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-rw-r--r--python/src/sa/_sa.c80507
-rw-r--r--python/src/sa/_sa.pxd45
-rw-r--r--python/src/sa/_sa.pyx30
-rw-r--r--python/src/sa/alignment.pxi107
-rw-r--r--python/src/sa/bilex.pxi413
-rw-r--r--python/src/sa/data_array.pxi157
-rw-r--r--python/src/sa/features.pxi33
-rw-r--r--python/src/sa/float_list.pxi73
-rw-r--r--python/src/sa/int_list.pxi178
-rw-r--r--python/src/sa/lcp.pxi89
-rw-r--r--python/src/sa/precomputation.pxi454
-rw-r--r--python/src/sa/rule.pxi192
-rw-r--r--python/src/sa/rulefactory.pxi2224
-rw-r--r--python/src/sa/str_map.pxi23
-rw-r--r--python/src/sa/strmap.cc232
-rw-r--r--python/src/sa/strmap.h22
-rw-r--r--python/src/sa/suffix_array.pxi250
-rw-r--r--python/src/sa/sym.pxi125
-rw-r--r--python/src/sa/veb.pxi392
19 files changed, 0 insertions, 85546 deletions
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 <stddef.h> /* 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
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-#define CYTHON_COMPILING_IN_PYPY 0
-#define CYTHON_COMPILING_IN_CPYTHON 1
-#endif
-#if PY_VERSION_HEX < 0x02050000
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- #define PY_FORMAT_SIZE_T ""
- #define CYTHON_FORMAT_SSIZE_T ""
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- (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"
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-#endif
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- #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
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- #define __Pyx_BUILTIN_MODULE_NAME "builtins"
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-#endif
-#if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6
- #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict")
-#endif
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-#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
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- #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
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- #define PyBytes_ConcatAndDel PyString_ConcatAndDel
-#endif
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- #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
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- 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
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- #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
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- #define __Pyx_DOCSTR(n) ((char *)(n))
-#else
- #define __Pyx_NAMESTR(n) (n)
- #define __Pyx_DOCSTR(n) (n)
-#endif
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- #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 <math.h>
-#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 <omp.h>
-#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;
- PyObject *__pyx_t_0;
- Py_ssize_t __pyx_t_1;
- PyObject *(*__pyx_t_2)(PyObject *);
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":21
- *
- * def __str__(self):
- * return ' '.join('%s=%s' % feat for feat in self) # <<<<<<<<<<<<<<
- *
- * cdef class Scorer:
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr {
- PyObject_HEAD
- struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *__pyx_outer_scope;
- PyObject *__pyx_v_feat;
- PyObject *__pyx_t_0;
- Py_ssize_t __pyx_t_1;
- PyObject *(*__pyx_t_2)(PyObject *);
-};
-
-
-/* "_sa.pxd":12
- * cdef void read_handle(self, FILE* f)
- *
- * cdef class IntList: # <<<<<<<<<<<<<<
- * cdef int size
- * cdef int increment
- */
-struct __pyx_obj_3_sa_IntList {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_IntList *__pyx_vtab;
- int size;
- int increment;
- int len;
- int *arr;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":340
- *
- *
- * cdef class VEBIterator: # <<<<<<<<<<<<<<
- * cdef _VEB* v
- * cdef int next_val
- */
-struct __pyx_obj_3_sa_VEBIterator {
- PyObject_HEAD
- struct __pyx_t_3_sa__VEB *v;
- int next_val;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":47
- *
- *
- * cdef class BiLex: # <<<<<<<<<<<<<<
- * cdef FloatList col1
- * cdef FloatList col2
- */
-struct __pyx_obj_3_sa_BiLex {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_BiLex *__pyx_vtab;
- struct __pyx_obj_3_sa_FloatList *col1;
- struct __pyx_obj_3_sa_FloatList *col2;
- struct __pyx_obj_3_sa_IntList *f_index;
- struct __pyx_obj_3_sa_IntList *e_index;
- PyObject *id2eword;
- PyObject *id2fword;
- PyObject *eword2id;
- PyObject *fword2id;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":354
- *
- *
- * cdef class VEB: # <<<<<<<<<<<<<<
- * cdef _VEB* veb
- * cdef int _findsucc(self, int i)
- */
-struct __pyx_obj_3_sa_VEB {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_VEB *__pyx_vtab;
- struct __pyx_t_3_sa__VEB *veb;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":121
- * return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice)
- *
- * def encode_words(words): # <<<<<<<<<<<<<<
- * return tuple(sym_fromstring(word, True) for word in words)
- *
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words {
- PyObject_HEAD
- PyObject *__pyx_v_words;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":5
- * as k most frequent n-grams"""
- *
- * cdef class LCP: # <<<<<<<<<<<<<<
- * cdef SuffixArray sa
- * cdef IntList lcp
- */
-struct __pyx_obj_3_sa_LCP {
- PyObject_HEAD
- struct __pyx_obj_3_sa_SuffixArray *sa;
- struct __pyx_obj_3_sa_IntList *lcp;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":9
- * from libc.string cimport memset, strcpy
- *
- * cdef class DataArray: # <<<<<<<<<<<<<<
- * cdef public word2id
- * cdef public id2word
- */
-struct __pyx_obj_3_sa_DataArray {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_DataArray *__pyx_vtab;
- PyObject *word2id;
- PyObject *id2word;
- struct __pyx_obj_3_sa_IntList *data;
- struct __pyx_obj_3_sa_IntList *sent_id;
- struct __pyx_obj_3_sa_IntList *sent_index;
- int use_sent_id;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":100
- *
- *
- * cdef class BitSetIterator: # <<<<<<<<<<<<<<
- * cdef _BitSet* b
- * cdef int next_val
- */
-struct __pyx_obj_3_sa_BitSetIterator {
- PyObject_HEAD
- struct __pyx_t_3_sa__BitSet *b;
- int next_val;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2116
- * 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)
- *
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr {
- PyObject_HEAD
- struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *__pyx_outer_scope;
- PyObject *__pyx_v_i;
- PyObject *__pyx_v_j;
- PyObject *__pyx_t_0;
- Py_ssize_t __pyx_t_1;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":188
- *
- *
- * cdef class Precomputation: # <<<<<<<<<<<<<<
- * cdef int precompute_rank
- * cdef int precompute_secondary_rank
- */
-struct __pyx_obj_3_sa_Precomputation {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_Precomputation *__pyx_vtab;
- int precompute_rank;
- int precompute_secondary_rank;
- int max_length;
- int max_nonterminals;
- int train_max_initial_size;
- int train_min_gap_size;
- PyObject *precomputed_index;
- PyObject *precomputed_collocations;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":190
- * return ' ||| '.join(fields)
- *
- * def alignments(self): # <<<<<<<<<<<<<<
- * for point in self.word_alignments:
- * yield point / ALIGNMENT_CODE, point % ALIGNMENT_CODE
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments {
- PyObject_HEAD
- PyObject *__pyx_v_point;
- struct __pyx_obj_3_sa_Rule *__pyx_v_self;
- PyObject *__pyx_t_0;
- Py_ssize_t __pyx_t_1;
- PyObject *(*__pyx_t_2)(PyObject *);
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":125
- *
- * def decode_words(syms):
- * return tuple(sym_tostring(sym) for sym in syms) # <<<<<<<<<<<<<<
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr {
- PyObject_HEAD
- struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *__pyx_outer_scope;
- PyObject *__pyx_v_sym;
- PyObject *__pyx_t_0;
- Py_ssize_t __pyx_t_1;
- PyObject *(*__pyx_t_2)(PyObject *);
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":6
- * from libc.stdio cimport FILE, fclose, fopen
- *
- * cdef class SuffixArray: # <<<<<<<<<<<<<<
- * cdef DataArray darray
- * cdef IntList sa
- */
-struct __pyx_obj_3_sa_SuffixArray {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_SuffixArray *__pyx_vtab;
- struct __pyx_obj_3_sa_DataArray *darray;
- struct __pyx_obj_3_sa_IntList *sa;
- struct __pyx_obj_3_sa_IntList *ha;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":183
- * return self.f.arity()
- *
- * def __str__(self): # <<<<<<<<<<<<<<
- * cdef unsigned i
- * fields = [sym_tostring(self.lhs), str(self.f), str(self.e), str(self.scores)]
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ {
- PyObject_HEAD
- struct __pyx_obj_3_sa_Rule *__pyx_v_self;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":7
- * cdef int INDEX_MASK = (1<<INDEX_SHIFT)-1
- *
- * cdef class Alphabet: # <<<<<<<<<<<<<<
- * cdef readonly StringMap terminals, nonterminals
- * cdef int first_nonterminal, last_nonterminal
- */
-struct __pyx_obj_3_sa_Alphabet {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_Alphabet *__pyx_vtab;
- struct __pyx_obj_3_sa_StringMap *terminals;
- struct __pyx_obj_3_sa_StringMap *nonterminals;
- int first_nonterminal;
- int last_nonterminal;
- PyObject *id2sym;
-};
-
-
-/* "_sa.pxd":35
- * cdef public int chunklen(self, int k)
- *
- * cdef class Rule: # <<<<<<<<<<<<<<
- * cdef int lhs
- * cdef readonly Phrase f, e
- */
-struct __pyx_obj_3_sa_Rule {
- PyObject_HEAD
- int lhs;
- struct __pyx_obj_3_sa_Phrase *f;
- struct __pyx_obj_3_sa_Phrase *e;
- struct __pyx_obj_3_sa_FeatureVector *scores;
- int n_scores;
- PyObject *word_alignments;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":112
- * 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):
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr {
- PyObject_HEAD
- struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *__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/rulefactory.pxi":1885
