = Py_TYPE(iter)->tp_iternext; - value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; } - value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; } - if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad; - Py_DECREF(iter); - } else { - if (!has_known_size && unlikely(PyTuple_GET_SIZE(tuple) != 2)) { - __Pyx_UnpackTupleError(tuple, 2); - goto bad; - } -#if CYTHON_COMPILING_IN_PYPY - value1 = PySequence_ITEM(tuple, 0); - if (unlikely(!value1)) goto bad; - value2 = PySequence_ITEM(tuple, 1); - if (unlikely(!value2)) goto bad; -#else - value1 = PyTuple_GET_ITEM(tuple, 0); - value2 = PyTuple_GET_ITEM(tuple, 1); - Py_INCREF(value1); - Py_INCREF(value2); -#endif - if (decref_tuple) { Py_DECREF(tuple); } - } - *pvalue1 = value1; - *pvalue2 = value2; - return 0; -unpacking_failed: - if (!has_known_size && __Pyx_IterFinish() == 0) - __Pyx_RaiseNeedMoreValuesError(index); -bad: - Py_XDECREF(iter); - Py_XDECREF(value1); - Py_XDECREF(value2); - if (decref_tuple) { Py_XDECREF(tuple); } - return -1; -} - -static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name, - Py_ssize_t* p_orig_length, int* p_source_is_dict) { - is_dict = is_dict || likely(PyDict_CheckExact(iterable)); - *p_source_is_dict = is_dict; -#if !CYTHON_COMPILING_IN_PYPY - if (is_dict) { - *p_orig_length = PyDict_Size(iterable); - Py_INCREF(iterable); - return iterable; - } -#endif - *p_orig_length = 0; - if (method_name) { - PyObject* iter; - iterable = __Pyx_PyObject_CallMethod0(iterable, method_name); - if (!iterable) - return NULL; -#if !CYTHON_COMPILING_IN_PYPY - if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable)) - return iterable; -#endif - iter = PyObject_GetIter(iterable); - Py_DECREF(iterable); - return iter; - } - return PyObject_GetIter(iterable); -} -static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* iter_obj, Py_ssize_t orig_length, Py_ssize_t* ppos, - PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) { - PyObject* next_item; -#if !CYTHON_COMPILING_IN_PYPY - if (source_is_dict) { - PyObject *key, *value; - if (unlikely(orig_length != PyDict_Size(iter_obj))) { - PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration"); - return -1; - } - if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) { - return 0; - } - if (pitem) { - PyObject* tuple = PyTuple_New(2); - if (unlikely(!tuple)) { - return -1; - } - Py_INCREF(key); - Py_INCREF(value); - PyTuple_SET_ITEM(tuple, 0, key); - PyTuple_SET_ITEM(tuple, 1, value); - *pitem = tuple; - } else { - if (pkey) { - Py_INCREF(key); - *pkey = key; - } - if (pvalue) { - Py_INCREF(value); - *pvalue = value; - } - } - return 1; - } else if (PyTuple_CheckExact(iter_obj)) { - Py_ssize_t pos = *ppos; - if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0; - *ppos = pos + 1; - next_item = PyTuple_GET_ITEM(iter_obj, pos); - Py_INCREF(next_item); - } else if (PyList_CheckExact(iter_obj)) { - Py_ssize_t pos = *ppos; - if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0; - *ppos = pos + 1; - next_item = PyList_GET_ITEM(iter_obj, pos); - Py_INCREF(next_item); - } else -#endif - { - next_item = PyIter_Next(iter_obj); - if (unlikely(!next_item)) { - return __Pyx_IterFinish(); - } - } - if (pitem) { - *pitem = next_item; - } else if (pkey && pvalue) { - if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1)) - return -1; - } else if (pkey) { - *pkey = next_item; - } else { - *pvalue = next_item; - } - return 1; -} - -static CYTHON_INLINE long __Pyx_mod_long(long a, long b) { - long r = a % b; - r += ((r != 0) & ((r ^ b) < 0)) * b; - return r; -} - -static PyObject * -__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure) -{ - if (unlikely(op->func_doc == NULL)) { - if (op->func.m_ml->ml_doc) { -#if PY_MAJOR_VERSION >= 3 - op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc); -#else - op->func_doc = PyString_FromString(op->func.m_ml->ml_doc); -#endif - if (unlikely(op->func_doc == NULL)) - return NULL; - } else { - Py_INCREF(Py_None); - return Py_None; - } - } - Py_INCREF(op->func_doc); - return op->func_doc; -} -static int -__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value) -{ - PyObject *tmp = op->func_doc; - if (value == NULL) - value = Py_None; /* Mark as deleted */ - Py_INCREF(value); - op->func_doc = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op) -{ - if (unlikely(op->func_name == NULL)) { -#if PY_MAJOR_VERSION >= 3 - op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name); -#else - op->func_name = PyString_InternFromString(op->func.m_ml->ml_name); -#endif - if (unlikely(op->func_name == NULL)) - return NULL; - } - Py_INCREF(op->func_name); - return op->func_name; -} -static int -__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value) -{ - PyObject *tmp; -#if PY_MAJOR_VERSION >= 3 - if (unlikely(value == NULL || !PyUnicode_Check(value))) { -#else - if (unlikely(value == NULL || !PyString_Check(value))) { -#endif - PyErr_SetString(PyExc_TypeError, - "__name__ must be set to a string object"); - return -1; - } - tmp = op->func_name; - Py_INCREF(value); - op->func_name = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op) -{ - Py_INCREF(op->func_qualname); - return op->func_qualname; -} -static int -__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value) -{ - PyObject *tmp; -#if PY_MAJOR_VERSION >= 3 - if (unlikely(value == NULL || !PyUnicode_Check(value))) { -#else - if (unlikely(value == NULL || !PyString_Check(value))) { -#endif - PyErr_SetString(PyExc_TypeError, - "__qualname__ must be set to a string object"); - return -1; - } - tmp = op->func_qualname; - Py_INCREF(value); - op->func_qualname = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure) -{ - PyObject *self; - self = m->func_closure; - if (self == NULL) - self = Py_None; - Py_INCREF(self); - return self; -} -static PyObject * -__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op) -{ - if (unlikely(op->func_dict == NULL)) { - op->func_dict = PyDict_New(); - if (unlikely(op->func_dict == NULL)) - return NULL; - } - Py_INCREF(op->func_dict); - return op->func_dict; -} -static int -__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value) -{ - PyObject *tmp; - if (unlikely(value == NULL)) { - PyErr_SetString(PyExc_TypeError, - "function's dictionary may not be deleted"); - return -1; - } - if (unlikely(!PyDict_Check(value))) { - PyErr_SetString(PyExc_TypeError, - "setting function's dictionary to a non-dict"); - return -1; - } - tmp = op->func_dict; - Py_INCREF(value); - op->func_dict = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_globals(CYTHON_UNUSED __pyx_CyFunctionObject *op) -{ - PyObject* dict = PyModule_GetDict(__pyx_m); - Py_XINCREF(dict); - return dict; -} -static PyObject * -__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op) -{ - Py_INCREF(Py_None); - return Py_None; -} -static PyObject * -__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op) -{ - PyObject* result = (op->func_code) ? op->func_code : Py_None; - Py_INCREF(result); - return result; -} -static int -__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) { - PyObject *res = op->defaults_getter((PyObject *) op); - if (unlikely(!res)) - return -1; - op->defaults_tuple = PyTuple_GET_ITEM(res, 0); - Py_INCREF(op->defaults_tuple); - op->defaults_kwdict = PyTuple_GET_ITEM(res, 1); - Py_INCREF(op->defaults_kwdict); - Py_DECREF(res); - return 0; -} -static int -__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) { - PyObject* tmp; - if (!value) { - value = Py_None; - } else if (value != Py_None && !PyTuple_Check(value)) { - PyErr_SetString(PyExc_TypeError, - "__defaults__ must be set to a tuple object"); - return -1; - } - Py_INCREF(value); - tmp = op->defaults_tuple; - op->defaults_tuple = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) { - PyObject* result = op->defaults_tuple; - if (unlikely(!result)) { - if (op->defaults_getter) { - if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; - result = op->defaults_tuple; - } else { - result = Py_None; - } - } - Py_INCREF(result); - return result; -} -static int -__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) { - PyObject* tmp; - if (!value) { - value = Py_None; - } else if (value != Py_None && !PyDict_Check(value)) { - PyErr_SetString(PyExc_TypeError, - "__kwdefaults__ must be set to a dict object"); - return -1; - } - Py_INCREF(value); - tmp = op->defaults_kwdict; - op->defaults_kwdict = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) { - PyObject* result = op->defaults_kwdict; - if (unlikely(!result)) { - if (op->defaults_getter) { - if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; - result = op->defaults_kwdict; - } else { - result = Py_None; - } - } - Py_INCREF(result); - return result; -} -static int -__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) { - PyObject* tmp; - if (!value || value == Py_None) { - value = NULL; - } else if (!PyDict_Check(value)) { - PyErr_SetString(PyExc_TypeError, - "__annotations__ must be set to a dict object"); - return -1; - } - Py_XINCREF(value); - tmp = op->func_annotations; - op->func_annotations = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) { - PyObject* result = op->func_annotations; - if (unlikely(!result)) { - result = PyDict_New(); - if (unlikely(!result)) return NULL; - op->func_annotations = result; - } - Py_INCREF(result); - return result; -} -static PyGetSetDef __pyx_CyFunction_getsets[] = { - {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, - {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, - {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, - {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, - {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0}, - {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0}, - {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, - {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, - {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, - {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, - {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, - {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, - {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, - {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, - {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, - {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, - {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0}, - {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0}, - {0, 0, 0, 0, 0} -}; -#ifndef PY_WRITE_RESTRICTED /* < Py2.5 */ -#define PY_WRITE_RESTRICTED WRITE_RESTRICTED -#endif -static PyMemberDef __pyx_CyFunction_members[] = { - {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0}, - {0, 0, 0, 0, 0} -}; -static PyObject * -__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args) -{ -#if PY_MAJOR_VERSION >= 3 - return PyUnicode_FromString(m->func.m_ml->ml_name); -#else - return PyString_FromString(m->func.m_ml->ml_name); -#endif -} -static PyMethodDef __pyx_CyFunction_methods[] = { - {__Pyx_NAMESTR("__reduce__"), (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, - {0, 0, 0, 0} -}; -static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname, - PyObject *closure, PyObject *module, PyObject* code) { - __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type); - if (op == NULL) - return NULL; - op->flags = flags; - op->func_weakreflist = NULL; - op->func.m_ml = ml; - op->func.m_self = (PyObject *) op; - Py_XINCREF(closure); - op->func_closure = closure; - Py_XINCREF(module); - op->func.m_module = module; - op->func_dict = NULL; - op->func_name = NULL; - Py_INCREF(qualname); - op->func_qualname = qualname; - op->func_doc = NULL; - op->func_classobj = NULL; - Py_XINCREF(code); - op->func_code = code; - op->defaults_pyobjects = 0; - op->defaults = NULL; - op->defaults_tuple = NULL; - op->defaults_kwdict = NULL; - op->defaults_getter = NULL; - op->func_annotations = NULL; - PyObject_GC_Track(op); - return (PyObject *) op; -} -static int -__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) -{ - Py_CLEAR(m->func_closure); - Py_CLEAR(m->func.m_module); - Py_CLEAR(m->func_dict); - Py_CLEAR(m->func_name); - Py_CLEAR(m->func_qualname); - Py_CLEAR(m->func_doc); - Py_CLEAR(m->func_code); - Py_CLEAR(m->func_classobj); - Py_CLEAR(m->defaults_tuple); - Py_CLEAR(m->defaults_kwdict); - Py_CLEAR(m->func_annotations); - if (m->defaults) { - PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); - int i; - for (i = 0; i < m->defaults_pyobjects; i++) - Py_XDECREF(pydefaults[i]); - PyMem_Free(m->defaults); - m->defaults = NULL; - } - return 0; -} -static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) -{ - PyObject_GC_UnTrack(m); - if (m->func_weakreflist != NULL) - PyObject_ClearWeakRefs((PyObject *) m); - __Pyx_CyFunction_clear(m); - PyObject_GC_Del(m); -} -static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) -{ - Py_VISIT(m->func_closure); - Py_VISIT(m->func.m_module); - Py_VISIT(m->func_dict); - Py_VISIT(m->func_name); - Py_VISIT(m->func_qualname); - Py_VISIT(m->func_doc); - Py_VISIT(m->func_code); - Py_VISIT(m->func_classobj); - Py_VISIT(m->defaults_tuple); - Py_VISIT(m->defaults_kwdict); - if (m->defaults) { - PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); - int i; - for (i = 0; i < m->defaults_pyobjects; i++) - Py_VISIT(pydefaults[i]); - } - return 0; -} -static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type) -{ - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { - Py_INCREF(func); - return func; - } - if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) { - if (type == NULL) - type = (PyObject *)(Py_TYPE(obj)); - return PyMethod_New(func, - type, (PyObject *)(Py_TYPE(type))); - } - if (obj == Py_None) - obj = NULL; - return PyMethod_New(func, obj, type); -} -static PyObject* -__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) -{ -#if PY_MAJOR_VERSION >= 3 - return PyUnicode_FromFormat("", - op->func_qualname, (void *)op); -#else - return PyString_FromFormat("", - PyString_AsString(op->func_qualname), (void *)op); -#endif -} -#if CYTHON_COMPILING_IN_PYPY -static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { - PyCFunctionObject* f = (PyCFunctionObject*)func; - PyCFunction meth = PyCFunction_GET_FUNCTION(func); - PyObject *self = PyCFunction_GET_SELF(func); - Py_ssize_t size; - switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) { - case METH_VARARGS: - if (likely(kw == NULL) || PyDict_Size(kw) == 0) - return (*meth)(self, arg); - break; - case METH_VARARGS | METH_KEYWORDS: - return (*(PyCFunctionWithKeywords)meth)(self, arg, kw); - case METH_NOARGS: - if (likely(kw == NULL) || PyDict_Size(kw) == 0) { - size = PyTuple_GET_SIZE(arg); - if (size == 0) - return (*meth)(self, NULL); - PyErr_Format(PyExc_TypeError, - "%.200s() takes no arguments (%zd given)", - f->m_ml->ml_name, size); - return NULL; - } - break; - case METH_O: - if (likely(kw == NULL) || PyDict_Size(kw) == 0) { - size = PyTuple_GET_SIZE(arg); - if (size == 1) - return (*meth)(self, PyTuple_GET_ITEM(arg, 0)); - PyErr_Format(PyExc_TypeError, - "%.200s() takes exactly one argument (%zd given)", - f->m_ml->ml_name, size); - return NULL; - } - break; - default: - PyErr_SetString(PyExc_SystemError, "Bad call flags in " - "__Pyx_CyFunction_Call. METH_OLDARGS is no " - "longer supported!"); - return NULL; - } - PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments", - f->m_ml->ml_name); - return NULL; -} -#else -static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { - return PyCFunction_Call(func, arg, kw); -} -#endif -static PyTypeObject __pyx_CyFunctionType_type = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/ - sizeof(__pyx_CyFunctionObject), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - (destructor) __Pyx_CyFunction_dealloc, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ -#if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ -#else - 0, /*reserved*/ -#endif - (reprfunc) __Pyx_CyFunction_repr, /*tp_repr*/ - 0, /*tp_as_number*/ - 0, /*tp_as_sequence*/ - 0, /*tp_as_mapping*/ - 0, /*tp_hash*/ - __Pyx_CyFunction_Call, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - 0, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ - 0, /*tp_doc*/ - (traverseproc) __Pyx_CyFunction_traverse, /*tp_traverse*/ - (inquiry) __Pyx_CyFunction_clear, /*tp_clear*/ - 0, /*tp_richcompare*/ - offsetof(__pyx_CyFunctionObject, func_weakreflist), /* tp_weaklistoffse */ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_CyFunction_methods, /*tp_methods*/ - __pyx_CyFunction_members, /*tp_members*/ - __pyx_CyFunction_getsets, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - __Pyx_CyFunction_descr_get, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - offsetof(__pyx_CyFunctionObject, func_dict),/*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - 0, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ -#if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ -#endif -}; -static int __Pyx_CyFunction_init(void) { -#if !CYTHON_COMPILING_IN_PYPY - __pyx_CyFunctionType_type.tp_call = PyCFunction_Call; -#endif - if (PyType_Ready(&__pyx_CyFunctionType_type) < 0) - return -1; - __pyx_CyFunctionType = &__pyx_CyFunctionType_type; - return 0; -} -static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->defaults = PyMem_Malloc(size); - if (!m->defaults) - return PyErr_NoMemory(); - memset(m->defaults, 0, size); - m->defaults_pyobjects = pyobjects; - return m->defaults; -} -static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->defaults_tuple = tuple; - Py_INCREF(tuple); -} -static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->defaults_kwdict = dict; - Py_INCREF(dict); -} -static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->func_annotations = dict; - Py_INCREF(dict); -} - -static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02040000 - if (likely(PyList_CheckExact(L)) - && likely(PyList_GET_SIZE(L) > (((PyListObject*)L)->allocated >> 1))) { - Py_SIZE(L) -= 1; - return PyList_GET_ITEM(L, PyList_GET_SIZE(L)); - } -#if PY_VERSION_HEX >= 0x02050000 - else if (Py_TYPE(L) == (&PySet_Type)) { - return PySet_Pop(L); - } -#endif -#endif - return __Pyx_PyObject_CallMethod0(L, __pyx_n_s__pop); -} - -static int __Pyx_SetVtable(PyObject *dict, void *vtable) { -#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) - PyObject *ob = PyCapsule_New(vtable, 0, 0); -#else - PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); -#endif - if (!ob) - goto bad; - if (PyDict_SetItem(dict, __pyx_n_s____pyx_vtable__, ob) < 0) - goto bad; - Py_DECREF(ob); - return 0; -bad: - Py_XDECREF(ob); - return -1; -} - -static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { - PyObject* value = __Pyx_PyObject_GetAttrStr(module, name); - if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) { - PyErr_Format(PyExc_ImportError, - #if PY_MAJOR_VERSION < 3 - "cannot import name %.230s", PyString_AS_STRING(name)); - #else - "cannot import name %S", name); - #endif - } - return value; -} - -static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - *type = tstate->exc_type; - *value = tstate->exc_value; - *tb = tstate->exc_traceback; - Py_XINCREF(*type); - Py_XINCREF(*value); - Py_XINCREF(*tb); -#else - PyErr_GetExcInfo(type, value, tb); -#endif -} -static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = type; - tstate->exc_value = value; - tstate->exc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_SetExcInfo(type, value, tb); -#endif -} - -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { - PyObject *empty_list = 0; - PyObject *module = 0; - PyObject *global_dict = 0; - PyObject *empty_dict = 0; - PyObject *list; - #if PY_VERSION_HEX < 0x03030000 - PyObject *py_import; - py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s____import__); - if (!py_import) - goto bad; - #endif - if (from_list) - list = from_list; - else { - empty_list = PyList_New(0); - if (!empty_list) - goto bad; - list = empty_list; - } - global_dict = PyModule_GetDict(__pyx_m); - if (!global_dict) - goto bad; - empty_dict = PyDict_New(); - if (!empty_dict) - goto bad; - #if PY_VERSION_HEX >= 0x02050000 - { - #if PY_MAJOR_VERSION >= 3 - if (level == -1) { - if (strchr(__Pyx_MODULE_NAME, '.')) { - #if PY_VERSION_HEX < 0x03030000 - PyObject *py_level = PyInt_FromLong(1); - if (!py_level) - goto bad; - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, py_level, NULL); - Py_DECREF(py_level); - #else - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, 1); - #endif - if (!module) { - if (!PyErr_ExceptionMatches(PyExc_ImportError)) - goto bad; - PyErr_Clear(); - } - } - level = 0; /* try absolute import on failure */ - } - #endif - if (!module) { - #if PY_VERSION_HEX < 0x03030000 - PyObject *py_level = PyInt_FromLong(level); - if (!py_level) - goto bad; - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, py_level, NULL); - Py_DECREF(py_level); - #else - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, level); - #endif - } - } - #else - if (level>0) { - PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); - goto bad; - } - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, NULL); - #endif -bad: - #if PY_VERSION_HEX < 0x03030000 - Py_XDECREF(py_import); - #endif - Py_XDECREF(empty_list); - Py_XDECREF(empty_dict); - return module; -} - -static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { - const unsigned char neg_one = (unsigned char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned char" : - "value too large to convert to unsigned char"); - } - return (unsigned char)-1; - } - return (unsigned char)val; - } - return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { - const unsigned short neg_one = (unsigned short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned short" : - "value too large to convert to unsigned short"); - } - return (unsigned short)-1; - } - return (unsigned short)val; - } - return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { - const unsigned int neg_one = (unsigned int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned int" : - "value too large to convert to unsigned int"); - } - return (unsigned int)-1; - } - return (unsigned int)val; - } - return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { - const char neg_one = (char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to char" : - "value too large to convert to char"); - } - return (char)-1; - } - return (char)val; - } - return (char)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { - const short neg_one = (short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to short" : - "value too large to convert to short"); - } - return (short)-1; - } - return (short)val; - } - return (short)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { - const int neg_one = (int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to int" : - "value too large to convert to int"); - } - return (int)-1; - } - return (int)val; - } - return (int)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { - const signed char neg_one = (signed char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed char" : - "value too large to convert to signed char"); - } - return (signed char)-1; - } - return (signed char)val; - } - return (signed char)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { - const signed short neg_one = (signed short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed short" : - "value too large to convert to signed short"); - } - return (signed short)-1; - } - return (signed short)val; - } - return (signed short)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { - const signed int neg_one = (signed int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed int" : - "value too large to convert to signed int"); - } - return (signed int)-1; - } - return (signed int)val; - } - return (signed int)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { - const int neg_one = (int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to int" : - "value too large to convert to int"); - } - return (int)-1; - } - return (int)val; - } - return (int)__Pyx_PyInt_AsLong(x); -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { - const unsigned long neg_one = (unsigned long)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned long"); - return (unsigned long)-1; - } - return (unsigned long)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(unsigned long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (unsigned long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned long"); - return (unsigned long)-1; - } - return (unsigned long)PyLong_AsUnsignedLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(unsigned long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(unsigned long) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(unsigned long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (unsigned long)PyLong_AsLong(x); - } - } else { - unsigned long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (unsigned long)-1; - val = __Pyx_PyInt_AsUnsignedLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { - const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned PY_LONG_LONG"); - return (unsigned PY_LONG_LONG)-1; - } - return (unsigned PY_LONG_LONG)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned PY_LONG_LONG"); - return (unsigned PY_LONG_LONG)-1; - } - return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - unsigned PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (unsigned PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsUnsignedLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) { - const long neg_one = (long)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to long"); - return (long)-1; - } - return (long)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to long"); - return (long)-1; - } - return (long)PyLong_AsUnsignedLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(long) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (long)PyLong_AsLong(x); - } - } else { - long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (long)-1; - val = __Pyx_PyInt_AsLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { - const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to PY_LONG_LONG"); - return (PY_LONG_LONG)-1; - } - return (PY_LONG_LONG)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to PY_LONG_LONG"); - return (PY_LONG_LONG)-1; - } - return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { - const signed long neg_one = (signed long)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed long"); - return (signed long)-1; - } - return (signed long)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(signed long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (signed long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed long"); - return (signed long)-1; - } - return (signed long)PyLong_AsUnsignedLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(signed long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(signed long) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(signed long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (signed long)PyLong_AsLong(x); - } - } else { - signed long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (signed long)-1; - val = __Pyx_PyInt_AsSignedLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { - const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed PY_LONG_LONG"); - return (signed PY_LONG_LONG)-1; - } - return (signed PY_LONG_LONG)val; - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed PY_LONG_LONG"); - return (signed PY_LONG_LONG)-1; - } - return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (signed PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - signed PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (signed PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsSignedLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = *type; - tstate->exc_value = *value; - tstate->exc_traceback = *tb; -#else - PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); - PyErr_SetExcInfo(*type, *value, *tb); -#endif - *type = tmp_type; - *value = tmp_value; - *tb = tmp_tb; -} - -static PyObject *__Pyx_Generator_Next(PyObject *self); -static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value); -static PyObject *__Pyx_Generator_Close(PyObject *self); -static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args); -static PyTypeObject *__pyx_GeneratorType = 0; -#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType) -#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) -#if 1 || PY_VERSION_HEX < 0x030300B0 -static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) { - PyObject *et, *ev, *tb; - PyObject *value = NULL; - __Pyx_ErrFetch(&et, &ev, &tb); - if (!et) { - Py_XDECREF(tb); - Py_XDECREF(ev); - Py_INCREF(Py_None); - *pvalue = Py_None; - return 0; - } - if (unlikely(et != PyExc_StopIteration) && - unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) { - __Pyx_ErrRestore(et, ev, tb); - return -1; - } - if (likely(et == PyExc_StopIteration)) { - if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) { - if (!ev) { - Py_INCREF(Py_None); - ev = Py_None; - } - Py_XDECREF(tb); - Py_DECREF(et); - *pvalue = ev; - return 0; - } - } - PyErr_NormalizeException(&et, &ev, &tb); - if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) { - __Pyx_ErrRestore(et, ev, tb); - return -1; - } - Py_XDECREF(tb); - Py_DECREF(et); -#if PY_VERSION_HEX >= 0x030300A0 - value = ((PyStopIterationObject *)ev)->value; - Py_INCREF(value); - Py_DECREF(ev); -#else - { - PyObject* args = PyObject_GetAttr(ev, __pyx_n_s__args); - Py_DECREF(ev); - if (likely(args)) { - value = PyObject_GetItem(args, 0); - Py_DECREF(args); - } - if (unlikely(!value)) { - __Pyx_ErrRestore(NULL, NULL, NULL); - Py_INCREF(Py_None); - value = Py_None; - } - } -#endif - *pvalue = value; - return 0; -} -#endif -static CYTHON_INLINE -void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) { - PyObject *exc_type = self->exc_type; - PyObject *exc_value = self->exc_value; - PyObject *exc_traceback = self->exc_traceback; - self->exc_type = NULL; - self->exc_value = NULL; - self->exc_traceback = NULL; - Py_XDECREF(exc_type); - Py_XDECREF(exc_value); - Py_XDECREF(exc_traceback); -} -static CYTHON_INLINE -int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) { - if (unlikely(gen->is_running)) { - PyErr_SetString(PyExc_ValueError, - "generator already executing"); - return 1; - } - return 0; -} -static CYTHON_INLINE -PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) { - PyObject *retval; - assert(!self->is_running); - if (unlikely(self->resume_label == 0)) { - if (unlikely(value && value != Py_None)) { - PyErr_SetString(PyExc_TypeError, - "can't send non-None value to a " - "just-started generator"); - return NULL; - } - } - if (unlikely(self->resume_label == -1)) { - PyErr_SetNone(PyExc_StopIteration); - return NULL; - } - if (value) { -#if CYTHON_COMPILING_IN_PYPY -#else - /* Generators always return to their most recent caller, not - * necessarily their creator. */ - if (self->exc_traceback) { - PyThreadState *tstate = PyThreadState_GET(); - PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; - PyFrameObject *f = tb->tb_frame; - Py_XINCREF(tstate->frame); - assert(f->f_back == NULL); - f->f_back = tstate->frame; - } -#endif - __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, - &self->exc_traceback); - } else { - __Pyx_Generator_ExceptionClear(self); - } - self->is_running = 1; - retval = self->body((PyObject *) self, value); - self->is_running = 0; - if (retval) { - __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, - &self->exc_traceback); -#if CYTHON_COMPILING_IN_PYPY -#else - /* Don't keep the reference to f_back any longer than necessary. It - * may keep a chain of frames alive or it could create a reference - * cycle. */ - if (self->exc_traceback) { - PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; - PyFrameObject *f = tb->tb_frame; - Py_CLEAR(f->f_back); - } -#endif - } else { - __Pyx_Generator_ExceptionClear(self); - } - return retval; -} -static CYTHON_INLINE -PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) { - PyObject *ret; - PyObject *val = NULL; - __Pyx_Generator_Undelegate(gen); - __Pyx_PyGen_FetchStopIterationValue(&val); - ret = __Pyx_Generator_SendEx(gen, val); - Py_XDECREF(val); - return ret; -} -static PyObject *__Pyx_Generator_Next(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; - PyObject *yf = gen->yieldfrom; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - PyObject *ret; - gen->is_running = 1; - ret = Py_TYPE(yf)->tp_iternext(yf); - gen->is_running = 0; - if (likely(ret)) { - return ret; - } - return __Pyx_Generator_FinishDelegation(gen); - } - return __Pyx_Generator_SendEx(gen, Py_None); -} -static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; - PyObject *yf = gen->yieldfrom; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - PyObject *ret; - gen->is_running = 1; - if (__Pyx_Generator_CheckExact(yf)) { - ret = __Pyx_Generator_Send(yf, value); - } else { - if (value == Py_None) - ret = PyIter_Next(yf); - else - ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s__send, value); - } - gen->is_running = 0; - if (likely(ret)) { - return ret; - } - return __Pyx_Generator_FinishDelegation(gen); - } - return __Pyx_Generator_SendEx(gen, value); -} -static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) { - PyObject *retval = NULL; - int err = 0; - if (__Pyx_Generator_CheckExact(yf)) { - retval = __Pyx_Generator_Close(yf); - if (!retval) - return -1; - } else { - PyObject *meth; - gen->is_running = 1; - meth = PyObject_GetAttr(yf, __pyx_n_s__close); - if (unlikely(!meth)) { - if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { - PyErr_WriteUnraisable(yf); - } - PyErr_Clear(); - } else { - retval = PyObject_CallFunction(meth, NULL); - Py_DECREF(meth); - if (!retval) - err = -1; - } - gen->is_running = 0; - } - Py_XDECREF(retval); - return err; -} -static PyObject *__Pyx_Generator_Close(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - PyObject *retval, *raised_exception; - PyObject *yf = gen->yieldfrom; - int err = 0; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - Py_INCREF(yf); - err = __Pyx_Generator_CloseIter(gen, yf); - __Pyx_Generator_Undelegate(gen); - Py_DECREF(yf); - } - if (err == 0) -#if PY_VERSION_HEX < 0x02050000 - PyErr_SetNone(PyExc_StopIteration); -#else - PyErr_SetNone(PyExc_GeneratorExit); -#endif - retval = __Pyx_Generator_SendEx(gen, NULL); - if (retval) { - Py_DECREF(retval); - PyErr_SetString(PyExc_RuntimeError, - "generator ignored GeneratorExit"); - return NULL; - } - raised_exception = PyErr_Occurred(); - if (!raised_exception - || raised_exception == PyExc_StopIteration -#if PY_VERSION_HEX >= 0x02050000 - || raised_exception == PyExc_GeneratorExit - || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit) -#endif - || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration)) - { - if (raised_exception) PyErr_Clear(); /* ignore these errors */ - Py_INCREF(Py_None); - return Py_None; - } - return NULL; -} -static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - PyObject *typ; - PyObject *tb = NULL; - PyObject *val = NULL; - PyObject *yf = gen->yieldfrom; - if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) - return NULL; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - PyObject *ret; - Py_INCREF(yf); -#if PY_VERSION_HEX >= 0x02050000 - if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) { - int err = __Pyx_Generator_CloseIter(gen, yf); - Py_DECREF(yf); - __Pyx_Generator_Undelegate(gen); - if (err < 0) - return __Pyx_Generator_SendEx(gen, NULL); - goto throw_here; - } -#endif - gen->is_running = 1; - if (__Pyx_Generator_CheckExact(yf)) { - ret = __Pyx_Generator_Throw(yf, args); - } else { - PyObject *meth = PyObject_GetAttr(yf, __pyx_n_s__throw); - if (unlikely(!meth)) { - Py_DECREF(yf); - if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { - gen->is_running = 0; - return NULL; - } - PyErr_Clear(); - __Pyx_Generator_Undelegate(gen); - gen->is_running = 0; - goto throw_here; - } - ret = PyObject_CallObject(meth, args); - Py_DECREF(meth); - } - gen->is_running = 0; - Py_DECREF(yf); - if (!ret) { - ret = __Pyx_Generator_FinishDelegation(gen); - } - return ret; - } -throw_here: - __Pyx_Raise(typ, val, tb, NULL); - return __Pyx_Generator_SendEx(gen, NULL); -} -static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - Py_VISIT(gen->closure); - Py_VISIT(gen->classobj); - Py_VISIT(gen->yieldfrom); - Py_VISIT(gen->exc_type); - Py_VISIT(gen->exc_value); - Py_VISIT(gen->exc_traceback); - return 0; -} -static int __Pyx_Generator_clear(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - Py_CLEAR(gen->closure); - Py_CLEAR(gen->classobj); - Py_CLEAR(gen->yieldfrom); - Py_CLEAR(gen->exc_type); - Py_CLEAR(gen->exc_value); - Py_CLEAR(gen->exc_traceback); - return 0; -} -static void __Pyx_Generator_dealloc(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - PyObject_GC_UnTrack(gen); - if (gen->gi_weakreflist != NULL) - PyObject_ClearWeakRefs(self); - PyObject_GC_Track(self); - if (gen->resume_label > 0) { - Py_TYPE(gen)->tp_del(self); - if (self->ob_refcnt > 0) - return; /* resurrected. :( */ - } - PyObject_GC_UnTrack(self); - __Pyx_Generator_clear(self); - PyObject_GC_Del(gen); -} -static void __Pyx_Generator_del(PyObject *self) { - PyObject *res; - PyObject *error_type, *error_value, *error_traceback; - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - if (gen->resume_label <= 0) - return ; - assert(self->ob_refcnt == 0); - self->ob_refcnt = 1; - __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); - res = __Pyx_Generator_Close(self); - if (res == NULL) - PyErr_WriteUnraisable(self); - else - Py_DECREF(res); - __Pyx_ErrRestore(error_type, error_value, error_traceback); - /* Undo the temporary resurrection; can't use DECREF here, it would - * cause a recursive call. - */ - assert(self->ob_refcnt > 0); - if (--self->ob_refcnt == 0) - return; /* this is the normal path out */ - /* close() resurrected it! Make it look like the original Py_DECREF - * never happened. - */ - { - Py_ssize_t refcnt = self->ob_refcnt; - _Py_NewReference(self); - self->ob_refcnt = refcnt; - } -#if CYTHON_COMPILING_IN_CPYTHON - assert(PyType_IS_GC(self->ob_type) && - _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); - /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so - * we need to undo that. */ - _Py_DEC_REFTOTAL; -#endif - /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object - * chain, so no more to do there. - * If COUNT_ALLOCS, the original decref bumped tp_frees, and - * _Py_NewReference bumped tp_allocs: both of those need to be - * undone. - */ -#ifdef COUNT_ALLOCS - --Py_TYPE(self)->tp_frees; - --Py_TYPE(self)->tp_allocs; -#endif -} -static PyMemberDef __pyx_Generator_memberlist[] = { - {(char *) "gi_running", -#if PY_VERSION_HEX >= 0x02060000 - T_BOOL, -#else - T_BYTE, -#endif - offsetof(__pyx_GeneratorObject, is_running), - READONLY, - NULL}, - {0, 0, 0, 0, 0} -}; -static PyMethodDef __pyx_Generator_methods[] = { - {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0}, - {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0}, - {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0}, - {0, 0, 0, 0} -}; -static PyTypeObject __pyx_GeneratorType_type = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("generator"), /*tp_name*/ - sizeof(__pyx_GeneratorObject), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - (destructor) __Pyx_Generator_dealloc,/*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*/ - 0, /*tp_as_number*/ - 0, /*tp_as_sequence*/ - 0, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - 0, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ - 0, /*tp_doc*/ - (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/ - 0, /*tp_clear*/ - 0, /*tp_richcompare*/ - offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */ - 0, /*tp_iter*/ - (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/ - __pyx_Generator_methods, /*tp_methods*/ - __pyx_Generator_memberlist, /*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*/ - 0, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - __Pyx_Generator_del, /*tp_del*/ -#if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ -#endif -}; -static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, - PyObject *closure) { - __pyx_GeneratorObject *gen = - PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type); - if (gen == NULL) - return NULL; - gen->body = body; - gen->closure = closure; - Py_XINCREF(closure); - gen->is_running = 0; - gen->resume_label = 0; - gen->classobj = NULL; - gen->yieldfrom = NULL; - gen->exc_type = NULL; - gen->exc_value = NULL; - gen->exc_traceback = NULL; - gen->gi_weakreflist = NULL; - PyObject_GC_Track(gen); - return gen; -} -static int __pyx_Generator_init(void) { - __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr; - __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter; - if (PyType_Ready(&__pyx_GeneratorType_type)) { - return -1; - } - __pyx_GeneratorType = &__pyx_GeneratorType_type; - return 0; -} - -static int __Pyx_check_binary_version(void) { - char ctversion[4], rtversion[4]; - PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); - PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); - if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { - char message[200]; - PyOS_snprintf(message, sizeof(message), - "compiletime version %s of module '%.100s' " - "does not match runtime version %s", - ctversion, __Pyx_MODULE_NAME, rtversion); - #if PY_VERSION_HEX < 0x02050000 - return PyErr_Warn(NULL, message); - #else - return PyErr_WarnEx(NULL, message, 1); - #endif - } - return 0; -} - -static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) { - PyObject *d = 0; - PyObject *cobj = 0; - union { - void (*fp)(void); - void *p; - } tmp; - d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__"); - if (!d) { - PyErr_Clear(); - d = PyDict_New(); - if (!d) - goto bad; - Py_INCREF(d); - if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0) - goto bad; - } - tmp.fp = f; -#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) - cobj = PyCapsule_New(tmp.p, sig, 0); -#else - cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0); -#endif - if (!cobj) - goto bad; - if (PyDict_SetItemString(d, name, cobj) < 0) - goto bad; - Py_DECREF(cobj); - Py_DECREF(d); - return 0; -bad: - Py_XDECREF(cobj); - Py_XDECREF(d); - return -1; -} - -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { - int start = 0, mid = 0, end = count - 1; - if (end >= 0 && code_line > entries[end].code_line) { - return count; - } - while (start < end) { - mid = (start + end) / 2; - if (code_line < entries[mid].code_line) { - end = mid; - } else if (code_line > entries[mid].code_line) { - start = mid + 1; - } else { - return mid; - } - } - if (code_line <= entries[mid].code_line) { - return mid; - } else { - return mid + 1; - } -} -static PyCodeObject *__pyx_find_code_object(int code_line) { - PyCodeObject* code_object; - int pos; - if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { - return NULL; - } - pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { - return NULL; - } - code_object = __pyx_code_cache.entries[pos].code_object; - Py_INCREF(code_object); - return code_object; -} -static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { - int pos, i; - __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; - if (unlikely(!code_line)) { - return; - } - if (unlikely(!entries)) { - entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); - if (likely(entries)) { - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = 64; - __pyx_code_cache.count = 1; - entries[0].code_line = code_line; - entries[0].code_object = code_object; - Py_INCREF(code_object); - } - return; - } - pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { - PyCodeObject* tmp = entries[pos].code_object; - entries[pos].code_object = code_object; - Py_DECREF(tmp); - return; - } - if (__pyx_code_cache.count == __pyx_code_cache.max_count) { - int new_max = __pyx_code_cache.max_count + 64; - entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( - __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry)); - if (unlikely(!entries)) { - return; - } - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = new_max; - } - for (i=__pyx_code_cache.count; i>pos; i--) { - entries[i] = entries[i-1]; - } - entries[pos].code_line = code_line; - entries[pos].code_object = code_object; - __pyx_code_cache.count++; - Py_INCREF(code_object); -} - -#include "compile.h" -#include "frameobject.h" -#include "traceback.h" -static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( - const char *funcname, int c_line, - int py_line, const char *filename) { - PyCodeObject *py_code = 0; - PyObject *py_srcfile = 0; - PyObject *py_funcname = 0; - #if PY_MAJOR_VERSION < 3 - py_srcfile = PyString_FromString(filename); - #else - py_srcfile = PyUnicode_FromString(filename); - #endif - if (!py_srcfile) goto bad; - if (c_line) { - #if PY_MAJOR_VERSION < 3 - py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); - #else - py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); - #endif - } - else { - #if PY_MAJOR_VERSION < 3 - py_funcname = PyString_FromString(funcname); - #else - py_funcname = PyUnicode_FromString(funcname); - #endif - } - if (!py_funcname) goto bad; - py_code = __Pyx_PyCode_New( - 0, /*int argcount,*/ - 0, /*int kwonlyargcount,*/ - 0, /*int nlocals,*/ - 0, /*int stacksize,*/ - 0, /*int flags,*/ - __pyx_empty_bytes, /*PyObject *code,*/ - __pyx_empty_tuple, /*PyObject *consts,*/ - __pyx_empty_tuple, /*PyObject *names,*/ - __pyx_empty_tuple, /*PyObject *varnames,*/ - __pyx_empty_tuple, /*PyObject *freevars,*/ - __pyx_empty_tuple, /*PyObject *cellvars,*/ - py_srcfile, /*PyObject *filename,*/ - py_funcname, /*PyObject *name,*/ - py_line, /*int firstlineno,*/ - __pyx_empty_bytes /*PyObject *lnotab*/ - ); - Py_DECREF(py_srcfile); - Py_DECREF(py_funcname); - return py_code; -bad: - Py_XDECREF(py_srcfile); - Py_XDECREF(py_funcname); - return NULL; -} -static void __Pyx_AddTraceback(const char *funcname, int c_line, - int py_line, const char *filename) { - PyCodeObject *py_code = 0; - PyObject *py_globals = 0; - PyFrameObject *py_frame = 0; - py_code = __pyx_find_code_object(c_line ? c_line : py_line); - if (!py_code) { - py_code = __Pyx_CreateCodeObjectForTraceback( - funcname, c_line, py_line, filename); - if (!py_code) goto bad; - __pyx_insert_code_object(c_line ? c_line : py_line, py_code); - } - py_globals = PyModule_GetDict(__pyx_m); - if (!py_globals) goto bad; - py_frame = PyFrame_New( - PyThreadState_GET(), /*PyThreadState *tstate,*/ - py_code, /*PyCodeObject *code,*/ - py_globals, /*PyObject *globals,*/ - 0 /*PyObject *locals*/ - ); - if (!py_frame) goto bad; - py_frame->f_lineno = py_line; - PyTraceBack_Here(py_frame); -bad: - Py_XDECREF(py_code); - Py_XDECREF(py_frame); -} - -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { - while (t->p) { - #if PY_MAJOR_VERSION < 3 - if (t->is_unicode) { - *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); - } else if (t->intern) { - *t->p = PyString_InternFromString(t->s); - } else { - *t->p = PyString_FromStringAndSize(t->s, t->n - 1); - } - #else /* Python 3+ has unicode identifiers */ - if (t->is_unicode | t->is_str) { - if (t->intern) { - *t->p = PyUnicode_InternFromString(t->s); - } else if (t->encoding) { - *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); - } else { - *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); - } - } else { - *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); - } - #endif - if (!