From ca9b58716214148eeaeaa3076e1a1dc8f8bb5892 Mon Sep 17 00:00:00 2001 From: Victor Chahuneau Date: Mon, 26 Aug 2013 20:12:32 -0400 Subject: Improve the package structure of pycdec This change should not break anything, but now you can run: python setup.py build_ext --inplace and use the cleaner: PYTHONPATH=/path/to/cdec/python python -m ... --- python/cdec/sa/__init__.py | 25 + python/cdec/sa/_sa.c | 80507 ++++++++++++++++++++++++++++++++++++ python/cdec/sa/_sa.pxd | 45 + python/cdec/sa/_sa.pyx | 30 + python/cdec/sa/alignment.pxi | 106 + python/cdec/sa/bilex.pxi | 413 + python/cdec/sa/compile.py | 132 + python/cdec/sa/data_array.pxi | 157 + python/cdec/sa/extract.py | 113 + python/cdec/sa/extractor.py | 106 + python/cdec/sa/features.pxi | 33 + python/cdec/sa/features.py | 142 + python/cdec/sa/float_list.pxi | 73 + python/cdec/sa/int_list.pxi | 178 + python/cdec/sa/lcp.pxi | 89 + python/cdec/sa/precomputation.pxi | 454 + python/cdec/sa/rule.pxi | 191 + python/cdec/sa/rulefactory.pxi | 2224 + python/cdec/sa/str_map.pxi | 23 + python/cdec/sa/strmap.cc | 232 + python/cdec/sa/strmap.h | 22 + python/cdec/sa/suffix_array.pxi | 250 + python/cdec/sa/sym.pxi | 125 + python/cdec/sa/veb.pxi | 392 + 24 files changed, 86062 insertions(+) create mode 100644 python/cdec/sa/__init__.py create mode 100644 python/cdec/sa/_sa.c create mode 100644 python/cdec/sa/_sa.pxd create mode 100644 python/cdec/sa/_sa.pyx create mode 100644 python/cdec/sa/alignment.pxi create mode 100644 python/cdec/sa/bilex.pxi create mode 100644 python/cdec/sa/compile.py create mode 100644 python/cdec/sa/data_array.pxi create mode 100644 python/cdec/sa/extract.py create mode 100644 python/cdec/sa/extractor.py create mode 100644 python/cdec/sa/features.pxi create mode 100644 python/cdec/sa/features.py create mode 100644 python/cdec/sa/float_list.pxi create mode 100644 python/cdec/sa/int_list.pxi create mode 100644 python/cdec/sa/lcp.pxi create mode 100644 python/cdec/sa/precomputation.pxi create mode 100644 python/cdec/sa/rule.pxi create mode 100644 python/cdec/sa/rulefactory.pxi create mode 100644 python/cdec/sa/str_map.pxi create mode 100644 python/cdec/sa/strmap.cc create mode 100644 python/cdec/sa/strmap.h create mode 100644 python/cdec/sa/suffix_array.pxi create mode 100644 python/cdec/sa/sym.pxi create mode 100644 python/cdec/sa/veb.pxi (limited to 'python/cdec/sa') diff --git a/python/cdec/sa/__init__.py b/python/cdec/sa/__init__.py new file mode 100644 index 00000000..14ba5ecb --- /dev/null +++ b/python/cdec/sa/__init__.py @@ -0,0 +1,25 @@ +from cdec.sa._sa import make_lattice, decode_lattice, decode_sentence,\ + encode_words, decode_words, isvar,\ + SuffixArray, DataArray, LCP, Precomputation, Alignment, BiLex,\ + HieroCachingRuleFactory, Sampler, Scorer +from cdec.sa.extractor import GrammarExtractor + +_SA_FEATURES = [] +_SA_ANNOTATORS = {} +_SA_CONFIGURE = [] + +def feature(fn): + _SA_FEATURES.append(fn) + return fn + +def annotator(fn): + _SA_ANNOTATORS[fn.__name__] = fn + +def annotate(sentence): + meta = {} + for name, fn in _SA_ANNOTATORS.iteritems(): + meta[name] = fn(sentence) + return meta + +def configure(fn): + _SA_CONFIGURE.append(fn) diff --git a/python/cdec/sa/_sa.c b/python/cdec/sa/_sa.c new file mode 100644 index 00000000..2e565e22 --- /dev/null +++ b/python/cdec/sa/_sa.c @@ -0,0 +1,80507 @@ +/* Generated by Cython 0.19.1 on Sun Jun 2 14:47:43 2013 */ + +#define PY_SSIZE_T_CLEAN +#ifndef CYTHON_USE_PYLONG_INTERNALS +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 0 +#else +#include "pyconfig.h" +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 1 +#else +#define CYTHON_USE_PYLONG_INTERNALS 0 +#endif +#endif +#endif +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x02040000 + #error Cython requires Python 2.4+. +#else +#include /* For offsetof */ +#ifndef offsetof +#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif +#if !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif +#ifdef PYPY_VERSION +#define CYTHON_COMPILING_IN_PYPY 1 +#define CYTHON_COMPILING_IN_CPYTHON 0 +#else +#define CYTHON_COMPILING_IN_PYPY 0 +#define CYTHON_COMPILING_IN_CPYTHON 1 +#endif +#if PY_VERSION_HEX < 0x02050000 + typedef int Py_ssize_t; + #define PY_SSIZE_T_MAX INT_MAX + #define PY_SSIZE_T_MIN INT_MIN + #define PY_FORMAT_SIZE_T "" + #define CYTHON_FORMAT_SSIZE_T "" + #define PyInt_FromSsize_t(z) PyInt_FromLong(z) + #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) + #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \ + (PyErr_Format(PyExc_TypeError, \ + "expected index value, got %.200s", Py_TYPE(o)->tp_name), \ + (PyObject*)0)) + #define __Pyx_PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && \ + !PyComplex_Check(o)) + #define PyIndex_Check __Pyx_PyIndex_Check + #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message) + #define __PYX_BUILD_PY_SSIZE_T "i" +#else + #define __PYX_BUILD_PY_SSIZE_T "n" + #define CYTHON_FORMAT_SSIZE_T "z" + #define __Pyx_PyIndex_Check PyIndex_Check +#endif +#if PY_VERSION_HEX < 0x02060000 + #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt) + #define Py_TYPE(ob) (((PyObject*)(ob))->ob_type) + #define Py_SIZE(ob) (((PyVarObject*)(ob))->ob_size) + #define PyVarObject_HEAD_INIT(type, size) \ + PyObject_HEAD_INIT(type) size, + #define PyType_Modified(t) + typedef struct { + void *buf; + PyObject *obj; + Py_ssize_t len; + Py_ssize_t itemsize; + int readonly; + int ndim; + char *format; + Py_ssize_t *shape; + Py_ssize_t *strides; + Py_ssize_t *suboffsets; + void *internal; + } Py_buffer; + #define PyBUF_SIMPLE 0 + #define PyBUF_WRITABLE 0x0001 + #define PyBUF_FORMAT 0x0004 + #define PyBUF_ND 0x0008 + #define PyBUF_STRIDES (0x0010 | PyBUF_ND) + #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES) + #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES) + #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES) + #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES) + #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE) + #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE) + typedef int (*getbufferproc)(PyObject *, Py_buffer *, int); + typedef void (*releasebufferproc)(PyObject *, Py_buffer *); +#endif +#if PY_MAJOR_VERSION < 3 + #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) +#else + #define __Pyx_BUILTIN_MODULE_NAME "builtins" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) +#endif +#if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6 + #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict") +#endif +#if PY_MAJOR_VERSION >= 3 + #define Py_TPFLAGS_CHECKTYPES 0 + #define Py_TPFLAGS_HAVE_INDEX 0 +#endif +#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3) + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif +#if PY_VERSION_HEX < 0x02060000 + #define Py_TPFLAGS_HAVE_VERSION_TAG 0 +#endif +#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) + #define CYTHON_PEP393_ENABLED 1 + #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? \ + 0 : _PyUnicode_Ready((PyObject *)(op))) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) + #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) +#else + #define CYTHON_PEP393_ENABLED 0 + #define __Pyx_PyUnicode_READY(op) (0) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) + #define __Pyx_PyUnicode_READ(k, d, i) ((k=k), (Py_UCS4)(((Py_UNICODE*)d)[i])) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBaseString_Type PyUnicode_Type + #define PyStringObject PyUnicodeObject + #define PyString_Type PyUnicode_Type + #define PyString_Check PyUnicode_Check + #define PyString_CheckExact PyUnicode_CheckExact +#endif +#if PY_VERSION_HEX < 0x02060000 + #define PyBytesObject PyStringObject + #define PyBytes_Type PyString_Type + #define PyBytes_Check PyString_Check + #define PyBytes_CheckExact PyString_CheckExact + #define PyBytes_FromString PyString_FromString + #define PyBytes_FromStringAndSize PyString_FromStringAndSize + #define PyBytes_FromFormat PyString_FromFormat + #define PyBytes_DecodeEscape PyString_DecodeEscape + #define PyBytes_AsString PyString_AsString + #define PyBytes_AsStringAndSize PyString_AsStringAndSize + #define PyBytes_Size PyString_Size + #define PyBytes_AS_STRING PyString_AS_STRING + #define PyBytes_GET_SIZE PyString_GET_SIZE + #define PyBytes_Repr PyString_Repr + #define PyBytes_Concat PyString_Concat + #define PyBytes_ConcatAndDel PyString_ConcatAndDel +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) + #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) +#else + #define __Pyx_PyBaseString_Check(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj) || \ + PyString_Check(obj) || PyUnicode_Check(obj)) + #define __Pyx_PyBaseString_CheckExact(obj) (Py_TYPE(obj) == &PyBaseString_Type) +#endif +#if PY_VERSION_HEX < 0x02060000 + #define PySet_Check(obj) PyObject_TypeCheck(obj, &PySet_Type) + #define PyFrozenSet_Check(obj) PyObject_TypeCheck(obj, &PyFrozenSet_Type) +#endif +#ifndef PySet_CheckExact + #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) +#endif +#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) +#if PY_MAJOR_VERSION >= 3 + #define PyIntObject PyLongObject + #define PyInt_Type PyLong_Type + #define PyInt_Check(op) PyLong_Check(op) + #define PyInt_CheckExact(op) PyLong_CheckExact(op) + #define PyInt_FromString PyLong_FromString + #define PyInt_FromUnicode PyLong_FromUnicode + #define PyInt_FromLong PyLong_FromLong + #define PyInt_FromSize_t PyLong_FromSize_t + #define PyInt_FromSsize_t PyLong_FromSsize_t + #define PyInt_AsLong PyLong_AsLong + #define PyInt_AS_LONG PyLong_AS_LONG + #define PyInt_AsSsize_t PyLong_AsSsize_t + #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask + #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBoolObject PyLongObject +#endif +#if PY_VERSION_HEX < 0x03020000 + typedef long Py_hash_t; + #define __Pyx_PyInt_FromHash_t PyInt_FromLong + #define __Pyx_PyInt_AsHash_t PyInt_AsLong +#else + #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t + #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t +#endif +#if (PY_MAJOR_VERSION < 3) || (PY_VERSION_HEX >= 0x03010300) + #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b) + #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value) + #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b) +#else + #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0))) + #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1))) + #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1))) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) +#endif +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n))) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n))) +#else + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n)) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n)) +#endif +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_NAMESTR(n) ((char *)(n)) + #define __Pyx_DOCSTR(n) ((char *)(n)) +#else + #define __Pyx_NAMESTR(n) (n) + #define __Pyx_DOCSTR(n) (n) +#endif +#ifndef CYTHON_INLINE + #if defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif +#ifndef CYTHON_RESTRICT + #if defined(__GNUC__) + #define CYTHON_RESTRICT __restrict__ + #elif defined(_MSC_VER) + #define CYTHON_RESTRICT __restrict + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_RESTRICT restrict + #else + #define CYTHON_RESTRICT + #endif +#endif +#ifdef NAN +#define __PYX_NAN() ((float) NAN) +#else +static CYTHON_INLINE float __PYX_NAN() { + /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and + a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is + a quiet NaN. */ + float value; + memset(&value, 0xFF, sizeof(value)); + return value; +} +#endif + + +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#else + #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) +#endif + +#ifndef __PYX_EXTERN_C + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#if defined(WIN32) || defined(MS_WINDOWS) +#define _USE_MATH_DEFINES +#endif +#include +#define __PYX_HAVE___sa +#define __PYX_HAVE_API___sa +#include "string.h" +#include "stdio.h" +#include "stdlib.h" +#include "strmap.h" +#include "math.h" +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#ifdef PYREX_WITHOUT_ASSERTIONS +#define CYTHON_WITHOUT_ASSERTIONS +#endif + +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif +typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; + const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/ + +#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 +#define __PYX_DEFAULT_STRING_ENCODING "" +#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString +#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); +static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); +#define __Pyx_PyBytes_FromString PyBytes_FromString +#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char*); +#if PY_MAJOR_VERSION < 3 + #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString + #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#else + #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString + #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize +#endif +#define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((char*)s) +#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((char*)s) +#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((char*)s) +#define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((char*)s) +#if PY_MAJOR_VERSION < 3 +static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) +{ + const Py_UNICODE *u_end = u; + while (*u_end++) ; + return u_end - u - 1; +} +#else +#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen +#endif +#define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) +#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode +#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode +#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) +#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x); +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); +#if CYTHON_COMPILING_IN_CPYTHON +#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) +#else +#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) +#endif +#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII +static int __Pyx_sys_getdefaultencoding_not_ascii; +static int __Pyx_init_sys_getdefaultencoding_params() { + PyObject* sys = NULL; + PyObject* default_encoding = NULL; + PyObject* ascii_chars_u = NULL; + PyObject* ascii_chars_b = NULL; + sys = PyImport_ImportModule("sys"); + if (sys == NULL) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); + if (default_encoding == NULL) goto bad; + if (strcmp(PyBytes_AsString(default_encoding), "ascii") == 0) { + __Pyx_sys_getdefaultencoding_not_ascii = 0; + } else { + const char* default_encoding_c = PyBytes_AS_STRING(default_encoding); + char ascii_chars[128]; + int c; + for (c = 0; c < 128; c++) { + ascii_chars[c] = c; + } + __Pyx_sys_getdefaultencoding_not_ascii = 1; + ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); + if (ascii_chars_u == NULL) goto bad; + ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); + if (ascii_chars_b == NULL || strncmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { + PyErr_Format( + PyExc_ValueError, + "This module compiled with c_string_encoding=ascii, but default encoding '%s' is not a superset of ascii.", + default_encoding_c); + goto bad; + } + } + Py_XDECREF(sys); + Py_XDECREF(default_encoding); + Py_XDECREF(ascii_chars_u); + Py_XDECREF(ascii_chars_b); + return 0; +bad: + Py_XDECREF(sys); + Py_XDECREF(default_encoding); + Py_XDECREF(ascii_chars_u); + Py_XDECREF(ascii_chars_b); + return -1; +} +#endif +#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 +#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) +#else +#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) +#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT +static char* __PYX_DEFAULT_STRING_ENCODING; +static int __Pyx_init_sys_getdefaultencoding_params() { + PyObject* sys = NULL; + PyObject* default_encoding = NULL; + char* default_encoding_c; + sys = PyImport_ImportModule("sys"); + if (sys == NULL) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); + if (default_encoding == NULL) goto bad; + default_encoding_c = PyBytes_AS_STRING(default_encoding); + __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c)); + strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); + Py_DECREF(sys); + Py_DECREF(default_encoding); + return 0; +bad: + Py_XDECREF(sys); + Py_XDECREF(default_encoding); + return -1; +} +#endif +#endif + + +#ifdef __GNUC__ + /* Test for GCC > 2.95 */ + #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)) + #define likely(x) __builtin_expect(!!(x), 1) + #define unlikely(x) __builtin_expect(!!(x), 0) + #else /* __GNUC__ > 2 ... */ + #define likely(x) (x) + #define unlikely(x) (x) + #endif /* __GNUC__ > 2 ... */ +#else /* __GNUC__ */ + #define likely(x) (x) + #define unlikely(x) (x) +#endif /* __GNUC__ */ + +static PyObject *__pyx_m; +static PyObject *__pyx_d; +static PyObject *__pyx_b; +static PyObject *__pyx_empty_tuple; +static PyObject *__pyx_empty_bytes; +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * __pyx_cfilenm= __FILE__; +static const char *__pyx_filename; + + +static const char *__pyx_f[] = { + "_sa.pyx", + "float_list.pxi", + "int_list.pxi", + "data_array.pxi", + "alignment.pxi", + "bilex.pxi", + "veb.pxi", + "rule.pxi", + "rulefactory.pxi", + "lcp.pxi", + "sym.pxi", + "precomputation.pxi", + "suffix_array.pxi", + "features.pxi", + "str_map.pxi", +}; + +/*--- Type declarations ---*/ +struct __pyx_obj_3_sa_HieroCachingRuleFactory; +struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence; +struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats; +struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr; +struct __pyx_obj_3_sa_IntList; +struct __pyx_obj_3_sa_VEBIterator; +struct __pyx_obj_3_sa_BiLex; +struct __pyx_obj_3_sa_VEB; +struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words; +struct __pyx_obj_3_sa_LCP; +struct __pyx_obj_3_sa_DataArray; +struct __pyx_obj_3_sa_BitSetIterator; +struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr; +struct __pyx_obj_3_sa_Precomputation; +struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments; +struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr; +struct __pyx_obj_3_sa_SuffixArray; +struct __pyx_obj_3_sa___pyx_scope_struct_16___str__; +struct __pyx_obj_3_sa_Alphabet; +struct __pyx_obj_3_sa_Rule; +struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance; +struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr; +struct __pyx_obj_3_sa_PhraseLocation; +struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__; +struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule; +struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule; +struct __pyx_obj_3_sa___pyx_scope_struct_28___str__; +struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext; +struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words; +struct __pyx_obj_3_sa_FeatureVector; +struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice; +struct __pyx_obj_3_sa___pyx_scope_struct_19_input; +struct __pyx_obj_3_sa_Scorer; +struct __pyx_obj_3_sa_Alignment; +struct __pyx_obj_3_sa_BitSet; +struct __pyx_obj_3_sa_Sampler; +struct __pyx_obj_3_sa_StringMap; +struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases; +struct __pyx_obj_3_sa_TrieNode; +struct __pyx_obj_3_sa_ExtendedTrieNode; +struct __pyx_obj_3_sa_TrieMap; +struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice; +struct __pyx_obj_3_sa_Phrase; +struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__; +struct __pyx_obj_3_sa___pyx_scope_struct____iter__; +struct __pyx_obj_3_sa_TrieTable; +struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr; +struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr; +struct __pyx_obj_3_sa_FloatList; +struct __pyx_t_3_sa__node; +struct __pyx_t_3_sa__BitSet; +struct __pyx_t_3_sa__VEB; +struct __pyx_t_3_sa__Trie_Edge; +struct __pyx_t_3_sa__Trie_Node; +struct __pyx_t_3_sa_match_node; +struct __pyx_t_3_sa_Matching; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":9 + * from libc.string cimport memset, strcpy + * + * cdef struct _node: # <<<<<<<<<<<<<< + * _node* smaller + * _node* bigger + */ +struct __pyx_t_3_sa__node { + struct __pyx_t_3_sa__node *smaller; + struct __pyx_t_3_sa__node *bigger; + int key; + int val; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":30 + * _init_lower_mask() + * + * cdef struct _BitSet: # <<<<<<<<<<<<<< + * long bitset + * int min_val + */ +struct __pyx_t_3_sa__BitSet { + long bitset; + int min_val; + int max_val; + int size; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":168 + * return result + * + * cdef struct _VEB: # <<<<<<<<<<<<<< + * int top_universe_size + * int num_bottom_bits + */ +struct __pyx_t_3_sa__VEB { + int top_universe_size; + int num_bottom_bits; + int max_val; + int min_val; + int size; + void *top; + void **bottom; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":10 + * cdef struct _Trie_Node # forward decl + * + * cdef struct _Trie_Edge: # <<<<<<<<<<<<<< + * int val + * _Trie_Node* node + */ +struct __pyx_t_3_sa__Trie_Edge { + int val; + struct __pyx_t_3_sa__Trie_Node *node; + struct __pyx_t_3_sa__Trie_Edge *bigger; + struct __pyx_t_3_sa__Trie_Edge *smaller; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":8 + * from libc.string cimport memset, memcpy + * + * cdef struct _Trie_Node # forward decl # <<<<<<<<<<<<<< + * + * cdef struct _Trie_Edge: + */ +struct __pyx_t_3_sa__Trie_Node { + struct __pyx_t_3_sa__Trie_Edge *root; + int *arr; + int arr_len; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":76 + * + * # linked list structure for storing matches in BaselineRuleFactory + * cdef struct match_node: # <<<<<<<<<<<<<< + * int* match + * match_node* next + */ +struct __pyx_t_3_sa_match_node { + int *match; + struct __pyx_t_3_sa_match_node *next; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":172 + * + * # struct used to encapsulate a single matching + * cdef struct Matching: # <<<<<<<<<<<<<< + * int* arr + * int start + */ +struct __pyx_t_3_sa_Matching { + int *arr; + int start; + int end; + int sent_id; + int size; +}; + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":228 + * + * + * cdef class HieroCachingRuleFactory: # <<<<<<<<<<<<<< + * '''This RuleFactory implements a caching + * method using TrieTable, which makes phrase + */ +struct __pyx_obj_3_sa_HieroCachingRuleFactory { + PyObject_HEAD + struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *__pyx_vtab; + struct __pyx_obj_3_sa_TrieTable *rules; + struct __pyx_obj_3_sa_Sampler *sampler; + struct __pyx_obj_3_sa_Scorer *scorer; + int max_chunks; + int max_target_chunks; + int max_length; + int max_target_length; + int max_nonterminals; + int max_initial_size; + int train_max_initial_size; + int min_gap_size; + int train_min_gap_size; + int category; + PyObject *precomputed_index; + PyObject *precomputed_collocations; + PyObject *precompute_file; + PyObject *max_rank; + int precompute_rank; + int precompute_secondary_rank; + int use_baeza_yates; + int use_index; + int use_collocations; + float by_slack_factor; + PyObject *prev_norm_prefix; + float extract_time; + float intersect_time; + struct __pyx_obj_3_sa_SuffixArray *fsa; + struct __pyx_obj_3_sa_DataArray *fda; + struct __pyx_obj_3_sa_DataArray *eda; + struct __pyx_obj_3_sa_Alignment *alignment; + struct __pyx_obj_3_sa_IntList *eid2symid; + struct __pyx_obj_3_sa_IntList *fid2symid; + int tight_phrases; + int require_aligned_terminal; + int require_aligned_chunks; + struct __pyx_obj_3_sa_IntList *findexes; + struct __pyx_obj_3_sa_IntList *findexes1; + int online; + PyObject *samples_f; + PyObject *phrases_f; + PyObject *phrases_e; + PyObject *phrases_fe; + PyObject *phrases_al; + PyObject *bilex_f; + PyObject *bilex_e; + PyObject *bilex_fe; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":118 + * for arc in node for node in lattice) + * + * def decode_sentence(lattice): # <<<<<<<<<<<<<< + * return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice) + * + */ +struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence { + PyObject_HEAD + PyObject *__pyx_v_lattice; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":187 + * fields = [sym_tostring(self.lhs), str(self.f), str(self.e), str(self.scores)] + * if self.word_alignments is not None: + * fields.append(' '.join('%d-%d' % a for a in self.alignments())) # <<<<<<<<<<<<<< + * return ' ||| '.join(fields) + * + */ +struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr { + PyObject_HEAD + struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *__pyx_outer_scope; + PyObject *__pyx_v_a; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1187 + * # Online rule extraction and scoring + * if self.online: + * f_syms = tuple(word[0][0] for word in fwords) # <<<<<<<<<<<<<< + * for f, lex_i, lex_j in self.get_f_phrases(f_syms): + * spanlen = (lex_j - lex_i) + 1 + */ +struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr { + PyObject_HEAD + struct __pyx_obj_3_sa___pyx_scope_struct_19_input *__pyx_outer_scope; + PyObject *__pyx_v_word; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":36 + * logger.info("LCP array completed") + * + * def compute_stats(self, int max_n): # <<<<<<<<<<<<<< + * """Note: the output of this function is not exact. In + * particular, the frequency associated with each word is + */ +struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats { + PyObject_HEAD + int __pyx_v_N; + int __pyx_v_freq; + int __pyx_v_h; + int __pyx_v_i; + int __pyx_v_ii; + int __pyx_v_iii; + int __pyx_v_j; + int __pyx_v_k; + int __pyx_v_max_n; + int __pyx_v_n; + PyObject *__pyx_v_ngram; + struct __pyx_obj_3_sa_IntList *__pyx_v_ngram_start; + PyObject *__pyx_v_ngram_starts; + int __pyx_v_rs; + struct __pyx_obj_3_sa_IntList *__pyx_v_run_start; + struct __pyx_obj_3_sa_LCP *__pyx_v_self; + int __pyx_v_valid; + struct __pyx_obj_3_sa_VEB *__pyx_v_veb; + int __pyx_t_0; +}; + + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":122 + * + * def encode_words(words): + * return tuple(sym_fromstring(word, True) for word in words) # <<<<<<<<<<<<<< + * + * def decode_words(syms): + */ +struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr { + PyObject_HEAD + struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *__pyx_outer_scope; + PyObject *__pyx_v_word; + 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<SetupContext((name), __LINE__, __FILE__); \ + PyGILState_Release(__pyx_gilstate_save); \ + } else { \ + __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \ + } +#else + #define __Pyx_RefNannySetupContext(name, acquire_gil) \ + __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__) +#endif + #define __Pyx_RefNannyFinishContext() \ + __Pyx_RefNanny->FinishContext(&__pyx_refnanny) + #define __Pyx_INCREF(r) __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_DECREF(r) __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_GOTREF(r) __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_XINCREF(r) do { if((r) != NULL) {__Pyx_INCREF(r); }} while(0) + #define __Pyx_XDECREF(r) do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0) + #define __Pyx_XGOTREF(r) do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0) + #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0) +#else + #define __Pyx_RefNannyDeclarations + #define __Pyx_RefNannySetupContext(name, acquire_gil) + #define __Pyx_RefNannyFinishContext() + #define __Pyx_INCREF(r) Py_INCREF(r) + #define __Pyx_DECREF(r) Py_DECREF(r) + #define __Pyx_GOTREF(r) + #define __Pyx_GIVEREF(r) + #define __Pyx_XINCREF(r) Py_XINCREF(r) + #define __Pyx_XDECREF(r) Py_XDECREF(r) + #define __Pyx_XGOTREF(r) + #define __Pyx_XGIVEREF(r) +#endif /* CYTHON_REFNANNY */ +#define __Pyx_CLEAR(r) do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0) +#define __Pyx_XCLEAR(r) do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0) + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) { + PyTypeObject* tp = Py_TYPE(obj); + if (likely(tp->tp_getattro)) + return tp->tp_getattro(obj, attr_name); +#if PY_MAJOR_VERSION < 3 + if (likely(tp->tp_getattr)) + return tp->tp_getattr(obj, PyString_AS_STRING(attr_name)); +#endif + return PyObject_GetAttr(obj, attr_name); +} +#else +#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) +#endif + +static PyObject *__Pyx_GetBuiltinName(PyObject *name); /*proto*/ + +static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name); /*proto*/ + +static int __Pyx_PyBytes_SingleTailmatch(PyObject* self, PyObject* arg, Py_ssize_t start, + Py_ssize_t end, int direction) +{ + const char* self_ptr = PyBytes_AS_STRING(self); + Py_ssize_t self_len = PyBytes_GET_SIZE(self); + const char* sub_ptr; + Py_ssize_t sub_len; + int retval; +#if PY_VERSION_HEX >= 0x02060000 + Py_buffer view; + view.obj = NULL; +#endif + if ( PyBytes_Check(arg) ) { + sub_ptr = PyBytes_AS_STRING(arg); + sub_len = PyBytes_GET_SIZE(arg); + } +#if PY_MAJOR_VERSION < 3 + else if ( PyUnicode_Check(arg) ) { + return PyUnicode_Tailmatch(self, arg, start, end, direction); + } +#endif + else { +#if PY_VERSION_HEX < 0x02060000 + if (unlikely(PyObject_AsCharBuffer(arg, &sub_ptr, &sub_len))) + return -1; +#else + if (unlikely(PyObject_GetBuffer(self, &view, PyBUF_SIMPLE) == -1)) + return -1; + sub_ptr = (const char*) view.buf; + sub_len = view.len; +#endif + } + if (end > self_len) + end = self_len; + else if (end < 0) + end += self_len; + if (end < 0) + end = 0; + if (start < 0) + start += self_len; + if (start < 0) + start = 0; + if (direction > 0) { + if (end-sub_len > start) + start = end - sub_len; + } + if (start + sub_len <= end) + retval = !memcmp(self_ptr+start, sub_ptr, sub_len); + else + retval = 0; +#if PY_VERSION_HEX >= 0x02060000 + if (view.obj) + PyBuffer_Release(&view); +#endif + return retval; +} +static int __Pyx_PyBytes_Tailmatch(PyObject* self, PyObject* substr, Py_ssize_t start, + Py_ssize_t end, int direction) +{ + if (unlikely(PyTuple_Check(substr))) { + Py_ssize_t i, count = PyTuple_GET_SIZE(substr); + for (i = 0; i < count; i++) { + int result; +#if CYTHON_COMPILING_IN_CPYTHON + result = __Pyx_PyBytes_SingleTailmatch(self, PyTuple_GET_ITEM(substr, i), + start, end, direction); +#else + PyObject* sub = PySequence_GetItem(substr, i); + if (unlikely(!sub)) return -1; + result = __Pyx_PyBytes_SingleTailmatch(self, sub, start, end, direction); + Py_DECREF(sub); +#endif + if (result) { + return result; + } + } + return 0; + } + return __Pyx_PyBytes_SingleTailmatch(self, substr, start, end, direction); +} + +static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/ + +static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ + PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \ + const char* function_name); /*proto*/ + +static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, + Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/ + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ + +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename); /*proto*/ + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) +#endif + +#define __Pyx_GetItemInt(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_Fast(o, i, is_list, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +#define __Pyx_GetItemInt_List(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_List_Fast(o, i, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_Tuple_Fast(o, i, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck); + +static CYTHON_INLINE int __Pyx_PySequence_Contains(PyObject* item, PyObject* seq, int eq) { + int result = PySequence_Contains(seq, item); + return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); +} + +static PyObject* __Pyx_PyObject_CallMethodTuple(PyObject* obj, PyObject* method_name, PyObject* args) { + PyObject *method, *result = NULL; + if (unlikely(!args)) return NULL; + method = __Pyx_PyObject_GetAttrStr(obj, method_name); + if (unlikely(!method)) goto bad; + result = PyObject_Call(method, args, NULL); + Py_DECREF(method); +bad: + Py_DECREF(args); + return result; +} +#define __Pyx_PyObject_CallMethod3(obj, name, arg1, arg2, arg3) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(3, arg1, arg2, arg3)) +#define __Pyx_PyObject_CallMethod2(obj, name, arg1, arg2) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(2, arg1, arg2)) +#define __Pyx_PyObject_CallMethod1(obj, name, arg1) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(1, arg1)) +#define __Pyx_PyObject_CallMethod0(obj, name) \ + __Pyx_PyObject_CallMethodTuple(obj, name, (Py_INCREF(__pyx_empty_tuple), __pyx_empty_tuple)) + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x); /*proto*/ + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); + +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice( + PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, + PyObject** py_start, PyObject** py_stop, PyObject** py_slice, + int has_cstart, int has_cstop, int wraparound); + +static CYTHON_INLINE int __Pyx_div_int(int, int); /* proto */ + +#ifndef __PYX_FORCE_INIT_THREADS + #define __PYX_FORCE_INIT_THREADS 0 +#endif + +#define UNARY_NEG_WOULD_OVERFLOW(x) (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) + +static CYTHON_INLINE int __Pyx_mod_int(int, int); /* proto */ + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE int __Pyx_IterFinish(void); /*proto*/ + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ + +#define __Pyx_SetItemInt(o, i, v, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_SetItemInt_Fast(o, i, v, is_list, wraparound, boundscheck) : \ + __Pyx_SetItemInt_Generic(o, to_py_func(i), v)) +static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v); +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, + int is_list, int wraparound, int boundscheck); + +static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ +#if CYTHON_COMPILING_IN_PYPY +#define __Pyx_PyObject_AsDouble(obj) \ +(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \ + likely(PyInt_CheckExact(obj)) ? \ + PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj)) +#else +#define __Pyx_PyObject_AsDouble(obj) \ +((likely(PyFloat_CheckExact(obj))) ? \ + PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj)) +#endif + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); + +static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */ + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact); /*proto*/ + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len)) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) +#endif + +static CYTHON_INLINE int __Pyx_PyDict_Contains(PyObject* item, PyObject* dict, int eq) { + int result = PyDict_Contains(dict, item); + return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); + +static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index); /*proto*/ + +static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** value1, PyObject** value2, + int is_tuple, int has_known_size, int decref_tuple); + +static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name, + Py_ssize_t* p_orig_length, int* p_is_dict); +static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos, + PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict); + +#if PY_VERSION_HEX < 0x02050000 +#ifndef PyAnySet_CheckExact +#define PyAnySet_CheckExact(ob) \ + ((ob)->ob_type == &PySet_Type || \ + (ob)->ob_type == &PyFrozenSet_Type) +#define PySet_New(iterable) \ + PyObject_CallFunctionObjArgs((PyObject *)&PySet_Type, (iterable), NULL) +#define Pyx_PyFrozenSet_New(iterable) \ + PyObject_CallFunctionObjArgs((PyObject *)&PyFrozenSet_Type, (iterable), NULL) +#define PySet_Size(anyset) \ + PyObject_Size((anyset)) +#define PySet_Contains(anyset, key) \ + PySequence_Contains((anyset), (key)) +#define PySet_Pop(set) \ + PyObject_CallMethod(set, (char *)"pop", NULL) +static CYTHON_INLINE int PySet_Clear(PyObject *set) { + PyObject *ret = PyObject_CallMethod(set, (char *)"clear", NULL); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +static CYTHON_INLINE int PySet_Discard(PyObject *set, PyObject *key) { + PyObject *ret = PyObject_CallMethod(set, (char *)"discard", (char *)"O", key); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +static CYTHON_INLINE int PySet_Add(PyObject *set, PyObject *key) { + PyObject *ret = PyObject_CallMethod(set, (char *)"add", (char *)"O", key); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +#endif /* PyAnySet_CheckExact (<= Py2.4) */ +#endif /* < Py2.5 */ + +static CYTHON_INLINE long __Pyx_mod_long(long, long); /* proto */ + +#if PY_MAJOR_VERSION >= 3 +static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) { + PyObject *value; + value = PyDict_GetItemWithError(d, key); + if (unlikely(!value)) { + if (!PyErr_Occurred()) { + PyObject* args = PyTuple_Pack(1, key); + if (likely(args)) + PyErr_SetObject(PyExc_KeyError, args); + Py_XDECREF(args); + } + return NULL; + } + Py_INCREF(value); + return value; +} +#else + #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) +#endif + +#define __Pyx_CyFunction_USED 1 +#include +#define __Pyx_CYFUNCTION_STATICMETHOD 0x01 +#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 +#define __Pyx_CYFUNCTION_CCLASS 0x04 +#define __Pyx_CyFunction_GetClosure(f) \ + (((__pyx_CyFunctionObject *) (f))->func_closure) +#define __Pyx_CyFunction_GetClassObj(f) \ + (((__pyx_CyFunctionObject *) (f))->func_classobj) +#define __Pyx_CyFunction_Defaults(type, f) \ + ((type *)(((__pyx_CyFunctionObject *) (f))->defaults)) +#define __Pyx_CyFunction_SetDefaultsGetter(f, g) \ + ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g) +typedef struct { + PyCFunctionObject func; + int flags; + PyObject *func_dict; + PyObject *func_weakreflist; + PyObject *func_name; + PyObject *func_qualname; + PyObject *func_doc; + PyObject *func_code; + PyObject *func_closure; + PyObject *func_classobj; /* No-args super() class cell */ + void *defaults; + int defaults_pyobjects; + PyObject *defaults_tuple; /* Const defaults tuple */ + PyObject *defaults_kwdict; /* Const kwonly defaults dict */ + PyObject *(*defaults_getter)(PyObject *); + PyObject *func_annotations; /* function annotations dict */ +} __pyx_CyFunctionObject; +static PyTypeObject *__pyx_CyFunctionType = 0; +#define __Pyx_CyFunction_NewEx(ml, flags, qualname, self, module, code) \ + __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, qualname, self, module, code) +static PyObject *__Pyx_CyFunction_New(PyTypeObject *, PyMethodDef *ml, + int flags, PyObject* qualname, + PyObject *self, PyObject *module, + PyObject* code); +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m, + size_t size, + int pyobjects); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, + PyObject *tuple); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m, + PyObject *dict); +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m, + PyObject *dict); +static int __Pyx_CyFunction_init(void); + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L); /*proto*/ + +#include + +static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ + +static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); /*proto*/ + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); /*proto*/ + +static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *); + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *); + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *); + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *); + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *); + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *); + +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *); + +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *); + +static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *); + +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *); + +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); + +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +#define __Pyx_Generator_USED +#include +#include +typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); +typedef struct { + PyObject_HEAD + __pyx_generator_body_t body; + PyObject *closure; + PyObject *exc_type; + PyObject *exc_value; + PyObject *exc_traceback; + PyObject *gi_weakreflist; + PyObject *classobj; + PyObject *yieldfrom; + int resume_label; + char is_running; // using T_BOOL for property below requires char value +} __pyx_GeneratorObject; +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure); +static int __pyx_Generator_init(void); +static int __Pyx_Generator_clear(PyObject* self); +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue); +#else +#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue) +#endif + +static int __Pyx_check_binary_version(void); + +static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig); /*proto*/ + +typedef struct { + int code_line; + PyCodeObject* code_object; +} __Pyx_CodeObjectCacheEntry; +struct __Pyx_CodeObjectCache { + int count; + int max_count; + __Pyx_CodeObjectCacheEntry* entries; +}; +static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); +static PyCodeObject *__pyx_find_code_object(int code_line); +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); + +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename); /*proto*/ + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ + + +/* Module declarations from 'libc.string' */ + +/* Module declarations from 'libc.stdio' */ + +/* Module declarations from 'libc.stdlib' */ + +/* Module declarations from 'libc.math' */ + +/* Module declarations from '_sa' */ +static PyTypeObject *__pyx_ptype_3_sa_HieroCachingRuleFactory = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_9_decode_sentence = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_17_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_20_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_3_compute_stats = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_12_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_29_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa_IntList = 0; +static PyTypeObject *__pyx_ptype_3_sa_VEBIterator = 0; +static PyTypeObject *__pyx_ptype_3_sa_BiLex = 0; +static PyTypeObject *__pyx_ptype_3_sa_VEB = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_11_encode_words = 0; +static PyTypeObject *__pyx_ptype_3_sa_LCP = 0; +static PyTypeObject *__pyx_ptype_3_sa_DataArray = 0; +static PyTypeObject *__pyx_ptype_3_sa_BitSetIterator = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_23_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa_Precomputation = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_18_alignments = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_14_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa_SuffixArray = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_16___str__ = 0; +static PyTypeObject *__pyx_ptype_3_sa_Alphabet = 0; +static PyTypeObject *__pyx_ptype_3_sa_Rule = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_6_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_21_add_instance = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_2_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa_PhraseLocation = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_15___iter__ = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_22_form_rule = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_25_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_24_fmt_rule = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_28___str__ = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_1_read_bitext = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_13_decode_words = 0; +static PyTypeObject *__pyx_ptype_3_sa_FeatureVector = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_7_decode_lattice = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_19_input = 0; +static PyTypeObject *__pyx_ptype_3_sa_Scorer = 0; +static PyTypeObject *__pyx_ptype_3_sa_Alignment = 0; +static PyTypeObject *__pyx_ptype_3_sa_BitSet = 0; +static PyTypeObject *__pyx_ptype_3_sa_Sampler = 0; +static PyTypeObject *__pyx_ptype_3_sa_StringMap = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_26_get_f_phrases = 0; +static PyTypeObject *__pyx_ptype_3_sa_TrieNode = 0; +static PyTypeObject *__pyx_ptype_3_sa_ExtendedTrieNode = 0; +static PyTypeObject *__pyx_ptype_3_sa_TrieMap = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_8_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_4_make_lattice = 0; +static PyTypeObject *__pyx_ptype_3_sa_Phrase = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_27___iter__ = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct____iter__ = 0; +static PyTypeObject *__pyx_ptype_3_sa_TrieTable = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_5_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa___pyx_scope_struct_10_genexpr = 0; +static PyTypeObject *__pyx_ptype_3_sa_FloatList = 0; +static int __pyx_v_3_sa_ALIGNMENT_CODE; +static int __pyx_v_3_sa_MIN_BOTTOM_SIZE; +static int __pyx_v_3_sa_MIN_BOTTOM_BITS; +static int __pyx_v_3_sa_LOWER_MASK[32]; +static int __pyx_v_3_sa_INDEX_SHIFT; +static int __pyx_v_3_sa_INDEX_MASK; +static struct __pyx_obj_3_sa_Alphabet *__pyx_v_3_sa_ALPHABET = 0; +static int __pyx_v_3_sa_PRECOMPUTE; +static int __pyx_v_3_sa_MERGE; +static int __pyx_v_3_sa_BAEZA_YATES; +static int __pyx_v_3_sa_EPSILON; +static struct __pyx_obj_3_sa_StringMap *__pyx_v_3_sa_FD = 0; +static char *__pyx_f_3_sa_sym_tostring(int); /*proto*/ +static int __pyx_f_3_sa_sym_isvar(int); /*proto*/ +static int __pyx_f_3_sa_sym_getindex(int); /*proto*/ +static struct __pyx_t_3_sa__node *__pyx_f_3_sa_new_node(int); /*proto*/ +static PyObject *__pyx_f_3_sa_del_node(struct __pyx_t_3_sa__node *); /*proto*/ +static int *__pyx_f_3_sa_get_val(struct __pyx_t_3_sa__node *, int); /*proto*/ +static void __pyx_f_3_sa__init_lower_mask(void); /*proto*/ +static struct __pyx_t_3_sa__BitSet *__pyx_f_3_sa_new_BitSet(void); /*proto*/ +static int __pyx_f_3_sa_bitset_findsucc(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ +static int __pyx_f_3_sa_bitset_insert(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ +static int __pyx_f_3_sa_bitset_contains(struct __pyx_t_3_sa__BitSet *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_dec2bin(long); /*proto*/ +static struct __pyx_t_3_sa__VEB *__pyx_f_3_sa_new_VEB(int); /*proto*/ +static int __pyx_f_3_sa_VEB_insert(struct __pyx_t_3_sa__VEB *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_del_VEB(struct __pyx_t_3_sa__VEB *); /*proto*/ +static int __pyx_f_3_sa_VEB_findsucc(struct __pyx_t_3_sa__VEB *, int); /*proto*/ +static int __pyx_f_3_sa_VEB_contains(struct __pyx_t_3_sa__VEB *, int); /*proto*/ +static int __pyx_f_3_sa_sym_setindex(int, int); /*proto*/ +static int __pyx_f_3_sa_sym_fromstring(char *, int); /*proto*/ +static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_new_trie_node(void); /*proto*/ +static struct __pyx_t_3_sa__Trie_Edge *__pyx_f_3_sa_new_trie_edge(int); /*proto*/ +static PyObject *__pyx_f_3_sa_free_trie_node(struct __pyx_t_3_sa__Trie_Node *); /*proto*/ +static PyObject *__pyx_f_3_sa_free_trie_edge(struct __pyx_t_3_sa__Trie_Edge *); /*proto*/ +static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_find(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_trie_node_data_append(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ +static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_insert(struct __pyx_t_3_sa__Trie_Node *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_trie_node_to_map(struct __pyx_t_3_sa__Trie_Node *, PyObject *, PyObject *, int); /*proto*/ +static PyObject *__pyx_f_3_sa_trie_edge_to_map(struct __pyx_t_3_sa__Trie_Edge *, PyObject *, PyObject *, int); /*proto*/ +static void __pyx_f_3_sa_assign_matching(struct __pyx_t_3_sa_Matching *, int *, int, int, int *); /*proto*/ +static int *__pyx_f_3_sa_append_combined_matching(int *, struct __pyx_t_3_sa_Matching *, struct __pyx_t_3_sa_Matching *, int, int, int *); /*proto*/ +static int *__pyx_f_3_sa_extend_arr(int *, int *, int *, int); /*proto*/ +static int __pyx_f_3_sa_median(int, int, int); /*proto*/ +static void __pyx_f_3_sa_find_comparable_matchings(int, int, int *, int, int, int *, int *); /*proto*/ +#define __Pyx_MODULE_NAME "_sa" +int __pyx_module_is_main__sa = 0; + +/* Implementation of '_sa' */ +static PyObject *__pyx_builtin_open; +static PyObject *__pyx_builtin_IndexError; +static PyObject *__pyx_builtin_range; +static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_TypeError; +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_map; +static PyObject *__pyx_builtin_Exception; +static PyObject *__pyx_builtin_zip; +static PyObject *__pyx_builtin_StopIteration; +static PyObject *__pyx_builtin_cmp; +static PyObject *__pyx_builtin_sorted; +static PyObject *__pyx_builtin_max; +static PyObject *__pyx_pf_3_sa_monitor_cpu(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_2gzip_or_text(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_3_sa_9FloatList___cinit__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ +static void __pyx_pf_3_sa_9FloatList_2__dealloc__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_4__getitem__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_3_sa_9FloatList_6__setitem__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_9FloatList_8__len__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_10append(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, float __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_12write(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9FloatList_14read(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_3_sa_7IntList___cinit__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_2__str__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_4index(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_6partition(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_8_doquicksort(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_10sort(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_12reset(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_7IntList_14__dealloc__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_16__iter__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_19__getitem__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ +static int __pyx_pf_3_sa_7IntList_21__setitem__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_7IntList_23__len__(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_25get_size(struct __pyx_obj_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_27append(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_29extend(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_31write(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_7IntList_33read(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_3_sa_9StringMap___cinit__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_9StringMap_2__dealloc__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray___cinit__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side, int __pyx_v_use_sent_id); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_9DataArray_2__len__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_4get_sentence_id(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_6get_sentence(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_8get_id(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_word); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_10__getitem__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_12get_sentence_bounds(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_14write_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_16read_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_11read_bitext_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_18read_bitext(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename, int __pyx_v_side); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_20read_text_data(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_data); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_22read_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_24write_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_26write_enhanced_handle(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_28write_enhanced(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_7word2id___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7word2id_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7word2id_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_7id2word___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7id2word_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7id2word_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_4data___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray_4data_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9DataArray_4data_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_7sent_id___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7sent_id_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9DataArray_7sent_id_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9DataArray_10sent_index___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9DataArray_10sent_index_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9DataArray_10sent_index_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_unlink(CYTHON_UNUSED struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_link); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_2get_sent_links(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id); /* proto */ +static int __pyx_pf_3_sa_9Alignment_4__cinit__(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_6read_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_8read_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_10write_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_12write_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_9Alignment_16alignment(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_3_sa_5BiLex___cinit__(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_from_text, PyObject *__pyx_v_from_data, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_earray, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_alignment); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_2write_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_4read_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_6get_e_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_eword); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_8get_f_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_10read_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_14get_score(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword, PyObject *__pyx_v_eword, PyObject *__pyx_v_col); /* proto */ +static PyObject *__pyx_pf_3_sa_5BiLex_16write_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_14BitSetIterator___next__(struct __pyx_obj_3_sa_BitSetIterator *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_6BitSet___cinit__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_6BitSet_2__dealloc__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_4__iter__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_6insert(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_8findsucc(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_10__str__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_12min(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6BitSet_14max(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_6BitSet_16__len__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_6BitSet_18__contains__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_11VEBIterator___next__(struct __pyx_obj_3_sa_VEBIterator *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_3VEB___cinit__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, int __pyx_v_size); /* proto */ +static void __pyx_pf_3_sa_3VEB_2__dealloc__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_3VEB_4__iter__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_3VEB_6insert(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_3VEB_8findsucc(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_3VEB_10__len__(struct __pyx_obj_3_sa_VEB *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_3VEB_12__contains__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_3_sa_3LCP___cinit__(struct __pyx_obj_3_sa_LCP *__pyx_v_self, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sa); /* proto */ +static PyObject *__pyx_pf_3_sa_3LCP_2compute_stats(struct __pyx_obj_3_sa_LCP *__pyx_v_self, int __pyx_v_max_n); /* proto */ +static int __pyx_pf_3_sa_8Alphabet___cinit__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static void __pyx_pf_3_sa_8Alphabet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_8Alphabet_9terminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_8Alphabet_12nonterminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4isvar(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sym); /* proto */ +static PyObject *__pyx_pf_3_sa_12make_lattice_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_12make_lattice_3genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6make_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words); /* proto */ +static PyObject *__pyx_pf_3_sa_14decode_lattice_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_8decode_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice); /* proto */ +static PyObject *__pyx_pf_3_sa_15decode_sentence_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_10decode_sentence(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice); /* proto */ +static PyObject *__pyx_pf_3_sa_12encode_words_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_12encode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words); /* proto */ +static PyObject *__pyx_pf_3_sa_12decode_words_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_14decode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_syms); /* proto */ +static int __pyx_pf_3_sa_6Phrase___cinit__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_words); /* proto */ +static void __pyx_pf_3_sa_6Phrase_2__dealloc__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_4__str__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_6handle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_8strhandle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_10arity(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_12getvarpos(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_14getvar(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_16clen(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_k); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_18getchunk(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_ci); /* proto */ +#if PY_MAJOR_VERSION < 3 +static int __pyx_pf_3_sa_6Phrase_20__cmp__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +#endif +static Py_hash_t __pyx_pf_3_sa_6Phrase_22__hash__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_3_sa_6Phrase_24__len__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_26__getitem__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_28__iter__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_31subst(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_children); /* proto */ +static PyObject *__pyx_pf_3_sa_6Phrase_5words___get__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_4Rule___cinit__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, int __pyx_v_lhs, struct __pyx_obj_3_sa_Phrase *__pyx_v_f, struct __pyx_obj_3_sa_Phrase *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_word_alignments); /* proto */ +static Py_hash_t __pyx_pf_3_sa_4Rule_2__hash__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +#if PY_MAJOR_VERSION < 3 +static int __pyx_pf_3_sa_4Rule_4__cmp__(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Rule *__pyx_v_other); /* proto */ +#endif +static PyObject *__pyx_pf_3_sa_4Rule_6fmerge(struct __pyx_obj_3_sa_Rule *__pyx_v_self, struct __pyx_obj_3_sa_Phrase *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_8arity(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_7__str___genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_10__str__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_12alignments(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_1f___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_4Rule_1e___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_7TrieMap___cinit__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, int __pyx_v_alphabet_size); /* proto */ +static void __pyx_pf_3_sa_7TrieMap_2__dealloc__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_7TrieMap_4insert(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_7TrieMap_6contains(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_7TrieMap_8toMap(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_flag); /* proto */ +static int __pyx_pf_3_sa_14Precomputation___cinit__(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_from_stats, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_precompute_rank, PyObject *__pyx_v_precompute_secondary_rank, PyObject *__pyx_v_max_length, PyObject *__pyx_v_max_nonterminals, PyObject *__pyx_v_train_max_initial_size, PyObject *__pyx_v_train_min_gap_size); /* proto */ +static PyObject *__pyx_pf_3_sa_14Precomputation_2read_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_14Precomputation_4write_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_14Precomputation_6precompute(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_stats, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sarray); /* proto */ +static int __pyx_pf_3_sa_11SuffixArray___cinit__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_2__getitem__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_4read_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_filename, PyObject *__pyx_v_side); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_6q3sort(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, int __pyx_v_h, struct __pyx_obj_3_sa_IntList *__pyx_v_isa, PyObject *__pyx_v_pad); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_8write_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_10read_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_12write_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_14write_enhanced(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_3_sa_11SuffixArray_16lookup(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_word, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high); /* proto */ +static int __pyx_pf_3_sa_8TrieNode___cinit__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_8TrieNode_8children___get__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_8TrieNode_8children_2__set__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_8TrieNode_8children_4__del__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode___cinit__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_phrase, PyObject *__pyx_v_phrase_location, PyObject *__pyx_v_suffix_link); /* proto */ +static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_6phrase___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable___cinit__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_extended); /* proto */ +static PyObject *__pyx_pf_3_sa_9TrieTable_8extended___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_8extended_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_3_sa_9TrieTable_5count___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_5count_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_3_sa_9TrieTable_4root___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_4root_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_3_sa_9TrieTable_4root_4__del__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_14PhraseLocation___cinit__(struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_self, int __pyx_v_sa_low, int __pyx_v_sa_high, int __pyx_v_arr_low, int __pyx_v_arr_high, PyObject *__pyx_v_arr, int __pyx_v_num_subpatterns); /* proto */ +static int __pyx_pf_3_sa_7Sampler___cinit__(struct __pyx_obj_3_sa_Sampler *__pyx_v_self, int __pyx_v_sample_size, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray); /* proto */ +static PyObject *__pyx_pf_3_sa_7Sampler_2sample(struct __pyx_obj_3_sa_Sampler *__pyx_v_self, struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_phrase_location); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda1(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda2(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda3(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static int __pyx_pf_3_sa_23HieroCachingRuleFactory___cinit__(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_Alignment *__pyx_v_alignment, float __pyx_v_by_slack_factor, char *__pyx_v_category, PyObject *__pyx_v_max_chunks, unsigned int __pyx_v_max_initial_size, unsigned int __pyx_v_max_length, unsigned int __pyx_v_max_nonterminals, PyObject *__pyx_v_max_target_chunks, PyObject *__pyx_v_max_target_length, unsigned int __pyx_v_min_gap_size, PyObject *__pyx_v_precompute_file, unsigned int __pyx_v_precompute_secondary_rank, unsigned int __pyx_v_precompute_rank, int __pyx_v_require_aligned_terminal, int __pyx_v_require_aligned_chunks, unsigned int __pyx_v_train_max_initial_size, unsigned int __pyx_v_train_min_gap_size, int __pyx_v_tight_phrases, int __pyx_v_use_baeza_yates, int __pyx_v_use_collocations, int __pyx_v_use_index); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_2configure(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray, struct __pyx_obj_3_sa_DataArray *__pyx_v_edarray, struct __pyx_obj_3_sa_Sampler *__pyx_v_sampler, struct __pyx_obj_3_sa_Scorer *__pyx_v_scorer); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_4pattern2phrase(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_6pattern2phrase_plus(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_10get_precomputed_collocation(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_phrase); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_12advance(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_frontier, PyObject *__pyx_v_res, PyObject *__pyx_v_fwords); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_14get_all_nodes_isteps_away(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_skip, PyObject *__pyx_v_i, PyObject *__pyx_v_spanlen, PyObject *__pyx_v_pathlen, PyObject *__pyx_v_fwords, PyObject *__pyx_v_next_states, PyObject *__pyx_v_reachable_buffer); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_16reachable(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_dist); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_18shortest(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_ito); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_20get_next_states(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v__columns, PyObject *__pyx_v_curr_idx, PyObject *__pyx_v_min_dist); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda5(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda4(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda6(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_5input_2genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_22input(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_meta); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_12add_instance_extract(PyObject *__pyx_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_f_j, PyObject *__pyx_v_e_i, PyObject *__pyx_v_e_j, PyObject *__pyx_v_min_bound, PyObject *__pyx_v_wc, PyObject *__pyx_v_links, PyObject *__pyx_v_nt, PyObject *__pyx_v_nt_open); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_25add_instance(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_words, PyObject *__pyx_v_e_words, PyObject *__pyx_v_alignment); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda7(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda8(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_9form_rule_2genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_27form_rule(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_e_i, PyObject *__pyx_v_f_span, PyObject *__pyx_v_e_span, PyObject *__pyx_v_nt, PyObject *__pyx_v_al); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8fmt_rule_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_29fmt_rule(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_a); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_31dump_online_stats(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_33dump_online_rules(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_35online_ctx_lookup(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f, PyObject *__pyx_v_e); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_13get_f_phrases_extract(PyObject *__pyx_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_f_j, PyObject *__pyx_v_lex_i, PyObject *__pyx_v_lex_j, PyObject *__pyx_v_wc, PyObject *__pyx_v_ntc, PyObject *__pyx_v_syms); /* proto */ +static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_37get_f_phrases(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_words); /* proto */ +static PyObject *__pyx_pf_3_sa_16span_check(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ +static PyObject *__pyx_pf_3_sa_18span_inc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ +static PyObject *__pyx_pf_3_sa_20span_dec(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ +static int __pyx_pf_3_sa_13FeatureVector___cinit__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_13FeatureVector_2set(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self, unsigned int __pyx_v_name, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_3_sa_13FeatureVector_4__iter__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_3_sa_13FeatureVector_7__str___genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_3_sa_13FeatureVector_7__str__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self); /* proto */ +static int __pyx_pf_3_sa_6Scorer___init__(struct __pyx_obj_3_sa_Scorer *__pyx_v_self, PyObject *__pyx_v_models); /* proto */ +static PyObject *__pyx_tp_new_3_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_9_decode_sentence(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_17_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_20_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_3_compute_stats(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_12_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_29_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_VEBIterator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_BiLex(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_VEB(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_11_encode_words(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_DataArray(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_BitSetIterator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_23_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Precomputation(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_18_alignments(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_14_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_SuffixArray(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_16___str__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Alphabet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_6_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_21_add_instance(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_2_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_PhraseLocation(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_15___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_22_form_rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_25_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_24_fmt_rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_28___str__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_1_read_bitext(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_13_decode_words(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_FeatureVector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_7_decode_lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_19_input(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Scorer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Alignment(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_BitSet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_StringMap(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_26_get_f_phrases(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_TrieNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_8_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_4_make_lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_Phrase(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_27___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_TrieTable(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_5_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_10_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_3_sa_FloatList(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static char __pyx_k_1[] = ".gz"; +static char __pyx_k_2[] = "Requested index %d of %d-length FloatList"; +static char __pyx_k_3[] = "IntList["; +static char __pyx_k_4[] = ","; +static char __pyx_k_5[] = "]"; +static char __pyx_k_6[] = "len="; +static char __pyx_k_7[] = "%s not in IntList"; +static char __pyx_k_8[] = "Requested index %d of %d-length IntList"; +static char __pyx_k_9[] = "Requested index %d:%d of %d-length IntList"; +static char __pyx_k_10[] = "Illegal key type %s for IntList"; +static char __pyx_k_14[] = "%s "; +static char __pyx_k_15[] = "\n"; +static char __pyx_k_19[] = " ||| "; +static char __pyx_k_23[] = "%d "; +static char __pyx_k_27[] = "%s %d "; +static char __pyx_k_29[] = "write_enhanced_handle"; +static char __pyx_k_33[] = "-"; +static char __pyx_k_37[] = "%d-%d "; +static char __pyx_k_44[] = "%d-%d out of bounds (I=%d,J=%d) in line %d\n"; +static char __pyx_k_47[] = ""; +static char __pyx_k_48[] = "Sort error in CLex"; +static char __pyx_k_50[] = " "; +static char __pyx_k_52[] = "%d %f %f "; +static char __pyx_k_54[] = "%d %s "; +static char __pyx_k_58[] = "%s %s %.6f %.6f\n"; +static char __pyx_k_60[] = " ("; +static char __pyx_k_61[] = ")"; +static char __pyx_k_62[] = "Constructing LCP array"; +static char __pyx_k_64[] = "LCP array completed"; +static char __pyx_k_66[] = "[%s,%d]"; +static char __pyx_k_67[] = "[%s]"; +static char __pyx_k_68[] = "\\"; +static char __pyx_k_69[] = " "; +static char __pyx_k_70[] = "Invalid LHS symbol: %d"; +static char __pyx_k_71[] = "%d-%d"; +static char __pyx_k_72[] = "precompute_secondary_rank"; +static char __pyx_k_73[] = "train_max_initial_size"; +static char __pyx_k_74[] = "Precomputing frequent intersections"; +static char __pyx_k_76[] = " Computing inverted indexes..."; +static char __pyx_k_78[] = " Computing collocations..."; +static char __pyx_k_80[] = " %d sentences"; +static char __pyx_k_85[] = "X "; +static char __pyx_k_86[] = "ERROR: unexpected pattern %s in set of precomputed collocations"; +static char __pyx_k_87[] = "RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d"; +static char __pyx_k_88[] = "Precomputed collocations for %d patterns out of %d possible (upper bound %d)"; +static char __pyx_k_89[] = "Precomputed inverted index for %d patterns "; +static char __pyx_k_90[] = "Precomputation took %f seconds"; +static char __pyx_k_91[] = " Bucket sort took %f seconds"; +static char __pyx_k_92[] = " Refining, sort depth = %d"; +static char __pyx_k_93[] = " Refinement took %f seconds"; +static char __pyx_k_94[] = " Finalizing sort..."; +static char __pyx_k_96[] = "Suffix array construction took %f seconds"; +static char __pyx_k_97[] = "Unexpected condition found in q3sort: sort from %d to %d"; +static char __pyx_k__0[] = "0"; +static char __pyx_k__1[] = "1"; +static char __pyx_k__E[] = "E"; +static char __pyx_k__F[] = "F"; +static char __pyx_k__a[] = "a"; +static char __pyx_k__e[] = "e"; +static char __pyx_k__f[] = "f"; +static char __pyx_k__h[] = "h"; +static char __pyx_k__i[] = "i"; +static char __pyx_k__j[] = "j"; +static char __pyx_k__k[] = "k"; +static char __pyx_k__r[] = "r"; +static char __pyx_k__w[] = "w"; +static char __pyx_k__x[] = "x"; +static char __pyx_k__y[] = "y"; +static char __pyx_k_102[] = "Sampling strategy: uniform, max sample size = %d"; +static char __pyx_k_103[] = "Sampling strategy: no sampling"; +static char __pyx_k_105[] = "require_aligned_terminal"; +static char __pyx_k_106[] = "require_aligned_chunks"; +static char __pyx_k_107[] = "[X]"; +static char __pyx_k_108[] = "Must specify an alignment object"; +static char __pyx_k_110[] = "HieroCachingRuleFactory.__cinit__.."; +static char __pyx_k_111[] = "Reading precomputed data from file %s... "; +static char __pyx_k_112[] = "Precomputation done with max nonterminals %d, decoder uses %d"; +static char __pyx_k_113[] = "Precomputation done with max terminals %d, decoder uses %d"; +static char __pyx_k_114[] = "Precomputation done with max initial size %d, decoder uses %d"; +static char __pyx_k_115[] = "Precomputation done with min gap size %d, decoder uses %d"; +static char __pyx_k_116[] = "Converting %d hash keys on precomputed inverted index... "; +static char __pyx_k_117[] = "Converting %d hash keys on precomputed collocations... "; +static char __pyx_k_118[] = "Processing precomputations took %f seconds"; +static char __pyx_k_119[] = "{"; + static char __pyx_k_120[] = "("; +static char __pyx_k_121[] = "}"; +static char __pyx_k_122[] = "get_precomputed_collocation"; +static char __pyx_k_123[] = "double binary"; +static char __pyx_k_124[] = "HieroCachingRuleFactory.input..lambda4.."; +static char __pyx_k_125[] = "Keyword trie error"; +static char __pyx_k_127[] = "HieroCachingRuleFactory.input.."; +static char __pyx_k_128[] = "get_all_nodes_isteps_away"; +static char __pyx_k_129[] = "Total time for rule lookup, extraction, and scoring = %f seconds"; +static char __pyx_k_130[] = " Extract time = %f seconds"; +static char __pyx_k_131[] = " Intersect time = %f seconds"; +static char __pyx_k_132[] = "No aligned terminals"; +static char __pyx_k_133[] = "Unaligned chunk"; +static char __pyx_k_134[] = "Gaps are not tight phrases"; +static char __pyx_k_135[] = "Inside edges of preceding subphrase are not tight"; +static char __pyx_k_136[] = "Inside edges of following subphrase are not tight"; +static char __pyx_k_137[] = "Subphrase [%d, %d] failed integrity check"; +static char __pyx_k_138[] = "Didn't extract anything from [%d, %d] -> [%d, %d]"; +static char __pyx_k_139[] = "Unable to extract basic phrase"; +static char __pyx_k_143[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi"; +static char __pyx_k_144[] = "HieroCachingRuleFactory.add_instance..extract"; +static char __pyx_k_146[] = "HieroCachingRuleFactory.form_rule.."; +static char __pyx_k_149[] = "{0}-{1}"; +static char __pyx_k_150[] = "[X] ||| {0} ||| {1} ||| {2}"; +static char __pyx_k_151[] = "------------------------------"; +static char __pyx_k_153[] = " Online Stats "; +static char __pyx_k_157[] = " : "; +static char __pyx_k_163[] = "OnlineFeatureContext"; +static char __pyx_k_166[] = "HieroCachingRuleFactory.get_f_phrases..extract"; +static char __pyx_k_167[] = "%s=%s"; +static char __pyx_k_169[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/_sa.pyx"; +static char __pyx_k_172[] = "cdec.sa"; +static char __pyx_k_176[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi"; +static char __pyx_k_187[] = "*EPS*"; +static char __pyx_k__FE[] = "FE"; +static char __pyx_k__al[] = "al"; +static char __pyx_k__fe[] = "fe"; +static char __pyx_k__gc[] = "gc"; +static char __pyx_k__nt[] = "nt"; +static char __pyx_k__sa[] = "sa"; +static char __pyx_k__wc[] = "wc"; +static char __pyx_k___sa[] = "_sa"; +static char __pyx_k__arr[] = "arr"; +static char __pyx_k__cmp[] = "cmp"; +static char __pyx_k__col[] = "col"; +static char __pyx_k__e_i[] = "e_i"; +static char __pyx_k__e_j[] = "e_j"; +static char __pyx_k__end[] = "end"; +static char __pyx_k__f_i[] = "f_i"; +static char __pyx_k__f_j[] = "f_j"; +static char __pyx_k__get[] = "get"; +static char __pyx_k__isa[] = "isa"; +static char __pyx_k__ito[] = "ito"; +static char __pyx_k__key[] = "key"; +static char __pyx_k__lhs[] = "lhs"; +static char __pyx_k__low[] = "low"; +static char __pyx_k__map[] = "map"; +static char __pyx_k__max[] = "max"; +static char __pyx_k__ntc[] = "ntc"; +static char __pyx_k__pad[] = "pad"; +static char __pyx_k__pop[] = "pop"; +static char __pyx_k__res[] = "res"; +static char __pyx_k__set[] = "set"; +static char __pyx_k__sym[] = "sym"; +static char __pyx_k__vec[] = "vec"; +static char __pyx_k__zip[] = "zip"; +static char __pyx_k__NULL[] = "NULL"; +static char __pyx_k__args[] = "args"; +static char __pyx_k__dist[] = "dist"; +static char __pyx_k__gzip[] = "gzip"; +static char __pyx_k__high[] = "high"; +static char __pyx_k__info[] = "info"; +static char __pyx_k__join[] = "join"; +static char __pyx_k__link[] = "link"; +static char __pyx_k__meta[] = "meta"; +static char __pyx_k__name[] = "name"; +static char __pyx_k__open[] = "open"; +static char __pyx_k__seek[] = "seek"; +static char __pyx_k__send[] = "send"; +static char __pyx_k__side[] = "side"; +static char __pyx_k__size[] = "size"; +static char __pyx_k__skip[] = "skip"; +static char __pyx_k__stop[] = "stop"; +static char __pyx_k__syms[] = "syms"; +static char __pyx_k__warn[] = "warn"; +static char __pyx_k__word[] = "word"; +static char __pyx_k___SEP_[] = "_SEP_"; +static char __pyx_k__arity[] = "arity"; +static char __pyx_k__chain[] = "chain"; +static char __pyx_k__close[] = "close"; +static char __pyx_k__debug[] = "debug"; +static char __pyx_k__eword[] = "eword"; +static char __pyx_k__fword[] = "fword"; +static char __pyx_k__ifrom[] = "ifrom"; +static char __pyx_k__index[] = "index"; +static char __pyx_k__isvar[] = "isvar"; +static char __pyx_k__lex_i[] = "lex_i"; +static char __pyx_k__lex_j[] = "lex_j"; +static char __pyx_k__links[] = "links"; +static char __pyx_k__merge[] = "merge"; +static char __pyx_k__range[] = "range"; +static char __pyx_k__reset[] = "reset"; +static char __pyx_k__split[] = "split"; +static char __pyx_k__start[] = "start"; +static char __pyx_k__stats[] = "stats"; +static char __pyx_k__throw[] = "throw"; +static char __pyx_k__toMap[] = "toMap"; +static char __pyx_k__value[] = "value"; +static char __pyx_k__words[] = "words"; +static char __pyx_k__write[] = "write"; +static char __pyx_k__append[] = "append"; +static char __pyx_k__e_span[] = "e_span"; +static char __pyx_k__e_text[] = "e_text"; +static char __pyx_k__earray[] = "earray"; +static char __pyx_k__extend[] = "extend"; +static char __pyx_k__f_span[] = "f_span"; +static char __pyx_k__f_text[] = "f_text"; +static char __pyx_k__fcount[] = "fcount"; +static char __pyx_k__format[] = "format"; +static char __pyx_k__fwords[] = "fwords"; +static char __pyx_k__get_id[] = "get_id"; +static char __pyx_k__insert[] = "insert"; +static char __pyx_k__link_i[] = "link_i"; +static char __pyx_k__link_j[] = "link_j"; +static char __pyx_k__logger[] = "logger"; +static char __pyx_k__lookup[] = "lookup"; +static char __pyx_k__offset[] = "offset"; +static char __pyx_k__online[] = "online"; +static char __pyx_k__phrase[] = "phrase"; +static char __pyx_k__q3sort[] = "q3sort"; +static char __pyx_k__sa_low[] = "sa_low"; +static char __pyx_k__sample[] = "sample"; +static char __pyx_k__sarray[] = "sarray"; +static char __pyx_k__scorer[] = "scorer"; +static char __pyx_k__scores[] = "scores"; +static char __pyx_k__sorted[] = "sorted"; +static char __pyx_k__source[] = "source"; +static char __pyx_k__unlink[] = "unlink"; +static char __pyx_k__Counter[] = "Counter"; +static char __pyx_k__advance[] = "advance"; +static char __pyx_k__arr_low[] = "arr_low"; +static char __pyx_k__bilex_e[] = "bilex_e"; +static char __pyx_k__bilex_f[] = "bilex_f"; +static char __pyx_k__collect[] = "collect"; +static char __pyx_k__e_words[] = "e_words"; +static char __pyx_k__edarray[] = "edarray"; +static char __pyx_k__ephrase[] = "ephrase"; +static char __pyx_k__extract[] = "extract"; +static char __pyx_k__f_words[] = "f_words"; +static char __pyx_k__fphrase[] = "fphrase"; +static char __pyx_k__fsarray[] = "fsarray"; +static char __pyx_k__genexpr[] = "genexpr"; +static char __pyx_k__lattice[] = "lattice"; +static char __pyx_k__logging[] = "logging"; +static char __pyx_k__matches[] = "matches"; +static char __pyx_k__new_e_i[] = "new_e_i"; +static char __pyx_k__new_e_j[] = "new_e_j"; +static char __pyx_k__nt_open[] = "nt_open"; +static char __pyx_k__pathlen[] = "pathlen"; +static char __pyx_k__sa_high[] = "sa_high"; +static char __pyx_k__sampler[] = "sampler"; +static char __pyx_k__spanlen[] = "spanlen"; +static char __pyx_k__GzipFile[] = "GzipFile"; +static char __pyx_k____exit__[] = "__exit__"; +static char __pyx_k____main__[] = "__main__"; +static char __pyx_k____name__[] = "__name__"; +static char __pyx_k____test__[] = "__test__"; +static char __pyx_k___columns[] = "_columns"; +static char __pyx_k__arr_high[] = "arr_high"; +static char __pyx_k__bilex_fe[] = "bilex_fe"; +static char __pyx_k__category[] = "category"; +static char __pyx_k__children[] = "children"; +static char __pyx_k__curr_idx[] = "curr_idx"; +static char __pyx_k__extended[] = "extended"; +static char __pyx_k__filename[] = "filename"; +static char __pyx_k__fmt_rule[] = "fmt_rule"; +static char __pyx_k__frontier[] = "frontier"; +static char __pyx_k__get_e_id[] = "get_e_id"; +static char __pyx_k__get_f_id[] = "get_f_id"; +static char __pyx_k__get_word[] = "get_word"; +static char __pyx_k__getchunk[] = "getchunk"; +static char __pyx_k__min_dist[] = "min_dist"; +static char __pyx_k__resource[] = "resource"; +static char __pyx_k__ru_stime[] = "ru_stime"; +static char __pyx_k__ru_utime[] = "ru_utime"; +static char __pyx_k__shortest[] = "shortest"; +static char __pyx_k__span_dec[] = "span_dec"; +static char __pyx_k__span_inc[] = "span_inc"; +static char __pyx_k__word_ids[] = "word_ids"; +static char __pyx_k__Exception[] = "Exception"; +static char __pyx_k__INCREMENT[] = "INCREMENT"; +static char __pyx_k__TypeError[] = "TypeError"; +static char __pyx_k____enter__[] = "__enter__"; +static char __pyx_k__alignment[] = "alignment"; +static char __pyx_k__enumerate[] = "enumerate"; +static char __pyx_k__form_rule[] = "form_rule"; +static char __pyx_k__from_data[] = "from_data"; +static char __pyx_k__from_text[] = "from_text"; +static char __pyx_k__getLogger[] = "getLogger"; +static char __pyx_k__getrusage[] = "getrusage"; +static char __pyx_k__increment[] = "increment"; +static char __pyx_k__iteritems[] = "iteritems"; 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if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_12); + __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0; + __Pyx_Raise(__pyx_t_12, 0, 0, 0); + __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; + {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":124 + * if i >= I or j >= J: + * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) + * f_i = fsent[i] # <<<<<<<<<<<<<< + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 + */ + __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":125 + * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) + * f_i = fsent[i] + * e_j = esent[j] # <<<<<<<<<<<<<< + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 + */ + __pyx_v_e_j = (__pyx_v_esent[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":126 + * f_i = fsent[i] + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 # <<<<<<<<<<<<<< + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: + */ + (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":127 + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 # <<<<<<<<<<<<<< + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) + */ + (__pyx_v_emargin[__pyx_v_e_j]) = ((__pyx_v_emargin[__pyx_v_e_j]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":128 + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: # <<<<<<<<<<<<<< + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 + */ + __pyx_t_10 = (((__pyx_v_dict[__pyx_v_f_i]) == NULL) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":129 + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) # <<<<<<<<<<<<<< + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 + */ + (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_3_sa_new_node(__pyx_v_e_j); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":130 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * else: + */ + (__pyx_v_dict[__pyx_v_f_i])->val = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":131 + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * else: + * count = get_val(dict[f_i], e_j) + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L16; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":133 + * num_pairs = num_pairs + 1 + * else: + * count = get_val(dict[f_i], e_j) # <<<<<<<<<<<<<< + * if count[0] == 0: + * num_pairs = num_pairs + 1 + */ + __pyx_v_count = __pyx_f_3_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_e_j); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":134 + * else: + * count = get_val(dict[f_i], e_j) + * if count[0] == 0: # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + */ + __pyx_t_10 = (((__pyx_v_count[0]) == 0) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":135 + * count = get_val(dict[f_i], e_j) + * if count[0] == 0: + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * count[0] = count[0] + 1 + * # add count + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":136 + * if count[0] == 0: + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 # <<<<<<<<<<<<<< + * # add count + * faligned[i] = 1 + */ + (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":138 + * count[0] = count[0] + 1 + * # add count + * faligned[i] = 1 # <<<<<<<<<<<<<< + * ealigned[j] = 1 + * for i from 0 <= i < I: + */ + (__pyx_v_faligned[__pyx_v_i]) = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":139 + * # add count + * faligned[i] = 1 + * ealigned[j] = 1 # <<<<<<<<<<<<<< + * for i from 0 <= i < I: + * if faligned[i] == 0: + */ + (__pyx_v_ealigned[__pyx_v_j]) = 1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":140 + * faligned[i] = 1 + * ealigned[j] = 1 + * for i from 0 <= i < I: # <<<<<<<<<<<<<< + * if faligned[i] == 0: + * f_i = fsent[i] + */ + __pyx_t_7 = __pyx_v_I; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":141 + * ealigned[j] = 1 + * for i from 0 <= i < I: + * if faligned[i] == 0: # <<<<<<<<<<<<<< + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 + */ + __pyx_t_10 = (((__pyx_v_faligned[__pyx_v_i]) == 0) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":142 + * for i from 0 <= i < I: + * if faligned[i] == 0: + * f_i = fsent[i] # <<<<<<<<<<<<<< + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 + */ + __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":143 + * if faligned[i] == 0: + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 # <<<<<<<<<<<<<< + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: + */ + (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":144 + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 # <<<<<<<<<<<<<< + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) + */ + (__pyx_v_emargin[__pyx_v_null_word]) = ((__pyx_v_emargin[__pyx_v_null_word]) + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":145 + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: # <<<<<<<<<<<<<< + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 + */ + __pyx_t_10 = (((__pyx_v_dict[__pyx_v_f_i]) == NULL) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":146 + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) # <<<<<<<<<<<<<< + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 + */ + (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_3_sa_new_node(__pyx_v_null_word); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":147 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * else: + */ + (__pyx_v_dict[__pyx_v_f_i])->val = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":148 + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * else: + * count = get_val(dict[f_i], null_word) + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L21; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":150 + * num_pairs = num_pairs + 1 + * else: + * count = get_val(dict[f_i], null_word) # <<<<<<<<<<<<<< + * if count[0] == 0: + * num_pairs = num_pairs + 1 + */ + __pyx_v_count = __pyx_f_3_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_null_word); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":151 + * else: + * count = get_val(dict[f_i], null_word) + * if count[0] == 0: # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + */ + __pyx_t_10 = (((__pyx_v_count[0]) == 0) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":152 + * count = get_val(dict[f_i], null_word) + * if count[0] == 0: + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * count[0] = count[0] + 1 + * for j from 0 <= j < J: + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":153 + * if count[0] == 0: + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 # <<<<<<<<<<<<<< + * for j from 0 <= j < J: + * if ealigned[j] == 0: + */ + (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); + } + __pyx_L21:; + goto __pyx_L20; + } + __pyx_L20:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":154 + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + * for j from 0 <= j < J: # <<<<<<<<<<<<<< + * if ealigned[j] == 0: + * e_j = esent[j] + */ + __pyx_t_7 = __pyx_v_J; + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_7; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":155 + * count[0] = count[0] + 1 + * for j from 0 <= j < J: + * if ealigned[j] == 0: # <<<<<<<<<<<<<< + * e_j = esent[j] + * fmargin[null_word] = fmargin[null_word] + 1 + */ + __pyx_t_10 = (((__pyx_v_ealigned[__pyx_v_j]) == 0) != 0); + if (__pyx_t_10) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":156 + * for j from 0 <= j < J: + * if ealigned[j] == 0: + * e_j = esent[j] # <<<<<<<<<<<<<< + * fmargin[null_word] = fmargin[null_word] + 1 + * emargin[e_j] = emargin[e_j] + 1 + */ + __pyx_v_e_j = (__pyx_v_esent[__pyx_v_j]); 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+ + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":226 + * else: + * subb = <_BitSet*> veb.top + * bitset_insert(subb, a) # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + */ + __pyx_f_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_a); + } + __pyx_L6:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":227 + * subb = <_BitSet*> veb.top + * bitset_insert(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + * else: + */ + __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":228 + * bitset_insert(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) # <<<<<<<<<<<<<< + * else: + * veb.bottom[a] = new_BitSet() + */ + (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_3_sa_new_VEB((1 << __pyx_v_veb->num_bottom_bits)); + goto __pyx_L7; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":230 + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + * else: + * veb.bottom[a] = new_BitSet() # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + */ + (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_3_sa_new_BitSet(); + } + __pyx_L7:; + goto __pyx_L5; + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":231 + * else: + * veb.bottom[a] = new_BitSet() + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: + */ + __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":232 + * veb.bottom[a] = new_BitSet() + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< + * if VEB_insert(subv, b) == 0: + * return 0 + */ + __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":233 + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: # <<<<<<<<<<<<<< + * return 0 + * else: + */ + __pyx_t_3 = ((__pyx_f_3_sa_VEB_insert(__pyx_v_subv, __pyx_v_b) == 0) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":234 + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: + * return 0 # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.bottom[a] + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L9; + } + __pyx_L9:; + goto __pyx_L8; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":236 + * return 0 + * else: + * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< + * if bitset_insert(subb, b) == 0: + * return 0 + */ + __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":237 + * else: + * subb = <_BitSet*> veb.bottom[a] + * if bitset_insert(subb, b) == 0: # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_t_3 = ((__pyx_f_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_b) == 0) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":238 + * subb = <_BitSet*> veb.bottom[a] + * if bitset_insert(subb, b) == 0: + * return 0 # <<<<<<<<<<<<<< + * + * if i > veb.max_val: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L10; + } + __pyx_L10:; + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":240 + * return 0 + * + * if i > veb.max_val: # <<<<<<<<<<<<<< + * veb.max_val = i + * veb.size = veb.size + 1 + */ + __pyx_t_3 = ((__pyx_v_i > __pyx_v_veb->max_val) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":241 + * + * if i > veb.max_val: + * veb.max_val = i # <<<<<<<<<<<<<< + * veb.size = veb.size + 1 + * return 1 + */ + __pyx_v_veb->max_val = __pyx_v_i; + goto __pyx_L11; + } + __pyx_L11:; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":242 + * if i > veb.max_val: + * veb.max_val = i + * veb.size = veb.size + 1 # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_v_veb->size = (__pyx_v_veb->size + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":243 + * veb.max_val = i + * veb.size = veb.size + 1 + * return 1 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = 1; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":246 + * + * + * cdef del_VEB(_VEB* veb): # <<<<<<<<<<<<<< + * cdef int i + * + */ + +static PyObject *__pyx_f_3_sa_del_VEB(struct __pyx_t_3_sa__VEB *__pyx_v_veb) { + int __pyx_v_i; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("del_VEB", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":249 + * cdef int i + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * i = (<_VEB*> veb.top).min_val + * else: + */ + __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":250 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * i = (<_VEB*> veb.top).min_val # <<<<<<<<<<<<<< + * else: + * i = (<_BitSet*> veb.top).min_val + */ + __pyx_t_2 = ((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top)->min_val; + __pyx_v_i = __pyx_t_2; + goto __pyx_L3; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":252 + * i = (<_VEB*> veb.top).min_val + * else: + * i = (<_BitSet*> veb.top).min_val # <<<<<<<<<<<<<< + * + * while i != -1: + */ + __pyx_t_2 = ((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top)->min_val; + __pyx_v_i = __pyx_t_2; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":254 + * i = (<_BitSet*> veb.top).min_val + * + * while i != -1: # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * del_VEB(<_VEB*> veb.bottom[i]) + */ + while (1) { + __pyx_t_1 = ((__pyx_v_i != -1) != 0); + if (!__pyx_t_1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":255 + * + * while i != -1: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * del_VEB(<_VEB*> veb.bottom[i]) + * else: + */ + __pyx_t_1 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0); 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+ if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":261 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * i = VEB_findsucc(<_VEB*> veb.top, i) # <<<<<<<<<<<<<< + * else: + * i = bitset_findsucc(<_BitSet*> veb.top, i) + */ + __pyx_v_i = __pyx_f_3_sa_VEB_findsucc(((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top), __pyx_v_i); + goto __pyx_L7; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":263 + * i = VEB_findsucc(<_VEB*> veb.top, i) + * else: + * i = bitset_findsucc(<_BitSet*> veb.top, i) # <<<<<<<<<<<<<< + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + __pyx_v_i = __pyx_f_3_sa_bitset_findsucc(((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top), __pyx_v_i); + } + __pyx_L7:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":265 + * i = bitset_findsucc(<_BitSet*> veb.top, i) + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * del_VEB(<_VEB*> veb.top) + * else: + */ + __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":266 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * del_VEB(<_VEB*> veb.top) # <<<<<<<<<<<<<< + * else: + * free(<_BitSet*> veb.top) + */ + __pyx_t_3 = __pyx_f_3_sa_del_VEB(((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 266; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + goto __pyx_L8; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":268 + * del_VEB(<_VEB*> veb.top) + * else: + * free(<_BitSet*> veb.top) # <<<<<<<<<<<<<< + * free(veb.bottom) + * free(veb) + */ + free(((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top)); + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":269 + * else: + * free(<_BitSet*> veb.top) + * free(veb.bottom) # <<<<<<<<<<<<<< + * free(veb) + * + */ + free(__pyx_v_veb->bottom); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":270 + * free(<_BitSet*> veb.top) + * free(veb.bottom) + * free(veb) # <<<<<<<<<<<<<< + * + * + */ + free(__pyx_v_veb); + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("_sa.del_VEB", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":273 + * + * + * cdef int VEB_findsucc(_VEB* veb, int i): # <<<<<<<<<<<<<< + * cdef _VEB* subv + * cdef _BitSet* subb + */ + +static int __pyx_f_3_sa_VEB_findsucc(struct __pyx_t_3_sa__VEB *__pyx_v_veb, int __pyx_v_i) { + struct __pyx_t_3_sa__VEB *__pyx_v_subv; + struct __pyx_t_3_sa__BitSet *__pyx_v_subb; + int __pyx_v_a; + int __pyx_v_b; + int __pyx_v_j; + int __pyx_v_c; + int __pyx_v_found; + int __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + __Pyx_RefNannySetupContext("VEB_findsucc", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":278 + * cdef int a, b, j, c, found + * + * if veb.max_val == -1 or i>=veb.max_val: # <<<<<<<<<<<<<< + * return -1 + * if i < veb.min_val: + */ + __pyx_t_1 = ((__pyx_v_veb->max_val == -1) != 0); + if (!__pyx_t_1) { + __pyx_t_2 = ((__pyx_v_i >= __pyx_v_veb->max_val) != 0); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":279 + * + * if veb.max_val == -1 or i>=veb.max_val: + * return -1 # <<<<<<<<<<<<<< + * if i < veb.min_val: + * return veb.min_val + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":280 + * if veb.max_val == -1 or i>=veb.max_val: + * return -1 + * if i < veb.min_val: # <<<<<<<<<<<<<< + * return veb.min_val + * + */ + __pyx_t_3 = ((__pyx_v_i < __pyx_v_veb->min_val) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":281 + * return -1 + * if i < veb.min_val: + * return veb.min_val # <<<<<<<<<<<<<< + * + * a = i >> veb.num_bottom_bits + */ + __pyx_r = __pyx_v_veb->min_val; + goto __pyx_L0; + goto __pyx_L4; + } + __pyx_L4:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":283 + * return veb.min_val + * + * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<< + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 + */ + __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":284 + * + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<< + * found = 0 + * if veb.bottom[a] != NULL: + */ + __pyx_v_b = (__pyx_v_i & (__pyx_v_3_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":285 + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 # <<<<<<<<<<<<<< + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + */ + __pyx_v_found = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":286 + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 + * if veb.bottom[a] != NULL: # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + */ + __pyx_t_3 = (((__pyx_v_veb->bottom[__pyx_v_a]) != NULL) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":287 + * found = 0 + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: + */ + __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":288 + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + */ + __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":289 + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: # <<<<<<<<<<<<<< + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + * found = 1 + */ + __pyx_t_3 = ((__pyx_v_subv->max_val > __pyx_v_b) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":290 + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) # <<<<<<<<<<<<<< + * found = 1 + * else: + */ + __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_3_sa_VEB_findsucc(__pyx_v_subv, __pyx_v_b)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":291 + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + * found = 1 # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.bottom[a] + */ + __pyx_v_found = 1; + goto __pyx_L7; + } + __pyx_L7:; + goto __pyx_L6; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":293 + * found = 1 + * else: + * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + */ + __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":294 + * else: + * subb = <_BitSet*> veb.bottom[a] + * if subb.max_val > b: # <<<<<<<<<<<<<< + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 + */ + __pyx_t_3 = ((__pyx_v_subb->max_val > __pyx_v_b) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":295 + * subb = <_BitSet*> veb.bottom[a] + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) # <<<<<<<<<<<<<< + * found = 1 + * if found==0: + */ + __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_3_sa_bitset_findsucc(__pyx_v_subb, __pyx_v_b)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":296 + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 # <<<<<<<<<<<<<< + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + __pyx_v_found = 1; + goto __pyx_L8; + } + __pyx_L8:; + } + __pyx_L6:; + goto __pyx_L5; + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":297 + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 + * if found==0: # <<<<<<<<<<<<<< + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top + */ + __pyx_t_3 = ((__pyx_v_found == 0) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":298 + * found = 1 + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.top + * c = VEB_findsucc(subv, a) + */ + __pyx_t_3 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":299 + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top # <<<<<<<<<<<<<< + * c = VEB_findsucc(subv, a) + * else: + */ + __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top); 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+ + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":332 + * N = len(queue) + * ptr1 = 0 + * sent_count = 0 # <<<<<<<<<<<<<< + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] + */ + __pyx_v_sent_count = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":333 + * ptr1 = 0 + * sent_count = 0 + * while ptr1 < N: # main loop # <<<<<<<<<<<<<< + * i1 = queue.arr[ptr1] + * if i1 > -1: + */ + while (1) { + __pyx_t_12 = ((__pyx_v_ptr1 < __pyx_v_N) != 0); + if (!__pyx_t_12) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":334 + * sent_count = 0 + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] # <<<<<<<<<<<<<< + * if i1 > -1: + * l1 = queue.arr[ptr1+1] + */ + __pyx_v_i1 = (__pyx_v_queue->arr[__pyx_v_ptr1]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":335 + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] + * if i1 > -1: # <<<<<<<<<<<<<< + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 + */ + __pyx_t_12 = ((__pyx_v_i1 > -1) != 0); + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":336 + * i1 = queue.arr[ptr1] + * if i1 > -1: + * l1 = queue.arr[ptr1+1] # <<<<<<<<<<<<<< + * ptr2 = ptr1 + 2 + * while ptr2 < N: + */ + __pyx_v_l1 = (__pyx_v_queue->arr[(__pyx_v_ptr1 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":337 + * if i1 > -1: + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 # <<<<<<<<<<<<<< + * while ptr2 < N: + * i2 = queue.arr[ptr2] + */ + __pyx_v_ptr2 = (__pyx_v_ptr1 + 2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":338 + * l1 = queue.arr[ptr1+1] + * ptr2 = ptr1 + 2 + * while ptr2 < N: # <<<<<<<<<<<<<< + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + */ + while (1) { + __pyx_t_12 = ((__pyx_v_ptr2 < __pyx_v_N) != 0); + if (!__pyx_t_12) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":339 + * ptr2 = ptr1 + 2 + * while ptr2 < N: + * i2 = queue.arr[ptr2] # <<<<<<<<<<<<<< + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break + */ + __pyx_v_i2 = (__pyx_v_queue->arr[__pyx_v_ptr2]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":340 + * while ptr2 < N: + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< + * break + * l2 = queue.arr[ptr2+1] + */ + __pyx_t_12 = ((__pyx_v_i2 == -1) != 0); + if (!__pyx_t_12) { + __pyx_t_18 = (((__pyx_v_i2 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size) != 0); + __pyx_t_19 = __pyx_t_18; + } else { + __pyx_t_19 = __pyx_t_12; + } + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":341 + * i2 = queue.arr[ptr2] + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break # <<<<<<<<<<<<<< + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and + */ + goto __pyx_L19_break; + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":342 + * if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + * break + * l2 = queue.arr[ptr2+1] # <<<<<<<<<<<<<< + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and + */ + __pyx_v_l2 = (__pyx_v_queue->arr[(__pyx_v_ptr2 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":343 + * break + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): + */ + __pyx_t_19 = ((((__pyx_v_i2 - __pyx_v_i1) - __pyx_v_l1) >= __pyx_v_self->train_min_gap_size) != 0); + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":344 + * l2 = queue.arr[ptr2+1] + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) + */ + __pyx_t_12 = ((((__pyx_v_i2 + __pyx_v_l2) - __pyx_v_i1) <= __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":345 + * if (i2 - i1 - l1 >= self.train_min_gap_size and + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): # <<<<<<<<<<<<<< + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + */ + __pyx_t_18 = ((((__pyx_v_l1 + __pyx_v_l2) + 1) <= __pyx_v_self->max_length) != 0); + __pyx_t_20 = __pyx_t_18; + } else { + __pyx_t_20 = __pyx_t_12; + } + __pyx_t_12 = __pyx_t_20; + } else { + __pyx_t_12 = __pyx_t_19; + } + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":346 + * i2 + l2 - i1 <= self.train_max_initial_size and + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) # <<<<<<<<<<<<<< + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + */ + __pyx_v_node = ((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_collocations->__pyx_vtab)->_insert(__pyx_v_collocations, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":347 + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) # <<<<<<<<<<<<<< + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) + */ + __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, -1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":348 + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: # <<<<<<<<<<<<<< + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) + */ + __pyx_t_14 = (__pyx_v_i2 + __pyx_v_l2); + for (__pyx_v_i = __pyx_v_i2; __pyx_v_i < __pyx_t_14; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":349 + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<< + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) + */ + __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i])); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":350 + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) # <<<<<<<<<<<<<< + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + */ + __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":351 + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) # <<<<<<<<<<<<<< + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + */ + __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":352 + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: # <<<<<<<<<<<<<< + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + * is_super = 1 + */ + __pyx_t_12 = ((((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i2), __pyx_v_l2) != NULL) != 0); + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":353 + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: # <<<<<<<<<<<<<< + * is_super = 1 + * else: + */ + __pyx_t_12 = ((((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1) != NULL) != 0); + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":354 + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + * is_super = 1 # <<<<<<<<<<<<<< + * else: + * is_super = 0 + */ + __pyx_v_is_super = 1; + goto __pyx_L25; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":356 + * is_super = 1 + * else: + * is_super = 0 # <<<<<<<<<<<<<< + * ptr3 = ptr2 + 2 + * while ptr3 < N: + */ + __pyx_v_is_super = 0; + } + __pyx_L25:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":357 + * else: + * is_super = 0 + * ptr3 = ptr2 + 2 # <<<<<<<<<<<<<< + * while ptr3 < N: + * i3 = queue.arr[ptr3] + */ + __pyx_v_ptr3 = (__pyx_v_ptr2 + 2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":358 + * is_super = 0 + * ptr3 = ptr2 + 2 + * while ptr3 < N: # <<<<<<<<<<<<<< + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + */ + while (1) { + __pyx_t_12 = ((__pyx_v_ptr3 < __pyx_v_N) != 0); + if (!__pyx_t_12) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":359 + * ptr3 = ptr2 + 2 + * while ptr3 < N: + * i3 = queue.arr[ptr3] # <<<<<<<<<<<<<< + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break + */ + __pyx_v_i3 = (__pyx_v_queue->arr[__pyx_v_ptr3]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":360 + * while ptr3 < N: + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< + * break + * l3 = queue.arr[ptr3+1] + */ + __pyx_t_12 = ((__pyx_v_i3 == -1) != 0); + if (!__pyx_t_12) { + __pyx_t_19 = (((__pyx_v_i3 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size) != 0); + __pyx_t_20 = __pyx_t_19; + } else { + __pyx_t_20 = __pyx_t_12; + } + if (__pyx_t_20) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":361 + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break # <<<<<<<<<<<<<< + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and + */ + goto __pyx_L27_break; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":362 + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break + * l3 = queue.arr[ptr3+1] # <<<<<<<<<<<<<< + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and + */ + __pyx_v_l3 = (__pyx_v_queue->arr[(__pyx_v_ptr3 + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":363 + * break + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * i3 + l3 - i1 <= self.train_max_initial_size and + * l1+l2+l3+2 <= self.max_length): + */ + __pyx_t_20 = ((((__pyx_v_i3 - __pyx_v_i2) - __pyx_v_l2) >= __pyx_v_self->train_min_gap_size) != 0); + if (__pyx_t_20) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":364 + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * l1+l2+l3+2 <= self.max_length): + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + */ + __pyx_t_12 = ((((__pyx_v_i3 + __pyx_v_l3) - __pyx_v_i1) <= __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":365 + * if (i3 - i2 - l2 >= self.train_min_gap_size and + * i3 + l3 - i1 <= self.train_max_initial_size and + * l1+l2+l3+2 <= self.max_length): # <<<<<<<<<<<<<< + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + * node = collocations._insert(data.arr+i1, l1) + */ + __pyx_t_19 = (((((__pyx_v_l1 + __pyx_v_l2) + __pyx_v_l3) + 2) <= __pyx_v_self->max_length) != 0); + __pyx_t_18 = __pyx_t_19; + } else { + __pyx_t_18 = __pyx_t_12; + } + __pyx_t_12 = __pyx_t_18; + } else { + __pyx_t_12 = __pyx_t_20; + } + if (__pyx_t_12) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":366 + * i3 + l3 - i1 <= self.train_max_initial_size and + * l1+l2+l3+2 <= self.max_length): + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: # <<<<<<<<<<<<<< + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + */ + if (!(__pyx_v_is_super != 0)) { + __pyx_t_12 = (((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i3), __pyx_v_l3) != NULL); + __pyx_t_20 = __pyx_t_12; + } else { + __pyx_t_20 = (__pyx_v_is_super != 0); + } + if (__pyx_t_20) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":367 + * l1+l2+l3+2 <= self.max_length): + * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + * node = collocations._insert(data.arr+i1, l1) # <<<<<<<<<<<<<< + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + */ + __pyx_v_node = ((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_collocations->__pyx_vtab)->_insert(__pyx_v_collocations, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1); 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+ if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":542 + * assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + * return result # <<<<<<<<<<<<<< + * + * # Case 3: query set and data set do not meet size mismatch constraints; + */ + __pyx_r = __pyx_v_result; + goto __pyx_L0; + goto __pyx_L6; + } + __pyx_L6:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":546 + * # Case 3: query set and data set do not meet size mismatch constraints; + * # We use mergesort instead in this case + * qsetsize = (high1-low1) / step1 # <<<<<<<<<<<<<< + * dsetsize = (high2-low2) / step2 + * if d_first: + */ + __pyx_t_4 = (__pyx_v_high1 - __pyx_v_low1); + if (unlikely(__pyx_v_step1 == 0)) { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + PyErr_Format(PyExc_ZeroDivisionError, "integer division or modulo by zero"); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 546; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_step1 == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_t_4))) { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + PyErr_Format(PyExc_OverflowError, "value too large to perform division"); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 546; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_v_qsetsize = __Pyx_div_int(__pyx_t_4, __pyx_v_step1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":547 + * # We use mergesort instead in this case + * qsetsize = (high1-low1) / step1 + * dsetsize = (high2-low2) / step2 # <<<<<<<<<<<<<< + * if d_first: + * tmp = qsetsize + */ + __pyx_t_4 = (__pyx_v_high2 - __pyx_v_low2); + if (unlikely(__pyx_v_step2 == 0)) { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + PyErr_Format(PyExc_ZeroDivisionError, "integer division or modulo by zero"); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 547; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_step2 == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_t_4))) { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + PyErr_Format(PyExc_OverflowError, "value too large to perform division"); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 547; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_v_dsetsize = __Pyx_div_int(__pyx_t_4, __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":548 + * qsetsize = (high1-low1) / step1 + * dsetsize = (high2-low2) / step2 + * if d_first: # <<<<<<<<<<<<<< + * tmp = qsetsize + * qsetsize = dsetsize + */ + __pyx_t_3 = (__pyx_v_d_first != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":549 + * dsetsize = (high2-low2) / step2 + * if d_first: + * tmp = qsetsize # <<<<<<<<<<<<<< + * qsetsize = dsetsize + * dsetsize = tmp + */ + __pyx_v_tmp = __pyx_v_qsetsize; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":550 + * if d_first: + * tmp = qsetsize + * qsetsize = dsetsize # <<<<<<<<<<<<<< + * dsetsize = tmp + * + */ + __pyx_v_qsetsize = __pyx_v_dsetsize; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":551 + * tmp = qsetsize + * qsetsize = dsetsize + * dsetsize = tmp # <<<<<<<<<<<<<< + * + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + */ + __pyx_v_dsetsize = __pyx_v_tmp; + goto __pyx_L7; + } + __pyx_L7:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":553 + * dsetsize = tmp + * + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: # <<<<<<<<<<<<<< + * free(result) + * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) + */ + __pyx_t_5 = ((__pyx_v_self->by_slack_factor * __pyx_v_qsetsize) * log(__pyx_v_dsetsize)); + __pyx_t_6 = log(2.0); + if (unlikely(__pyx_t_6 == 0)) { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + PyErr_Format(PyExc_ZeroDivisionError, "float division"); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 553; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_t_3 = (((__pyx_t_5 / __pyx_t_6) > __pyx_v_dsetsize) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":554 + * + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + * free(result) # <<<<<<<<<<<<<< + * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) + * + */ + free(__pyx_v_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":555 + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + * free(result) + * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) # <<<<<<<<<<<<<< + * + * # binary search. There are two flavors, depending on + */ + __pyx_r = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->merge_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, __pyx_v_result_len); + goto __pyx_L0; + goto __pyx_L8; + } + __pyx_L8:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":559 + * # binary search. There are two flavors, depending on + * # whether the queryset or dataset is first + * if d_first: # <<<<<<<<<<<<<< + * med2 = median(low2, high2, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + */ + __pyx_t_3 = (__pyx_v_d_first != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":560 + * # whether the queryset or dataset is first + * if d_first: + * med2 = median(low2, high2, step2) # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * + */ + __pyx_v_med2 = __pyx_f_3_sa_median(__pyx_v_low2, __pyx_v_high2, __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":561 + * if d_first: + * med2 = median(low2, high2, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * + * search_low = low1 + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":563 + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * + * search_low = low1 # <<<<<<<<<<<<<< + * search_high = high1 + * while search_low < search_high: + */ + __pyx_v_search_low = __pyx_v_low1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":564 + * + * search_low = low1 + * search_high = high1 # <<<<<<<<<<<<<< + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) + */ + __pyx_v_search_high = __pyx_v_high1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":565 + * search_low = low1 + * search_high = high1 + * while search_low < search_high: # <<<<<<<<<<<<<< + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + */ + while (1) { + __pyx_t_3 = ((__pyx_v_search_low < __pyx_v_search_high) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":566 + * search_high = high1 + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) # <<<<<<<<<<<<<< + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + */ + __pyx_v_med1 = __pyx_f_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":567 + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + */ + __pyx_f_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":568 + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == -1: + * search_low = med1_plus + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":571 + * if comparison == -1: + * search_low = med1_plus + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_high = med1_minus + * else: + */ + switch (__pyx_v_comparison) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":569 + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: # <<<<<<<<<<<<<< + * search_low = med1_plus + * elif comparison == 1: + */ + case -1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":570 + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + * search_low = med1_plus # <<<<<<<<<<<<<< + * elif comparison == 1: + * search_high = med1_minus + */ + __pyx_v_search_low = __pyx_v_med1_plus; + break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":571 + * if comparison == -1: + * search_low = med1_plus + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_high = med1_minus + * else: + */ + case 1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":572 + * search_low = med1_plus + * elif comparison == 1: + * search_high = med1_minus # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_search_high = __pyx_v_med1_minus; + break; + default: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":574 + * search_high = med1_minus + * else: + * break # <<<<<<<<<<<<<< + * else: + * med1 = median(low1, high1, step1) + */ + goto __pyx_L11_break; + break; + } + } + __pyx_L11_break:; + goto __pyx_L9; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":576 + * break + * else: + * med1 = median(low1, high1, step1) # <<<<<<<<<<<<<< + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * + */ + __pyx_v_med1 = __pyx_f_3_sa_median(__pyx_v_low1, __pyx_v_high1, __pyx_v_step1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":577 + * else: + * med1 = median(low1, high1, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< + * + * search_low = low2 + */ + __pyx_f_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":579 + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * + * search_low = low2 # <<<<<<<<<<<<<< + * search_high = high2 + * while search_low < search_high: + */ + __pyx_v_search_low = __pyx_v_low2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":580 + * + * search_low = low2 + * search_high = high2 # <<<<<<<<<<<<<< + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) + */ + __pyx_v_search_high = __pyx_v_high2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":581 + * search_low = low2 + * search_high = high2 + * while search_low < search_high: # <<<<<<<<<<<<<< + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + */ + while (1) { + __pyx_t_3 = ((__pyx_v_search_low < __pyx_v_search_high) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":582 + * search_high = high2 + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + */ + __pyx_v_med2 = __pyx_f_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":583 + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":584 + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == -1: + * search_high = med2 + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":587 + * if comparison == -1: + * search_high = med2 + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_low = med2 + step2 + * else: + */ + switch (__pyx_v_comparison) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":585 + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: # <<<<<<<<<<<<<< + * search_high = med2 + * elif comparison == 1: + */ + case -1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":586 + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + * search_high = med2 # <<<<<<<<<<<<<< + * elif comparison == 1: + * search_low = med2 + step2 + */ + __pyx_v_search_high = __pyx_v_med2; + break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":587 + * if comparison == -1: + * search_high = med2 + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_low = med2 + step2 + * else: + */ + case 1: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":588 + * search_high = med2 + * elif comparison == 1: + * search_low = med2 + step2 # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_search_low = (__pyx_v_med2 + __pyx_v_step2); + break; + default: + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":590 + * search_low = med2 + step2 + * else: + * break # <<<<<<<<<<<<<< + * + * med_result_len = 0 + */ + goto __pyx_L13_break; + break; + } + } + __pyx_L13_break:; + } + __pyx_L9:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":592 + * break + * + * med_result_len = 0 # <<<<<<<<<<<<<< + * med_result = malloc(0*sizeof(int*)) + * if search_high > search_low: + */ + __pyx_v_med_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":593 + * + * med_result_len = 0 + * med_result = malloc(0*sizeof(int*)) # <<<<<<<<<<<<<< + * if search_high > search_low: + * # Then there is a match for the median element of Q + */ + __pyx_v_med_result = ((int *)malloc((0 * (sizeof(int *))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":594 + * med_result_len = 0 + * med_result = malloc(0*sizeof(int*)) + * if search_high > search_low: # <<<<<<<<<<<<<< + * # Then there is a match for the median element of Q + * # What we want to find is the group of all bindings in the first set + */ + __pyx_t_3 = ((__pyx_v_search_high > __pyx_v_search_low) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":600 + * # want to store the bindings for all of those elements. We can + * # subsequently throw all of them away. + * med2_minus = med2 # <<<<<<<<<<<<<< + * med2_plus = med2 + step2 + * i1 = med1_minus + */ + __pyx_v_med2_minus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":601 + * # subsequently throw all of them away. + * med2_minus = med2 + * med2_plus = med2 + step2 # <<<<<<<<<<<<<< + * i1 = med1_minus + * while i1 < med1_plus: + */ + __pyx_v_med2_plus = (__pyx_v_med2 + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":602 + * med2_minus = med2 + * med2_plus = med2 + step2 + * i1 = med1_minus # <<<<<<<<<<<<<< + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + */ + __pyx_v_i1 = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":603 + * med2_plus = med2 + step2 + * i1 = med1_minus + * while i1 < med1_plus: # <<<<<<<<<<<<<< + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: + */ + while (1) { + __pyx_t_3 = ((__pyx_v_i1 < __pyx_v_med1_plus) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":604 + * i1 = med1_minus + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":605 + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + */ + while (1) { + __pyx_t_3 = (((__pyx_v_med2_minus - __pyx_v_step2) >= __pyx_v_low2) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":606 + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + * med2_minus = med2_minus - step2 + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_med2_minus - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":607 + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: # <<<<<<<<<<<<<< + * med2_minus = med2_minus - step2 + * else: + */ + __pyx_t_3 = ((((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) < 1) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":608 + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + * med2_minus = med2_minus - step2 # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus - __pyx_v_step2); + goto __pyx_L19; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":610 + * med2_minus = med2_minus - step2 + * else: + * break # <<<<<<<<<<<<<< + * i2 = med2_minus + * while i2 < high2: + */ + goto __pyx_L18_break; + } + __pyx_L19:; + } + __pyx_L18_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":611 + * else: + * break + * i2 = med2_minus # <<<<<<<<<<<<<< + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + */ + __pyx_v_i2 = __pyx_v_med2_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":612 + * break + * i2 = med2_minus + * while i2 < high2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + */ + while (1) { + __pyx_t_3 = ((__pyx_v_i2 < __pyx_v_high2) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":613 + * i2 = med2_minus + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":614 + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == 0: + * pass + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":615 + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: # <<<<<<<<<<<<<< + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + */ + __pyx_t_3 = ((__pyx_v_comparison == 0) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":617 + * if comparison == 0: + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) # <<<<<<<<<<<<<< + * if comparison == -1: + * break + */ + __pyx_v_med_result = __pyx_f_3_sa_append_combined_matching(__pyx_v_med_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, (&__pyx_v_med_result_len)); + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":618 + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + * if comparison == -1: # <<<<<<<<<<<<<< + * break + * i2 = i2 + step2 + */ + __pyx_t_3 = ((__pyx_v_comparison == -1) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":619 + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + * if comparison == -1: + * break # <<<<<<<<<<<<<< + * i2 = i2 + step2 + * if i2 > med2_plus: + */ + goto __pyx_L21_break; + goto __pyx_L23; + } + __pyx_L23:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":620 + * if comparison == -1: + * break + * i2 = i2 + step2 # <<<<<<<<<<<<<< + * if i2 > med2_plus: + * med2_plus = i2 + */ + __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2); + } + __pyx_L21_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":621 + * break + * i2 = i2 + step2 + * if i2 > med2_plus: # <<<<<<<<<<<<<< + * med2_plus = i2 + * i1 = i1 + step1 + */ + __pyx_t_3 = ((__pyx_v_i2 > __pyx_v_med2_plus) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":622 + * i2 = i2 + step2 + * if i2 > med2_plus: + * med2_plus = i2 # <<<<<<<<<<<<<< + * i1 = i1 + step1 + * + */ + __pyx_v_med2_plus = __pyx_v_i2; + goto __pyx_L24; + } + __pyx_L24:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":623 + * if i2 > med2_plus: + * med2_plus = i2 + * i1 = i1 + step1 # <<<<<<<<<<<<<< + * + * tmp = med1_minus + */ + __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":625 + * i1 = i1 + step1 + * + * tmp = med1_minus # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * med1_plus = tmp + */ + __pyx_v_tmp = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":626 + * + * tmp = med1_minus + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * med1_plus = tmp + * else: + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":627 + * tmp = med1_minus + * med1_minus = med1_plus + * med1_plus = tmp # <<<<<<<<<<<<<< + * else: + * # No match; need to figure out the point of division in D and Q + */ + __pyx_v_med1_plus = __pyx_v_tmp; + goto __pyx_L14; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":630 + * else: + * # No match; need to figure out the point of division in D and Q + * med2_minus = med2 # <<<<<<<<<<<<<< + * med2_plus = med2 + * if d_first: + */ + __pyx_v_med2_minus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":631 + * # No match; need to figure out the point of division in D and Q + * med2_minus = med2 + * med2_plus = med2 # <<<<<<<<<<<<<< + * if d_first: + * med2_minus = med2_minus + step2 + */ + __pyx_v_med2_plus = __pyx_v_med2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":632 + * med2_minus = med2 + * med2_plus = med2 + * if d_first: # <<<<<<<<<<<<<< + * med2_minus = med2_minus + step2 + * if comparison == -1: + */ + __pyx_t_3 = (__pyx_v_d_first != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":633 + * med2_plus = med2 + * if d_first: + * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< + * if comparison == -1: + * med1_minus = med1_plus + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":634 + * if d_first: + * med2_minus = med2_minus + step2 + * if comparison == -1: # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * if comparison == 1: + */ + __pyx_t_3 = ((__pyx_v_comparison == -1) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":635 + * med2_minus = med2_minus + step2 + * if comparison == -1: + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * if comparison == 1: + * med1_plus = med1_minus + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + goto __pyx_L26; + } + __pyx_L26:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":636 + * if comparison == -1: + * med1_minus = med1_plus + * if comparison == 1: # <<<<<<<<<<<<<< + * med1_plus = med1_minus + * else: + */ + __pyx_t_3 = ((__pyx_v_comparison == 1) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":637 + * med1_minus = med1_plus + * if comparison == 1: + * med1_plus = med1_minus # <<<<<<<<<<<<<< + * else: + * tmp = med1_minus + */ + __pyx_v_med1_plus = __pyx_v_med1_minus; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L25; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":639 + * med1_plus = med1_minus + * else: + * tmp = med1_minus # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * med1_plus = tmp + */ + __pyx_v_tmp = __pyx_v_med1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":640 + * else: + * tmp = med1_minus + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * med1_plus = tmp + * if comparison == 1: + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":641 + * tmp = med1_minus + * med1_minus = med1_plus + * med1_plus = tmp # <<<<<<<<<<<<<< + * if comparison == 1: + * med2_minus = med2_minus + step2 + */ + __pyx_v_med1_plus = __pyx_v_tmp; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":642 + * med1_minus = med1_plus + * med1_plus = tmp + * if comparison == 1: # <<<<<<<<<<<<<< + * med2_minus = med2_minus + step2 + * med2_plus = med2_plus + step2 + */ + __pyx_t_3 = ((__pyx_v_comparison == 1) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":643 + * med1_plus = tmp + * if comparison == 1: + * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< + * med2_plus = med2_plus + step2 + * + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":644 + * if comparison == 1: + * med2_minus = med2_minus + step2 + * med2_plus = med2_plus + step2 # <<<<<<<<<<<<<< + * + * low_result_len = 0 + */ + __pyx_v_med2_plus = (__pyx_v_med2_plus + __pyx_v_step2); + goto __pyx_L28; + } + __pyx_L28:; + } + __pyx_L25:; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":646 + * med2_plus = med2_plus + step2 + * + * low_result_len = 0 # <<<<<<<<<<<<<< + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 + */ + __pyx_v_low_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":647 + * + * low_result_len = 0 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) # <<<<<<<<<<<<<< + * high_result_len = 0 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + */ + __pyx_v_low_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_med2_plus, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_low_result_len)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":648 + * low_result_len = 0 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 # <<<<<<<<<<<<<< + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + * + */ + __pyx_v_high_result_len = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":649 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) # <<<<<<<<<<<<<< + * + * result = extend_arr(result, result_len, low_result, low_result_len) + */ + __pyx_v_high_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med2_minus, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_high_result_len)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":651 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + * + * result = extend_arr(result, result_len, low_result, low_result_len) # <<<<<<<<<<<<<< + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) + */ + __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_low_result, __pyx_v_low_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":652 + * + * result = extend_arr(result, result_len, low_result, low_result_len) + * result = extend_arr(result, result_len, med_result, med_result_len) # <<<<<<<<<<<<<< + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) + */ + __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_med_result, __pyx_v_med_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":653 + * result = extend_arr(result, result_len, low_result, low_result_len) + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) # <<<<<<<<<<<<<< + * free(low_result) + * free(med_result) + */ + __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_high_result, __pyx_v_high_result_len); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":654 + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) # <<<<<<<<<<<<<< + * free(med_result) + * free(high_result) + */ + free(__pyx_v_low_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":655 + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) + * free(med_result) # <<<<<<<<<<<<<< + * free(high_result) + * + */ + free(__pyx_v_med_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":656 + * free(low_result) + * free(med_result) + * free(high_result) # <<<<<<<<<<<<<< + * + * return result + */ + free(__pyx_v_high_result); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":658 + * free(high_result) + * + * return result # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_result; + goto __pyx_L0; + + __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_WriteUnraisable("_sa.HieroCachingRuleFactory.baeza_yates_helper", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":662 + * + * + * cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, # <<<<<<<<<<<<<< + * Matching* loc2, int offset_by_one, int len_last): + * """ + */ + +static long __pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings_set(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_i1_minus, int __pyx_v_i1_plus, int *__pyx_v_arr1, int __pyx_v_step1, struct __pyx_t_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { + int __pyx_v_i1; + int __pyx_v_comparison; + int __pyx_v_prev_comparison; + struct __pyx_t_3_sa_Matching __pyx_v_l1_stack; + struct __pyx_t_3_sa_Matching *__pyx_v_loc1; + long __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + __Pyx_RefNannySetupContext("compare_matchings_set", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":673 + * cdef Matching* loc1 + * + * loc1 = &l1_stack # <<<<<<<<<<<<<< + * + * i1 = i1_minus + */ + __pyx_v_loc1 = (&__pyx_v_l1_stack); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":675 + * loc1 = &l1_stack + * + * i1 = i1_minus # <<<<<<<<<<<<<< + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + */ + __pyx_v_i1 = __pyx_v_i1_minus; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":676 + * + * i1 = i1_minus + * while i1 < i1_plus: # <<<<<<<<<<<<<< + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + */ + while (1) { + __pyx_t_1 = ((__pyx_v_i1 < __pyx_v_i1_plus) != 0); + if (!__pyx_t_1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":677 + * i1 = i1_minus + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: + */ + __pyx_f_3_sa_assign_matching(__pyx_v_loc1, __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":678 + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == 0: + * prev_comparison = 0 + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, __pyx_v_loc1, __pyx_v_loc2, __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":679 + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: # <<<<<<<<<<<<<< + * prev_comparison = 0 + * break + */ + __pyx_t_1 = ((__pyx_v_comparison == 0) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":680 + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: + * prev_comparison = 0 # <<<<<<<<<<<<<< + * break + * elif i1 == i1_minus: + */ + __pyx_v_prev_comparison = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":681 + * if comparison == 0: + * prev_comparison = 0 + * break # <<<<<<<<<<<<<< + * elif i1 == i1_minus: + * prev_comparison = comparison + */ + goto __pyx_L4_break; + goto __pyx_L5; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":682 + * prev_comparison = 0 + * break + * elif i1 == i1_minus: # <<<<<<<<<<<<<< + * prev_comparison = comparison + * else: + */ + __pyx_t_1 = ((__pyx_v_i1 == __pyx_v_i1_minus) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":683 + * break + * elif i1 == i1_minus: + * prev_comparison = comparison # <<<<<<<<<<<<<< + * else: + * if comparison != prev_comparison: + */ + __pyx_v_prev_comparison = __pyx_v_comparison; + goto __pyx_L5; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":685 + * prev_comparison = comparison + * else: + * if comparison != prev_comparison: # <<<<<<<<<<<<<< + * prev_comparison = 0 + * break + */ + __pyx_t_1 = ((__pyx_v_comparison != __pyx_v_prev_comparison) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":686 + * else: + * if comparison != prev_comparison: + * prev_comparison = 0 # <<<<<<<<<<<<<< + * break + * i1 = i1 + step1 + */ + __pyx_v_prev_comparison = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":687 + * if comparison != prev_comparison: + * prev_comparison = 0 + * break # <<<<<<<<<<<<<< + * i1 = i1 + step1 + * return prev_comparison + */ + goto __pyx_L4_break; + goto __pyx_L6; + } + __pyx_L6:; + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":688 + * prev_comparison = 0 + * break + * i1 = i1 + step1 # <<<<<<<<<<<<<< + * return prev_comparison + * + */ + __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); + } + __pyx_L4_break:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":689 + * break + * i1 = i1 + step1 + * return prev_comparison # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_prev_comparison; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":692 + * + * + * cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): # <<<<<<<<<<<<<< + * cdef int i + * + */ + +static long __pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_t_3_sa_Matching *__pyx_v_loc1, struct __pyx_t_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { + int __pyx_v_i; + long __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + __Pyx_RefNannySetupContext("compare_matchings", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":695 + * cdef int i + * + * if loc1.sent_id > loc2.sent_id: # <<<<<<<<<<<<<< + * return 1 + * if loc2.sent_id > loc1.sent_id: + */ + __pyx_t_1 = ((__pyx_v_loc1->sent_id > __pyx_v_loc2->sent_id) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":696 + * + * if loc1.sent_id > loc2.sent_id: + * return 1 # <<<<<<<<<<<<<< + * if loc2.sent_id > loc1.sent_id: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":697 + * if loc1.sent_id > loc2.sent_id: + * return 1 + * if loc2.sent_id > loc1.sent_id: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_1 = ((__pyx_v_loc2->sent_id > __pyx_v_loc1->sent_id) != 0); + if (__pyx_t_1) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":698 + * return 1 + * if loc2.sent_id > loc1.sent_id: + * return -1 # <<<<<<<<<<<<<< + * + * if loc1.size == 1 and loc2.size == 1: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L4; + } + __pyx_L4:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":700 + * return -1 + * + * if loc1.size == 1 and loc2.size == 1: # <<<<<<<<<<<<<< + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + * return 1 + */ + __pyx_t_1 = ((__pyx_v_loc1->size == 1) != 0); + if (__pyx_t_1) { + __pyx_t_2 = ((__pyx_v_loc2->size == 1) != 0); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":701 + * + * if loc1.size == 1 and loc2.size == 1: + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_t_3 = ((((__pyx_v_loc2->arr[__pyx_v_loc2->start]) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) <= __pyx_v_self->train_min_gap_size) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":702 + * if loc1.size == 1 and loc2.size == 1: + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + * return 1 # <<<<<<<<<<<<<< + * + * elif offset_by_one: + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L6; + } + __pyx_L6:; + goto __pyx_L5; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":704 + * return 1 + * + * elif offset_by_one: # <<<<<<<<<<<<<< + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + */ + __pyx_t_3 = (__pyx_v_offset_by_one != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":705 + * + * elif offset_by_one: + * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 + */ + __pyx_t_4 = __pyx_v_loc1->size; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":706 + * elif offset_by_one: + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":707 + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L9; + } + __pyx_L9:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":708 + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":709 + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + * return -1 # <<<<<<<<<<<<<< + * + * else: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L10; + } + __pyx_L10:; + } + goto __pyx_L5; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":712 + * + * else: + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + */ + __pyx_t_3 = ((((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) > (__pyx_v_loc2->arr[__pyx_v_loc2->start])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":713 + * else: + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L11; + } + __pyx_L11:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":714 + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = ((((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) < (__pyx_v_loc2->arr[__pyx_v_loc2->start])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":715 + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + * return -1 # <<<<<<<<<<<<<< + * + * for i from 1 <= i < loc1.size: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L12; + } + __pyx_L12:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":717 + * return -1 + * + * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 + */ + __pyx_t_4 = __pyx_v_loc1->size; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":718 + * + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":719 + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":720 + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":721 + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + * return -1 # <<<<<<<<<<<<<< + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L16; + } + __pyx_L16:; + } + } + __pyx_L5:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":723 + * return -1 + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: # <<<<<<<<<<<<<< + * return -1 + * return 0 + */ + __pyx_t_3 = (((((__pyx_v_loc2->arr[(__pyx_v_loc2->end - 1)]) + __pyx_v_len_last) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) > __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":724 + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + * return -1 # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":725 + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + * return -1 + * return 0 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = 0; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":728 + * + * + * cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1, # <<<<<<<<<<<<<< + * int low2, int high2, int* arr2, int step2, + * int offset_by_one, int len_last, int num_subpatterns, int* result_len): + */ + +static int *__pyx_f_3_sa_23HieroCachingRuleFactory_merge_helper(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_low1, int __pyx_v_high1, int *__pyx_v_arr1, int __pyx_v_step1, int __pyx_v_low2, int __pyx_v_high2, int *__pyx_v_arr2, int __pyx_v_step2, int __pyx_v_offset_by_one, int __pyx_v_len_last, int __pyx_v_num_subpatterns, int *__pyx_v_result_len) { + int __pyx_v_i1; 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+ + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":740 + * + * i1 = low1 + * i2 = low2 # <<<<<<<<<<<<<< + * while i1 < high1 and i2 < high2: + * + */ + __pyx_v_i2 = __pyx_v_low2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":741 + * i1 = low1 + * i2 = low2 + * while i1 < high1 and i2 < high2: # <<<<<<<<<<<<<< + * + * # First, pop all unneeded loc2's off the stack + */ + while (1) { + __pyx_t_1 = ((__pyx_v_i1 < __pyx_v_high1) != 0); + if (__pyx_t_1) { + __pyx_t_2 = ((__pyx_v_i2 < __pyx_v_high2) != 0); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":744 + * + * # First, pop all unneeded loc2's off the stack + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":745 + * # First, pop all unneeded loc2's off the stack + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while i2 < high2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + */ + while (1) { + __pyx_t_3 = ((__pyx_v_i2 < __pyx_v_high2) != 0); + if (!__pyx_t_3) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":746 + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + * i2 = i2 + step2 + */ + __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":747 + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: # <<<<<<<<<<<<<< + * i2 = i2 + step2 + * else: + */ + __pyx_t_3 = ((((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) == 1) != 0); 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__pyx_lineno = 1256; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_f_high_prev = __pyx_t_1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1257 + * f_low_prev = f_low + * f_high_prev = f_high + * new_x = 0 # <<<<<<<<<<<<<< + * new_low_x = 0 + * new_high_x = 0 + */ + __pyx_v_new_x = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1258 + * f_high_prev = f_high + * new_x = 0 + * new_low_x = 0 # <<<<<<<<<<<<<< + * new_high_x = 0 + * + */ + __pyx_v_new_low_x = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1259 + * new_x = 0 + * new_low_x = 0 + * new_high_x = 0 # <<<<<<<<<<<<<< + * + * while True: + */ + __pyx_v_new_high_x = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1261 + * new_high_x = 0 + * + * while True: # <<<<<<<<<<<<<< + * + * if f_back_low[0] == -1: + */ + while (1) { + if (!1) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1263 + * while True: + * + * if f_back_low[0] == -1: # <<<<<<<<<<<<<< + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * else: + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) == -1) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1264 + * + * if f_back_low[0] == -1: + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_e_low[0]), (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + goto __pyx_L11; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1266 + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_e_low[0]), __pyx_v_e_low_prev, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1266; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1267 + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * + * if f_back_low[0] > f_low: + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, __pyx_v_e_high_prev, (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1267; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + } + __pyx_L11:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1269 + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * + * if f_back_low[0] > f_low: # <<<<<<<<<<<<<< + * f_back_low[0] = f_low + * + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) > __pyx_v_f_low) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1270 + * + * if f_back_low[0] > f_low: + * f_back_low[0] = f_low # <<<<<<<<<<<<<< + * + * if f_back_high[0] < f_high: + */ + (__pyx_v_f_back_low[0]) = __pyx_v_f_low; + goto __pyx_L12; + } + __pyx_L12:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1272 + * f_back_low[0] = f_low + * + * if f_back_high[0] < f_high: # <<<<<<<<<<<<<< + * f_back_high[0] = f_high + * + */ + __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = PyObject_RichCompare(__pyx_t_2, __pyx_v_f_high, Py_LT); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1273 + * + * if f_back_high[0] < f_high: + * f_back_high[0] = f_high # <<<<<<<<<<<<<< + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + */ + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1273; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + (__pyx_v_f_back_high[0]) = __pyx_t_1; + goto __pyx_L13; + } + __pyx_L13:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1275 + * f_back_high[0] = f_high + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) == __pyx_v_f_low_prev) != 0); + if (__pyx_t_4) { + __pyx_t_5 = (((__pyx_v_f_back_high[0]) == __pyx_v_f_high_prev) != 0); + __pyx_t_3 = __pyx_t_5; + } else { + __pyx_t_3 = __pyx_t_4; + } + if (__pyx_t_3) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1276 + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + * return 1 # <<<<<<<<<<<<<< + * + * if allow_low_x == 0 and f_back_low[0] < f_low: + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L14; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1278 + * return 1 + * + * if allow_low_x == 0 and f_back_low[0] < f_low: # <<<<<<<<<<<<<< + * # FAIL: f phrase is not tight + * return 0 + */ + __pyx_t_3 = ((__pyx_v_allow_low_x == 0) != 0); + if (__pyx_t_3) { + __pyx_t_4 = (((__pyx_v_f_back_low[0]) < __pyx_v_f_low) != 0); + __pyx_t_5 = __pyx_t_4; + } else { + __pyx_t_5 = __pyx_t_3; + } + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1280 + * if allow_low_x == 0 and f_back_low[0] < f_low: + * # FAIL: f phrase is not tight + * return 0 # <<<<<<<<<<<<<< + * + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1282 + * return 0 + * + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: f back projection is too wide + * return 0 + */ + __pyx_t_5 = ((((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len) != 0); + if (__pyx_t_5) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1284 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: f back projection is too wide + * return 0 # <<<<<<<<<<<<<< + * + * if allow_high_x == 0 and f_back_high[0] > f_high: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L16; + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1286 + * return 0 + * + * if allow_high_x == 0 and f_back_high[0] > f_high: # <<<<<<<<<<<<<< + * # FAIL: extension on high side not allowed + * return 0 + */ + __pyx_t_5 = (__pyx_v_allow_high_x == 0); + if (__pyx_t_5) { + __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_2 = PyObject_RichCompare(__pyx_t_6, __pyx_v_f_high, Py_GT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __pyx_t_3; + } else { + __pyx_t_4 = __pyx_t_5; + } + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1288 + * if allow_high_x == 0 and f_back_high[0] > f_high: + * # FAIL: extension on high side not allowed + * return 0 # <<<<<<<<<<<<<< + * + * if f_low != f_back_low[0]: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1290 + * return 0 + * + * if f_low != f_back_low[0]: # <<<<<<<<<<<<<< + * if new_low_x == 0: + * if new_x >= max_new_x: + */ + __pyx_t_4 = ((__pyx_v_f_low != (__pyx_v_f_back_low[0])) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1291 + * + * if f_low != f_back_low[0]: + * if new_low_x == 0: # <<<<<<<<<<<<<< + * if new_x >= max_new_x: + * # FAIL: extension required on low side violates max # of gaps + */ + __pyx_t_4 = ((__pyx_v_new_low_x == 0) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1292 + * if f_low != f_back_low[0]: + * if new_low_x == 0: + * if new_x >= max_new_x: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates max # of gaps + * return 0 + */ + __pyx_t_4 = ((__pyx_v_new_x >= __pyx_v_max_new_x) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1294 + * if new_x >= max_new_x: + * # FAIL: extension required on low side violates max # of gaps + * return 0 # <<<<<<<<<<<<<< + * else: + * new_x = new_x + 1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L20; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1296 + * return 0 + * else: + * new_x = new_x + 1 # <<<<<<<<<<<<<< + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: + */ + __pyx_v_new_x = (__pyx_v_new_x + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1297 + * else: + * new_x = new_x + 1 + * new_low_x = 1 # <<<<<<<<<<<<<< + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size + */ + __pyx_v_new_low_x = 1; + } + __pyx_L20:; + goto __pyx_L19; + } + __pyx_L19:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1298 + * new_x = new_x + 1 + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: # <<<<<<<<<<<<<< + * f_back_low[0] = f_low - min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_t_4 = (((__pyx_v_f_low - (__pyx_v_f_back_low[0])) < __pyx_v_min_fx_size) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1299 + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size # <<<<<<<<<<<<<< + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on low side violates max initial length + */ + (__pyx_v_f_back_low[0]) = (__pyx_v_f_low - __pyx_v_min_fx_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1300 + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates max initial length + * return 0 + */ + __pyx_t_4 = ((((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1302 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on low side violates max initial length + * return 0 # <<<<<<<<<<<<<< + * if f_back_low[0] < 0: + * # FAIL: extension required on low side violates sentence boundary + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L22; + } + __pyx_L22:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1303 + * # FAIL: extension required on low side violates max initial length + * return 0 + * if f_back_low[0] < 0: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates sentence boundary + * return 0 + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) < 0) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1305 + * if f_back_low[0] < 0: + * # FAIL: extension required on low side violates sentence boundary + * return 0 # <<<<<<<<<<<<<< + * + * if f_high != f_back_high[0]: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L23; + } + __pyx_L23:; + goto __pyx_L21; + } + __pyx_L21:; + goto __pyx_L18; + } + __pyx_L18:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1307 + * return 0 + * + * if f_high != f_back_high[0]: # <<<<<<<<<<<<<< + * if new_high_x == 0: + * if new_x >= max_new_x: + */ + __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1307; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = PyObject_RichCompare(__pyx_v_f_high, __pyx_t_2, Py_NE); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1307; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1307; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1308 + * + * if f_high != f_back_high[0]: + * if new_high_x == 0: # <<<<<<<<<<<<<< + * if new_x >= max_new_x: + * # FAIL: extension required on high side violates max # of gaps + */ + __pyx_t_4 = ((__pyx_v_new_high_x == 0) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1309 + * if f_high != f_back_high[0]: + * if new_high_x == 0: + * if new_x >= max_new_x: # <<<<<<<<<<<<<< + * # FAIL: extension required on high side violates max # of gaps + * return 0 + */ + __pyx_t_4 = ((__pyx_v_new_x >= __pyx_v_max_new_x) != 0); + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1311 + * if new_x >= max_new_x: + * # FAIL: extension required on high side violates max # of gaps + * return 0 # <<<<<<<<<<<<<< + * else: + * new_x = new_x + 1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L26; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1313 + * return 0 + * else: + * new_x = new_x + 1 # <<<<<<<<<<<<<< + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: + */ + __pyx_v_new_x = (__pyx_v_new_x + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1314 + * else: + * new_x = new_x + 1 + * new_high_x = 1 # <<<<<<<<<<<<<< + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size + */ + __pyx_v_new_high_x = 1; + } + __pyx_L26:; + goto __pyx_L25; + } + __pyx_L25:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1315 + * new_x = new_x + 1 + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: # <<<<<<<<<<<<<< + * f_back_high[0] = f_high + min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1315; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_2 = PyNumber_Subtract(__pyx_t_6, __pyx_v_f_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1315; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_6 = PyInt_FromLong(__pyx_v_min_fx_size); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1315; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_7 = PyObject_RichCompare(__pyx_t_2, __pyx_t_6, Py_LT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1315; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1315; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; + if (__pyx_t_4) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1316 + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size # <<<<<<<<<<<<<< + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on high side violates max initial length + */ + __pyx_t_7 = PyInt_FromLong(__pyx_v_min_fx_size); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1316; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_7); + __pyx_t_6 = PyNumber_Add(__pyx_v_f_high, __pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1316; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1316; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); 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+ + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1357 + * arr = realloc(arr, new_len*sizeof(int)) + * memcpy(arr+arr_len[0], data, data_len*sizeof(int)) + * arr_len[0] = new_len # <<<<<<<<<<<<<< + * return arr + * + */ + (__pyx_v_arr_len[0]) = __pyx_v_new_len; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1358 + * memcpy(arr+arr_len[0], data, data_len*sizeof(int)) + * arr_len[0] = new_len + * return arr # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_arr; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1361 + * + * + * cdef extract_phrases(self, int e_low, int e_high, int* e_gap_low, int* e_gap_high, int* e_links_low, int num_gaps, # <<<<<<<<<<<<<< + * int f_low, int f_high, int* f_gap_low, int* f_gap_high, int* f_links_low, + * int sent_id, int e_sent_len, int e_sent_start): + */ + +static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract_phrases(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_e_low, int __pyx_v_e_high, int *__pyx_v_e_gap_low, int *__pyx_v_e_gap_high, int *__pyx_v_e_links_low, int __pyx_v_num_gaps, CYTHON_UNUSED int __pyx_v_f_low, CYTHON_UNUSED int __pyx_v_f_high, CYTHON_UNUSED int *__pyx_v_f_gap_low, CYTHON_UNUSED int *__pyx_v_f_gap_high, CYTHON_UNUSED int *__pyx_v_f_links_low, CYTHON_UNUSED int __pyx_v_sent_id, int __pyx_v_e_sent_len, int __pyx_v_e_sent_start) { + int __pyx_v_i; + int __pyx_v_j; + int __pyx_v_k; + int __pyx_v_m; + int __pyx_v_n; + int *__pyx_v_e_gap_order; + int __pyx_v_e_x_low; + int __pyx_v_e_x_high; + int __pyx_v_e_x_gap_low; + int __pyx_v_e_x_gap_high; + int *__pyx_v_e_gaps1; + int *__pyx_v_e_gaps2; + int __pyx_v_len1; + int __pyx_v_len2; + int __pyx_v_step; + int __pyx_v_num_chunks; + struct __pyx_obj_3_sa_IntList *__pyx_v_ephr_arr = 0; + PyObject *__pyx_v_result = 0; + struct __pyx_obj_3_sa_IntList *__pyx_v_indexes = 0; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + int __pyx_t_5; + int __pyx_t_6; + int __pyx_t_7; + int __pyx_t_8; + long __pyx_t_9; + PyObject *__pyx_t_10 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("extract_phrases", 0); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1369 + * cdef result + * + * result = [] # <<<<<<<<<<<<<< + * len1 = 0 + * e_gaps1 = malloc(0) + */ + __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1369; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_result = ((PyObject *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1370 + * + * result = [] + * len1 = 0 # <<<<<<<<<<<<<< + * e_gaps1 = malloc(0) + * ephr_arr = IntList() + */ + __pyx_v_len1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1371 + * result = [] + * len1 = 0 + * e_gaps1 = malloc(0) # <<<<<<<<<<<<<< + * ephr_arr = IntList() + * + */ + __pyx_v_e_gaps1 = ((int *)malloc(0)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1372 + * len1 = 0 + * e_gaps1 = malloc(0) + * ephr_arr = IntList() # <<<<<<<<<<<<<< + * + * e_gap_order = malloc(num_gaps*sizeof(int)) + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_ephr_arr = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1374 + * ephr_arr = IntList() + * + * e_gap_order = malloc(num_gaps*sizeof(int)) # <<<<<<<<<<<<<< + * if num_gaps > 0: + * e_gap_order[0] = 0 + */ + __pyx_v_e_gap_order = ((int *)malloc((__pyx_v_num_gaps * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1375 + * + * e_gap_order = malloc(num_gaps*sizeof(int)) + * if num_gaps > 0: # <<<<<<<<<<<<<< + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: + */ + __pyx_t_2 = ((__pyx_v_num_gaps > 0) != 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1376 + * e_gap_order = malloc(num_gaps*sizeof(int)) + * if num_gaps > 0: + * e_gap_order[0] = 0 # <<<<<<<<<<<<<< + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: + */ + (__pyx_v_e_gap_order[0]) = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1377 + * if num_gaps > 0: + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: # <<<<<<<<<<<<<< + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: + */ + __pyx_t_3 = __pyx_v_num_gaps; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1378 + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: # <<<<<<<<<<<<<< + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: + */ + __pyx_t_4 = __pyx_v_i; + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1379 + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: # <<<<<<<<<<<<<< + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] + */ + __pyx_t_2 = (((__pyx_v_e_gap_low[__pyx_v_i]) < (__pyx_v_e_gap_low[__pyx_v_j])) != 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1380 + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: # <<<<<<<<<<<<<< + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i + */ + __pyx_t_5 = __pyx_v_i; + for (__pyx_v_k = __pyx_v_j; __pyx_v_k < __pyx_t_5; __pyx_v_k++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1381 + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] # <<<<<<<<<<<<<< + * e_gap_order[j] = i + * break + */ + (__pyx_v_e_gap_order[(__pyx_v_k + 1)]) = (__pyx_v_e_gap_order[__pyx_v_k]); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1382 + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i # <<<<<<<<<<<<<< + * break + * else: + */ + (__pyx_v_e_gap_order[__pyx_v_j]) = __pyx_v_i; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1383 + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i + * break # <<<<<<<<<<<<<< + * else: + * e_gap_order[i] = i + */ + goto __pyx_L7_break; + goto __pyx_L8; + } + __pyx_L8:; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1385 + * break + * else: + * e_gap_order[i] = i # <<<<<<<<<<<<<< + * + * e_x_low = e_low + */ + (__pyx_v_e_gap_order[__pyx_v_i]) = __pyx_v_i; + } + __pyx_L7_break:; + } + goto __pyx_L3; + } + __pyx_L3:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1387 + * e_gap_order[i] = i + * + * e_x_low = e_low # <<<<<<<<<<<<<< + * e_x_high = e_high + * if not self.tight_phrases: + */ + __pyx_v_e_x_low = __pyx_v_e_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1388 + * + * e_x_low = e_low + * e_x_high = e_high # <<<<<<<<<<<<<< + * if not self.tight_phrases: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + */ + __pyx_v_e_x_high = __pyx_v_e_high; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1389 + * e_x_low = e_low + * e_x_high = e_high + * if not self.tight_phrases: # <<<<<<<<<<<<<< + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 + */ + __pyx_t_2 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1390 + * e_x_high = e_high + * if not self.tight_phrases: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: # <<<<<<<<<<<<<< + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + */ + while (1) { + __pyx_t_2 = ((__pyx_v_e_x_low > 0) != 0); + if (__pyx_t_2) { + __pyx_t_6 = (((__pyx_v_e_high - __pyx_v_e_x_low) < __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_6) { + __pyx_t_7 = (((__pyx_v_e_links_low[(__pyx_v_e_x_low - 1)]) == -1) != 0); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_6; + } + __pyx_t_6 = __pyx_t_8; + } else { + __pyx_t_6 = __pyx_t_2; + } + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1391 + * if not self.tight_phrases: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 # <<<<<<<<<<<<<< + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + * e_x_high = e_x_high + 1 + */ + __pyx_v_e_x_low = (__pyx_v_e_x_low - 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1392 + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: # <<<<<<<<<<<<<< + * e_x_high = e_x_high + 1 + * + */ + while (1) { + __pyx_t_6 = ((__pyx_v_e_x_high < __pyx_v_e_sent_len) != 0); + if (__pyx_t_6) { + __pyx_t_2 = (((__pyx_v_e_x_high - __pyx_v_e_low) < __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_2) { + __pyx_t_8 = (((__pyx_v_e_links_low[__pyx_v_e_x_high]) == -1) != 0); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_t_2; + } + __pyx_t_2 = __pyx_t_7; + } else { + __pyx_t_2 = __pyx_t_6; + } + if (!__pyx_t_2) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1393 + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + * e_x_high = e_x_high + 1 # <<<<<<<<<<<<<< + * + * for i from e_x_low <= i <= e_low: + */ + __pyx_v_e_x_high = (__pyx_v_e_x_high + 1); + } + goto __pyx_L11; + } + __pyx_L11:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1395 + * e_x_high = e_x_high + 1 + * + * for i from e_x_low <= i <= e_low: # <<<<<<<<<<<<<< + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + * + */ + __pyx_t_3 = __pyx_v_e_low; + for (__pyx_v_i = __pyx_v_e_x_low; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1396 + * + * for i from e_x_low <= i <= e_low: + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) # <<<<<<<<<<<<<< + * + * for i from 0 <= i < num_gaps: + */ + __pyx_v_e_gaps1 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps1, (&__pyx_v_len1), (&__pyx_v_i), 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1398 + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + * + * for i from 0 <= i < num_gaps: # <<<<<<<<<<<<<< + * e_gaps2 = malloc(0) + * len2 = 0 + */ + __pyx_t_3 = __pyx_v_num_gaps; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1399 + * + * for i from 0 <= i < num_gaps: + * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< + * len2 = 0 + * + */ + __pyx_v_e_gaps2 = ((int *)malloc(0)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1400 + * for i from 0 <= i < num_gaps: + * e_gaps2 = malloc(0) + * len2 = 0 # <<<<<<<<<<<<<< + * + * j = e_gap_order[i] + */ + __pyx_v_len2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1402 + * len2 = 0 + * + * j = e_gap_order[i] # <<<<<<<<<<<<<< + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] + */ + __pyx_v_j = (__pyx_v_e_gap_order[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1403 + * + * j = e_gap_order[i] + * e_x_gap_low = e_gap_low[j] # <<<<<<<<<<<<<< + * e_x_gap_high = e_gap_high[j] + * if not self.tight_phrases: + */ + __pyx_v_e_x_gap_low = (__pyx_v_e_gap_low[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1404 + * j = e_gap_order[i] + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] # <<<<<<<<<<<<<< + * if not self.tight_phrases: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + */ + __pyx_v_e_x_gap_high = (__pyx_v_e_gap_high[__pyx_v_j]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1405 + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] + * if not self.tight_phrases: # <<<<<<<<<<<<<< + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 + */ + __pyx_t_2 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1406 + * e_x_gap_high = e_gap_high[j] + * if not self.tight_phrases: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: # <<<<<<<<<<<<<< + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + */ + while (1) { + __pyx_t_2 = ((__pyx_v_e_x_gap_low > __pyx_v_e_x_low) != 0); + if (__pyx_t_2) { + __pyx_t_6 = (((__pyx_v_e_links_low[(__pyx_v_e_x_gap_low - 1)]) == -1) != 0); + __pyx_t_7 = __pyx_t_6; + } else { + __pyx_t_7 = __pyx_t_2; + } + if (!__pyx_t_7) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1407 + * if not self.tight_phrases: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 # <<<<<<<<<<<<<< + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + * e_x_gap_high = e_x_gap_high + 1 + */ + __pyx_v_e_x_gap_low = (__pyx_v_e_x_gap_low - 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1408 + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: # <<<<<<<<<<<<<< + * e_x_gap_high = e_x_gap_high + 1 + * + */ + while (1) { + __pyx_t_7 = ((__pyx_v_e_x_gap_high < __pyx_v_e_x_high) != 0); + if (__pyx_t_7) { + __pyx_t_2 = (((__pyx_v_e_links_low[__pyx_v_e_x_gap_high]) == -1) != 0); + __pyx_t_6 = __pyx_t_2; + } else { + __pyx_t_6 = __pyx_t_7; + } + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1409 + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + * e_x_gap_high = e_x_gap_high + 1 # <<<<<<<<<<<<<< + * + * k = 0 + */ + __pyx_v_e_x_gap_high = (__pyx_v_e_x_gap_high + 1); + } + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1411 + * e_x_gap_high = e_x_gap_high + 1 + * + * k = 0 # <<<<<<<<<<<<<< + * step = 1+(i*2) + * while k < len1: + */ + __pyx_v_k = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1412 + * + * k = 0 + * step = 1+(i*2) # <<<<<<<<<<<<<< + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: + */ + __pyx_v_step = (1 + (__pyx_v_i * 2)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1413 + * k = 0 + * step = 1+(i*2) + * while k < len1: # <<<<<<<<<<<<<< + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: + */ + while (1) { + __pyx_t_6 = ((__pyx_v_k < __pyx_v_len1) != 0); + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1414 + * step = 1+(i*2) + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: # <<<<<<<<<<<<<< + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: + */ + __pyx_t_4 = (__pyx_v_e_gap_low[__pyx_v_j]); + for (__pyx_v_m = __pyx_v_e_x_gap_low; __pyx_v_m <= __pyx_t_4; __pyx_v_m++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1415 + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: # <<<<<<<<<<<<<< + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + */ + __pyx_t_6 = ((__pyx_v_m >= (__pyx_v_e_gaps1[((__pyx_v_k + __pyx_v_step) - 1)])) != 0); + if (__pyx_t_6) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1416 + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: # <<<<<<<<<<<<<< + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + */ + __pyx_t_5 = __pyx_v_e_x_gap_high; + for (__pyx_v_n = (__pyx_v_e_gap_high[__pyx_v_j]); __pyx_v_n <= __pyx_t_5; __pyx_v_n++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1417 + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + */ + __pyx_t_6 = (((__pyx_v_n - __pyx_v_m) >= 1) != 0); + if (__pyx_t_6) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1418 + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_k), __pyx_v_step); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1419 + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_m), 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1420 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) # <<<<<<<<<<<<<< + * k = k + step + * free(e_gaps1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_n), 1); + goto __pyx_L32; + } + __pyx_L32:; + } + goto __pyx_L29; + } + __pyx_L29:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1421 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step # <<<<<<<<<<<<<< + * free(e_gaps1) + * e_gaps1 = e_gaps2 + */ + __pyx_v_k = (__pyx_v_k + __pyx_v_step); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1422 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step + * free(e_gaps1) # <<<<<<<<<<<<<< + * e_gaps1 = e_gaps2 + * len1 = len2 + */ + free(__pyx_v_e_gaps1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1423 + * k = k + step + * free(e_gaps1) + * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< + * len1 = len2 + * + */ + __pyx_v_e_gaps1 = __pyx_v_e_gaps2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1424 + * free(e_gaps1) + * e_gaps1 = e_gaps2 + * len1 = len2 # <<<<<<<<<<<<<< + * + * step = 1+(num_gaps*2) + */ + __pyx_v_len1 = __pyx_v_len2; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1426 + * len1 = len2 + * + * step = 1+(num_gaps*2) # <<<<<<<<<<<<<< + * e_gaps2 = malloc(0) + * len2 = 0 + */ + __pyx_v_step = (1 + (__pyx_v_num_gaps * 2)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1427 + * + * step = 1+(num_gaps*2) + * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< + * len2 = 0 + * for i from e_high <= i <= e_x_high: + */ + __pyx_v_e_gaps2 = ((int *)malloc(0)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1428 + * step = 1+(num_gaps*2) + * e_gaps2 = malloc(0) + * len2 = 0 # <<<<<<<<<<<<<< + * for i from e_high <= i <= e_x_high: + * j = 0 + */ + __pyx_v_len2 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1429 + * e_gaps2 = malloc(0) + * len2 = 0 + * for i from e_high <= i <= e_x_high: # <<<<<<<<<<<<<< + * j = 0 + * while j < len1: + */ + __pyx_t_3 = __pyx_v_e_x_high; + for (__pyx_v_i = __pyx_v_e_high; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1430 + * len2 = 0 + * for i from e_high <= i <= e_x_high: + * j = 0 # <<<<<<<<<<<<<< + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + */ + __pyx_v_j = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1431 + * for i from e_high <= i <= e_x_high: + * j = 0 + * while j < len1: # <<<<<<<<<<<<<< + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + */ + while (1) { + __pyx_t_6 = ((__pyx_v_j < __pyx_v_len1) != 0); + if (!__pyx_t_6) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1432 + * j = 0 + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + */ + __pyx_t_6 = (((__pyx_v_i - (__pyx_v_e_gaps1[__pyx_v_j])) <= __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_6) { + __pyx_t_7 = ((__pyx_v_i >= (__pyx_v_e_gaps1[((__pyx_v_j + __pyx_v_step) - 1)])) != 0); + __pyx_t_2 = __pyx_t_7; + } else { + __pyx_t_2 = __pyx_t_6; + } + if (__pyx_t_2) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1433 + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_j), __pyx_v_step); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1434 + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) # <<<<<<<<<<<<<< + * j = j + step + * free(e_gaps1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_i), 1); + goto __pyx_L37; + } + __pyx_L37:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1435 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step # <<<<<<<<<<<<<< + * free(e_gaps1) + * e_gaps1 = e_gaps2 + */ + __pyx_v_j = (__pyx_v_j + __pyx_v_step); + } + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1436 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step + * free(e_gaps1) # <<<<<<<<<<<<<< + * e_gaps1 = e_gaps2 + * len1 = len2 + */ + free(__pyx_v_e_gaps1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1437 + * j = j + step + * free(e_gaps1) + * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< + * len1 = len2 + * + */ + __pyx_v_e_gaps1 = __pyx_v_e_gaps2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1438 + * free(e_gaps1) + * e_gaps1 = e_gaps2 + * len1 = len2 # <<<<<<<<<<<<<< + * + * step = (num_gaps+1)*2 + */ + __pyx_v_len1 = __pyx_v_len2; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1440 + * len1 = len2 + * + * step = (num_gaps+1)*2 # <<<<<<<<<<<<<< + * i = 0 + * + */ + __pyx_v_step = ((__pyx_v_num_gaps + 1) * 2); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1441 + * + * step = (num_gaps+1)*2 + * i = 0 # <<<<<<<<<<<<<< + * + * cdef IntList indexes + */ + __pyx_v_i = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1444 + * + * cdef IntList indexes + * while i < len1: # <<<<<<<<<<<<<< + * ephr_arr._clear() + * num_chunks = 0 + */ + while (1) { + __pyx_t_2 = ((__pyx_v_i < __pyx_v_len1) != 0); + if (!__pyx_t_2) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1445 + * cdef IntList indexes + * while i < len1: + * ephr_arr._clear() # <<<<<<<<<<<<<< + * num_chunks = 0 + * indexes = IntList() + */ + ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_ephr_arr->__pyx_vtab)->_clear(__pyx_v_ephr_arr); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1446 + * while i < len1: + * ephr_arr._clear() + * num_chunks = 0 # <<<<<<<<<<<<<< + * indexes = IntList() + * for j from 0 <= j < num_gaps+1: + */ + __pyx_v_num_chunks = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1447 + * ephr_arr._clear() + * num_chunks = 0 + * indexes = IntList() # <<<<<<<<<<<<<< + * for j from 0 <= j < num_gaps+1: + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XDECREF(((PyObject *)__pyx_v_indexes)); + __pyx_v_indexes = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1448 + * num_chunks = 0 + * indexes = IntList() + * for j from 0 <= j < num_gaps+1: # <<<<<<<<<<<<<< + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + * num_chunks = num_chunks + 1 + */ + __pyx_t_9 = (__pyx_v_num_gaps + 1); + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_9; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1449 + * indexes = IntList() + * for j from 0 <= j < num_gaps+1: + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: # <<<<<<<<<<<<<< + * num_chunks = num_chunks + 1 + * for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: + */ + __pyx_t_2 = (((__pyx_v_e_gaps1[(__pyx_v_i + (2 * __pyx_v_j))]) < (__pyx_v_e_gaps1[((__pyx_v_i + (2 * __pyx_v_j)) + 1)])) != 0); 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if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1513; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_v_sofar); + __pyx_v_sofar = __pyx_t_3; + __pyx_t_3 = 0; + goto __pyx_L7; + } + __pyx_L7:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1516 + * + * + * e_links_low = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) + */ + __pyx_v_e_links_low = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1517 + * + * e_links_low = malloc(e_sent_len*sizeof(int)) + * e_links_high = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) + */ + __pyx_v_e_links_high = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1518 + * e_links_low = malloc(e_sent_len*sizeof(int)) + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_links_low = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1519 + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_links_high = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1520 + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1521 + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1522 + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + */ + __pyx_v_e_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1523 + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + */ + __pyx_v_e_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1524 + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + */ + memset(__pyx_v_f_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1525 + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + */ + memset(__pyx_v_f_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1526 + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + * + */ + memset(__pyx_v_e_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1527 + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * + * reason_for_failure = "" + */ + memset(__pyx_v_e_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1529 + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + * + * reason_for_failure = "" # <<<<<<<<<<<<<< + * + * for i from 0 <= i < e_sent_len: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_47)); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_47); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1531 + * reason_for_failure = "" + * + * for i from 0 <= i < e_sent_len: # <<<<<<<<<<<<<< + * e_links_low[i] = -1 + * e_links_high[i] = -1 + */ + __pyx_t_2 = __pyx_v_e_sent_len; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1532 + * + * for i from 0 <= i < e_sent_len: + * e_links_low[i] = -1 # <<<<<<<<<<<<<< + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: + */ + (__pyx_v_e_links_low[__pyx_v_i]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1533 + * for i from 0 <= i < e_sent_len: + * e_links_low[i] = -1 + * e_links_high[i] = -1 # <<<<<<<<<<<<<< + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 + */ + (__pyx_v_e_links_high[__pyx_v_i]) = -1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1534 + * e_links_low[i] = -1 + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: # <<<<<<<<<<<<<< + * f_links_low[i] = -1 + * f_links_high[i] = -1 + */ + __pyx_t_2 = __pyx_v_f_sent_len; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1535 + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 # <<<<<<<<<<<<<< + * f_links_high[i] = -1 + * + */ + (__pyx_v_f_links_low[__pyx_v_i]) = -1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1536 + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 + * f_links_high[i] = -1 # <<<<<<<<<<<<<< + * + * # this is really inefficient -- might be good to + */ + (__pyx_v_f_links_high[__pyx_v_i]) = -1; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1542 + * # links that we care about (but then how to look up + * # when we want to check something on the e side?) + * i = 0 # <<<<<<<<<<<<<< + * while i < num_links*2: + * f_i = sent_links[i] + */ + __pyx_v_i = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1543 + * # when we want to check something on the e side?) + * i = 0 + * while i < num_links*2: # <<<<<<<<<<<<<< + * f_i = sent_links[i] + * e_i = sent_links[i+1] + */ + while (1) { + __pyx_t_7 = ((__pyx_v_i < (__pyx_v_num_links * 2)) != 0); + if (!