- * # Aggregate stats from a training instance
- * # (Extract rules, update counts)
- * def add_instance(self, f_words, e_words, alignment): # <<<<<<<<<<<<<<
- *
- * self.online = True
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance {
- PyObject_HEAD
- PyObject *__pyx_v_al;
- PyObject *__pyx_v_cover;
- PyObject *__pyx_v_e_nt_cover;
- PyObject *__pyx_v_e_words;
- PyObject *__pyx_v_ef_span;
- PyObject *__pyx_v_extract;
- PyObject *__pyx_v_f_len;
- PyObject *__pyx_v_f_words;
- PyObject *__pyx_v_fe_span;
- PyObject *__pyx_v_rules;
- struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":74
- * 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)
- *
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr {
- PyObject_HEAD
- struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *__pyx_outer_scope;
- PyObject *__pyx_v_line;
- PyObject *__pyx_t_0;
- Py_ssize_t __pyx_t_1;
- PyObject *(*__pyx_t_2)(PyObject *);
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":84
- * # 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
- */
-struct __pyx_obj_3_sa_PhraseLocation {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_PhraseLocation *__pyx_vtab;
- int sa_low;
- int sa_high;
- int arr_low;
- int arr_high;
- struct __pyx_obj_3_sa_IntList *arr;
- int num_subpatterns;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":141
- * return self.syms[i]
- *
- * def __iter__(self): # <<<<<<<<<<<<<<
- * cdef int i
- * for i from 0 <= i < self.n:
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ {
- PyObject_HEAD
- int __pyx_v_i;
- struct __pyx_obj_3_sa_Phrase *__pyx_v_self;
- int __pyx_t_0;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2055
- *
- * # 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
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule {
- PyObject_HEAD
- PyObject *__pyx_v_links;
- struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2121
- * # 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)
- *
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr {
- PyObject_HEAD
- struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *__pyx_outer_scope;
- PyObject *__pyx_v_packed;
- PyObject *__pyx_t_0;
- Py_ssize_t __pyx_t_1;
- PyObject *(*__pyx_t_2)(PyObject *);
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2120
- *
- * # 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)
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule {
- PyObject_HEAD
- PyObject *__pyx_v_a;
- struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":20
- * yield (FD.word(self.names[i]), self.values[i])
- *
- * def __str__(self): # <<<<<<<<<<<<<<
- * return ' '.join('%s=%s' % feat for feat in self)
- *
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ {
- PyObject_HEAD
- struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":72
- * 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)
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext {
- PyObject_HEAD
- PyObject *__pyx_v_fp;
- int __pyx_v_side;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":124
- * return tuple(sym_fromstring(word, True) for word in words)
- *
- * def decode_words(syms): # <<<<<<<<<<<<<<
- * return tuple(sym_tostring(sym) for sym in syms)
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words {
- PyObject_HEAD
- PyObject *__pyx_v_syms;
-};
-
-
-/* "_sa.pxd":25
- * cdef void read_handle(self, FILE* f)
- *
- * cdef class FeatureVector: # <<<<<<<<<<<<<<
- * cdef IntList names
- * cdef FloatList values
- */
-struct __pyx_obj_3_sa_FeatureVector {
- PyObject_HEAD
- struct __pyx_obj_3_sa_IntList *names;
- struct __pyx_obj_3_sa_FloatList *values;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":114
- * 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)
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice {
- PyObject_HEAD
- PyObject *__pyx_v_lattice;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":973
- * 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
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_19_input {
- PyObject_HEAD
- PyObject *__pyx_v_alignment;
- PyObject *__pyx_v_als;
- PyObject *__pyx_v_alslist;
- int __pyx_v_alt;
- int __pyx_v_alt_id;
- int __pyx_v_arity;
- struct __pyx_obj_3_sa_IntList *__pyx_v_chunklen;
- PyObject *__pyx_v_count;
- PyObject *__pyx_v_e;
- PyObject *__pyx_v_elist;
- PyObject *__pyx_v_extract;
- PyObject *__pyx_v_extract_start;
- PyObject *__pyx_v_extract_stop;
- PyObject *__pyx_v_extracts;
- PyObject *__pyx_v_f;
- PyObject *__pyx_v_f_syms;
- PyObject *__pyx_v_fcount;
- int __pyx_v_flen;
- PyObject *__pyx_v_fphrases;
- PyObject *__pyx_v_frontier;
- PyObject *__pyx_v_frontier_nodes;
- PyObject *__pyx_v_fwords;
- PyObject *__pyx_v_genexpr;
- struct __pyx_obj_3_sa_Phrase *__pyx_v_hiero_phrase;
- long __pyx_v_hit;
- int __pyx_v_i;
- PyObject *__pyx_v_input_match;
- PyObject *__pyx_v_intersect_start_time;
- PyObject *__pyx_v_intersect_stop_time;
- PyObject *__pyx_v_is_shadow_path;
- int __pyx_v_j;
- int __pyx_v_k;
- PyObject *__pyx_v_key;
- PyObject *__pyx_v_lex_i;
- PyObject *__pyx_v_lex_j;
- PyObject *__pyx_v_loc;
- PyObject *__pyx_v_locs;
- int __pyx_v_lookup_required;
- struct __pyx_t_3_sa_Matching __pyx_v_matching;
- PyObject *__pyx_v_max_locs;
- PyObject *__pyx_v_meta;
- PyObject *__pyx_v_new_frontier;
- PyObject *__pyx_v_new_node;
- PyObject *__pyx_v_next_states;
- PyObject *__pyx_v_node;
- PyObject *__pyx_v_nodes_isteps_away_buffer;
- int __pyx_v_nualt;
- int __pyx_v_num_samples;
- int __pyx_v_num_subpatterns;
- PyObject *__pyx_v_pathlen;
- PyObject *__pyx_v_phrase;
- struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_phrase_location;
- PyObject *__pyx_v_prefix;
- PyObject *__pyx_v_reachable_buffer;
- PyObject *__pyx_v_sa_range;
- struct __pyx_obj_3_sa_IntList *__pyx_v_sample;
- struct __pyx_obj_3_sa_FeatureVector *__pyx_v_scores;
- PyObject *__pyx_v_seen_phrases;
- struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self;
- PyObject *__pyx_v_spanlen;
- float __pyx_v_start_time;
- PyObject *__pyx_v_stop_time;
- PyObject *__pyx_v_suffix_link;
- int __pyx_v_suffix_link_xcat;
- PyObject *__pyx_v_suffix_link_xcat_index;
- PyObject *__pyx_v_word_id;
- int __pyx_v_x1;
- int __pyx_v_xcat;
- PyObject *__pyx_v_xcat_index;
- PyObject *__pyx_v_xnode;
- PyObject *__pyx_v_xroot;
- Py_ssize_t __pyx_t_0;
- Py_ssize_t __pyx_t_1;
- int __pyx_t_2;
- PyObject *__pyx_t_3;
- PyObject *__pyx_t_4;
- PyObject *__pyx_t_5;
- int __pyx_t_6;
- Py_ssize_t __pyx_t_7;
- Py_ssize_t __pyx_t_8;
- Py_ssize_t __pyx_t_9;
- PyObject *(*__pyx_t_10)(PyObject *);
- PyObject *(*__pyx_t_11)(PyObject *);
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":23
- * return ' '.join('%s=%s' % feat for feat in self)
- *
- * cdef class Scorer: # <<<<<<<<<<<<<<
- * cdef models
- * def __init__(self, *models):
- */
-struct __pyx_obj_3_sa_Scorer {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_Scorer *__pyx_vtab;
- PyObject *models;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":10
- * cdef int ALIGNMENT_CODE = 1 << 16
- *
- * cdef class Alignment: # <<<<<<<<<<<<<<
- * cdef IntList links
- * cdef IntList sent_index
- */
-struct __pyx_obj_3_sa_Alignment {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_Alignment *__pyx_vtab;
- struct __pyx_obj_3_sa_IntList *links;
- struct __pyx_obj_3_sa_IntList *sent_index;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":118
- * # (entirely C-implemented) _BitSet struct.
- * # Very slow; use only for debugging
- * cdef class BitSet: # <<<<<<<<<<<<<<
- *
- * cdef _BitSet* b
- */
-struct __pyx_obj_3_sa_BitSet {
- PyObject_HEAD
- struct __pyx_t_3_sa__BitSet *b;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":106
- *
- *
- * cdef class Sampler: # <<<<<<<<<<<<<<
- * '''A Sampler implements a logic for choosing
- * samples from a population range'''
- */
-struct __pyx_obj_3_sa_Sampler {
- PyObject_HEAD
- int sample_size;
- struct __pyx_obj_3_sa_IntList *sa;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":8
- * char* stringmap_word(StrMap *vocab, int i)
- *
- * cdef class StringMap: # <<<<<<<<<<<<<<
- * cdef StrMap *vocab
- * cdef char *word(self, int i)
- */
-struct __pyx_obj_3_sa_StringMap {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_StringMap *__pyx_vtab;
- StrMap *vocab;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2167
- * # (Used for EGivenFCoherent)
- * # Return set of (fphrase, lex_i, lex_j)
- * def get_f_phrases(self, f_words): # <<<<<<<<<<<<<<
- *
- * f_len = len(f_words)
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases {
- PyObject_HEAD
- PyObject *__pyx_v_extract;
- PyObject *__pyx_v_f_len;
- PyObject *__pyx_v_f_words;
- PyObject *__pyx_v_phrases;
- struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":46
- * cdef int EPSILON = sym_fromstring('*EPS*', True)
- *
- * cdef class TrieNode: # <<<<<<<<<<<<<<
- * cdef public children
- *
- */
-struct __pyx_obj_3_sa_TrieNode {
- PyObject_HEAD
- PyObject *children;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":52
- * self.children = {}
- *
- * cdef class ExtendedTrieNode(TrieNode): # <<<<<<<<<<<<<<
- * cdef public phrase
- * cdef public phrase_location
- */
-struct __pyx_obj_3_sa_ExtendedTrieNode {
- struct __pyx_obj_3_sa_TrieNode __pyx_base;
- PyObject *phrase;
- PyObject *phrase_location;
- PyObject *suffix_link;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":109
- * trie_node_to_map(edge.node, result, prefix, include_zeros)
- *
- * cdef class TrieMap: # <<<<<<<<<<<<<<
- *
- * cdef _Trie_Node** root
- */
-struct __pyx_obj_3_sa_TrieMap {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_TrieMap *__pyx_vtab;
- struct __pyx_t_3_sa__Trie_Node **root;
- int V;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":115
- *
- * 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)
- *
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr {
- PyObject_HEAD
- struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *__pyx_outer_scope;
- PyObject *__pyx_v_arc;