*t->p) - return -1; - ++t; - } - return 0; -} - -static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char* c_str) { - return __Pyx_PyUnicode_FromStringAndSize(c_str, strlen(c_str)); -} -static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) { - Py_ssize_t ignore; - return __Pyx_PyObject_AsStringAndSize(o, &ignore); -} -static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT - if ( -#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - __Pyx_sys_getdefaultencoding_not_ascii && -#endif - PyUnicode_Check(o)) { -#if PY_VERSION_HEX < 0x03030000 - char* defenc_c; - PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); - if (!defenc) return NULL; - defenc_c = PyBytes_AS_STRING(defenc); -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - { - char* end = defenc_c + PyBytes_GET_SIZE(defenc); - char* c; - for (c = defenc_c; c < end; c++) { - if ((unsigned char) (*c) >= 128) { - PyUnicode_AsASCIIString(o); - return NULL; - } - } - } -#endif /*__PYX_DEFAULT_STRING_ENCODING_IS_ASCII*/ - *length = PyBytes_GET_SIZE(defenc); - return defenc_c; -#else /* PY_VERSION_HEX < 0x03030000 */ - if (PyUnicode_READY(o) == -1) return NULL; -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - if (PyUnicode_IS_ASCII(o)) { - *length = PyUnicode_GET_DATA_SIZE(o); - return PyUnicode_AsUTF8(o); - } else { - PyUnicode_AsASCIIString(o); - return NULL; - } -#else /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ - return PyUnicode_AsUTF8AndSize(o, length); -#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ -#endif /* PY_VERSION_HEX < 0x03030000 */ - } else -#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT */ - { - char* result; - int r = PyBytes_AsStringAndSize(o, &result, length); - if (r < 0) { - return NULL; - } else { - return result; - } - } -} -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { - int is_true = x == Py_True; - if (is_true | (x == Py_False) | (x == Py_None)) return is_true; - else return PyObject_IsTrue(x); -} -static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { - PyNumberMethods *m; - const char *name = NULL; - PyObject *res = NULL; -#if PY_MAJOR_VERSION < 3 - if (PyInt_Check(x) || PyLong_Check(x)) -#else - if (PyLong_Check(x)) -#endif - return Py_INCREF(x), x; - m = Py_TYPE(x)->tp_as_number; -#if PY_MAJOR_VERSION < 3 - if (m && m->nb_int) { - name = "int"; - res = PyNumber_Int(x); - } - else if (m && m->nb_long) { - name = "long"; - res = PyNumber_Long(x); - } -#else - if (m && m->nb_int) { - name = "int"; - res = PyNumber_Long(x); - } -#endif - if (res) { -#if PY_MAJOR_VERSION < 3 - if (!PyInt_Check(res) && !PyLong_Check(res)) { -#else - if (!PyLong_Check(res)) { -#endif - PyErr_Format(PyExc_TypeError, - "__%s__ returned non-%s (type %.200s)", - name, name, Py_TYPE(res)->tp_name); - Py_DECREF(res); - return NULL; - } - } - else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_TypeError, - "an integer is required"); - } - return res; -} -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { - Py_ssize_t ival; - PyObject* x = PyNumber_Index(b); - if (!x) return -1; - ival = PyInt_AsSsize_t(x); - Py_DECREF(x); - return ival; -} -static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { -#if PY_VERSION_HEX < 0x02050000 - if (ival <= LONG_MAX) - return PyInt_FromLong((long)ival); - else { - unsigned char *bytes = (unsigned char *) &ival; - int one = 1; int little = (int)*(unsigned char*)&one; - return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); - } -#else - return PyInt_FromSize_t(ival); -#endif -} -static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { - unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); - if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { - if ((val != (unsigned PY_LONG_LONG)-1) || !PyErr_Occurred()) - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to size_t"); - return (size_t)-1; - } - return (size_t)val; -} - - -#endif /* Py_PYTHON_H */ diff --git a/python/src/sa/_sa.pxd b/python/src/sa/_sa.pxd deleted file mode 100644 index f1cd8e29..00000000 --- a/python/src/sa/_sa.pxd +++ /dev/null @@ -1,45 +0,0 @@ -from libc.stdio cimport FILE - -cdef class FloatList: - cdef int size - cdef int increment - cdef int len - cdef float* arr - cdef void set(self, int i, float v) - cdef void write_handle(self, FILE* f) - cdef void read_handle(self, FILE* f) - -cdef class IntList: - cdef int size - cdef int increment - cdef int len - cdef int* arr - cdef void set(self, int i, int val) - cdef void _append(self, int val) - cdef void _extend(self, IntList other) - cdef void _extend_arr(self, int* other, int other_len) - cdef void _clear(self) - cdef void write_handle(self, FILE* f) - cdef void read_handle(self, FILE* f) - -cdef class FeatureVector: - cdef IntList names - cdef FloatList values - -cdef class Phrase: - cdef int *syms - cdef int n, *varpos, n_vars - cdef public int chunkpos(self, int k) - cdef public int chunklen(self, int k) - -cdef class Rule: - cdef int lhs - cdef readonly Phrase f, e - cdef FeatureVector scores - cdef int n_scores - cdef word_alignments - -cdef char* sym_tostring(int sym) -cdef char* sym_tocat(int sym) -cdef int sym_isvar(int sym) -cdef int sym_getindex(int sym) diff --git a/python/src/sa/_sa.pyx b/python/src/sa/_sa.pyx deleted file mode 100644 index 4716d174..00000000 --- a/python/src/sa/_sa.pyx +++ /dev/null @@ -1,30 +0,0 @@ -import logging -import resource -import gzip - -def monitor_cpu(): - return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ - resource.getrusage(resource.RUSAGE_SELF).ru_stime) - -def gzip_or_text(char* filename): - if filename.endswith('.gz'): - return gzip.GzipFile(filename) - else: - return open(filename) - -logger = logging.getLogger('cdec.sa') - -include "float_list.pxi" -include "int_list.pxi" -include "str_map.pxi" -include "data_array.pxi" -include "alignment.pxi" -include "bilex.pxi" -include "veb.pxi" -include "lcp.pxi" -include "sym.pxi" -include "rule.pxi" -include "precomputation.pxi" -include "suffix_array.pxi" -include "rulefactory.pxi" -include "features.pxi" diff --git a/python/src/sa/alignment.pxi b/python/src/sa/alignment.pxi deleted file mode 100644 index f66f0fbf..00000000 --- a/python/src/sa/alignment.pxi +++ /dev/null @@ -1,107 +0,0 @@ -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free - -# Note: Callison-Burch uses short instead of int. -# We have the space for our corpus, so this is not a problem; -# May need to revisit if things get really tight, though. - -cdef int ALIGNMENT_CODE = 1 << 16 - -cdef class Alignment: - cdef IntList links - cdef IntList sent_index - - cdef int link(self, int i, int j): - """Integerizes an alignment link pair""" - return i * ALIGNMENT_CODE + j - - def unlink(self, link): - """De-integerizes an alignment link pair""" - return (link / ALIGNMENT_CODE, link % ALIGNMENT_CODE) - - cdef _unlink(self, int link, int* f, int* e): - f[0] = link / ALIGNMENT_CODE - e[0] = link % ALIGNMENT_CODE - - def get_sent_links(self, int sent_id): - cdef IntList sent_links - cdef int* arr - cdef int arr_len - sent_links = IntList() - arr = self._get_sent_links(sent_id, &arr_len) - sent_links._extend_arr(arr, arr_len*2) - free(arr) - return sent_links - - cdef int* _get_sent_links(self, int sent_id, int* num_links): - cdef int* sent_links - cdef int i, start, end - start = self.sent_index.arr[sent_id] - end = self.sent_index.arr[sent_id+1] - num_links[0] = end - start - sent_links = malloc(2*num_links[0]*sizeof(int)) - for i from 0 <= i < num_links[0]: - self._unlink(self.links.arr[start + i], sent_links + (2*i), sent_links + (2*i) + 1) - return sent_links - - def __cinit__(self, from_binary=None, from_text=None): - self.links = IntList(1000,1000) - self.sent_index = IntList(1000,1000) - if from_binary: - self.read_binary(from_binary) - elif from_text: - self.read_text(from_text) - - def read_text(self, char* filename): - with gzip_or_text(filename) as f: - for line in f: - self.sent_index.append(len(self.links)) - pairs = line.split() - for pair in pairs: - (i, j) = map(int, pair.split('-')) - self.links.append(self.link(i, j)) - self.sent_index.append(len(self.links)) - - def read_binary(self, char* filename): - cdef FILE* f - f = fopen(filename, "r") - self.links.read_handle(f) - self.sent_index.read_handle(f) - fclose(f) - - def write_text(self, char* filename): - with open(filename, "w") as f: - sent_num = 0 - for i, link in enumerate(self.links): - while i >= self.sent_index[sent_num]: - f.write("\n") - sent_num = sent_num + 1 - f.write("%d-%d " % self.unlink(link)) - f.write("\n") - - def write_binary(self, char* filename): - cdef FILE* f - f = fopen(filename, "w") - self.links.write_handle(f) - self.sent_index.write_handle(f) - fclose(f) - - def write_enhanced(self, char* filename): - with open(filename, "w") as f: - sent_num = 1 - for link in self.links: - f.write("%d " % link) - f.write("\n") - for i in self.sent_index: - f.write("%d " % i) - f.write("\n") - - def alignment(self, i): - """Return all (e,f) pairs for sentence i""" - cdef int j, start, end - result = [] - start = self.sent_index.arr[i] - end = self.sent_index.arr[i+1] - for j from start <= j < end: - result.append(self.unlink(self.links.arr[j])) - return result diff --git a/python/src/sa/bilex.pxi b/python/src/sa/bilex.pxi deleted file mode 100644 index 44bc0ce6..00000000 --- a/python/src/sa/bilex.pxi +++ /dev/null @@ -1,413 +0,0 @@ -# defines bilexical dictionaries in C, with some convenience methods -# for reading arrays directly as globs directly from disk. -# Adam Lopez - -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, strcpy - -cdef struct _node: - _node* smaller - _node* bigger - int key - int val - -cdef _node* new_node(int key): - cdef _node* n - n = <_node*> malloc(sizeof(_node)) - n.smaller = NULL - n.bigger = NULL - n.key = key - n.val = 0 - return n - - -cdef del_node(_node* n): - if n.smaller != NULL: - del_node(n.smaller) - if n.bigger != NULL: - del_node(n.bigger) - free(n) - -cdef int* get_val(_node* n, int key): - if key == n.key: - return &n.val - elif key < n.key: - if n.smaller == NULL: - n.smaller = new_node(key) - return &(n.smaller.val) - return get_val(n.smaller, key) - else: - if n.bigger == NULL: - n.bigger = new_node(key) - return &(n.bigger.val) - return get_val(n.bigger, key) - - -cdef class BiLex: - cdef FloatList col1 - cdef FloatList col2 - cdef IntList f_index - cdef IntList e_index - cdef id2eword, id2fword, eword2id, fword2id - - def __cinit__(self, from_text=None, from_data=False, from_binary=None, - earray=None, fsarray=None, alignment=None): - self.id2eword = [] - self.id2fword = [] - self.eword2id = {} - self.fword2id = {} - self.e_index = IntList() - self.f_index = IntList() - self.col1 = FloatList() - self.col2 = FloatList() - if from_binary: - self.read_binary(from_binary) - elif from_data: - self.compute_from_data(fsarray, earray, alignment) - else: - self.read_text(from_text) - - - cdef compute_from_data(self, SuffixArray fsa, DataArray eda, Alignment aa): - cdef int sent_id, num_links, l, i, j, f_i, e_j, I, J, V_E, V_F, num_pairs - cdef int *fsent, *esent, *alignment, *links, *ealigned, *faligned - cdef _node** dict - cdef int *fmargin, *emargin, *count - cdef int null_word - - null_word = 0 - for word in fsa.darray.id2word: # I miss list comprehensions - self.id2fword.append(word) - self.id2fword[null_word] = "NULL" - for id, word in enumerate(self.id2fword): - self.fword2id[word] = id - - for word in eda.id2word: - self.id2eword.append(word) - self.id2eword[null_word] = "NULL" - for id, word in enumerate(self.id2eword): - self.eword2id[word] = id - - num_pairs = 0 - - V_E = len(eda.id2word) - V_F = len(fsa.darray.id2word) - fmargin = malloc(V_F*sizeof(int)) - emargin = malloc(V_E*sizeof(int)) - memset(fmargin, 0, V_F*sizeof(int)) - memset(emargin, 0, V_E*sizeof(int)) - - dict = <_node**> malloc(V_F*sizeof(_node*)) - memset(dict, 0, V_F*sizeof(_node*)) - - num_sents = len(fsa.darray.sent_index) - for sent_id from 0 <= sent_id < num_sents-1: - - fsent = fsa.darray.data.arr + fsa.darray.sent_index.arr[sent_id] - I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1 - faligned = malloc(I*sizeof(int)) - memset(faligned, 0, I*sizeof(int)) - - esent = eda.data.arr + eda.sent_index.arr[sent_id] - J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1 - ealigned = malloc(J*sizeof(int)) - memset(ealigned, 0, J*sizeof(int)) - - links = aa._get_sent_links(sent_id, &num_links) - - for l from 0 <= l < num_links: - i = links[l*2] - j = links[l*2+1] - if i >= I or j >= J: - raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) - f_i = fsent[i] - e_j = esent[j] - fmargin[f_i] = fmargin[f_i]+1 - emargin[e_j] = emargin[e_j]+1 - if dict[f_i] == NULL: - dict[f_i] = new_node(e_j) - dict[f_i].val = 1 - num_pairs = num_pairs + 1 - else: - count = get_val(dict[f_i], e_j) - if count[0] == 0: - num_pairs = num_pairs + 1 - count[0] = count[0] + 1 - # add count - faligned[i] = 1 - ealigned[j] = 1 - for i from 0 <= i < I: - if faligned[i] == 0: - f_i = fsent[i] - fmargin[f_i] = fmargin[f_i] + 1 - emargin[null_word] = emargin[null_word] + 1 - if dict[f_i] == NULL: - dict[f_i] = new_node(null_word) - dict[f_i].val = 1 - num_pairs = num_pairs + 1 - else: - count = get_val(dict[f_i], null_word) - if count[0] == 0: - num_pairs = num_pairs + 1 - count[0] = count[0] + 1 - for j from 0 <= j < J: - if ealigned[j] == 0: - e_j = esent[j] - fmargin[null_word] = fmargin[null_word] + 1 - emargin[e_j] = emargin[e_j] + 1 - if dict[null_word] == NULL: - dict[null_word] = new_node(e_j) - dict[null_word].val = 1 - num_pairs = num_pairs + 1 - else: - count = get_val(dict[null_word], e_j) - if count[0] == 0: - num_pairs = num_pairs + 1 - count[0] = count[0] + 1 - free(links) - free(faligned) - free(ealigned) - self.f_index = IntList(initial_len=V_F) - self.e_index = IntList(initial_len=num_pairs) - self.col1 = FloatList(initial_len=num_pairs) - self.col2 = FloatList(initial_len=num_pairs) - - num_pairs = 0 - for i from 0 <= i < V_F: - #self.f_index[i] = num_pairs - self.f_index.set(i, num_pairs) - if dict[i] != NULL: - self._add_node(dict[i], &num_pairs, float(fmargin[i]), emargin) - del_node(dict[i]) - free(fmargin) - free(emargin) - free(dict) - return - - - cdef _add_node(self, _node* n, int* num_pairs, float fmargin, int* emargin): - cdef int loc - if n.smaller != NULL: - self._add_node(n.smaller, num_pairs, fmargin, emargin) - loc = num_pairs[0] - self.e_index.set(loc, n.key) - self.col1.set(loc, float(n.val)/fmargin) - self.col2.set(loc, float(n.val)/float(emargin[n.key])) - num_pairs[0] = loc + 1 - if n.bigger != NULL: - self._add_node(n.bigger, num_pairs, fmargin, emargin) - - - def write_binary(self, char* filename): - cdef FILE* f - f = fopen(filename, "w") - self.f_index.write_handle(f) - self.e_index.write_handle(f) - self.col1.write_handle(f) - self.col2.write_handle(f) - self.write_wordlist(self.id2fword, f) - self.write_wordlist(self.id2eword, f) - fclose(f) - - - cdef write_wordlist(self, wordlist, FILE* f): - cdef int word_len - cdef int num_words - - num_words = len(wordlist) - fwrite(&(num_words), sizeof(int), 1, f) - for word in wordlist: - word_len = len(word) + 1 - fwrite(&(word_len), sizeof(int), 1, f) - fwrite(word, sizeof(char), word_len, f) - - - cdef read_wordlist(self, word2id, id2word, FILE* f): - cdef int num_words - cdef int word_len - cdef char* word - - fread(&(num_words), sizeof(int), 1, f) - for i from 0 <= i < num_words: - fread(&(word_len), sizeof(int), 1, f) - word = malloc (word_len * sizeof(char)) - fread(word, sizeof(char), word_len, f) - word2id[word] = len(id2word) - id2word.append(word) - free(word) - - def read_binary(self, char* filename): - cdef FILE* f - f = fopen(filename, "r") - self.f_index.read_handle(f) - self.e_index.read_handle(f) - self.col1.read_handle(f) - self.col2.read_handle(f) - self.read_wordlist(self.fword2id, self.id2fword, f) - self.read_wordlist(self.eword2id, self.id2eword, f) - fclose(f) - - - def get_e_id(self, eword): - if eword not in self.eword2id: - e_id = len(self.id2eword) - self.id2eword.append(eword) - self.eword2id[eword] = e_id - return self.eword2id[eword] - - - def get_f_id(self, fword): - if fword not in self.fword2id: - f_id = len(self.id2fword) - self.id2fword.append(fword) - self.fword2id[fword] = f_id - return self.fword2id[fword] - - - def read_text(self, char* filename): - cdef i, j, w, e_id, f_id, n_f, n_e, N - cdef IntList fcount - - fcount = IntList() - with gzip_or_text(filename) as f: - # first loop merely establishes size of array objects - for line in f: - (fword, eword, score1, score2) = line.split() - f_id = self.get_f_id(fword) - e_id = self.get_e_id(eword) - while f_id >= len(fcount): - fcount.append(0) - fcount.arr[f_id] = fcount.arr[f_id] + 1 - - # Allocate space for dictionary in arrays - N = 0 - n_f = len(fcount) - self.f_index = IntList(initial_len=n_f+1) - for i from 0 <= i < n_f: - self.f_index.arr[i] = N - N = N + fcount.arr[i] - fcount.arr[i] = 0 - self.f_index.arr[n_f] = N - self.e_index = IntList(initial_len=N) - self.col1 = FloatList(initial_len=N) - self.col2 = FloatList(initial_len=N) - - # Re-read file, placing words into buckets - f.seek(0) - for line in f: - (fword, eword, score1, score2) = line.split() - f_id = self.get_f_id(fword) - e_id = self.get_e_id(eword) - index = self.f_index.arr[f_id] + fcount.arr[f_id] - fcount.arr[f_id] = fcount.arr[f_id] + 1 - self.e_index.arr[index] = int(e_id) - self.col1[index] = float(score1) - self.col2[index] = float(score2) - - # Sort buckets by eword - for b from 0 <= b < n_f: - i = self.f_index.arr[b] - j = self.f_index.arr[b+1] - self.qsort(i,j, "") - - - cdef swap(self, int i, int j): - cdef int itmp - cdef float ftmp - - if i == j: - return - - itmp = self.e_index.arr[i] - self.e_index.arr[i] = self.e_index.arr[j] - self.e_index.arr[j] = itmp - - ftmp = self.col1.arr[i] - self.col1.arr[i] = self.col1.arr[j] - self.col1.arr[j] = ftmp - - ftmp = self.col2.arr[i] - self.col2.arr[i] = self.col2.arr[j] - self.col2.arr[j] = ftmp - - - cdef qsort(self, int i, int j, pad): - cdef int pval, p - - if i > j: - raise Exception("Sort error in CLex") - if i == j: #empty interval - return - if i == j-1: # singleton interval - return - - p = (i+j)/2 - pval = self.e_index.arr[p] - self.swap(i, p) - p = i - for k from i+1 <= k < j: - if pval >= self.e_index.arr[k]: - self.swap(p+1, k) - self.swap(p, p+1) - p = p + 1 - self.qsort(i,p, pad+" ") - self.qsort(p+1,j, pad+" ") - - - def write_enhanced(self, char* filename): - with open(filename, "w") as f: - for i in self.f_index: - f.write("%d " % i) - f.write("\n") - for i, s1, s2 in zip(self.e_index, self.col1, self.col2): - f.write("%d %f %f " % (i, s1, s2)) - f.write("\n") - for i, w in enumerate(self.id2fword): - f.write("%d %s " % (i, w)) - f.write("\n") - for i, w in enumerate(self.id2eword): - f.write("%d %s " % (i, w)) - f.write("\n") - - - def get_score(self, fword, eword, col): - cdef e_id, f_id, low, high, midpoint, val - - if eword not in self.eword2id: - return None - if fword not in self.fword2id: - return None - f_id = self.fword2id[fword] - e_id = self.eword2id[eword] - low = self.f_index.arr[f_id] - high = self.f_index.arr[f_id+1] - while high - low > 0: - midpoint = (low+high)/2 - val = self.e_index.arr[midpoint] - if val == e_id: - if col == 0: - return self.col1.arr[midpoint] - if col == 1: - return self.col2.arr[midpoint] - if val > e_id: - high = midpoint - if val < e_id: - low = midpoint + 1 - return None - - - def write_text(self, char* filename): - """Note: does not guarantee writing the dictionary in the original order""" - cdef i, N, e_id, f_id - - with open(filename, "w") as f: - N = len(self.e_index) - f_id = 0 - for i from 0 <= i < N: - while self.f_index.arr[f_id+1] == i: - f_id = f_id + 1 - e_id = self.e_index.arr[i] - score1 = self.col1.arr[i] - score2 = self.col2.arr[i] - f.write("%s %s %.6f %.6f\n" % (self.id2fword[f_id], self.id2eword[e_id], score1, score2)) diff --git a/python/src/sa/data_array.pxi b/python/src/sa/data_array.pxi deleted file mode 100644 index 2a8ea921..00000000 --- a/python/src/sa/data_array.pxi +++ /dev/null @@ -1,157 +0,0 @@ -# Defines "data arrays" that can be directly written to/read from disk in binary format -# In particular, the array itself is written/read directly as a glob of binary data -# Adam Lopez - -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, strcpy - -cdef class DataArray: - cdef public word2id - cdef public id2word - cdef public IntList data - cdef public IntList sent_id - cdef public IntList sent_index - cdef bint use_sent_id - - def __cinit__(self, from_binary=None, from_text=None, side=None, bint use_sent_id=False): - self.word2id = {"END_OF_FILE":0, "END_OF_LINE":1} - self.id2word = ["END_OF_FILE", "END_OF_LINE"] - self.data = IntList(1000,1000) - self.sent_id = IntList(1000,1000) - self.sent_index = IntList(1000,1000) - self.use_sent_id = use_sent_id - if from_binary: - self.read_binary(from_binary) - elif from_text: - if side: - self.read_bitext(from_text, (0 if side == 'source' else 1)) - else: - self.read_text(from_text) - - def __len__(self): - return len(self.data) - - def get_sentence_id(self, i): - return self.sent_id.arr[i] - - def get_sentence(self, i): - cdef int j, start, stop - sent = [] - start = self.sent_index.arr[i] - stop = self.sent_index.arr[i+1] - for i from start <= i < stop: - sent.append(self.id2word[self.data.arr[i]]) - return sent - - def get_id(self, word): - if not word in self.word2id: - self.word2id[word] = len(self.id2word) - self.id2word.append(word) - return self.word2id[word] - - def __getitem__(self, loc): - return self.id2word[self.data.arr[loc]] - - def get_sentence_bounds(self, loc): - cdef int sid = self.sent_id.arr[loc] - return (self.sent_index.arr[sid], self.sent_index.arr[sid+1]) - - def write_text(self, char* filename): - with open(filename, "w") as f: - for w_id in self.data: - if w_id > 1: - f.write("%s " % self.get_word(w_id)) - if w_id == 1: - f.write("\n") - - def read_text(self, char* filename): - with gzip_or_text(filename) as fp: - self.read_text_data(fp) - - def read_bitext(self, char* filename, int side): - with gzip_or_text(filename) as fp: - data = (line.split(' ||| ')[side] for line in fp) - self.read_text_data(data) - - def read_text_data(self, data): - cdef int word_count = 0 - for line_num, line in enumerate(data): - self.sent_index.append(word_count) - for word in line.split(): - self.data.append(self.get_id(word)) - if self.use_sent_id: - self.sent_id.append(line_num) - word_count = word_count + 1 - self.data.append(1) - if self.use_sent_id: - self.sent_id.append(line_num) - word_count = word_count + 1 - self.data.append(0) - self.sent_index.append(word_count) - - - def read_binary(self, char* filename): - cdef FILE* f - f = fopen(filename, "r") - self.read_handle(f) - fclose(f) - - cdef void read_handle(self, FILE* f): - cdef int num_words, word_len - cdef unsigned i - cdef char* word - - self.data.read_handle(f) - self.sent_index.read_handle(f) - self.sent_id.read_handle(f) - fread(&(num_words), sizeof(int), 1, f) - for i in range(num_words): - fread(&(word_len), sizeof(int), 1, f) - word = malloc (word_len * sizeof(char)) - fread(word, sizeof(char), word_len, f) - self.word2id[word] = len(self.id2word) - self.id2word.append(word) - free(word) - if len(self.sent_id) == 0: - self.use_sent_id = False - else: - self.use_sent_id = True - - cdef void write_handle(self, FILE* f): - cdef int word_len - cdef int num_words - - self.data.write_handle(f) - self.sent_index.write_handle(f) - self.sent_id.write_handle(f) - num_words = len(self.id2word) - 2 - fwrite(&(num_words), sizeof(int), 1, f) - for word in self.id2word[2:]: - word_len = len(word) + 1 - fwrite(&(word_len), sizeof(int), 1, f) - fwrite(word, sizeof(char), word_len, f) - - def write_binary(self, char* filename): - cdef FILE* f - f = fopen(filename, "w") - self.write_handle(f) - fclose(f) - - def write_enhanced_handle(self, f): - for i in self.data: - f.write("%d " %i) - f.write("\n") - for i in self.sent_index: - f.write("%d " %i) - f.write("\n") - for i in self.sent_id: - f.write("%d " %i) - f.write("\n") - for word in self.id2word: - f.write("%s %d " % (word, self.word2id[word])) - f.write("\n") - - def write_enhanced(self, char* filename): - with open(filename, "w") as f: - self.write_enhanced_handle(self, f) diff --git a/python/src/sa/features.pxi b/python/src/sa/features.pxi deleted file mode 100644 index 9b9ecf3c..00000000 --- a/python/src/sa/features.pxi +++ /dev/null @@ -1,33 +0,0 @@ -cdef StringMap FD = StringMap() # Feature name dictionary - -INITIAL_CAPACITY = 7 # default number of features -INCREMENT = INITIAL_CAPACITY # double size - -cdef class FeatureVector: - def __cinit__(self): - self.names = IntList(INITIAL_CAPACITY, INCREMENT) - self.values = FloatList(INITIAL_CAPACITY, INCREMENT) - - def set(self, unsigned name, float value): - self.names.append(name) - self.values.append(value) - - def __iter__(self): - cdef unsigned i - for i in range(self.names.len): - yield (FD.word(self.names[i]), self.values[i]) - - def __str__(self): - return ' '.join('%s=%s' % feat for feat in self) - -cdef class Scorer: - cdef models - def __init__(self, *models): - names = [FD.index(model.