__pyx_t_7) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1544 + * i = 0 + * while i < num_links*2: + * f_i = sent_links[i] # <<<<<<<<<<<<<< + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + */ + __pyx_v_f_i = (__pyx_v_sent_links[__pyx_v_i]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1545 + * while i < num_links*2: + * f_i = sent_links[i] + * e_i = sent_links[i+1] # <<<<<<<<<<<<<< + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i + */ + __pyx_v_e_i = (__pyx_v_sent_links[(__pyx_v_i + 1)]); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1546 + * f_i = sent_links[i] + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: # <<<<<<<<<<<<<< + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + */ + __pyx_t_7 = (((__pyx_v_f_links_low[__pyx_v_f_i]) == -1) != 0); + if (!__pyx_t_7) { + __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_i]) > __pyx_v_e_i) != 0); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1547 + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i # <<<<<<<<<<<<<< + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 + */ + (__pyx_v_f_links_low[__pyx_v_f_i]) = __pyx_v_e_i; + goto __pyx_L14; + } + __pyx_L14:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1548 + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: # <<<<<<<<<<<<<< + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + */ + __pyx_t_9 = (((__pyx_v_f_links_high[__pyx_v_f_i]) == -1) != 0); + if (!__pyx_t_9) { + __pyx_t_7 = (((__pyx_v_f_links_high[__pyx_v_f_i]) < (__pyx_v_e_i + 1)) != 0); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_9; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1549 + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 # <<<<<<<<<<<<<< + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i + */ + (__pyx_v_f_links_high[__pyx_v_f_i]) = (__pyx_v_e_i + 1); + goto __pyx_L15; + } + __pyx_L15:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1550 + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: # <<<<<<<<<<<<<< + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + */ + __pyx_t_8 = (((__pyx_v_e_links_low[__pyx_v_e_i]) == -1) != 0); + if (!__pyx_t_8) { + __pyx_t_9 = (((__pyx_v_e_links_low[__pyx_v_e_i]) > __pyx_v_f_i) != 0); + __pyx_t_7 = __pyx_t_9; + } else { + __pyx_t_7 = __pyx_t_8; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1551 + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i # <<<<<<<<<<<<<< + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 + */ + (__pyx_v_e_links_low[__pyx_v_e_i]) = __pyx_v_f_i; + goto __pyx_L16; + } + __pyx_L16:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1552 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: # <<<<<<<<<<<<<< + * e_links_high[e_i] = f_i + 1 + * i = i + 2 + */ + __pyx_t_7 = (((__pyx_v_e_links_high[__pyx_v_e_i]) == -1) != 0); + if (!__pyx_t_7) { + __pyx_t_8 = (((__pyx_v_e_links_high[__pyx_v_e_i]) < (__pyx_v_f_i + 1)) != 0); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1553 + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 # <<<<<<<<<<<<<< + * i = i + 2 + * + */ + (__pyx_v_e_links_high[__pyx_v_e_i]) = (__pyx_v_f_i + 1); + goto __pyx_L17; + } + __pyx_L17:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1554 + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 + * i = i + 2 # <<<<<<<<<<<<<< + * + * als = [] + */ + __pyx_v_i = (__pyx_v_i + 2); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1556 + * i = i + 2 + * + * als = [] # <<<<<<<<<<<<<< + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + */ + __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1556; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_v_als = ((PyObject*)__pyx_t_3); + __pyx_t_3 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1557 + * + * als = [] + * for x in range(matching.start,matching.end): # <<<<<<<<<<<<<< + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + * als.append(al) + */ + __pyx_t_2 = __pyx_v_matching->end; + for (__pyx_t_4 = __pyx_v_matching->start; __pyx_t_4 < __pyx_t_2; __pyx_t_4+=1) { + __pyx_v_x = __pyx_t_4; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1558 + * als = [] + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) # <<<<<<<<<<<<<< + * als.append(al) + * # check all source-side alignment constraints + */ + __pyx_t_3 = PyInt_FromLong(((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_1 = PyInt_FromLong((__pyx_v_f_links_low[((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_3); + __Pyx_GIVEREF(__pyx_t_3); + PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_3 = 0; + __pyx_t_1 = 0; + __Pyx_XDECREF(((PyObject *)__pyx_v_al)); + __pyx_v_al = ((PyObject*)__pyx_t_10); + __pyx_t_10 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1559 + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + * als.append(al) # <<<<<<<<<<<<<< + * # check all source-side alignment constraints + * met_constraints = 1 + */ + __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_als, ((PyObject *)__pyx_v_al)); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1559; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1561 + * als.append(al) + * # check all source-side alignment constraints + * met_constraints = 1 # <<<<<<<<<<<<<< + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 + */ + __pyx_v_met_constraints = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1562 + * # check all source-side alignment constraints + * met_constraints = 1 + * if self.require_aligned_terminal: # <<<<<<<<<<<<<< + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: + */ + __pyx_t_9 = (__pyx_v_self->require_aligned_terminal != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1563 + * met_constraints = 1 + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 # <<<<<<<<<<<<<< + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: + */ + __pyx_v_num_aligned_chunks = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1564 + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: # <<<<<<<<<<<<<< + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + */ + __pyx_t_2 = __pyx_v_num_chunks; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1565 + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 + */ + __pyx_t_4 = (__pyx_v_chunklen[__pyx_v_i]); + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1566 + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: # <<<<<<<<<<<<<< + * num_aligned_chunks = num_aligned_chunks + 1 + * break + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)]) > -1) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1567 + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 # <<<<<<<<<<<<<< + * break + * if num_aligned_chunks == 0: + */ + __pyx_v_num_aligned_chunks = (__pyx_v_num_aligned_chunks + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1568 + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 + * break # <<<<<<<<<<<<<< + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" + */ + goto __pyx_L24_break; + goto __pyx_L25; + } + __pyx_L25:; + } + __pyx_L24_break:; + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1569 + * num_aligned_chunks = num_aligned_chunks + 1 + * break + * if num_aligned_chunks == 0: # <<<<<<<<<<<<<< + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 + */ + __pyx_t_9 = ((__pyx_v_num_aligned_chunks == 0) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1570 + * break + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" # <<<<<<<<<<<<<< + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_132)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_132); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1571 + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 # <<<<<<<<<<<<<< + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" + */ + __pyx_v_met_constraints = 0; + goto __pyx_L26; + } + __pyx_L26:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1572 + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: # <<<<<<<<<<<<<< + * reason_for_failure = "Unaligned chunk" + * met_constraints = 0 + */ + if ((__pyx_v_self->require_aligned_chunks != 0)) { + __pyx_t_9 = ((__pyx_v_num_aligned_chunks < __pyx_v_num_chunks) != 0); + __pyx_t_7 = __pyx_t_9; + } else { + __pyx_t_7 = (__pyx_v_self->require_aligned_chunks != 0); + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1573 + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_133)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_133); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1574 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if met_constraints and self.tight_phrases: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L20; + } + __pyx_L20:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1576 + * met_constraints = 0 + * + * if met_constraints and self.tight_phrases: # <<<<<<<<<<<<<< + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: + */ + if ((__pyx_v_met_constraints != 0)) { + __pyx_t_7 = __pyx_v_self->tight_phrases; + __pyx_t_9 = __pyx_t_7; + } else { + __pyx_t_9 = (__pyx_v_met_constraints != 0); + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1578 + * if met_constraints and self.tight_phrases: + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + */ + __pyx_t_12 = (__pyx_v_num_chunks - 1); + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1579 + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: # <<<<<<<<<<<<<< + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start)]) == -1) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1580 + * for i from 0 <= i < num_chunks-1: + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< + * met_constraints = 0 + * break + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_134)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_134); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1581 + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 # <<<<<<<<<<<<<< + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + */ + __pyx_v_met_constraints = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1582 + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + * break # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + */ + goto __pyx_L30_break; + goto __pyx_L31; + } + __pyx_L31:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1583 + * met_constraints = 0 + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: # <<<<<<<<<<<<<< + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - 1) - __pyx_v_f_sent_start)]) == -1) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1584 + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< + * met_constraints = 0 + * break + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_134)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_134); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1585 + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 # <<<<<<<<<<<<<< + * break + * + */ + __pyx_v_met_constraints = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1586 + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + * break # <<<<<<<<<<<<<< + * + * f_low = matching.arr[matching.start] - f_sent_start + */ + goto __pyx_L30_break; + goto __pyx_L32; + } + __pyx_L32:; + } + __pyx_L30_break:; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1588 + * break + * + * f_low = matching.arr[matching.start] - f_sent_start # <<<<<<<<<<<<<< + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + * if met_constraints: + */ + __pyx_v_f_low = ((__pyx_v_matching->arr[__pyx_v_matching->start]) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1589 + * + * f_low = matching.arr[matching.start] - f_sent_start + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start # <<<<<<<<<<<<<< + * if met_constraints: + * + */ + __pyx_v_f_high = (((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_matching->size) - 1)]) + (__pyx_v_chunklen[(__pyx_v_num_chunks - 1)])) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1590 + * f_low = matching.arr[matching.start] - f_sent_start + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + * if met_constraints: # <<<<<<<<<<<<<< + * + * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, + */ + __pyx_t_9 = (__pyx_v_met_constraints != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1592 + * if met_constraints: + * + * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, # <<<<<<<<<<<<<< + * -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, + */ + __pyx_t_10 = PyInt_FromLong(__pyx_v_f_high); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1596 + * self.train_max_initial_size, self.train_max_initial_size, + * self.train_min_gap_size, 0, + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): # <<<<<<<<<<<<<< + * gap_error = 0 + * num_gaps = 0 + */ + __pyx_t_9 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_low, __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, (&__pyx_v_e_low), (&__pyx_v_e_high), (&__pyx_v_f_back_low), (&__pyx_v_f_back_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_min_gap_size, 0, ((__pyx_v_self->max_nonterminals - __pyx_v_num_chunks) + 1), 1, 1, 0, 0) != 0); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1597 + * self.train_min_gap_size, 0, + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + * gap_error = 0 # <<<<<<<<<<<<<< + * num_gaps = 0 + * + */ + __pyx_v_gap_error = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1598 + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + * gap_error = 0 + * num_gaps = 0 # <<<<<<<<<<<<<< + * + * if f_back_low < f_low: + */ + __pyx_v_num_gaps = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1600 + * num_gaps = 0 + * + * if f_back_low < f_low: # <<<<<<<<<<<<<< + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low + */ + __pyx_t_9 = ((__pyx_v_f_back_low < __pyx_v_f_low) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1601 + * + * if f_back_low < f_low: + * f_gap_low[0] = f_back_low # <<<<<<<<<<<<<< + * f_gap_high[0] = f_low + * num_gaps = 1 + */ + (__pyx_v_f_gap_low[0]) = __pyx_v_f_back_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1602 + * if f_back_low < f_low: + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low # <<<<<<<<<<<<<< + * num_gaps = 1 + * gap_start = 0 + */ + (__pyx_v_f_gap_high[0]) = __pyx_v_f_low; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1603 + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low + * num_gaps = 1 # <<<<<<<<<<<<<< + * gap_start = 0 + * phrase_len = phrase_len+1 + */ + __pyx_v_num_gaps = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1604 + * f_gap_high[0] = f_low + * num_gaps = 1 + * gap_start = 0 # <<<<<<<<<<<<<< + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + */ + __pyx_v_gap_start = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1605 + * num_gaps = 1 + * gap_start = 0 + * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< + * if phrase_len > self.max_length: + * gap_error = 1 + */ + __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1606 + * gap_start = 0 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: # <<<<<<<<<<<<<< + * gap_error = 1 + * if self.tight_phrases: + */ + __pyx_t_9 = ((__pyx_v_phrase_len > __pyx_v_self->max_length) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1607 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + * gap_error = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + */ + __pyx_v_gap_error = 1; + goto __pyx_L36; + } + __pyx_L36:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1608 + * if phrase_len > self.max_length: + * gap_error = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 + */ + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1609 + * gap_error = 1 + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: # <<<<<<<<<<<<<< + * gap_error = 1 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + */ + __pyx_t_9 = (((__pyx_v_f_links_low[__pyx_v_f_back_low]) == -1) != 0); + if (!__pyx_t_9) { + __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) == -1) != 0); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_9; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1610 + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + * else: + */ + __pyx_v_gap_error = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1611 + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" # <<<<<<<<<<<<<< + * else: + * gap_start = 1 + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_135)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_135); + goto __pyx_L38; + } + __pyx_L38:; + goto __pyx_L37; + } + __pyx_L37:; + goto __pyx_L35; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1613 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + * else: + * gap_start = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases and f_links_low[f_low] == -1: + * # this is not a hard error. we can't extract this phrase + */ + __pyx_v_gap_start = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1614 + * else: + * gap_start = 1 + * if self.tight_phrases and f_links_low[f_low] == -1: # <<<<<<<<<<<<<< + * # this is not a hard error. we can't extract this phrase + * # but we still might be able to extract a superphrase + */ + if ((__pyx_v_self->tight_phrases != 0)) { + __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_low]) == -1) != 0); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1617 + * # this is not a hard error. we can't extract this phrase + * # but we still might be able to extract a superphrase + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * for i from 0 <= i < matching.size - 1: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L39; + } + __pyx_L39:; + } + __pyx_L35:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1619 + * met_constraints = 0 + * + * for i from 0 <= i < matching.size - 1: # <<<<<<<<<<<<<< + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + */ + __pyx_t_12 = (__pyx_v_matching->size - 1); + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1620 + * + * for i from 0 <= i < matching.size - 1: + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start # <<<<<<<<<<<<<< + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + * num_gaps = num_gaps + 1 + */ + (__pyx_v_f_gap_low[(1 + __pyx_v_i)]) = (((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1621 + * for i from 0 <= i < matching.size - 1: + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start # <<<<<<<<<<<<<< + * num_gaps = num_gaps + 1 + * + */ + (__pyx_v_f_gap_high[(1 + __pyx_v_i)]) = ((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - __pyx_v_f_sent_start); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1622 + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< + * + * if f_high < f_back_high: + */ + __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); + } + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1624 + * num_gaps = num_gaps + 1 + * + * if f_high < f_back_high: # <<<<<<<<<<<<<< + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high + */ + __pyx_t_9 = ((__pyx_v_f_high < __pyx_v_f_back_high) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1625 + * + * if f_high < f_back_high: + * f_gap_low[gap_start+num_gaps] = f_high # <<<<<<<<<<<<<< + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 + */ + (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_high; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1626 + * if f_high < f_back_high: + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high # <<<<<<<<<<<<<< + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 + */ + (__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_back_high; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1627 + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + */ + __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1628 + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< + * if phrase_len > self.max_length: + * gap_error = 1 + */ + __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1629 + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: # <<<<<<<<<<<<<< + * gap_error = 1 + * if self.tight_phrases: + */ + __pyx_t_9 = ((__pyx_v_phrase_len > __pyx_v_self->max_length) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1630 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + * gap_error = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + */ + __pyx_v_gap_error = 1; + goto __pyx_L43; + } + __pyx_L43:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1631 + * if phrase_len > self.max_length: + * gap_error = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 + */ + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1632 + * gap_error = 1 + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: # <<<<<<<<<<<<<< + * gap_error = 1 + * reason_for_failure = "Inside edges of following subphrase are not tight" + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(__pyx_v_f_back_high - 1)]) == -1) != 0); + if (!__pyx_t_9) { + __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_high]) == -1) != 0); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_t_9; + } + if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1633 + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Inside edges of following subphrase are not tight" + * else: + */ + __pyx_v_gap_error = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1634 + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 + * reason_for_failure = "Inside edges of following subphrase are not tight" # <<<<<<<<<<<<<< + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_136)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_136); + goto __pyx_L45; + } + __pyx_L45:; + goto __pyx_L44; + } + __pyx_L44:; + goto __pyx_L42; + } + /*else*/ { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1636 + * reason_for_failure = "Inside edges of following subphrase are not tight" + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + if ((__pyx_v_self->tight_phrases != 0)) { + __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_high - 1)]) == -1) != 0); + __pyx_t_9 = __pyx_t_7; + } else { + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + } + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1637 + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if gap_error == 0: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L46; + } + __pyx_L46:; + } + __pyx_L42:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1639 + * met_constraints = 0 + * + * if gap_error == 0: # <<<<<<<<<<<<<< + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases + */ + __pyx_t_9 = ((__pyx_v_gap_error == 0) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1640 + * + * if gap_error == 0: + * e_word_count = e_high - e_low # <<<<<<<<<<<<<< + * for i from 0 <= i < num_gaps: # check integrity of subphrases + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], + */ + __pyx_v_e_word_count = (__pyx_v_e_high - __pyx_v_e_low); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1641 + * if gap_error == 0: + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases # <<<<<<<<<<<<<< + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], + * f_links_low, f_links_high, e_links_low, e_links_high, + */ + __pyx_t_2 = __pyx_v_num_gaps; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1642 + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, + */ + __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1642; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1647 + * f_gap_low+gap_start+i, f_gap_high+gap_start+i, + * f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 + */ + __pyx_t_9 = ((((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)]), __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, ((__pyx_v_e_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_e_gap_high + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_high + __pyx_v_gap_start) + __pyx_v_i), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0) == 0) != 0); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1649 + * self.train_max_initial_size, self.train_max_initial_size, + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) + * break + */ + __pyx_v_gap_error = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1650 + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 + * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) # <<<<<<<<<<<<<< + * break + * + */ + __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1650; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + __pyx_t_1 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); 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+ if (__pyx_t_7) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1794 + * extracts.append((fphr, phrase2, pair_count, tuple(als3))) + * if (num_gaps < self.max_nonterminals - 1 and + * phrase_len+1 < self.max_length and # <<<<<<<<<<<<<< + * f_back_high == f_high and + * f_back_low == f_low and + */ + __pyx_t_8 = (((__pyx_v_phrase_len + 1) < __pyx_v_self->max_length) != 0); + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1795 + * if (num_gaps < self.max_nonterminals - 1 and + * phrase_len+1 < self.max_length and + * f_back_high == f_high and # <<<<<<<<<<<<<< + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + */ + __pyx_t_18 = ((__pyx_v_f_back_high == __pyx_v_f_high) != 0); + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1796 + * phrase_len+1 < self.max_length and + * f_back_high == f_high and + * f_back_low == f_low and # <<<<<<<<<<<<<< + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and + */ + __pyx_t_9 = ((__pyx_v_f_back_low == __pyx_v_f_low) != 0); + if (__pyx_t_9) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1797 + * f_back_high == f_high and + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and + */ + __pyx_t_19 = ((((__pyx_v_f_back_high - __pyx_v_f_back_low) + (2 * __pyx_v_self->train_min_gap_size)) <= __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_19) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1798 + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * f_high <= f_sent_len - self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + */ + __pyx_t_20 = ((__pyx_v_f_low >= __pyx_v_self->train_min_gap_size) != 0); + if (__pyx_t_20) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1799 + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and # <<<<<<<<<<<<<< + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + * + */ + __pyx_t_21 = ((__pyx_v_f_high <= (__pyx_v_f_sent_len - __pyx_v_self->train_min_gap_size)) != 0); + if (__pyx_t_21) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1800 + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): # <<<<<<<<<<<<<< + * + * met_constraints = 1 + */ + __pyx_t_22 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); + if (!__pyx_t_22) { + __pyx_t_23 = (((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) != -1) != 0); + if (__pyx_t_23) { + __pyx_t_24 = (((__pyx_v_f_links_low[__pyx_v_f_high]) != -1) != 0); + __pyx_t_25 = __pyx_t_24; + } else { + __pyx_t_25 = __pyx_t_23; + } + __pyx_t_23 = __pyx_t_25; + } else { + __pyx_t_23 = __pyx_t_22; + } + __pyx_t_22 = __pyx_t_23; + } else { + __pyx_t_22 = __pyx_t_21; + } + __pyx_t_21 = __pyx_t_22; + } else { + __pyx_t_21 = __pyx_t_20; + } + __pyx_t_20 = __pyx_t_21; + } else { + __pyx_t_20 = __pyx_t_19; + } + __pyx_t_19 = __pyx_t_20; + } else { + __pyx_t_19 = __pyx_t_9; + } + __pyx_t_9 = __pyx_t_19; + } else { + __pyx_t_9 = __pyx_t_18; + } + __pyx_t_18 = __pyx_t_9; + } else { + __pyx_t_18 = __pyx_t_8; + } + __pyx_t_8 = __pyx_t_18; + } else { + __pyx_t_8 = __pyx_t_7; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1802 + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + * + * met_constraints = 1 # <<<<<<<<<<<<<< + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: + */ + __pyx_v_met_constraints = 1; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1803 + * + * met_constraints = 1 + * f_x_low = f_low-self.train_min_gap_size # <<<<<<<<<<<<<< + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + */ + __pyx_v_f_x_low = (__pyx_v_f_low - __pyx_v_self->train_min_gap_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1804 + * met_constraints = 1 + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: # <<<<<<<<<<<<<< + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 + */ + __pyx_t_8 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1805 + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: # <<<<<<<<<<<<<< + * f_x_low = f_x_low - 1 + * if f_x_low < 0: + */ + while (1) { + __pyx_t_8 = ((__pyx_v_f_x_low >= 0) != 0); + if (__pyx_t_8) { + __pyx_t_7 = (((__pyx_v_f_links_low[__pyx_v_f_x_low]) == -1) != 0); + __pyx_t_18 = __pyx_t_7; + } else { + __pyx_t_18 = __pyx_t_8; + } + if (!__pyx_t_18) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1806 + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 # <<<<<<<<<<<<<< + * if f_x_low < 0: + * met_constraints = 0 + */ + __pyx_v_f_x_low = (__pyx_v_f_x_low - 1); + } + goto __pyx_L95; + } + __pyx_L95:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1807 + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 + * if f_x_low < 0: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_18 = ((__pyx_v_f_x_low < 0) != 0); + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1808 + * f_x_low = f_x_low - 1 + * if f_x_low < 0: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * f_x_high = f_high+self.train_min_gap_size + */ + __pyx_v_met_constraints = 0; + goto __pyx_L98; + } + __pyx_L98:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1810 + * met_constraints = 0 + * + * f_x_high = f_high+self.train_min_gap_size # <<<<<<<<<<<<<< + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + */ + __pyx_v_f_x_high = (__pyx_v_f_high + __pyx_v_self->train_min_gap_size); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1811 + * + * f_x_high = f_high+self.train_min_gap_size + * if self.tight_phrases: # <<<<<<<<<<<<<< + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + */ + __pyx_t_18 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_18) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1812 + * f_x_high = f_high+self.train_min_gap_size + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: # <<<<<<<<<<<<<< + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + */ + while (1) { + __pyx_t_18 = ((__pyx_v_f_x_high <= __pyx_v_f_sent_len) != 0); + if (__pyx_t_18) { + __pyx_t_8 = (((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) == -1) != 0); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_t_18; + } + if (!__pyx_t_7) break; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1813 + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 # <<<<<<<<<<<<<< + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + * met_constraints = 0 + */ + __pyx_v_f_x_high = (__pyx_v_f_x_high + 1); + } + goto __pyx_L99; + } + __pyx_L99:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1814 + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_7 = ((__pyx_v_f_x_high > __pyx_v_f_sent_len) != 0); + if (!__pyx_t_7) { + __pyx_t_18 = (((__pyx_v_f_x_high - __pyx_v_f_x_low) > __pyx_v_self->train_max_initial_size) != 0); + __pyx_t_8 = __pyx_t_18; + } else { + __pyx_t_8 = __pyx_t_7; + } + if (__pyx_t_8) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1815 + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if (met_constraints and + */ + __pyx_v_met_constraints = 0; + goto __pyx_L102; + } + __pyx_L102:; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1817 + * met_constraints = 0 + * + * if (met_constraints and # <<<<<<<<<<<<<< + * (self.find_fixpoint(f_x_low, f_x_high, + * f_links_low, f_links_high, e_links_low, e_links_high, + */ + if ((__pyx_v_met_constraints != 0)) { + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1818 + * + * if (met_constraints and + * (self.find_fixpoint(f_x_low, f_x_high, # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + */ + __pyx_t_1 = PyInt_FromLong(__pyx_v_f_x_high); 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{__Pyx_NAMESTR("get_all_nodes_isteps_away"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reachable"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_17reachable, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("shortest"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_19shortest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_next_states"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_21get_next_states, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("input"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_23input, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_23HieroCachingRuleFactory_22input)}, + {__Pyx_NAMESTR("add_instance"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_26add_instance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("form_rule"), 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__pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *p = (struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_lattice); + p->__pyx_v_lattice = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_9_decode_sentence[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_9_decode_sentence = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_9_decode_sentence"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_9_decode_sentence, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 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(e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct_12_genexpr(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_word); + p->__pyx_v_word = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_12_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_12_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_12_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr), /*tp_basicsize*/ + 0, 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__pyx_obj_3_sa___pyx_scope_struct_28___str__ *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_feat); + p->__pyx_v_feat = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_29_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_29_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_29_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_29_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_29_genexpr, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_29_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_29_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa___pyx_scope_struct_29_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_IntList __pyx_vtable_3_sa_IntList; + +static PyObject *__pyx_tp_new_3_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_IntList *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_IntList *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_IntList; + if (unlikely(__pyx_pw_3_sa_7IntList_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_IntList(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_7IntList_15__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_3_sa_IntList(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_3_sa_IntList(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_3_sa_7IntList_22__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_3_sa_IntList[] = { + {__Pyx_NAMESTR("index"), (PyCFunction)__pyx_pw_3_sa_7IntList_5index, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("partition"), (PyCFunction)__pyx_pw_3_sa_7IntList_7partition, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("_doquicksort"), (PyCFunction)__pyx_pw_3_sa_7IntList_9_doquicksort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sort"), (PyCFunction)__pyx_pw_3_sa_7IntList_11sort, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reset"), (PyCFunction)__pyx_pw_3_sa_7IntList_13reset, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_size"), (PyCFunction)__pyx_pw_3_sa_7IntList_26get_size, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("append"), (PyCFunction)__pyx_pw_3_sa_7IntList_28append, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("extend"), (PyCFunction)__pyx_pw_3_sa_7IntList_30extend, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_3_sa_7IntList_32write, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_3_sa_7IntList_34read, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_IntList = { + __pyx_pw_3_sa_7IntList_24__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_3_sa_IntList, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_IntList = { + __pyx_pw_3_sa_7IntList_24__len__, /*mp_length*/ + __pyx_pw_3_sa_7IntList_20__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_3_sa_IntList, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_3_sa_IntList = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.IntList"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_IntList), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_IntList, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_IntList, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_IntList, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_3_sa_7IntList_3__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_3_sa_7IntList_17__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_IntList, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_IntList, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_VEBIterator(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa_VEBIterator(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_3_sa_VEBIterator[] = { + {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_3_sa_11VEBIterator_1__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_VEBIterator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.VEBIterator"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_VEBIterator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_VEBIterator, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + __pyx_pw_3_sa_11VEBIterator_1__next__, /*tp_iternext*/ + __pyx_methods_3_sa_VEBIterator, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_VEBIterator, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_BiLex __pyx_vtable_3_sa_BiLex; + +static PyObject *__pyx_tp_new_3_sa_BiLex(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_BiLex *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_BiLex *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_BiLex; + p->col1 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + p->col2 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + p->f_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->e_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->id2eword = Py_None; Py_INCREF(Py_None); + p->id2fword = Py_None; Py_INCREF(Py_None); + p->eword2id = Py_None; Py_INCREF(Py_None); + p->fword2id = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_5BiLex_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_BiLex(PyObject *o) { + struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->col1); + Py_CLEAR(p->col2); + Py_CLEAR(p->f_index); + Py_CLEAR(p->e_index); + Py_CLEAR(p->id2eword); + Py_CLEAR(p->id2fword); + Py_CLEAR(p->eword2id); + Py_CLEAR(p->fword2id); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_BiLex(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o; + if (p->col1) { + e = (*v)(((PyObject*)p->col1), a); if (e) return e; + } + if (p->col2) { + e = (*v)(((PyObject*)p->col2), a); if (e) return e; + } + if (p->f_index) { + e = (*v)(((PyObject*)p->f_index), a); if (e) return e; + } + if (p->e_index) { + e = (*v)(((PyObject*)p->e_index), a); if (e) return e; + } + if (p->id2eword) { + e = (*v)(p->id2eword, a); if (e) return e; + } + if (p->id2fword) { + e = (*v)(p->id2fword, a); if (e) return e; + } + if (p->eword2id) { + e = (*v)(p->eword2id, a); if (e) return e; + } + if (p->fword2id) { + e = (*v)(p->fword2id, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_BiLex(PyObject *o) { + struct __pyx_obj_3_sa_BiLex *p = (struct __pyx_obj_3_sa_BiLex *)o; + PyObject* tmp; + tmp = ((PyObject*)p->col1); + p->col1 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->col2); + p->col2 = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->f_index); + p->f_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->e_index); + p->e_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2eword); + p->id2eword = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2fword); + p->id2fword = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eword2id); + p->eword2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fword2id); + p->fword2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_BiLex[] = { + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_5BiLex_3write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_5BiLex_5read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_e_id"), (PyCFunction)__pyx_pw_3_sa_5BiLex_7get_e_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_f_id"), (PyCFunction)__pyx_pw_3_sa_5BiLex_9get_f_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_5BiLex_11read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_5BiLex_13write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_score"), (PyCFunction)__pyx_pw_3_sa_5BiLex_15get_score, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_5BiLex_17write_text, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_5BiLex_16write_text)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_BiLex = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.BiLex"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_BiLex), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_BiLex, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_BiLex, /*tp_traverse*/ + __pyx_tp_clear_3_sa_BiLex, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_BiLex, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_BiLex, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_VEB __pyx_vtable_3_sa_VEB; + +static PyObject *__pyx_tp_new_3_sa_VEB(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_VEB *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_VEB *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_VEB; + if (unlikely(__pyx_pw_3_sa_3VEB_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_VEB(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_3VEB_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_3_sa_VEB[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_3_sa_3VEB_7insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_3_sa_3VEB_9findsucc, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_VEB = { + __pyx_pw_3_sa_3VEB_11__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + __pyx_pw_3_sa_3VEB_13__contains__, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_VEB = { + __pyx_pw_3_sa_3VEB_11__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_3_sa_VEB = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.VEB"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_VEB), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_VEB, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_VEB, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_VEB, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_3_sa_3VEB_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_VEB, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_VEB, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + 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p->__pyx_v_words = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_11_encode_words(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *p = (struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_words); + if ((__pyx_freecount_3_sa___pyx_scope_struct_11_encode_words < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words))) { + __pyx_freelist_3_sa___pyx_scope_struct_11_encode_words[__pyx_freecount_3_sa___pyx_scope_struct_11_encode_words++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_11_encode_words(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *p = (struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *)o; + if (p->__pyx_v_words) { + e = (*v)(p->__pyx_v_words, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct_11_encode_words(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *p = (struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_words); + p->__pyx_v_words = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_11_encode_words[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_11_encode_words = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_11_encode_words"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_11_encode_words, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_11_encode_words, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_11_encode_words, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_11_encode_words, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa___pyx_scope_struct_11_encode_words, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_LCP *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_LCP *)o); + p->sa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + p->lcp = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_3LCP_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_LCP(PyObject *o) { + struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->sa); + Py_CLEAR(p->lcp); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_LCP(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o; + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + if (p->lcp) { + e = (*v)(((PyObject*)p->lcp), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_LCP(PyObject *o) { + struct __pyx_obj_3_sa_LCP *p = (struct __pyx_obj_3_sa_LCP *)o; + PyObject* tmp; + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->lcp); + p->lcp = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_LCP[] = { + {__Pyx_NAMESTR("compute_stats"), (PyCFunction)__pyx_pw_3_sa_3LCP_3compute_stats, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_3LCP_2compute_stats)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_LCP = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.LCP"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_LCP), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_LCP, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_LCP, /*tp_traverse*/ + __pyx_tp_clear_3_sa_LCP, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_LCP, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_LCP, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_DataArray __pyx_vtable_3_sa_DataArray; + +static PyObject *__pyx_tp_new_3_sa_DataArray(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_DataArray *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_DataArray *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_DataArray; + p->word2id = Py_None; Py_INCREF(Py_None); + p->id2word = Py_None; Py_INCREF(Py_None); + p->data = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_id = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_9DataArray_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_DataArray(PyObject *o) { + struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->word2id); + Py_CLEAR(p->id2word); + Py_CLEAR(p->data); + Py_CLEAR(p->sent_id); + Py_CLEAR(p->sent_index); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_DataArray(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o; + if (p->word2id) { + e = (*v)(p->word2id, a); if (e) return e; + } + if (p->id2word) { + e = (*v)(p->id2word, a); if (e) return e; + } + if (p->data) { + e = (*v)(((PyObject*)p->data), a); if (e) return e; + } + if (p->sent_id) { + e = (*v)(((PyObject*)p->sent_id), a); if (e) return e; + } + if (p->sent_index) { + e = (*v)(((PyObject*)p->sent_index), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_DataArray(PyObject *o) { + struct __pyx_obj_3_sa_DataArray *p = (struct __pyx_obj_3_sa_DataArray *)o; + PyObject* tmp; + tmp = ((PyObject*)p->word2id); + p->word2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2word); + p->id2word = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->data); + p->data = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_id); + p->sent_id = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_index); + p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} +static PyObject *__pyx_sq_item_3_sa_DataArray(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyObject *__pyx_getprop_3_sa_9DataArray_word2id(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9DataArray_7word2id_1__get__(o); +} + +static int __pyx_setprop_3_sa_9DataArray_word2id(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9DataArray_7word2id_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9DataArray_7word2id_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_9DataArray_id2word(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9DataArray_7id2word_1__get__(o); +} + +static int __pyx_setprop_3_sa_9DataArray_id2word(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9DataArray_7id2word_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9DataArray_7id2word_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_9DataArray_data(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9DataArray_4data_1__get__(o); +} + +static int __pyx_setprop_3_sa_9DataArray_data(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9DataArray_4data_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9DataArray_4data_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_9DataArray_sent_id(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9DataArray_7sent_id_1__get__(o); +} + +static int __pyx_setprop_3_sa_9DataArray_sent_id(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9DataArray_7sent_id_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9DataArray_7sent_id_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_9DataArray_sent_index(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_9DataArray_10sent_index_1__get__(o); +} + +static int __pyx_setprop_3_sa_9DataArray_sent_index(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_9DataArray_10sent_index_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9DataArray_10sent_index_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_DataArray[] = { + {__Pyx_NAMESTR("get_sentence_id"), (PyCFunction)__pyx_pw_3_sa_9DataArray_5get_sentence_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_sentence"), (PyCFunction)__pyx_pw_3_sa_9DataArray_7get_sentence, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_id"), (PyCFunction)__pyx_pw_3_sa_9DataArray_9get_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_sentence_bounds"), (PyCFunction)__pyx_pw_3_sa_9DataArray_13get_sentence_bounds, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_9DataArray_15write_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_9DataArray_17read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_bitext"), (PyCFunction)__pyx_pw_3_sa_9DataArray_19read_bitext, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text_data"), (PyCFunction)__pyx_pw_3_sa_9DataArray_21read_text_data, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_23read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_9DataArray_25write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced_handle"), (PyCFunction)__pyx_pw_3_sa_9DataArray_27write_enhanced_handle, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_9DataArray_29write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_DataArray[] = { + {(char *)"word2id", __pyx_getprop_3_sa_9DataArray_word2id, __pyx_setprop_3_sa_9DataArray_word2id, 0, 0}, + {(char *)"id2word", __pyx_getprop_3_sa_9DataArray_id2word, __pyx_setprop_3_sa_9DataArray_id2word, 0, 0}, + {(char *)"data", __pyx_getprop_3_sa_9DataArray_data, __pyx_setprop_3_sa_9DataArray_data, 0, 0}, + {(char *)"sent_id", __pyx_getprop_3_sa_9DataArray_sent_id, __pyx_setprop_3_sa_9DataArray_sent_id, 0, 0}, + {(char *)"sent_index", __pyx_getprop_3_sa_9DataArray_sent_index, __pyx_setprop_3_sa_9DataArray_sent_index, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_DataArray = { + __pyx_pw_3_sa_9DataArray_3__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_3_sa_DataArray, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_DataArray = { + __pyx_pw_3_sa_9DataArray_3__len__, /*mp_length*/ + __pyx_pw_3_sa_9DataArray_11__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_3_sa_DataArray = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.DataArray"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_DataArray), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_DataArray, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_DataArray, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_DataArray, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_DataArray, /*tp_traverse*/ + __pyx_tp_clear_3_sa_DataArray, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_DataArray, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_3_sa_DataArray, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_DataArray, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, 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*)o; + if (p->precomputed_index) { + e = (*v)(p->precomputed_index, a); if (e) return e; + } + if (p->precomputed_collocations) { + e = (*v)(p->precomputed_collocations, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Precomputation(PyObject *o) { + struct __pyx_obj_3_sa_Precomputation *p = (struct __pyx_obj_3_sa_Precomputation *)o; + PyObject* tmp; + tmp = ((PyObject*)p->precomputed_index); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_collocations); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_Precomputation[] = { + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_14Precomputation_3read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_14Precomputation_5write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("precompute"), 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Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_3_sa___pyx_scope_struct_18_alignments < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments))) { + __pyx_freelist_3_sa___pyx_scope_struct_18_alignments[__pyx_freecount_3_sa___pyx_scope_struct_18_alignments++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_18_alignments(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *p = (struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *)o; + if (p->__pyx_v_point) { + e = (*v)(p->__pyx_v_point, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int 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memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_sym = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_14_genexpr(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_sym); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_3_sa___pyx_scope_struct_14_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr))) { + __pyx_freelist_3_sa___pyx_scope_struct_14_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_14_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_14_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_sym) { + e = (*v)(p->__pyx_v_sym, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct_14_genexpr(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sym); + p->__pyx_v_sym = Py_None; 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Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_14_genexpr, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_14_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_14_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa___pyx_scope_struct_14_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_SuffixArray __pyx_vtable_3_sa_SuffixArray; + +static PyObject *__pyx_tp_new_3_sa_SuffixArray(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_SuffixArray *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_SuffixArray *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_SuffixArray; + p->darray = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->ha = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_11SuffixArray_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_SuffixArray(PyObject *o) { + struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->darray); + Py_CLEAR(p->sa); + Py_CLEAR(p->ha); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_SuffixArray(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o; + if (p->darray) { + e = (*v)(((PyObject*)p->darray), a); if (e) return e; + } + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + if (p->ha) { + e = (*v)(((PyObject*)p->ha), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_SuffixArray(PyObject *o) { + struct __pyx_obj_3_sa_SuffixArray *p = (struct __pyx_obj_3_sa_SuffixArray *)o; + PyObject* tmp; + tmp = ((PyObject*)p->darray); + p->darray = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->ha); + p->ha = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} +static PyObject *__pyx_sq_item_3_sa_SuffixArray(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyMethodDef __pyx_methods_3_sa_SuffixArray[] = { + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_5read_text, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_11SuffixArray_4read_text)}, + {__Pyx_NAMESTR("q3sort"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_7q3sort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_11SuffixArray_6q3sort)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_9write_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_11read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_13write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_15write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("lookup"), (PyCFunction)__pyx_pw_3_sa_11SuffixArray_17lookup, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_SuffixArray = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_3_sa_SuffixArray, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_SuffixArray = { + 0, /*mp_length*/ + __pyx_pw_3_sa_11SuffixArray_3__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_3_sa_SuffixArray = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.SuffixArray"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_SuffixArray), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_SuffixArray, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_SuffixArray, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_SuffixArray, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_SuffixArray, /*tp_traverse*/ + __pyx_tp_clear_3_sa_SuffixArray, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_SuffixArray, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_SuffixArray, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *__pyx_freelist_3_sa___pyx_scope_struct_16___str__[8]; +static int __pyx_freecount_3_sa___pyx_scope_struct_16___str__ = 0; + +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_16___str__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *p; + PyObject *o; + if (likely((__pyx_freecount_3_sa___pyx_scope_struct_16___str__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_16___str__)))) { + o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_16___str__[--__pyx_freecount_3_sa___pyx_scope_struct_16___str__]; + memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_16___str__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_16___str__(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_3_sa___pyx_scope_struct_16___str__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_16___str__))) { + __pyx_freelist_3_sa___pyx_scope_struct_16___str__[__pyx_freecount_3_sa___pyx_scope_struct_16___str__++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_16___str__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct_16___str__(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_3_sa_Rule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_16___str__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_16___str__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_16___str__"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_16___str__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_16___str__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_16___str__, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_16___str__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_16___str__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa___pyx_scope_struct_16___str__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_Alphabet __pyx_vtable_3_sa_Alphabet; + +static PyObject *__pyx_tp_new_3_sa_Alphabet(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa_Alphabet *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_Alphabet *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_Alphabet; + p->terminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + p->nonterminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_8Alphabet_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_Alphabet(PyObject *o) { + struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o; + PyObject_GC_UnTrack(o); + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_8Alphabet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(p->terminals); + Py_CLEAR(p->nonterminals); + Py_CLEAR(p->id2sym); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_Alphabet(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o; + if (p->terminals) { + e = (*v)(((PyObject*)p->terminals), a); if (e) return e; + } + if (p->nonterminals) { + e = (*v)(((PyObject*)p->nonterminals), a); if (e) return e; + } + if (p->id2sym) { + e = (*v)(p->id2sym, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Alphabet(PyObject *o) { + struct __pyx_obj_3_sa_Alphabet *p = (struct __pyx_obj_3_sa_Alphabet *)o; + PyObject* tmp; + tmp = ((PyObject*)p->terminals); + p->terminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->nonterminals); + p->nonterminals = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2sym); + p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_3_sa_8Alphabet_terminals(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_8Alphabet_9terminals_1__get__(o); +} + +static PyObject *__pyx_getprop_3_sa_8Alphabet_nonterminals(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_8Alphabet_12nonterminals_1__get__(o); +} + +static PyMethodDef __pyx_methods_3_sa_Alphabet[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_Alphabet[] = { + {(char *)"terminals", __pyx_getprop_3_sa_8Alphabet_terminals, 0, 0, 0}, + {(char *)"nonterminals", __pyx_getprop_3_sa_8Alphabet_nonterminals, 0, 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p->__pyx_v_prefix = 0; + p->__pyx_v_reachable_buffer = 0; + p->__pyx_v_sa_range = 0; + p->__pyx_v_sample = 0; + p->__pyx_v_scores = 0; + p->__pyx_v_seen_phrases = 0; + p->__pyx_v_self = 0; + p->__pyx_v_spanlen = 0; + p->__pyx_v_stop_time = 0; + p->__pyx_v_suffix_link = 0; + p->__pyx_v_suffix_link_xcat_index = 0; + p->__pyx_v_word_id = 0; + p->__pyx_v_xcat_index = 0; + p->__pyx_v_xnode = 0; + p->__pyx_v_xroot = 0; + p->__pyx_t_3 = 0; + p->__pyx_t_4 = 0; + p->__pyx_t_5 = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_19_input(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_19_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_19_input *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_alignment); + Py_CLEAR(p->__pyx_v_als); + Py_CLEAR(p->__pyx_v_alslist); + Py_CLEAR(p->__pyx_v_chunklen); + Py_CLEAR(p->__pyx_v_count); + Py_CLEAR(p->__pyx_v_e); + Py_CLEAR(p->__pyx_v_elist); + Py_CLEAR(p->__pyx_v_extract); + Py_CLEAR(p->__pyx_v_extract_start); + Py_CLEAR(p->__pyx_v_extract_stop); + Py_CLEAR(p->__pyx_v_extracts); + Py_CLEAR(p->__pyx_v_f); + Py_CLEAR(p->__pyx_v_f_syms); + Py_CLEAR(p->__pyx_v_fcount); + Py_CLEAR(p->__pyx_v_fphrases); + Py_CLEAR(p->__pyx_v_frontier); + Py_CLEAR(p->__pyx_v_frontier_nodes); + Py_CLEAR(p->__pyx_v_fwords); + Py_CLEAR(p->__pyx_v_genexpr); + Py_CLEAR(p->__pyx_v_hiero_phrase); + Py_CLEAR(p->__pyx_v_input_match); + Py_CLEAR(p->__pyx_v_intersect_start_time); + Py_CLEAR(p->__pyx_v_intersect_stop_time); + Py_CLEAR(p->__pyx_v_is_shadow_path); + Py_CLEAR(p->__pyx_v_key); + Py_CLEAR(p->__pyx_v_lex_i); + Py_CLEAR(p->__pyx_v_lex_j); + Py_CLEAR(p->__pyx_v_loc); + Py_CLEAR(p->__pyx_v_locs); + Py_CLEAR(p->__pyx_v_max_locs); + Py_CLEAR(p->__pyx_v_meta); + Py_CLEAR(p->__pyx_v_new_frontier); + Py_CLEAR(p->__pyx_v_new_node); + Py_CLEAR(p->__pyx_v_next_states); + Py_CLEAR(p->__pyx_v_node); + Py_CLEAR(p->__pyx_v_nodes_isteps_away_buffer); + Py_CLEAR(p->__pyx_v_pathlen); + Py_CLEAR(p->__pyx_v_phrase); + Py_CLEAR(p->__pyx_v_phrase_location); + Py_CLEAR(p->__pyx_v_prefix); + Py_CLEAR(p->__pyx_v_reachable_buffer); + Py_CLEAR(p->__pyx_v_sa_range); + Py_CLEAR(p->__pyx_v_sample); + Py_CLEAR(p->__pyx_v_scores); + Py_CLEAR(p->__pyx_v_seen_phrases); + Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_v_spanlen); + Py_CLEAR(p->__pyx_v_stop_time); + Py_CLEAR(p->__pyx_v_suffix_link); + Py_CLEAR(p->__pyx_v_suffix_link_xcat_index); + Py_CLEAR(p->__pyx_v_word_id); + Py_CLEAR(p->__pyx_v_xcat_index); + Py_CLEAR(p->__pyx_v_xnode); + Py_CLEAR(p->__pyx_v_xroot); + Py_CLEAR(p->__pyx_t_3); + Py_CLEAR(p->__pyx_t_4); + Py_CLEAR(p->__pyx_t_5); + if ((__pyx_freecount_3_sa___pyx_scope_struct_19_input < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_19_input))) { + __pyx_freelist_3_sa___pyx_scope_struct_19_input[__pyx_freecount_3_sa___pyx_scope_struct_19_input++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_19_input *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_19_input(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_19_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_19_input *)o; + if (p->__pyx_v_alignment) { + e = (*v)(p->__pyx_v_alignment, a); if (e) return e; + } + if (p->__pyx_v_als) { + e = (*v)(p->__pyx_v_als, a); if (e) return e; + } + if (p->__pyx_v_alslist) { + e = (*v)(p->__pyx_v_alslist, a); if (e) return e; + } + if (p->__pyx_v_chunklen) { + e = (*v)(((PyObject*)p->__pyx_v_chunklen), a); if (e) return e; + } + if (p->__pyx_v_count) { + e = (*v)(p->__pyx_v_count, a); if (e) return e; + } + if (p->__pyx_v_e) { + e = (*v)(p->__pyx_v_e, a); if (e) return e; + } + if (p->__pyx_v_elist) { + e = (*v)(p->__pyx_v_elist, a); if (e) return e; + } + if (p->__pyx_v_extract) { + e = (*v)(p->__pyx_v_extract, a); if (e) return e; + } + if (p->__pyx_v_extract_start) { + e = (*v)(p->__pyx_v_extract_start, a); if (e) return e; + } + if (p->__pyx_v_extract_stop) { + e = (*v)(p->__pyx_v_extract_stop, a); if (e) return e; + } + if (p->__pyx_v_extracts) { + e = (*v)(p->__pyx_v_extracts, a); if (e) return e; + } + if (p->__pyx_v_f) { + e = (*v)(p->__pyx_v_f, a); if (e) return e; + } + if (p->__pyx_v_f_syms) { + e = (*v)(p->__pyx_v_f_syms, a); if (e) return e; + } + if (p->__pyx_v_fcount) { + e = (*v)(p->__pyx_v_fcount, a); if (e) return e; + } + if (p->__pyx_v_fphrases) { + e = (*v)(p->__pyx_v_fphrases, a); if (e) return e; + } + if (p->__pyx_v_frontier) { + e = (*v)(p->__pyx_v_frontier, a); if (e) return e; + } + if (p->__pyx_v_frontier_nodes) { + e = (*v)(p->__pyx_v_frontier_nodes, a); if (e) return e; + } + if (p->__pyx_v_fwords) { + e = (*v)(p->__pyx_v_fwords, a); if (e) return e; + } + if (p->__pyx_v_genexpr) { + e = (*v)(p->__pyx_v_genexpr, a); if (e) return e; + } + if (p->__pyx_v_hiero_phrase) { + e = (*v)(((PyObject*)p->__pyx_v_hiero_phrase), a); if (e) return e; + } + if (p->__pyx_v_input_match) { + e = (*v)(p->__pyx_v_input_match, a); if (e) return e; + } + if (p->__pyx_v_intersect_start_time) { + e = (*v)(p->__pyx_v_intersect_start_time, a); if (e) return e; + } + if (p->__pyx_v_intersect_stop_time) { + e = (*v)(p->__pyx_v_intersect_stop_time, a); if (e) return e; + } + if (p->__pyx_v_is_shadow_path) { + e = (*v)(p->__pyx_v_is_shadow_path, a); if (e) return e; + } + if (p->__pyx_v_key) { + e = (*v)(p->__pyx_v_key, a); if (e) return e; + } + if (p->__pyx_v_lex_i) { + e = (*v)(p->__pyx_v_lex_i, a); if (e) return e; + } + if (p->__pyx_v_lex_j) { + e = (*v)(p->__pyx_v_lex_j, a); if (e) return e; + } + if (p->__pyx_v_loc) { + e = (*v)(p->__pyx_v_loc, a); if (e) return e; + } + if (p->__pyx_v_locs) { + e = (*v)(p->__pyx_v_locs, a); if (e) return e; + } + if (p->__pyx_v_max_locs) { + e = (*v)(p->__pyx_v_max_locs, a); if (e) return e; + } + if (p->__pyx_v_meta) { + e = (*v)(p->__pyx_v_meta, a); if (e) return e; + } + if (p->__pyx_v_new_frontier) { + e = (*v)(p->__pyx_v_new_frontier, a); if (e) return e; + } + if (p->__pyx_v_new_node) { + e = (*v)(p->__pyx_v_new_node, a); if (e) return e; + } + if (p->__pyx_v_next_states) { + e = (*v)(p->__pyx_v_next_states, a); if (e) return e; + } + if (p->__pyx_v_node) { + e = (*v)(p->__pyx_v_node, a); if (e) return e; + } + if (p->__pyx_v_nodes_isteps_away_buffer) { + e = (*v)(p->__pyx_v_nodes_isteps_away_buffer, a); if (e) return e; + } + if (p->__pyx_v_pathlen) { + e = (*v)(p->__pyx_v_pathlen, a); if (e) return e; + } + if (p->__pyx_v_phrase) { + e = (*v)(p->__pyx_v_phrase, a); if (e) return e; + } + if (p->__pyx_v_phrase_location) { + e = (*v)(((PyObject*)p->__pyx_v_phrase_location), a); if (e) return e; + } + if (p->__pyx_v_prefix) { + e = (*v)(p->__pyx_v_prefix, a); if (e) return e; + } + if (p->__pyx_v_reachable_buffer) { + e = (*v)(p->__pyx_v_reachable_buffer, a); if (e) return e; + } + if (p->__pyx_v_sa_range) { + e = (*v)(p->__pyx_v_sa_range, a); if (e) return e; + } + if (p->__pyx_v_sample) { + e = (*v)(((PyObject*)p->__pyx_v_sample), a); if (e) return e; + } + if (p->__pyx_v_scores) { + e = (*v)(((PyObject*)p->__pyx_v_scores), a); if (e) return e; + } + if (p->__pyx_v_seen_phrases) { + e = (*v)(p->__pyx_v_seen_phrases, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_spanlen) { + e = (*v)(p->__pyx_v_spanlen, a); if (e) return e; + } + if (p->__pyx_v_stop_time) { + e = (*v)(p->__pyx_v_stop_time, a); if (e) return e; + } + if (p->__pyx_v_suffix_link) { + e = (*v)(p->__pyx_v_suffix_link, a); if (e) return e; + } + if (p->__pyx_v_suffix_link_xcat_index) { + e = (*v)(p->__pyx_v_suffix_link_xcat_index, a); if (e) return e; + } + if (p->__pyx_v_word_id) { + e = (*v)(p->__pyx_v_word_id, a); if (e) return e; + } + if (p->__pyx_v_xcat_index) { + e = (*v)(p->__pyx_v_xcat_index, a); if (e) return e; + } + if (p->__pyx_v_xnode) { + e = (*v)(p->__pyx_v_xnode, a); if (e) return e; + } + if (p->__pyx_v_xroot) { 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((PyObject*)p->__pyx_v_count); + p->__pyx_v_count = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_e); + p->__pyx_v_e = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_elist); + p->__pyx_v_elist = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract); + p->__pyx_v_extract = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract_start); + p->__pyx_v_extract_start = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract_stop); + p->__pyx_v_extract_stop = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extracts); + p->__pyx_v_extracts = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f); + p->__pyx_v_f = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_syms); + p->__pyx_v_f_syms = ((PyObject*)Py_None); Py_INCREF(Py_None); + 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(p->sent_index) { + e = (*v)(((PyObject*)p->sent_index), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Alignment(PyObject *o) { + struct __pyx_obj_3_sa_Alignment *p = (struct __pyx_obj_3_sa_Alignment *)o; + PyObject* tmp; + tmp = ((PyObject*)p->links); + p->links = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_index); + p->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_Alignment[] = { + {__Pyx_NAMESTR("unlink"), (PyCFunction)__pyx_pw_3_sa_9Alignment_1unlink, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_9Alignment_unlink)}, + {__Pyx_NAMESTR("get_sent_links"), (PyCFunction)__pyx_pw_3_sa_9Alignment_3get_sent_links, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_3_sa_9Alignment_7read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), 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/*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_BitSet(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + if (unlikely(__pyx_pw_3_sa_6BitSet_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_BitSet(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_6BitSet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_3_sa_BitSet[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_3_sa_6BitSet_7insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_3_sa_6BitSet_9findsucc, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("min"), (PyCFunction)__pyx_pw_3_sa_6BitSet_13min, 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/*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_Sampler *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_Sampler *)o); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_7Sampler_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_Sampler(PyObject *o) { + struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->sa); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_Sampler(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o; + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_Sampler(PyObject *o) { + struct __pyx_obj_3_sa_Sampler *p = (struct __pyx_obj_3_sa_Sampler *)o; + PyObject* tmp; + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa_Sampler[] = { + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_3_sa_7Sampler_3sample, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_7Sampler_2sample)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_Sampler = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.Sampler"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_Sampler), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_Sampler, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + __Pyx_DOCSTR("A Sampler implements a logic for choosing\n samples from a population range"), /*tp_doc*/ + __pyx_tp_traverse_3_sa_Sampler, /*tp_traverse*/ + __pyx_tp_clear_3_sa_Sampler, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_Sampler, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_Sampler, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_StringMap __pyx_vtable_3_sa_StringMap; + +static PyObject *__pyx_tp_new_3_sa_StringMap(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa_StringMap *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_StringMap *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_StringMap; + if (unlikely(__pyx_pw_3_sa_9StringMap_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_StringMap(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_9StringMap_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_3_sa_StringMap[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_StringMap = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.StringMap"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_StringMap), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_StringMap, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_StringMap, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_StringMap, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *__pyx_freelist_3_sa___pyx_scope_struct_26_get_f_phrases[8]; +static int __pyx_freecount_3_sa___pyx_scope_struct_26_get_f_phrases = 0; + +static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_26_get_f_phrases(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *p; + PyObject *o; + if (likely((__pyx_freecount_3_sa___pyx_scope_struct_26_get_f_phrases > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases)))) { + o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_26_get_f_phrases[--__pyx_freecount_3_sa___pyx_scope_struct_26_get_f_phrases]; + memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *)o); + p->__pyx_v_extract = 0; + p->__pyx_v_f_len = 0; + p->__pyx_v_f_words = 0; + p->__pyx_v_phrases = 0; + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_26_get_f_phrases(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *p = (struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_extract); + Py_CLEAR(p->__pyx_v_f_len); + Py_CLEAR(p->__pyx_v_f_words); + Py_CLEAR(p->__pyx_v_phrases); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_3_sa___pyx_scope_struct_26_get_f_phrases < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases))) { + __pyx_freelist_3_sa___pyx_scope_struct_26_get_f_phrases[__pyx_freecount_3_sa___pyx_scope_struct_26_get_f_phrases++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_26_get_f_phrases(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *p = (struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *)o; + if (p->__pyx_v_extract) { + e = (*v)(p->__pyx_v_extract, a); if (e) return e; + } + if (p->__pyx_v_f_len) { + e = (*v)(p->__pyx_v_f_len, a); if (e) return e; + } + if (p->__pyx_v_f_words) { + e = (*v)(p->__pyx_v_f_words, a); if (e) return e; + } + if (p->__pyx_v_phrases) { + e = (*v)(p->__pyx_v_phrases, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa___pyx_scope_struct_26_get_f_phrases(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *p = (struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_extract); + p->__pyx_v_extract = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_len); + p->__pyx_v_f_len = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_words); + p->__pyx_v_f_words = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_phrases); + p->__pyx_v_phrases = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_26_get_f_phrases[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_26_get_f_phrases = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.__pyx_scope_struct_26_get_f_phrases"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_TrieNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_3_sa_TrieNode *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_TrieNode *)o); + p->children = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_8TrieNode_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_TrieNode(PyObject *o) { + struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->children); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_3_sa_TrieNode(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o; + if (p->children) { + e = (*v)(p->children, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_TrieNode(PyObject *o) { + struct __pyx_obj_3_sa_TrieNode *p = (struct __pyx_obj_3_sa_TrieNode *)o; + PyObject* tmp; + tmp = ((PyObject*)p->children); + p->children = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_3_sa_8TrieNode_children(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_8TrieNode_8children_1__get__(o); +} + +static int __pyx_setprop_3_sa_8TrieNode_children(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_8TrieNode_8children_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_8TrieNode_8children_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_TrieNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_TrieNode[] = { + {(char *)"children", __pyx_getprop_3_sa_8TrieNode_children, __pyx_setprop_3_sa_8TrieNode_children, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_TrieNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.TrieNode"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_TrieNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_TrieNode, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_TrieNode, /*tp_traverse*/ + __pyx_tp_clear_3_sa_TrieNode, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_TrieNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_3_sa_TrieNode, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_TrieNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_3_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_ExtendedTrieNode *p; + PyObject *o = __pyx_tp_new_3_sa_TrieNode(t, a, k); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_ExtendedTrieNode *)o); + p->phrase = Py_None; Py_INCREF(Py_None); + p->phrase_location = Py_None; Py_INCREF(Py_None); + p->suffix_link = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_3_sa_16ExtendedTrieNode_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_ExtendedTrieNode(PyObject *o) { + struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->phrase); + Py_CLEAR(p->phrase_location); + Py_CLEAR(p->suffix_link); + PyObject_GC_Track(o); + __pyx_tp_dealloc_3_sa_TrieNode(o); +} + +static int __pyx_tp_traverse_3_sa_ExtendedTrieNode(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o; + e = __pyx_tp_traverse_3_sa_TrieNode(o, v, a); if (e) return e; + if (p->phrase) { + e = (*v)(p->phrase, a); if (e) return e; + } + if (p->phrase_location) { + e = (*v)(p->phrase_location, a); if (e) return e; + } + if (p->suffix_link) { + e = (*v)(p->suffix_link, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_3_sa_ExtendedTrieNode(PyObject *o) { + struct __pyx_obj_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_3_sa_ExtendedTrieNode *)o; + PyObject* tmp; + __pyx_tp_clear_3_sa_TrieNode(o); + tmp = ((PyObject*)p->phrase); + p->phrase = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->phrase_location); + p->phrase_location = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->suffix_link); + p->suffix_link = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_phrase(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_1__get__(o); +} + +static int __pyx_setprop_3_sa_16ExtendedTrieNode_phrase(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_phrase_location(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_1__get__(o); +} + +static int __pyx_setprop_3_sa_16ExtendedTrieNode_phrase_location(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_5__del__(o); + } +} + +static PyObject *__pyx_getprop_3_sa_16ExtendedTrieNode_suffix_link(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_1__get__(o); +} + +static int __pyx_setprop_3_sa_16ExtendedTrieNode_suffix_link(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_ExtendedTrieNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_ExtendedTrieNode[] = { + {(char *)"phrase", __pyx_getprop_3_sa_16ExtendedTrieNode_phrase, __pyx_setprop_3_sa_16ExtendedTrieNode_phrase, 0, 0}, + {(char *)"phrase_location", __pyx_getprop_3_sa_16ExtendedTrieNode_phrase_location, __pyx_setprop_3_sa_16ExtendedTrieNode_phrase_location, 0, 0}, + {(char *)"suffix_link", __pyx_getprop_3_sa_16ExtendedTrieNode_suffix_link, __pyx_setprop_3_sa_16ExtendedTrieNode_suffix_link, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_ExtendedTrieNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.ExtendedTrieNode"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_ExtendedTrieNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_ExtendedTrieNode, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa_ExtendedTrieNode, /*tp_traverse*/ + __pyx_tp_clear_3_sa_ExtendedTrieNode, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa_ExtendedTrieNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_3_sa_ExtendedTrieNode, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa_ExtendedTrieNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_TrieMap __pyx_vtable_3_sa_TrieMap; + +static PyObject *__pyx_tp_new_3_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_TrieMap *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_TrieMap *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_TrieMap; + if (unlikely(__pyx_pw_3_sa_7TrieMap_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + 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__pyx_obj_3_sa___pyx_scope_struct_8_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_8_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_arc) { + e = (*v)(p->__pyx_v_arc, a); if (e) return e; + } + if (p->__pyx_v_dist) { + e = (*v)(p->__pyx_v_dist, a); if (e) return e; + } + if (p->__pyx_v_node) { + e = (*v)(p->__pyx_v_node, a); if (e) return e; + } + if (p->__pyx_v_sym) { + e = (*v)(p->__pyx_v_sym, a); if (e) return e; + } + if (p->__pyx_v_weight) { + e = (*v)(p->__pyx_v_weight, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + if (p->__pyx_t_3) { + e = (*v)(p->__pyx_t_3, a); if (e) return e; + } + if (p->__pyx_t_4) { + e = 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p->__pyx_v_words = 0; + return o; +} + +static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_4_make_lattice(PyObject *o) { + struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *p = (struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_word_ids); + Py_CLEAR(p->__pyx_v_words); + if ((__pyx_freecount_3_sa___pyx_scope_struct_4_make_lattice < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice))) { + __pyx_freelist_3_sa___pyx_scope_struct_4_make_lattice[__pyx_freecount_3_sa___pyx_scope_struct_4_make_lattice++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_3_sa___pyx_scope_struct_4_make_lattice(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *p = (struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *)o; + if (p->__pyx_v_word_ids) { 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__pyx_tp_dealloc_3_sa___pyx_scope_struct_4_make_lattice, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_3_sa___pyx_scope_struct_4_make_lattice, /*tp_traverse*/ + __pyx_tp_clear_3_sa___pyx_scope_struct_4_make_lattice, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_3_sa___pyx_scope_struct_4_make_lattice, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_3_sa___pyx_scope_struct_4_make_lattice, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_3_sa_Phrase __pyx_vtable_3_sa_Phrase; + +static PyObject *__pyx_tp_new_3_sa_Phrase(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_3_sa_Phrase *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_3_sa_Phrase *)o); + p->__pyx_vtab = __pyx_vtabptr_3_sa_Phrase; + if (unlikely(__pyx_pw_3_sa_6Phrase_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_3_sa_Phrase(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_3_sa_6Phrase_3__dealloc__(o); + if 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__pyx_pw_3_sa_6Phrase_25__len__, /*mp_length*/ + __pyx_pw_3_sa_6Phrase_27__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_3_sa_Phrase = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.Phrase"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_Phrase), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_Phrase, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_3_sa_6Phrase_21__cmp__, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_Phrase, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Phrase, /*tp_as_mapping*/ + __pyx_pw_3_sa_6Phrase_23__hash__, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_3_sa_6Phrase_5__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, 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return __pyx_pw_3_sa_9TrieTable_4root_3__set__(o, v); + } + else { + return __pyx_pw_3_sa_9TrieTable_4root_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_3_sa_TrieTable[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_3_sa_TrieTable[] = { + {(char *)"extended", __pyx_getprop_3_sa_9TrieTable_extended, __pyx_setprop_3_sa_9TrieTable_extended, 0, 0}, + {(char *)"count", __pyx_getprop_3_sa_9TrieTable_count, __pyx_setprop_3_sa_9TrieTable_count, 0, 0}, + {(char *)"root", __pyx_getprop_3_sa_9TrieTable_root, __pyx_setprop_3_sa_9TrieTable_root, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_3_sa_TrieTable = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("_sa.TrieTable"), /*tp_name*/ + sizeof(struct __pyx_obj_3_sa_TrieTable), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_3_sa_TrieTable, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 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{&__pyx_n_s__old_last_nt, __pyx_k__old_last_nt, sizeof(__pyx_k__old_last_nt), 0, 0, 1, 1}, + {&__pyx_n_s__online, __pyx_k__online, sizeof(__pyx_k__online), 0, 0, 1, 1}, + {&__pyx_n_s__online_ctx_lookup, __pyx_k__online_ctx_lookup, sizeof(__pyx_k__online_ctx_lookup), 0, 0, 1, 1}, + {&__pyx_n_s__open, __pyx_k__open, sizeof(__pyx_k__open), 0, 0, 1, 1}, + {&__pyx_n_s__pad, __pyx_k__pad, sizeof(__pyx_k__pad), 0, 0, 1, 1}, + {&__pyx_n_s__paircount, __pyx_k__paircount, sizeof(__pyx_k__paircount), 0, 0, 1, 1}, + {&__pyx_n_s__partition, __pyx_k__partition, sizeof(__pyx_k__partition), 0, 0, 1, 1}, + {&__pyx_n_s__pathlen, __pyx_k__pathlen, sizeof(__pyx_k__pathlen), 0, 0, 1, 1}, + {&__pyx_n_s__pattern2phrase, __pyx_k__pattern2phrase, sizeof(__pyx_k__pattern2phrase), 0, 0, 1, 1}, + {&__pyx_n_s__pattern2phrase_plus, __pyx_k__pattern2phrase_plus, sizeof(__pyx_k__pattern2phrase_plus), 0, 0, 1, 1}, + {&__pyx_n_s__phrase, __pyx_k__phrase, sizeof(__pyx_k__phrase), 0, 0, 1, 1}, + {&__pyx_n_s__phrase_location, __pyx_k__phrase_location, sizeof(__pyx_k__phrase_location), 0, 0, 1, 1}, + {&__pyx_n_s__plus_links, __pyx_k__plus_links, sizeof(__pyx_k__plus_links), 0, 0, 1, 1}, + {&__pyx_n_s__pop, __pyx_k__pop, sizeof(__pyx_k__pop), 0, 0, 1, 1}, + {&__pyx_n_s__precompute, __pyx_k__precompute, sizeof(__pyx_k__precompute), 0, 0, 1, 1}, + {&__pyx_n_s__precompute_file, __pyx_k__precompute_file, sizeof(__pyx_k__precompute_file), 0, 0, 1, 1}, + {&__pyx_n_s__precompute_rank, __pyx_k__precompute_rank, sizeof(__pyx_k__precompute_rank), 0, 0, 1, 1}, + {&__pyx_n_s__precomputed, __pyx_k__precomputed, sizeof(__pyx_k__precomputed), 0, 0, 1, 1}, + {&__pyx_n_s__q3sort, __pyx_k__q3sort, sizeof(__pyx_k__q3sort), 0, 0, 1, 1}, + {&__pyx_n_s__range, __pyx_k__range, sizeof(__pyx_k__range), 0, 0, 1, 1}, + {&__pyx_n_s__reachable, __pyx_k__reachable, sizeof(__pyx_k__reachable), 0, 0, 1, 1}, + {&__pyx_n_s__reachable_buffer, __pyx_k__reachable_buffer, sizeof(__pyx_k__reachable_buffer), 0, 0, 1, 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sizeof(__pyx_k__syms), 0, 0, 1, 1}, + {&__pyx_n_s__test_sentence, __pyx_k__test_sentence, sizeof(__pyx_k__test_sentence), 0, 0, 1, 1}, + {&__pyx_n_s__throw, __pyx_k__throw, sizeof(__pyx_k__throw), 0, 0, 1, 1}, + {&__pyx_n_s__tight_phrases, __pyx_k__tight_phrases, sizeof(__pyx_k__tight_phrases), 0, 0, 1, 1}, + {&__pyx_n_s__toMap, __pyx_k__toMap, sizeof(__pyx_k__toMap), 0, 0, 1, 1}, + {&__pyx_n_s__train_min_gap_size, __pyx_k__train_min_gap_size, sizeof(__pyx_k__train_min_gap_size), 0, 0, 1, 1}, + {&__pyx_n_s__unlink, __pyx_k__unlink, sizeof(__pyx_k__unlink), 0, 0, 1, 1}, + {&__pyx_n_s__use_baeza_yates, __pyx_k__use_baeza_yates, sizeof(__pyx_k__use_baeza_yates), 0, 0, 1, 1}, + {&__pyx_n_s__use_collocations, __pyx_k__use_collocations, sizeof(__pyx_k__use_collocations), 0, 0, 1, 1}, + {&__pyx_n_s__use_index, __pyx_k__use_index, sizeof(__pyx_k__use_index), 0, 0, 1, 1}, + {&__pyx_n_s__use_sent_id, __pyx_k__use_sent_id, sizeof(__pyx_k__use_sent_id), 0, 0, 1, 1}, + {&__pyx_n_s__value, __pyx_k__value, sizeof(__pyx_k__value), 0, 0, 1, 1}, + {&__pyx_n_s__vec, __pyx_k__vec, sizeof(__pyx_k__vec), 0, 0, 1, 1}, + {&__pyx_n_s__w, __pyx_k__w, sizeof(__pyx_k__w), 0, 0, 1, 1}, + {&__pyx_n_s__warn, __pyx_k__warn, sizeof(__pyx_k__warn), 0, 0, 1, 1}, + {&__pyx_n_s__wc, __pyx_k__wc, sizeof(__pyx_k__wc), 0, 0, 1, 1}, + {&__pyx_n_s__word, __pyx_k__word, sizeof(__pyx_k__word), 0, 0, 1, 1}, + {&__pyx_n_s__word_alignments, __pyx_k__word_alignments, sizeof(__pyx_k__word_alignments), 0, 0, 1, 1}, + {&__pyx_n_s__word_ids, __pyx_k__word_ids, sizeof(__pyx_k__word_ids), 0, 0, 1, 1}, + {&__pyx_n_s__words, __pyx_k__words, sizeof(__pyx_k__words), 0, 0, 1, 1}, + {&__pyx_n_s__write, __pyx_k__write, sizeof(__pyx_k__write), 0, 0, 1, 1}, + {&__pyx_n_s__write_text, __pyx_k__write_text, sizeof(__pyx_k__write_text), 0, 0, 1, 1}, + {&__pyx_n_s__x, __pyx_k__x, sizeof(__pyx_k__x), 0, 0, 1, 1}, + {&__pyx_n_s__y, __pyx_k__y, sizeof(__pyx_k__y), 0, 0, 1, 1}, + {&__pyx_n_s__zip, __pyx_k__zip, sizeof(__pyx_k__zip), 0, 0, 1, 1}, + {0, 0, 0, 0, 0, 0, 0} +}; +static int __Pyx_InitCachedBuiltins(void) { + __pyx_builtin_open = __Pyx_GetBuiltinName(__pyx_n_s__open); if (!__pyx_builtin_open) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s__IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s__range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s__ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s__enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_map = __Pyx_GetBuiltinName(__pyx_n_s__map); if (!__pyx_builtin_map) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_Exception = __Pyx_GetBuiltinName(__pyx_n_s__Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_zip = __Pyx_GetBuiltinName(__pyx_n_s__zip); if (!__pyx_builtin_zip) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_StopIteration = __Pyx_GetBuiltinName(__pyx_n_s__StopIteration); if (!__pyx_builtin_StopIteration) {__pyx_filename = __pyx_f[6]; __pyx_lineno 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__Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_65)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":297 + * pattern_rank = {} + * + * logger.info("Precomputing frequent intersections") # <<<<<<<<<<<<<< + * cdef float start_time = monitor_cpu() + * + */ + __pyx_k_tuple_75 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_74)); if (unlikely(!__pyx_k_tuple_75)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_75); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_75)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":314 + * queue = IntList(increment=1000) + * + * logger.info(" Computing inverted indexes...") # <<<<<<<<<<<<<< + * N = len(data) + * for i from 0 <= i < N: + */ + __pyx_k_tuple_77 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_76)); if (unlikely(!__pyx_k_tuple_77)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 314; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_77); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_77)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":329 + * trie_node_data_append(node, i) + * + * logger.info(" Computing collocations...") # <<<<<<<<<<<<<< + * N = len(queue) + * ptr1 = 0 + */ + __pyx_k_tuple_79 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_78)); if (unlikely(!__pyx_k_tuple_79)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_79); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_79)); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":393 + * for pattern2 in J_set: + * if len(pattern1) + len(pattern2) + 1 < self.max_length: + * combined_pattern = pattern1 + (-1,) + pattern2 # <<<<<<<<<<<<<< + * J2_set.add(combined_pattern) + * + */ + __pyx_k_tuple_81 = PyTuple_Pack(1, __pyx_int_neg_1); if (unlikely(!__pyx_k_tuple_81)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 393; __pyx_clineno 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__pyx_ptype_3_sa___pyx_scope_struct_12_genexpr = &__pyx_type_3_sa___pyx_scope_struct_12_genexpr; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_29_genexpr) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_29_genexpr = &__pyx_type_3_sa___pyx_scope_struct_29_genexpr; + __pyx_vtabptr_3_sa_IntList = &__pyx_vtable_3_sa_IntList; + __pyx_vtable_3_sa_IntList.set = (void (*)(struct __pyx_obj_3_sa_IntList *, int, int))__pyx_f_3_sa_7IntList_set; + __pyx_vtable_3_sa_IntList._append = (void (*)(struct __pyx_obj_3_sa_IntList *, int))__pyx_f_3_sa_7IntList__append; + __pyx_vtable_3_sa_IntList._extend = (void (*)(struct __pyx_obj_3_sa_IntList *, struct __pyx_obj_3_sa_IntList *))__pyx_f_3_sa_7IntList__extend; + __pyx_vtable_3_sa_IntList._extend_arr = (void (*)(struct __pyx_obj_3_sa_IntList *, int *, int))__pyx_f_3_sa_7IntList__extend_arr; + __pyx_vtable_3_sa_IntList._clear = (void (*)(struct 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PyObject *, PyObject *, FILE *))__pyx_f_3_sa_5BiLex_read_wordlist; + __pyx_vtable_3_sa_BiLex.swap = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, int, int))__pyx_f_3_sa_5BiLex_swap; + __pyx_vtable_3_sa_BiLex.qsort = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, int, int, PyObject *))__pyx_f_3_sa_5BiLex_qsort; + if (PyType_Ready(&__pyx_type_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_BiLex.tp_dict, __pyx_vtabptr_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BiLex", (PyObject *)&__pyx_type_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_BiLex = &__pyx_type_3_sa_BiLex; + __pyx_vtabptr_3_sa_VEB = &__pyx_vtable_3_sa_VEB; + __pyx_vtable_3_sa_VEB._findsucc = (int (*)(struct __pyx_obj_3_sa_VEB *, int))__pyx_f_3_sa_3VEB__findsucc; + __pyx_vtable_3_sa_VEB._insert = (int (*)(struct __pyx_obj_3_sa_VEB *, int))__pyx_f_3_sa_3VEB__insert; + __pyx_vtable_3_sa_VEB._first = (int (*)(struct __pyx_obj_3_sa_VEB *))__pyx_f_3_sa_3VEB__first; + if (PyType_Ready(&__pyx_type_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_VEB.tp_dict, __pyx_vtabptr_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "VEB", (PyObject *)&__pyx_type_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_VEB = &__pyx_type_3_sa_VEB; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_11_encode_words) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_11_encode_words = &__pyx_type_3_sa___pyx_scope_struct_11_encode_words; + if (PyType_Ready(&__pyx_type_3_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "LCP", (PyObject *)&__pyx_type_3_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_LCP = &__pyx_type_3_sa_LCP; + __pyx_vtabptr_3_sa_DataArray = &__pyx_vtable_3_sa_DataArray; + __pyx_vtable_3_sa_DataArray.read_handle = (void (*)(struct __pyx_obj_3_sa_DataArray *, FILE *))__pyx_f_3_sa_9DataArray_read_handle; + __pyx_vtable_3_sa_DataArray.write_handle = (void (*)(struct __pyx_obj_3_sa_DataArray *, FILE *))__pyx_f_3_sa_9DataArray_write_handle; + if (PyType_Ready(&__pyx_type_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_DataArray.tp_dict, __pyx_vtabptr_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "DataArray", (PyObject *)&__pyx_type_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_DataArray = &__pyx_type_3_sa_DataArray; + if (PyType_Ready(&__pyx_type_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BitSetIterator", (PyObject *)&__pyx_type_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_BitSetIterator = &__pyx_type_3_sa_BitSetIterator; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_23_genexpr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_23_genexpr = &__pyx_type_3_sa___pyx_scope_struct_23_genexpr; + __pyx_vtabptr_3_sa_Precomputation = &__pyx_vtable_3_sa_Precomputation; + __pyx_vtable_3_sa_Precomputation.read_map = (PyObject *(*)(struct __pyx_obj_3_sa_Precomputation *, FILE *))__pyx_f_3_sa_14Precomputation_read_map; + __pyx_vtable_3_sa_Precomputation.write_map = (PyObject *(*)(struct __pyx_obj_3_sa_Precomputation *, PyObject *, FILE *))__pyx_f_3_sa_14Precomputation_write_map; + if (PyType_Ready(&__pyx_type_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Precomputation.tp_dict, __pyx_vtabptr_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Precomputation", (PyObject *)&__pyx_type_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Precomputation = &__pyx_type_3_sa_Precomputation; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_18_alignments) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_18_alignments = &__pyx_type_3_sa___pyx_scope_struct_18_alignments; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_14_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_14_genexpr = &__pyx_type_3_sa___pyx_scope_struct_14_genexpr; + __pyx_vtabptr_3_sa_SuffixArray = &__pyx_vtable_3_sa_SuffixArray; + __pyx_vtable_3_sa_SuffixArray.__pyx___search_high = (int (*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___search_high; + __pyx_vtable_3_sa_SuffixArray.__pyx___search_low = (int (*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___search_low; + __pyx_vtable_3_sa_SuffixArray.__pyx___get_range = (PyObject *(*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int, int))__pyx_f_3_sa_11SuffixArray___get_range; + __pyx_vtable_3_sa_SuffixArray.__pyx___lookup_helper = (PyObject *(*)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int))__pyx_f_3_sa_11SuffixArray___lookup_helper; + if (PyType_Ready(&__pyx_type_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_SuffixArray.tp_dict, __pyx_vtabptr_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SuffixArray", (PyObject *)&__pyx_type_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_SuffixArray = &__pyx_type_3_sa_SuffixArray; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_16___str__) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_16___str__ = &__pyx_type_3_sa___pyx_scope_struct_16___str__; + __pyx_vtabptr_3_sa_Alphabet = &__pyx_vtable_3_sa_Alphabet; + __pyx_vtable_3_sa_Alphabet.isvar = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_isvar; + __pyx_vtable_3_sa_Alphabet.isword = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_isword; + __pyx_vtable_3_sa_Alphabet.getindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_getindex; + __pyx_vtable_3_sa_Alphabet.setindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int, int))__pyx_f_3_sa_8Alphabet_setindex; + __pyx_vtable_3_sa_Alphabet.clearindex = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_clearindex; + __pyx_vtable_3_sa_Alphabet.match = (int (*)(struct __pyx_obj_3_sa_Alphabet *, int, int))__pyx_f_3_sa_8Alphabet_match; + __pyx_vtable_3_sa_Alphabet.tocat = (char *(*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_tocat; + __pyx_vtable_3_sa_Alphabet.fromcat = (int (*)(struct __pyx_obj_3_sa_Alphabet *, char *))__pyx_f_3_sa_8Alphabet_fromcat; + __pyx_vtable_3_sa_Alphabet.tostring = (char *(*)(struct __pyx_obj_3_sa_Alphabet *, int))__pyx_f_3_sa_8Alphabet_tostring; + __pyx_vtable_3_sa_Alphabet.fromstring = (int (*)(struct __pyx_obj_3_sa_Alphabet *, char *, int))__pyx_f_3_sa_8Alphabet_fromstring; + if (PyType_Ready(&__pyx_type_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Alphabet.tp_dict, __pyx_vtabptr_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Alphabet", (PyObject *)&__pyx_type_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Alphabet = &__pyx_type_3_sa_Alphabet; + if (PyType_Ready(&__pyx_type_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Rule", (PyObject *)&__pyx_type_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Rule = &__pyx_type_3_sa_Rule; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_6_genexpr = &__pyx_type_3_sa___pyx_scope_struct_6_genexpr; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_21_add_instance) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1885; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_21_add_instance = &__pyx_type_3_sa___pyx_scope_struct_21_add_instance; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_2_genexpr) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_2_genexpr = &__pyx_type_3_sa___pyx_scope_struct_2_genexpr; + __pyx_vtabptr_3_sa_PhraseLocation = &__pyx_vtable_3_sa_PhraseLocation; + __pyx_vtable_3_sa_PhraseLocation.contains = (int (*)(struct __pyx_obj_3_sa_PhraseLocation *, int))__pyx_f_3_sa_14PhraseLocation_contains; + if (PyType_Ready(&__pyx_type_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_PhraseLocation.tp_dict, __pyx_vtabptr_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "PhraseLocation", (PyObject 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&__pyx_type_3_sa___pyx_scope_struct_25_genexpr; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_24_fmt_rule) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2120; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_24_fmt_rule = &__pyx_type_3_sa___pyx_scope_struct_24_fmt_rule; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_28___str__) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_28___str__ = &__pyx_type_3_sa___pyx_scope_struct_28___str__; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_1_read_bitext) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_1_read_bitext = &__pyx_type_3_sa___pyx_scope_struct_1_read_bitext; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_13_decode_words) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_13_decode_words = &__pyx_type_3_sa___pyx_scope_struct_13_decode_words; + if (PyType_Ready(&__pyx_type_3_sa_FeatureVector) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "FeatureVector", (PyObject *)&__pyx_type_3_sa_FeatureVector) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_FeatureVector = &__pyx_type_3_sa_FeatureVector; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_7_decode_lattice) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_7_decode_lattice = &__pyx_type_3_sa___pyx_scope_struct_7_decode_lattice; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_19_input) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 973; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_19_input = &__pyx_type_3_sa___pyx_scope_struct_19_input; + __pyx_vtabptr_3_sa_Scorer = &__pyx_vtable_3_sa_Scorer; + __pyx_vtable_3_sa_Scorer.score = (struct __pyx_obj_3_sa_FeatureVector *(*)(struct __pyx_obj_3_sa_Scorer *, PyObject *))__pyx_f_3_sa_6Scorer_score; + if (PyType_Ready(&__pyx_type_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Scorer.tp_dict, __pyx_vtabptr_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Scorer = &__pyx_type_3_sa_Scorer; + __pyx_vtabptr_3_sa_Alignment = &__pyx_vtable_3_sa_Alignment; + __pyx_vtable_3_sa_Alignment.link = (int (*)(struct __pyx_obj_3_sa_Alignment *, int, int))__pyx_f_3_sa_9Alignment_link; + __pyx_vtable_3_sa_Alignment._unlink = (PyObject *(*)(struct __pyx_obj_3_sa_Alignment *, int, int *, int *))__pyx_f_3_sa_9Alignment__unlink; + __pyx_vtable_3_sa_Alignment._get_sent_links = (int *(*)(struct __pyx_obj_3_sa_Alignment *, int, int *))__pyx_f_3_sa_9Alignment__get_sent_links; + if (PyType_Ready(&__pyx_type_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Alignment.tp_dict, __pyx_vtabptr_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Alignment", (PyObject *)&__pyx_type_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Alignment = &__pyx_type_3_sa_Alignment; + if (PyType_Ready(&__pyx_type_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BitSet", (PyObject *)&__pyx_type_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_BitSet = &__pyx_type_3_sa_BitSet; + if (PyType_Ready(&__pyx_type_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Sampler", (PyObject *)&__pyx_type_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_Sampler = &__pyx_type_3_sa_Sampler; + __pyx_vtabptr_3_sa_StringMap = &__pyx_vtable_3_sa_StringMap; + __pyx_vtable_3_sa_StringMap.word = (char *(*)(struct __pyx_obj_3_sa_StringMap *, int))__pyx_f_3_sa_9StringMap_word; + __pyx_vtable_3_sa_StringMap.index = (int (*)(struct __pyx_obj_3_sa_StringMap *, char *))__pyx_f_3_sa_9StringMap_index; + if (PyType_Ready(&__pyx_type_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_StringMap.tp_dict, __pyx_vtabptr_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "StringMap", (PyObject *)&__pyx_type_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_StringMap = &__pyx_type_3_sa_StringMap; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_26_get_f_phrases) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2167; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_26_get_f_phrases = &__pyx_type_3_sa___pyx_scope_struct_26_get_f_phrases; + if (PyType_Ready(&__pyx_type_3_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieNode", (PyObject *)&__pyx_type_3_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_TrieNode = &__pyx_type_3_sa_TrieNode; + __pyx_type_3_sa_ExtendedTrieNode.tp_base = __pyx_ptype_3_sa_TrieNode; + if (PyType_Ready(&__pyx_type_3_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "ExtendedTrieNode", (PyObject *)&__pyx_type_3_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_ExtendedTrieNode = &__pyx_type_3_sa_ExtendedTrieNode; + __pyx_vtabptr_3_sa_TrieMap = &__pyx_vtable_3_sa_TrieMap; + __pyx_vtable_3_sa_TrieMap._insert = (struct __pyx_t_3_sa__Trie_Node *(*)(struct __pyx_obj_3_sa_TrieMap *, int *, int))__pyx_f_3_sa_7TrieMap__insert; + __pyx_vtable_3_sa_TrieMap._contains = (struct __pyx_t_3_sa__Trie_Node *(*)(struct __pyx_obj_3_sa_TrieMap *, int *, int))__pyx_f_3_sa_7TrieMap__contains; + if (PyType_Ready(&__pyx_type_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_TrieMap.tp_dict, __pyx_vtabptr_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieMap", (PyObject *)&__pyx_type_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_TrieMap = &__pyx_type_3_sa_TrieMap; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_8_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_8_genexpr = &__pyx_type_3_sa___pyx_scope_struct_8_genexpr; + if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_4_make_lattice) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa___pyx_scope_struct_4_make_lattice = &__pyx_type_3_sa___pyx_scope_struct_4_make_lattice; + __pyx_vtabptr_3_sa_Phrase = &__pyx_vtable_3_sa_Phrase; + __pyx_vtable_3_sa_Phrase.chunkpos = (int (*)(struct __pyx_obj_3_sa_Phrase *, int))__pyx_f_3_sa_6Phrase_chunkpos; + __pyx_vtable_3_sa_Phrase.chunklen = (int (*)(struct __pyx_obj_3_sa_Phrase *, int))__pyx_f_3_sa_6Phrase_chunklen; + if (PyType_Ready(&__pyx_type_3_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_Phrase.tp_dict, __pyx_vtabptr_3_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if 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*, FILE *))__pyx_f_3_sa_9FloatList_write_handle; + __pyx_vtable_3_sa_FloatList.read_handle = (void (*)(struct __pyx_obj_3_sa_FloatList *, FILE *))__pyx_f_3_sa_9FloatList_read_handle; + if (PyType_Ready(&__pyx_type_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_3_sa_FloatList.tp_dict, __pyx_vtabptr_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "FloatList", (PyObject *)&__pyx_type_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_3_sa_FloatList = &__pyx_type_3_sa_FloatList; + /*--- Type import code ---*/ + /*--- Variable import code ---*/ + /*--- Function import code ---*/ + /*--- Execution code ---*/ + + /* "_sa.pyx":1 + * import logging # <<<<<<<<<<<<<< + * import resource + * import gzip + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__logging), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__logging, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":2 + * import logging + * import resource # <<<<<<<<<<<<<< + * import gzip + * + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__resource), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__resource, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":3 + * import logging + * import resource + * import gzip # <<<<<<<<<<<<<< + * + * def monitor_cpu(): + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__gzip), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__gzip, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":5 + * import gzip + * + * def monitor_cpu(): # <<<<<<<<<<<<<< + * return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ + * resource.getrusage(resource.RUSAGE_SELF).ru_stime) + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_1monitor_cpu, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__monitor_cpu, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":9 + * resource.getrusage(resource.RUSAGE_SELF).ru_stime) + * + * def gzip_or_text(char* filename): # <<<<<<<<<<<<<< + * if filename.endswith('.gz'): + * return gzip.GzipFile(filename) + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_3gzip_or_text, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__gzip_or_text, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "_sa.pyx":15 + * return open(filename) + * + * logger = logging.getLogger('cdec.sa') # <<<<<<<<<<<<<< + * + * include "float_list.pxi" + */ + __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logging); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__getLogger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_173), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + if (PyDict_SetItem(__pyx_d, __pyx_n_s__logger, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":8 + * # May need to revisit if things get really tight, though. + * + * cdef int ALIGNMENT_CODE = 1 << 16 # <<<<<<<<<<<<<< + * + * cdef class Alignment: + */ + __pyx_v_3_sa_ALIGNMENT_CODE = 65536; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":54 + * cdef id2eword, id2fword, eword2id, fword2id + * + * def __cinit__(self, from_text=None, from_data=False, from_binary=None, # <<<<<<<<<<<<<< + * earray=None, fsarray=None, alignment=None): + * self.id2eword = [] + */ + __pyx_t_1 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_k_43 = __pyx_t_1; + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":17 + * from libc.string cimport memset + * + * cdef int MIN_BOTTOM_SIZE = 32 # <<<<<<<<<<<<<< + * cdef int MIN_BOTTOM_BITS = 5 + * cdef int LOWER_MASK[32] + */ + __pyx_v_3_sa_MIN_BOTTOM_SIZE = 32; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":18 + * + * cdef int MIN_BOTTOM_SIZE = 32 + * cdef int MIN_BOTTOM_BITS = 5 # <<<<<<<<<<<<<< + * cdef int LOWER_MASK[32] + * + */ + __pyx_v_3_sa_MIN_BOTTOM_BITS = 5; + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":28 + * LOWER_MASK[i] = mask + * + * _init_lower_mask() # <<<<<<<<<<<<<< + * + * cdef struct _BitSet: + */ + __pyx_f_3_sa__init_lower_mask(); + + /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":4 + * from libc.stdlib cimport malloc, realloc, strtol + * + * cdef int INDEX_SHIFT = 3 # <<<<<<<<<<<<<< + * cdef int INDEX_MASK = (1<= 3 + "name '%U' is not defined", name); +#else + "name '%s' is not defined", PyString_AS_STRING(name)); +#endif + } + return result; +} + +static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { + PyObject *result; +#if CYTHON_COMPILING_IN_CPYTHON + result = PyDict_GetItem(__pyx_d, name); + if (result) { + Py_INCREF(result); + } else { +#else + result = PyObject_GetItem(__pyx_d, name); + if (!result) { + PyErr_Clear(); +#endif + result = __Pyx_GetBuiltinName(name); + } + return result; +} + +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION >= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AsString(kw_name)); + #endif +} + +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + continue; + } + name = first_kw_arg; + #if PY_MAJOR_VERSION < 3 + if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { + while (*name) { + if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) + && _PyString_Eq(**name, key)) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + if ((**argname == key) || ( + (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) + && _PyString_Eq(**argname, key))) { + goto arg_passed_twice; + } + argname++; + } + } + } else + #endif + if (likely(PyUnicode_Check(key))) { + while (*name) { + int cmp = (**name == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**name, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + int cmp = (**argname == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**argname, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) goto arg_passed_twice; + argname++; + } + } + } else + goto invalid_keyword_type; + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + goto bad; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%s() got an unexpected keyword argument '%s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif +bad: + return -1; +} + +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%s() takes %s %" CYTHON_FORMAT_SSIZE_T "d positional argument%s (%" CYTHON_FORMAT_SSIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->curexc_type; + tmp_value = tstate->curexc_value; + tmp_tb = tstate->curexc_traceback; + tstate->curexc_type = type; + tstate->curexc_value = value; + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_Restore(type, value, tb); +#endif +} +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(type, value, tb); +#endif +} + +#if PY_MAJOR_VERSION < 3 +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, + CYTHON_UNUSED PyObject *cause) { + Py_XINCREF(type); + if (!value || value == Py_None) + value = NULL; + else + Py_INCREF(value); + if (!tb || tb == Py_None) + tb = NULL; + else { + Py_INCREF(tb); + if (!PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto raise_error; + } + } + #if PY_VERSION_HEX < 0x02050000 + if (PyClass_Check(type)) { + #else + if (PyType_Check(type)) { + #endif +#if CYTHON_COMPILING_IN_PYPY + if (!value) { + Py_INCREF(Py_None); + value = Py_None; + } +#endif + PyErr_NormalizeException(&type, &value, &tb); + } else { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto raise_error; + } + value = type; + #if PY_VERSION_HEX < 0x02050000 + if (PyInstance_Check(type)) { + type = (PyObject*) ((PyInstanceObject*)type)->in_class; + Py_INCREF(type); + } else { + type = 0; + PyErr_SetString(PyExc_TypeError, + "raise: exception must be an old-style class or instance"); + goto raise_error; + } + #else + type = (PyObject*) Py_TYPE(type); + Py_INCREF(type); + if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto raise_error; + } + #endif + } + __Pyx_ErrRestore(type, value, tb); + return; +raise_error: + Py_XDECREF(value); + Py_XDECREF(type); + Py_XDECREF(tb); + return; +} +#else /* Python 3+ */ +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { + PyObject* owned_instance = NULL; + if (tb == Py_None) { + tb = 0; + } else if (tb && !PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto bad; + } + if (value == Py_None) + value = 0; + if (PyExceptionInstance_Check(type)) { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto bad; + } + value = type; + type = (PyObject*) Py_TYPE(value); + } else if (PyExceptionClass_Check(type)) { + PyObject *args; + if (!value) + args = PyTuple_New(0); + else if (PyTuple_Check(value)) { + Py_INCREF(value); + args = value; + } else + args = PyTuple_Pack(1, value); + if (!args) + goto bad; + owned_instance = PyEval_CallObject(type, args); + Py_DECREF(args); + if (!owned_instance) + goto bad; + value = owned_instance; + if (!PyExceptionInstance_Check(value)) { + PyErr_Format(PyExc_TypeError, + "calling %R should have returned an instance of " + "BaseException, not %R", + type, Py_TYPE(value)); + goto bad; + } + } else { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto bad; + } +#if PY_VERSION_HEX >= 0x03030000 + if (cause) { +#else + if (cause && cause != Py_None) { +#endif + PyObject *fixed_cause; + if (cause == Py_None) { + fixed_cause = NULL; + } else if (PyExceptionClass_Check(cause)) { + fixed_cause = PyObject_CallObject(cause, NULL); + if (fixed_cause == NULL) + goto bad; + } else if (PyExceptionInstance_Check(cause)) { + fixed_cause = cause; + Py_INCREF(fixed_cause); + } else { + PyErr_SetString(PyExc_TypeError, + "exception causes must derive from " + "BaseException"); + goto bad; + } + PyException_SetCause(value, fixed_cause); + } + PyErr_SetObject(type, value); + if (tb) { + PyThreadState *tstate = PyThreadState_GET(); + PyObject* tmp_tb = tstate->curexc_traceback; + if (tb != tmp_tb) { + Py_INCREF(tb); + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_tb); + } + } +bad: + Py_XDECREF(owned_instance); + return; +} +#endif + +static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, + CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +} + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings( + PyObject *kwdict, + const char* function_name, + int kw_allowed) +{ + PyObject* key = 0; + Py_ssize_t pos = 0; +#if CPYTHON_COMPILING_IN_PYPY + if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0)) + goto invalid_keyword; + return 1; +#else + while (PyDict_Next(kwdict, &pos, &key, 0)) { + #if PY_MAJOR_VERSION < 3 + if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) + #endif + if (unlikely(!PyUnicode_Check(key))) + goto invalid_keyword_type; + } + if ((!kw_allowed) && unlikely(key)) + goto invalid_keyword; + return 1; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + return 0; +#endif +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%s() got an unexpected keyword argument '%s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif + return 0; +} + +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (!j) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) { + PyObject *r = PyList_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } + else if (PyTuple_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_item)) { + if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else + return NULL; + } + } + return m->sq_item(o, i); + } + } +#else + if (is_list || PySequence_Check(o)) { + return PySequence_GetItem(o, i); + } +#endif + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { + if (likely(PyList_CheckExact(L))) { + if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return NULL; + Py_INCREF(Py_None); + return Py_None; /* this is just to have an accurate signature */ + } else { + return __Pyx_PyObject_CallMethod1(L, __pyx_n_s__append, x); + } +} + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *local_type, *local_value, *local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + local_type = tstate->curexc_type; + local_value = tstate->curexc_value; + local_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(&local_type, &local_value, &local_tb); +#endif + PyErr_NormalizeException(&local_type, &local_value, &local_tb); +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(tstate->curexc_type)) +#else + if (unlikely(PyErr_Occurred())) +#endif + goto bad; + #if PY_MAJOR_VERSION >= 3 + if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) + goto bad; + #endif + Py_INCREF(local_type); + Py_INCREF(local_value); + Py_INCREF(local_tb); + *type = local_type; + *value = local_value; + *tb = local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = local_type; + tstate->exc_value = local_value; + tstate->exc_traceback = local_tb; + /* Make sure tstate is in a consistent state when we XDECREF + these objects (DECREF may run arbitrary code). */ + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(local_type, local_value, local_tb); +#endif + return 0; +bad: + *type = 0; + *value = 0; + *tb = 0; + Py_XDECREF(local_type); + Py_XDECREF(local_value); + Py_XDECREF(local_tb); + return -1; +} + +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { + PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); +} + +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice( + PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, + PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice, + int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) { +#if CYTHON_COMPILING_IN_CPYTHON + PyMappingMethods* mp; +#if PY_MAJOR_VERSION < 3 + PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence; + if (likely(ms && ms->sq_slice)) { + if (!has_cstart) { + if (_py_start && (*_py_start != Py_None)) { + cstart = __Pyx_PyIndex_AsSsize_t(*_py_start); + if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; + } else + cstart = 0; + } + if (!has_cstop) { + if (_py_stop && (*_py_stop != Py_None)) { + cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop); + if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; + } else + cstop = PY_SSIZE_T_MAX; + } + if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) { + Py_ssize_t l = ms->sq_length(obj); + if (likely(l >= 0)) { + if (cstop < 0) { + cstop += l; + if (cstop < 0) cstop = 0; + } + if (cstart < 0) { + cstart += l; + if (cstart < 0) cstart = 0; + } + } else { + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else + goto bad; + } + } + return ms->sq_slice(obj, cstart, cstop); + } +#endif + mp = Py_TYPE(obj)->tp_as_mapping; + if (likely(mp && mp->mp_subscript)) +#endif + { + PyObject* result; + PyObject *py_slice, *py_start, *py_stop; + if (_py_slice) { + py_slice = *_py_slice; + } else { + PyObject* owned_start = NULL; + PyObject* owned_stop = NULL; + if (_py_start) { + py_start = *_py_start; + } else { + if (has_cstart) { + owned_start = py_start = PyInt_FromSsize_t(cstart); + if (unlikely(!py_start)) goto bad; + } else + py_start = Py_None; + } + if (_py_stop) { + py_stop = *_py_stop; + } else { + if (has_cstop) { + owned_stop = py_stop = PyInt_FromSsize_t(cstop); + if (unlikely(!py_stop)) { + Py_XDECREF(owned_start); + goto bad; + } + } else + py_stop = Py_None; + } + py_slice = PySlice_New(py_start, py_stop, Py_None); + Py_XDECREF(owned_start); + Py_XDECREF(owned_stop); + if (unlikely(!py_slice)) goto bad; + } +#if CYTHON_COMPILING_IN_CPYTHON + result = mp->mp_subscript(obj, py_slice); +#else + result = PyObject_GetItem(obj, py_slice); +#endif + if (!