- PyObject *__pyx_v_dist;
- PyObject *__pyx_v_node;
- PyObject *__pyx_v_sym;
- PyObject *__pyx_v_weight;
- PyObject *__pyx_t_0;
- Py_ssize_t __pyx_t_1;
- PyObject *(*__pyx_t_2)(PyObject *);
- PyObject *__pyx_t_3;
- PyObject *__pyx_t_4;
- Py_ssize_t __pyx_t_5;
- PyObject *(*__pyx_t_6)(PyObject *);
- Py_ssize_t __pyx_t_7;
- PyObject *(*__pyx_t_8)(PyObject *);
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":110
- * 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)
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice {
- PyObject_HEAD
- PyObject *__pyx_v_word_ids;
- PyObject *__pyx_v_words;
-};
-
-
-/* "_sa.pxd":29
- * cdef FloatList values
- *
- * cdef class Phrase: # <<<<<<<<<<<<<<
- * cdef int *syms
- * cdef int n, *varpos, n_vars
- */
-struct __pyx_obj_3_sa_Phrase {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_Phrase *__pyx_vtab;
- int *syms;
- int n;
- int *varpos;
- int n_vars;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":15
- * self.values.append(value)
- *
- * def __iter__(self): # <<<<<<<<<<<<<<
- * cdef unsigned i
- * for i in range(self.names.len):
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ {
- PyObject_HEAD
- unsigned int __pyx_v_i;
- struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self;
- int __pyx_t_0;
- unsigned int __pyx_t_1;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":81
- * free(self.arr)
- *
- * def __iter__(self): # <<<<<<<<<<<<<<
- * cdef int i
- * for i in range(self.len):
- */
-struct __pyx_obj_3_sa___pyx_scope_struct____iter__ {
- PyObject_HEAD
- int __pyx_v_i;
- struct __pyx_obj_3_sa_IntList *__pyx_v_self;
- int __pyx_t_0;
- int __pyx_t_1;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":63
- *
- *
- * cdef class TrieTable: # <<<<<<<<<<<<<<
- * cdef public int extended
- * cdef public int count
- */
-struct __pyx_obj_3_sa_TrieTable {
- PyObject_HEAD
- int extended;
- int count;
- PyObject *root;
-};
-
-
-/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":111
- *
- * def make_lattice(words):
- * word_ids = (sym_fromstring(word, True) for word in words) # <<<<<<<<<<<<<<
- * return tuple(((word, None, 1), ) for word in word_ids)
- *
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr {
- PyObject_HEAD
- struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *__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/sym.pxi":119
- *
- * def decode_sentence(lattice):
- * return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice) # <<<<<<<<<<<<<<
- *
- * def encode_words(words):
- */
-struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr {
- PyObject_HEAD
- struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *__pyx_outer_scope;
- PyObject *__pyx_v__;
- PyObject *__pyx_v_sym;
- PyObject *__pyx_t_0;
- Py_ssize_t __pyx_t_1;
- PyObject *(*__pyx_t_2)(PyObject *);
-};
-
-
-/* "_sa.pxd":3
- * from libc.stdio cimport FILE
- *
- * cdef class FloatList: # <<<<<<<<<<<<<<
- * cdef int size
- * cdef int increment
- */
-struct __pyx_obj_3_sa_FloatList {
- PyObject_HEAD
- struct __pyx_vtabstruct_3_sa_FloatList *__pyx_vtab;
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- __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 <structmember.h>
-#define __Pyx_CYFUNCTION_STATICMETHOD 0x01
-#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02
-#define __Pyx_CYFUNCTION_CCLASS 0x04
-#define __Pyx_CyFunction_GetClosure(f) \
- (((__pyx_CyFunctionObject *) (f))->func_closure)
-#define __Pyx_CyFunction_GetClassObj(f) \
- (((__pyx_CyFunctionObject *) (f))->func_classobj)
-#define __Pyx_CyFunction_Defaults(type, f) \
- ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
-#define __Pyx_CyFunction_SetDefaultsGetter(f, g) \
- ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
-typedef struct {
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- 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,
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-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 <string.h>
-
-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 <structmember.h>
-#include <frameobject.h>
-typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *);
-typedef struct {
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- char is_running; // using T_BOOL for property below requires char value
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-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);
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-#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue)
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-
-static int __Pyx_check_binary_version(void);
-
-static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig); /*proto*/
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-typedef struct {
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-static PyCodeObject *__pyx_find_code_object(int code_line);
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-static void __Pyx_AddTraceback(const char *funcname, int c_line,
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-
-static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/
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-/* Module declarations from 'libc.stdio' */
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-static PyObject *__pyx_f_3_sa_del_VEB(struct __pyx_t_3_sa__VEB *); /*proto*/
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-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*/
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-static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_7_decode_lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
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-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*/
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-static PyObject *__pyx_tp_new_3_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
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-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*/
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-static char __pyx_k_3[] = "IntList[";
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-static char __pyx_k_54[] = "%d %s ";
-static char __pyx_k_58[] = "%s %s %.6f %.6f\n";
-static char __pyx_k_60[] = " (";
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-static char __pyx_k_64[] = "LCP array completed";
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-static char __pyx_k_67[] = "[%s]";
-static char __pyx_k_68[] = "\\";
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-static char __pyx_k_80[] = " %d sentences";
-static char __pyx_k_85[] = "X ";
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-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)";
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-static char __pyx_k_90[] = "Precomputation took %f seconds";
-static char __pyx_k_91[] = " Bucket sort took %f seconds";
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-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";
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-static char __pyx_k__1[] = "1";
-static char __pyx_k__E[] = "E";
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-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";
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-static char __pyx_k_125[] = "Keyword trie error";
-static char __pyx_k_127[] = "HieroCachingRuleFactory.input.<locals>.<lambda>";
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-static char __pyx_k_130[] = " Extract time = %f seconds";
-static char __pyx_k_131[] = " Intersect time = %f seconds";
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-static char __pyx_k_133[] = "Unaligned chunk";
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-static char __pyx_k_138[] = "Didn't extract anything from [%d, %d] -> [%d, %d]";
-static char __pyx_k_139[] = "Unable to extract basic phrase";
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-static char __pyx_k_157[] = " : ";
-static char __pyx_k_163[] = "OnlineFeatureContext";
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-static char __pyx_k_172[] = "cdec.sa";
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-static char __pyx_k__al[] = "al";
-static char __pyx_k__fe[] = "fe";
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-static char __pyx_k__arr[] = "arr";
-static char __pyx_k__cmp[] = "cmp";
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-static char __pyx_k__map[] = "map";
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-static char __pyx_k__pop[] = "pop";
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-static char __pyx_k__link[] = "link";
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-static char __pyx_k__name[] = "name";
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-static char __pyx_k__arity[] = "arity";
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-static char __pyx_k__close[] = "close";
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-static char __pyx_k__ifrom[] = "ifrom";
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-static char __pyx_k__links[] = "links";
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-static char __pyx_k__value[] = "value";
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-static char __pyx_k__matches[] = "matches";
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-static char __pyx_k__new_e_j[] = "new_e_j";
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-static char __pyx_k__pathlen[] = "pathlen";
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-static char __pyx_k__category[] = "category";
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-static char __pyx_k__filename[] = "filename";
-static char __pyx_k__fmt_rule[] = "fmt_rule";
-static char __pyx_k__frontier[] = "frontier";
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-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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-static char __pyx_k__resource[] = "resource";