__name__) for model in models] - self.models = zip(names, models) - - cdef FeatureVector score(self, ctx): - cdef FeatureVector scores = FeatureVector() - for name, model in self.models: - scores.set(name, model(ctx)) - return scores diff --git a/python/src/sa/float_list.pxi b/python/src/sa/float_list.pxi deleted file mode 100644 index b98e444f..00000000 --- a/python/src/sa/float_list.pxi +++ /dev/null @@ -1,73 +0,0 @@ -# defines int arrays in C, with some convenience methods -# for reading arrays directly as globs directly from disk. -# Adam Lopez - -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, strcpy, strlen - -cdef class FloatList: - - def __cinit__(self, int size=0, int increment=1, int initial_len=0): - if initial_len > size: - size = initial_len - self.size = size - self.increment = increment - self.len = initial_len - self.arr = malloc(size*sizeof(float)) - memset(self.arr, 0, initial_len*sizeof(float)) - - def __dealloc__(self): - free(self.arr) - - def __getitem__(self, i): - j = i - if i<0: - j = self.len + i - if j<0 or j>=self.len: - raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len)) - return self.arr[j] - - cdef void set(self, int i, float v): - j = i - if i<0: - j = self.len + i - if j<0 or j>=self.len: - raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len)) - self.arr[j] = v - - def __setitem__(self, i, val): - self.set(i, val) - - def __len__(self): - return self.len - - def append(self, float val): - if self.len == self.size: - self.size = self.size + self.increment - self.arr = realloc(self.arr, self.size*sizeof(float)) - self.arr[self.len] = val - self.len = self.len + 1 - - cdef void write_handle(self, FILE* f): - fwrite(&(self.len), sizeof(float), 1, f) - fwrite(self.arr, sizeof(float), self.len, f) - - def write(self, char* filename): - cdef FILE* f - f = fopen(filename, "w") - self.write_handle(f) - fclose(f) - - cdef void read_handle(self, FILE* f): - free(self.arr) - fread(&(self.len), sizeof(float), 1, f) - self.arr = malloc(self.len * sizeof(float)) - self.size = self.len - fread(self.arr, sizeof(float), self.len, f) - - def read(self, char* filename): - cdef FILE* f - f = fopen(filename, "r") - self.read_handle(f) - fclose(f) diff --git a/python/src/sa/int_list.pxi b/python/src/sa/int_list.pxi deleted file mode 100644 index 46d434e7..00000000 --- a/python/src/sa/int_list.pxi +++ /dev/null @@ -1,178 +0,0 @@ -# defines int arrays in C, with some convenience methods -# for reading arrays as globs directly from disk. -# Adam Lopez - -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, memcpy - -cdef class IntList: - - def __cinit__(self, int size=0, int increment=1, int initial_len=0): - if initial_len > size: - size = initial_len - self.size = size - self.increment = increment - self.len = initial_len - self.arr = malloc(size*sizeof(int)) - memset(self.arr, 0, initial_len*sizeof(int)) - - def __str__(self): - cdef unsigned i - ret = "IntList[" - for idx in range(self.size): - if idx>0: - ret += "," - ret += str(self.arr[idx]) - ret += "]" - ret += "len=" - ret += str(self.len) - return ret - - def index(self, int val): - cdef unsigned i - for i in range(self.len): - if self.arr[i] == val: - return i - raise ValueError('%s not in IntList' % val) - - def partition(self,start,end): - pivot = self.arr[end] - bottom = start-1 - top = end - done = 0 - while not done: - while not done: - bottom += 1 - if bottom == top: - done = 1 - break - if self.arr[bottom] > pivot: - self.arr[top] = self.arr[bottom] - break - while not done: - top -= 1 - if top == bottom: - done = 1 - break - if self.arr[top] < pivot: - self.arr[bottom] = self.arr[top] - break - self.arr[top] = pivot - return top - - def _doquicksort(self,start,end): - if start < end: - split = self.partition(start,end) - self._doquicksort(start,split-1) - self._doquicksort(split+1,end) - else: - return - - def sort(self): - self._doquicksort(0,self.len-1) - - def reset(self): - self.len = 0 - - def __dealloc__(self): - free(self.arr) - - def __iter__(self): - cdef int i - for i in range(self.len): - yield self.arr[i] - - def __getitem__(self, index): - cdef int i, j, k - if isinstance(index, int): - j = index - if j < 0: - j = self.len + j - if j<0 or j>=self.len: - raise IndexError("Requested index %d of %d-length IntList" % (index, self.len)) - return self.arr[j] - elif isinstance(index, slice): - i = index.start - j = index.stop - if i < 0: - i = self.len + i - if j < 0: - j = self.len + j - if i < 0 or i >= self.len or j < 0 or j > self.len: - raise IndexError("Requested index %d:%d of %d-length IntList" % (index.start, index.stop, self.len)) - result = () - for k from i <= k < j: - result = result + (self.arr[k],) - return result - else: - raise TypeError("Illegal key type %s for IntList" % type(index)) - - cdef void set(self, int i, int val): - j = i - if i<0: - j = self.len + i - if j<0 or j>=self.len: - raise IndexError("Requested index %d of %d-length IntList" % (i, self.len)) - self.arr[j] = val - - def __setitem__(self, i, val): - self.set(i, val) - - def __len__(self): - return self.len - - def get_size(self): - return self.size - - def append(self, int val): - self._append(val) - - cdef void _append(self, int val): - if self.len == self.size: - self.size = self.size + self.increment - self.arr = realloc(self.arr, self.size*sizeof(int)) - self.arr[self.len] = val - self.len = self.len + 1 - - def extend(self, other): - self._extend(other) - - cdef void _extend(self, IntList other): - self._extend_arr(other.arr, other.len) - - cdef void _extend_arr(self, int* other, int other_len): - if self.size < self.len + other_len: - self.size = self.len + other_len - self.arr = realloc(self.arr, self.size*sizeof(int)) - memcpy(self.arr+self.len, other, other_len*sizeof(int)) - self.len = self.len + other_len - - cdef void _clear(self): - free(self.arr) - self.len = 0 - self.size = 0 - self.arr = malloc(0) - - cdef void write_handle(self, FILE* f): - fwrite(&(self.len), sizeof(int), 1, f) - fwrite(self.arr, sizeof(int), self.len, f) - - def write(self, char* filename): - cdef FILE* f - f = fopen(filename, "w") - self.write_handle(f) - fclose(f) - - cdef void read_handle(self, FILE* f): - (self.arr) - fread(&(self.len), sizeof(int), 1, f) - self.arr = malloc(self.len * sizeof(int)) - self.size = self.len - fread(self.arr, sizeof(int), self.len, f) - - def read(self, char* filename): - cdef FILE* f - f = fopen(filename, "r") - self.read_handle(f) - fclose(f) diff --git a/python/src/sa/lcp.pxi b/python/src/sa/lcp.pxi deleted file mode 100644 index 8e86e611..00000000 --- a/python/src/sa/lcp.pxi +++ /dev/null @@ -1,89 +0,0 @@ -"""Compute LCP array for a suffix array using the Kasai et al. algorithm -Can also be used to compute statistics such -as k most frequent n-grams""" - -cdef class LCP: - cdef SuffixArray sa - cdef IntList lcp - - def __cinit__(self, SuffixArray sa): - cdef int i, k, j, h, n - cdef IntList rank - - logger.info("Constructing LCP array") - self.sa = sa - n = self.sa.sa.len - self.lcp = IntList(initial_len=n) - - rank = IntList(initial_len=n) - for i from 0 <= i < n: - rank.arr[sa.sa.arr[i]] = i - - h = 0 - for i from 0 <= i < n: - k = rank.arr[i] - if k == 0: - self.lcp.arr[k] = -1 - else: - j = sa.sa.arr[k-1] - while i+h < n and j+h < n and sa.darray.data.arr[i+h] == sa.darray.data.arr[j+h]: - h = h+1 - self.lcp.arr[k] = h - if h > 0: - h = h-1 - logger.info("LCP array completed") - - def compute_stats(self, int max_n): - """Note: the output of this function is not exact. In - particular, the frequency associated with each word is - not guaranteed to be correct. This is due to a bit of - laxness in the design; the function is intended only to - obtain a list of the most frequent words; for this - purpose it is perfectly fine""" - cdef int i, ii, iii, j, k, h, n, N, rs, freq, valid - cdef IntList run_start - cdef IntList ngram_start - cdef VEB veb - - N = self.sa.sa.len - - ngram_starts = [] - for n from 0 <= n < max_n: - ngram_starts.append(IntList(initial_len=N)) - - run_start = IntList(initial_len=max_n) - veb = VEB(N) - - for i from 0 <= i < N: - h = self.lcp.arr[i] - if h < 0: - h = 0 - for n from h <= n < max_n: - rs = run_start.arr[n] - run_start.arr[n] = i - freq = i - rs - if freq > 1000: # arbitrary, but see note below - veb._insert(freq) - ngram_start = ngram_starts[n] - while ngram_start.arr[freq] > 0: - freq = freq + 1 # cheating a bit, should be ok for sparse histogram - ngram_start.arr[freq] = rs - i = veb.veb.min_val - while i != -1: - ii = veb._findsucc(i) - for n from 0 <= n < max_n: - ngram_start = ngram_starts[n] - iii = i - rs = ngram_start.arr[iii] - while (ii==-1 or iii < ii) and rs != 0: - j = self.sa.sa.arr[rs] - valid = 1 - for k from 0 <= k < n+1: - if self.sa.darray.data.arr[j+k] < 2: - valid = 0 - if valid: - ngram = tuple([self.sa.darray.data.arr[j+k] for k in range(n+1)]) - yield i, n+1, ngram - iii = iii + 1 - rs = ngram_start.arr[iii] - i = ii diff --git a/python/src/sa/precomputation.pxi b/python/src/sa/precomputation.pxi deleted file mode 100644 index a3527f47..00000000 --- a/python/src/sa/precomputation.pxi +++ /dev/null @@ -1,454 +0,0 @@ -# precomputes a set of collocations by advancing over the text. -# warning: nasty C code - -from libc.stdio cimport FILE, fopen, fread, fwrite, fclose -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, memcpy - -cdef struct _Trie_Node # forward decl - -cdef struct _Trie_Edge: - int val - _Trie_Node* node - _Trie_Edge* bigger - _Trie_Edge* smaller - -cdef struct _Trie_Node: - _Trie_Edge* root - int* arr - int arr_len - -cdef _Trie_Node* new_trie_node(): - cdef _Trie_Node* node - node = <_Trie_Node*> malloc(sizeof(_Trie_Node)) - node.root = NULL - node.arr_len = 0 - node.arr = malloc(sizeof(0*sizeof(int))) - return node - -cdef _Trie_Edge* new_trie_edge(int val): - cdef _Trie_Edge* edge - edge = <_Trie_Edge*> malloc(sizeof(_Trie_Edge)) - edge.node = new_trie_node() - edge.bigger = NULL - edge.smaller = NULL - edge.val = val - return edge - -cdef free_trie_node(_Trie_Node* node): - if node != NULL: - free_trie_edge(node.root) - free(node.arr) - -cdef free_trie_edge(_Trie_Edge* edge): - if edge != NULL: - free_trie_node(edge.node) - free_trie_edge(edge.bigger) - free_trie_edge(edge.smaller) - -cdef _Trie_Node* trie_find(_Trie_Node* node, int val): - cdef _Trie_Edge* cur - cur = node.root - while cur != NULL and cur.val != val: - if val > cur.val: - cur = cur.bigger - elif val < cur.val: - cur = cur.smaller - if cur == NULL: - return NULL - else: - return cur.node - -cdef trie_node_data_append(_Trie_Node* node, int val): - cdef int new_len - new_len = node.arr_len + 1 - node.arr = realloc(node.arr, new_len*sizeof(int)) - node.arr[node.arr_len] = val - node.arr_len = new_len - -cdef trie_node_data_extend(_Trie_Node* node, int* vals, int num_vals): - cdef int new_len - new_len = node.arr_len + num_vals - node.arr = realloc(node.arr, new_len*sizeof(int)) - memcpy(node.arr + node.arr_len, vals, num_vals*sizeof(int)) - node.arr_len = new_len - - -cdef _Trie_Node* trie_insert(_Trie_Node* node, int val): - cdef _Trie_Edge** cur - cur = &node.root - while cur[0] != NULL and cur[0].val != val: - if val > cur[0].val: - cur = &cur[0].bigger - elif val < cur[0].val: - cur = &cur[0].smaller - if cur[0] == NULL: - cur[0] = new_trie_edge(val) - return cur[0].node - -cdef trie_node_to_map(_Trie_Node* node, result, prefix, int include_zeros): - cdef IntList arr - - if include_zeros or node.arr_len > 0: - arr = IntList() - free(arr.arr) - arr.arr = malloc(node.arr_len * sizeof(int)) - memcpy(arr.arr, node.arr, node.arr_len * sizeof(int)) - arr.len = node.arr_len - arr.size = node.arr_len - result[prefix] = arr - trie_edge_to_map(node.root, result, prefix, include_zeros) - -cdef trie_edge_to_map(_Trie_Edge* edge, result, prefix, int include_zeros): - if edge != NULL: - trie_edge_to_map(edge.smaller, result, prefix, include_zeros) - trie_edge_to_map(edge.bigger, result, prefix, include_zeros) - prefix = prefix + (edge.val,) - trie_node_to_map(edge.node, result, prefix, include_zeros) - -cdef class TrieMap: - - cdef _Trie_Node** root - cdef int V - - def __cinit__(self, int alphabet_size): - self.V = alphabet_size - self.root = <_Trie_Node**> malloc(self.V * sizeof(_Trie_Node*)) - memset(self.root, 0, self.V * sizeof(_Trie_Node*)) - - - def __dealloc__(self): - cdef int i - for i from 0 <= i < self.V: - if self.root[i] != NULL: - free_trie_node(self.root[i]) - free(self.root) - - - def insert(self, pattern): - cdef int* p - cdef int i, l - l = len(pattern) - p = malloc(l*sizeof(int)) - for i from 0 <= i < l: - p[i] = pattern[i] - self._insert(p,l) - free(p) - - - cdef _Trie_Node* _insert(self, int* pattern, int pattern_len): - cdef int i - cdef _Trie_Node* node - if self.root[pattern[0]] == NULL: - self.root[pattern[0]] = new_trie_node() - node = self.root[pattern[0]] - for i from 1 <= i < pattern_len: - node = trie_insert(node, pattern[i]) - return node - - def contains(self, pattern): - cdef int* p - cdef int i, l - cdef _Trie_Node* node - l = len(pattern) - p = malloc(l*sizeof(int)) - for i from 0 <= i < l: - p[i] = pattern[i] - node = self._contains(p,l) - free(p) - if node == NULL: - return False - else: - return True - - cdef _Trie_Node* _contains(self, int* pattern, int pattern_len): - cdef int i - cdef _Trie_Node* node - node = self.root[pattern[0]] - i = 1 - while node != NULL and i < pattern_len: - node = trie_find(node, pattern[i]) - i = i+1 - return node - - def toMap(self, flag): - cdef int i, include_zeros - - if flag: - include_zeros=1 - else: - include_zeros=0 - result = {} - for i from 0 <= i < self.V: - if self.root[i] != NULL: - trie_node_to_map(self.root[i], result, (i,), include_zeros) - return result - - -cdef class Precomputation: - cdef int precompute_rank - cdef int precompute_secondary_rank - cdef int max_length - cdef int max_nonterminals - cdef int train_max_initial_size - cdef int train_min_gap_size - cdef precomputed_index - cdef precomputed_collocations - cdef read_map(self, FILE* f) - cdef write_map(self, m, FILE* f) - - def __cinit__(self, fsarray=None, from_stats=None, from_binary=None, - precompute_rank=1000, precompute_secondary_rank=20, - max_length=5, max_nonterminals=2, - train_max_initial_size=10, train_min_gap_size=2): - self.precompute_rank = precompute_rank - self.precompute_secondary_rank = precompute_secondary_rank - self.max_length = max_length - self.max_nonterminals = max_nonterminals - self.train_max_initial_size = train_max_initial_size - self.train_min_gap_size = train_min_gap_size - if from_binary: - self.read_binary(from_binary) - elif from_stats: - self.precompute(from_stats, fsarray) - - - def read_binary(self, char* filename): - cdef FILE* f - f = fopen(filename, "r") - fread(&(self.precompute_rank), sizeof(int), 1, f) - fread(&(self.precompute_secondary_rank), sizeof(int), 1, f) - fread(&(self.max_length), sizeof(int), 1, f) - fread(&(self.max_nonterminals), sizeof(int), 1, f) - fread(&(self.train_max_initial_size), sizeof(int), 1, f) - fread(&(self.train_min_gap_size), sizeof(int), 1, f) - self.precomputed_index = self.read_map(f) - self.precomputed_collocations = self.read_map(f) - fclose(f) - - - def write_binary(self, char* filename): - cdef FILE* f - f = fopen(filename, "w") - fwrite(&(self.precompute_rank), sizeof(int), 1, f) - fwrite(&(self.precompute_secondary_rank), sizeof(int), 1, f) - fwrite(&(self.max_length), sizeof(int), 1, f) - fwrite(&(self.max_nonterminals), sizeof(int), 1, f) - fwrite(&(self.train_max_initial_size), sizeof(int), 1, f) - fwrite(&(self.train_min_gap_size), sizeof(int), 1, f) - self.write_map(self.precomputed_index, f) - self.write_map(self.precomputed_collocations, f) - fclose(f) - - - cdef write_map(self, m, FILE* f): - cdef int i, N - cdef IntList arr - - N = len(m) - fwrite(&(N), sizeof(int), 1, f) - for pattern, val in m.iteritems(): - N = len(pattern) - fwrite(&(N), sizeof(int), 1, f) - for word_id in pattern: - i = word_id - fwrite(&(i), sizeof(int), 1, f) - arr = val - arr.write_handle(f) - - - cdef read_map(self, FILE* f): - cdef int i, j, k, word_id, N - cdef IntList arr - - m = {} - fread(&(N), sizeof(int), 1, f) - for j from 0 <= j < N: - fread(&(i), sizeof(int), 1, f) - key = () - for k from 0 <= k < i: - fread(&(word_id), sizeof(int), 1, f) - key = key + (word_id,) - arr = IntList() - arr.read_handle(f) - m[key] = arr - return m - - - def precompute(self, stats, SuffixArray sarray): - cdef int i, l, N, max_pattern_len, i1, l1, i2, l2, i3, l3, ptr1, ptr2, ptr3, is_super, sent_count, max_rank - cdef DataArray darray = sarray.darray - cdef IntList data, queue, cost_by_rank, count_by_rank - cdef TrieMap frequent_patterns, super_frequent_patterns, collocations - cdef _Trie_Node* node - - data = darray.data - - frequent_patterns = TrieMap(len(darray.id2word)) - super_frequent_patterns = TrieMap(len(darray.id2word)) - collocations = TrieMap(len(darray.id2word)) - - I_set = set() - J_set = set() - J2_set = set() - IJ_set = set() - pattern_rank = {} - - logger.info("Precomputing frequent intersections") - cdef float start_time = monitor_cpu() - - max_pattern_len = 0 - for rank, (_, _, phrase) in enumerate(stats): - if rank >= self.precompute_rank: - break - max_pattern_len = max(max_pattern_len, len(phrase)) - frequent_patterns.insert(phrase) - I_set.add(phrase) - pattern_rank[phrase] = rank - if rank < self.precompute_secondary_rank: - super_frequent_patterns.insert(phrase) - J_set.add(phrase) - - queue = IntList(increment=1000) - - logger.info(" Computing inverted indexes...") - N = len(data) - for i from 0 <= i < N: - sa_word_id = data.arr[i] - if sa_word_id == 1: - queue._append(-1) - else: - for l from 1 <= l <= max_pattern_len: - node = frequent_patterns._contains(data.arr+i, l) - if node == NULL: - break - queue._append(i) - queue._append(l) - trie_node_data_append(node, i) - - logger.info(" Computing collocations...") - N = len(queue) - ptr1 = 0 - sent_count = 0 - while ptr1 < N: # main loop - i1 = queue.arr[ptr1] - if i1 > -1: - l1 = queue.arr[ptr1+1] - ptr2 = ptr1 + 2 - while ptr2 < N: - i2 = queue.arr[ptr2] - if i2 == -1 or i2 - i1 >= self.train_max_initial_size: - break - l2 = queue.arr[ptr2+1] - if (i2 - i1 - l1 >= self.train_min_gap_size and - i2 + l2 - i1 <= self.train_max_initial_size and - l1+l2+1 <= self.max_length): - node = collocations._insert(data.arr+i1, l1) - node = trie_insert(node, -1) - for i from i2 <= i < i2+l2: - node = trie_insert(node, data.arr[i]) - trie_node_data_append(node, i1) - trie_node_data_append(node, i2) - if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: - if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: - is_super = 1 - else: - is_super = 0 - ptr3 = ptr2 + 2 - while ptr3 < N: - i3 = queue.arr[ptr3] - if i3 == -1 or i3 - i1 >= self.train_max_initial_size: - break - l3 = queue.arr[ptr3+1] - if (i3 - i2 - l2 >= self.train_min_gap_size and - i3 + l3 - i1 <= self.train_max_initial_size and - l1+l2+l3+2 <= self.max_length): - if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: - node = collocations._insert(data.arr+i1, l1) - node = trie_insert(node, -1) - for i from i2 <= i < i2+l2: - node = trie_insert(node, data.arr[i]) - node = trie_insert(node, -1) - for i from i3 <= i < i3+l3: - node = trie_insert(node, data.arr[i]) - trie_node_data_append(node, i1) - trie_node_data_append(node, i2) - trie_node_data_append(node, i3) - ptr3 = ptr3 + 2 - ptr2 = ptr2 + 2 - ptr1 = ptr1 + 2 - else: - sent_count = sent_count + 1 - if sent_count % 10000 == 0: - logger.debug(" %d sentences", sent_count) - ptr1 = ptr1 + 1 - - self.precomputed_collocations = collocations.toMap(False) - self.precomputed_index = frequent_patterns.toMap(True) - - x = 0 - for pattern1 in J_set: - for pattern2 in J_set: - if len(pattern1) + len(pattern2) + 1 < self.max_length: - combined_pattern = pattern1 + (-1,) + pattern2 - J2_set.add(combined_pattern) - - for pattern1 in I_set: - for pattern2 in I_set: - x = x+1 - if len(pattern1) + len(pattern2) + 1 <= self.max_length: - combined_pattern = pattern1 + (-1,) + pattern2 - IJ_set.add(combined_pattern) - - for pattern1 in I_set: - for pattern2 in J2_set: - x = x+2 - if len(pattern1) + len(pattern2) + 1<= self.max_length: - combined_pattern = pattern1 + (-1,) + pattern2 - IJ_set.add(combined_pattern) - combined_pattern = pattern2 + (-1,) + pattern1 - IJ_set.add(combined_pattern) - - N = len(pattern_rank) - cost_by_rank = IntList(initial_len=N) - count_by_rank = IntList(initial_len=N) - for pattern, arr in self.precomputed_collocations.iteritems(): - if pattern not in IJ_set: - s = "" - for word_id in pattern: - if word_id == -1: - s = s + "X " - else: - s = s + darray.id2word[word_id] + " " - logger.warn("ERROR: unexpected pattern %s in set of precomputed collocations", s) - else: - chunk = () - max_rank = 0 - arity = 0 - for word_id in pattern: - if word_id == -1: - max_rank = max(max_rank, pattern_rank[chunk]) - arity = arity + 1 - chunk = () - else: - chunk = chunk + (word_id,) - max_rank = max(max_rank, pattern_rank[chunk]) - cost_by_rank.arr[max_rank] = cost_by_rank.arr[max_rank] + (4*len(arr)) - count_by_rank.arr[max_rank] = count_by_rank.arr[max_rank] + (len(arr)/(arity+1)) - - cumul_cost = 0 - cumul_count = 0 - for i from 0 <= i < N: - cumul_cost = cumul_cost + cost_by_rank.arr[i] - cumul_count = cumul_count + count_by_rank.arr[i] - logger.debug("RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d", i, count_by_rank.arr[i], cost_by_rank.arr[i], cumul_count, cumul_cost) - - num_found_patterns = len(self.precomputed_collocations) - for pattern in IJ_set: - if pattern not in self.precomputed_collocations: - self.precomputed_collocations[pattern] = IntList() - - cdef float stop_time = monitor_cpu() - logger.info("Precomputed collocations for %d patterns out of %d possible (upper bound %d)", num_found_patterns, len(self.precomputed_collocations), x) - logger.info("Precomputed inverted index for %d patterns ", len(self.precomputed_index)) - logger.info("Precomputation took %f seconds", (stop_time - start_time)) diff --git a/python/src/sa/rule.pxi b/python/src/sa/rule.pxi deleted file mode 100644 index 4f0ea74f..00000000 --- a/python/src/sa/rule.pxi +++ /dev/null @@ -1,192 +0,0 @@ -from libc.stdlib cimport malloc, calloc, realloc, free, strtof, strtol -from libc.string cimport strsep, strcpy, strlen - -cdef class Phrase: - - def __cinit__(self, words): - cdef int i, j, n, n_vars - n_vars = 0 - n = len(words) - self.syms = malloc(n*sizeof(int)) - for i from 0 <= i < n: - self.syms[i] = words[i] - if sym_isvar(self.syms[i]): - n_vars += 1 - self.n = n - self.n_vars = n_vars - self.varpos = malloc(n_vars*sizeof(int)) - j = 0 - for i from 0 <= i < n: - if sym_isvar(self.syms[i]): - self.varpos[j] = i - j = j + 1 - - def __dealloc__(self): - free(self.syms) - free(self.varpos) - - def __str__(self): - strs = [] - cdef int i, s - for i from 0 <= i < self.n: - s = self.syms[i] - strs.append(sym_tostring(s)) - return ' '.join(strs) - - def handle(self): - """return a hashable representation that normalizes the ordering - of the nonterminal indices""" - norm = [] - cdef int i, j, s - i = 1 - j = 0 - for j from 0 <= j < self.n: - s = self.syms[j] - if sym_isvar(s): - s = sym_setindex(s,i) - i = i + 1 - norm.append(s) - return tuple(norm) - - def strhandle(self): - strs = [] - norm = [] - cdef int i, j, s - i = 1 - j = 0 - for j from 0 <= j < self.n: - s = self.syms[j] - if sym_isvar(s): - s = sym_setindex(s,i) - i = i + 1 - norm.append(sym_tostring(s)) - return ' '.join(norm) - - def arity(self): - return self.n_vars - - def getvarpos(self, i): - if 0 <= i < self.n_vars: - return self.varpos[i] - else: - raise IndexError - - def getvar(self, i): - if 0 <= i < self.n_vars: - return self.syms[self.varpos[i]] - else: - raise IndexError - - cdef int chunkpos(self, int k): - if k == 0: - return 0 - else: - return self.varpos[k-1]+1 - - cdef int chunklen(self, int k): - if self.n_vars == 0: - return self.n - elif k == 0: - return self.varpos[0] - elif k == self.n_vars: - return self.n-self.varpos[k-1]-1 - else: - return self.varpos[k]-self.varpos[k-1]-1 - - def clen(self, k): - return self.chunklen(k) - - def getchunk(self, ci): - cdef int start, stop - start = self.chunkpos(ci) - stop = start+self.chunklen(ci) - chunk = [] - for i from start <= i < stop: - chunk.append(self.syms[i]) - return chunk - - def __cmp__(self, other): - cdef Phrase otherp - cdef int i - otherp = other - for i from 0 <= i < min(self.n, otherp.n): - if self.syms[i] < otherp.syms[i]: - return -1 - elif self.syms[i] > otherp.syms[i]: - return 1 - if self.n < otherp.n: - return -1 - elif self.n > otherp.n: - return 1 - else: - return 0 - - def __hash__(self): - cdef int i - cdef unsigned h - h = 0 - for i from 0 <= i < self.n: - if self.syms[i] > 0: - h = (h << 1) + self.syms[i] - else: - h = (h << 1) + -self.syms[i] - return h - - def __len__(self): - return self.n - - def __getitem__(self, i): - return self.syms[i] - - def __iter__(self): - cdef int i - for i from 0 <= i < self.n: - yield self.syms[i] - - def subst(self, start, children): - cdef int i - for i from 0 <= i < self.n: - if sym_isvar(self.syms[i]): - start = start + children[sym_getindex(self.syms[i])-1] - else: - start = start + (self.syms[i],) - return start - - property words: - def __get__(self): - return [sym_tostring(w) for w in self if not sym_isvar(w)] - -cdef class Rule: - - def __cinit__(self, int lhs, Phrase f, Phrase e, scores=None, word_alignments=None): - if not sym_isvar(lhs): raise Exception('Invalid LHS symbol: %d' % lhs) - self.lhs = lhs - self.f = f - self.e = e - self.word_alignments = word_alignments - self.scores = scores - - def __hash__(self): - return hash((self.lhs, self.f, self.e)) - - def __cmp__(self, Rule other): - return cmp((self.lhs, self.f, self.e, self.word_alignments), - (other.lhs, other.f, other.e, self.word_alignments)) - - def fmerge(self, Phrase f): - if self.f == f: - self.f = f - - def arity(self): - return self.f.arity() - - def __str__(self): - cdef unsigned i - fields = [sym_tostring(self.lhs), str(self.f), str(self.e), str(self.scores)] - if self.word_alignments is not None: - fields.append(' '.join('%d-%d' % a for a in self.alignments())) - return ' ||| '.join(fields) - - def alignments(self): - for point in self.word_alignments: - yield point / ALIGNMENT_CODE, point % ALIGNMENT_CODE diff --git a/python/src/sa/rulefactory.pxi b/python/src/sa/rulefactory.pxi deleted file mode 100644 index 10bb9737..00000000 --- a/python/src/sa/rulefactory.pxi +++ /dev/null @@ -1,2224 +0,0 @@ -# Implementation of the algorithms described in -# Lopez, EMNLP-CoNLL 2007 -# Much faster than the Python numbers reported there. -# Note to reader: this code is closer to C than Python -import gc -import itertools - -from libc.stdlib cimport malloc, realloc, free -from libc.string cimport memset, memcpy -from libc.math cimport fmod, ceil, floor, log - -from collections import defaultdict, Counter, namedtuple - -FeatureContext = namedtuple('FeatureContext', - ['fphrase', - 'ephrase', - 'paircount', - 'fcount', - 'fsample_count', - 'input_span', - 'matches', - 'input_match', - 'test_sentence', - 'f_text', - 'e_text', - 'meta', - 'online' - ]) - -OnlineFeatureContext = namedtuple('OnlineFeatureContext', - ['fcount', - 'fsample_count', - 'paircount', - 'bilex_f', - 'bilex_e', - 'bilex_fe' - ]) - -cdef int PRECOMPUTE = 0 -cdef int MERGE = 1 -cdef int BAEZA_YATES = 2 - -# NOTE: was encoded as a non-terminal in the previous version -cdef int EPSILON = sym_fromstring('*EPS*', True) - -cdef class TrieNode: - cdef public children - - def __cinit__(self): - self.children = {} - -cdef class ExtendedTrieNode(TrieNode): - cdef public phrase - cdef public phrase_location - cdef public suffix_link - - def __cinit__(self, phrase=None, phrase_location=None, suffix_link=None): - self.phrase = phrase - self.phrase_location = phrase_location - self.suffix_link = suffix_link - - -cdef class TrieTable: - cdef public int extended - cdef public int count - cdef public root - def __cinit__(self, extended=False): - self.count = 0 - self.extended = extended - if extended: - self.root = ExtendedTrieNode() - else: - self.root = TrieNode() - -# linked list structure for storing matches in BaselineRuleFactory -cdef struct match_node: - int* match - match_node* next - -# encodes information needed to find a (hierarchical) phrase -# in the text. If phrase is contiguous, that's just a range -# in the suffix array; if discontiguous, it is the set of -# actual locations (packed into an array) -cdef class PhraseLocation: - cdef int sa_low - cdef int sa_high - cdef int arr_low - cdef int arr_high - cdef IntList arr - cdef int num_subpatterns - - # returns true if sent_id is contained - cdef int contains(self, int sent_id): - return 1 - - def __cinit__(self, int sa_low=-1, int sa_high=-1, int arr_low=-1, int arr_high=-1, - arr=None, int num_subpatterns=1): - self.sa_low = sa_low - self.sa_high = sa_high - self.arr_low = arr_low - self.arr_high = arr_high - self.arr = arr - self.num_subpatterns = num_subpatterns - - -cdef class Sampler: - '''A Sampler implements a logic for choosing - samples from a population range''' - - cdef int sample_size - cdef IntList sa - - def __cinit__(self, int sample_size, SuffixArray fsarray): - self.sample_size = sample_size - self.sa = fsarray.sa - if sample_size > 0: - logger.info("Sampling strategy: uniform, max sample size = %d", sample_size) - else: - logger.info("Sampling strategy: no sampling") - - def sample(self, PhraseLocation phrase_location): - '''Returns a sample of the locations for - the phrase. If there are less than self.sample_size - locations, return all of them; otherwise, return - up to self.sample_size locations. In the latter case, - we choose to sample UNIFORMLY -- that is, the locations - are chosen at uniform intervals over the entire set, rather - than randomly. This makes the algorithm deterministic, which - is good for things like MERT''' - cdef IntList sample - cdef double i, stepsize - cdef int num_locations, val, j - - sample = IntList() - if phrase_location.arr is None: - num_locations = phrase_location.sa_high - phrase_location.sa_low - if self.sample_size == -1 or num_locations <= self.sample_size: - sample._extend_arr(self.sa.arr + phrase_location.sa_low, num_locations) - else: - stepsize = float(num_locations)/float(self.sample_size) - i = phrase_location.sa_low - while i < phrase_location.sa_high and sample.len < self.sample_size: - '''Note: int(i) not guaranteed to have the desired - effect, according to the python documentation''' - if fmod(i,1.0) > 0.5: - val = int(ceil(i)) - else: - val = int(floor(i)) - sample._append(self.sa.arr[val]) - i = i + stepsize - else: - num_locations = (phrase_location.arr_high - phrase_location.arr_low) / phrase_location.num_subpatterns - if self.sample_size == -1 or num_locations <= self.sample_size: - sample = phrase_location.arr - else: - stepsize = float(num_locations)/float(self.sample_size) - i = phrase_location.arr_low - while i < num_locations and sample.len < self.sample_size * phrase_location.num_subpatterns: - '''Note: int(i) not guaranteed to have the desired - effect, according to the python documentation''' - if fmod(i,1.0) > 0.5: - val = int(ceil(i)) - else: - val = int(floor(i)) - j = phrase_location.arr_low + (val*phrase_location.num_subpatterns) - sample._extend_arr(phrase_location.arr.arr + j, phrase_location.num_subpatterns) - i = i + stepsize - return sample - - -# struct used to encapsulate a single matching -cdef struct Matching: - int* arr - int start - int end - int sent_id - int size - - -cdef void assign_matching(Matching* m, int* arr, int start, int step, int* sent_id_arr): - m.arr = arr - m.start = start - m.end = start + step - m.sent_id = sent_id_arr[arr[start]] - m.size = step - - -cdef int* append_combined_matching(int* arr, Matching* loc1, Matching* loc2, - int offset_by_one, int num_subpatterns, int* result_len): - cdef int i, new_len - - new_len = result_len[0] + num_subpatterns - arr = realloc(arr, new_len*sizeof(int)) - - for i from 0 <= i < loc1.size: - arr[result_len[0]+i] = loc1.arr[loc1.start+i] - if num_subpatterns > loc1.size: - arr[new_len-1] = loc2.arr[loc2.end-1] - result_len[0] = new_len - return arr - - -cdef int* extend_arr(int* arr, int* arr_len, int* appendix, int appendix_len): - cdef int new_len - - new_len = arr_len[0] + appendix_len - arr = realloc(arr, new_len*sizeof(int)) - memcpy(arr+arr_len[0], appendix, appendix_len*sizeof(int)) - arr_len[0] = new_len - return arr - -cdef int median(int low, int high, int step): - return low + (((high - low)/step)/2)*step - - -cdef void find_comparable_matchings(int low, int high, int* arr, int step, int loc, int* loc_minus, int* loc_plus): - # Returns (minus, plus) indices for the portion of the array - # in which all matchings have the same first index as the one - # starting at loc - loc_plus[0] = loc + step - while loc_plus[0] < high and arr[loc_plus[0]] == arr[loc]: - loc_plus[0] = loc_plus[0] + step - loc_minus[0] = loc - while loc_minus[0]-step >= low and arr[loc_minus[0]-step] == arr[loc]: - loc_minus[0] = loc_minus[0] - step - - -cdef class HieroCachingRuleFactory: - '''This RuleFactory implements a caching - method using TrieTable, which makes phrase - generation somewhat speedier -- phrases only - need to be extracted once (however, it is - quite possible they need to be scored - for each input sentence, for contextual models)''' - - cdef TrieTable rules - cdef Sampler sampler - cdef Scorer scorer - - cdef int max_chunks - cdef int max_target_chunks - cdef int max_length - cdef int max_target_length - cdef int max_nonterminals - cdef int max_initial_size - cdef int train_max_initial_size - cdef int min_gap_size - cdef int train_min_gap_size - cdef int category - - cdef precomputed_index - cdef precomputed_collocations - cdef precompute_file - cdef max_rank - cdef int precompute_rank, precompute_secondary_rank - cdef bint use_baeza_yates - cdef bint use_index - cdef bint use_collocations - cdef float by_slack_factor - - cdef prev_norm_prefix - cdef float extract_time - cdef float intersect_time - cdef SuffixArray fsa - cdef DataArray fda - cdef DataArray eda - - cdef Alignment alignment - cdef IntList eid2symid - cdef IntList fid2symid - cdef bint tight_phrases - cdef bint require_aligned_terminal - cdef bint require_aligned_chunks - - cdef IntList findexes - cdef IntList findexes1 - - cdef bint online - cdef samples_f - cdef phrases_f - cdef phrases_e - cdef phrases_fe - cdef phrases_al - cdef bilex_f - cdef bilex_e - cdef bilex_fe - - def __cinit__(self, - # compiled alignment object (REQUIRED) - Alignment alignment, - # parameter for double-binary search; doesn't seem to matter much - float by_slack_factor=1.0, - # name of generic nonterminal used by Hiero - char* category="[X]", - # maximum number of contiguous chunks of terminal symbols in RHS of a rule. If None, defaults to max_nonterminals+1 - max_chunks=None, - # maximum span of a grammar rule in TEST DATA - unsigned max_initial_size=10, - # maximum number of symbols (both T and NT) allowed in a rule - unsigned max_length=5, - # maximum number of nonterminals allowed in a rule (set >2 at your own risk) - unsigned max_nonterminals=2, - # maximum number of contiguous chunks of terminal symbols in target-side RHS of a rule. If None, defaults to max_nonterminals+1 - max_target_chunks=None, - # maximum number of target side symbols (both T and NT) allowed in a rule. If None, defaults to max_initial_size - max_target_length=None, - # minimum span of a nonterminal in the RHS of a rule in TEST DATA - unsigned min_gap_size=2, - # filename of file containing precomputed collocations - precompute_file=None, - # maximum frequency rank of patterns used to compute triples (don't set higher than 20). - unsigned precompute_secondary_rank=20, - # maximum frequency rank of patterns used to compute collocations (no need to set higher than maybe 200-300) - unsigned precompute_rank=100, - # require extracted rules to have at least one aligned word - bint require_aligned_terminal=True, - # require each contiguous chunk of extracted rules to have at least one aligned word - bint require_aligned_chunks=False, - # maximum span of a grammar rule extracted from TRAINING DATA - unsigned train_max_initial_size=10, - # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA - unsigned train_min_gap_size=2, - # False if phrases should be loose (better but slower), True otherwise - bint tight_phrases=True, - # True to require use of double-binary alg, false otherwise - bint use_baeza_yates=True, - # True to enable used of precomputed collocations - bint use_collocations=True, - # True to enable use of precomputed inverted indices - bint use_index=True): - '''Note: we make a distinction between the min_gap_size - and max_initial_size used in test and train. The latter - are represented by train_min_gap_size and train_max_initial_size, - respectively. This is because Chiang's model does not require - them to be the same, therefore we don't either.''' - self.rules = TrieTable(True) # cache - self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation()) - if alignment is None: - raise Exception("Must specify an alignment object") - self.alignment = alignment - - # grammar parameters and settings - # NOTE: setting max_nonterminals > 2 is not currently supported in Hiero - self.max_length = max_length - self.max_nonterminals = max_nonterminals - self.max_initial_size = max_initial_size - self.train_max_initial_size = train_max_initial_size - self.min_gap_size = min_gap_size - self.train_min_gap_size = train_min_gap_size - self.category = sym_fromstring(category, False) - - if max_chunks is None: - self.max_chunks = self.max_nonterminals + 1 - else: - self.max_chunks = max_chunks - - if max_target_chunks is None: - self.max_target_chunks = self.max_nonterminals + 1 - else: - self.max_target_chunks = max_target_chunks - - if max_target_length is None: - self.max_target_length = max_initial_size - else: - self.max_target_length = max_target_length - - # algorithmic parameters and settings - self.precomputed_collocations = {} - self.precomputed_index = {} - self.use_index = use_index - self.use_collocations = use_collocations - self.max_rank = {} - self.precompute_file = precompute_file - self.precompute_rank = precompute_rank - self.precompute_secondary_rank = precompute_secondary_rank - self.use_baeza_yates = use_baeza_yates - self.by_slack_factor = by_slack_factor - self.tight_phrases = tight_phrases - - if require_aligned_chunks: - # one condition is a stronger version of the other. - self.require_aligned_chunks = self.require_aligned_terminal = True - elif require_aligned_terminal: - self.require_aligned_chunks = False - self.require_aligned_terminal = True - else: - self.require_aligned_chunks = self.require_aligned_terminal = False - - # diagnostics - self.prev_norm_prefix = () - - self.findexes = IntList(initial_len=10) - self.findexes1 = IntList(initial_len=10) - - # Online stats - - # True after data is added - self.online = False - - # Keep track of everything that can be sampled: - self.samples_f = defaultdict(int) - - # Phrase counts - self.phrases_f = defaultdict(int) - self.phrases_e = defaultdict(int) - self.phrases_fe = defaultdict(lambda: defaultdict(int)) - self.phrases_al = defaultdict(lambda: defaultdict(tuple)) - - # Bilexical counts - self.bilex_f = defaultdict(int) - self.bilex_e = defaultdict(int) - self.bilex_fe = defaultdict(lambda: defaultdict(int)) - - def configure(self, SuffixArray fsarray, DataArray edarray, - Sampler sampler, Scorer scorer): - '''This gives the RuleFactory access to the Context object. - Here we also use it to precompute the most expensive intersections - in the corpus quickly.''' - self.fsa = fsarray - self.fda = fsarray.darray - self.eda = edarray - self.fid2symid = self.set_idmap(self.fda) - self.eid2symid = self.set_idmap(self.eda) - self.precompute() - self.sampler = sampler - self.scorer = scorer - - cdef set_idmap(self, DataArray darray): - cdef int word_id, new_word_id, N - cdef IntList idmap - - N = len(darray.id2word) - idmap = IntList(initial_len=N) - for word_id from 0 <= word_id < N: - new_word_id = sym_fromstring(darray.id2word[word_id], True) - idmap.arr[word_id] = new_word_id - return idmap - - - def pattern2phrase(self, pattern): - # pattern is a tuple, which we must convert to a hiero Phrase - result = () - arity = 0 - for word_id in pattern: - if word_id == -1: - arity = arity + 1 - new_id = sym_setindex(self.category, arity) - else: - new_id = sym_fromstring(self.fda.id2word[word_id], True) - result = result + (new_id,) - return Phrase(result) - - def pattern2phrase_plus(self, pattern): - # returns a list containing both the pattern, and pattern - # suffixed/prefixed with the NT category. - patterns = [] - result = () - arity = 0 - for word_id in pattern: - if word_id == -1: - arity = arity + 1 - new_id = sym_setindex(self.category, arity) - else: - new_id = sym_fromstring(self.fda.id2word[word_id], True) - result = result + (new_id,) - patterns.append(Phrase(result)) - patterns.append(Phrase(result + (sym_setindex(self.category, 1),))) - patterns.append(Phrase((sym_setindex(self.category, 1),) + result)) - return patterns - - def precompute(self): - cdef Precomputation pre - - if self.precompute_file is not None: - start_time = monitor_cpu() - logger.info("Reading precomputed data from file %s... ", self.precompute_file) - pre = Precomputation(from_binary=self.precompute_file) - # check parameters of precomputation -- some are critical and some are not - if pre.max_nonterminals != self.max_nonterminals: - logger.warn("Precomputation done with max nonterminals %d, decoder uses %d", pre.max_nonterminals, self.max_nonterminals) - if pre.max_length != self.max_length: - logger.warn("Precomputation done with max terminals %d, decoder uses %d", pre.max_length, self.max_length) - if pre.train_max_initial_size != self.train_max_initial_size: - raise Exception("Precomputation done with max initial size %d, decoder uses %d" % (pre.train_max_initial_size, self.train_max_initial_size)) - if pre.train_min_gap_size != self.train_min_gap_size: - raise Exception("Precomputation done with min gap size %d, decoder uses %d" % (pre.train_min_gap_size, self.train_min_gap_size)) - if self.use_index: - logger.info("Converting %d hash keys on precomputed inverted index... ", len(pre.precomputed_index)) - for pattern, arr in pre.precomputed_index.iteritems(): - phrases = self.pattern2phrase_plus(pattern) - for phrase in phrases: - self.precomputed_index[phrase] = arr - if self.use_collocations: - logger.info("Converting %d hash keys on precomputed collocations... ", len(pre.precomputed_collocations)) - for pattern, arr in pre.precomputed_collocations.iteritems(): - phrase = self.pattern2phrase(pattern) - self.precomputed_collocations[phrase] = arr - stop_time = monitor_cpu() - logger.info("Processing precomputations took %f seconds", stop_time - start_time) - - - def get_precomputed_collocation(self, phrase): - if phrase in self.precomputed_collocations: - arr = self.precomputed_collocations[phrase] - return PhraseLocation(arr=arr, arr_low=0, arr_high=len(arr), num_subpatterns=phrase.arity()+1) - return None - - - cdef int* baeza_yates_helper(self, int low1, int high1, int* arr1, int step1, - int low2, int high2, int* arr2, int step2, - int offset_by_one, int len_last, int num_subpatterns, int* result_len): - cdef int i1, i2, j1, j2, med1, med2, med1_plus, med1_minus, med2_minus, med2_plus - cdef int d_first, qsetsize, dsetsize, tmp, search_low, search_high - cdef int med_result_len, low_result_len, high_result_len - cdef long comparison - cdef int* result - cdef int* low_result - cdef int* med_result - cdef int* high_result - cdef Matching loc1, loc2 - - result = malloc(0*sizeof(int*)) - - d_first = 0 - if high1 - low1 > high2 - low2: - d_first = 1 - - # First, check to see if we are at any of the recursive base cases - # Case 1: one of the sets is empty - if low1 >= high1 or low2 >= high2: - return result - - # Case 2: sets are non-overlapping - assign_matching(&loc1, arr1, high1-step1, step1, self.fda.sent_id.arr) - assign_matching(&loc2, arr2, low2, step2, self.fda.sent_id.arr) - if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == -1: - return result - - assign_matching(&loc1, arr1, low1, step1, self.fda.sent_id.arr) - assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr) - if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: - return result - - # Case 3: query set and data set do not meet size mismatch constraints; - # We use mergesort instead in this case - qsetsize = (high1-low1) / step1 - dsetsize = (high2-low2) / step2 - if d_first: - tmp = qsetsize - qsetsize = dsetsize - dsetsize = tmp - - if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: - free(result) - return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) - - # binary search. There are two flavors, depending on - # whether the queryset or dataset is first - if d_first: - med2 = median(low2, high2, step2) - assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - - search_low = low1 - search_high = high1 - while search_low < search_high: - med1 = median(search_low, search_high, step1) - find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - if comparison == -1: - search_low = med1_plus - elif comparison == 1: - search_high = med1_minus - else: - break - else: - med1 = median(low1, high1, step1) - find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - - search_low = low2 - search_high = high2 - while search_low < search_high: - med2 = median(search_low, search_high, step2) - assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - if comparison == -1: - search_high = med2 - elif comparison == 1: - search_low = med2 + step2 - else: - break - - med_result_len = 0 - med_result = malloc(0*sizeof(int*)) - if search_high > search_low: - # Then there is a match for the median element of Q - # What we want to find is the group of all bindings in the first set - # s.t. their first element == the first element of med1. Then we - # want to store the bindings for all of those elements. We can - # subsequently throw all of them away. - med2_minus = med2 - med2_plus = med2 + step2 - i1 = med1_minus - while i1 < med1_plus: - assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - while med2_minus-step2 >= low2: - assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: - med2_minus = med2_minus - step2 - else: - break - i2 = med2_minus - while i2 < high2: - assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - if comparison == 0: - pass - med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) - if comparison == -1: - break - i2 = i2 + step2 - if i2 > med2_plus: - med2_plus = i2 - i1 = i1 + step1 - - tmp = med1_minus - med1_minus = med1_plus - med1_plus = tmp - else: - # No match; need to figure out the point of division in D and Q - med2_minus = med2 - med2_plus = med2 - if d_first: - med2_minus = med2_minus + step2 - if comparison == -1: - med1_minus = med1_plus - if comparison == 1: - med1_plus = med1_minus - else: - tmp = med1_minus - med1_minus = med1_plus - med1_plus = tmp - if comparison == 1: - med2_minus = med2_minus + step2 - med2_plus = med2_plus + step2 - - low_result_len = 0 - low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) - high_result_len = 0 - high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) - - result = extend_arr(result, result_len, low_result, low_result_len) - result = extend_arr(result, result_len, med_result, med_result_len) - result = extend_arr(result, result_len, high_result, high_result_len) - free(low_result) - free(med_result) - free(high_result) - - return result - - - - cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, - Matching* loc2, int offset_by_one, int len_last): - """ - Compares a *set* of bindings, all with the same first element, - to a single binding. Returns -1 if all comparisons == -1, 1 if all - comparisons == 1, and 0 otherwise. - """ - cdef int i1, comparison, prev_comparison - cdef Matching l1_stack - cdef Matching* loc1 - - loc1 = &l1_stack - - i1 = i1_minus - while i1 < i1_plus: - assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - if comparison == 0: - prev_comparison = 0 - break - elif i1 == i1_minus: - prev_comparison = comparison - else: - if comparison != prev_comparison: - prev_comparison = 0 - break - i1 = i1 + step1 - return prev_comparison - - - cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): - cdef int i - - if loc1.sent_id > loc2.sent_id: - return 1 - if loc2.sent_id > loc1.sent_id: - return -1 - - if loc1.size == 1 and loc2.size == 1: - if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: - return 1 - - elif offset_by_one: - for i from 1 <= i < loc1.size: - if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - return 1 - if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: - return -1 - - else: - if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: - return 1 - if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: - return -1 - - for i from 1 <= i < loc1.size: - if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: - return 1 - if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: - return -1 - - if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: - return -1 - return 0 - - - cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1, - int low2, int high2, int* arr2, int step2, - int offset_by_one, int len_last, int num_subpatterns, int* result_len): - cdef int i1, i2, j1, j2 - cdef long comparison - cdef int* result - cdef Matching loc1, loc2 - - result_len[0] = 0 - result = malloc(0*sizeof(int)) - - i1 = low1 - i2 = low2 - while i1 < high1 and i2 < high2: - - # First, pop all unneeded loc2's off the stack - assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - while i2 < high2: - assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: - i2 = i2 + step2 - else: - break - - # Next: process all loc1's with the same starting val - j1 = i1 - while i1 < high1 and arr1[j1] == arr1[i1]: - assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - j2 = i2 - while j2 < high2: - assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr) - comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - if comparison == 0: - result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len) - if comparison == 1: - pass - if comparison == -1: - break - else: - j2 = j2 + step2 - i1 = i1 + step1 - return result - - - cdef void sort_phrase_loc(self, IntList arr, PhraseLocation loc, Phrase phrase): - cdef int i, j - cdef VEB veb - cdef IntList result - - if phrase in self.precomputed_index: - loc.arr = self.precomputed_index[phrase] - else: - loc.arr = IntList(initial_len=loc.sa_high-loc.sa_low) - veb = VEB(arr.len) - for i from loc.sa_low <= i < loc.sa_high: - veb._insert(arr.arr[i]) - i = veb.veb.min_val - for j from 0 <= j < loc.sa_high-loc.sa_low: - loc.arr.arr[j] = i - i = veb._findsucc(i) - loc.arr_low = 0 - loc.arr_high = loc.arr.len - - - cdef intersect_helper(self, Phrase prefix, Phrase suffix, - PhraseLocation prefix_loc, PhraseLocation suffix_loc, int algorithm): - - cdef IntList arr1, arr2, result - cdef int low1, high1, step1, low2, high2, step2, offset_by_one, len_last, num_subpatterns, result_len - cdef int* result_ptr - - result_len = 0 - - if sym_isvar(suffix[0]): - offset_by_one = 1 - else: - offset_by_one = 0 - - len_last = len(suffix.getchunk(suffix.arity())) - - if prefix_loc.arr is None: - self.sort_phrase_loc(self.fsa.sa, prefix_loc, prefix) - arr1 = prefix_loc.arr - low1 = prefix_loc.arr_low - high1 = prefix_loc.arr_high - step1 = prefix_loc.num_subpatterns - - if suffix_loc.arr is None: - self.sort_phrase_loc(self.fsa.sa, suffix_loc, suffix) - arr2 = suffix_loc.arr - low2 = suffix_loc.arr_low - high2 = suffix_loc.arr_high - step2 = suffix_loc.num_subpatterns - - num_subpatterns = prefix.arity()+1 - - if algorithm == MERGE: - result_ptr = self.merge_helper(low1, high1, arr1.arr, step1, - low2, high2, arr2.arr, step2, - offset_by_one, len_last, num_subpatterns, &result_len) - else: - result_ptr = self.baeza_yates_helper(low1, high1, arr1.arr, step1, - low2, high2, arr2.arr, step2, - offset_by_one, len_last, num_subpatterns, &result_len) - - if result_len == 0: - free(result_ptr) - return None - else: - result = IntList() - free(result.arr) - result.arr = result_ptr - result.len = result_len - result.size = result_len - return PhraseLocation(arr_low=0, arr_high=result_len, arr=result, num_subpatterns=num_subpatterns) - - cdef loc2str(self, PhraseLocation loc): - cdef int i, j - result = "{" - i = 0 - while i < loc.arr_high: - result = result + "(" - for j from i <= j < i + loc.num_subpatterns: - result = result + ("%d " %loc.arr[j]) - result = result + ")" - i = i + loc.num_subpatterns - result = result + "}" - return result - - cdef PhraseLocation intersect(self, prefix_node, suffix_node, Phrase phrase): - cdef Phrase prefix, suffix - cdef PhraseLocation prefix_loc, suffix_loc, result - - prefix = prefix_node.phrase - suffix = suffix_node.phrase - prefix_loc = prefix_node.phrase_location - suffix_loc = suffix_node.phrase_location - - result = self.get_precomputed_collocation(phrase) - if result is not None: - intersect_method = "precomputed" - - if result is None: - if self.use_baeza_yates: - result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, BAEZA_YATES) - intersect_method="double binary" - else: - result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, MERGE) - intersect_method="merge" - return result - - def advance(self, frontier, res, fwords): - cdef unsigned na - nf = [] - for toskip, (i, alt, pathlen) in frontier: - spanlen = fwords[i][alt][2] - if toskip == 0: - res.append((i, alt, pathlen)) - ni = i + spanlen - if ni < len(fwords) and pathlen + 1 < self.max_initial_size: - for na in range(len(fwords[ni])): - nf.append((toskip - 1, (ni, na, pathlen + 1))) - if len(nf) > 0: - return