_py_slice) { + Py_DECREF(py_slice); + } + return result; + } + PyErr_Format(PyExc_TypeError, + "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name); +bad: + return NULL; +} + +static CYTHON_INLINE int __Pyx_div_int(int a, int b) { + int q = a / b; + int r = a - q*b; + q -= ((r != 0) & ((r ^ b) < 0)); + return q; +} + +static CYTHON_INLINE int __Pyx_mod_int(int a, int b) { + int r = a % b; + r += ((r != 0) & ((r ^ b) < 0)) * b; + return r; +} + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); +} + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { + PyErr_Format(PyExc_ValueError, + "need more than %" CYTHON_FORMAT_SSIZE_T "d value%s to unpack", + index, (index == 1) ? "" : "s"); +} + +static CYTHON_INLINE int __Pyx_IterFinish(void) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + PyObject* exc_type = tstate->curexc_type; + if (unlikely(exc_type)) { + if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) { + PyObject *exc_value, *exc_tb; + exc_value = tstate->curexc_value; + exc_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; + Py_DECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_tb); + return 0; + } else { + return -1; + } + } + return 0; +#else + if (unlikely(PyErr_Occurred())) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { + PyErr_Clear(); + return 0; + } else { + return -1; + } + } + return 0; +#endif +} + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { + if (unlikely(retval)) { + Py_DECREF(retval); + __Pyx_RaiseTooManyValuesError(expected); + return -1; + } else { + return __Pyx_IterFinish(); + } + return 0; +} + +static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { + int r; + if (!j) return -1; + r = PyObject_SetItem(o, j, v); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, + int is_list, int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o)); + if ((!boundscheck) || likely((n >= 0) & (n < PyList_GET_SIZE(o)))) { + PyObject* old = PyList_GET_ITEM(o, n); + Py_INCREF(v); + PyList_SET_ITEM(o, n, v); + Py_DECREF(old); + return 1; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_ass_item)) { + if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else + return -1; + } + } + return m->sq_ass_item(o, i, v); + } + } +#else +#if CYTHON_COMPILING_IN_PYPY + if (is_list || (PySequence_Check(o) && !PyDict_Check(o))) { +#else + if (is_list || PySequence_Check(o)) { +#endif + return PySequence_SetItem(o, i, v); + } +#endif + return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v); +} + +static double __Pyx__PyObject_AsDouble(PyObject* obj) { + PyObject* float_value; +#if CYTHON_COMPILING_IN_PYPY + float_value = PyNumber_Float(obj); +#else + PyNumberMethods *nb = Py_TYPE(obj)->tp_as_number; + if (likely(nb) && likely(nb->nb_float)) { + float_value = nb->nb_float(obj); + if (likely(float_value) && unlikely(!PyFloat_Check(float_value))) { + PyErr_Format(PyExc_TypeError, + "__float__ returned non-float (type %.200s)", + Py_TYPE(float_value)->tp_name); + Py_DECREF(float_value); + goto bad; + } + } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) { +#if PY_MAJOR_VERSION >= 3 + float_value = PyFloat_FromString(obj); +#else + float_value = PyFloat_FromString(obj, 0); +#endif + } else { + PyObject* args = PyTuple_New(1); + if (unlikely(!args)) goto bad; + PyTuple_SET_ITEM(args, 0, obj); + float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0); + PyTuple_SET_ITEM(args, 0, 0); + Py_DECREF(args); + } +#endif + if (likely(float_value)) { + double value = PyFloat_AS_DOUBLE(float_value); + Py_DECREF(float_value); + return value; + } +bad: + return (double)-1; +} + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { + PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); +} + +static CYTHON_INLINE long __Pyx_div_long(long a, long b) { + long q = a / b; + long r = a - q*b; + q -= ((r != 0) & ((r ^ b) < 0)); + return q; +} + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact) +{ + if (!type) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (none_allowed && obj == Py_None) return 1; + else if (exact) { + if (Py_TYPE(obj) == type) return 1; + } + else { + if (PyObject_TypeCheck(obj, type)) return 1; + } + PyErr_Format(PyExc_TypeError, + "Argument '%s' has incorrect type (expected %s, got %s)", + name, type->tp_name, Py_TYPE(obj)->tp_name); + return 0; +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) { + if (t == Py_None) { + __Pyx_RaiseNoneNotIterableError(); + } else if (PyTuple_GET_SIZE(t) < index) { + __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t)); + } else { + __Pyx_RaiseTooManyValuesError(index); + } +} + +static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, + int is_tuple, int has_known_size, int decref_tuple) { + Py_ssize_t index; + PyObject *value1 = NULL, *value2 = NULL, *iter = NULL; + if (!is_tuple && unlikely(!PyTuple_Check(tuple))) { + iternextfunc iternext; + iter = PyObject_GetIter(tuple); + if (unlikely(!iter)) goto bad; + if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; } + iternext = Py_TYPE(iter)->tp_iternext; + value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; } + value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; } + if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad; + Py_DECREF(iter); + } else { + if (!has_known_size && unlikely(PyTuple_GET_SIZE(tuple) != 2)) { + __Pyx_UnpackTupleError(tuple, 2); + goto bad; + } +#if CYTHON_COMPILING_IN_PYPY + value1 = PySequence_ITEM(tuple, 0); + if (unlikely(!value1)) goto bad; + value2 = PySequence_ITEM(tuple, 1); + if (unlikely(!value2)) goto bad; +#else + value1 = PyTuple_GET_ITEM(tuple, 0); + value2 = PyTuple_GET_ITEM(tuple, 1); + Py_INCREF(value1); + Py_INCREF(value2); +#endif + if (decref_tuple) { Py_DECREF(tuple); } + } + *pvalue1 = value1; + *pvalue2 = value2; + return 0; +unpacking_failed: + if (!has_known_size && __Pyx_IterFinish() == 0) + __Pyx_RaiseNeedMoreValuesError(index); +bad: + Py_XDECREF(iter); + Py_XDECREF(value1); + Py_XDECREF(value2); + if (decref_tuple) { Py_XDECREF(tuple); } + return -1; +} + +static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name, + Py_ssize_t* p_orig_length, int* p_source_is_dict) { + is_dict = is_dict || likely(PyDict_CheckExact(iterable)); + *p_source_is_dict = is_dict; +#if !CYTHON_COMPILING_IN_PYPY + if (is_dict) { + *p_orig_length = PyDict_Size(iterable); + Py_INCREF(iterable); + return iterable; + } +#endif + *p_orig_length = 0; + if (method_name) { + PyObject* iter; + iterable = __Pyx_PyObject_CallMethod0(iterable, method_name); + if (!iterable) + return NULL; +#if !CYTHON_COMPILING_IN_PYPY + if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable)) + return iterable; +#endif + iter = PyObject_GetIter(iterable); + Py_DECREF(iterable); + return iter; + } + return PyObject_GetIter(iterable); +} +static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* iter_obj, Py_ssize_t orig_length, Py_ssize_t* ppos, + PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) { + PyObject* next_item; +#if !CYTHON_COMPILING_IN_PYPY + if (source_is_dict) { + PyObject *key, *value; + if (unlikely(orig_length != PyDict_Size(iter_obj))) { + PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration"); + return -1; + } + if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) { + return 0; + } + if (pitem) { + PyObject* tuple = PyTuple_New(2); + if (unlikely(!tuple)) { + return -1; + } + Py_INCREF(key); + Py_INCREF(value); + PyTuple_SET_ITEM(tuple, 0, key); + PyTuple_SET_ITEM(tuple, 1, value); + *pitem = tuple; + } else { + if (pkey) { + Py_INCREF(key); + *pkey = key; + } + if (pvalue) { + Py_INCREF(value); + *pvalue = value; + } + } + return 1; + } else if (PyTuple_CheckExact(iter_obj)) { + Py_ssize_t pos = *ppos; + if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0; + *ppos = pos + 1; + next_item = PyTuple_GET_ITEM(iter_obj, pos); + Py_INCREF(next_item); + } else if (PyList_CheckExact(iter_obj)) { + Py_ssize_t pos = *ppos; + if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0; + *ppos = pos + 1; + next_item = PyList_GET_ITEM(iter_obj, pos); + Py_INCREF(next_item); + } else +#endif + { + next_item = PyIter_Next(iter_obj); + if (unlikely(!next_item)) { + return __Pyx_IterFinish(); + } + } + if (pitem) { + *pitem = next_item; + } else if (pkey && pvalue) { + if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1)) + return -1; + } else if (pkey) { + *pkey = next_item; + } else { + *pvalue = next_item; + } + return 1; +} + +static CYTHON_INLINE long __Pyx_mod_long(long a, long b) { + long r = a % b; + r += ((r != 0) & ((r ^ b) < 0)) * b; + return r; +} + +static PyObject * +__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure) +{ + if (unlikely(op->func_doc == NULL)) { + if (op->func.m_ml->ml_doc) { +#if PY_MAJOR_VERSION >= 3 + op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc); +#else + op->func_doc = PyString_FromString(op->func.m_ml->ml_doc); +#endif + if (unlikely(op->func_doc == NULL)) + return NULL; + } else { + Py_INCREF(Py_None); + return Py_None; + } + } + Py_INCREF(op->func_doc); + return op->func_doc; +} +static int +__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp = op->func_doc; + if (value == NULL) + value = Py_None; /* Mark as deleted */ + Py_INCREF(value); + op->func_doc = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op) +{ + if (unlikely(op->func_name == NULL)) { +#if PY_MAJOR_VERSION >= 3 + op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name); +#else + op->func_name = PyString_InternFromString(op->func.m_ml->ml_name); +#endif + if (unlikely(op->func_name == NULL)) + return NULL; + } + Py_INCREF(op->func_name); + return op->func_name; +} +static int +__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) { +#else + if (unlikely(value == NULL || !PyString_Check(value))) { +#endif + PyErr_SetString(PyExc_TypeError, + "__name__ must be set to a string object"); + return -1; + } + tmp = op->func_name; + Py_INCREF(value); + op->func_name = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op) +{ + Py_INCREF(op->func_qualname); + return op->func_qualname; +} +static int +__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) { +#else + if (unlikely(value == NULL || !PyString_Check(value))) { +#endif + PyErr_SetString(PyExc_TypeError, + "__qualname__ must be set to a string object"); + return -1; + } + tmp = op->func_qualname; + Py_INCREF(value); + op->func_qualname = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure) +{ + PyObject *self; + self = m->func_closure; + if (self == NULL) + self = Py_None; + Py_INCREF(self); + return self; +} +static PyObject * +__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op) +{ + if (unlikely(op->func_dict == NULL)) { + op->func_dict = PyDict_New(); + if (unlikely(op->func_dict == NULL)) + return NULL; + } + Py_INCREF(op->func_dict); + return op->func_dict; +} +static int +__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; + if (unlikely(value == NULL)) { + PyErr_SetString(PyExc_TypeError, + "function's dictionary may not be deleted"); + return -1; + } + if (unlikely(!PyDict_Check(value))) { + PyErr_SetString(PyExc_TypeError, + "setting function's dictionary to a non-dict"); + return -1; + } + tmp = op->func_dict; + Py_INCREF(value); + op->func_dict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_globals(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + PyObject* dict = PyModule_GetDict(__pyx_m); + Py_XINCREF(dict); + return dict; +} +static PyObject * +__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + Py_INCREF(Py_None); + return Py_None; +} +static PyObject * +__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op) +{ + PyObject* result = (op->func_code) ? op->func_code : Py_None; + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) { + PyObject *res = op->defaults_getter((PyObject *) op); + if (unlikely(!res)) + return -1; + op->defaults_tuple = PyTuple_GET_ITEM(res, 0); + Py_INCREF(op->defaults_tuple); + op->defaults_kwdict = PyTuple_GET_ITEM(res, 1); + Py_INCREF(op->defaults_kwdict); + Py_DECREF(res); + return 0; +} +static int +__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyTuple_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__defaults__ must be set to a tuple object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_tuple; + op->defaults_tuple = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) { + PyObject* result = op->defaults_tuple; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_tuple; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__kwdefaults__ must be set to a dict object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_kwdict; + op->defaults_kwdict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) { + PyObject* result = op->defaults_kwdict; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_kwdict; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value || value == Py_None) { + value = NULL; + } else if (!PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__annotations__ must be set to a dict object"); + return -1; + } + Py_XINCREF(value); + tmp = op->func_annotations; + op->func_annotations = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) { + PyObject* result = op->func_annotations; + if (unlikely(!result)) { + result = PyDict_New(); + if (unlikely(!result)) return NULL; + op->func_annotations = result; + } + Py_INCREF(result); + return result; +} +static PyGetSetDef __pyx_CyFunction_getsets[] = { + {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0}, + {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0}, + {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0}, + {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0}, + {0, 0, 0, 0, 0} +}; +#ifndef PY_WRITE_RESTRICTED /* < Py2.5 */ +#define PY_WRITE_RESTRICTED WRITE_RESTRICTED +#endif +static PyMemberDef __pyx_CyFunction_members[] = { + {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0}, + {0, 0, 0, 0, 0} +}; +static PyObject * +__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args) +{ +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromString(m->func.m_ml->ml_name); +#else + return PyString_FromString(m->func.m_ml->ml_name); +#endif +} +static PyMethodDef __pyx_CyFunction_methods[] = { + {__Pyx_NAMESTR("__reduce__"), (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, + {0, 0, 0, 0} +}; +static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname, + PyObject *closure, PyObject *module, PyObject* code) { + __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type); + if (op == NULL) + return NULL; + op->flags = flags; + op->func_weakreflist = NULL; + op->func.m_ml = ml; + op->func.m_self = (PyObject *) op; + Py_XINCREF(closure); + op->func_closure = closure; + Py_XINCREF(module); + op->func.m_module = module; + op->func_dict = NULL; + op->func_name = NULL; + Py_INCREF(qualname); + op->func_qualname = qualname; + op->func_doc = NULL; + op->func_classobj = NULL; + Py_XINCREF(code); + op->func_code = code; + op->defaults_pyobjects = 0; + op->defaults = NULL; + op->defaults_tuple = NULL; + op->defaults_kwdict = NULL; + op->defaults_getter = NULL; + op->func_annotations = NULL; + PyObject_GC_Track(op); + return (PyObject *) op; +} +static int +__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) +{ + Py_CLEAR(m->func_closure); + Py_CLEAR(m->func.m_module); + Py_CLEAR(m->func_dict); + Py_CLEAR(m->func_name); + Py_CLEAR(m->func_qualname); + Py_CLEAR(m->func_doc); + Py_CLEAR(m->func_code); + Py_CLEAR(m->func_classobj); + Py_CLEAR(m->defaults_tuple); + Py_CLEAR(m->defaults_kwdict); + Py_CLEAR(m->func_annotations); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_XDECREF(pydefaults[i]); + PyMem_Free(m->defaults); + m->defaults = NULL; + } + return 0; +} +static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + PyObject_GC_UnTrack(m); + if (m->func_weakreflist != NULL) + PyObject_ClearWeakRefs((PyObject *) m); + __Pyx_CyFunction_clear(m); + PyObject_GC_Del(m); +} +static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) +{ + Py_VISIT(m->func_closure); + Py_VISIT(m->func.m_module); + Py_VISIT(m->func_dict); + Py_VISIT(m->func_name); + Py_VISIT(m->func_qualname); + Py_VISIT(m->func_doc); + Py_VISIT(m->func_code); + Py_VISIT(m->func_classobj); + Py_VISIT(m->defaults_tuple); + Py_VISIT(m->defaults_kwdict); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_VISIT(pydefaults[i]); + } + return 0; +} +static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type) +{ + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { + Py_INCREF(func); + return func; + } + if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) { + if (type == NULL) + type = (PyObject *)(Py_TYPE(obj)); + return PyMethod_New(func, + type, (PyObject *)(Py_TYPE(type))); + } + if (obj == Py_None) + obj = NULL; + return PyMethod_New(func, obj, type); +} +static PyObject* +__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) +{ +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromFormat("", + op->func_qualname, (void *)op); +#else + return PyString_FromFormat("", + PyString_AsString(op->func_qualname), (void *)op); +#endif +} +#if CYTHON_COMPILING_IN_PYPY +static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + PyCFunctionObject* f = (PyCFunctionObject*)func; + PyCFunction meth = PyCFunction_GET_FUNCTION(func); + PyObject *self = PyCFunction_GET_SELF(func); + Py_ssize_t size; + switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) { + case METH_VARARGS: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) + return (*meth)(self, arg); + break; + case METH_VARARGS | METH_KEYWORDS: + return (*(PyCFunctionWithKeywords)meth)(self, arg, kw); + case METH_NOARGS: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) { + size = PyTuple_GET_SIZE(arg); + if (size == 0) + return (*meth)(self, NULL); + PyErr_Format(PyExc_TypeError, + "%.200s() takes no arguments (%zd given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + case METH_O: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) { + size = PyTuple_GET_SIZE(arg); + if (size == 1) + return (*meth)(self, PyTuple_GET_ITEM(arg, 0)); + PyErr_Format(PyExc_TypeError, + "%.200s() takes exactly one argument (%zd given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + default: + PyErr_SetString(PyExc_SystemError, "Bad call flags in " + "__Pyx_CyFunction_Call. METH_OLDARGS is no " + "longer supported!"); + return NULL; + } + PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments", + f->m_ml->ml_name); + return NULL; +} +#else +static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + return PyCFunction_Call(func, arg, kw); +} +#endif +static PyTypeObject __pyx_CyFunctionType_type = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/ + sizeof(__pyx_CyFunctionObject), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + (destructor) __Pyx_CyFunction_dealloc, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ +#if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ +#else + 0, /*reserved*/ +#endif + (reprfunc) __Pyx_CyFunction_repr, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + __Pyx_CyFunction_Call, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ + 0, /*tp_doc*/ + (traverseproc) __Pyx_CyFunction_traverse, /*tp_traverse*/ + (inquiry) __Pyx_CyFunction_clear, /*tp_clear*/ + 0, /*tp_richcompare*/ + offsetof(__pyx_CyFunctionObject, func_weakreflist), /* tp_weaklistoffse */ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_CyFunction_methods, /*tp_methods*/ + __pyx_CyFunction_members, /*tp_members*/ + __pyx_CyFunction_getsets, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + __Pyx_CyFunction_descr_get, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + offsetof(__pyx_CyFunctionObject, func_dict),/*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + 0, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ +#if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ +#endif +}; +static int __Pyx_CyFunction_init(void) { +#if !CYTHON_COMPILING_IN_PYPY + __pyx_CyFunctionType_type.tp_call = PyCFunction_Call; +#endif + if (PyType_Ready(&__pyx_CyFunctionType_type) < 0) + return -1; + __pyx_CyFunctionType = &__pyx_CyFunctionType_type; + return 0; +} +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults = PyMem_Malloc(size); + if (!m->defaults) + return PyErr_NoMemory(); + memset(m->defaults, 0, size); + m->defaults_pyobjects = pyobjects; + return m->defaults; +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_tuple = tuple; + Py_INCREF(tuple); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_kwdict = dict; + Py_INCREF(dict); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->func_annotations = dict; + Py_INCREF(dict); +} + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02040000 + if (likely(PyList_CheckExact(L)) + && likely(PyList_GET_SIZE(L) > (((PyListObject*)L)->allocated >> 1))) { + Py_SIZE(L) -= 1; + return PyList_GET_ITEM(L, PyList_GET_SIZE(L)); + } +#if PY_VERSION_HEX >= 0x02050000 + else if (Py_TYPE(L) == (&PySet_Type)) { + return PySet_Pop(L); + } +#endif +#endif + return __Pyx_PyObject_CallMethod0(L, __pyx_n_s__pop); +} + +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + PyObject *ob = PyCapsule_New(vtable, 0, 0); +#else + PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); +#endif + if (!ob) + goto bad; + if (PyDict_SetItem(dict, __pyx_n_s____pyx_vtable__, ob) < 0) + goto bad; + Py_DECREF(ob); + return 0; +bad: + Py_XDECREF(ob); + return -1; +} + +static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { + PyObject* value = __Pyx_PyObject_GetAttrStr(module, name); + if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_Format(PyExc_ImportError, + #if PY_MAJOR_VERSION < 3 + "cannot import name %.230s", PyString_AS_STRING(name)); + #else + "cannot import name %S", name); + #endif + } + return value; +} + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); +#else + PyErr_GetExcInfo(type, value, tb); +#endif +} +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(type, value, tb); +#endif +} + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { + PyObject *empty_list = 0; + PyObject *module = 0; + PyObject *global_dict = 0; + PyObject *empty_dict = 0; + PyObject *list; + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_import; + py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s____import__); + if (!py_import) + goto bad; + #endif + if (from_list) + list = from_list; + else { + empty_list = PyList_New(0); + if (!empty_list) + goto bad; + list = empty_list; + } + global_dict = PyModule_GetDict(__pyx_m); + if (!global_dict) + goto bad; + empty_dict = PyDict_New(); + if (!empty_dict) + goto bad; + #if PY_VERSION_HEX >= 0x02050000 + { + #if PY_MAJOR_VERSION >= 3 + if (level == -1) { + if (strchr(__Pyx_MODULE_NAME, '.')) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(1); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, 1); + #endif + if (!module) { + if (!PyErr_ExceptionMatches(PyExc_ImportError)) + goto bad; + PyErr_Clear(); + } + } + level = 0; /* try absolute import on failure */ + } + #endif + if (!module) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(level); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, level); + #endif + } + } + #else + if (level>0) { + PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); + goto bad; + } + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, NULL); + #endif +bad: + #if PY_VERSION_HEX < 0x03030000 + Py_XDECREF(py_import); + #endif + Py_XDECREF(empty_list); + Py_XDECREF(empty_dict); + return module; +} + +static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { + const unsigned char neg_one = (unsigned char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned char" : + "value too large to convert to unsigned char"); + } + return (unsigned char)-1; + } + return (unsigned char)val; + } + return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { + const unsigned short neg_one = (unsigned short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned short" : + "value too large to convert to unsigned short"); + } + return (unsigned short)-1; + } + return (unsigned short)val; + } + return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { + const unsigned int neg_one = (unsigned int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned int" : + "value too large to convert to unsigned int"); + } + return (unsigned int)-1; + } + return (unsigned int)val; + } + return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { + const char neg_one = (char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to char" : + "value too large to convert to char"); + } + return (char)-1; + } + return (char)val; + } + return (char)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { + const short neg_one = (short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to short" : + "value too large to convert to short"); + } + return (short)-1; + } + return (short)val; + } + return (short)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { + const signed char neg_one = (signed char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed char" : + "value too large to convert to signed char"); + } + return (signed char)-1; + } + return (signed char)val; + } + return (signed char)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { + const signed short neg_one = (signed short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed short" : + "value too large to convert to signed short"); + } + return (signed short)-1; + } + return (signed short)val; + } + return (signed short)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { + const signed int neg_one = (signed int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed int" : + "value too large to convert to signed int"); + } + return (signed int)-1; + } + return (signed int)val; + } + return (signed int)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { + const unsigned long neg_one = (unsigned long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (unsigned long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(unsigned long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(unsigned long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (unsigned long)PyLong_AsLong(x); + } + } else { + unsigned long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned long)-1; + val = __Pyx_PyInt_AsUnsignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { + const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + unsigned PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsUnsignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) { + const long neg_one = (long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + return (long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + return (long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (long)PyLong_AsLong(x); + } + } else { + long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (long)-1; + val = __Pyx_PyInt_AsLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { + const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { + const signed long neg_one = (signed long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed long)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (signed long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(signed long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(signed long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (signed long)PyLong_AsLong(x); + } + } else { + signed long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed long)-1; + val = __Pyx_PyInt_AsSignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { + const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_LONG)val; + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (signed PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + signed PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsSignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = *type; + tstate->exc_value = *value; + tstate->exc_traceback = *tb; +#else + PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); + PyErr_SetExcInfo(*type, *value, *tb); +#endif + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} + +static PyObject *__Pyx_Generator_Next(PyObject *self); +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value); +static PyObject *__Pyx_Generator_Close(PyObject *self); +static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args); +static PyTypeObject *__pyx_GeneratorType = 0; +#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType) +#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) { + PyObject *et, *ev, *tb; + PyObject *value = NULL; + __Pyx_ErrFetch(&et, &ev, &tb); + if (!et) { + Py_XDECREF(tb); + Py_XDECREF(ev); + Py_INCREF(Py_None); + *pvalue = Py_None; + return 0; + } + if (unlikely(et != PyExc_StopIteration) && + unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + if (likely(et == PyExc_StopIteration)) { + if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) { + if (!ev) { + Py_INCREF(Py_None); + ev = Py_None; + } + Py_XDECREF(tb); + Py_DECREF(et); + *pvalue = ev; + return 0; + } + } + PyErr_NormalizeException(&et, &ev, &tb); + if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + Py_XDECREF(tb); + Py_DECREF(et); +#if PY_VERSION_HEX >= 0x030300A0 + value = ((PyStopIterationObject *)ev)->value; + Py_INCREF(value); + Py_DECREF(ev); +#else + { + PyObject* args = PyObject_GetAttr(ev, __pyx_n_s__args); + Py_DECREF(ev); + if (likely(args)) { + value = PyObject_GetItem(args, 0); + Py_DECREF(args); + } + if (unlikely(!value)) { + __Pyx_ErrRestore(NULL, NULL, NULL); + Py_INCREF(Py_None); + value = Py_None; + } + } +#endif + *pvalue = value; + return 0; +} +#endif +static CYTHON_INLINE +void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) { + PyObject *exc_type = self->exc_type; + PyObject *exc_value = self->exc_value; + PyObject *exc_traceback = self->exc_traceback; + self->exc_type = NULL; + self->exc_value = NULL; + self->exc_traceback = NULL; + Py_XDECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_traceback); +} +static CYTHON_INLINE +int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) { + if (unlikely(gen->is_running)) { + PyErr_SetString(PyExc_ValueError, + "generator already executing"); + return 1; + } + return 0; +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) { + PyObject *retval; + assert(!self->is_running); + if (unlikely(self->resume_label == 0)) { + if (unlikely(value && value != Py_None)) { + PyErr_SetString(PyExc_TypeError, + "can't send non-None value to a " + "just-started generator"); + return NULL; + } + } + if (unlikely(self->resume_label == -1)) { + PyErr_SetNone(PyExc_StopIteration); + return NULL; + } + if (value) { +#if CYTHON_COMPILING_IN_PYPY +#else + /* Generators always return to their most recent caller, not + * necessarily their creator. */ + if (self->exc_traceback) { + PyThreadState *tstate = PyThreadState_GET(); + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_XINCREF(tstate->frame); + assert(f->f_back == NULL); + f->f_back = tstate->frame; + } +#endif + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); + } else { + __Pyx_Generator_ExceptionClear(self); + } + self->is_running = 1; + retval = self->body((PyObject *) self, value); + self->is_running = 0; + if (retval) { + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); +#if CYTHON_COMPILING_IN_PYPY +#else + /* Don't keep the reference to f_back any longer than necessary. It + * may keep a chain of frames alive or it could create a reference + * cycle. */ + if (self->exc_traceback) { + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_CLEAR(f->f_back); + } +#endif + } else { + __Pyx_Generator_ExceptionClear(self); + } + return retval; +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) { + PyObject *ret; + PyObject *val = NULL; + __Pyx_Generator_Undelegate(gen); + __Pyx_PyGen_FetchStopIterationValue(&val); + ret = __Pyx_Generator_SendEx(gen, val); + Py_XDECREF(val); + return ret; +} +static PyObject *__Pyx_Generator_Next(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + ret = Py_TYPE(yf)->tp_iternext(yf); + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, Py_None); +} +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Send(yf, value); + } else { + if (value == Py_None) + ret = PyIter_Next(yf); + else + ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s__send, value); + } + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, value); +} +static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) { + PyObject *retval = NULL; + int err = 0; + if (__Pyx_Generator_CheckExact(yf)) { + retval = __Pyx_Generator_Close(yf); + if (!retval) + return -1; + } else { + PyObject *meth; + gen->is_running = 1; + meth = PyObject_GetAttr(yf, __pyx_n_s__close); + if (unlikely(!meth)) { + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_WriteUnraisable(yf); + } + PyErr_Clear(); + } else { + retval = PyObject_CallFunction(meth, NULL); + Py_DECREF(meth); + if (!retval) + err = -1; + } + gen->is_running = 0; + } + Py_XDECREF(retval); + return err; +} +static PyObject *__Pyx_Generator_Close(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject *retval, *raised_exception; + PyObject *yf = gen->yieldfrom; + int err = 0; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + Py_INCREF(yf); + err = __Pyx_Generator_CloseIter(gen, yf); + __Pyx_Generator_Undelegate(gen); + Py_DECREF(yf); + } + if (err == 0) +#if PY_VERSION_HEX < 0x02050000 + PyErr_SetNone(PyExc_StopIteration); +#else + PyErr_SetNone(PyExc_GeneratorExit); +#endif + retval = __Pyx_Generator_SendEx(gen, NULL); + if (retval) { + Py_DECREF(retval); + PyErr_SetString(PyExc_RuntimeError, + "generator ignored GeneratorExit"); + return NULL; + } + raised_exception = PyErr_Occurred(); + if (!raised_exception + || raised_exception == PyExc_StopIteration +#if PY_VERSION_HEX >= 0x02050000 + || raised_exception == PyExc_GeneratorExit + || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit) +#endif + || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration)) + { + if (raised_exception) PyErr_Clear(); /* ignore these errors */ + Py_INCREF(Py_None); + return Py_None; + } + return NULL; +} +static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject *typ; + PyObject *tb = NULL; + PyObject *val = NULL; + PyObject *yf = gen->yieldfrom; + if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) + return NULL; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + Py_INCREF(yf); +#if PY_VERSION_HEX >= 0x02050000 + if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) { + int err = __Pyx_Generator_CloseIter(gen, yf); + Py_DECREF(yf); + __Pyx_Generator_Undelegate(gen); + if (err < 0) + return __Pyx_Generator_SendEx(gen, NULL); + goto throw_here; + } +#endif + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Throw(yf, args); + } else { + PyObject *meth = PyObject_GetAttr(yf, __pyx_n_s__throw); + if (unlikely(!meth)) { + Py_DECREF(yf); + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + gen->is_running = 0; + return NULL; + } + PyErr_Clear(); + __Pyx_Generator_Undelegate(gen); + gen->is_running = 0; + goto throw_here; + } + ret = PyObject_CallObject(meth, args); + Py_DECREF(meth); + } + gen->is_running = 0; + Py_DECREF(yf); + if (!ret) { + ret = __Pyx_Generator_FinishDelegation(gen); + } + return ret; + } +throw_here: + __Pyx_Raise(typ, val, tb, NULL); + return __Pyx_Generator_SendEx(gen, NULL); +} +static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_VISIT(gen->closure); + Py_VISIT(gen->classobj); + Py_VISIT(gen->yieldfrom); + Py_VISIT(gen->exc_type); + Py_VISIT(gen->exc_value); + Py_VISIT(gen->exc_traceback); + return 0; +} +static int __Pyx_Generator_clear(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_CLEAR(gen->closure); + Py_CLEAR(gen->classobj); + Py_CLEAR(gen->yieldfrom); + Py_CLEAR(gen->exc_type); + Py_CLEAR(gen->exc_value); + Py_CLEAR(gen->exc_traceback); + return 0; +} +static void __Pyx_Generator_dealloc(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject_GC_UnTrack(gen); + if (gen->gi_weakreflist != NULL) + PyObject_ClearWeakRefs(self); + PyObject_GC_Track(self); + if (gen->resume_label > 0) { + Py_TYPE(gen)->tp_del(self); + if (self->ob_refcnt > 0) + return; /* resurrected. :( */ + } + PyObject_GC_UnTrack(self); + __Pyx_Generator_clear(self); + PyObject_GC_Del(gen); +} +static void __Pyx_Generator_del(PyObject *self) { + PyObject *res; + PyObject *error_type, *error_value, *error_traceback; + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + if (gen->resume_label <= 0) + return ; + assert(self->ob_refcnt == 0); + self->ob_refcnt = 1; + __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); + res = __Pyx_Generator_Close(self); + if (res == NULL) + PyErr_WriteUnraisable(self); + else + Py_DECREF(res); + __Pyx_ErrRestore(error_type, error_value, error_traceback); + /* Undo the temporary resurrection; can't use DECREF here, it would + * cause a recursive call. + */ + assert(self->ob_refcnt > 0); + if (--self->ob_refcnt == 0) + return; /* this is the normal path out */ + /* close() resurrected it! Make it look like the original Py_DECREF + * never happened. + */ + { + Py_ssize_t refcnt = self->ob_refcnt; + _Py_NewReference(self); + self->ob_refcnt = refcnt; + } +#if CYTHON_COMPILING_IN_CPYTHON + assert(PyType_IS_GC(self->ob_type) && + _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); + /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so + * we need to undo that. */ + _Py_DEC_REFTOTAL; +#endif + /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object + * chain, so no more to do there. + * If COUNT_ALLOCS, the original decref bumped tp_frees, and + * _Py_NewReference bumped tp_allocs: both of those need to be + * undone. + */ +#ifdef COUNT_ALLOCS + --Py_TYPE(self)->tp_frees; + --Py_TYPE(self)->tp_allocs; +#endif +} +static PyMemberDef __pyx_Generator_memberlist[] = { + {(char *) "gi_running", +#if PY_VERSION_HEX >= 0x02060000 + T_BOOL, +#else + T_BYTE, +#endif + offsetof(__pyx_GeneratorObject, is_running), + READONLY, + NULL}, + {0, 0, 0, 0, 0} +}; +static PyMethodDef __pyx_Generator_methods[] = { + {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0}, + {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0}, + {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0}, + {0, 0, 0, 0} +}; +static PyTypeObject __pyx_GeneratorType_type = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("generator"), /*tp_name*/ + sizeof(__pyx_GeneratorObject), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + (destructor) __Pyx_Generator_dealloc,/*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ +#if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ +#else + 0, /*reserved*/ +#endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ + 0, /*tp_doc*/ + (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */ + 0, /*tp_iter*/ + (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/ + __pyx_Generator_methods, /*tp_methods*/ + __pyx_Generator_memberlist, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + 0, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + __Pyx_Generator_del, /*tp_del*/ +#if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ +#endif +}; +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure) { + __pyx_GeneratorObject *gen = + PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type); + if (gen == NULL) + return NULL; + gen->body = body; + gen->closure = closure; + Py_XINCREF(closure); + gen->is_running = 0; + gen->resume_label = 0; + gen->classobj = NULL; + gen->yieldfrom = NULL; + gen->exc_type = NULL; + gen->exc_value = NULL; + gen->exc_traceback = NULL; + gen->gi_weakreflist = NULL; + PyObject_GC_Track(gen); + return gen; +} +static int __pyx_Generator_init(void) { + __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr; + __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter; + if (PyType_Ready(&__pyx_GeneratorType_type)) { + return -1; + } + __pyx_GeneratorType = &__pyx_GeneratorType_type; + return 0; +} + +static int __Pyx_check_binary_version(void) { + char ctversion[4], rtversion[4]; + PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); + PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); + if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { + char message[200]; + PyOS_snprintf(message, sizeof(message), + "compiletime version %s of module '%.100s' " + "does not match runtime version %s", + ctversion, __Pyx_MODULE_NAME, rtversion); + #if PY_VERSION_HEX < 0x02050000 + return PyErr_Warn(NULL, message); + #else + return PyErr_WarnEx(NULL, message, 1); + #endif + } + return 0; +} + +static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) { + PyObject *d = 0; + PyObject *cobj = 0; + union { + void (*fp)(void); + void *p; + } tmp; + d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__"); + if (!d) { + PyErr_Clear(); + d = PyDict_New(); + if (!d) + goto bad; + Py_INCREF(d); + if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0) + goto bad; + } + tmp.fp = f; +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + cobj = PyCapsule_New(tmp.p, sig, 0); +#else + cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0); +#endif + if (!cobj) + goto bad; + if (PyDict_SetItemString(d, name, cobj) < 0) + goto bad; + Py_DECREF(cobj); + Py_DECREF(d); + return 0; +bad: + Py_XDECREF(cobj); + Py_XDECREF(d); + return -1; +} + +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { + int start = 0, mid = 0, end = count - 1; + if (end >= 0 && code_line > entries[end].code_line) { + return count; + } + while (start < end) { + mid = (start + end) / 2; + if (code_line < entries[mid].code_line) { + end = mid; + } else if (code_line > entries[mid].code_line) { + start = mid + 1; + } else { + return mid; + } + } + if (code_line <= entries[mid].code_line) { + return mid; + } else { + return mid + 1; + } +} +static PyCodeObject *__pyx_find_code_object(int code_line) { + PyCodeObject* code_object; + int pos; + if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { + return NULL; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { + return NULL; + } + code_object = __pyx_code_cache.entries[pos].code_object; + Py_INCREF(code_object); + return code_object; +} +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { + int pos, i; + __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; + if (unlikely(!code_line)) { + return; + } + if (unlikely(!entries)) { + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); + if (likely(entries)) { + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = 64; + __pyx_code_cache.count = 1; + entries[0].code_line = code_line; + entries[0].code_object = code_object; + Py_INCREF(code_object); + } + return; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { + PyCodeObject* tmp = entries[pos].code_object; + entries[pos].code_object = code_object; + Py_DECREF(tmp); + return; + } + if (__pyx_code_cache.count == __pyx_code_cache.max_count) { + int new_max = __pyx_code_cache.max_count + 64; + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( + __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry)); + if (unlikely(!entries)) { + return; + } + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = new_max; + } + for (i=__pyx_code_cache.count; i>pos; i--) { + entries[i] = entries[i-1]; + } + entries[pos].code_line = code_line; + entries[pos].code_object = code_object; + __pyx_code_cache.count++; + Py_INCREF(code_object); +} + +#include "compile.h" +#include "frameobject.h" +#include "traceback.h" +static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( + const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyObject *py_srcfile = 0; + PyObject *py_funcname = 0; + #if PY_MAJOR_VERSION < 3 + py_srcfile = PyString_FromString(filename); + #else + py_srcfile = PyUnicode_FromString(filename); + #endif + if (!py_srcfile) goto bad; + if (c_line) { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + #else + py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + #endif + } + else { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromString(funcname); + #else + py_funcname = PyUnicode_FromString(funcname); + #endif + } + if (!py_funcname) goto bad; + py_code = __Pyx_PyCode_New( + 0, /*int argcount,*/ + 0, /*int kwonlyargcount,*/ + 0, /*int nlocals,*/ + 0, /*int stacksize,*/ + 0, /*int flags,*/ + __pyx_empty_bytes, /*PyObject *code,*/ + __pyx_empty_tuple, /*PyObject *consts,*/ + __pyx_empty_tuple, /*PyObject *names,*/ + __pyx_empty_tuple, /*PyObject *varnames,*/ + __pyx_empty_tuple, /*PyObject *freevars,*/ + __pyx_empty_tuple, /*PyObject *cellvars,*/ + py_srcfile, /*PyObject *filename,*/ + py_funcname, /*PyObject *name,*/ + py_line, /*int firstlineno,*/ + __pyx_empty_bytes /*PyObject *lnotab*/ + ); + Py_DECREF(py_srcfile); + Py_DECREF(py_funcname); + return py_code; +bad: + Py_XDECREF(py_srcfile); + Py_XDECREF(py_funcname); + return NULL; +} +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyObject *py_globals = 0; + PyFrameObject *py_frame = 0; + py_code = __pyx_find_code_object(c_line ? c_line : py_line); + if (!py_code) { + py_code = __Pyx_CreateCodeObjectForTraceback( + funcname, c_line, py_line, filename); + if (!py_code) goto bad; + __pyx_insert_code_object(c_line ? c_line : py_line, py_code); + } + py_globals = PyModule_GetDict(__pyx_m); + if (!py_globals) goto bad; + py_frame = PyFrame_New( + PyThreadState_GET(), /*PyThreadState *tstate,*/ + py_code, /*PyCodeObject *code,*/ + py_globals, /*PyObject *globals,*/ + 0 /*PyObject *locals*/ + ); + if (!py_frame) goto bad; + py_frame->f_lineno = py_line; + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { + while (t->p) { + #if PY_MAJOR_VERSION < 3 + if (t->is_unicode) { + *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); + } else if (t->intern) { + *t->p = PyString_InternFromString(t->s); + } else { + *t->p = PyString_FromStringAndSize(t->s, t->n - 1); + } + #else /* Python 3+ has unicode identifiers */ + if (t->is_unicode | t->is_str) { + if (t->intern) { + *t->p = PyUnicode_InternFromString(t->s); + } else if (t->encoding) { + *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); + } else { + *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); + } + } else { + *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); + } + #endif + if (!*t->p) + return -1; + ++t; + } + return 0; +} + +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char* c_str) { + return __Pyx_PyUnicode_FromStringAndSize(c_str, strlen(c_str)); +} +static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) { + Py_ssize_t ignore; + return __Pyx_PyObject_AsStringAndSize(o, &ignore); +} +static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT + if ( +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + __Pyx_sys_getdefaultencoding_not_ascii && +#endif + PyUnicode_Check(o)) { +#if PY_VERSION_HEX < 0x03030000 + char* defenc_c; + PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); + if (!defenc) return NULL; + defenc_c = PyBytes_AS_STRING(defenc); +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + { + char* end = defenc_c + PyBytes_GET_SIZE(defenc); + char* c; + for (c = defenc_c; c < end; c++) { + if ((unsigned char) (*c) >= 128) { + PyUnicode_AsASCIIString(o); + return NULL; + } + } + } +#endif /*__PYX_DEFAULT_STRING_ENCODING_IS_ASCII*/ + *length = PyBytes_GET_SIZE(defenc); + return defenc_c; +#else /* PY_VERSION_HEX < 0x03030000 */ + if (PyUnicode_READY(o) == -1) return NULL; +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + if (PyUnicode_IS_ASCII(o)) { + *length = PyUnicode_GET_DATA_SIZE(o); + return PyUnicode_AsUTF8(o); + } else { + PyUnicode_AsASCIIString(o); + return NULL; + } +#else /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ + return PyUnicode_AsUTF8AndSize(o, length); +#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ +#endif /* PY_VERSION_HEX < 0x03030000 */ + } else +#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT */ + { + char* result; + int r = PyBytes_AsStringAndSize(o, &result, length); + if (r < 0) { + return NULL; + } else { + return result; + } + } +} +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { + int is_true = x == Py_True; + if (is_true | (x == Py_False) | (x == Py_None)) return is_true; + else return PyObject_IsTrue(x); +} +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { + PyNumberMethods *m; + const char *name = NULL; + PyObject *res = NULL; +#if PY_MAJOR_VERSION < 3 + if (PyInt_Check(x) || PyLong_Check(x)) +#else + if (PyLong_Check(x)) +#endif + return Py_INCREF(x), x; + m = Py_TYPE(x)->tp_as_number; +#if PY_MAJOR_VERSION < 3 + if (m && m->nb_int) { + name = "int"; + res = PyNumber_Int(x); + } + else if (m && m->nb_long) { + name = "long"; + res = PyNumber_Long(x); + } +#else + if (m && m->nb_int) { + name = "int"; + res = PyNumber_Long(x); + } +#endif + if (res) { +#if PY_MAJOR_VERSION < 3 + if (!PyInt_Check(res) && !PyLong_Check(res)) { +#else + if (!PyLong_Check(res)) { +#endif + PyErr_Format(PyExc_TypeError, + "__%s__ returned non-%s (type %.200s)", + name, name, Py_TYPE(res)->tp_name); + Py_DECREF(res); + return NULL; + } + } + else if (!PyErr_Occurred()) { + PyErr_SetString(PyExc_TypeError, + "an integer is required"); + } + return res; +} +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { + Py_ssize_t ival; + PyObject* x = PyNumber_Index(b); + if (!x) return -1; + ival = PyInt_AsSsize_t(x); + Py_DECREF(x); + return ival; +} +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { +#if PY_VERSION_HEX < 0x02050000 + if (ival <= LONG_MAX) + return PyInt_FromLong((long)ival); + else { + unsigned char *bytes = (unsigned char *) &ival; + int one = 1; int little = (int)*(unsigned char*)&one; + return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); + } +#else + return PyInt_FromSize_t(ival); +#endif +} +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { + unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); + if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { + if ((val != (unsigned PY_LONG_LONG)-1) || !PyErr_Occurred()) + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to size_t"); + return (size_t)-1; + } + return (size_t)val; +} + + +#endif /* Py_PYTHON_H */ diff --git a/python/cdec/sa/_sa.pxd b/python/cdec/sa/_sa.pxd new file mode 100644 index 00000000..f1cd8e29 --- /dev/null +++ b/python/cdec/sa/_sa.pxd @@ -0,0 +1,45 @@ +from libc.stdio cimport FILE + +cdef class FloatList: + cdef int size + cdef int increment + cdef int len + cdef float* arr + cdef void set(self, int i, float v) + cdef void write_handle(self, FILE* f) + cdef void read_handle(self, FILE* f) + +cdef class IntList: + cdef int size + cdef int increment + cdef int len + cdef int* arr + cdef void set(self, int i, int val) + cdef void _append(self, int val) + cdef void _extend(self, IntList other) + cdef void _extend_arr(self, int* other, int other_len) + cdef void _clear(self) + cdef void write_handle(self, FILE* f) + cdef void read_handle(self, FILE* f) + +cdef class FeatureVector: + cdef IntList names + cdef FloatList values + +cdef class Phrase: + cdef int *syms + cdef int n, *varpos, n_vars + cdef public int chunkpos(self, int k) + cdef public int chunklen(self, int k) + +cdef class Rule: + cdef int lhs + cdef readonly Phrase f, e + cdef FeatureVector scores + cdef int n_scores + cdef word_alignments + +cdef char* sym_tostring(int sym) +cdef char* sym_tocat(int sym) +cdef int sym_isvar(int sym) +cdef int sym_getindex(int sym) diff --git a/python/cdec/sa/_sa.pyx b/python/cdec/sa/_sa.pyx new file mode 100644 index 00000000..4716d174 --- /dev/null +++ b/python/cdec/sa/_sa.pyx @@ -0,0 +1,30 @@ +import logging +import resource +import gzip + +def monitor_cpu(): + return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ + resource.getrusage(resource.RUSAGE_SELF).ru_stime) + +def gzip_or_text(char* filename): + if filename.endswith('.gz'): + return gzip.GzipFile(filename) + else: + return open(filename) + +logger = logging.getLogger('cdec.sa') + +include "float_list.pxi" +include "int_list.pxi" +include "str_map.pxi" +include "data_array.pxi" +include "alignment.pxi" +include "bilex.pxi" +include "veb.pxi" +include "lcp.pxi" +include "sym.pxi" +include "rule.pxi" +include "precomputation.pxi" +include "suffix_array.pxi" +include "rulefactory.pxi" +include "features.pxi" diff --git a/python/cdec/sa/alignment.pxi b/python/cdec/sa/alignment.pxi new file mode 100644 index 00000000..295697f9 --- /dev/null +++ b/python/cdec/sa/alignment.pxi @@ -0,0 +1,106 @@ +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free + +# Note: Callison-Burch uses short instead of int. +# We have the space for our corpus, so this is not a problem; +# May need to revisit if things get really tight, though. + +cdef int ALIGNMENT_CODE = 1 << 16 + +cdef class Alignment: + cdef IntList links + cdef IntList sent_index + + cdef int link(self, int i, int j): + """Integerizes an alignment link pair""" + return i * ALIGNMENT_CODE + j + + def unlink(self, link): + """De-integerizes an alignment link pair""" + return (link / ALIGNMENT_CODE, link % ALIGNMENT_CODE) + + cdef _unlink(self, int link, int* f, int* e): + f[0] = link / ALIGNMENT_CODE + e[0] = link % ALIGNMENT_CODE + + def get_sent_links(self, int sent_id): + cdef IntList sent_links + cdef int* arr + cdef int arr_len + sent_links = IntList() + arr = self._get_sent_links(sent_id, &arr_len) + sent_links._extend_arr(arr, arr_len*2) + free(arr) + return sent_links + + cdef int* _get_sent_links(self, int sent_id, int* num_links): + cdef int* sent_links + cdef int i, start, end + start = self.sent_index.arr[sent_id] + end = self.sent_index.arr[sent_id+1] + num_links[0] = end - start + sent_links = malloc(2*num_links[0]*sizeof(int)) + for i from 0 <= i < num_links[0]: + self._unlink(self.links.arr[start + i], sent_links + (2*i), sent_links + (2*i) + 1) + return sent_links + + def __cinit__(self, from_binary=None, from_text=None): + self.links = IntList(1000,1000) + self.sent_index = IntList(1000,1000) + if from_binary: + self.read_binary(from_binary) + elif from_text: + self.read_text(from_text) + + def read_text(self, char* filename): + with gzip_or_text(filename) as f: + for line in f: + self.sent_index.append(len(self.links)) + pairs = line.split() + for pair in pairs: + (i, j) = map(int, pair.split('-')) + self.links.append(self.link(i, j)) + self.sent_index.append(len(self.links)) + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.links.read_handle(f) + self.sent_index.read_handle(f) + fclose(f) + + def write_text(self, char* filename): + with open(filename, "w") as f: + sent_num = 0 + for i, link in enumerate(self.links): + while i >= self.sent_index[sent_num]: + f.write("\n") + sent_num = sent_num + 1 + f.write("%d-%d " % self.unlink(link)) + f.write("\n") + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.links.write_handle(f) + self.sent_index.write_handle(f) + fclose(f) + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + for link in self.links: + f.write("%d " % link) + f.write("\n") + for i in self.sent_index: + f.write("%d " % i) + f.write("\n") + + def alignment(self, i): + """Return all (e,f) pairs for sentence i""" + cdef int j, start, end + result = [] + start = self.sent_index.arr[i] + end = self.sent_index.arr[i+1] + for j from start <= j < end: + result.append(self.unlink(self.links.arr[j])) + return result diff --git a/python/cdec/sa/bilex.pxi b/python/cdec/sa/bilex.pxi new file mode 100644 index 00000000..44bc0ce6 --- /dev/null +++ b/python/cdec/sa/bilex.pxi @@ -0,0 +1,413 @@ +# defines bilexical dictionaries in C, with some convenience methods +# for reading arrays directly as globs directly from disk. +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, strcpy + +cdef struct _node: + _node* smaller + _node* bigger + int key + int val + +cdef _node* new_node(int key): + cdef _node* n + n = <_node*> malloc(sizeof(_node)) + n.smaller = NULL + n.bigger = NULL + n.key = key + n.val = 0 + return n + + +cdef del_node(_node* n): + if n.smaller != NULL: + del_node(n.smaller) + if n.bigger != NULL: + del_node(n.bigger) + free(n) + +cdef int* get_val(_node* n, int key): + if key == n.key: + return &n.val + elif key < n.key: + if n.smaller == NULL: + n.smaller = new_node(key) + return &(n.smaller.val) + return get_val(n.smaller, key) + else: + if n.bigger == NULL: + n.bigger = new_node(key) + return &(n.bigger.val) + return get_val(n.bigger, key) + + +cdef class BiLex: + cdef FloatList col1 + cdef FloatList col2 + cdef IntList f_index + cdef IntList e_index + cdef id2eword, id2fword, eword2id, fword2id + + def __cinit__(self, from_text=None, from_data=False, from_binary=None, + earray=None, fsarray=None, alignment=None): + self.id2eword = [] + self.id2fword = [] + self.eword2id = {} + self.fword2id = {} + self.e_index = IntList() + self.f_index = IntList() + self.col1 = FloatList() + self.col2 = FloatList() + if from_binary: + self.read_binary(from_binary) + elif from_data: + self.compute_from_data(fsarray, earray, alignment) + else: + self.read_text(from_text) + + + cdef compute_from_data(self, SuffixArray fsa, DataArray eda, Alignment aa): + cdef int sent_id, num_links, l, i, j, f_i, e_j, I, J, V_E, V_F, num_pairs + cdef int *fsent, *esent, *alignment, *links, *ealigned, *faligned + cdef _node** dict + cdef int *fmargin, *emargin, *count + cdef int null_word + + null_word = 0 + for word in fsa.darray.id2word: # I miss list comprehensions + self.id2fword.append(word) + self.id2fword[null_word] = "NULL" + for id, word in enumerate(self.id2fword): + self.fword2id[word] = id + + for word in eda.id2word: + self.id2eword.append(word) + self.id2eword[null_word] = "NULL" + for id, word in enumerate(self.id2eword): + self.eword2id[word] = id + + num_pairs = 0 + + V_E = len(eda.id2word) + V_F = len(fsa.darray.id2word) + fmargin = malloc(V_F*sizeof(int)) + emargin = malloc(V_E*sizeof(int)) + memset(fmargin, 0, V_F*sizeof(int)) + memset(emargin, 0, V_E*sizeof(int)) + + dict = <_node**> malloc(V_F*sizeof(_node*)) + memset(dict, 0, V_F*sizeof(_node*)) + + num_sents = len(fsa.darray.sent_index) + for sent_id from 0 <= sent_id < num_sents-1: + + fsent = fsa.darray.data.arr + fsa.darray.sent_index.arr[sent_id] + I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1 + faligned = malloc(I*sizeof(int)) + memset(faligned, 0, I*sizeof(int)) + + esent = eda.data.arr + eda.sent_index.arr[sent_id] + J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1 + ealigned = malloc(J*sizeof(int)) + memset(ealigned, 0, J*sizeof(int)) + + links = aa._get_sent_links(sent_id, &num_links) + + for l from 0 <= l < num_links: + i = links[l*2] + j = links[l*2+1] + if i >= I or j >= J: + raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) + f_i = fsent[i] + e_j = esent[j] + fmargin[f_i] = fmargin[f_i]+1 + emargin[e_j] = emargin[e_j]+1 + if dict[f_i] == NULL: + dict[f_i] = new_node(e_j) + dict[f_i].val = 1 + num_pairs = num_pairs + 1 + else: + count = get_val(dict[f_i], e_j) + if count[0] == 0: + num_pairs = num_pairs + 1 + count[0] = count[0] + 1 + # add count + faligned[i] = 1 + ealigned[j] = 1 + for i from 0 <= i < I: + if faligned[i] == 0: + f_i = fsent[i] + fmargin[f_i] = fmargin[f_i] + 1 + emargin[null_word] = emargin[null_word] + 1 + if dict[f_i] == NULL: + dict[f_i] = new_node(null_word) + dict[f_i].val = 1 + num_pairs = num_pairs + 1 + else: + count = get_val(dict[f_i], null_word) + if count[0] == 0: + num_pairs = num_pairs + 1 + count[0] = count[0] + 1 + for j from 0 <= j < J: + if ealigned[j] == 0: + e_j = esent[j] + fmargin[null_word] = fmargin[null_word] + 1 + emargin[e_j] = emargin[e_j] + 1 + if dict[null_word] == NULL: + dict[null_word] = new_node(e_j) + dict[null_word].val = 1 + num_pairs = num_pairs + 1 + else: + count = get_val(dict[null_word], e_j) + if count[0] == 0: + num_pairs = num_pairs + 1 + count[0] = count[0] + 1 + free(links) + free(faligned) + free(ealigned) + self.f_index = IntList(initial_len=V_F) + self.e_index = IntList(initial_len=num_pairs) + self.col1 = FloatList(initial_len=num_pairs) + self.col2 = FloatList(initial_len=num_pairs) + + num_pairs = 0 + for i from 0 <= i < V_F: + #self.f_index[i] = num_pairs + self.f_index.set(i, num_pairs) + if dict[i] != NULL: + self._add_node(dict[i], &num_pairs, float(fmargin[i]), emargin) + del_node(dict[i]) + free(fmargin) + free(emargin) + free(dict) + return + + + cdef _add_node(self, _node* n, int* num_pairs, float fmargin, int* emargin): + cdef int loc + if n.smaller != NULL: + self._add_node(n.smaller, num_pairs, fmargin, emargin) + loc = num_pairs[0] + self.e_index.set(loc, n.key) + self.col1.set(loc, float(n.val)/fmargin) + self.col2.set(loc, float(n.val)/float(emargin[n.key])) + num_pairs[0] = loc + 1 + if n.bigger != NULL: + self._add_node(n.bigger, num_pairs, fmargin, emargin) + + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.f_index.write_handle(f) + self.e_index.write_handle(f) + self.col1.write_handle(f) + self.col2.write_handle(f) + self.write_wordlist(self.id2fword, f) + self.write_wordlist(self.id2eword, f) + fclose(f) + + + cdef write_wordlist(self, wordlist, FILE* f): + cdef int word_len + cdef int num_words + + num_words = len(wordlist) + fwrite(&(num_words), sizeof(int), 1, f) + for word in wordlist: + word_len = len(word) + 1 + fwrite(&(word_len), sizeof(int), 1, f) + fwrite(word, sizeof(char), word_len, f) + + + cdef read_wordlist(self, word2id, id2word, FILE* f): + cdef int num_words + cdef int word_len + cdef char* word + + fread(&(num_words), sizeof(int), 1, f) + for i from 0 <= i < num_words: + fread(&(word_len), sizeof(int), 1, f) + word = malloc (word_len * sizeof(char)) + fread(word, sizeof(char), word_len, f) + word2id[word] = len(id2word) + id2word.append(word) + free(word) + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.f_index.read_handle(f) + self.e_index.read_handle(f) + self.col1.read_handle(f) + self.col2.read_handle(f) + self.read_wordlist(self.fword2id, self.id2fword, f) + self.read_wordlist(self.eword2id, self.id2eword, f) + fclose(f) + + + def get_e_id(self, eword): + if eword not in self.eword2id: + e_id = len(self.id2eword) + self.id2eword.append(eword) + self.eword2id[eword] = e_id + return self.eword2id[eword] + + + def get_f_id(self, fword): + if fword not in self.fword2id: + f_id = len(self.id2fword) + self.id2fword.append(fword) + self.fword2id[fword] = f_id + return self.fword2id[fword] + + + def read_text(self, char* filename): + cdef i, j, w, e_id, f_id, n_f, n_e, N + cdef IntList fcount + + fcount = IntList() + with gzip_or_text(filename) as f: + # first loop merely establishes size of array objects + for line in f: + (fword, eword, score1, score2) = line.split() + f_id = self.get_f_id(fword) + e_id = self.get_e_id(eword) + while f_id >= len(fcount): + fcount.append(0) + fcount.arr[f_id] = fcount.arr[f_id] + 1 + + # Allocate space for dictionary in arrays + N = 0 + n_f = len(fcount) + self.f_index = IntList(initial_len=n_f+1) + for i from 0 <= i < n_f: + self.f_index.arr[i] = N + N = N + fcount.arr[i] + fcount.arr[i] = 0 + self.f_index.arr[n_f] = N + self.e_index = IntList(initial_len=N) + self.col1 = FloatList(initial_len=N) + self.col2 = FloatList(initial_len=N) + + # Re-read file, placing words into buckets + f.seek(0) + for line in f: + (fword, eword, score1, score2) = line.split() + f_id = self.get_f_id(fword) + e_id = self.get_e_id(eword) + index = self.f_index.arr[f_id] + fcount.arr[f_id] + fcount.arr[f_id] = fcount.arr[f_id] + 1 + self.e_index.arr[index] = int(e_id) + self.col1[index] = float(score1) + self.col2[index] = float(score2) + + # Sort buckets by eword + for b from 0 <= b < n_f: + i = self.f_index.arr[b] + j = self.f_index.arr[b+1] + self.qsort(i,j, "") + + + cdef swap(self, int i, int j): + cdef int itmp + cdef float ftmp + + if i == j: + return + + itmp = self.e_index.arr[i] + self.e_index.arr[i] = self.e_index.arr[j] + self.e_index.arr[j] = itmp + + ftmp = self.col1.arr[i] + self.col1.arr[i] = self.col1.arr[j] + self.col1.arr[j] = ftmp + + ftmp = self.col2.arr[i] + self.col2.arr[i] = self.col2.arr[j] + self.col2.arr[j] = ftmp + + + cdef qsort(self, int i, int j, pad): + cdef int pval, p + + if i > j: + raise Exception("Sort error in CLex") + if i == j: #empty interval + return + if i == j-1: # singleton interval + return + + p = (i+j)/2 + pval = self.e_index.arr[p] + self.swap(i, p) + p = i + for k from i+1 <= k < j: + if pval >= self.e_index.arr[k]: + self.swap(p+1, k) + self.swap(p, p+1) + p = p + 1 + self.qsort(i,p, pad+" ") + self.qsort(p+1,j, pad+" ") + + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + for i in self.f_index: + f.write("%d " % i) + f.write("\n") + for i, s1, s2 in zip(self.e_index, self.col1, self.col2): + f.write("%d %f %f " % (i, s1, s2)) + f.write("\n") + for i, w in enumerate(self.id2fword): + f.write("%d %s " % (i, w)) + f.write("\n") + for i, w in enumerate(self.id2eword): + f.write("%d %s " % (i, w)) + f.write("\n") + + + def get_score(self, fword, eword, col): + cdef e_id, f_id, low, high, midpoint, val + + if eword not in self.eword2id: + return None + if fword not in self.fword2id: + return None + f_id = self.fword2id[fword] + e_id = self.eword2id[eword] + low = self.f_index.arr[f_id] + high = self.f_index.arr[f_id+1] + while high - low > 0: + midpoint = (low+high)/2 + val = self.e_index.arr[midpoint] + if val == e_id: + if col == 0: + return self.col1.arr[midpoint] + if col == 1: + return self.col2.arr[midpoint] + if val > e_id: + high = midpoint + if val < e_id: + low = midpoint + 1 + return None + + + def write_text(self, char* filename): + """Note: does not guarantee writing the dictionary in the original order""" + cdef i, N, e_id, f_id + + with open(filename, "w") as f: + N = len(self.e_index) + f_id = 0 + for i from 0 <= i < N: + while self.f_index.arr[f_id+1] == i: + f_id = f_id + 1 + e_id = self.e_index.arr[i] + score1 = self.col1.arr[i] + score2 = self.col2.arr[i] + f.write("%s %s %.6f %.6f\n" % (self.id2fword[f_id], self.id2eword[e_id], score1, score2)) diff --git a/python/cdec/sa/compile.py b/python/cdec/sa/compile.py new file mode 100644 index 00000000..d4cd8387 --- /dev/null +++ b/python/cdec/sa/compile.py @@ -0,0 +1,132 @@ +#!