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-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";
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-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";
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-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";
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":108
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":109
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":110
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":112
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":114
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":115
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":119
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- *
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":120
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":121
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":122
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":129
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":131
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":133
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- * else:
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":135
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- * # add count
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- __pyx_L17:;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":136
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":138
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":139
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":141
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":142
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":143
- * if faligned[i] == 0:
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- * emargin[null_word] = emargin[null_word] + 1
- * if dict[f_i] == NULL:
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":144
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":145
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":146
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":150
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":212
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":234
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":330
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":333
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- * 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
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- * else:
- * is_super = 0 # <<<<<<<<<<<<<<
- * ptr3 = ptr2 + 2
- * while ptr3 < N:
- */
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- }
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":357
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- * is_super = 0
- * ptr3 = ptr2 + 2 # <<<<<<<<<<<<<<
- * while ptr3 < N:
- * i3 = queue.arr[ptr3]
- */
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-
- /* "/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:
- */
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- 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]
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- __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
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- * if i3 == -1 or i3 - i1 >= self.train_max_initial_size:
- * break # <<<<<<<<<<<<<<
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- * 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
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- */
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":363
- * break
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- * 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
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- * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL:
- * node = collocations._insert(data.arr+i1, l1)
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- __pyx_t_19 = (((((__pyx_v_l1 + __pyx_v_l2) + __pyx_v_l3) + 2) <= __pyx_v_self->max_length) != 0);
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- __pyx_t_18 = __pyx_t_12;
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- __pyx_t_12 = __pyx_t_18;
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- __pyx_t_12 = __pyx_t_20;
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-
- /* "/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):
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- * node = trie_insert(node, -1)
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- __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);
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":367
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-
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- __pyx_t_14 = (__pyx_v_i2 + __pyx_v_l2);
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- * node = trie_insert(node, -1)
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":371
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":372
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- * for i from i3 <= i < i3+l3: # <<<<<<<<<<<<<<
- * node = trie_insert(node, data.arr[i])
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":374
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- * trie_node_data_append(node, i3) # <<<<<<<<<<<<<<
- * ptr3 = ptr3 + 2
- * ptr2 = ptr2 + 2
- */
- __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- goto __pyx_L30;
- }
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- goto __pyx_L29;
- }
- __pyx_L29:;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":377
- * trie_node_data_append(node, i2)
- * trie_node_data_append(node, i3)
- * ptr3 = ptr3 + 2 # <<<<<<<<<<<<<<
- * ptr2 = ptr2 + 2
- * ptr1 = ptr1 + 2
- */
- __pyx_v_ptr3 = (__pyx_v_ptr3 + 2);
- }
- __pyx_L27_break:;
- goto __pyx_L24;
- }
- __pyx_L24:;
- goto __pyx_L21;
- }
- __pyx_L21:;
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- * ptr1 = ptr1 + 2
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- __pyx_v_ptr2 = (__pyx_v_ptr2 + 2);
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- __pyx_L19_break:;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":379
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- * ptr2 = ptr2 + 2
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- * else:
- * sent_count = sent_count + 1
- */
- __pyx_v_ptr1 = (__pyx_v_ptr1 + 2);
- goto __pyx_L17;
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- /*else*/ {
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":381
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- * else:
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- 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 = <int*> 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 = <int*> 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 = <int*> 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)
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":678
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":683
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":686
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":709
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- }
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":713
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-
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- __pyx_L12:;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":718
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- goto __pyx_L0;
- goto __pyx_L15;
- }
- __pyx_L15:;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":720
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- * return 0 # <<<<<<<<<<<<<<
- * elif e_in_low != -1 and e_low[0] != e_in_low:
- * if e_in_low - e_low[0] < min_ex_size:
- */
- __pyx_r = 0;
- goto __pyx_L0;
- goto __pyx_L3;
- }
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1239
- * # 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:
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- if (__pyx_t_3) {
- __pyx_t_4 = (((__pyx_v_e_low[0]) != __pyx_v_e_in_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":1240
- * return 0
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- * if e_in_low - e_low[0] < min_ex_size: # <<<<<<<<<<<<<<
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- */
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1241
- * elif e_in_low != -1 and e_low[0] != e_in_low:
- * if e_in_low - e_low[0] < min_ex_size:
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- * return 0
- */
- (__pyx_v_e_low[0]) = (__pyx_v_e_in_low - __pyx_v_min_ex_size);
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1242
- * 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
- *
- */
- __pyx_t_5 = (((__pyx_v_e_low[0]) < 0) != 0);
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1243
- * 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:
- */
- __pyx_r = 0;
- goto __pyx_L0;
- goto __pyx_L5;
- }
- __pyx_L5:;
- goto __pyx_L4;
- }
- __pyx_L4:;
- goto __pyx_L3;
- }
- __pyx_L3:;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1245
- * 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:
- */
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- if (__pyx_t_5) {
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1246
- *
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- * return 0 # <<<<<<<<<<<<<<
- * elif e_in_high != -1 and e_high[0] != e_in_high:
- * if e_high[0] - e_in_high < min_ex_size:
- */
- __pyx_r = 0;
- goto __pyx_L0;
- goto __pyx_L6;
- }
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1247
- * 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:
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- */
- __pyx_t_5 = ((__pyx_v_e_in_high != -1) != 0);
- if (__pyx_t_5) {
- __pyx_t_3 = (((__pyx_v_e_high[0]) != __pyx_v_e_in_high) != 0);
- __pyx_t_4 = __pyx_t_3;
- } else {
- __pyx_t_4 = __pyx_t_5;
- }
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1248