self.advance(nf, res, fwords) - else: - return res - - def get_all_nodes_isteps_away(self, skip, i, spanlen, pathlen, fwords, next_states, reachable_buffer): - cdef unsigned alt_it - frontier = [] - if i+spanlen+skip >= len(next_states): - return frontier - key = tuple([i,spanlen]) - reachable = [] - if key in reachable_buffer: - reachable = reachable_buffer[key] - else: - reachable = self.reachable(fwords, i, spanlen) - reachable_buffer[key] = reachable - for nextreachable in reachable: - for next_id in next_states[nextreachable]: - jump = self.shortest(fwords,i,next_id) - if jump < skip: - continue - if pathlen+jump <= self.max_initial_size: - for alt_id in range(len(fwords[next_id])): - if fwords[next_id][alt_id][0] != EPSILON: - newel = (next_id,alt_id,pathlen+jump) - if newel not in frontier: - frontier.append((next_id,alt_id,pathlen+jump)) - return frontier - - def reachable(self, fwords, ifrom, dist): - ret = [] - if ifrom >= len(fwords): - return ret - for alt_id in range(len(fwords[ifrom])): - if fwords[ifrom][alt_id][0] == EPSILON: - ret.extend(self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist)) - else: - if dist == 0: - if ifrom not in ret: - ret.append(ifrom) - else: - for ifromchild in self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist-1): - if ifromchild not in ret: - ret.append(ifromchild) - - return ret - - def shortest(self, fwords, ifrom, ito): - cdef unsigned alt_id - min = 1000 - if ifrom > ito: - return min - if ifrom == ito: - return 0 - for alt_id in range(len(fwords[ifrom])): - currmin = self.shortest(fwords,ifrom+fwords[ifrom][alt_id][2],ito) - if fwords[ifrom][alt_id][0] != EPSILON: - currmin += 1 - if currmin < min: - min = currmin - return min - - def get_next_states(self, _columns, curr_idx, min_dist=2): - result = [] - candidate = [[curr_idx,0]] - - while len(candidate) > 0: - curr = candidate.pop() - if curr[0] >= len(_columns): - continue - if curr[0] not in result and min_dist <= curr[1] <= self.max_initial_size: - result.append(curr[0]); - curr_col = _columns[curr[0]] - for alt in curr_col: - next_id = curr[0]+alt[2] - jump = 1 - if alt[0] == EPSILON: - jump = 0 - if next_id not in result and min_dist <= curr[1]+jump <= self.max_initial_size+1: - candidate.append([next_id,curr[1]+jump]) - return sorted(result); - - def input(self, fwords, meta): - '''When this function is called on the RuleFactory, - it looks up all of the rules that can be used to translate - the input sentence''' - cdef int i, j, k, flen, arity, num_subpatterns, num_samples, alt, alt_id, nualt - cdef float start_time - cdef PhraseLocation phrase_location - cdef IntList sample, chunklen - cdef Matching matching - cdef Phrase hiero_phrase - - flen = len(fwords) - start_time = monitor_cpu() - self.extract_time = 0.0 - self.intersect_time = 0.0 - nodes_isteps_away_buffer = {} - hit = 0 - reachable_buffer = {} - - # Phrase pairs processed by suffix array extractor. Do not re-extract - # during online extraction. This is probably the hackiest part of - # online grammar extraction. - seen_phrases = set() - - # Do not cache between sentences - self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation()) - - frontier = [] - for i in range(len(fwords)): - for alt in range(0, len(fwords[i])): - if fwords[i][alt][0] != EPSILON: - frontier.append((i, i, (i,), alt, 0, self.rules.root, (), False)) - - xroot = None - x1 = sym_setindex(self.category, 1) - if x1 in self.rules.root.children: - xroot = self.rules.root.children[x1] - else: - xroot = ExtendedTrieNode(suffix_link=self.rules.root, phrase_location=PhraseLocation()) - self.rules.root.children[x1] = xroot - - for i in range(self.min_gap_size, len(fwords)): - for alt in range(0, len(fwords[i])): - if fwords[i][alt][0] != EPSILON: - frontier.append((i-self.min_gap_size, i, (i,), alt, self.min_gap_size, xroot, (x1,), True)) - - next_states = [] - for i in range(len(fwords)): - next_states.append(self.get_next_states(fwords,i,self.min_gap_size)) - - while len(frontier) > 0: - new_frontier = [] - for k, i, input_match, alt, pathlen, node, prefix, is_shadow_path in frontier: - word_id = fwords[i][alt][0] - spanlen = fwords[i][alt][2] - # TODO get rid of k -- pathlen is replacing it - if word_id == EPSILON: - # skipping because word_id is epsilon - if i+spanlen >= len(fwords): - continue - for nualt in range(0,len(fwords[i+spanlen])): - frontier.append((k, i+spanlen, input_match, nualt, pathlen, node, prefix, is_shadow_path)) - continue - - phrase = prefix + (word_id,) - hiero_phrase = Phrase(phrase) - arity = hiero_phrase.arity() - - lookup_required = False - if word_id in node.children: - if node.children[word_id] is None: - # Path dead-ends at this node - continue - else: - # Path continues at this node - node = node.children[word_id] - else: - if node.suffix_link is None: - # Current node is root; lookup required - lookup_required = True - else: - if word_id in node.suffix_link.children: - if node.suffix_link.children[word_id] is None: - # Suffix link reports path is dead end - node.children[word_id] = None - continue - else: - # Suffix link indicates lookup is reqired - lookup_required = True - else: - #ERROR: We never get here - raise Exception("Keyword trie error") - # checking whether lookup_required - if lookup_required: - new_node = None - if is_shadow_path: - # Extending shadow path - # on the shadow path we don't do any search, we just use info from suffix link - new_node = ExtendedTrieNode(phrase_location=node.suffix_link.children[word_id].phrase_location, - suffix_link=node.suffix_link.children[word_id], - phrase=hiero_phrase) - else: - if arity > 0: - # Intersecting because of arity > 0 - intersect_start_time = monitor_cpu() - phrase_location = self.intersect(node, node.suffix_link.children[word_id], hiero_phrase) - intersect_stop_time = monitor_cpu() - self.intersect_time += intersect_stop_time - intersect_start_time - else: - # Suffix array search - phrase_location = node.phrase_location - sa_range = self.fsa.lookup(sym_tostring(phrase[-1]), len(phrase)-1, phrase_location.sa_low, phrase_location.sa_high) - if sa_range is not None: - phrase_location = PhraseLocation(sa_low=sa_range[0], sa_high=sa_range[1]) - else: - phrase_location = None - - if phrase_location is None: - node.children[word_id] = None - # Search failed - continue - # Search succeeded - suffix_link = self.rules.root - if node.suffix_link is not None: - suffix_link = node.suffix_link.children[word_id] - new_node = ExtendedTrieNode(phrase_location=phrase_location, - suffix_link=suffix_link, - phrase=hiero_phrase) - node.children[word_id] = new_node - node = new_node - - '''Automatically add a trailing X node, if allowed -- - This should happen before we get to extraction (so that - the node will exist if needed)''' - if arity < self.max_nonterminals: - xcat_index = arity+1 - xcat = sym_setindex(self.category, xcat_index) - suffix_link_xcat_index = xcat_index - if is_shadow_path: - suffix_link_xcat_index = xcat_index-1 - suffix_link_xcat = sym_setindex(self.category, suffix_link_xcat_index) - node.children[xcat] = ExtendedTrieNode(phrase_location=node.phrase_location, - suffix_link=node.suffix_link.children[suffix_link_xcat], - phrase= Phrase(phrase + (xcat,))) - - # sample from range - if not is_shadow_path: - sample = self.sampler.sample(node.phrase_location) - num_subpatterns = ( node.phrase_location).num_subpatterns - chunklen = IntList(initial_len=num_subpatterns) - for j from 0 <= j < num_subpatterns: - chunklen.arr[j] = hiero_phrase.chunklen(j) - extracts = [] - j = 0 - extract_start = monitor_cpu() - while j < sample.len: - extract = [] - - assign_matching(&matching, sample.arr, j, num_subpatterns, self.fda.sent_id.arr) - loc = tuple(sample[j:j+num_subpatterns]) - extract = self.extract(hiero_phrase, &matching, chunklen.arr, num_subpatterns) - extracts.extend([(e, loc) for e in extract]) - j = j + num_subpatterns - - num_samples = sample.len/num_subpatterns - extract_stop = monitor_cpu() - self.extract_time = self.extract_time + extract_stop - extract_start - if len(extracts) > 0: - fcount = Counter() - fphrases = defaultdict(lambda: defaultdict(lambda: defaultdict(list))) - for (f, e, count, als), loc in extracts: - fcount[f] += count - fphrases[f][e][als].append(loc) - for f, elist in fphrases.iteritems(): - for e, alslist in elist.iteritems(): - alignment, max_locs = max(alslist.iteritems(), key=lambda x: len(x[1])) - locs = tuple(itertools.chain.from_iterable(alslist.itervalues())) - count = len(locs) - scores = self.scorer.score(FeatureContext( - f, e, count, fcount[f], num_samples, - (k,i+spanlen), locs, input_match, - fwords, self.fda, self.eda, - meta, - # Include online stats. None if none. - self.online_ctx_lookup(f, e))) - # Phrase pair processed - if self.online: - seen_phrases.add((f, e)) - yield Rule(self.category, f, e, scores, alignment) - - if len(phrase) < self.max_length and i+spanlen < len(fwords) and pathlen+1 <= self.max_initial_size: - for alt_id in range(len(fwords[i+spanlen])): - new_frontier.append((k, i+spanlen, input_match, alt_id, pathlen + 1, node, phrase, is_shadow_path)) - num_subpatterns = arity - if not is_shadow_path: - num_subpatterns = num_subpatterns + 1 - if len(phrase)+1 < self.max_length and arity < self.max_nonterminals and num_subpatterns < self.max_chunks: - xcat = sym_setindex(self.category, arity+1) - xnode = node.children[xcat] - # I put spanlen=1 below - key = tuple([self.min_gap_size, i, 1, pathlen]) - frontier_nodes = [] - if key in nodes_isteps_away_buffer: - frontier_nodes = nodes_isteps_away_buffer[key] - else: - frontier_nodes = self.get_all_nodes_isteps_away(self.min_gap_size, i, 1, pathlen, fwords, next_states, reachable_buffer) - nodes_isteps_away_buffer[key] = frontier_nodes - - for i, alt, pathlen in frontier_nodes: - new_frontier.append((k, i, input_match + (i,), alt, pathlen, xnode, phrase +(xcat,), is_shadow_path)) - frontier = new_frontier - - # Online rule extraction and scoring - if self.online: - f_syms = tuple(word[0][0] for word in fwords) - for f, lex_i, lex_j in self.get_f_phrases(f_syms): - spanlen = (lex_j - lex_i) + 1 - if not sym_isvar(f[0]): - spanlen += 1 - if not sym_isvar(f[1]): - spanlen += 1 - for e in self.phrases_fe.get(f, ()): - if (f, e) not in seen_phrases: - # Don't add multiple instances of the same phrase here - seen_phrases.add((f, e)) - scores = self.scorer.score(FeatureContext( - f, e, 0, 0, 0, - spanlen, None, None, - fwords, self.fda, self.eda, - meta, - self.online_ctx_lookup(f, e))) - alignment = self.phrases_al[f][e] - yield Rule(self.category, f, e, scores, alignment) - - stop_time = monitor_cpu() - logger.info("Total time for rule lookup, extraction, and scoring = %f seconds", (stop_time - start_time)) - gc.collect() - logger.info(" Extract time = %f seconds", self.extract_time) - logger.info(" Intersect time = %f seconds", self.intersect_time) - - - cdef int find_fixpoint(self, - int f_low, f_high, - int* f_links_low, int* f_links_high, - int* e_links_low, int* e_links_high, - int e_in_low, int e_in_high, - int* e_low, int* e_high, - int* f_back_low, int* f_back_high, - int f_sent_len, int e_sent_len, - int max_f_len, int max_e_len, - int min_fx_size, int min_ex_size, - int max_new_x, - int allow_low_x, int allow_high_x, - int allow_arbitrary_x, int write_log): - cdef int e_low_prev, e_high_prev, f_low_prev, f_high_prev, new_x, new_low_x, new_high_x - - e_low[0] = e_in_low - e_high[0] = e_in_high - self.find_projection(f_low, f_high, f_links_low, f_links_high, e_low, e_high) - if e_low[0] == -1: - # low-priority corner case: if phrase w is unaligned, - # but we don't require aligned terminals, then returning - # an error here might prevent extraction of allowed - # rule X -> X_1 w X_2 / X_1 X_2. This is probably - # not worth the bother, though. - return 0 - elif e_in_low != -1 and e_low[0] != e_in_low: - if e_in_low - e_low[0] < min_ex_size: - e_low[0] = e_in_low - min_ex_size - if e_low[0] < 0: - return 0 - - if e_high[0] - e_low[0] > max_e_len: - return 0 - elif e_in_high != -1 and e_high[0] != e_in_high: - if e_high[0] - e_in_high < min_ex_size: - e_high[0] = e_in_high + min_ex_size - if e_high[0] > e_sent_len: - return 0 - - f_back_low[0] = -1 - f_back_high[0] = -1 - f_low_prev = f_low - f_high_prev = f_high - new_x = 0 - new_low_x = 0 - new_high_x = 0 - - while True: - - if f_back_low[0] == -1: - self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - else: - self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) - self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - - if f_back_low[0] > f_low: - f_back_low[0] = f_low - - if f_back_high[0] < f_high: - f_back_high[0] = f_high - - if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: - return 1 - - if allow_low_x == 0 and f_back_low[0] < f_low: - # FAIL: f phrase is not tight - return 0 - - if f_back_high[0] - f_back_low[0] > max_f_len: - # FAIL: f back projection is too wide - return 0 - - if allow_high_x == 0 and f_back_high[0] > f_high: - # FAIL: extension on high side not allowed - return 0 - - if f_low != f_back_low[0]: - if new_low_x == 0: - if new_x >= max_new_x: - # FAIL: extension required on low side violates max # of gaps - return 0 - else: - new_x = new_x + 1 - new_low_x = 1 - if f_low - f_back_low[0] < min_fx_size: - f_back_low[0] = f_low - min_fx_size - if f_back_high[0] - f_back_low[0] > max_f_len: - # FAIL: extension required on low side violates max initial length - return 0 - if f_back_low[0] < 0: - # FAIL: extension required on low side violates sentence boundary - return 0 - - if f_high != f_back_high[0]: - if new_high_x == 0: - if new_x >= max_new_x: - # FAIL: extension required on high side violates max # of gaps - return 0 - else: - new_x = new_x + 1 - new_high_x = 1 - if f_back_high[0] - f_high < min_fx_size: - f_back_high[0] = f_high + min_fx_size - if f_back_high[0] - f_back_low[0] > max_f_len: - # FAIL: extension required on high side violates max initial length - return 0 - if f_back_high[0] > f_sent_len: - # FAIL: extension required on high side violates sentence boundary - return 0 - - e_low_prev = e_low[0] - e_high_prev = e_high[0] - - self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) - self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) - if e_low[0] == e_low_prev and e_high[0] == e_high_prev: - return 1 - if allow_arbitrary_x == 0: - # FAIL: arbitrary expansion not permitted - return 0 - if e_high[0] - e_low[0] > max_e_len: - # FAIL: re-projection violates sentence max phrase length - return 0 - f_low_prev = f_back_low[0] - f_high_prev = f_back_high[0] - - - cdef find_projection(self, int in_low, int in_high, int* in_links_low, int* in_links_high, - int* out_low, int* out_high): - cdef int i - for i from in_low <= i < in_high: - if in_links_low[i] != -1: - if out_low[0] == -1 or in_links_low[i] < out_low[0]: - out_low[0] = in_links_low[i] - if out_high[0] == -1 or in_links_high[i] > out_high[0]: - out_high[0] = in_links_high[i] - - - cdef int* int_arr_extend(self, int* arr, int* arr_len, int* data, int data_len): - cdef int new_len - new_len = arr_len[0] + data_len - arr = realloc(arr, new_len*sizeof(int)) - memcpy(arr+arr_len[0], data, data_len*sizeof(int)) - arr_len[0] = new_len - return arr - - - cdef extract_phrases(self, int e_low, int e_high, int* e_gap_low, int* e_gap_high, int* e_links_low, int num_gaps, - int f_low, int f_high, int* f_gap_low, int* f_gap_high, int* f_links_low, - int sent_id, int e_sent_len, int e_sent_start): - cdef int i, j, k, m, n, *e_gap_order, e_x_low, e_x_high, e_x_gap_low, e_x_gap_high - cdef int *e_gaps1, *e_gaps2, len1, len2, step, num_chunks - cdef IntList ephr_arr - cdef result - - result = [] - len1 = 0 - e_gaps1 = malloc(0) - ephr_arr = IntList() - - e_gap_order = malloc(num_gaps*sizeof(int)) - if num_gaps > 0: - e_gap_order[0] = 0 - for i from 1 <= i < num_gaps: - for j from 0 <= j < i: - if e_gap_low[i] < e_gap_low[j]: - for k from j <= k < i: - e_gap_order[k+1] = e_gap_order[k] - e_gap_order[j] = i - break - else: - e_gap_order[i] = i - - e_x_low = e_low - e_x_high = e_high - if not self.tight_phrases: - while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: - e_x_low = e_x_low - 1 - while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: - e_x_high = e_x_high + 1 - - for i from e_x_low <= i <= e_low: - e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) - - for i from 0 <= i < num_gaps: - e_gaps2 = malloc(0) - len2 = 0 - - j = e_gap_order[i] - e_x_gap_low = e_gap_low[j] - e_x_gap_high = e_gap_high[j] - if not self.tight_phrases: - while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - e_x_gap_low = e_x_gap_low - 1 - while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: - e_x_gap_high = e_x_gap_high + 1 - - k = 0 - step = 1+(i*2) - while k < len1: - for m from e_x_gap_low <= m <= e_gap_low[j]: - if m >= e_gaps1[k+step-1]: - for n from e_gap_high[j] <= n <= e_x_gap_high: - if n-m >= 1: # extractor.py doesn't restrict target-side gap length - e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - k = k + step - free(e_gaps1) - e_gaps1 = e_gaps2 - len1 = len2 - - step = 1+(num_gaps*2) - e_gaps2 = malloc(0) - len2 = 0 - for i from e_high <= i <= e_x_high: - j = 0 - while j < len1: - if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - j = j + step - free(e_gaps1) - e_gaps1 = e_gaps2 - len1 = len2 - - step = (num_gaps+1)*2 - i = 0 - - cdef IntList indexes - while i < len1: - ephr_arr._clear() - num_chunks = 0 - indexes = IntList() - for j from 0 <= j < num_gaps+1: - if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: - num_chunks = num_chunks + 1 - for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: - indexes.append(k) - ephr_arr._append(self.eid2symid[self.eda.data.arr[e_sent_start+k]]) - if j < num_gaps: - indexes.append(sym_setindex(self.category, e_gap_order[j]+1)) - ephr_arr._append(sym_setindex(self.category, e_gap_order[j]+1)) - i = i + step - if ephr_arr.len <= self.max_target_length and num_chunks <= self.max_target_chunks: - result.append((Phrase(ephr_arr),indexes)) - - free(e_gaps1) - free(e_gap_order) - return result - - cdef IntList create_alignments(self, int* sent_links, int num_links, - IntList findexes, IntList eindexes): - cdef unsigned i - cdef IntList ret = IntList() - for i in range(findexes.len): - s = findexes.arr[i] - if s < 0: continue - idx = 0 - while idx < num_links * 2: - if sent_links[idx] == s: - j = eindexes.index(sent_links[idx+1]) - ret.append(i * ALIGNMENT_CODE + j) - idx += 2 - return ret - - cdef extract(self, Phrase phrase, Matching* matching, int* chunklen, int num_chunks): - cdef int* sent_links, *e_links_low, *e_links_high, *f_links_low, *f_links_high - cdef int *f_gap_low, *f_gap_high, *e_gap_low, *e_gap_high, num_gaps, gap_start - cdef int i, j, k, e_i, f_i, num_links, num_aligned_chunks, met_constraints, x - cdef int f_low, f_high, e_low, e_high, f_back_low, f_back_high - cdef int e_sent_start, e_sent_end, f_sent_start, f_sent_end, e_sent_len, f_sent_len - cdef int e_word_count, f_x_low, f_x_high, e_x_low, e_x_high, phrase_len - cdef float pair_count - cdef extracts, phrase_list - cdef IntList fphr_arr - cdef Phrase fphr - cdef reason_for_failure - - fphr_arr = IntList() - phrase_len = phrase.n - extracts = [] - sent_links = self.alignment._get_sent_links(matching.sent_id, &num_links) - - e_sent_start = self.eda.sent_index.arr[matching.sent_id] - e_sent_end = self.eda.sent_index.arr[matching.sent_id+1] - e_sent_len = e_sent_end - e_sent_start - 1 - f_sent_start = self.fda.sent_index.arr[matching.sent_id] - f_sent_end = self.fda.sent_index.arr[matching.sent_id+1] - f_sent_len = f_sent_end - f_sent_start - 1 - - self.findexes1.reset() - sofar = 0 - for i in range(num_chunks): - for j in range(chunklen[i]): - self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); - sofar += 1 - if i+1 < num_chunks: - self.findexes1.append(phrase[sofar]) - sofar += 1 - - - e_links_low = malloc(e_sent_len*sizeof(int)) - e_links_high = malloc(e_sent_len*sizeof(int)) - f_links_low = malloc(f_sent_len*sizeof(int)) - f_links_high = malloc(f_sent_len*sizeof(int)) - f_gap_low = malloc((num_chunks+1)*sizeof(int)) - f_gap_high = malloc((num_chunks+1)*sizeof(int)) - e_gap_low = malloc((num_chunks+1)*sizeof(int)) - e_gap_high = malloc((num_chunks+1)*sizeof(int)) - memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) - memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) - - reason_for_failure = "" - - for i from 0 <= i < e_sent_len: - e_links_low[i] = -1 - e_links_high[i] = -1 - for i from 0 <= i < f_sent_len: - f_links_low[i] = -1 - f_links_high[i] = -1 - - # this is really inefficient -- might be good to - # somehow replace with binary search just for the f - # links that we care about (but then how to look up - # when we want to check something on the e side?) - i = 0 - while i < num_links*2: - f_i = sent_links[i] - e_i = sent_links[i+1] - if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - f_links_low[f_i] = e_i - if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - f_links_high[f_i] = e_i + 1 - if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - e_links_low[e_i] = f_i - if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - e_links_high[e_i] = f_i + 1 - i = i + 2 - - als = [] - for x in range(matching.start,matching.end): - al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) - als.append(al) - # check all source-side alignment constraints - met_constraints = 1 - if self.require_aligned_terminal: - num_aligned_chunks = 0 - for i from 0 <= i < num_chunks: - for j from 0 <= j < chunklen[i]: - if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - num_aligned_chunks = num_aligned_chunks + 1 - break - if num_aligned_chunks == 0: - reason_for_failure = "No aligned terminals" - met_constraints = 0 - if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - reason_for_failure = "Unaligned chunk" - met_constraints = 0 - - if met_constraints and self.tight_phrases: - # outside edge constraints are checked later - for i from 0 <= i < num_chunks-1: - if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: - reason_for_failure = "Gaps are not tight phrases" - met_constraints = 0 - break - if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - reason_for_failure = "Gaps are not tight phrases" - met_constraints = 0 - break - - f_low = matching.arr[matching.start] - f_sent_start - f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start - if met_constraints: - - if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - self.train_min_gap_size, 0, - self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): - gap_error = 0 - num_gaps = 0 - - if f_back_low < f_low: - f_gap_low[0] = f_back_low - f_gap_high[0] = f_low - num_gaps = 1 - gap_start = 0 - phrase_len = phrase_len+1 - if phrase_len > self.max_length: - gap_error = 1 - if self.tight_phrases: - if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - gap_error = 1 - reason_for_failure = "Inside edges of preceding subphrase are not tight" - else: - gap_start = 1 - if self.tight_phrases and f_links_low[f_low] == -1: - # this is not a hard error. we can't extract this phrase - # but we still might be able to extract a superphrase - met_constraints = 0 - - for i from 0 <= i < matching.size - 1: - f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start - f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start - num_gaps = num_gaps + 1 - - if f_high < f_back_high: - f_gap_low[gap_start+num_gaps] = f_high - f_gap_high[gap_start+num_gaps] = f_back_high - num_gaps = num_gaps + 1 - phrase_len = phrase_len+1 - if phrase_len > self.max_length: - gap_error = 1 - if self.tight_phrases: - if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - gap_error = 1 - reason_for_failure = "Inside edges of following subphrase are not tight" - else: - if self.tight_phrases and f_links_low[f_high-1] == -1: - met_constraints = 0 - - if gap_error == 0: - e_word_count = e_high - e_low - for i from 0 <= i < num_gaps: # check integrity of subphrases - if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], - f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, - f_gap_low+gap_start+i, f_gap_high+gap_start+i, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 0, 0, 0, 0, 0, 0, 0) == 0: - gap_error = 1 - reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) - break - - if gap_error == 0: - i = 1 - self.findexes.reset() - if f_back_low < f_low: - fphr_arr._append(sym_setindex(self.category, i)) - i = i+1 - self.findexes.append(sym_setindex(self.category, i)) - self.findexes.extend(self.findexes1) - for j from 0 <= j < phrase.n: - if sym_isvar(phrase.syms[j]): - fphr_arr._append(sym_setindex(self.category, i)) - i = i + 1 - else: - fphr_arr._append(phrase.syms[j]) - if f_back_high > f_high: - fphr_arr._append(sym_setindex(self.category, i)) - self.findexes.append(sym_setindex(self.category, i)) - - fphr = Phrase(fphr_arr) - if met_constraints: - phrase_list = self.extract_phrases(e_low, e_high, e_gap_low + gap_start, e_gap_high + gap_start, e_links_low, num_gaps, - f_back_low, f_back_high, f_gap_low + gap_start, f_gap_high + gap_start, f_links_low, - matching.sent_id, e_sent_len, e_sent_start) - if len(phrase_list) > 0: - pair_count = 1.0 / len(phrase_list) - else: - pair_count = 0 - reason_for_failure = "Didn't extract anything from [%d, %d] -> [%d, %d]" % (f_back_low, f_back_high, e_low, e_high) - for