/usr/bin/env python +import argparse +import os +import logging +import cdec.configobj +import cdec.sa +from cdec.sa._sa import monitor_cpu +import sys + +MAX_PHRASE_LENGTH = 4 +def precompute(f_sa, max_len, max_nt, max_size, min_gap, rank1, rank2, tight_phrases): + lcp = cdec.sa.LCP(f_sa) + stats = sorted(lcp.compute_stats(MAX_PHRASE_LENGTH), reverse=True) + precomp = cdec.sa.Precomputation(from_stats=stats, + fsarray=f_sa, + precompute_rank=rank1, + precompute_secondary_rank=rank2, + max_length=max_len, + max_nonterminals=max_nt, + train_max_initial_size=max_size, + train_min_gap_size=min_gap) + return precomp + +def main(): + preprocess_start_time = monitor_cpu() + sys.setrecursionlimit(sys.getrecursionlimit() * 100) + + logging.basicConfig(level=logging.INFO) + logger = logging.getLogger('cdec.sa.compile') + parser = argparse.ArgumentParser(description='Compile a corpus into a suffix array.') + parser.add_argument('--maxnt', '-n', type=int, default=2, + help='Maximum number of non-terminal symbols') + parser.add_argument('--maxlen', '-l', type=int, default=5, + help='Maximum number of terminals') + parser.add_argument('--maxsize', '-s', type=int, default=15, + help='Maximum rule span') + parser.add_argument('--mingap', '-g', type=int, default=1, + help='Minimum gap size') + parser.add_argument('--rank1', '-r1', type=int, default=100, + help='Number of pre-computed frequent patterns') + parser.add_argument('--rank2', '-r2', type=int, default=10, + help='Number of pre-computed super-frequent patterns)') + parser.add_argument('--loose', action='store_true', + help='Enable loose phrase extraction (default: tight)') + parser.add_argument('-c', '--config', default='/dev/stdout', + help='Output configuration') + parser.add_argument('-f', '--source', + help='Source language corpus') + parser.add_argument('-e', '--target', + help='Target language corpus') + parser.add_argument('-b', '--bitext', + help='Parallel text (source ||| target)') + parser.add_argument('-a', '--alignment', required=True, + help='Bitext word alignment') + parser.add_argument('-o', '--output', required=True, + help='Output path') + args = parser.parse_args() + + if not ((args.source and args.target) or args.bitext): + parser.error('a parallel corpus is required\n' + '\tuse -f (source) with -e (target) or -b (bitext)') + + param_names = ('max_len', 'max_nt', 'max_size', 'min_gap', + 'rank1', 'rank2', 'tight_phrases') + params = (args.maxlen, args.maxnt, args.maxsize, args.mingap, + args.rank1, args.rank2, not args.loose) + + if not os.path.exists(args.output): + os.mkdir(args.output) + + f_sa_bin = os.path.join(args.output, 'f.sa.bin') + e_bin = os.path.join(args.output, 'e.bin') + precomp_file = 'precomp.{0}.{1}.{2}.{3}.{4}.{5}.bin'.format(*params) + precomp_bin = os.path.join(args.output, precomp_file) + a_bin = os.path.join(args.output, 'a.bin') + lex_bin = os.path.join(args.output, 'lex.bin') + + start_time = monitor_cpu() + logger.info('Compiling source suffix array') + if args.bitext: + f_sa = cdec.sa.SuffixArray(from_text=args.bitext, side='source') + else: + f_sa = cdec.sa.SuffixArray(from_text=args.source) + f_sa.write_binary(f_sa_bin) + stop_time = monitor_cpu() + logger.info('Compiling source suffix array took %f seconds', stop_time - start_time) + + start_time = monitor_cpu() + logger.info('Compiling target data array') + if args.bitext: + e = cdec.sa.DataArray(from_text=args.bitext, side='target') + else: + e = cdec.sa.DataArray(from_text=args.target) + e.write_binary(e_bin) + stop_time = monitor_cpu() + logger.info('Compiling target data array took %f seconds', stop_time - start_time) + + start_time = monitor_cpu() + logger.info('Precomputing frequent phrases') + precompute(f_sa, *params).write_binary(precomp_bin) + stop_time = monitor_cpu() + logger.info('Compiling precomputations took %f seconds', stop_time - start_time) + + start_time = monitor_cpu() + logger.info('Compiling alignment') + a = cdec.sa.Alignment(from_text=args.alignment) + a.write_binary(a_bin) + stop_time = monitor_cpu() + logger.info('Compiling alignment took %f seonds', stop_time - start_time) + + start_time = monitor_cpu() + logger.info('Compiling bilexical dictionary') + lex = cdec.sa.BiLex(from_data=True, alignment=a, earray=e, fsarray=f_sa) + lex.write_binary(lex_bin) + stop_time = monitor_cpu() + logger.info('Compiling bilexical dictionary took %f seconds', stop_time - start_time) + + # Write configuration + config = cdec.configobj.ConfigObj(args.config, unrepr=True) + config['f_sa_file'] = os.path.abspath(f_sa_bin) + config['e_file'] = os.path.abspath(e_bin) + config['a_file'] = os.path.abspath(a_bin) + config['lex_file'] = os.path.abspath(lex_bin) + config['precompute_file'] = os.path.abspath(precomp_bin) + for name, value in zip(param_names, params): + config[name] = value + config.write() + preprocess_stop_time = monitor_cpu() + logger.info('Overall preprocessing step took %f seconds', preprocess_stop_time - preprocess_start_time) + +if __name__ == '__main__': + main() diff --git a/python/cdec/sa/data_array.pxi b/python/cdec/sa/data_array.pxi new file mode 100644 index 00000000..2a8ea921 --- /dev/null +++ b/python/cdec/sa/data_array.pxi @@ -0,0 +1,157 @@ +# Defines "data arrays" that can be directly written to/read from disk in binary format +# In particular, the array itself is written/read directly as a glob of binary data +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, strcpy + +cdef class DataArray: + cdef public word2id + cdef public id2word + cdef public IntList data + cdef public IntList sent_id + cdef public IntList sent_index + cdef bint use_sent_id + + def __cinit__(self, from_binary=None, from_text=None, side=None, bint use_sent_id=False): + self.word2id = {"END_OF_FILE":0, "END_OF_LINE":1} + self.id2word = ["END_OF_FILE", "END_OF_LINE"] + self.data = IntList(1000,1000) + self.sent_id = IntList(1000,1000) + self.sent_index = IntList(1000,1000) + self.use_sent_id = use_sent_id + if from_binary: + self.read_binary(from_binary) + elif from_text: + if side: + self.read_bitext(from_text, (0 if side == 'source' else 1)) + else: + self.read_text(from_text) + + def __len__(self): + return len(self.data) + + def get_sentence_id(self, i): + return self.sent_id.arr[i] + + def get_sentence(self, i): + cdef int j, start, stop + sent = [] + start = self.sent_index.arr[i] + stop = self.sent_index.arr[i+1] + for i from start <= i < stop: + sent.append(self.id2word[self.data.arr[i]]) + return sent + + def get_id(self, word): + if not word in self.word2id: + self.word2id[word] = len(self.id2word) + self.id2word.append(word) + return self.word2id[word] + + def __getitem__(self, loc): + return self.id2word[self.data.arr[loc]] + + def get_sentence_bounds(self, loc): + cdef int sid = self.sent_id.arr[loc] + return (self.sent_index.arr[sid], self.sent_index.arr[sid+1]) + + def write_text(self, char* filename): + with open(filename, "w") as f: + for w_id in self.data: + if w_id > 1: + f.write("%s " % self.get_word(w_id)) + if w_id == 1: + f.write("\n") + + def read_text(self, char* filename): + with gzip_or_text(filename) as fp: + self.read_text_data(fp) + + def read_bitext(self, char* filename, int side): + with gzip_or_text(filename) as fp: + data = (line.split(' ||| ')[side] for line in fp) + self.read_text_data(data) + + def read_text_data(self, data): + cdef int word_count = 0 + for line_num, line in enumerate(data): + self.sent_index.append(word_count) + for word in line.split(): + self.data.append(self.get_id(word)) + if self.use_sent_id: + self.sent_id.append(line_num) + word_count = word_count + 1 + self.data.append(1) + if self.use_sent_id: + self.sent_id.append(line_num) + word_count = word_count + 1 + self.data.append(0) + self.sent_index.append(word_count) + + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.read_handle(f) + fclose(f) + + cdef void read_handle(self, FILE* f): + cdef int num_words, word_len + cdef unsigned i + cdef char* word + + self.data.read_handle(f) + self.sent_index.read_handle(f) + self.sent_id.read_handle(f) + fread(&(num_words), sizeof(int), 1, f) + for i in range(num_words): + fread(&(word_len), sizeof(int), 1, f) + word = malloc (word_len * sizeof(char)) + fread(word, sizeof(char), word_len, f) + self.word2id[word] = len(self.id2word) + self.id2word.append(word) + free(word) + if len(self.sent_id) == 0: + self.use_sent_id = False + else: + self.use_sent_id = True + + cdef void write_handle(self, FILE* f): + cdef int word_len + cdef int num_words + + self.data.write_handle(f) + self.sent_index.write_handle(f) + self.sent_id.write_handle(f) + num_words = len(self.id2word) - 2 + fwrite(&(num_words), sizeof(int), 1, f) + for word in self.id2word[2:]: + word_len = len(word) + 1 + fwrite(&(word_len), sizeof(int), 1, f) + fwrite(word, sizeof(char), word_len, f) + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.write_handle(f) + fclose(f) + + def write_enhanced_handle(self, f): + for i in self.data: + f.write("%d " %i) + f.write("\n") + for i in self.sent_index: + f.write("%d " %i) + f.write("\n") + for i in self.sent_id: + f.write("%d " %i) + f.write("\n") + for word in self.id2word: + f.write("%s %d " % (word, self.word2id[word])) + f.write("\n") + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + self.write_enhanced_handle(self, f) diff --git a/python/cdec/sa/extract.py b/python/cdec/sa/extract.py new file mode 100644 index 00000000..b6502c52 --- /dev/null +++ b/python/cdec/sa/extract.py @@ -0,0 +1,113 @@ +#!/usr/bin/env python +import sys +import os +import re +import gzip +import argparse +import logging +import signal +import multiprocessing as mp +import cdec.sa +from cdec.sa._sa import monitor_cpu + +extractor, prefix = None, None +online, compress = False, False + +def make_extractor(args): + global extractor, prefix, online, compress + signal.signal(signal.SIGINT, signal.SIG_IGN) # Let parent process catch Ctrl+C + load_features(args.features) + extractor = cdec.sa.GrammarExtractor(args.config, online) + prefix = args.grammars + online = args.online + compress = args.compress + +def load_features(features): + for featdef in features: + logging.info('Loading additional feature definitions from %s', featdef) + prefix = os.path.dirname(featdef) + sys.path.append(prefix) + __import__(os.path.basename(featdef).replace('.py', '')) + sys.path.remove(prefix) + +def extract(inp): + global extractor, prefix, online, compress + i, sentence = inp + sentence = sentence[:-1] + fields = re.split('\s*\|\|\|\s*', sentence) + suffix = '' + # 3 fields for online mode, 1 for normal + if online: + if len(fields) < 3: + sys.stderr.write('Error: online mode requires references and alignments.' + ' Not adding sentence to training data: {}\n'.format(sentence)) + sentence = fields[0] + else: + sentence, reference, alignment = fields[0:3] + if len(fields) > 3: + suffix = ' ||| ' + ' ||| '.join(fields[3:]) + else: + if len(fields) > 1: + sentence = fields[0] + suffix = ' ||| ' + ' ||| '.join(fields[1:]) + + grammar_file = os.path.join(prefix, 'grammar.'+str(i)) + if compress: grammar_file += '.gz' + with (gzip.open if compress else open)(grammar_file, 'w') as output: + for rule in extractor.grammar(sentence): + output.write(str(rule)+'\n') + # Add training instance _after_ extracting grammars + if online: + extractor.add_instance(sentence, reference, alignment) + grammar_file = os.path.abspath(grammar_file) + return '{}{}'.format(grammar_file, i, sentence, suffix) + +def main(): + global online + logging.basicConfig(level=logging.INFO) + parser = argparse.ArgumentParser(description='Extract grammars from a compiled corpus.') + parser.add_argument('-c', '--config', required=True, + help='extractor configuration') + parser.add_argument('-g', '--grammars', required=True, + help='grammar output path') + parser.add_argument('-j', '--jobs', type=int, default=1, + help='number of parallel extractors') + parser.add_argument('-s', '--chunksize', type=int, default=10, + help='number of sentences / chunk') + parser.add_argument('-f', '--features', nargs='*', default=[], + help='additional feature definitions') + parser.add_argument('-o', '--online', action='store_true', + help='online grammar extraction') + parser.add_argument('-z', '--compress', action='store_true', + help='compress grammars with gzip') + args = parser.parse_args() + + if not os.path.exists(args.grammars): + os.mkdir(args.grammars) + for featdef in args.features: + if not featdef.endswith('.py'): + sys.stderr.write('Error: feature definition file <{}>' + ' should be a python module\n'.format(featdef)) + sys.exit(1) + + online = args.online + + start_time = monitor_cpu() + if args.jobs > 1: + logging.info('Starting %d workers; chunk size: %d', args.jobs, args.chunksize) + pool = mp.Pool(args.jobs, make_extractor, (args,)) + try: + for output in pool.imap(extract, enumerate(sys.stdin), args.chunksize): + print(output) + except KeyboardInterrupt: + pool.terminate() + else: + make_extractor(args) + for output in map(extract, enumerate(sys.stdin)): + print(output) + + stop_time = monitor_cpu() + logging.info("Overall extraction step took %f seconds", stop_time - start_time) + +if __name__ == '__main__': + main() diff --git a/python/cdec/sa/extractor.py b/python/cdec/sa/extractor.py new file mode 100644 index 00000000..acc13cbc --- /dev/null +++ b/python/cdec/sa/extractor.py @@ -0,0 +1,106 @@ +from itertools import chain +import os, sys +import cdec.configobj +from cdec.sa.features import EgivenFCoherent, SampleCountF, CountEF,\ + MaxLexEgivenF, MaxLexFgivenE, IsSingletonF, IsSingletonFE,\ + IsSupportedOnline +import cdec.sa + +# maximum span of a grammar rule in TEST DATA +MAX_INITIAL_SIZE = 15 + +class GrammarExtractor: + def __init__(self, config, online=False, features=None): + if isinstance(config, basestring): + if not os.path.exists(config): + raise IOError('cannot read configuration from {0}'.format(config)) + config = cdec.configobj.ConfigObj(config, unrepr=True) + alignment = cdec.sa.Alignment(from_binary=config['a_file']) + self.factory = cdec.sa.HieroCachingRuleFactory( + # compiled alignment object (REQUIRED) + alignment, + # name of generic nonterminal used by Hiero + category="[X]", + # maximum number of contiguous chunks of terminal symbols in RHS of a rule + max_chunks=config['max_nt']+1, + # maximum span of a grammar rule in TEST DATA + max_initial_size=MAX_INITIAL_SIZE, + # maximum number of symbols (both T and NT) allowed in a rule + max_length=config['max_len'], + # maximum number of nonterminals allowed in a rule (set >2 at your own risk) + max_nonterminals=config['max_nt'], + # maximum number of contiguous chunks of terminal symbols + # in target-side RHS of a rule. + max_target_chunks=config['max_nt']+1, + # maximum number of target side symbols (both T and NT) allowed in a rule. + max_target_length=MAX_INITIAL_SIZE, + # minimum span of a nonterminal in the RHS of a rule in TEST DATA + min_gap_size=1, + # filename of file containing precomputed collocations + precompute_file=config['precompute_file'], + # maximum frequency rank of patterns used to compute triples (< 20) + precompute_secondary_rank=config['rank2'], + # maximum frequency rank of patterns used to compute collocations (< 300) + precompute_rank=config['rank1'], + # require extracted rules to have at least one aligned word + require_aligned_terminal=True, + # require each contiguous chunk of extracted rules + # to have at least one aligned word + require_aligned_chunks=False, + # maximum span of a grammar rule extracted from TRAINING DATA + train_max_initial_size=config['max_size'], + # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA + train_min_gap_size=config['min_gap'], + # False if phrases should be loose (better but slower), True otherwise + tight_phrases=config.get('tight_phrases', True), + ) + + # lexical weighting tables + tt = cdec.sa.BiLex(from_binary=config['lex_file']) + + # TODO: clean this up + extended_features = [] + if online: + extended_features.append(IsSupportedOnline) + + # TODO: use @cdec.sa.features decorator for standard features too + # + add a mask to disable features + for f in cdec.sa._SA_FEATURES: + extended_features.append(f) + + scorer = cdec.sa.Scorer(EgivenFCoherent, SampleCountF, CountEF, + MaxLexFgivenE(tt), MaxLexEgivenF(tt), IsSingletonF, IsSingletonFE, + *extended_features) + + fsarray = cdec.sa.SuffixArray(from_binary=config['f_sa_file']) + edarray = cdec.sa.DataArray(from_binary=config['e_file']) + + # lower=faster, higher=better; improvements level off above 200-300 range, + # -1 = don't sample, use all data (VERY SLOW!) + sampler = cdec.sa.Sampler(300, fsarray) + + self.factory.configure(fsarray, edarray, sampler, scorer) + # Initialize feature definitions with configuration + for fn in cdec.sa._SA_CONFIGURE: + fn(config) + + def grammar(self, sentence): + if isinstance(sentence, unicode): + sentence = sentence.encode('utf8') + words = tuple(chain(('',), sentence.split(), ('',))) + meta = cdec.sa.annotate(words) + cnet = cdec.sa.make_lattice(words) + return self.factory.input(cnet, meta) + + # Add training instance to data + def add_instance(self, sentence, reference, alignment): + f_words = cdec.sa.encode_words(sentence.split()) + e_words = cdec.sa.encode_words(reference.split()) + al = sorted(tuple(int(i) for i in pair.split('-')) for pair in alignment.split()) + self.factory.add_instance(f_words, e_words, al) + + # Debugging + def dump_online_stats(self): + self.factory.dump_online_stats() + def dump_online_rules(self): + self.factory.dump_online_rules() \ No newline at end of file diff --git a/python/cdec/sa/features.pxi b/python/cdec/sa/features.pxi new file mode 100644 index 00000000..9b9ecf3c --- /dev/null +++ b/python/cdec/sa/features.pxi @@ -0,0 +1,33 @@ +cdef StringMap FD = StringMap() # Feature name dictionary + +INITIAL_CAPACITY = 7 # default number of features +INCREMENT = INITIAL_CAPACITY # double size + +cdef class FeatureVector: + def __cinit__(self): + self.names = IntList(INITIAL_CAPACITY, INCREMENT) + self.values = FloatList(INITIAL_CAPACITY, INCREMENT) + + def set(self, unsigned name, float value): + self.names.append(name) + self.values.append(value) + + def __iter__(self): + cdef unsigned i + for i in range(self.names.len): + yield (FD.word(self.names[i]), self.values[i]) + + def __str__(self): + return ' '.join('%s=%s' % feat for feat in self) + +cdef class Scorer: + cdef models + def __init__(self, *models): + names = [FD.index(model.__name__) for model in models] + self.models = zip(names, models) + + cdef FeatureVector score(self, ctx): + cdef FeatureVector scores = FeatureVector() + for name, model in self.models: + scores.set(name, model(ctx)) + return scores diff --git a/python/cdec/sa/features.py b/python/cdec/sa/features.py new file mode 100644 index 00000000..c8fc1cca --- /dev/null +++ b/python/cdec/sa/features.py @@ -0,0 +1,142 @@ +from __future__ import division +import math + +from cdec.sa import isvar + +MAXSCORE = 99 + +def EgivenF(ctx): # p(e|f) = c(e, f)/c(f) + if not ctx.online: + prob = ctx.paircount/ctx.fcount + else: + prob = (ctx.paircount + ctx.online.paircount) / (ctx.fcount + ctx.online.fcount) + return -math.log10(prob) + +def CountEF(ctx): # c(e, f) + if not ctx.online: + count = 1 + ctx.paircount + else: + count = 1 + ctx.paircount + ctx.online.paircount + return math.log10(count) + +def SampleCountF(ctx): # sample c(f) + if not ctx.online: + count = 1 + ctx.fsample_count + else: + count = 1 + ctx.fsample_count + ctx.online.fsample_count + return math.log10(count) + +def EgivenFCoherent(ctx): # c(e, f) / sample c(f) + if not ctx.online: + prob = ctx.paircount/ctx.fsample_count + else: + prob = (ctx.paircount + ctx.online.paircount) / (ctx.fsample_count + ctx.online.fsample_count) + return -math.log10(prob) if prob > 0 else MAXSCORE + +def CoherenceProb(ctx): # c(f) / sample c(f) + if not ctx.online: + prob = ctx.fcount/ctx.fsample_count + else: + prob = (ctx.fcount + ctx.online.fcount) / (ctx.fsample_count + ctx.online.fsample_count) + return -math.log10(prob) + +def MaxLexEgivenF(ttable): + def MaxLexEgivenF(ctx): + fwords = ctx.fphrase.words + fwords.append('NULL') + # Always use this for now + if not ctx.online or ctx.online: + maxOffScore = 0.0 + for e in ctx.ephrase.words: + maxScore = max(ttable.get_score(f, e, 0) for f in fwords) + maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return maxOffScore + else: + # For now, straight average + maxOffScore = 0.0 + maxOnScore = 0.0 + for e in ctx.ephrase.words: + maxScore = max(ttable.get_score(f, e, 0) for f in fwords) + maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + for e in ctx.ephrase: + if not isvar(e): + maxScore = 0.0 + for f in ctx.fphrase: + if not isvar(f): + b_f = ctx.online.bilex_f.get(f, 0) + if b_f: + maxScore = max(maxScore, ctx.online.bilex_fe.get(f, {}).get(e)) + maxOnScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return (maxOffScore + maxOnScore) / 2 + return MaxLexEgivenF + +def MaxLexFgivenE(ttable): + def MaxLexFgivenE(ctx): + ewords = ctx.ephrase.words + ewords.append('NULL') + # Always use this for now + if not ctx.online or ctx.online: + maxOffScore = 0.0 + for f in ctx.fphrase.words: + maxScore = max(ttable.get_score(f, e, 1) for e in ewords) + maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return maxOffScore + else: + # For now, straight average + maxOffScore = 0.0 + maxOnScore = 0.0 + for f in ctx.fphrase.words: + maxScore = max(ttable.get_score(f, e, 1) for e in ewords) + maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + for f in ctx.fphrase: + if not isvar(f): + maxScore = 0.0 + for e in ctx.ephrase: + if not isvar(e): + b_e = ctx.online.bilex_e.get(e, 0) + if b_e: + maxScore = max(maxScore, ctx.online.bilex_fe.get(f, {}).get(e, 0) / b_e ) + maxOnScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE + return (maxOffScore + maxOnScore) / 2 + return MaxLexFgivenE + +def IsSingletonF(ctx): + if not ctx.online: + count = ctx.fcount + else: + count = ctx.fcount + ctx.online.fcount + return math.fabs(count - 1) < 1e-6 + +def IsSingletonFE(ctx): + if not ctx.online: + count = ctx.paircount + else: + count = ctx.paircount + ctx.online.paircount + return (count == 1) + +def IsNotSingletonF(ctx): + if not ctx.online: + count = ctx.fcount + else: + count = ctx.fcount + ctx.online.fcount + return (count > 1) + +def IsNotSingletonFE(ctx): + if not ctx.online: + count = ctx.paircount + else: + count = ctx.paircount + ctx.online.paircount + return (ctx.paircount > 1) + +def IsFEGreaterThanZero(ctx): + if not ctx.online: + count = ctx.paircount + else: + count = ctx.paircount + ctx.online.paircount + return (ctx.paircount > 0.01) + +def IsSupportedOnline(ctx): # Occurs in online data? + if ctx.online: + return (ctx.online.paircount > 0.01) + else: + return False diff --git a/python/cdec/sa/float_list.pxi b/python/cdec/sa/float_list.pxi new file mode 100644 index 00000000..b98e444f --- /dev/null +++ b/python/cdec/sa/float_list.pxi @@ -0,0 +1,73 @@ +# defines int arrays in C, with some convenience methods +# for reading arrays directly as globs directly from disk. +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, strcpy, strlen + +cdef class FloatList: + + def __cinit__(self, int size=0, int increment=1, int initial_len=0): + if initial_len > size: + size = initial_len + self.size = size + self.increment = increment + self.len = initial_len + self.arr = malloc(size*sizeof(float)) + memset(self.arr, 0, initial_len*sizeof(float)) + + def __dealloc__(self): + free(self.arr) + + def __getitem__(self, i): + j = i + if i<0: + j = self.len + i + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len)) + return self.arr[j] + + cdef void set(self, int i, float v): + j = i + if i<0: + j = self.len + i + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len)) + self.arr[j] = v + + def __setitem__(self, i, val): + self.set(i, val) + + def __len__(self): + return self.len + + def append(self, float val): + if self.len == self.size: + self.size = self.size + self.increment + self.arr = realloc(self.arr, self.size*sizeof(float)) + self.arr[self.len] = val + self.len = self.len + 1 + + cdef void write_handle(self, FILE* f): + fwrite(&(self.len), sizeof(float), 1, f) + fwrite(self.arr, sizeof(float), self.len, f) + + def write(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.write_handle(f) + fclose(f) + + cdef void read_handle(self, FILE* f): + free(self.arr) + fread(&(self.len), sizeof(float), 1, f) + self.arr = malloc(self.len * sizeof(float)) + self.size = self.len + fread(self.arr, sizeof(float), self.len, f) + + def read(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.read_handle(f) + fclose(f) diff --git a/python/cdec/sa/int_list.pxi b/python/cdec/sa/int_list.pxi new file mode 100644 index 00000000..46d434e7 --- /dev/null +++ b/python/cdec/sa/int_list.pxi @@ -0,0 +1,178 @@ +# defines int arrays in C, with some convenience methods +# for reading arrays as globs directly from disk. +# Adam Lopez + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, memcpy + +cdef class IntList: + + def __cinit__(self, int size=0, int increment=1, int initial_len=0): + if initial_len > size: + size = initial_len + self.size = size + self.increment = increment + self.len = initial_len + self.arr = malloc(size*sizeof(int)) + memset(self.arr, 0, initial_len*sizeof(int)) + + def __str__(self): + cdef unsigned i + ret = "IntList[" + for idx in range(self.size): + if idx>0: + ret += "," + ret += str(self.arr[idx]) + ret += "]" + ret += "len=" + ret += str(self.len) + return ret + + def index(self, int val): + cdef unsigned i + for i in range(self.len): + if self.arr[i] == val: + return i + raise ValueError('%s not in IntList' % val) + + def partition(self,start,end): + pivot = self.arr[end] + bottom = start-1 + top = end + done = 0 + while not done: + while not done: + bottom += 1 + if bottom == top: + done = 1 + break + if self.arr[bottom] > pivot: + self.arr[top] = self.arr[bottom] + break + while not done: + top -= 1 + if top == bottom: + done = 1 + break + if self.arr[top] < pivot: + self.arr[bottom] = self.arr[top] + break + self.arr[top] = pivot + return top + + def _doquicksort(self,start,end): + if start < end: + split = self.partition(start,end) + self._doquicksort(start,split-1) + self._doquicksort(split+1,end) + else: + return + + def sort(self): + self._doquicksort(0,self.len-1) + + def reset(self): + self.len = 0 + + def __dealloc__(self): + free(self.arr) + + def __iter__(self): + cdef int i + for i in range(self.len): + yield self.arr[i] + + def __getitem__(self, index): + cdef int i, j, k + if isinstance(index, int): + j = index + if j < 0: + j = self.len + j + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length IntList" % (index, self.len)) + return self.arr[j] + elif isinstance(index, slice): + i = index.start + j = index.stop + if i < 0: + i = self.len + i + if j < 0: + j = self.len + j + if i < 0 or i >= self.len or j < 0 or j > self.len: + raise IndexError("Requested index %d:%d of %d-length IntList" % (index.start, index.stop, self.len)) + result = () + for k from i <= k < j: + result = result + (self.arr[k],) + return result + else: + raise TypeError("Illegal key type %s for IntList" % type(index)) + + cdef void set(self, int i, int val): + j = i + if i<0: + j = self.len + i + if j<0 or j>=self.len: + raise IndexError("Requested index %d of %d-length IntList" % (i, self.len)) + self.arr[j] = val + + def __setitem__(self, i, val): + self.set(i, val) + + def __len__(self): + return self.len + + def get_size(self): + return self.size + + def append(self, int val): + self._append(val) + + cdef void _append(self, int val): + if self.len == self.size: + self.size = self.size + self.increment + self.arr = realloc(self.arr, self.size*sizeof(int)) + self.arr[self.len] = val + self.len = self.len + 1 + + def extend(self, other): + self._extend(other) + + cdef void _extend(self, IntList other): + self._extend_arr(other.arr, other.len) + + cdef void _extend_arr(self, int* other, int other_len): + if self.size < self.len + other_len: + self.size = self.len + other_len + self.arr = realloc(self.arr, self.size*sizeof(int)) + memcpy(self.arr+self.len, other, other_len*sizeof(int)) + self.len = self.len + other_len + + cdef void _clear(self): + free(self.arr) + self.len = 0 + self.size = 0 + self.arr = malloc(0) + + cdef void write_handle(self, FILE* f): + fwrite(&(self.len), sizeof(int), 1, f) + fwrite(self.arr, sizeof(int), self.len, f) + + def write(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.write_handle(f) + fclose(f) + + cdef void read_handle(self, FILE* f): + (self.arr) + fread(&(self.len), sizeof(int), 1, f) + self.arr = malloc(self.len * sizeof(int)) + self.size = self.len + fread(self.arr, sizeof(int), self.len, f) + + def read(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + self.read_handle(f) + fclose(f) diff --git a/python/cdec/sa/lcp.pxi b/python/cdec/sa/lcp.pxi new file mode 100644 index 00000000..8e86e611 --- /dev/null +++ b/python/cdec/sa/lcp.pxi @@ -0,0 +1,89 @@ +"""Compute LCP array for a suffix array using the Kasai et al. algorithm +Can also be used to compute statistics such +as k most frequent n-grams""" + +cdef class LCP: + cdef SuffixArray sa + cdef IntList lcp + + def __cinit__(self, SuffixArray sa): + cdef int i, k, j, h, n + cdef IntList rank + + logger.info("Constructing LCP array") + self.sa = sa + n = self.sa.sa.len + self.lcp = IntList(initial_len=n) + + rank = IntList(initial_len=n) + for i from 0 <= i < n: + rank.arr[sa.sa.arr[i]] = i + + h = 0 + for i from 0 <= i < n: + k = rank.arr[i] + if k == 0: + self.lcp.arr[k] = -1 + else: + j = sa.sa.arr[k-1] + while i+h < n and j+h < n and sa.darray.data.arr[i+h] == sa.darray.data.arr[j+h]: + h = h+1 + self.lcp.arr[k] = h + if h > 0: + h = h-1 + logger.info("LCP array completed") + + def compute_stats(self, int max_n): + """Note: the output of this function is not exact. In + particular, the frequency associated with each word is + not guaranteed to be correct. This is due to a bit of + laxness in the design; the function is intended only to + obtain a list of the most frequent words; for this + purpose it is perfectly fine""" + cdef int i, ii, iii, j, k, h, n, N, rs, freq, valid + cdef IntList run_start + cdef IntList ngram_start + cdef VEB veb + + N = self.sa.sa.len + + ngram_starts = [] + for n from 0 <= n < max_n: + ngram_starts.append(IntList(initial_len=N)) + + run_start = IntList(initial_len=max_n) + veb = VEB(N) + + for i from 0 <= i < N: + h = self.lcp.arr[i] + if h < 0: + h = 0 + for n from h <= n < max_n: + rs = run_start.arr[n] + run_start.arr[n] = i + freq = i - rs + if freq > 1000: # arbitrary, but see note below + veb._insert(freq) + ngram_start = ngram_starts[n] + while ngram_start.arr[freq] > 0: + freq = freq + 1 # cheating a bit, should be ok for sparse histogram + ngram_start.arr[freq] = rs + i = veb.veb.min_val + while i != -1: + ii = veb._findsucc(i) + for n from 0 <= n < max_n: + ngram_start = ngram_starts[n] + iii = i + rs = ngram_start.arr[iii] + while (ii==-1 or iii < ii) and rs != 0: + j = self.sa.sa.arr[rs] + valid = 1 + for k from 0 <= k < n+1: + if self.sa.darray.data.arr[j+k] < 2: + valid = 0 + if valid: + ngram = tuple([self.sa.darray.data.arr[j+k] for k in range(n+1)]) + yield i, n+1, ngram + iii = iii + 1 + rs = ngram_start.arr[iii] + i = ii diff --git a/python/cdec/sa/precomputation.pxi b/python/cdec/sa/precomputation.pxi new file mode 100644 index 00000000..a3527f47 --- /dev/null +++ b/python/cdec/sa/precomputation.pxi @@ -0,0 +1,454 @@ +# precomputes a set of collocations by advancing over the text. +# warning: nasty C code + +from libc.stdio cimport FILE, fopen, fread, fwrite, fclose +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, memcpy + +cdef struct _Trie_Node # forward decl + +cdef struct _Trie_Edge: + int val + _Trie_Node* node + _Trie_Edge* bigger + _Trie_Edge* smaller + +cdef struct _Trie_Node: + _Trie_Edge* root + int* arr + int arr_len + +cdef _Trie_Node* new_trie_node(): + cdef _Trie_Node* node + node = <_Trie_Node*> malloc(sizeof(_Trie_Node)) + node.root = NULL + node.arr_len = 0 + node.arr = malloc(sizeof(0*sizeof(int))) + return node + +cdef _Trie_Edge* new_trie_edge(int val): + cdef _Trie_Edge* edge + edge = <_Trie_Edge*> malloc(sizeof(_Trie_Edge)) + edge.node = new_trie_node() + edge.bigger = NULL + edge.smaller = NULL + edge.val = val + return edge + +cdef free_trie_node(_Trie_Node* node): + if node != NULL: + free_trie_edge(node.root) + free(node.arr) + +cdef free_trie_edge(_Trie_Edge* edge): + if edge != NULL: + free_trie_node(edge.node) + free_trie_edge(edge.bigger) + free_trie_edge(edge.smaller) + +cdef _Trie_Node* trie_find(_Trie_Node* node, int val): + cdef _Trie_Edge* cur + cur = node.root + while cur != NULL and cur.val != val: + if val > cur.val: + cur = cur.bigger + elif val < cur.val: + cur = cur.smaller + if cur == NULL: + return NULL + else: + return cur.node + +cdef trie_node_data_append(_Trie_Node* node, int val): + cdef int new_len + new_len = node.arr_len + 1 + node.arr = realloc(node.arr, new_len*sizeof(int)) + node.arr[node.arr_len] = val + node.arr_len = new_len + +cdef trie_node_data_extend(_Trie_Node* node, int* vals, int num_vals): + cdef int new_len + new_len = node.arr_len + num_vals + node.arr = realloc(node.arr, new_len*sizeof(int)) + memcpy(node.arr + node.arr_len, vals, num_vals*sizeof(int)) + node.arr_len = new_len + + +cdef _Trie_Node* trie_insert(_Trie_Node* node, int val): + cdef _Trie_Edge** cur + cur = &node.root + while cur[0] != NULL and cur[0].val != val: + if val > cur[0].val: + cur = &cur[0].bigger + elif val < cur[0].val: + cur = &cur[0].smaller + if cur[0] == NULL: + cur[0] = new_trie_edge(val) + return cur[0].node + +cdef trie_node_to_map(_Trie_Node* node, result, prefix, int include_zeros): + cdef IntList arr + + if include_zeros or node.arr_len > 0: + arr = IntList() + free(arr.arr) + arr.arr = malloc(node.arr_len * sizeof(int)) + memcpy(arr.arr, node.arr, node.arr_len * sizeof(int)) + arr.len = node.arr_len + arr.size = node.arr_len + result[prefix] = arr + trie_edge_to_map(node.root, result, prefix, include_zeros) + +cdef trie_edge_to_map(_Trie_Edge* edge, result, prefix, int include_zeros): + if edge != NULL: + trie_edge_to_map(edge.smaller, result, prefix, include_zeros) + trie_edge_to_map(edge.bigger, result, prefix, include_zeros) + prefix = prefix + (edge.val,) + trie_node_to_map(edge.node, result, prefix, include_zeros) + +cdef class TrieMap: + + cdef _Trie_Node** root + cdef int V + + def __cinit__(self, int alphabet_size): + self.V = alphabet_size + self.root = <_Trie_Node**> malloc(self.V * sizeof(_Trie_Node*)) + memset(self.root, 0, self.V * sizeof(_Trie_Node*)) + + + def __dealloc__(self): + cdef int i + for i from 0 <= i < self.V: + if self.root[i] != NULL: + free_trie_node(self.root[i]) + free(self.root) + + + def insert(self, pattern): + cdef int* p + cdef int i, l + l = len(pattern) + p = malloc(l*sizeof(int)) + for i from 0 <= i < l: + p[i] = pattern[i] + self._insert(p,l) + free(p) + + + cdef _Trie_Node* _insert(self, int* pattern, int pattern_len): + cdef int i + cdef _Trie_Node* node + if self.root[pattern[0]] == NULL: + self.root[pattern[0]] = new_trie_node() + node = self.root[pattern[0]] + for i from 1 <= i < pattern_len: + node = trie_insert(node, pattern[i]) + return node + + def contains(self, pattern): + cdef int* p + cdef int i, l + cdef _Trie_Node* node + l = len(pattern) + p = malloc(l*sizeof(int)) + for i from 0 <= i < l: + p[i] = pattern[i] + node = self._contains(p,l) + free(p) + if node == NULL: + return False + else: + return True + + cdef _Trie_Node* _contains(self, int* pattern, int pattern_len): + cdef int i + cdef _Trie_Node* node + node = self.root[pattern[0]] + i = 1 + while node != NULL and i < pattern_len: + node = trie_find(node, pattern[i]) + i = i+1 + return node + + def toMap(self, flag): + cdef int i, include_zeros + + if flag: + include_zeros=1 + else: + include_zeros=0 + result = {} + for i from 0 <= i < self.V: + if self.root[i] != NULL: + trie_node_to_map(self.root[i], result, (i,), include_zeros) + return result + + +cdef class Precomputation: + cdef int precompute_rank + cdef int precompute_secondary_rank + cdef int max_length + cdef int max_nonterminals + cdef int train_max_initial_size + cdef int train_min_gap_size + cdef precomputed_index + cdef precomputed_collocations + cdef read_map(self, FILE* f) + cdef write_map(self, m, FILE* f) + + def __cinit__(self, fsarray=None, from_stats=None, from_binary=None, + precompute_rank=1000, precompute_secondary_rank=20, + max_length=5, max_nonterminals=2, + train_max_initial_size=10, train_min_gap_size=2): + self.precompute_rank = precompute_rank + self.precompute_secondary_rank = precompute_secondary_rank + self.max_length = max_length + self.max_nonterminals = max_nonterminals + self.train_max_initial_size = train_max_initial_size + self.train_min_gap_size = train_min_gap_size + if from_binary: + self.read_binary(from_binary) + elif from_stats: + self.precompute(from_stats, fsarray) + + + def read_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "r") + fread(&(self.precompute_rank), sizeof(int), 1, f) + fread(&(self.precompute_secondary_rank), sizeof(int), 1, f) + fread(&(self.max_length), sizeof(int), 1, f) + fread(&(self.max_nonterminals), sizeof(int), 1, f) + fread(&(self.train_max_initial_size), sizeof(int), 1, f) + fread(&(self.train_min_gap_size), sizeof(int), 1, f) + self.precomputed_index = self.read_map(f) + self.precomputed_collocations = self.read_map(f) + fclose(f) + + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + fwrite(&(self.precompute_rank), sizeof(int), 1, f) + fwrite(&(self.precompute_secondary_rank), sizeof(int), 1, f) + fwrite(&(self.max_length), sizeof(int), 1, f) + fwrite(&(self.max_nonterminals), sizeof(int), 1, f) + fwrite(&(self.train_max_initial_size), sizeof(int), 1, f) + fwrite(&(self.train_min_gap_size), sizeof(int), 1, f) + self.write_map(self.precomputed_index, f) + self.write_map(self.precomputed_collocations, f) + fclose(f) + + + cdef write_map(self, m, FILE* f): + cdef int i, N + cdef IntList arr + + N = len(m) + fwrite(&(N), sizeof(int), 1, f) + for pattern, val in m.iteritems(): + N = len(pattern) + fwrite(&(N), sizeof(int), 1, f) + for word_id in pattern: + i = word_id + fwrite(&(i), sizeof(int), 1, f) + arr = val + arr.write_handle(f) + + + cdef read_map(self, FILE* f): + cdef int i, j, k, word_id, N + cdef IntList arr + + m = {} + fread(&(N), sizeof(int), 1, f) + for j from 0 <= j < N: + fread(&(i), sizeof(int), 1, f) + key = () + for k from 0 <= k < i: + fread(&(word_id), sizeof(int), 1, f) + key = key + (word_id,) + arr = IntList() + arr.read_handle(f) + m[key] = arr + return m + + + def precompute(self, stats, SuffixArray sarray): + cdef int i, l, N, max_pattern_len, i1, l1, i2, l2, i3, l3, ptr1, ptr2, ptr3, is_super, sent_count, max_rank + cdef DataArray darray = sarray.darray + cdef IntList data, queue, cost_by_rank, count_by_rank + cdef TrieMap frequent_patterns, super_frequent_patterns, collocations + cdef _Trie_Node* node + + data = darray.data + + frequent_patterns = TrieMap(len(darray.id2word)) + super_frequent_patterns = TrieMap(len(darray.id2word)) + collocations = TrieMap(len(darray.id2word)) + + I_set = set() + J_set = set() + J2_set = set() + IJ_set = set() + pattern_rank = {} + + logger.info("Precomputing frequent intersections") + cdef float start_time = monitor_cpu() + + max_pattern_len = 0 + for rank, (_, _, phrase) in enumerate(stats): + if rank >= self.precompute_rank: + break + max_pattern_len = max(max_pattern_len, len(phrase)) + frequent_patterns.insert(phrase) + I_set.add(phrase) + pattern_rank[phrase] = rank + if rank < self.precompute_secondary_rank: + super_frequent_patterns.insert(phrase) + J_set.add(phrase) + + queue = IntList(increment=1000) + + logger.info(" Computing inverted indexes...") + N = len(data) + for i from 0 <= i < N: + sa_word_id = data.arr[i] + if sa_word_id == 1: + queue._append(-1) + else: + for l from 1 <= l <= max_pattern_len: + node = frequent_patterns._contains(data.arr+i, l) + if node == NULL: + break + queue._append(i) + queue._append(l) + trie_node_data_append(node, i) + + logger.info(" Computing collocations...") + N = len(queue) + ptr1 = 0 + sent_count = 0 + while ptr1 < N: # main loop + i1 = queue.arr[ptr1] + if i1 > -1: + l1 = queue.arr[ptr1+1] + ptr2 = ptr1 + 2 + while ptr2 < N: + i2 = queue.arr[ptr2] + if i2 == -1 or i2 - i1 >= self.train_max_initial_size: + break + l2 = queue.arr[ptr2+1] + if (i2 - i1 - l1 >= self.train_min_gap_size and + i2 + l2 - i1 <= self.train_max_initial_size and + l1+l2+1 <= self.max_length): + node = collocations._insert(data.arr+i1, l1) + node = trie_insert(node, -1) + for i from i2 <= i < i2+l2: + node = trie_insert(node, data.arr[i]) + trie_node_data_append(node, i1) + trie_node_data_append(node, i2) + if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + is_super = 1 + else: + is_super = 0 + ptr3 = ptr2 + 2 + while ptr3 < N: + i3 = queue.arr[ptr3] + if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + break + l3 = queue.arr[ptr3+1] + if (i3 - i2 - l2 >= self.train_min_gap_size and + i3 + l3 - i1 <= self.train_max_initial_size and + l1+l2+l3+2 <= self.max_length): + if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL: + node = collocations._insert(data.arr+i1, l1) + node = trie_insert(node, -1) + for i from i2 <= i < i2+l2: + node = trie_insert(node, data.arr[i]) + node = trie_insert(node, -1) + for i from i3 <= i < i3+l3: + node = trie_insert(node, data.arr[i]) + trie_node_data_append(node, i1) + trie_node_data_append(node, i2) + trie_node_data_append(node, i3) + ptr3 = ptr3 + 2 + ptr2 = ptr2 + 2 + ptr1 = ptr1 + 2 + else: + sent_count = sent_count + 1 + if sent_count % 10000 == 0: + logger.debug(" %d sentences", sent_count) + ptr1 = ptr1 + 1 + + self.precomputed_collocations = collocations.toMap(False) + self.precomputed_index = frequent_patterns.toMap(True) + + x = 0 + for pattern1 in J_set: + for pattern2 in J_set: + if len(pattern1) + len(pattern2) + 1 < self.max_length: + combined_pattern = pattern1 + (-1,) + pattern2 + J2_set.add(combined_pattern) + + for pattern1 in I_set: + for pattern2 in I_set: + x = x+1 + if len(pattern1) + len(pattern2) + 1 <= self.max_length: + combined_pattern = pattern1 + (-1,) + pattern2 + IJ_set.add(combined_pattern) + + for pattern1 in I_set: + for pattern2 in J2_set: + x = x+2 + if len(pattern1) + len(pattern2) + 1<= self.max_length: + combined_pattern = pattern1 + (-1,) + pattern2 + IJ_set.add(combined_pattern) + combined_pattern = pattern2 + (-1,) + pattern1 + IJ_set.add(combined_pattern) + + N = len(pattern_rank) + cost_by_rank = IntList(initial_len=N) + count_by_rank = IntList(initial_len=N) + for pattern, arr in self.precomputed_collocations.iteritems(): + if pattern not in IJ_set: + s = "" + for word_id in pattern: + if word_id == -1: + s = s + "X " + else: + s = s + darray.id2word[word_id] + " " + logger.warn("ERROR: unexpected pattern %s in set of precomputed collocations", s) + else: + chunk = () + max_rank = 0 + arity = 0 + for word_id in pattern: + if word_id == -1: + max_rank = max(max_rank, pattern_rank[chunk]) + arity = arity + 1 + chunk = () + else: + chunk = chunk + (word_id,) + max_rank = max(max_rank, pattern_rank[chunk]) + cost_by_rank.arr[max_rank] = cost_by_rank.arr[max_rank] + (4*len(arr)) + count_by_rank.arr[max_rank] = count_by_rank.arr[max_rank] + (len(arr)/(arity+1)) + + cumul_cost = 0 + cumul_count = 0 + for i from 0 <= i < N: + cumul_cost = cumul_cost + cost_by_rank.arr[i] + cumul_count = cumul_count + count_by_rank.arr[i] + logger.debug("RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d", i, count_by_rank.arr[i], cost_by_rank.arr[i], cumul_count, cumul_cost) + + num_found_patterns = len(self.precomputed_collocations) + for pattern in IJ_set: + if pattern not in self.precomputed_collocations: + self.precomputed_collocations[pattern] = IntList() + + cdef float stop_time = monitor_cpu() + logger.info("Precomputed collocations for %d patterns out of %d possible (upper bound %d)", num_found_patterns, len(self.precomputed_collocations), x) + logger.info("Precomputed inverted index for %d patterns ", len(self.precomputed_index)) + logger.info("Precomputation took %f seconds", (stop_time - start_time)) diff --git a/python/cdec/sa/rule.pxi b/python/cdec/sa/rule.pxi new file mode 100644 index 00000000..7fde3e06 --- /dev/null +++ b/python/cdec/sa/rule.pxi @@ -0,0 +1,191 @@ +from libc.stdlib cimport malloc, calloc, realloc, free, strtof, strtol +from libc.string cimport strsep, strcpy, strlen + +cdef class Phrase: + + def __cinit__(self, words): + cdef int i, j, n, n_vars + n_vars = 0 + n = len(words) + self.syms = malloc(n*sizeof(int)) + for i from 0 <= i < n: + self.syms[i] = words[i] + if sym_isvar(self.syms[i]): + n_vars += 1 + self.n = n + self.n_vars = n_vars + self.varpos = malloc(n_vars*sizeof(int)) + j = 0 + for i from 0 <= i < n: + if sym_isvar(self.syms[i]): + self.varpos[j] = i + j = j + 1 + + def __dealloc__(self): + free(self.syms) + free(self.varpos) + + def __str__(self): + strs = [] + cdef int i, s + for i from 0 <= i < self.n: + s = self.syms[i] + strs.append(sym_tostring(s)) + return ' '.join(strs) + + def handle(self): + """return a hashable representation that normalizes the ordering + of the nonterminal indices""" + norm = [] + cdef int i, j, s + i = 1 + j = 0 + for j from 0 <= j < self.n: + s = self.syms[j] + if sym_isvar(s): + s = sym_setindex(s,i) + i = i + 1 + norm.append(s) + return tuple(norm) + + def strhandle(self): + norm = [] + cdef int i, j, s + i = 1 + j = 0 + for j from 0 <= j < self.n: + s = self.syms[j] + if sym_isvar(s): + s = sym_setindex(s,i) + i = i + 1 + norm.append(sym_tostring(s)) + return ' '.join(norm) + + def arity(self): + return self.n_vars + + def getvarpos(self, i): + if 0 <= i < self.n_vars: + return self.varpos[i] + else: + raise IndexError + + def getvar(self, i): + if 0 <= i < self.n_vars: + return self.syms[self.varpos[i]] + else: + raise IndexError + + cdef int chunkpos(self, int k): + if k == 0: + return 0 + else: + return self.varpos[k-1]+1 + + cdef int chunklen(self, int k): + if self.n_vars == 0: + return self.n + elif k == 0: + return self.varpos[0] + elif k == self.n_vars: + return self.n-self.varpos[k-1]-1 + else: + return self.varpos[k]-self.varpos[k-1]-1 + + def clen(self, k): + return self.chunklen(k) + + def getchunk(self, ci): + cdef int start, stop + start = self.chunkpos(ci) + stop = start+self.chunklen(ci) + chunk = [] + for i from start <= i < stop: + chunk.append(self.syms[i]) + return chunk + + def __cmp__(self, other): + cdef Phrase otherp + cdef int i + otherp = other + for i from 0 <= i < min(self.n, otherp.n): + if self.syms[i] < otherp.syms[i]: + return -1 + elif self.syms[i] > otherp.syms[i]: + return 1 + if self.n < otherp.n: + return -1 + elif self.n > otherp.n: + return 1 + else: + return 0 + + def __hash__(self): + cdef int i + cdef unsigned h + h = 0 + for i from 0 <= i < self.n: + if self.syms[i] > 0: + h = (h << 1) + self.syms[i] + else: + h = (h << 1) + -self.syms[i] + return h + + def __len__(self): + return self.n + + def __getitem__(self, i): + return self.syms[i] + + def __iter__(self): + cdef int i + for i from 0 <= i < self.n: + yield self.syms[i] + + def subst(self, start, children): + cdef int i + for i from 0 <= i < self.n: + if sym_isvar(self.syms[i]): + start = start + children[sym_getindex(self.syms[i])-1] + else: + start = start + (self.syms[i],) + return start + + property words: + def __get__(self): + return [sym_tostring(w) for w in self if not sym_isvar(w)] + +cdef class Rule: + + def __cinit__(self, int lhs, Phrase f, Phrase e, scores=None, word_alignments=None): + if not sym_isvar(lhs): raise Exception('Invalid LHS symbol: %d' % lhs) + self.lhs = lhs + self.f = f + self.e = e + self.word_alignments = word_alignments + self.scores = scores + + def __hash__(self): + return hash((self.lhs, self.f, self.e)) + + def __cmp__(self, Rule other): + return cmp((self.lhs, self.f, self.e, self.word_alignments), + (other.lhs, other.f, other.e, self.word_alignments)) + + def fmerge(self, Phrase f): + if self.f == f: + self.f = f + + def arity(self): + return self.f.arity() + + def __str__(self): + cdef unsigned i + fields = [sym_tostring(self.lhs), str(self.f), str(self.e), str(self.scores)] + if self.word_alignments is not None: + fields.append(' '.join('%d-%d' % a for a in self.alignments())) + return ' ||| '.join(fields) + + def alignments(self): + for point in self.word_alignments: + yield point / ALIGNMENT_CODE, point % ALIGNMENT_CODE diff --git a/python/cdec/sa/rulefactory.pxi b/python/cdec/sa/rulefactory.pxi new file mode 100644 index 00000000..10bb9737 --- /dev/null +++ b/python/cdec/sa/rulefactory.pxi @@ -0,0 +1,2224 @@ +# Implementation of the algorithms described in +# Lopez, EMNLP-CoNLL 2007 +# Much faster than the Python numbers reported there. +# Note to reader: this code is closer to C than Python +import gc +import itertools + +from libc.stdlib cimport malloc, realloc, free +from libc.string cimport memset, memcpy +from libc.math cimport fmod, ceil, floor, log + +from collections import defaultdict, Counter, namedtuple + +FeatureContext = namedtuple('FeatureContext', + ['fphrase', + 'ephrase', + 'paircount', + 'fcount', + 'fsample_count', + 'input_span', + 'matches', + 'input_match', + 'test_sentence', + 'f_text', + 'e_text', + 'meta', + 'online' + ]) + +OnlineFeatureContext = namedtuple('OnlineFeatureContext', + ['fcount', + 'fsample_count', + 'paircount', + 'bilex_f', + 'bilex_e', + 'bilex_fe' + ]) + +cdef int PRECOMPUTE = 0 +cdef int MERGE = 1 +cdef int BAEZA_YATES = 2 + +# NOTE: was encoded as a non-terminal in the previous version +cdef int EPSILON = sym_fromstring('*EPS*', True) + +cdef class TrieNode: + cdef public children + + def __cinit__(self): + self.children = {} + +cdef class ExtendedTrieNode(TrieNode): + cdef public phrase + cdef public phrase_location + cdef public suffix_link + + def __cinit__(self, phrase=None, phrase_location=None, suffix_link=None): + self.phrase = phrase + self.phrase_location = phrase_location + self.suffix_link = suffix_link + + +cdef class TrieTable: + cdef public int extended + cdef public int count + cdef public root + def __cinit__(self, extended=False): + self.count = 0 + self.extended = extended + if extended: + self.root = ExtendedTrieNode() + else: + self.root = TrieNode() + +# linked list structure for storing matches in BaselineRuleFactory +cdef struct match_node: + int* match + match_node* next + +# encodes information needed to find a (hierarchical) phrase +# in the text. If phrase is contiguous, that's just a range +# in the suffix array; if discontiguous, it is the set of +# actual locations (packed into an array) +cdef class PhraseLocation: + cdef int sa_low + cdef int sa_high + cdef int arr_low + cdef int arr_high + cdef IntList arr + cdef int num_subpatterns + + # returns true if sent_id is contained + cdef int contains(self, int sent_id): + return 1 + + def __cinit__(self, int sa_low=-1, int sa_high=-1, int arr_low=-1, int arr_high=-1, + arr=None, int num_subpatterns=1): + self.sa_low = sa_low + self.sa_high = sa_high + self.arr_low = arr_low + self.arr_high = arr_high + self.arr = arr + self.num_subpatterns = num_subpatterns + + +cdef class Sampler: + '''A Sampler implements a logic for choosing + samples from a population range''' + + cdef int sample_size + cdef IntList sa + + def __cinit__(self, int sample_size, SuffixArray fsarray): + self.sample_size = sample_size + self.sa = fsarray.sa + if sample_size > 0: + logger.info("Sampling strategy: uniform, max sample size = %d", sample_size) + else: + logger.info("Sampling strategy: no sampling") + + def sample(self, PhraseLocation phrase_location): + '''Returns a sample of the locations for + the phrase. If there are less than self.sample_size + locations, return all of them; otherwise, return + up to self.sample_size locations. In the latter case, + we choose to sample UNIFORMLY -- that is, the locations + are chosen at uniform intervals over the entire set, rather + than randomly. This makes the algorithm deterministic, which + is good for things like MERT''' + cdef IntList sample + cdef double i, stepsize + cdef int num_locations, val, j + + sample = IntList() + if phrase_location.arr is None: + num_locations = phrase_location.sa_high - phrase_location.sa_low + if self.sample_size == -1 or num_locations <= self.sample_size: + sample._extend_arr(self.sa.arr + phrase_location.sa_low, num_locations) + else: + stepsize = float(num_locations)/float(self.sample_size) + i = phrase_location.sa_low + while i < phrase_location.sa_high and sample.len < self.sample_size: + '''Note: int(i) not guaranteed to have the desired + effect, according to the python documentation''' + if fmod(i,1.0) > 0.5: + val = int(ceil(i)) + else: + val = int(floor(i)) + sample._append(self.sa.arr[val]) + i = i + stepsize + else: + num_locations = (phrase_location.arr_high - phrase_location.arr_low) / phrase_location.num_subpatterns + if self.sample_size == -1 or num_locations <= self.sample_size: + sample = phrase_location.arr + else: + stepsize = float(num_locations)/float(self.sample_size) + i = phrase_location.arr_low + while i < num_locations and sample.len < self.sample_size * phrase_location.num_subpatterns: + '''Note: int(i) not guaranteed to have the desired + effect, according to the python documentation''' + if fmod(i,1.0) > 0.5: + val = int(ceil(i)) + else: + val = int(floor(i)) + j = phrase_location.arr_low + (val*phrase_location.num_subpatterns) + sample._extend_arr(phrase_location.arr.arr + j, phrase_location.num_subpatterns) + i = i + stepsize + return sample + + +# struct used to encapsulate a single matching +cdef struct Matching: + int* arr + int start + int end + int sent_id + int size + + +cdef void assign_matching(Matching* m, int* arr, int start, int step, int* sent_id_arr): + m.arr = arr + m.start = start + m.end = start + step + m.sent_id = sent_id_arr[arr[start]] + m.size = step + + +cdef int* append_combined_matching(int* arr, Matching* loc1, Matching* loc2, + int offset_by_one, int num_subpatterns, int* result_len): + cdef int i, new_len + + new_len = result_len[0] + num_subpatterns + arr = realloc(arr, new_len*sizeof(int)) + + for i from 0 <= i < loc1.size: + arr[result_len[0]+i] = loc1.arr[loc1.start+i] + if num_subpatterns > loc1.size: + arr[new_len-1] = loc2.arr[loc2.end-1] + result_len[0] = new_len + return arr + + +cdef int* extend_arr(int* arr, int* arr_len, int* appendix, int appendix_len): + cdef int new_len + + new_len = arr_len[0] + appendix_len + arr = realloc(arr, new_len*sizeof(int)) + memcpy(arr+arr_len[0], appendix, appendix_len*sizeof(int)) + arr_len[0] = new_len + return arr + +cdef int median(int low, int high, int step): + return low + (((high - low)/step)/2)*step + + +cdef void find_comparable_matchings(int low, int high, int* arr, int step, int loc, int* loc_minus, int* loc_plus): + # Returns (minus, plus) indices for the portion of the array + # in which all matchings have the same first index as the one + # starting at loc + loc_plus[0] = loc + step + while loc_plus[0] < high and arr[loc_plus[0]] == arr[loc]: + loc_plus[0] = loc_plus[0] + step + loc_minus[0] = loc + while loc_minus[0]-step >= low and arr[loc_minus[0]-step] == arr[loc]: + loc_minus[0] = loc_minus[0] - step + + +cdef class HieroCachingRuleFactory: + '''This RuleFactory implements a caching + method using TrieTable, which makes phrase + generation somewhat speedier -- phrases only + need to be extracted once (however, it is + quite possible they need to be scored + for each input sentence, for contextual models)''' + + cdef TrieTable rules + cdef Sampler sampler + cdef Scorer scorer + + cdef int max_chunks + cdef int max_target_chunks + cdef int max_length + cdef int max_target_length + cdef int max_nonterminals + cdef int max_initial_size + cdef int train_max_initial_size + cdef int min_gap_size + cdef int train_min_gap_size + cdef int category + + cdef precomputed_index + cdef precomputed_collocations + cdef precompute_file + cdef max_rank + cdef int precompute_rank, precompute_secondary_rank + cdef bint use_baeza_yates + cdef bint use_index + cdef bint use_collocations + cdef float by_slack_factor + + cdef prev_norm_prefix + cdef float extract_time + cdef float intersect_time + cdef SuffixArray fsa + cdef DataArray fda + cdef DataArray eda + + cdef Alignment alignment + cdef IntList eid2symid + cdef IntList fid2symid + cdef bint tight_phrases + cdef bint require_aligned_terminal + cdef bint require_aligned_chunks + + cdef IntList findexes + cdef IntList findexes1 + + cdef bint online + cdef samples_f + cdef phrases_f + cdef phrases_e + cdef phrases_fe + cdef phrases_al + cdef bilex_f + cdef bilex_e + cdef bilex_fe + + def __cinit__(self, + # compiled alignment object (REQUIRED) + Alignment alignment, + # parameter for double-binary search; doesn't seem to matter much + float by_slack_factor=1.0, + # name of generic nonterminal used by Hiero + char* category="[X]", + # maximum number of contiguous chunks of terminal symbols in RHS of a rule. If None, defaults to max_nonterminals+1 + max_chunks=None, + # maximum span of a grammar rule in TEST DATA + unsigned max_initial_size=10, + # maximum number of symbols (both T and NT) allowed in a rule + unsigned max_length=5, + # maximum number of nonterminals allowed in a rule (set >2 at your own risk) + unsigned max_nonterminals=2, + # maximum number of contiguous chunks of terminal symbols in target-side RHS of a rule. If None, defaults to max_nonterminals+1 + max_target_chunks=None, + # maximum number of target side symbols (both T and NT) allowed in a rule. If None, defaults to max_initial_size + max_target_length=None, + # minimum span of a nonterminal in the RHS of a rule in TEST DATA + unsigned min_gap_size=2, + # filename of file containing precomputed collocations + precompute_file=None, + # maximum frequency rank of patterns used to compute triples (don't set higher than 20). + unsigned precompute_secondary_rank=20, + # maximum frequency rank of patterns used to compute collocations (no need to set higher than maybe 200-300) + unsigned precompute_rank=100, + # require extracted rules to have at least one aligned