- * 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:
- */
- __pyx_t_4 = ((((__pyx_v_e_high[0]) - __pyx_v_e_in_high) < __pyx_v_min_ex_size) != 0);
- if (__pyx_t_4) {
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1249
- * 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
- */
- (__pyx_v_e_high[0]) = (__pyx_v_e_in_high + __pyx_v_min_ex_size);
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1250
- * 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
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- */
- __pyx_t_4 = (((__pyx_v_e_high[0]) > __pyx_v_e_sent_len) != 0);
- if (__pyx_t_4) {
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1251
- * e_high[0] = e_in_high + min_ex_size
- * if e_high[0] > e_sent_len:
- * return 0 # <<<<<<<<<<<<<<
- *
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- */
- __pyx_r = 0;
- goto __pyx_L0;
- goto __pyx_L8;
- }
- __pyx_L8:;
- goto __pyx_L7;
- }
- __pyx_L7:;
- goto __pyx_L6;
- }
- __pyx_L6:;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1253
- * return 0
- *
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- * f_back_high[0] = -1
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- */
- (__pyx_v_f_back_low[0]) = -1;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1254
- *
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- * f_back_high[0] = -1 # <<<<<<<<<<<<<<
- * f_low_prev = f_low
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1255
- * f_back_low[0] = -1
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- */
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1256
- * f_back_high[0] = -1
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- * f_high_prev = f_high # <<<<<<<<<<<<<<
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- */
- __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 = 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
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1258
- * f_high_prev = f_high
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- * new_high_x = 0
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- */
- __pyx_v_new_low_x = 0;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1259
- * new_x = 0
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- *
- * while True:
- */
- __pyx_v_new_high_x = 0;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1261
- * new_high_x = 0
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- * while True: # <<<<<<<<<<<<<<
- *
- * if f_back_low[0] == -1:
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- while (1) {
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1263
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- *
- * 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)
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- */
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- if (__pyx_t_4) {
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1264
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- __Pyx_GOTREF(__pyx_t_2);
- __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
- goto __pyx_L11;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1266
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- *
- */
- __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);
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1267
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- *
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- __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;}
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1270
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1272
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- * f_back_high[0] = f_high
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- __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;
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- __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1273
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- * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev:
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- __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;}
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1275
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- if (__pyx_t_4) {
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1276
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- * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev:
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1278
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1280
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- goto __pyx_L0;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1282
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- * # FAIL: f back projection is too wide
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1284
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- __pyx_t_4 = __pyx_t_5;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1288
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1291
- *
- * if f_low != f_back_low[0]:
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- * if new_x >= max_new_x:
- * # FAIL: extension required on low side violates max # of gaps
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1292
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- * if new_x >= max_new_x: # <<<<<<<<<<<<<<
- * # FAIL: extension required on low side violates max # of gaps
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1294
- * if new_x >= max_new_x:
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- goto __pyx_L0;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1296
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1297
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- * new_x = new_x + 1
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- goto __pyx_L19;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1298
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- */
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- if (__pyx_t_4) {
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1299
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- * # FAIL: extension required on low side violates max initial length
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-
- /* "/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
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- * # FAIL: extension required on low side violates max initial length
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- __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 # <<<<<<<<<<<<<<
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- * # FAIL: extension required on low side violates sentence boundary
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- __pyx_r = 0;
- goto __pyx_L0;
- goto __pyx_L22;
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- /* "/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
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1305
- * if f_back_low[0] < 0:
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- goto __pyx_L0;
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- goto __pyx_L21;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1307
- * return 0
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- * if f_high != f_back_high[0]: # <<<<<<<<<<<<<<
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- /* "/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
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-
- /* "/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
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- __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
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- __pyx_r = 0;
- goto __pyx_L0;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1313
- * return 0
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- * new_high_x = 1
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- */
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1314
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- * new_x = new_x + 1
- * new_high_x = 1 # <<<<<<<<<<<<<<
- * if f_back_high[0] - f_high < min_fx_size:
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- __pyx_L26:;
- goto __pyx_L25;
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1315
- * new_x = new_x + 1
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- * if f_back_high[0] - f_high < min_fx_size: # <<<<<<<<<<<<<<
- * f_back_high[0] = f_high + min_fx_size
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1316
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1317
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- * # FAIL: extension required on high side violates max initial length
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- if (__pyx_t_4) {
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1319
- * if f_back_high[0] - f_back_low[0] > max_f_len:
- * # FAIL: extension required on high side violates max initial length
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1320
- * # 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
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- if (__pyx_t_4) {
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1322
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- * # FAIL: extension required on high side violates sentence boundary
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1324
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1325
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1327
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1328
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- __Pyx_GOTREF(__pyx_t_6);
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1329
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- * self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high)
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- */
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- if (__pyx_t_4) {