phrase2, eindexes in phrase_list: - als1 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) - extracts.append((fphr, phrase2, pair_count, tuple(als1))) - if (num_gaps < self.max_nonterminals and - phrase_len < self.max_length and - f_back_high - f_back_low + self.train_min_gap_size <= self.train_max_initial_size): - if (f_back_low == f_low and - f_low >= self.train_min_gap_size and - ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_back_high-1] != -1))): - f_x_low = f_low-self.train_min_gap_size - met_constraints = 1 - if self.tight_phrases: - while f_x_low >= 0 and f_links_low[f_x_low] == -1: - f_x_low = f_x_low - 1 - if f_x_low < 0 or f_back_high - f_x_low > self.train_max_initial_size: - met_constraints = 0 - - if (met_constraints and - (self.find_fixpoint(f_x_low, f_back_high, - f_links_low, f_links_high, e_links_low, e_links_high, - e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 1, 1, 1, 1, 0, 1, 0) == 1) and - ((not self.tight_phrases) or f_links_low[f_x_low] != -1) and - self.find_fixpoint(f_x_low, f_low, # check integrity of new subphrase - f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 0, 0, 0, 0, 0, 0, 0)): - fphr_arr._clear() - i = 1 - self.findexes.reset() - self.findexes.append(sym_setindex(self.category, i)) - fphr_arr._append(sym_setindex(self.category, i)) - i = i+1 - self.findexes.extend(self.findexes1) - for j from 0 <= j < phrase.n: - if sym_isvar(phrase.syms[j]): - fphr_arr._append(sym_setindex(self.category, i)) - i = i + 1 - else: - fphr_arr._append(phrase.syms[j]) - if f_back_high > f_high: - fphr_arr._append(sym_setindex(self.category, i)) - self.findexes.append(sym_setindex(self.category, i)) - fphr = Phrase(fphr_arr) - phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+1, - f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, matching.sent_id, - e_sent_len, e_sent_start) - if len(phrase_list) > 0: - pair_count = 1.0 / len(phrase_list) - else: - pair_count = 0 - for phrase2, eindexes in phrase_list: - als2 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) - extracts.append((fphr, phrase2, pair_count, tuple(als2))) - - if (f_back_high == f_high and - f_sent_len - f_high >= self.train_min_gap_size and - ((not self.tight_phrases) or (f_links_low[f_high] != -1 and f_links_low[f_back_low] != -1))): - f_x_high = f_high+self.train_min_gap_size - met_constraints = 1 - if self.tight_phrases: - while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: - f_x_high = f_x_high + 1 - if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size: - met_constraints = 0 - - if (met_constraints and - self.find_fixpoint(f_back_low, f_x_high, - f_links_low, f_links_high, e_links_low, e_links_high, - e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 1, 1, 1, 0, 1, 1, 0) and - ((not self.tight_phrases) or f_links_low[f_x_high-1] != -1) and - self.find_fixpoint(f_high, f_x_high, - f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, e_gap_low+gap_start+num_gaps, e_gap_high+gap_start+num_gaps, - f_gap_low+gap_start+num_gaps, f_gap_high+gap_start+num_gaps, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 0, 0, 0, 0, 0, 0, 0)): - fphr_arr._clear() - i = 1 - self.findexes.reset() - if f_back_low < f_low: - fphr_arr._append(sym_setindex(self.category, i)) - i = i+1 - self.findexes.append(sym_setindex(self.category, i)) - self.findexes.extend(self.findexes1) - for j from 0 <= j < phrase.n: - if sym_isvar(phrase.syms[j]): - fphr_arr._append(sym_setindex(self.category, i)) - i = i + 1 - else: - fphr_arr._append(phrase.syms[j]) - fphr_arr._append(sym_setindex(self.category, i)) - self.findexes.append(sym_setindex(self.category, i)) - fphr = Phrase(fphr_arr) - phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low+gap_start, e_gap_high+gap_start, e_links_low, num_gaps+1, - f_x_low, f_x_high, f_gap_low+gap_start, f_gap_high+gap_start, f_links_low, - matching.sent_id, e_sent_len, e_sent_start) - if len(phrase_list) > 0: - pair_count = 1.0 / len(phrase_list) - else: - pair_count = 0 - for phrase2, eindexes in phrase_list: - als3 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) - extracts.append((fphr, phrase2, pair_count, tuple(als3))) - if (num_gaps < self.max_nonterminals - 1 and - phrase_len+1 < self.max_length and - f_back_high == f_high and - f_back_low == f_low and - f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and - f_low >= self.train_min_gap_size and - f_high <= f_sent_len - self.train_min_gap_size and - ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): - - met_constraints = 1 - f_x_low = f_low-self.train_min_gap_size - if self.tight_phrases: - while f_x_low >= 0 and f_links_low[f_x_low] == -1: - f_x_low = f_x_low - 1 - if f_x_low < 0: - met_constraints = 0 - - f_x_high = f_high+self.train_min_gap_size - if self.tight_phrases: - while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: - f_x_high = f_x_high + 1 - if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: - met_constraints = 0 - - if (met_constraints and - (self.find_fixpoint(f_x_low, f_x_high, - f_links_low, f_links_high, e_links_low, e_links_high, - e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 1, 1, 2, 1, 1, 1, 1) == 1) and - ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and - self.find_fixpoint(f_x_low, f_low, - f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 0, 0, 0, 0, 0, 0, 0) and - self.find_fixpoint(f_high, f_x_high, - f_links_low, f_links_high, e_links_low, e_links_high, - -1, -1, e_gap_low+1+num_gaps, e_gap_high+1+num_gaps, - f_gap_low+1+num_gaps, f_gap_high+1+num_gaps, - f_sent_len, e_sent_len, - self.train_max_initial_size, self.train_max_initial_size, - 0, 0, 0, 0, 0, 0, 0)): - fphr_arr._clear() - i = 1 - self.findexes.reset() - self.findexes.append(sym_setindex(self.category, i)) - fphr_arr._append(sym_setindex(self.category, i)) - i = i+1 - self.findexes.extend(self.findexes1) - for j from 0 <= j < phrase.n: - if sym_isvar(phrase.syms[j]): - fphr_arr._append(sym_setindex(self.category, i)) - i = i + 1 - else: - fphr_arr._append(phrase.syms[j]) - fphr_arr._append(sym_setindex(self.category, i)) - self.findexes.append(sym_setindex(self.category, i)) - fphr = Phrase(fphr_arr) - phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+2, - f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, - matching.sent_id, e_sent_len, e_sent_start) - if len(phrase_list) > 0: - pair_count = 1.0 / len(phrase_list) - else: - pair_count = 0 - for phrase2, eindexes in phrase_list: - als4 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) - extracts.append((fphr, phrase2, pair_count, tuple(als4))) - else: - reason_for_failure = "Unable to extract basic phrase" - - free(sent_links) - free(f_links_low) - free(f_links_high) - free(e_links_low) - free(e_links_high) - free(f_gap_low) - free(f_gap_high) - free(e_gap_low) - free(e_gap_high) - - return extracts - - # - # Online grammar extraction handling - # - - # Aggregate stats from a training instance - # (Extract rules, update counts) - def add_instance(self, f_words, e_words, alignment): - - self.online = True - - # Rules extracted from this instance - # Track span of lexical items (terminals) to make - # sure we don't extract the same rule for the same - # span more than once. - # (f, e, al, lex_f_i, lex_f_j) - rules = set() - - f_len = len(f_words) - e_len = len(e_words) - - # Pre-compute alignment info - al = [[] for i in range(f_len)] - fe_span = [[e_len + 1, -1] for i in range(f_len)] - ef_span = [[f_len + 1, -1] for i in range(e_len)] - for f, e in alignment: - al[f].append(e) - fe_span[f][0] = min(fe_span[f][0], e) - fe_span[f][1] = max(fe_span[f][1], e) - ef_span[e][0] = min(ef_span[e][0], f) - ef_span[e][1] = max(ef_span[e][1], f) - - # Target side word coverage - cover = [0] * e_len - # Non-terminal coverage - f_nt_cover = [0] * f_len - e_nt_cover = [0] * e_len - - # Extract all possible hierarchical phrases starting at a source index - # f_ i and j are current, e_ i and j are previous - # We care _considering_ f_j, so it is not yet in counts - def extract(f_i, f_j, e_i, e_j, min_bound, wc, links, nt, nt_open): - # Phrase extraction limits - if f_j > (f_len - 1) or (f_j - f_i) + 1 > self.max_initial_size: - return - # Unaligned word - if not al[f_j]: - # Adjacent to non-terminal: extend (non-terminal now open) - if nt and nt[-1][2] == f_j - 1: - nt[-1][2] += 1 - extract(f_i, f_j + 1, e_i, e_j, min_bound, wc, links, nt, True) - nt[-1][2] -= 1 - # Unless non-terminal already open, always extend with word - # Make sure adding a word doesn't exceed length - if not nt_open and wc < self.max_length: - extract(f_i, f_j + 1, e_i, e_j, min_bound, wc + 1, links, nt, False) - return - # Aligned word - link_i = fe_span[f_j][0] - link_j = fe_span[f_j][1] - new_e_i = min(link_i, e_i) - new_e_j = max(link_j, e_j) - # Check reverse links of newly covered words to see if they violate left - # bound (return) or extend minimum right bound for chunk - new_min_bound = min_bound - # First aligned word creates span - if e_j == -1: - for i from new_e_i <= i <= new_e_j: - if ef_span[i][0] < f_i: - return - new_min_bound = max(new_min_bound, ef_span[i][1]) - # Other aligned words extend span - else: - for i from new_e_i <= i < e_i: - if ef_span[i][0] < f_i: - return - new_min_bound = max(new_min_bound, ef_span[i][1]) - for i from e_j < i <= new_e_j: - if ef_span[i][0] < f_i: - return - new_min_bound = max(new_min_bound, ef_span[i][1]) - # Extract, extend with word (unless non-terminal open) - if not nt_open: - nt_collision = False - for link in al[f_j]: - if e_nt_cover[link]: - nt_collision = True - # Non-terminal collisions block word extraction and extension, but - # may be okay for continuing non-terminals - if not nt_collision and wc < self.max_length: - plus_links = [] - for link in al[f_j]: - plus_links.append((f_j, link)) - cover[link] += 1 - links.append(plus_links) - if links and f_j >= new_min_bound: - rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links)) - extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc + 1, links, nt, False) - links.pop() - for link in al[f_j]: - cover[link] -= 1 - # Try to add a word to current non-terminal (if any), extract, extend - if nt and nt[-1][2] == f_j - 1: - # Add to non-terminal, checking for collisions - old_last_nt = nt[-1][:] - nt[-1][2] = f_j - if link_i < nt[-1][3]: - if not span_check(cover, link_i, nt[-1][3] - 1): - nt[-1] = old_last_nt - return - span_inc(cover, link_i, nt[-1][3] - 1) - span_inc(e_nt_cover, link_i, nt[-1][3] - 1) - nt[-1][3] = link_i - if link_j > nt[-1][4]: - if not span_check(cover, nt[-1][4] + 1, link_j): - nt[-1] = old_last_nt - return - span_inc(cover, nt[-1][4] + 1, link_j) - span_inc(e_nt_cover, nt[-1][4] + 1, link_j) - nt[-1][4] = link_j - if links and f_j >= new_min_bound: - rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links)) - extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc, links, nt, False) - nt[-1] = old_last_nt - if link_i < nt[-1][3]: - span_dec(cover, link_i, nt[-1][3] - 1) - span_dec(e_nt_cover, link_i, nt[-1][3] - 1) - if link_j > nt[-1][4]: - span_dec(cover, nt[-1][4] + 1, link_j) - span_dec(e_nt_cover, nt[-1][4] + 1, link_j) - # Try to start a new non-terminal, extract, extend - if (not nt or f_j - nt[-1][2] > 1) and wc < self.max_length and len(nt) < self.max_nonterminals: - # Check for collisions - if not span_check(cover, link_i, link_j): - return - span_inc(cover, link_i, link_j) - span_inc(e_nt_cover, link_i, link_j) - nt.append([(nt[-1][0] + 1) if nt else 1, f_j, f_j, link_i, link_j]) - # Require at least one word in phrase - if links and f_j >= new_min_bound: - rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links)) - extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc + 1, links, nt, False) - nt.pop() - span_dec(cover, link_i, link_j) - span_dec(e_nt_cover, link_i, link_j) - - # Try to extract phrases from every f index - for f_i from 0 <= f_i < f_len: - # Skip if phrases won't be tight on left side - if not al[f_i]: - continue - extract(f_i, f_i, f_len + 1, -1, f_i, 0, [], [], False) - - # Update possible phrases (samples) - # This could be more efficiently integrated with extraction - # at the cost of readability - for f, lex_i, lex_j in self.get_f_phrases(f_words): - self.samples_f[f] += 1 - - # Update phrase counts - for rule in rules: - (f_ph, e_ph, al) = rule[:3] - self.phrases_f[f_ph] += 1 - self.phrases_e[e_ph] += 1 - self.phrases_fe[f_ph][e_ph] += 1 - if not self.phrases_al[f_ph][e_ph]: - self.phrases_al[f_ph][e_ph] = al - - # Update Bilexical counts - for e_w in e_words: - self.bilex_e[e_w] += 1 - for f_w in f_words: - self.bilex_f[f_w] += 1 - for e_w in e_words: - self.bilex_fe[f_w][e_w] += 1 - - # Create a rule from source, target, non-terminals, and alignments - def form_rule(self, f_i, e_i, f_span, e_span, nt, al): - - # Substitute in non-terminals - nt_inv = sorted(nt, cmp=lambda x, y: cmp(x[3], y[3])) - f_sym = list(f_span[:]) - off = f_i - for next_nt in nt: - nt_len = (next_nt[2] - next_nt[1]) + 1 - i = 0 - while i < nt_len: - f_sym.pop(next_nt[1] - off) - i += 1 - f_sym.insert(next_nt[1] - off, sym_setindex(self.category, next_nt[0])) - off += (nt_len - 1) - e_sym = list(e_span[:]) - off = e_i - for next_nt in nt_inv: - nt_len = (next_nt[4] - next_nt[3]) + 1 - i = 0 - while i < nt_len: - e_sym.pop(next_nt[3] - off) - i += 1 - e_sym.insert(next_nt[3] - off, sym_setindex(self.category, next_nt[0])) - off += (nt_len - 1) - - # Adjusting alignment links takes some doing - links = [list(link) for sub in al for link in sub] - links_inv = sorted(links, cmp=lambda x, y: cmp(x[1], y[1])) - links_len = len(links) - nt_len = len(nt) - nt_i = 0 - off = f_i - i = 0 - while i < links_len: - while nt_i < nt_len and links[i][0] > nt[nt_i][1]: - off += (nt[nt_i][2] - nt[nt_i][1]) - nt_i += 1 - links[i][0] -= off - i += 1 - nt_i = 0 - off = e_i - i = 0 - while i < links_len: - while nt_i < nt_len and links_inv[i][1] > nt_inv[nt_i][3]: - off += (nt_inv[nt_i][4] - nt_inv[nt_i][3]) - nt_i += 1 - links_inv[i][1] -= off - i += 1 - - # Find lexical span - lex_f_i = f_i - lex_f_j = f_i + (len(f_span) - 1) - if nt: - if nt[0][1] == lex_f_i: - lex_f_i += (nt[0][2] - nt[0][1]) + 1 - if nt[-1][2] == lex_f_j: - lex_f_j -= (nt[-1][2] - nt[-1][1]) + 1 - - # Create rule (f_phrase, e_phrase, links, f_link_min, f_link_max) - f = Phrase(f_sym) - e = Phrase(e_sym) - a = tuple(self.alignment.link(i, j) for i, j in links) - return (f, e, a, lex_f_i, lex_f_j) - - # Rule string from rule - def fmt_rule(self, f, e, a): - a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a) - return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str) - - # Debugging - def dump_online_stats(self): - logger.info('------------------------------') - logger.info(' Online Stats ') - logger.info('------------------------------') - logger.info('f') - for w in self.bilex_f: - logger.info(sym_tostring(w) + ' : ' + str(self.bilex_f[w])) - logger.info('e') - for w in self.bilex_e: - logger.info(sym_tostring(w) + ' : ' + str(self.bilex_e[w])) - logger.info('fe') - for w in self.bilex_fe: - for w2 in self.bilex_fe[w]: - logger.info(sym_tostring(w) + ' : ' + sym_tostring(w2) + ' : ' + str(self.bilex_fe[w][w2])) - logger.info('F') - for ph in self.phrases_f: - logger.info(str(ph) + ' ||| ' + str(self.phrases_f[ph])) - logger.info('E') - for ph in self.phrases_e: - logger.info(str(ph) + ' ||| ' + str(self.phrases_e[ph])) - logger.info('FE') - self.dump_online_rules() - - def dump_online_rules(self): - for ph in self.phrases_fe: - for ph2 in self.phrases_fe[ph]: - logger.info(self.fmt_rule(str(ph), str(ph2), self.phrases_al[ph][ph2]) + ' ||| ' + str(self.phrases_fe[ph][ph2])) - - # Lookup online stats for phrase pair (f, e). Return None if no match. - # IMPORTANT: use get() to avoid adding items to defaultdict - def online_ctx_lookup(self, f, e): - if self.online: - fcount = self.phrases_f.get(f, 0) - fsample_count = self.samples_f.get(f, 0) - d = self.phrases_fe.get(f, None) - paircount = d.get(e, 0) if d else 0 - return OnlineFeatureContext(fcount, fsample_count, paircount, self.bilex_f, self.bilex_e, self.bilex_fe) - return None - - # Find all phrases that we might try to extract - # (Used for EGivenFCoherent) - # Return set of (fphrase, lex_i, lex_j) - def get_f_phrases(self, f_words): - - f_len = len(f_words) - phrases = set() # (fphrase, lex_i, lex_j) - - def extract(f_i, f_j, lex_i, lex_j, wc, ntc, syms): - # Phrase extraction limits - if f_j > (f_len - 1) or (f_j - f_i) + 1 > self.max_initial_size: - return - # Extend with word - if wc + ntc < self.max_length: - syms.append(f_words[f_j]) - f = Phrase(syms) - new_lex_i = min(lex_i, f_j) - new_lex_j = max(lex_j, f_j) - phrases.add((f, new_lex_i, new_lex_j)) - extract(f_i, f_j + 1, new_lex_i, new_lex_j, wc + 1, ntc, syms) - syms.pop() - # Extend with existing non-terminal - if syms and sym_isvar(syms[-1]): - # Don't re-extract the same phrase - extract(f_i, f_j + 1, lex_i, lex_j, wc, ntc, syms) - # Extend with new non-terminal - if wc + ntc < self.max_length: - if not syms or (ntc < self.max_nonterminals and not sym_isvar(syms[-1])): - syms.append(sym_setindex(self.category, ntc + 1)) - f = Phrase(syms) - if wc > 0: - phrases.add((f, lex_i, lex_j)) - extract(f_i, f_j + 1, lex_i, lex_j, wc, ntc + 1, syms) - syms.pop() - - # Try to extract phrases from every f index - for f_i from 0 <= f_i < f_len: - extract(f_i, f_i, f_len, -1, 0, 0, []) - - return phrases - -# Spans are _inclusive_ on both ends [i, j] -def span_check(vec, i, j): - k = i - while k <= j: - if vec[k]: - return False - k += 1 - return True - -def span_inc(vec, i, j): - k = i - while k <= j: - vec[k] += 1 - k += 1 - -def span_dec(vec, i, j): - k = i - while k <= j: - vec[k] -= 1 - k += 1 diff --git a/python/src/sa/str_map.pxi b/python/src/sa/str_map.pxi deleted file mode 100644 index 3a8439a4..00000000 --- a/python/src/sa/str_map.pxi +++ /dev/null @@ -1,23 +0,0 @@ -cdef extern from "strmap.h": - ctypedef struct StrMap - StrMap* stringmap_new() - void stringmap_delete(StrMap *vocab) - int stringmap_index(StrMap *vocab, char *s) - char* stringmap_word(StrMap *vocab, int i) - -cdef class StringMap: - cdef StrMap *vocab - cdef char *word(self, int i) - cdef int index(self, char *s) - - def __cinit__(self): - self.vocab = stringmap_new() - - def __dealloc__(self): - stringmap_delete(self.vocab) - - cdef char *word(self, int i): - return stringmap_word(self.vocab, i) - - cdef int index(self, char *s): - return stringmap_index(self.vocab, s) diff --git a/python/src/sa/strmap.cc b/python/src/sa/strmap.cc deleted file mode 100644 index 5040477e..00000000 --- a/python/src/sa/strmap.cc +++ /dev/null @@ -1,232 +0,0 @@ -#include "strmap.h" - -#include -#include -#include -#include - -using namespace std; -using namespace std::tr1; - -#undef HAVE_64_BITS - -#if INTPTR_MAX == INT32_MAX -# define HAVE_64_BITS 0 -#elif INTPTR_MAX >= INT64_MAX -# define HAVE_64_BITS 1 -#else -# error "couldn't tell if HAVE_64_BITS from INTPTR_MAX INT32_MAX INT64_MAX" -#endif - -typedef uintptr_t MurmurInt; - -// MurmurHash2, by Austin Appleby - -static const uint32_t DEFAULT_SEED=2654435769U; - -#if HAVE_64_BITS -//MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED); - -inline uint64_t MurmurHash64( const void * key, int len, unsigned int seed=DEFAULT_SEED ) -{ - const uint64_t m = 0xc6a4a7935bd1e995ULL; - const int r = 47; - - uint64_t h = seed ^ (len * m); - - const uint64_t * data = (const uint64_t *)key; - const uint64_t * end = data + (len/8); - - while(data != end) - { - uint64_t k = *data++; - - k *= m; - k ^= k >> r; - k *= m; - - h ^= k; - h *= m; - } - - const unsigned char * data2 = (const unsigned char*)data; - - switch(len & 7) - { - case 7: h ^= uint64_t(data2[6]) << 48; - case 6: h ^= uint64_t(data2[5]) << 40; - case 5: h ^= uint64_t(data2[4]) << 32; - case 4: h ^= uint64_t(data2[3]) << 24; - case 3: h ^= uint64_t(data2[2]) << 16; - case 2: h ^= uint64_t(data2[1]) << 8; - case 1: h ^= uint64_t(data2[0]); - h *= m; - }; - - h ^= h >> r; - h *= m; - h ^= h >> r; - - return h; -} - -inline uint32_t MurmurHash32(void const *key, int len, uint32_t seed=DEFAULT_SEED) -{ - return (uint32_t) MurmurHash64(key,len,seed); -} - -inline MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED) -{ - return MurmurHash64(key,len,seed); -} - -#else -// 32-bit - -// Note - This code makes a few assumptions about how your machine behaves - -// 1. We can read a 4-byte value from any address without crashing -// 2. sizeof(int) == 4 -inline uint32_t MurmurHash32 ( const void * key, int len, uint32_t seed=DEFAULT_SEED) -{ - // 'm' and 'r' are mixing constants generated offline. - // They're not really 'magic', they just happen to work well. - - const uint32_t m = 0x5bd1e995; - const int r = 24; - - // Initialize the hash to a 'random' value - - uint32_t h = seed ^ len; - - // Mix 4 bytes at a time into the hash - - const unsigned char * data = (const unsigned char *)key; - - while(len >= 4) - { - uint32_t k = *(uint32_t *)data; - - k *= m; - k ^= k >> r; - k *= m; - - h *= m; - h ^= k; - - data += 4; - len -= 4; - } - - // Handle the last few bytes of the input array - - switch(len) - { - case 3: h ^= data[2] << 16; - case 2: h ^= data[1] << 8; - case 1: h ^= data[0]; - h *= m; - }; - - // Do a few final mixes of the hash to ensure the last few - // bytes are well-incorporated. - - h ^= h >> 13; - h *= m; - h ^= h >> 15; - - return h; -} - -inline MurmurInt MurmurHash ( const void * key, int len, uint32_t seed=DEFAULT_SEED) { - return MurmurHash32(key,len,seed); -} - -// 64-bit hash for 32-bit platforms - -inline uint64_t MurmurHash64 ( const void * key, int len, uint32_t seed=DEFAULT_SEED) -{ - const uint32_t m = 0x5bd1e995; - const int r = 24; - - uint32_t h1 = seed ^ len; - uint32_t h2 = 0; - - const uint32_t * data = (const uint32_t *)key; - - while(len >= 8) - { - uint32_t k1 = *data++; - k1 *= m; k1 ^= k1 >> r; k1 *= m; - h1 *= m; h1 ^= k1; - len -= 4; - - uint32_t k2 = *data++; - k2 *= m; k2 ^= k2 >> r; k2 *= m; - h2 *= m; h2 ^= k2; - len -= 4; - } - - if(len >= 4) - { - uint32_t k1 = *data++; - k1 *= m; k1 ^= k1 >> r; k1 *= m; - h1 *= m; h1 ^= k1; - len -= 4; - } - - switch(len) - { - case 3: h2 ^= ((unsigned char*)data)[2] << 16; - case 2: h2 ^= ((unsigned char*)data)[1] << 8; - case 1: h2 ^= ((unsigned char*)data)[0]; - h2 *= m; - }; - - h1 ^= h2 >> 18; h1 *= m; - h2 ^= h1 >> 22; h2 *= m; - h1 ^= h2 >> 17; h1 *= m; - h2 ^= h1 >> 19; h2 *= m; - - uint64_t h = h1; - - h = (h << 32) | h2; - - return h; -} - -#endif -//32bit - -struct MurmurHasher { - size_t operator()(const string& s) const { - return MurmurHash(s.c_str(), s.size()); - } -}; - -struct StrMap { - StrMap() { keys_.reserve(10000); keys_.push_back(""); map_[keys_[0]] = 0; } - unordered_map map_; - vector keys_; -}; - -StrMap* stringmap_new() { - return new StrMap; -} - -void stringmap_delete(StrMap *vocab) { - delete vocab; -} - -int stringmap_index(StrMap *vocab, char *s) { - int& cell = vocab->map_[s]; - if (!cell) { - cell = vocab->keys_.size(); - vocab->keys_.push_back(s); - } - return cell; -} - -char* stringmap_word(StrMap *vocab, int i) { - return const_cast(vocab->keys_[i].c_str()); -} - diff --git a/python/src/sa/strmap.h b/python/src/sa/strmap.h deleted file mode 100644 index a218a4c0..00000000 --- a/python/src/sa/strmap.h +++ /dev/null @@ -1,22 +0,0 @@ -#ifndef _STRMAP_H_ -#define _STRMAP_H_ - -#ifdef __cplusplus - extern "C" { -#else - typedef struct StrMap StrMap; /* dummy type to stand in for class */ -#endif - -struct StrMap; - -StrMap* stringmap_new(); -void stringmap_delete(StrMap *vocab); -int stringmap_index(StrMap *vocab, char *s); -char* stringmap_word(StrMap *vocab, int i); - -#ifdef __cplusplus - } -#endif - - -#endif diff --git a/python/src/sa/suffix_array.pxi b/python/src/sa/suffix_array.pxi deleted file mode 100644 index de4adcd9..00000000 --- a/python/src/sa/suffix_array.pxi +++ /dev/null @@ -1,250 +0,0 @@ -# Defines suffix arrays that can be directly written to/read from disk in binary format -# Adam Lopez - -from libc.stdio cimport FILE, fclose, fopen - -cdef class SuffixArray: - cdef DataArray darray - cdef IntList sa - cdef IntList ha - - def __cinit__(self, from_binary=None, from_text=None, side=None): - self.darray = DataArray() - self.sa = IntList() - self.ha = IntList() - if from_binary: - self.read_binary(from_binary) - elif from_text: - self.read_text(from_text, side) - - def __getitem__(self, i): - return self.sa.arr[i] - - def read_text(self, filename, side): - '''Constructs suffix array using the algorithm - of Larsson & Sadahkane (1999)''' - cdef int V, N, i, j, h, a_i, n, current_run, skip - cdef IntList isa, word_count - - self.darray = DataArray(from_text=filename, side=side, use_sent_id=True) - N = len(self.darray) - V = len(self.darray.id2word) - - self.sa = IntList(initial_len=N) - self.ha = IntList(initial_len=V+1) - - isa = IntList(initial_len=N) - word_count = IntList(initial_len=V+1) - - '''Step 1: bucket sort data''' - cdef float sort_start_time = monitor_cpu() - cdef float start_time = sort_start_time - for i from 0 <= i < N: - a_i = self.darray.data.arr[i] - word_count.arr[a_i] = word_count.arr[a_i] + 1 - - n = 0 - for i from 0 <= i < V+1: - self.ha.arr[i] = n - n = n + word_count.arr[i] - word_count.arr[i] = 0 - - for i from 0 <= i < N: - a_i = self.darray.data.arr[i] - self.sa.arr[self.ha.arr[a_i] + word_count.arr[a_i]] = i - isa.arr[i] = self.ha.arr[a_i + 1] - 1 # bucket pointer is last index in bucket - word_count.arr[a_i] = word_count.arr[a_i] + 1 - - '''Determine size of initial runs''' - current_run = 0 - for i from 0 <= i < V+1: - if i < V and self.ha.arr[i+1] - self.ha.arr[i] == 1: - current_run = current_run + 1 - else: - if current_run > 0: - self.sa.arr[self.ha.arr[i] - current_run] = -current_run - current_run = 0 - - logger.info(" Bucket sort took %f seconds", (monitor_cpu() - sort_start_time)) - - '''Step 2: prefix-doubling sort''' - h = 1 - while self.sa.arr[0] != -N: - sort_start_time = monitor_cpu() - logger.debug(" Refining, sort depth = %d", h) - i = 0 - skip = 0 - while i < N: - if self.sa.arr[i] < 0: - skip = skip + self.sa.arr[i] - i = i - self.sa.arr[i] - else: - if skip < 0: - self.sa.arr[i+skip] = skip - skip = 0 - j = isa.arr[self.sa.arr[i]] - self.q3sort(i, j, h, isa) - i = j+1 - if skip < 0: - self.sa.arr[i+skip] = skip - h = h * 2 - logger.debug(" Refinement took %f seconds", (monitor_cpu() - sort_start_time)) - - '''Step 3: read off suffix array from inverse suffix array''' - logger.info(" Finalizing sort...") - for i from 0 <= i < N: - j = isa.arr[i] - self.sa.arr[j] = i - logger.info("Suffix array construction took %f seconds", (monitor_cpu() - start_time)) - - def q3sort(self, int i, int j, int h, IntList isa, pad=""): - '''This is a ternary quicksort. It divides the array into - three partitions: items less than the pivot, items equal - to pivot, and items greater than pivot. The first and last - of these partitions are then recursively sorted''' - cdef int k, midpoint, pval, phead, ptail, tmp - - if j-i < -1: - raise Exception("Unexpected condition found in q3sort: sort from %d to %d" % (i,j)) - if j-i == -1: # recursive base case -- empty interval - return - if (j-i == 0): # recursive base case -- singleton interval - isa.arr[self.sa.arr[i]] = i - self.sa.arr[i] = -1 - return - - # NOTE: choosing the first item as a pivot value resulted in - # stack overflow for some very large buckets. I think there - # is a natural bias towards order due the way the word ids are - # assigned; thus this resulted in the range to the left of the - # pivot being nearly empty. Therefore, choose the middle item. - # If the method of assigning word_id's is changed, this method - # may need to be reconsidered as well. - midpoint = (i+j)/2 - pval = isa.arr[self.sa.arr[midpoint] + h] - if i != midpoint: - tmp = self.sa.arr[midpoint] - self.sa.arr[midpoint] = self.sa.arr[i] - self.sa.arr[i] = tmp - phead = i - ptail = i - - # find the three partitions. phead marks the first element - # of the middle partition, and ptail marks the last element - for k from i+1 <= k < j+1: - if isa.arr[self.sa.arr[k] + h] < pval: - if k > ptail+1: - tmp = self.sa.arr[phead] - self.sa.arr[phead] = self.sa.arr[k] - self.sa.arr[k] = self.sa.arr[ptail+1] - self.sa.arr[ptail+1] = tmp - else: # k == ptail+1 - tmp = self.sa.arr[phead] - self.sa.arr[phead] = self.sa.arr[k] - self.sa.arr[k] = tmp - phead = phead + 1 - ptail = ptail + 1 - else: - if isa.arr[self.sa.arr[k] + h] == pval: - if k > ptail+1: - tmp = self.sa.arr[ptail+1] - self.sa.arr[ptail+1] = self.sa.arr[k] - self.sa.arr[k] = tmp - ptail = ptail + 1 - - # recursively sort smaller suffixes - self.q3sort(i, phead-1, h, isa, pad+" ") - - # update suffixes with pivot value - # corresponds to update_group function in Larsson & Sadakane - for k from phead <= k < ptail+1: - isa.arr[self.sa.arr[k]] = ptail - if phead == ptail: - self.sa.arr[phead] = -1 - - # recursively sort larger suffixes - self.q3sort(ptail+1, j, h, isa, pad+" ") - - - def write_text(self, char* filename): - self.darray.write_text(filename) - - def read_binary(self, char* filename): - cdef FILE *f - f = fopen(filename, "r") - self.darray.read_handle(f) - self.sa.read_handle(f) - self.ha.read_handle(f) - fclose(f) - - def write_binary(self, char* filename): - cdef FILE* f - f = fopen(filename, "w") - self.darray.write_handle(f) - self.sa.write_handle(f) - self.ha.write_handle(f) - fclose(f) - - def write_enhanced(self, char* filename): - with open(filename, "w") as f: - self.darray.write_enhanced_handle(f) - for a_i in self.sa: - f.write("%d " % a_i) - f.write("\n") - for w_i in self.ha: - f.write("%d " % w_i) - f.write("\n") - - cdef int __search_high(self, int word_id, int offset, int low, int high): - cdef int midpoint - - if low >= high: - return high - midpoint = (high + low) / 2 - if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: - return self.__search_high(word_id, offset, midpoint+1, high) - else: - return self.__search_high(word_id, offset, low, midpoint) - - cdef int __search_low(self, int word_id, int offset, int low, int high): - cdef int midpoint - - if low >= high: - return high - midpoint = (high + low) / 2 - if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: - return self.__search_low(word_id, offset, low, midpoint) - else: - return self.__search_low(word_id, offset, midpoint+1, high) - - cdef __get_range(self, int word_id, int offset, int low, int high, int midpoint): - return (self.__search_low(word_id, offset, low, midpoint), - self.__search_high(word_id, offset, midpoint, high)) - - cdef __lookup_helper(self, int word_id, int offset, int low, int high): - cdef int midpoint - - if offset == 0: - return (self.ha.arr[word_id], self.ha.arr[word_id+1]) - if low >= high: - return None - - midpoint = (high + low) / 2 - if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: - return self.__get_range(word_id, offset, low, high, midpoint) - if self.darray.data.arr[self.sa.arr[midpoint] + offset] > word_id: - return self.__lookup_helper(word_id, offset, low, midpoint) - else: - return self.__lookup_helper(word_id, offset, midpoint+1, high) - - def lookup(self, word, int offset, int low, int high): - cdef int wordid - if low == -1: - low = 0 - if high == -1: - high = len(self.sa) - if word in self.darray.word2id: - word_id = self.darray.word2id[word] - return self.__lookup_helper(word_id, offset, low, high) - else: - return None diff --git a/python/src/sa/sym.pxi b/python/src/sa/sym.pxi deleted file mode 100644 index f253aec0..00000000 --- a/python/src/sa/sym.pxi +++ /dev/null @@ -1,125 +0,0 @@ -from libc.string cimport strrchr, strstr, strcpy, strlen -from libc.stdlib cimport malloc, realloc, strtol - -cdef int INDEX_SHIFT = 3 -cdef int INDEX_MASK = (1<= 0 - - cdef int getindex(self, int sym): - return -sym & INDEX_MASK - - cdef int setindex(self, int sym, int ind): - return -(-sym & ~INDEX_MASK | ind) - - cdef int clearindex(self, int sym): - return -(-sym& ~INDEX_MASK) - - cdef int match(self, int sym1, int sym2): - return self.clearindex(sym1) == self.clearindex(sym2); - - cdef char* tocat(self, int sym): - return self.nonterminals.word((-sym >> INDEX_SHIFT)-1) - - cdef int fromcat(self, char *s): - cdef int i - i = self.nonterminals.index(s) - if self.first_nonterminal == -1: - self.first_nonterminal = i - if i > self.last_nonterminal: - self.last_nonterminal = i - return -(i+1 << INDEX_SHIFT) - - cdef char* tostring(self, int sym): - cdef int ind - if self.isvar(sym): - if sym in self.id2sym: - return self.id2sym[sym] - ind = self.getindex(sym) - if ind > 0: - self.id2sym[sym] = "[%s,%d]" % (self.tocat(sym), ind) - else: - self.id2sym[sym] = "[%s]" % self.tocat(sym) - return self.id2sym[sym] - else: - return self.terminals.word(sym) - - cdef int fromstring(self, char *s, bint terminal): - """Warning: this method is allowed to alter s.""" - cdef char *comma - cdef int n - n = strlen(s) - cdef char *sep - sep = strstr(s,"_SEP_") - if n >= 3 and s[0] == c'[' and s[n-1] == c']' and sep == NULL: - if terminal: - s1 = "\\"+s - return self.terminals.index(s1) - s[n-1] = c'\0' - s = s + 1 - comma = strrchr(s, c',') - if comma != NULL: - comma[0] = c'\0' - return self.setindex(self.fromcat(s), strtol(comma+1, NULL, 10)) - else: - return self.fromcat(s) - else: - return self.terminals.index(s) - -cdef Alphabet ALPHABET = Alphabet() - -cdef char* sym_tostring(int sym): - return ALPHABET.tostring(sym) - -cdef char* sym_tocat(int sym): - return ALPHABET.tocat(sym) - -cdef int sym_isvar(int sym): - return ALPHABET.isvar(sym) - -cdef int sym_getindex(int sym): - return ALPHABET.getindex(sym) - -cdef int sym_setindex(int sym, int id): - return ALPHABET.setindex(sym, id) - -cdef int sym_fromstring(char* string, bint terminal): - return ALPHABET.fromstring(string, terminal) - -def isvar(sym): - return sym_isvar(sym) - -def make_lattice(words): - word_ids = (sym_fromstring(word, True) for word in words) - return tuple(((word, None, 1), ) for word in word_ids) - -def decode_lattice(lattice): - return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc - for arc in node for node in lattice) - -def decode_sentence(lattice): - return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice) - -def encode_words(words): - return tuple(sym_fromstring(word, True) for word in words) - -def decode_words(syms): - return tuple(sym_tostring(sym) for sym in syms) \ No newline at end of file diff --git a/python/src/sa/veb.pxi b/python/src/sa/veb.pxi deleted file mode 100644 index 40af3a68..00000000 --- a/python/src/sa/veb.pxi +++ /dev/null @@ -1,392 +0,0 @@ -"""This module implements a partial stratified tree (van Emde Boas, 1977). -Only insert findsucc, __iter__, and __contains__ are implemented. -Delete is currently not supported. -There is very little error-checking in this code -- it is designed -to be used in the limited situation described in Lopez (EMNLP-CoNLL 2007), -which doesn't cover all of the possible ways that you could misuse it -(e.g. trying to insert a key larger than the universe size) -Other notes -- this code is really rather ugly C code masquerading as -Pyrex/Python. Virtual function calls are bypassed by hand in several -places for the sake of efficiency, and other Python niceties are -removed for the same reason.""" - -from libc.stdlib cimport malloc, free -from libc.math cimport log, ceil -from libc.string cimport memset - -cdef int MIN_BOTTOM_SIZE = 32 -cdef int MIN_BOTTOM_BITS = 5 -cdef int LOWER_MASK[32] - -cdef void _init_lower_mask(): - cdef unsigned i - cdef int mask = 0 - for i in range(MIN_BOTTOM_SIZE): - mask = (mask << 1) + 1 - LOWER_MASK[i] = mask - -_init_lower_mask() - -cdef struct _BitSet: - long bitset - int min_val - int max_val - int size - - -cdef _BitSet* new_BitSet(): - cdef _BitSet* b - - b = <_BitSet*> malloc(sizeof(_BitSet)) - b.bitset = 0 - b.min_val = -1 - b.max_val = -1 - b.size = 0 - return b - - -cdef int bitset_findsucc(_BitSet* b, int i): - cdef int bitset, mask - cdef int low, high, mid - - if b.max_val == -1 or i >= b.max_val: - return -1 - if i < b.min_val: - return b.min_val - - bitset = b.bitset & ~LOWER_MASK[i] - low = i+1 - high = b.max_val+1 - while low < high-1: - mid = (high + low)/2 - mask = ~(LOWER_MASK[high-1] ^ LOWER_MASK[mid-1]) - if bitset & mask == 0: - low = mid - else: - bitset = bitset & mask - high = mid - return low - - -cdef int bitset_insert(_BitSet* b, int i): - cdef int val - - val = 1 << i - if b.bitset & val == 0: - b.bitset = b.bitset | val - if b.size == 0: - b.min_val = i - b.max_val = i - else: - if i < b.min_val: - b.min_val = i - if i > b.max_val: - b.max_val = i - b.size = b.size + 1 - return 1 - return 0 - - -cdef int bitset_contains(_BitSet* b, int i): - cdef int val - - val = 1 << i - if b.bitset & val == 0: - return 0 - else: - return 1 - - -cdef class BitSetIterator: - cdef _BitSet* b - cdef int next_val - - def __next__(self): - cdef int ret_val - - if self.next_val == -1: - raise StopIteration() - ret_val = self.next_val - self.next_val = bitset_findsucc(self.b, ret_val) - return ret_val - - - -# This is a Python wrapper class to give access to the -# (entirely C-implemented) _BitSet struct. -# Very slow; use only for debugging -cdef class BitSet: - - cdef _BitSet* b - - def __cinit__(self): - self.b = new_BitSet() - - def __dealloc__(self): - free(self.b) - - def __iter__(self): - cdef BitSetIterator it - it = BitSetIterator() - it.b = self.b - it.next_val = self.b.min_val - return it - - def insert(self, i): - return bitset_insert(self.b, i) - - def findsucc(self, i): - return bitset_findsucc(self.b, i) - - def __str__(self): - return dec2bin(self.b.bitset)+" ("+str(self.b.size)+","+str(self.b.min_val)+","+str(self.b.max_val)+")" - - def min(self): - return self.b.min_val - - def max(self): - return self.b.max_val - - def __len__(self): - return self.b.size - - def __contains__(self, i): - return bool(bitset_contains(self.b, i)) - - -cdef str dec2bin(long i): - cdef str result = "" - cdef unsigned d - for d in range(MIN_BOTTOM_SIZE): - if i & LOWER_MASK[0] == 0: - result = "0"+result - else: - result = "1"+result - i = i >> 1 - return result - -cdef struct _VEB: - int top_universe_size - int num_bottom_bits - int max_val - int min_val - int size - void* top - void** bottom - -cdef _VEB* new_VEB(int n): - cdef _VEB* veb - cdef int num_bits, num_top_bits, i - - veb = <_VEB*> malloc(sizeof(_VEB)) - - num_bits = int(ceil(log(n) / log(2))) - veb.num_bottom_bits = num_bits/2 - if veb.num_bottom_bits < MIN_BOTTOM_BITS: - veb.num_bottom_bits = MIN_BOTTOM_BITS - veb.top_universe_size = (n >> veb.num_bottom_bits) + 1 - - veb.bottom = malloc(veb.top_universe_size * sizeof(void*)) - memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*)) - - if veb.top_universe_size > MIN_BOTTOM_SIZE: - veb.top = new_VEB(veb.top_universe_size) - else: - veb.top = new_BitSet() - - veb.max_val = -1 - veb.min_val = -1 - veb.size = 0 - return veb - - -cdef int VEB_insert(_VEB* veb, int i): - cdef _VEB* subv - cdef _BitSet* subb - cdef int a, b, tmp - - if veb.size == 0: - veb.min_val = i - veb.max_val = i - elif i == veb.min_val or i == veb.max_val: - return 0 - else: - if i < veb.min_val: - tmp = i - i = veb.min_val - veb.min_val = tmp - a = i >> veb.num_bottom_bits - b = i & LOWER_MASK[veb.num_bottom_bits-1] - if veb.bottom[a] == NULL: - if veb.top_universe_size > MIN_BOTTOM_SIZE: - subv = <_VEB*> veb.top - VEB_insert(subv, a) - else: - subb = <_BitSet*> veb.top - bitset_insert(subb, a) - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) - else: - veb.bottom[a] = new_BitSet() - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - subv = <_VEB*> veb.bottom[a] - if VEB_insert(subv, b) == 0: - return 0 - else: - subb = <_BitSet*> veb.bottom[a] - if bitset_insert(subb, b) == 0: - return 0 - - if i > veb.max_val: - veb.max_val = i - veb.size = veb.size + 1 - return 1 - - -cdef del_VEB(_VEB* veb): - cdef int i - - if veb.top_universe_size > MIN_BOTTOM_SIZE: - i = (<_VEB*> veb.top).min_val - else: - i = (<_BitSet*> veb.top).min_val - - while i != -1: - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - del_VEB(<_VEB*> veb.bottom[i]) - else: - free(<_BitSet*> veb.bottom[i]) - - if veb.top_universe_size > MIN_BOTTOM_SIZE: - i = VEB_findsucc(<_VEB*> veb.top, i) - else: - i = bitset_findsucc(<_BitSet*> veb.top, i) - - if veb.top_universe_size > MIN_BOTTOM_SIZE: - del_VEB(<_VEB*> veb.top) - else: - free(<_BitSet*> veb.top) - free(veb.bottom) - free(veb) - - -cdef int VEB_findsucc(_VEB* veb, int i): - cdef _VEB* subv - cdef _BitSet* subb - cdef int a, b, j, c, found - - if veb.max_val == -1 or i>=veb.max_val: - return -1 - if i < veb.min_val: - return veb.min_val - - a = i >> veb.num_bottom_bits - b = i & LOWER_MASK[veb.num_bottom_bits-1] - found = 0 - if veb.bottom[a] != NULL: - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - subv = <_VEB*> veb.bottom[a] - if subv.max_val > b: - j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) - found = 1 - else: - subb = <_BitSet*> veb.bottom[a] - if subb.max_val > b: - j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) - found = 1 - if found==0: - if veb.top_universe_size > MIN_BOTTOM_SIZE: - subv = <_VEB*> veb.top - c = VEB_findsucc(subv, a) - else: - subb = <_BitSet*> veb.top - c = bitset_findsucc(subb, a) - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - subv = <_VEB*> veb.bottom[c] - j = (c << veb.num_bottom_bits) + subv.min_val - else: - subb = <_BitSet*> veb.bottom[c] - j = (c << veb.num_bottom_bits) + subb.min_val - return j - - -cdef int VEB_contains(_VEB* veb, int i): - cdef _VEB* subv - cdef _BitSet* subb - cdef int a, b - - if veb.size == 0 or i < veb.min_val or i > veb.max_val: - return 0 - - if veb.min_val == i: - return 1 - else: - if veb.size == 1: - return 0 - - a = i >> veb.num_bottom_bits - b = i & LOWER_MASK[veb.num_bottom_bits-1] - if veb.bottom[a] == NULL: - return 0 - else: - if veb.num_bottom_bits > MIN_BOTTOM_BITS: - subv = <_VEB*> veb.bottom[a] - return VEB_contains(subv, b) - else: - subb = <_BitSet*> veb.bottom[a] - return bitset_contains(subb, b) - - -cdef class VEBIterator: - cdef _VEB* v - cdef int next_val - - def __next__(self): - cdef int ret_val - - if self.next_val == -1: - raise StopIteration() - ret_val = self.next_val - self.next_val = VEB_findsucc(self.v, ret_val) - return ret_val - - -cdef class VEB: - cdef _VEB* veb - cdef int _findsucc(self, int i) - cdef int _insert(self, int i) - cdef int _first(self) - - def __cinit__(self, int size): - self.veb = new_VEB(size) - - def __dealloc__(self): - del_VEB(self.veb) - - def __iter__(self): - cdef VEBIterator it - it = VEBIterator() - it.v = self.veb - it.next_val = self.veb.min_val - return it - - def insert(self, i): - return VEB_insert(self.veb, i) - - cdef int _insert(self, int i): - return VEB_insert(self.veb, i) - - def findsucc(self, i): - return VEB_findsucc(self.veb, i) - - cdef int _first(self): - return self.veb.min_val - - cdef int _findsucc(self, int i): - return VEB_findsucc(self.veb, i) - - def __len__(self): - return self.veb.size - - def __contains__(self, i): - return VEB_contains(self.veb, i) diff --git a/python/src/utils.pxd b/python/src/utils.pxd deleted file mode 100644 index 687d3ac0..00000000 --- a/python/src/utils.pxd +++ /dev/null @@ -1,97 +0,0 @@ -from libcpp.string cimport string -from libcpp.vector cimport vector -from libcpp.pair cimport pair - -cdef extern from "" namespace "std": - cdef cppclass istream: - pass - cdef cppclass ostream: - pass - cdef cppclass istringstream(istream): - istringstream(char*) - -cdef extern from "utils/weights.h": - ctypedef double weight_t - -cdef extern from "utils/logval.h": - cdef cppclass LogVal[T]: - double as_float() - - ctypedef LogVal[double] prob_t - - double log(prob_t&) - -cdef extern from "utils/wordid.h": - ctypedef int WordID - -cdef extern from "utils/small_vector.h": - cdef cppclass SmallVector[T]: - T& operator[](unsigned) - unsigned size() - -cdef extern from "utils/sparse_vector.h": - cdef cppclass FastSparseVector[T]: - cppclass const_iterator: - const_iterator(FastSparseVector[T]&, bint is_end) - pair[unsigned, T]* ptr "operator->" () - const_iterator& operator++() - bint operator!=(const_iterator&) - FastSparseVector() - FastSparseVector(FastSparseVector[T]&) - const_iterator begin() - const_iterator end() - void init_vector(vector[T]* vp) - T value(unsigned k) - void set_value(unsigned k, T& v) - size_t size() - bint nonzero(unsigned k) - bint operator==(FastSparseVector[T]&) - T dot(vector[weight_t]&) # cython bug when [T] - T dot(FastSparseVector[T]&) - void clear() - - FastSparseVector[weight_t] operator+(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) - FastSparseVector[weight_t] operator-(FastSparseVector[weight_t]&, FastSparseVector[weight_t]&) - FastSparseVector[weight_t] operator*(FastSparseVector[weight_t]&, double&) - FastSparseVector[weight_t] operator/(FastSparseVector[weight_t]&, double&) - ostream operator<<(ostream& out, FastSparseVector[weight_t]& v) - -cdef extern from "utils/weights.h" namespace "Weights": - void InitSparseVector(vector[weight_t]& dv, FastSparseVector[weight_t]* sv) - -cdef extern from "utils/tdict.h" namespace "TD": - string GetString(vector[WordID]& st) - unsigned NumWords() - WordID TDConvert "TD::Convert" (char*) - string& TDConvert "TD::Convert" (WordID) - void ConvertSentence(string& sent, vector[WordID]* ids) - -cdef extern from "utils/verbose.h": - void SetSilent(bint) - -cdef extern from "utils/fdict.h" namespace "FD": - 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]: - shared_ptr(T* ptr) - shared_ptr(shared_ptr& r) - T* get() - -cdef extern from "": - cdef cppclass variable_value "const boost::program_options::variable_value": - string as_str "as" () - - cdef cppclass variables_map "const boost::program_options::variables_map": - unsigned count(char* name) - variable_value& operator[](char* name) diff --git a/python/src/vectors.pxi b/python/src/vectors.pxi deleted file mode 100644 index 46f58fd4..00000000 --- a/python/src/vectors.pxi +++ /dev/null @@ -1,151 +0,0 @@ -from cython.operator cimport preincrement as pinc - -cdef class DenseVector: - cdef vector[weight_t]* vector - cdef bint owned # if True, do not manage memory - - def __init__(self): - """DenseVector() -> Dense weight/feature vector.""" - self.vector = new vector[weight_t]() - self.owned = False - - def __dealloc__(self): - if not self.owned: - del self.vector - - def __len__(self): - return self.vector.size() - - def __getitem__(self, char* fname): - cdef int fid = FDConvert(fname) - if 0 <= fid < self.vector.size(): - return self.vector[0][fid] - raise KeyError(fname) - - def __setitem__(self, char* fname, float value): - cdef int fid = FDConvert(fname) - if fid < 0: raise KeyError(fname) - if self.vector.size() <= fid: - self.vector.resize(fid + 1) - self.vector[0][fid] = value - - def __iter__(self): - cdef unsigned fid - for fid in range(1, self.vector.size()): - yield str(FDConvert(fid).c_str()), self.vector[0][fid] - - def dot(self, SparseVector other): - """vector.dot(SparseVector other) -> Dot product of the two vectors.""" - return other.dot(self) - - def tosparse(self): - """vector.tosparse() -> Equivalent SparseVector.""" - cdef SparseVector sparse = SparseVector.__new__(SparseVector) - sparse.vector = new FastSparseVector[weight_t]() - InitSparseVector(self.vector[0], sparse.vector) - return sparse - -cdef class SparseVector: - cdef FastSparseVector[weight_t]* vector - - def __init__(self): - """SparseVector() -> Sparse feature/weight vector.""" - self.vector = new FastSparseVector[weight_t]() - - def __dealloc__(self): - del self.vector - - def copy(self): - """vector.copy() -> SparseVector copy.""" - return self * 1 - - def __getitem__(self, char* fname): - cdef int fid = FDConvert(fname) - if fid < 0: raise KeyError(fname) - return self.vector.value(fid) - - def __setitem__(self, char* fname, float value): - cdef int fid = FDConvert(fname) - if fid < 0: raise KeyError(fname) - self.vector.set_value(fid, value) - - def __iter__(self): - cdef FastSparseVector[weight_t].const_iterator* it = new FastSparseVector[weight_t].const_iterator(self.vector[0], False) - cdef unsigned i - try: - for i in range(self.vector.size()): - yield (str(FDConvert(it[0].ptr().first).c_str()), it[0].ptr().second) - pinc(it[0]) # ++it - finally: - del it - - def dot(self, other): - """vector.dot(SparseVector/DenseVector other) -> Dot product of the two vectors.""" - if isinstance(other, DenseVector): - return self.vector.dot(( other).vector[0]) - elif isinstance(other, SparseVector): - return self.vector.dot(( other).vector[0]) - raise TypeError('cannot take the dot product of %s and SparseVector' % type(other)) - - def __richcmp__(SparseVector x, SparseVector y, int op): - if op == 2: # == - return x.vector[0] == y.vector[0] - elif op == 3: # != - return not (x == y) - raise NotImplemented('comparison not implemented for SparseVector') - - def __len__(self): - return self.vector.size() - - def __contains__(self, char* fname): - return self.vector.nonzero(FDConvert(fname)) - - def __neg__(self): - cdef SparseVector result = SparseVector.__new__(SparseVector) - result.vector = new FastSparseVector[weight_t](self.vector[0]) - result.vector[0] *= -1.0 - return result - - def __iadd__(SparseVector self, SparseVector other): - self.vector[0] += other.vector[0] - return self - - def __isub__(SparseVector self, SparseVector other): - self.vector[0] -= other.vector[0] - return self - - def __imul__(SparseVector self, float scalar): - self.vector[0] *= scalar - return self - - def __idiv__(SparseVector self, float scalar): - self.vector[0] /= scalar - return self - - def __add__(SparseVector x, SparseVector y): - cdef SparseVector result = SparseVector.__new__(SparseVector) - result.vector = new FastSparseVector[weight_t](x.vector[0] + y.vector[0]) - return result - - def __sub__(SparseVector x, SparseVector y): - cdef SparseVector result = SparseVector.__new__(SparseVector) - result.vector = new FastSparseVector[weight_t](x.vector[0] - y.vector[0]) - return result - - def __mul__(x, y): - cdef SparseVector vector - cdef float scalar - if isinstance(x, SparseVector): vector, scalar = x, y - else: vector, scalar = y, x - cdef SparseVector result = SparseVector.__new__(SparseVector) - result.vector = new FastSparseVector[weight_t](vector.vector[0] * scalar) - return result - - def __div__(x, y): - cdef SparseVector vector - cdef float scalar - if isinstance(x, SparseVector): vector, scalar = x, y - else: vector, scalar = y, x - cdef SparseVector result = SparseVector.__new__(SparseVector) - result.vector = new FastSparseVector[weight_t](vector.vector[0] / scalar) - return result -- cgit v1.2.3