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1330
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- __pyx_L30:;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1331
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1333
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- * # FAIL: arbitrary expansion not permitted
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- __pyx_L31:;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1334
- * # FAIL: arbitrary expansion not permitted
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- * if e_high[0] - e_low[0] > max_e_len: # <<<<<<<<<<<<<<
- * # FAIL: re-projection violates sentence max phrase length
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- */
- __pyx_t_3 = ((((__pyx_v_e_high[0]) - (__pyx_v_e_low[0])) > __pyx_v_max_e_len) != 0);
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1336
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- * # FAIL: re-projection violates sentence max phrase length
- * return 0 # <<<<<<<<<<<<<<
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- goto __pyx_L0;
- goto __pyx_L32;
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- __pyx_L32:;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1337
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- * f_low_prev = f_back_low[0] # <<<<<<<<<<<<<<
- * f_high_prev = f_back_high[0]
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1338
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- */
- 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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
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- __pyx_t_1 = PyNumber_InPlaceAdd(__pyx_v_sofar, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1510; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __Pyx_GOTREF(__pyx_t_1);
- __Pyx_DECREF(__pyx_v_sofar);
- __pyx_v_sofar = __pyx_t_1;
- __pyx_t_1 = 0;
- }
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1511
- * 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
- */
- __pyx_t_7 = (((__pyx_v_i + 1) < __pyx_v_num_chunks) != 0);
- if (__pyx_t_7) {
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1512
- * sofar += 1
- * if i+1 < num_chunks:
- * self.findexes1.append(phrase[sofar]) # <<<<<<<<<<<<<<
- * sofar += 1
- *
- */
- __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_phrase), __pyx_v_sofar); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __Pyx_GOTREF(__pyx_t_1);
- __pyx_t_3 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes1), __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __Pyx_GOTREF(__pyx_t_3);
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1513
- * if i+1 < num_chunks:
- * self.findexes1.append(phrase[sofar])
- * sofar += 1 # <<<<<<<<<<<<<<
- *
- *
- */
- __pyx_t_3 = PyNumber_InPlaceAdd(__pyx_v_sofar, __pyx_int_1); 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 = <int*> malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
- * e_links_high = <int*> malloc(e_sent_len*sizeof(int))
- * f_links_low = <int*> 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 = <int*> malloc(e_sent_len*sizeof(int))
- * e_links_high = <int*> malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
- * f_links_low = <int*> malloc(f_sent_len*sizeof(int))
- * f_links_high = <int*> 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 = <int*> malloc(e_sent_len*sizeof(int))
- * e_links_high = <int*> malloc(e_sent_len*sizeof(int))
- * f_links_low = <int*> malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
- * f_links_high = <int*> malloc(f_sent_len*sizeof(int))
- * f_gap_low = <int*> 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 = <int*> malloc(e_sent_len*sizeof(int))
- * f_links_low = <int*> malloc(f_sent_len*sizeof(int))
- * f_links_high = <int*> malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
- * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
- * f_gap_high = <int*> 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 = <int*> malloc(f_sent_len*sizeof(int))
- * f_links_high = <int*> malloc(f_sent_len*sizeof(int))
- * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
- * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
- * e_gap_low = <int*> 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 = <int*> malloc(f_sent_len*sizeof(int))
- * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
- * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
- * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
- * e_gap_high = <int*> 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 = <int*> malloc((num_chunks+1)*sizeof(int))
- * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
- * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
- * e_gap_high = <int*> 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 = <int*> malloc((num_chunks+1)*sizeof(int))
- * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
- * e_gap_high = <int*> 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 = <int*> malloc((num_chunks+1)*sizeof(int))
- * e_gap_high = <int*> 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 = <int*> 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):
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1561
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1562
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- * for i from 0 <= i < num_chunks:
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1563
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- * if self.require_aligned_terminal:
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- * for i from 0 <= i < num_chunks:
- * for j from 0 <= j < chunklen[i]:
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-
- /* "/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:
- */
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- 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
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- __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);
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- /* "/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:
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- goto __pyx_L31;
- }
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-
- /* "/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
- */
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-
- /* "/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" # <<<<<<<<<<<<<<
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- /* "/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:
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- * break
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1586
- * reason_for_failure = "Gaps are not tight phrases"
- * met_constraints = 0
- * break # <<<<<<<<<<<<<<
- *
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- __pyx_L28:;
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1588
- * break
- *
- * f_low = matching.arr[matching.start] - f_sent_start # <<<<<<<<<<<<<<
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-
- /* "/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:
- *
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1590
- * f_low = matching.arr[matching.start] - f_sent_start
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- * if met_constraints: # <<<<<<<<<<<<<<
- *
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1592
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- *
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- * -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len,
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- */
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1596
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- */
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1597
- * self.train_min_gap_size, 0,
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- * num_gaps = 0
- *
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1598
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- * num_gaps = 0 # <<<<<<<<<<<<<<
- *
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-
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1602
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1604
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1605
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- * if phrase_len > self.max_length:
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1606
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- * gap_error = 1
- * if self.tight_phrases:
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1607
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1608
- * if phrase_len > self.max_length:
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- * if self.tight_phrases: # <<<<<<<<<<<<<<
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1609
- * gap_error = 1
- * if self.tight_phrases:
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- __pyx_t_8 = __pyx_t_7;
- } else {
- __pyx_t_8 = __pyx_t_9;
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1610
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- * reason_for_failure = "Inside edges of preceding subphrase are not tight"
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- /* "/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" # <<<<<<<<<<<<<<
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- __Pyx_INCREF(((PyObject *)__pyx_kp_s_135));
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- goto __pyx_L38;
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- goto __pyx_L37;
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1613
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- * gap_start = 1 # <<<<<<<<<<<<<<
- * if self.tight_phrases and f_links_low[f_low] == -1:
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1614
- * else:
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- * # this is not a hard error. we can't extract this phrase
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- */
- 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;
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1617
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- */
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- goto __pyx_L39;
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1619
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- *
- * for i from 0 <= i < matching.size - 1: # <<<<<<<<<<<<<<
- * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start
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- for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) {
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1620
- *
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-
- /* "/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
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- *
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-
- /* "/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
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- */
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1624
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1625
- *
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1626
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1628
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1629
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1630
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- * gap_error = 1 # <<<<<<<<<<<<<<
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- * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1:
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1632
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1634
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1636
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1637
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1656
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- 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) {
- e = (*v)(p->__pyx_v_xroot, 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 = (*v)(p->__pyx_t_4, a); if (e) return e;
- }
- if (p->__pyx_t_5) {
- e = (*v)(p->__pyx_t_5, a); if (e) return e;
- }
- return 0;
-}
-
-static int __pyx_tp_clear_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* tmp;
- tmp = ((PyObject*)p->__pyx_v_alignment);
- p->__pyx_v_alignment = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_als);
- p->__pyx_v_als = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_alslist);
- p->__pyx_v_alslist = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_chunklen);
- p->__pyx_v_chunklen = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((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);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_fcount);
- p->__pyx_v_fcount = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_fphrases);
- p->__pyx_v_fphrases = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_frontier);
- p->__pyx_v_frontier = ((PyObject*)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_frontier_nodes);
- p->__pyx_v_frontier_nodes = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_fwords);
- p->__pyx_v_fwords = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_genexpr);
- p->__pyx_v_genexpr = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_hiero_phrase);
- p->__pyx_v_hiero_phrase = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_input_match);
- p->__pyx_v_input_match = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_intersect_start_time);
- p->__pyx_v_intersect_start_time = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_intersect_stop_time);
- p->__pyx_v_intersect_stop_time = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_is_shadow_path);
- p->__pyx_v_is_shadow_path = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_key);
- p->__pyx_v_key = ((PyObject*)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_lex_i);
- p->__pyx_v_lex_i = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_lex_j);
- p->__pyx_v_lex_j = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_loc);
- p->__pyx_v_loc = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_locs);
- p->__pyx_v_locs = ((PyObject*)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_max_locs);
- p->__pyx_v_max_locs = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_meta);
- p->__pyx_v_meta = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_new_frontier);
- p->__pyx_v_new_frontier = ((PyObject*)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_new_node);
- p->__pyx_v_new_node = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_next_states);
- p->__pyx_v_next_states = ((PyObject*)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_node);
- p->__pyx_v_node = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_nodes_isteps_away_buffer);
- p->__pyx_v_nodes_isteps_away_buffer = ((PyObject*)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_pathlen);
- p->__pyx_v_pathlen = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_phrase);
- p->__pyx_v_phrase = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_phrase_location);
- p->__pyx_v_phrase_location = ((struct __pyx_obj_3_sa_PhraseLocation *)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_prefix);
- p->__pyx_v_prefix = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_reachable_buffer);
- p->__pyx_v_reachable_buffer = ((PyObject*)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_sa_range);
- p->__pyx_v_sa_range = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_sample);
- p->__pyx_v_sample = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_scores);
- p->__pyx_v_scores = ((struct __pyx_obj_3_sa_FeatureVector *)Py_None); Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_seen_phrases);
- p->__pyx_v_seen_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);
- tmp = ((PyObject*)p->__pyx_v_spanlen);
- p->__pyx_v_spanlen = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_stop_time);
- p->__pyx_v_stop_time = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_suffix_link);
- p->__pyx_v_suffix_link = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_suffix_link_xcat_index);
- p->__pyx_v_suffix_link_xcat_index = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_word_id);
- p->__pyx_v_word_id = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_xcat_index);
- p->__pyx_v_xcat_index = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_xnode);
- p->__pyx_v_xnode = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_v_xroot);
- p->__pyx_v_xroot = 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);
- tmp = ((PyObject*)p->__pyx_t_4);
- p->__pyx_t_4 = Py_None; Py_INCREF(Py_None);
- Py_XDECREF(tmp);
- tmp = ((PyObject*)p->__pyx_t_5);
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- Py_XDECREF(tmp);
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- * f.write("%d " % a_i)
- * f.write("\n") # <<<<<<<<<<<<<<
- * for w_i in self.ha:
- * f.write("%d " % w_i)
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- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_98));
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":196
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- * cdef int __search_high(self, int word_id, int offset, int low, int high):
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- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_99));
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- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":189
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- * def write_enhanced(self, char* filename):
- * with open(filename, "w") as f: # <<<<<<<<<<<<<<
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- * for a_i in self.sa:
- */
- __pyx_k_tuple_100 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_100)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_100));
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- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_104));
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- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_141));
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-
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- __Pyx_GIVEREF(__pyx_k_slice_145);
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- * for next_nt in nt:
- */
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- __Pyx_GOTREF(__pyx_k_slice_147);
- __Pyx_GIVEREF(__pyx_k_slice_147);
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2069
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- * off += (nt_len - 1)
- * e_sym = list(e_span[:]) # <<<<<<<<<<<<<<
- * off = e_i
- * for next_nt in nt_inv:
- */
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- __Pyx_GOTREF(__pyx_k_slice_148);
- __Pyx_GIVEREF(__pyx_k_slice_148);
-
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- * # Debugging
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- * logger.info('------------------------------') # <<<<<<<<<<<<<<
- * logger.info(' Online Stats ')
- * logger.info('------------------------------')
- */
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- __Pyx_GOTREF(__pyx_k_tuple_152);
- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_152));
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2127
- * def dump_online_stats(self):
- * logger.info('------------------------------')
- * logger.info(' Online Stats ') # <<<<<<<<<<<<<<
- * logger.info('------------------------------')
- * logger.info('f')
- */
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- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_154));
-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2128
- * logger.info('------------------------------')
- * logger.info(' Online Stats ')
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- * logger.info('f')
- * for w in self.bilex_f:
- */
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- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_155));
-
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- * logger.info(sym_tostring(w) + ' : ' + str(self.bilex_f[w]))
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-
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- * for w in self.bilex_f:
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- * logger.info('e') # <<<<<<<<<<<<<<
- * for w in self.bilex_e:
- * logger.info(sym_tostring(w) + ' : ' + str(self.bilex_e[w]))
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-
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- * for w in self.bilex_e:
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- * logger.info('fe') # <<<<<<<<<<<<<<
- * for w in self.bilex_fe:
- * for w2 in self.bilex_fe[w]:
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2139
- * for w2 in self.bilex_fe[w]:
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- * for ph in self.phrases_f:
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- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_160));
-
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- * 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]))
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- * for ph in self.phrases_e:
- * logger.info(str(ph) + ' ||| ' + str(self.phrases_e[ph]))
- * logger.info('FE') # <<<<<<<<<<<<<<
- * self.dump_online_rules()
- *
- */
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- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_162));
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- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_164));
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-
- /* "_sa.pyx":5
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- *
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- * resource.getrusage(resource.RUSAGE_SELF).ru_stime)
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-
- /* "_sa.pyx":9
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- *
- * def gzip_or_text(char* filename): # <<<<<<<<<<<<<<
- * if filename.endswith('.gz'):
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- */
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- __Pyx_GOTREF(__pyx_k_tuple_170);
- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_170));
- __pyx_k_codeobj_171 = (PyObject*)__Pyx_PyCode_New(1, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_170, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_169, __pyx_n_s__gzip_or_text, 9, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_171)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
-
- /* "_sa.pyx":15
- * return open(filename)
- *
- * logger = logging.getLogger('cdec.sa') # <<<<<<<<<<<<<<
- *
- * include "float_list.pxi"
- */
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- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_173));
-
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- * def isvar(sym): # <<<<<<<<<<<<<<
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- *
- */
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- __Pyx_GOTREF(__pyx_k_tuple_174);
- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_174));
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-
- /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":110
- * 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)
- */
- __pyx_k_tuple_177 = PyTuple_Pack(5, ((PyObject *)__pyx_n_s__words), ((PyObject *)__pyx_n_s__word_ids), ((PyObject *)__pyx_n_s__genexpr), ((PyObject *)__pyx_n_s__genexpr), ((PyObject *)__pyx_n_s__genexpr)); if (unlikely(!__pyx_k_tuple_177)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __Pyx_GOTREF(__pyx_k_tuple_177);
- __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_177));
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- if (__Pyx_SetVtable(__pyx_type_3_sa_HieroCachingRuleFactory.tp_dict, __pyx_vtabptr_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- if (__Pyx_SetAttrString(__pyx_m, "HieroCachingRuleFactory", (PyObject *)&__pyx_type_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- if (__Pyx_SetVtable(__pyx_type_3_sa_IntList.tp_dict, __pyx_vtabptr_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- if (__Pyx_SetAttrString(__pyx_m, "IntList", (PyObject *)&__pyx_type_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
- __pyx_ptype_3_sa_IntList = &__pyx_type_3_sa_IntList;
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- if (__Pyx_SetAttrString(__pyx_m, "VEBIterator", (PyObject *)&__pyx_type_3_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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- 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;
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- __pyx_vtable_3_sa_VEB._insert = (int (*)(struct __pyx_obj_3_sa_VEB *, int))__pyx_f_3_sa_3VEB__insert;
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- 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;
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- __pyx_ptype_3_sa___pyx_scope_struct_11_encode_words = &__pyx_type_3_sa___pyx_scope_struct_11_encode_words;
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- 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;
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- __pyx_vtable_3_sa_DataArray.write_handle = (void (*)(struct __pyx_obj_3_sa_DataArray *, FILE *))__pyx_f_3_sa_9DataArray_write_handle;
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- 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;
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- 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;}
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- 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;}
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- 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;}
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- __pyx_ptype_3_sa___pyx_scope_struct_6_genexpr = &__pyx_type_3_sa___pyx_scope_struct_6_genexpr;
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- }
- }
-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);
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- *ppos = pos + 1;
- next_item = PyList_GET_ITEM(iter_obj, pos);
- Py_INCREF(next_item);
- } else
-#endif
- {
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- }
- }
- 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))
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- } else {
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- 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("<cyfunction %U at %p>",
- op->func_qualname, (void *)op);
-#else
- return PyString_FromFormat("<cyfunction %s at %p>",
- 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 = <int*> 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 <alopez@cs.umd.edu>
-
-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 = <int*> malloc(V_F*sizeof(int))
- emargin = <int*> 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 = <int*> 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 = <int*> 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(<char *>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 = <char*> 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 <alopez@cs.umd.edu>
-
-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 = <char*> 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(<char *>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(<char *>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 <alopez@cs.umd.edu>
-
-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 = <float*> 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 = <float*> 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 = <float*> 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 <alopez@cs.umd.edu>
-
-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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int *>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 = <int *>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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = <int*> 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 = (<PhraseLocation> 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 = <int*> 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 = <int*> malloc(0)
- ephr_arr = IntList()
-
- e_gap_order = <int*> 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 = <int*> 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 = <int*> 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 = <int*> malloc(e_sent_len*sizeof(int))
- e_links_high = <int*> malloc(e_sent_len*sizeof(int))
- f_links_low = <int*> malloc(f_sent_len*sizeof(int))
- f_links_high = <int*> malloc(f_sent_len*sizeof(int))
- f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
- f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
- e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
- e_gap_high = <int*> 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 <vector>
-#include <string>
-#include <tr1/unordered_map>
-#include <stdint.h>
-
-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("<bad0>"); map_[keys_[0]] = 0; }
- unordered_map<string, int, MurmurHasher> map_;
- vector<string> 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<char *>(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 <alopez@cs.umd.edu>
-
-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<<INDEX_SHIFT)-1
-
-cdef class Alphabet:
- cdef readonly StringMap terminals, nonterminals
- cdef int first_nonterminal, last_nonterminal
- cdef dict id2sym
-
- def __cinit__(self):
- self.terminals = StringMap()
- self.nonterminals = StringMap()
- self.id2sym = {}
- self.first_nonterminal = -1
-
- def __dealloc__(self):
- pass
-
- cdef int isvar(self, int sym):
- return sym < 0
-
- cdef int isword(self, int sym):
- return sym >= 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 = <void**> 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)
generated by cgit v1.2.3 (git 2.39.1) at 2024-12-25 07:41:23 +0000