word + bint require_aligned_terminal=True, + # require each contiguous chunk of extracted rules to have at least one aligned word + bint require_aligned_chunks=False, + # maximum span of a grammar rule extracted from TRAINING DATA + unsigned train_max_initial_size=10, + # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA + unsigned train_min_gap_size=2, + # False if phrases should be loose (better but slower), True otherwise + bint tight_phrases=True, + # True to require use of double-binary alg, false otherwise + bint use_baeza_yates=True, + # True to enable used of precomputed collocations + bint use_collocations=True, + # True to enable use of precomputed inverted indices + bint use_index=True): + '''Note: we make a distinction between the min_gap_size + and max_initial_size used in test and train. The latter + are represented by train_min_gap_size and train_max_initial_size, + respectively. This is because Chiang's model does not require + them to be the same, therefore we don't either.''' + self.rules = TrieTable(True) # cache + self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation()) + if alignment is None: + raise Exception("Must specify an alignment object") + self.alignment = alignment + + # grammar parameters and settings + # NOTE: setting max_nonterminals > 2 is not currently supported in Hiero + self.max_length = max_length + self.max_nonterminals = max_nonterminals + self.max_initial_size = max_initial_size + self.train_max_initial_size = train_max_initial_size + self.min_gap_size = min_gap_size + self.train_min_gap_size = train_min_gap_size + self.category = sym_fromstring(category, False) + + if max_chunks is None: + self.max_chunks = self.max_nonterminals + 1 + else: + self.max_chunks = max_chunks + + if max_target_chunks is None: + self.max_target_chunks = self.max_nonterminals + 1 + else: + self.max_target_chunks = max_target_chunks + + if max_target_length is None: + self.max_target_length = max_initial_size + else: + self.max_target_length = max_target_length + + # algorithmic parameters and settings + self.precomputed_collocations = {} + self.precomputed_index = {} + self.use_index = use_index + self.use_collocations = use_collocations + self.max_rank = {} + self.precompute_file = precompute_file + self.precompute_rank = precompute_rank + self.precompute_secondary_rank = precompute_secondary_rank + self.use_baeza_yates = use_baeza_yates + self.by_slack_factor = by_slack_factor + self.tight_phrases = tight_phrases + + if require_aligned_chunks: + # one condition is a stronger version of the other. + self.require_aligned_chunks = self.require_aligned_terminal = True + elif require_aligned_terminal: + self.require_aligned_chunks = False + self.require_aligned_terminal = True + else: + self.require_aligned_chunks = self.require_aligned_terminal = False + + # diagnostics + self.prev_norm_prefix = () + + self.findexes = IntList(initial_len=10) + self.findexes1 = IntList(initial_len=10) + + # Online stats + + # True after data is added + self.online = False + + # Keep track of everything that can be sampled: + self.samples_f = defaultdict(int) + + # Phrase counts + self.phrases_f = defaultdict(int) + self.phrases_e = defaultdict(int) + self.phrases_fe = defaultdict(lambda: defaultdict(int)) + self.phrases_al = defaultdict(lambda: defaultdict(tuple)) + + # Bilexical counts + self.bilex_f = defaultdict(int) + self.bilex_e = defaultdict(int) + self.bilex_fe = defaultdict(lambda: defaultdict(int)) + + def configure(self, SuffixArray fsarray, DataArray edarray, + Sampler sampler, Scorer scorer): + '''This gives the RuleFactory access to the Context object. + Here we also use it to precompute the most expensive intersections + in the corpus quickly.''' + self.fsa = fsarray + self.fda = fsarray.darray + self.eda = edarray + self.fid2symid = self.set_idmap(self.fda) + self.eid2symid = self.set_idmap(self.eda) + self.precompute() + self.sampler = sampler + self.scorer = scorer + + cdef set_idmap(self, DataArray darray): + cdef int word_id, new_word_id, N + cdef IntList idmap + + N = len(darray.id2word) + idmap = IntList(initial_len=N) + for word_id from 0 <= word_id < N: + new_word_id = sym_fromstring(darray.id2word[word_id], True) + idmap.arr[word_id] = new_word_id + return idmap + + + def pattern2phrase(self, pattern): + # pattern is a tuple, which we must convert to a hiero Phrase + result = () + arity = 0 + for word_id in pattern: + if word_id == -1: + arity = arity + 1 + new_id = sym_setindex(self.category, arity) + else: + new_id = sym_fromstring(self.fda.id2word[word_id], True) + result = result + (new_id,) + return Phrase(result) + + def pattern2phrase_plus(self, pattern): + # returns a list containing both the pattern, and pattern + # suffixed/prefixed with the NT category. + patterns = [] + result = () + arity = 0 + for word_id in pattern: + if word_id == -1: + arity = arity + 1 + new_id = sym_setindex(self.category, arity) + else: + new_id = sym_fromstring(self.fda.id2word[word_id], True) + result = result + (new_id,) + patterns.append(Phrase(result)) + patterns.append(Phrase(result + (sym_setindex(self.category, 1),))) + patterns.append(Phrase((sym_setindex(self.category, 1),) + result)) + return patterns + + def precompute(self): + cdef Precomputation pre + + if self.precompute_file is not None: + start_time = monitor_cpu() + logger.info("Reading precomputed data from file %s... ", self.precompute_file) + pre = Precomputation(from_binary=self.precompute_file) + # check parameters of precomputation -- some are critical and some are not + if pre.max_nonterminals != self.max_nonterminals: + logger.warn("Precomputation done with max nonterminals %d, decoder uses %d", pre.max_nonterminals, self.max_nonterminals) + if pre.max_length != self.max_length: + logger.warn("Precomputation done with max terminals %d, decoder uses %d", pre.max_length, self.max_length) + if pre.train_max_initial_size != self.train_max_initial_size: + raise Exception("Precomputation done with max initial size %d, decoder uses %d" % (pre.train_max_initial_size, self.train_max_initial_size)) + if pre.train_min_gap_size != self.train_min_gap_size: + raise Exception("Precomputation done with min gap size %d, decoder uses %d" % (pre.train_min_gap_size, self.train_min_gap_size)) + if self.use_index: + logger.info("Converting %d hash keys on precomputed inverted index... ", len(pre.precomputed_index)) + for pattern, arr in pre.precomputed_index.iteritems(): + phrases = self.pattern2phrase_plus(pattern) + for phrase in phrases: + self.precomputed_index[phrase] = arr + if self.use_collocations: + logger.info("Converting %d hash keys on precomputed collocations... ", len(pre.precomputed_collocations)) + for pattern, arr in pre.precomputed_collocations.iteritems(): + phrase = self.pattern2phrase(pattern) + self.precomputed_collocations[phrase] = arr + stop_time = monitor_cpu() + logger.info("Processing precomputations took %f seconds", stop_time - start_time) + + + def get_precomputed_collocation(self, phrase): + if phrase in self.precomputed_collocations: + arr = self.precomputed_collocations[phrase] + return PhraseLocation(arr=arr, arr_low=0, arr_high=len(arr), num_subpatterns=phrase.arity()+1) + return None + + + cdef int* baeza_yates_helper(self, int low1, int high1, int* arr1, int step1, + int low2, int high2, int* arr2, int step2, + int offset_by_one, int len_last, int num_subpatterns, int* result_len): + cdef int i1, i2, j1, j2, med1, med2, med1_plus, med1_minus, med2_minus, med2_plus + cdef int d_first, qsetsize, dsetsize, tmp, search_low, search_high + cdef int med_result_len, low_result_len, high_result_len + cdef long comparison + cdef int* result + cdef int* low_result + cdef int* med_result + cdef int* high_result + cdef Matching loc1, loc2 + + result = malloc(0*sizeof(int*)) + + d_first = 0 + if high1 - low1 > high2 - low2: + d_first = 1 + + # First, check to see if we are at any of the recursive base cases + # Case 1: one of the sets is empty + if low1 >= high1 or low2 >= high2: + return result + + # Case 2: sets are non-overlapping + assign_matching(&loc1, arr1, high1-step1, step1, self.fda.sent_id.arr) + assign_matching(&loc2, arr2, low2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == -1: + return result + + assign_matching(&loc1, arr1, low1, step1, self.fda.sent_id.arr) + assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + return result + + # Case 3: query set and data set do not meet size mismatch constraints; + # We use mergesort instead in this case + qsetsize = (high1-low1) / step1 + dsetsize = (high2-low2) / step2 + if d_first: + tmp = qsetsize + qsetsize = dsetsize + dsetsize = tmp + + if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + free(result) + return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) + + # binary search. There are two flavors, depending on + # whether the queryset or dataset is first + if d_first: + med2 = median(low2, high2, step2) + assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + + search_low = low1 + search_high = high1 + while search_low < search_high: + med1 = median(search_low, search_high, step1) + find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + if comparison == -1: + search_low = med1_plus + elif comparison == 1: + search_high = med1_minus + else: + break + else: + med1 = median(low1, high1, step1) + find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + + search_low = low2 + search_high = high2 + while search_low < search_high: + med2 = median(search_low, search_high, step2) + assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + if comparison == -1: + search_high = med2 + elif comparison == 1: + search_low = med2 + step2 + else: + break + + med_result_len = 0 + med_result = malloc(0*sizeof(int*)) + if search_high > search_low: + # Then there is a match for the median element of Q + # What we want to find is the group of all bindings in the first set + # s.t. their first element == the first element of med1. Then we + # want to store the bindings for all of those elements. We can + # subsequently throw all of them away. + med2_minus = med2 + med2_plus = med2 + step2 + i1 = med1_minus + while i1 < med1_plus: + assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + while med2_minus-step2 >= low2: + assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + med2_minus = med2_minus - step2 + else: + break + i2 = med2_minus + while i2 < high2: + assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + if comparison == 0: + pass + med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + if comparison == -1: + break + i2 = i2 + step2 + if i2 > med2_plus: + med2_plus = i2 + i1 = i1 + step1 + + tmp = med1_minus + med1_minus = med1_plus + med1_plus = tmp + else: + # No match; need to figure out the point of division in D and Q + med2_minus = med2 + med2_plus = med2 + if d_first: + med2_minus = med2_minus + step2 + if comparison == -1: + med1_minus = med1_plus + if comparison == 1: + med1_plus = med1_minus + else: + tmp = med1_minus + med1_minus = med1_plus + med1_plus = tmp + if comparison == 1: + med2_minus = med2_minus + step2 + med2_plus = med2_plus + step2 + + low_result_len = 0 + low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + high_result_len = 0 + high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + + result = extend_arr(result, result_len, low_result, low_result_len) + result = extend_arr(result, result_len, med_result, med_result_len) + result = extend_arr(result, result_len, high_result, high_result_len) + free(low_result) + free(med_result) + free(high_result) + + return result + + + + cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, + Matching* loc2, int offset_by_one, int len_last): + """ + Compares a *set* of bindings, all with the same first element, + to a single binding. Returns -1 if all comparisons == -1, 1 if all + comparisons == 1, and 0 otherwise. + """ + cdef int i1, comparison, prev_comparison + cdef Matching l1_stack + cdef Matching* loc1 + + loc1 = &l1_stack + + i1 = i1_minus + while i1 < i1_plus: + assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + if comparison == 0: + prev_comparison = 0 + break + elif i1 == i1_minus: + prev_comparison = comparison + else: + if comparison != prev_comparison: + prev_comparison = 0 + break + i1 = i1 + step1 + return prev_comparison + + + cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): + cdef int i + + if loc1.sent_id > loc2.sent_id: + return 1 + if loc2.sent_id > loc1.sent_id: + return -1 + + if loc1.size == 1 and loc2.size == 1: + if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + return 1 + + elif offset_by_one: + for i from 1 <= i < loc1.size: + if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + return 1 + if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + return -1 + + else: + if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + return 1 + if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + return -1 + + for i from 1 <= i < loc1.size: + if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + return 1 + if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + return -1 + + if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + return -1 + return 0 + + + cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1, + int low2, int high2, int* arr2, int step2, + int offset_by_one, int len_last, int num_subpatterns, int* result_len): + cdef int i1, i2, j1, j2 + cdef long comparison + cdef int* result + cdef Matching loc1, loc2 + + result_len[0] = 0 + result = malloc(0*sizeof(int)) + + i1 = low1 + i2 = low2 + while i1 < high1 and i2 < high2: + + # First, pop all unneeded loc2's off the stack + assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + while i2 < high2: + assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + i2 = i2 + step2 + else: + break + + # Next: process all loc1's with the same starting val + j1 = i1 + while i1 < high1 and arr1[j1] == arr1[i1]: + assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + j2 = i2 + while j2 < high2: + assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr) + comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + if comparison == 0: + result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len) + if comparison == 1: + pass + if comparison == -1: + break + else: + j2 = j2 + step2 + i1 = i1 + step1 + return result + + + cdef void sort_phrase_loc(self, IntList arr, PhraseLocation loc, Phrase phrase): + cdef int i, j + cdef VEB veb + cdef IntList result + + if phrase in self.precomputed_index: + loc.arr = self.precomputed_index[phrase] + else: + loc.arr = IntList(initial_len=loc.sa_high-loc.sa_low) + veb = VEB(arr.len) + for i from loc.sa_low <= i < loc.sa_high: + veb._insert(arr.arr[i]) + i = veb.veb.min_val + for j from 0 <= j < loc.sa_high-loc.sa_low: + loc.arr.arr[j] = i + i = veb._findsucc(i) + loc.arr_low = 0 + loc.arr_high = loc.arr.len + + + cdef intersect_helper(self, Phrase prefix, Phrase suffix, + PhraseLocation prefix_loc, PhraseLocation suffix_loc, int algorithm): + + cdef IntList arr1, arr2, result + cdef int low1, high1, step1, low2, high2, step2, offset_by_one, len_last, num_subpatterns, result_len + cdef int* result_ptr + + result_len = 0 + + if sym_isvar(suffix[0]): + offset_by_one = 1 + else: + offset_by_one = 0 + + len_last = len(suffix.getchunk(suffix.arity())) + + if prefix_loc.arr is None: + self.sort_phrase_loc(self.fsa.sa, prefix_loc, prefix) + arr1 = prefix_loc.arr + low1 = prefix_loc.arr_low + high1 = prefix_loc.arr_high + step1 = prefix_loc.num_subpatterns + + if suffix_loc.arr is None: + self.sort_phrase_loc(self.fsa.sa, suffix_loc, suffix) + arr2 = suffix_loc.arr + low2 = suffix_loc.arr_low + high2 = suffix_loc.arr_high + step2 = suffix_loc.num_subpatterns + + num_subpatterns = prefix.arity()+1 + + if algorithm == MERGE: + result_ptr = self.merge_helper(low1, high1, arr1.arr, step1, + low2, high2, arr2.arr, step2, + offset_by_one, len_last, num_subpatterns, &result_len) + else: + result_ptr = self.baeza_yates_helper(low1, high1, arr1.arr, step1, + low2, high2, arr2.arr, step2, + offset_by_one, len_last, num_subpatterns, &result_len) + + if result_len == 0: + free(result_ptr) + return None + else: + result = IntList() + free(result.arr) + result.arr = result_ptr + result.len = result_len + result.size = result_len + return PhraseLocation(arr_low=0, arr_high=result_len, arr=result, num_subpatterns=num_subpatterns) + + cdef loc2str(self, PhraseLocation loc): + cdef int i, j + result = "{" + i = 0 + while i < loc.arr_high: + result = result + "(" + for j from i <= j < i + loc.num_subpatterns: + result = result + ("%d " %loc.arr[j]) + result = result + ")" + i = i + loc.num_subpatterns + result = result + "}" + return result + + cdef PhraseLocation intersect(self, prefix_node, suffix_node, Phrase phrase): + cdef Phrase prefix, suffix + cdef PhraseLocation prefix_loc, suffix_loc, result + + prefix = prefix_node.phrase + suffix = suffix_node.phrase + prefix_loc = prefix_node.phrase_location + suffix_loc = suffix_node.phrase_location + + result = self.get_precomputed_collocation(phrase) + if result is not None: + intersect_method = "precomputed" + + if result is None: + if self.use_baeza_yates: + result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, BAEZA_YATES) + intersect_method="double binary" + else: + result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, MERGE) + intersect_method="merge" + return result + + def advance(self, frontier, res, fwords): + cdef unsigned na + nf = [] + for toskip, (i, alt, pathlen) in frontier: + spanlen = fwords[i][alt][2] + if toskip == 0: + res.append((i, alt, pathlen)) + ni = i + spanlen + if ni < len(fwords) and pathlen + 1 < self.max_initial_size: + for na in range(len(fwords[ni])): + nf.append((toskip - 1, (ni, na, pathlen + 1))) + if len(nf) > 0: + return self.advance(nf, res, fwords) + else: + return res + + def get_all_nodes_isteps_away(self, skip, i, spanlen, pathlen, fwords, next_states, reachable_buffer): + cdef unsigned alt_it + frontier = [] + if i+spanlen+skip >= len(next_states): + return frontier + key = tuple([i,spanlen]) + reachable = [] + if key in reachable_buffer: + reachable = reachable_buffer[key] + else: + reachable = self.reachable(fwords, i, spanlen) + reachable_buffer[key] = reachable + for nextreachable in reachable: + for next_id in next_states[nextreachable]: + jump = self.shortest(fwords,i,next_id) + if jump < skip: + continue + if pathlen+jump <= self.max_initial_size: + for alt_id in range(len(fwords[next_id])): + if fwords[next_id][alt_id][0] != EPSILON: + newel = (next_id,alt_id,pathlen+jump) + if newel not in frontier: + frontier.append((next_id,alt_id,pathlen+jump)) + return frontier + + def reachable(self, fwords, ifrom, dist): + ret = [] + if ifrom >= len(fwords): + return ret + for alt_id in range(len(fwords[ifrom])): + if fwords[ifrom][alt_id][0] == EPSILON: + ret.extend(self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist)) + else: + if dist == 0: + if ifrom not in ret: + ret.append(ifrom) + else: + for ifromchild in self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist-1): + if ifromchild not in ret: + ret.append(ifromchild) + + return ret + + def shortest(self, fwords, ifrom, ito): + cdef unsigned alt_id + min = 1000 + if ifrom > ito: + return min + if ifrom == ito: + return 0 + for alt_id in range(len(fwords[ifrom])): + currmin = self.shortest(fwords,ifrom+fwords[ifrom][alt_id][2],ito) + if fwords[ifrom][alt_id][0] != EPSILON: + currmin += 1 + if currmin < min: + min = currmin + return min + + def get_next_states(self, _columns, curr_idx, min_dist=2): + result = [] + candidate = [[curr_idx,0]] + + while len(candidate) > 0: + curr = candidate.pop() + if curr[0] >= len(_columns): + continue + if curr[0] not in result and min_dist <= curr[1] <= self.max_initial_size: + result.append(curr[0]); + curr_col = _columns[curr[0]] + for alt in curr_col: + next_id = curr[0]+alt[2] + jump = 1 + if alt[0] == EPSILON: + jump = 0 + if next_id not in result and min_dist <= curr[1]+jump <= self.max_initial_size+1: + candidate.append([next_id,curr[1]+jump]) + return sorted(result); + + def input(self, fwords, meta): + '''When this function is called on the RuleFactory, + it looks up all of the rules that can be used to translate + the input sentence''' + cdef int i, j, k, flen, arity, num_subpatterns, num_samples, alt, alt_id, nualt + cdef float start_time + cdef PhraseLocation phrase_location + cdef IntList sample, chunklen + cdef Matching matching + cdef Phrase hiero_phrase + + flen = len(fwords) + start_time = monitor_cpu() + self.extract_time = 0.0 + self.intersect_time = 0.0 + nodes_isteps_away_buffer = {} + hit = 0 + reachable_buffer = {} + + # Phrase pairs processed by suffix array extractor. Do not re-extract + # during online extraction. This is probably the hackiest part of + # online grammar extraction. + seen_phrases = set() + + # Do not cache between sentences + self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation()) + + frontier = [] + for i in range(len(fwords)): + for alt in range(0, len(fwords[i])): + if fwords[i][alt][0] != EPSILON: + frontier.append((i, i, (i,), alt, 0, self.rules.root, (), False)) + + xroot = None + x1 = sym_setindex(self.category, 1) + if x1 in self.rules.root.children: + xroot = self.rules.root.children[x1] + else: + xroot = ExtendedTrieNode(suffix_link=self.rules.root, phrase_location=PhraseLocation()) + self.rules.root.children[x1] = xroot + + for i in range(self.min_gap_size, len(fwords)): + for alt in range(0, len(fwords[i])): + if fwords[i][alt][0] != EPSILON: + frontier.append((i-self.min_gap_size, i, (i,), alt, self.min_gap_size, xroot, (x1,), True)) + + next_states = [] + for i in range(len(fwords)): + next_states.append(self.get_next_states(fwords,i,self.min_gap_size)) + + while len(frontier) > 0: + new_frontier = [] + for k, i, input_match, alt, pathlen, node, prefix, is_shadow_path in frontier: + word_id = fwords[i][alt][0] + spanlen = fwords[i][alt][2] + # TODO get rid of k -- pathlen is replacing it + if word_id == EPSILON: + # skipping because word_id is epsilon + if i+spanlen >= len(fwords): + continue + for nualt in range(0,len(fwords[i+spanlen])): + frontier.append((k, i+spanlen, input_match, nualt, pathlen, node, prefix, is_shadow_path)) + continue + + phrase = prefix + (word_id,) + hiero_phrase = Phrase(phrase) + arity = hiero_phrase.arity() + + lookup_required = False + if word_id in node.children: + if node.children[word_id] is None: + # Path dead-ends at this node + continue + else: + # Path continues at this node + node = node.children[word_id] + else: + if node.suffix_link is None: + # Current node is root; lookup required + lookup_required = True + else: + if word_id in node.suffix_link.children: + if node.suffix_link.children[word_id] is None: + # Suffix link reports path is dead end + node.children[word_id] = None + continue + else: + # Suffix link indicates lookup is reqired + lookup_required = True + else: + #ERROR: We never get here + raise Exception("Keyword trie error") + # checking whether lookup_required + if lookup_required: + new_node = None + if is_shadow_path: + # Extending shadow path + # on the shadow path we don't do any search, we just use info from suffix link + new_node = ExtendedTrieNode(phrase_location=node.suffix_link.children[word_id].phrase_location, + suffix_link=node.suffix_link.children[word_id], + phrase=hiero_phrase) + else: + if arity > 0: + # Intersecting because of arity > 0 + intersect_start_time = monitor_cpu() + phrase_location = self.intersect(node, node.suffix_link.children[word_id], hiero_phrase) + intersect_stop_time = monitor_cpu() + self.intersect_time += intersect_stop_time - intersect_start_time + else: + # Suffix array search + phrase_location = node.phrase_location + sa_range = self.fsa.lookup(sym_tostring(phrase[-1]), len(phrase)-1, phrase_location.sa_low, phrase_location.sa_high) + if sa_range is not None: + phrase_location = PhraseLocation(sa_low=sa_range[0], sa_high=sa_range[1]) + else: + phrase_location = None + + if phrase_location is None: + node.children[word_id] = None + # Search failed + continue + # Search succeeded + suffix_link = self.rules.root + if node.suffix_link is not None: + suffix_link = node.suffix_link.children[word_id] + new_node = ExtendedTrieNode(phrase_location=phrase_location, + suffix_link=suffix_link, + phrase=hiero_phrase) + node.children[word_id] = new_node + node = new_node + + '''Automatically add a trailing X node, if allowed -- + This should happen before we get to extraction (so that + the node will exist if needed)''' + if arity < self.max_nonterminals: + xcat_index = arity+1 + xcat = sym_setindex(self.category, xcat_index) + suffix_link_xcat_index = xcat_index + if is_shadow_path: + suffix_link_xcat_index = xcat_index-1 + suffix_link_xcat = sym_setindex(self.category, suffix_link_xcat_index) + node.children[xcat] = ExtendedTrieNode(phrase_location=node.phrase_location, + suffix_link=node.suffix_link.children[suffix_link_xcat], + phrase= Phrase(phrase + (xcat,))) + + # sample from range + if not is_shadow_path: + sample = self.sampler.sample(node.phrase_location) + num_subpatterns = ( node.phrase_location).num_subpatterns + chunklen = IntList(initial_len=num_subpatterns) + for j from 0 <= j < num_subpatterns: + chunklen.arr[j] = hiero_phrase.chunklen(j) + extracts = [] + j = 0 + extract_start = monitor_cpu() + while j < sample.len: + extract = [] + + assign_matching(&matching, sample.arr, j, num_subpatterns, self.fda.sent_id.arr) + loc = tuple(sample[j:j+num_subpatterns]) + extract = self.extract(hiero_phrase, &matching, chunklen.arr, num_subpatterns) + extracts.extend([(e, loc) for e in extract]) + j = j + num_subpatterns + + num_samples = sample.len/num_subpatterns + extract_stop = monitor_cpu() + self.extract_time = self.extract_time + extract_stop - extract_start + if len(extracts) > 0: + fcount = Counter() + fphrases = defaultdict(lambda: defaultdict(lambda: defaultdict(list))) + for (f, e, count, als), loc in extracts: + fcount[f] += count + fphrases[f][e][als].append(loc) + for f, elist in fphrases.iteritems(): + for e, alslist in elist.iteritems(): + alignment, max_locs = max(alslist.iteritems(), key=lambda x: len(x[1])) + locs = tuple(itertools.chain.from_iterable(alslist.itervalues())) + count = len(locs) + scores = self.scorer.score(FeatureContext( + f, e, count, fcount[f], num_samples, + (k,i+spanlen), locs, input_match, + fwords, self.fda, self.eda, + meta, + # Include online stats. None if none. + self.online_ctx_lookup(f, e))) + # Phrase pair processed + if self.online: + seen_phrases.add((f, e)) + yield Rule(self.category, f, e, scores, alignment) + + if len(phrase) < self.max_length and i+spanlen < len(fwords) and pathlen+1 <= self.max_initial_size: + for alt_id in range(len(fwords[i+spanlen])): + new_frontier.append((k, i+spanlen, input_match, alt_id, pathlen + 1, node, phrase, is_shadow_path)) + num_subpatterns = arity + if not is_shadow_path: + num_subpatterns = num_subpatterns + 1 + if len(phrase)+1 < self.max_length and arity < self.max_nonterminals and num_subpatterns < self.max_chunks: + xcat = sym_setindex(self.category, arity+1) + xnode = node.children[xcat] + # I put spanlen=1 below + key = tuple([self.min_gap_size, i, 1, pathlen]) + frontier_nodes = [] + if key in nodes_isteps_away_buffer: + frontier_nodes = nodes_isteps_away_buffer[key] + else: + frontier_nodes = self.get_all_nodes_isteps_away(self.min_gap_size, i, 1, pathlen, fwords, next_states, reachable_buffer) + nodes_isteps_away_buffer[key] = frontier_nodes + + for i, alt, pathlen in frontier_nodes: + new_frontier.append((k, i, input_match + (i,), alt, pathlen, xnode, phrase +(xcat,), is_shadow_path)) + frontier = new_frontier + + # Online rule extraction and scoring + if self.online: + f_syms = tuple(word[0][0] for word in fwords) + for f, lex_i, lex_j in self.get_f_phrases(f_syms): + spanlen = (lex_j - lex_i) + 1 + if not sym_isvar(f[0]): + spanlen += 1 + if not sym_isvar(f[1]): + spanlen += 1 + for e in self.phrases_fe.get(f, ()): + if (f, e) not in seen_phrases: + # Don't add multiple instances of the same phrase here + seen_phrases.add((f, e)) + scores = self.scorer.score(FeatureContext( + f, e, 0, 0, 0, + spanlen, None, None, + fwords, self.fda, self.eda, + meta, + self.online_ctx_lookup(f, e))) + alignment = self.phrases_al[f][e] + yield Rule(self.category, f, e, scores, alignment) + + stop_time = monitor_cpu() + logger.info("Total time for rule lookup, extraction, and scoring = %f seconds", (stop_time - start_time)) + gc.collect() + logger.info(" Extract time = %f seconds", self.extract_time) + logger.info(" Intersect time = %f seconds", self.intersect_time) + + + cdef int find_fixpoint(self, + int f_low, f_high, + int* f_links_low, int* f_links_high, + int* e_links_low, int* e_links_high, + int e_in_low, int e_in_high, + int* e_low, int* e_high, + int* f_back_low, int* f_back_high, + int f_sent_len, int e_sent_len, + int max_f_len, int max_e_len, + int min_fx_size, int min_ex_size, + int max_new_x, + int allow_low_x, int allow_high_x, + int allow_arbitrary_x, int write_log): + cdef int e_low_prev, e_high_prev, f_low_prev, f_high_prev, new_x, new_low_x, new_high_x + + e_low[0] = e_in_low + e_high[0] = e_in_high + self.find_projection(f_low, f_high, f_links_low, f_links_high, e_low, e_high) + if e_low[0] == -1: + # low-priority corner case: if phrase w is unaligned, + # but we don't require aligned terminals, then returning + # an error here might prevent extraction of allowed + # rule X -> X_1 w X_2 / X_1 X_2. This is probably + # not worth the bother, though. + return 0 + elif e_in_low != -1 and e_low[0] != e_in_low: + if e_in_low - e_low[0] < min_ex_size: + e_low[0] = e_in_low - min_ex_size + if e_low[0] < 0: + return 0 + + if e_high[0] - e_low[0] > max_e_len: + return 0 + elif e_in_high != -1 and e_high[0] != e_in_high: + if e_high[0] - e_in_high < min_ex_size: + e_high[0] = e_in_high + min_ex_size + if e_high[0] > e_sent_len: + return 0 + + f_back_low[0] = -1 + f_back_high[0] = -1 + f_low_prev = f_low + f_high_prev = f_high + new_x = 0 + new_low_x = 0 + new_high_x = 0 + + while True: + + if f_back_low[0] == -1: + self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + else: + self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) + self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + + if f_back_low[0] > f_low: + f_back_low[0] = f_low + + if f_back_high[0] < f_high: + f_back_high[0] = f_high + + if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + return 1 + + if allow_low_x == 0 and f_back_low[0] < f_low: + # FAIL: f phrase is not tight + return 0 + + if f_back_high[0] - f_back_low[0] > max_f_len: + # FAIL: f back projection is too wide + return 0 + + if allow_high_x == 0 and f_back_high[0] > f_high: + # FAIL: extension on high side not allowed + return 0 + + if f_low != f_back_low[0]: + if new_low_x == 0: + if new_x >= max_new_x: + # FAIL: extension required on low side violates max # of gaps + return 0 + else: + new_x = new_x + 1 + new_low_x = 1 + if f_low - f_back_low[0] < min_fx_size: + f_back_low[0] = f_low - min_fx_size + if f_back_high[0] - f_back_low[0] > max_f_len: + # FAIL: extension required on low side violates max initial length + return 0 + if f_back_low[0] < 0: + # FAIL: extension required on low side violates sentence boundary + return 0 + + if f_high != f_back_high[0]: + if new_high_x == 0: + if new_x >= max_new_x: + # FAIL: extension required on high side violates max # of gaps + return 0 + else: + new_x = new_x + 1 + new_high_x = 1 + if f_back_high[0] - f_high < min_fx_size: + f_back_high[0] = f_high + min_fx_size + if f_back_high[0] - f_back_low[0] > max_f_len: + # FAIL: extension required on high side violates max initial length + return 0 + if f_back_high[0] > f_sent_len: + # FAIL: extension required on high side violates sentence boundary + return 0 + + e_low_prev = e_low[0] + e_high_prev = e_high[0] + + self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high) + self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high) + if e_low[0] == e_low_prev and e_high[0] == e_high_prev: + return 1 + if allow_arbitrary_x == 0: + # FAIL: arbitrary expansion not permitted + return 0 + if e_high[0] - e_low[0] > max_e_len: + # FAIL: re-projection violates sentence max phrase length + return 0 + f_low_prev = f_back_low[0] + f_high_prev = f_back_high[0] + + + cdef find_projection(self, int in_low, int in_high, int* in_links_low, int* in_links_high, + int* out_low, int* out_high): + cdef int i + for i from in_low <= i < in_high: + if in_links_low[i] != -1: + if out_low[0] == -1 or in_links_low[i] < out_low[0]: + out_low[0] = in_links_low[i] + if out_high[0] == -1 or in_links_high[i] > out_high[0]: + out_high[0] = in_links_high[i] + + + cdef int* int_arr_extend(self, int* arr, int* arr_len, int* data, int data_len): + cdef int new_len + new_len = arr_len[0] + data_len + arr = realloc(arr, new_len*sizeof(int)) + memcpy(arr+arr_len[0], data, data_len*sizeof(int)) + arr_len[0] = new_len + return arr + + + cdef extract_phrases(self, int e_low, int e_high, int* e_gap_low, int* e_gap_high, int* e_links_low, int num_gaps, + int f_low, int f_high, int* f_gap_low, int* f_gap_high, int* f_links_low, + int sent_id, int e_sent_len, int e_sent_start): + cdef int i, j, k, m, n, *e_gap_order, e_x_low, e_x_high, e_x_gap_low, e_x_gap_high + cdef int *e_gaps1, *e_gaps2, len1, len2, step, num_chunks + cdef IntList ephr_arr + cdef result + + result = [] + len1 = 0 + e_gaps1 = malloc(0) + ephr_arr = IntList() + + e_gap_order = malloc(num_gaps*sizeof(int)) + if num_gaps > 0: + e_gap_order[0] = 0 + for i from 1 <= i < num_gaps: + for j from 0 <= j < i: + if e_gap_low[i] < e_gap_low[j]: + for k from j <= k < i: + e_gap_order[k+1] = e_gap_order[k] + e_gap_order[j] = i + break + else: + e_gap_order[i] = i + + e_x_low = e_low + e_x_high = e_high + if not self.tight_phrases: + while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + e_x_low = e_x_low - 1 + while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + e_x_high = e_x_high + 1 + + for i from e_x_low <= i <= e_low: + e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + + for i from 0 <= i < num_gaps: + e_gaps2 = malloc(0) + len2 = 0 + + j = e_gap_order[i] + e_x_gap_low = e_gap_low[j] + e_x_gap_high = e_gap_high[j] + if not self.tight_phrases: + while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + e_x_gap_low = e_x_gap_low - 1 + while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + e_x_gap_high = e_x_gap_high + 1 + + k = 0 + step = 1+(i*2) + while k < len1: + for m from e_x_gap_low <= m <= e_gap_low[j]: + if m >= e_gaps1[k+step-1]: + for n from e_gap_high[j] <= n <= e_x_gap_high: + if n-m >= 1: # extractor.py doesn't restrict target-side gap length + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + k = k + step + free(e_gaps1) + e_gaps1 = e_gaps2 + len1 = len2 + + step = 1+(num_gaps*2) + e_gaps2 = malloc(0) + len2 = 0 + for i from e_high <= i <= e_x_high: + j = 0 + while j < len1: + if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + j = j + step + free(e_gaps1) + e_gaps1 = e_gaps2 + len1 = len2 + + step = (num_gaps+1)*2 + i = 0 + + cdef IntList indexes + while i < len1: + ephr_arr._clear() + num_chunks = 0 + indexes = IntList() + for j from 0 <= j < num_gaps+1: + if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + num_chunks = num_chunks + 1 + for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: + indexes.append(k) + ephr_arr._append(self.eid2symid[self.eda.data.arr[e_sent_start+k]]) + if j < num_gaps: + indexes.append(sym_setindex(self.category, e_gap_order[j]+1)) + ephr_arr._append(sym_setindex(self.category, e_gap_order[j]+1)) + i = i + step + if ephr_arr.len <= self.max_target_length and num_chunks <= self.max_target_chunks: + result.append((Phrase(ephr_arr),indexes)) + + free(e_gaps1) + free(e_gap_order) + return result + + cdef IntList create_alignments(self, int* sent_links, int num_links, + IntList findexes, IntList eindexes): + cdef unsigned i + cdef IntList ret = IntList() + for i in range(findexes.len): + s = findexes.arr[i] + if s < 0: continue + idx = 0 + while idx < num_links * 2: + if sent_links[idx] == s: + j = eindexes.index(sent_links[idx+1]) + ret.append(i * ALIGNMENT_CODE + j) + idx += 2 + return ret + + cdef extract(self, Phrase phrase, Matching* matching, int* chunklen, int num_chunks): + cdef int* sent_links, *e_links_low, *e_links_high, *f_links_low, *f_links_high + cdef int *f_gap_low, *f_gap_high, *e_gap_low, *e_gap_high, num_gaps, gap_start + cdef int i, j, k, e_i, f_i, num_links, num_aligned_chunks, met_constraints, x + cdef int f_low, f_high, e_low, e_high, f_back_low, f_back_high + cdef int e_sent_start, e_sent_end, f_sent_start, f_sent_end, e_sent_len, f_sent_len + cdef int e_word_count, f_x_low, f_x_high, e_x_low, e_x_high, phrase_len + cdef float pair_count + cdef extracts, phrase_list + cdef IntList fphr_arr + cdef Phrase fphr + cdef reason_for_failure + + fphr_arr = IntList() + phrase_len = phrase.n + extracts = [] + sent_links = self.alignment._get_sent_links(matching.sent_id, &num_links) + + e_sent_start = self.eda.sent_index.arr[matching.sent_id] + e_sent_end = self.eda.sent_index.arr[matching.sent_id+1] + e_sent_len = e_sent_end - e_sent_start - 1 + f_sent_start = self.fda.sent_index.arr[matching.sent_id] + f_sent_end = self.fda.sent_index.arr[matching.sent_id+1] + f_sent_len = f_sent_end - f_sent_start - 1 + + self.findexes1.reset() + sofar = 0 + for i in range(num_chunks): + for j in range(chunklen[i]): + self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start); + sofar += 1 + if i+1 < num_chunks: + self.findexes1.append(phrase[sofar]) + sofar += 1 + + + e_links_low = malloc(e_sent_len*sizeof(int)) + e_links_high = malloc(e_sent_len*sizeof(int)) + f_links_low = malloc(f_sent_len*sizeof(int)) + f_links_high = malloc(f_sent_len*sizeof(int)) + f_gap_low = malloc((num_chunks+1)*sizeof(int)) + f_gap_high = malloc((num_chunks+1)*sizeof(int)) + e_gap_low = malloc((num_chunks+1)*sizeof(int)) + e_gap_high = malloc((num_chunks+1)*sizeof(int)) + memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + + reason_for_failure = "" + + for i from 0 <= i < e_sent_len: + e_links_low[i] = -1 + e_links_high[i] = -1 + for i from 0 <= i < f_sent_len: + f_links_low[i] = -1 + f_links_high[i] = -1 + + # this is really inefficient -- might be good to + # somehow replace with binary search just for the f + # links that we care about (but then how to look up + # when we want to check something on the e side?) + i = 0 + while i < num_links*2: + f_i = sent_links[i] + e_i = sent_links[i+1] + if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + f_links_low[f_i] = e_i + if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + f_links_high[f_i] = e_i + 1 + if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + e_links_low[e_i] = f_i + if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + e_links_high[e_i] = f_i + 1 + i = i + 2 + + als = [] + for x in range(matching.start,matching.end): + al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + als.append(al) + # check all source-side alignment constraints + met_constraints = 1 + if self.require_aligned_terminal: + num_aligned_chunks = 0 + for i from 0 <= i < num_chunks: + for j from 0 <= j < chunklen[i]: + if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + num_aligned_chunks = num_aligned_chunks + 1 + break + if num_aligned_chunks == 0: + reason_for_failure = "No aligned terminals" + met_constraints = 0 + if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + reason_for_failure = "Unaligned chunk" + met_constraints = 0 + + if met_constraints and self.tight_phrases: + # outside edge constraints are checked later + for i from 0 <= i < num_chunks-1: + if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + reason_for_failure = "Gaps are not tight phrases" + met_constraints = 0 + break + if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + reason_for_failure = "Gaps are not tight phrases" + met_constraints = 0 + break + + f_low = matching.arr[matching.start] - f_sent_start + f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + if met_constraints: + + if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + self.train_min_gap_size, 0, + self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + gap_error = 0 + num_gaps = 0 + + if f_back_low < f_low: + f_gap_low[0] = f_back_low + f_gap_high[0] = f_low + num_gaps = 1 + gap_start = 0 + phrase_len = phrase_len+1 + if phrase_len > self.max_length: + gap_error = 1 + if self.tight_phrases: + if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + gap_error = 1 + reason_for_failure = "Inside edges of preceding subphrase are not tight" + else: + gap_start = 1 + if self.tight_phrases and f_links_low[f_low] == -1: + # this is not a hard error. we can't extract this phrase + # but we still might be able to extract a superphrase + met_constraints = 0 + + for i from 0 <= i < matching.size - 1: + f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + num_gaps = num_gaps + 1 + + if f_high < f_back_high: + f_gap_low[gap_start+num_gaps] = f_high + f_gap_high[gap_start+num_gaps] = f_back_high + num_gaps = num_gaps + 1 + phrase_len = phrase_len+1 + if phrase_len > self.max_length: + gap_error = 1 + if self.tight_phrases: + if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + gap_error = 1 + reason_for_failure = "Inside edges of following subphrase are not tight" + else: + if self.tight_phrases and f_links_low[f_high-1] == -1: + met_constraints = 0 + + if gap_error == 0: + e_word_count = e_high - e_low + for i from 0 <= i < num_gaps: # check integrity of subphrases + if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, + f_gap_low+gap_start+i, f_gap_high+gap_start+i, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0) == 0: + gap_error = 1 + reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) + break + + if gap_error == 0: + i = 1 + self.findexes.reset() + if f_back_low < f_low: + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.append(sym_setindex(self.category, i)) + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + if f_back_high > f_high: + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + + fphr = Phrase(fphr_arr) + if met_constraints: + phrase_list = self.extract_phrases(e_low, e_high, e_gap_low + gap_start, e_gap_high + gap_start, e_links_low, num_gaps, + f_back_low, f_back_high, f_gap_low + gap_start, f_gap_high + gap_start, f_links_low, + matching.sent_id, e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + reason_for_failure = "Didn't extract anything from [%d, %d] -> [%d, %d]" % (f_back_low, f_back_high, e_low, e_high) + for phrase2, eindexes in phrase_list: + als1 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als1))) + if (num_gaps < self.max_nonterminals and + phrase_len < self.max_length and + f_back_high - f_back_low + self.train_min_gap_size <= self.train_max_initial_size): + if (f_back_low == f_low and + f_low >= self.train_min_gap_size and + ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_back_high-1] != -1))): + f_x_low = f_low-self.train_min_gap_size + met_constraints = 1 + if self.tight_phrases: + while f_x_low >= 0 and f_links_low[f_x_low] == -1: + f_x_low = f_x_low - 1 + if f_x_low < 0 or f_back_high - f_x_low > self.train_max_initial_size: + met_constraints = 0 + + if (met_constraints and + (self.find_fixpoint(f_x_low, f_back_high, + f_links_low, f_links_high, e_links_low, e_links_high, + e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 1, 1, 1, 1, 0, 1, 0) == 1) and + ((not self.tight_phrases) or f_links_low[f_x_low] != -1) and + self.find_fixpoint(f_x_low, f_low, # check integrity of new subphrase + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0)): + fphr_arr._clear() + i = 1 + self.findexes.reset() + self.findexes.append(sym_setindex(self.category, i)) + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + if f_back_high > f_high: + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + fphr = Phrase(fphr_arr) + phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+1, + f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, matching.sent_id, + e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + for phrase2, eindexes in phrase_list: + als2 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als2))) + + if (f_back_high == f_high and + f_sent_len - f_high >= self.train_min_gap_size and + ((not self.tight_phrases) or (f_links_low[f_high] != -1 and f_links_low[f_back_low] != -1))): + f_x_high = f_high+self.train_min_gap_size + met_constraints = 1 + if self.tight_phrases: + while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + f_x_high = f_x_high + 1 + if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size: + met_constraints = 0 + + if (met_constraints and + self.find_fixpoint(f_back_low, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 1, 1, 1, 0, 1, 1, 0) and + ((not self.tight_phrases) or f_links_low[f_x_high-1] != -1) and + self.find_fixpoint(f_high, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low+gap_start+num_gaps, e_gap_high+gap_start+num_gaps, + f_gap_low+gap_start+num_gaps, f_gap_high+gap_start+num_gaps, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0)): + fphr_arr._clear() + i = 1 + self.findexes.reset() + if f_back_low < f_low: + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.append(sym_setindex(self.category, i)) + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + fphr = Phrase(fphr_arr) + phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low+gap_start, e_gap_high+gap_start, e_links_low, num_gaps+1, + f_x_low, f_x_high, f_gap_low+gap_start, f_gap_high+gap_start, f_links_low, + matching.sent_id, e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + for phrase2, eindexes in phrase_list: + als3 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als3))) + if (num_gaps < self.max_nonterminals - 1 and + phrase_len+1 < self.max_length and + f_back_high == f_high and + f_back_low == f_low and + f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + f_low >= self.train_min_gap_size and + f_high <= f_sent_len - self.train_min_gap_size and + ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + + met_constraints = 1 + f_x_low = f_low-self.train_min_gap_size + if self.tight_phrases: + while f_x_low >= 0 and f_links_low[f_x_low] == -1: + f_x_low = f_x_low - 1 + if f_x_low < 0: + met_constraints = 0 + + f_x_high = f_high+self.train_min_gap_size + if self.tight_phrases: + while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + f_x_high = f_x_high + 1 + if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + met_constraints = 0 + + if (met_constraints and + (self.find_fixpoint(f_x_low, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 1, 1, 2, 1, 1, 1, 1) == 1) and + ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and + self.find_fixpoint(f_x_low, f_low, + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0) and + self.find_fixpoint(f_high, f_x_high, + f_links_low, f_links_high, e_links_low, e_links_high, + -1, -1, e_gap_low+1+num_gaps, e_gap_high+1+num_gaps, + f_gap_low+1+num_gaps, f_gap_high+1+num_gaps, + f_sent_len, e_sent_len, + self.train_max_initial_size, self.train_max_initial_size, + 0, 0, 0, 0, 0, 0, 0)): + fphr_arr._clear() + i = 1 + self.findexes.reset() + self.findexes.append(sym_setindex(self.category, i)) + fphr_arr._append(sym_setindex(self.category, i)) + i = i+1 + self.findexes.extend(self.findexes1) + for j from 0 <= j < phrase.n: + if sym_isvar(phrase.syms[j]): + fphr_arr._append(sym_setindex(self.category, i)) + i = i + 1 + else: + fphr_arr._append(phrase.syms[j]) + fphr_arr._append(sym_setindex(self.category, i)) + self.findexes.append(sym_setindex(self.category, i)) + fphr = Phrase(fphr_arr) + phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+2, + f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, + matching.sent_id, e_sent_len, e_sent_start) + if len(phrase_list) > 0: + pair_count = 1.0 / len(phrase_list) + else: + pair_count = 0 + for phrase2, eindexes in phrase_list: + als4 = self.create_alignments(sent_links,num_links,self.findexes,eindexes) + extracts.append((fphr, phrase2, pair_count, tuple(als4))) + else: + reason_for_failure = "Unable to extract basic phrase" + + free(sent_links) + free(f_links_low) + free(f_links_high) + free(e_links_low) + free(e_links_high) + free(f_gap_low) + free(f_gap_high) + free(e_gap_low) + free(e_gap_high) + + return extracts + + # + # Online grammar extraction handling + # + + # Aggregate stats from a training instance + # (Extract rules, update counts) + def add_instance(self, f_words, e_words, alignment): + + self.online = True + + # Rules extracted from this instance + # Track span of lexical items (terminals) to make + # sure we don't extract the same rule for the same + # span more than once. + # (f, e, al, lex_f_i, lex_f_j) + rules = set() + + f_len = len(f_words) + e_len = len(e_words) + + # Pre-compute alignment info + al = [[] for i in range(f_len)] + fe_span = [[e_len + 1, -1] for i in range(f_len)] + ef_span = [[f_len + 1, -1] for i in range(e_len)] + for f, e in alignment: + al[f].append(e) + fe_span[f][0] = min(fe_span[f][0], e) + fe_span[f][1] = max(fe_span[f][1], e) + ef_span[e][0] = min(ef_span[e][0], f) + ef_span[e][1] = max(ef_span[e][1], f) + + # Target side word coverage + cover = [0] * e_len + # Non-terminal coverage + f_nt_cover = [0] * f_len + e_nt_cover = [0] * e_len + + # Extract all possible hierarchical phrases starting at a source index + # f_ i and j are current, e_ i and j are previous + # We care _considering_ f_j, so it is not yet in counts + def extract(f_i, f_j, e_i, e_j, min_bound, wc, links, nt, nt_open): + # Phrase extraction limits + if f_j > (f_len - 1) or (f_j - f_i) + 1 > self.max_initial_size: + return + # Unaligned word + if not al[f_j]: + # Adjacent to non-terminal: extend (non-terminal now open) + if nt and nt[-1][2] == f_j - 1: + nt[-1][2] += 1 + extract(f_i, f_j + 1, e_i, e_j, min_bound, wc, links, nt, True) + nt[-1][2] -= 1 + # Unless non-terminal already open, always extend with word + # Make sure adding a word doesn't exceed length + if not nt_open and wc < self.max_length: + extract(f_i, f_j + 1, e_i, e_j, min_bound, wc + 1, links, nt, False) + return + # Aligned word + link_i = fe_span[f_j][0] + link_j = fe_span[f_j][1] + new_e_i = min(link_i, e_i) + new_e_j = max(link_j, e_j) + # Check reverse links of newly covered words to see if they violate left + # bound (return) or extend minimum right bound for chunk + new_min_bound = min_bound + # First aligned word creates span + if e_j == -1: + for i from new_e_i <= i <= new_e_j: + if ef_span[i][0] < f_i: + return + new_min_bound = max(new_min_bound, ef_span[i][1]) + # Other aligned words extend span + else: + for i from new_e_i <= i < e_i: + if ef_span[i][0] < f_i: + return + new_min_bound = max(new_min_bound, ef_span[i][1]) + for i from e_j < i <= new_e_j: + if ef_span[i][0] < f_i: + return + new_min_bound = max(new_min_bound, ef_span[i][1]) + # Extract, extend with word (unless non-terminal open) + if not nt_open: + nt_collision = False + for link in al[f_j]: + if e_nt_cover[link]: + nt_collision = True + # Non-terminal collisions block word extraction and extension, but + # may be okay for continuing non-terminals + if not nt_collision and wc < self.max_length: + plus_links = [] + for link in al[f_j]: + plus_links.append((f_j, link)) + cover[link] += 1 + links.append(plus_links) + if links and f_j >= new_min_bound: + rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links)) + extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc + 1, links, nt, False) + links.pop() + for link in al[f_j]: + cover[link] -= 1 + # Try to add a word to current non-terminal (if any), extract, extend + if nt and nt[-1][2] == f_j - 1: + # Add to non-terminal, checking for collisions + old_last_nt = nt[-1][:] + nt[-1][2] = f_j + if link_i < nt[-1][3]: + if not span_check(cover, link_i, nt[-1][3] - 1): + nt[-1] = old_last_nt + return + span_inc(cover, link_i, nt[-1][3] - 1) + span_inc(e_nt_cover, link_i, nt[-1][3] - 1) + nt[-1][3] = link_i + if link_j > nt[-1][4]: + if not span_check(cover, nt[-1][4] + 1, link_j): + nt[-1] = old_last_nt + return + span_inc(cover, nt[-1][4] + 1, link_j) + span_inc(e_nt_cover, nt[-1][4] + 1, link_j) + nt[-1][4] = link_j + if links and f_j >= new_min_bound: + rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links)) + extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc, links, nt, False) + nt[-1] = old_last_nt + if link_i < nt[-1][3]: + span_dec(cover, link_i, nt[-1][3] - 1) + span_dec(e_nt_cover, link_i, nt[-1][3] - 1) + if link_j > nt[-1][4]: + span_dec(cover, nt[-1][4] + 1, link_j) + span_dec(e_nt_cover, nt[-1][4] + 1, link_j) + # Try to start a new non-terminal, extract, extend + if (not nt or f_j - nt[-1][2] > 1) and wc < self.max_length and len(nt) < self.max_nonterminals: + # Check for collisions + if not span_check(cover, link_i, link_j): + return + span_inc(cover, link_i, link_j) + span_inc(e_nt_cover, link_i, link_j) + nt.append([(nt[-1][0] + 1) if nt else 1, f_j, f_j, link_i, link_j]) + # Require at least one word in phrase + if links and f_j >= new_min_bound: + rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links)) + extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc + 1, links, nt, False) + nt.pop() + span_dec(cover, link_i, link_j) + span_dec(e_nt_cover, link_i, link_j) + + # Try to extract phrases from every f index + for f_i from 0 <= f_i < f_len: + # Skip if phrases won't be tight on left side + if not al[f_i]: + continue + extract(f_i, f_i, f_len + 1, -1, f_i, 0, [], [], False) + + # Update possible phrases (samples) + # This could be more efficiently integrated with extraction + # at the cost of readability + for f, lex_i, lex_j in self.get_f_phrases(f_words): + self.samples_f[f] += 1 + + # Update phrase counts + for rule in rules: + (f_ph, e_ph, al) = rule[:3] + self.phrases_f[f_ph] += 1 + self.phrases_e[e_ph] += 1 + self.phrases_fe[f_ph][e_ph] += 1 + if not self.phrases_al[f_ph][e_ph]: + self.phrases_al[f_ph][e_ph] = al + + # Update Bilexical counts + for e_w in e_words: + self.bilex_e[e_w] += 1 + for f_w in f_words: + self.bilex_f[f_w] += 1 + for e_w in e_words: + self.bilex_fe[f_w][e_w] += 1 + + # Create a rule from source, target, non-terminals, and alignments + def form_rule(self, f_i, e_i, f_span, e_span, nt, al): + + # Substitute in non-terminals + nt_inv = sorted(nt, cmp=lambda x, y: cmp(x[3], y[3])) + f_sym = list(f_span[:]) + off = f_i + for next_nt in nt: + nt_len = (next_nt[2] - next_nt[1]) + 1 + i = 0 + while i < nt_len: + f_sym.pop(next_nt[1] - off) + i += 1 + f_sym.insert(next_nt[1] - off, sym_setindex(self.category, next_nt[0])) + off += (nt_len - 1) + e_sym = list(e_span[:]) + off = e_i + for next_nt in nt_inv: + nt_len = (next_nt[4] - next_nt[3]) + 1 + i = 0 + while i < nt_len: + e_sym.pop(next_nt[3] - off) + i += 1 + e_sym.insert(next_nt[3] - off, sym_setindex(self.category, next_nt[0])) + off += (nt_len - 1) + + # Adjusting alignment links takes some doing + links = [list(link) for sub in al for link in sub] + links_inv = sorted(links, cmp=lambda x, y: cmp(x[1], y[1])) + links_len = len(links) + nt_len = len(nt) + nt_i = 0 + off = f_i + i = 0 + while i < links_len: + while nt_i < nt_len and links[i][0] > nt[nt_i][1]: + off += (nt[nt_i][2] - nt[nt_i][1]) + nt_i += 1 + links[i][0] -= off + i += 1 + nt_i = 0 + off = e_i + i = 0 + while i < links_len: + while nt_i < nt_len and links_inv[i][1] > nt_inv[nt_i][3]: + off += (nt_inv[nt_i][4] - nt_inv[nt_i][3]) + nt_i += 1 + links_inv[i][1] -= off + i += 1 + + # Find lexical span + lex_f_i = f_i + lex_f_j = f_i + (len(f_span) - 1) + if nt: + if nt[0][1] == lex_f_i: + lex_f_i += (nt[0][2] - nt[0][1]) + 1 + if nt[-1][2] == lex_f_j: + lex_f_j -= (nt[-1][2] - nt[-1][1]) + 1 + + # Create rule (f_phrase, e_phrase, links, f_link_min, f_link_max) + f = Phrase(f_sym) + e = Phrase(e_sym) + a = tuple(self.alignment.link(i, j) for i, j in links) + return (f, e, a, lex_f_i, lex_f_j) + + # Rule string from rule + def fmt_rule(self, f, e, a): + a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a) + return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str) + + # Debugging + def dump_online_stats(self): + logger.info('------------------------------') + logger.info(' Online Stats ') + logger.info('------------------------------') + logger.info('f') + for w in self.bilex_f: + logger.info(sym_tostring(w) + ' : ' + str(self.bilex_f[w])) + logger.info('e') + for w in self.bilex_e: + logger.info(sym_tostring(w) + ' : ' + str(self.bilex_e[w])) + logger.info('fe') + for w in self.bilex_fe: + for w2 in self.bilex_fe[w]: + logger.info(sym_tostring(w) + ' : ' + sym_tostring(w2) + ' : ' + str(self.bilex_fe[w][w2])) + logger.info('F') + for ph in self.phrases_f: + logger.info(str(ph) + ' ||| ' + str(self.phrases_f[ph])) + logger.info('E') + for ph in self.phrases_e: + logger.info(str(ph) + ' ||| ' + str(self.phrases_e[ph])) + logger.info('FE') + self.dump_online_rules() + + def dump_online_rules(self): + for ph in self.phrases_fe: + for ph2 in self.phrases_fe[ph]: + logger.info(self.fmt_rule(str(ph), str(ph2), self.phrases_al[ph][ph2]) + ' ||| ' + str(self.phrases_fe[ph][ph2])) + + # Lookup online stats for phrase pair (f, e). Return None if no match. + # IMPORTANT: use get() to avoid adding items to defaultdict + def online_ctx_lookup(self, f, e): + if self.online: + fcount = self.phrases_f.get(f, 0) + fsample_count = self.samples_f.get(f, 0) + d = self.phrases_fe.get(f, None) + paircount = d.get(e, 0) if d else 0 + return OnlineFeatureContext(fcount, fsample_count, paircount, self.bilex_f, self.bilex_e, self.bilex_fe) + return None + + # Find all phrases that we might try to extract + # (Used for EGivenFCoherent) + # Return set of (fphrase, lex_i, lex_j) + def get_f_phrases(self, f_words): + + f_len = len(f_words) + phrases = set() # (fphrase, lex_i, lex_j) + + def extract(f_i, f_j, lex_i, lex_j, wc, ntc, syms): + # Phrase extraction limits + if f_j > (f_len - 1) or (f_j - f_i) + 1 > self.max_initial_size: + return + # Extend with word + if wc + ntc < self.max_length: + syms.append(f_words[f_j]) + f = Phrase(syms) + new_lex_i = min(lex_i, f_j) + new_lex_j = max(lex_j, f_j) + phrases.add((f, new_lex_i, new_lex_j)) + extract(f_i, f_j + 1, new_lex_i, new_lex_j, wc + 1, ntc, syms) + syms.pop() + # Extend with existing non-terminal + if syms and sym_isvar(syms[-1]): + # Don't re-extract the same phrase + extract(f_i, f_j + 1, lex_i, lex_j, wc, ntc, syms) + # Extend with new non-terminal + if wc + ntc < self.max_length: + if not syms or (ntc < self.max_nonterminals and not sym_isvar(syms[-1])): + syms.append(sym_setindex(self.category, ntc + 1)) + f = Phrase(syms) + if wc > 0: + phrases.add((f, lex_i, lex_j)) + extract(f_i, f_j + 1, lex_i, lex_j, wc, ntc + 1, syms) + syms.pop() + + # Try to extract phrases from every f index + for f_i from 0 <= f_i < f_len: + extract(f_i, f_i, f_len, -1, 0, 0, []) + + return phrases + +# Spans are _inclusive_ on both ends [i, j] +def span_check(vec, i, j): + k = i + while k <= j: + if vec[k]: + return False + k += 1 + return True + +def span_inc(vec, i, j): + k = i + while k <= j: + vec[k] += 1 + k += 1 + +def span_dec(vec, i, j): + k = i + while k <= j: + vec[k] -= 1 + k += 1 diff --git a/python/cdec/sa/str_map.pxi b/python/cdec/sa/str_map.pxi new file mode 100644 index 00000000..3a8439a4 --- /dev/null +++ b/python/cdec/sa/str_map.pxi @@ -0,0 +1,23 @@ +cdef extern from "strmap.h": + ctypedef struct StrMap + StrMap* stringmap_new() + void stringmap_delete(StrMap *vocab) + int stringmap_index(StrMap *vocab, char *s) + char* stringmap_word(StrMap *vocab, int i) + +cdef class StringMap: + cdef StrMap *vocab + cdef char *word(self, int i) + cdef int index(self, char *s) + + def __cinit__(self): + self.vocab = stringmap_new() + + def __dealloc__(self): + stringmap_delete(self.vocab) + + cdef char *word(self, int i): + return stringmap_word(self.vocab, i) + + cdef int index(self, char *s): + return stringmap_index(self.vocab, s) diff --git a/python/cdec/sa/strmap.cc b/python/cdec/sa/strmap.cc new file mode 100644 index 00000000..5040477e --- /dev/null +++ b/python/cdec/sa/strmap.cc @@ -0,0 +1,232 @@ +#include "strmap.h" + +#include +#include +#include +#include + +using namespace std; +using namespace std::tr1; + +#undef HAVE_64_BITS + +#if INTPTR_MAX == INT32_MAX +# define HAVE_64_BITS 0 +#elif INTPTR_MAX >= INT64_MAX +# define HAVE_64_BITS 1 +#else +# error "couldn't tell if HAVE_64_BITS from INTPTR_MAX INT32_MAX INT64_MAX" +#endif + +typedef uintptr_t MurmurInt; + +// MurmurHash2, by Austin Appleby + +static const uint32_t DEFAULT_SEED=2654435769U; + +#if HAVE_64_BITS +//MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED); + +inline uint64_t MurmurHash64( const void * key, int len, unsigned int seed=DEFAULT_SEED ) +{ + const uint64_t m = 0xc6a4a7935bd1e995ULL; + const int r = 47; + + uint64_t h = seed ^ (len * m); + + const uint64_t * data = (const uint64_t *)key; + const uint64_t * end = data + (len/8); + + while(data != end) + { + uint64_t k = *data++; + + k *= m; + k ^= k >> r; + k *= m; + + h ^= k; + h *= m; + } + + const unsigned char * data2 = (const unsigned char*)data; + + switch(len & 7) + { + case 7: h ^= uint64_t(data2[6]) << 48; + case 6: h ^= uint64_t(data2[5]) << 40; + case 5: h ^= uint64_t(data2[4]) << 32; + case 4: h ^= uint64_t(data2[3]) << 24; + case 3: h ^= uint64_t(data2[2]) << 16; + case 2: h ^= uint64_t(data2[1]) << 8; + case 1: h ^= uint64_t(data2[0]); + h *= m; + }; + + h ^= h >> r; + h *= m; + h ^= h >> r; + + return h; +} + +inline uint32_t MurmurHash32(void const *key, int len, uint32_t seed=DEFAULT_SEED) +{ + return (uint32_t) MurmurHash64(key,len,seed); +} + +inline MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED) +{ + return MurmurHash64(key,len,seed); +} + +#else +// 32-bit + +// Note - This code makes a few assumptions about how your machine behaves - +// 1. We can read a 4-byte value from any address without crashing +// 2. sizeof(int) == 4 +inline uint32_t MurmurHash32 ( const void * key, int len, uint32_t seed=DEFAULT_SEED) +{ + // 'm' and 'r' are mixing constants generated offline. + // They're not really 'magic', they just happen to work well. + + const uint32_t m = 0x5bd1e995; + const int r = 24; + + // Initialize the hash to a 'random' value + + uint32_t h = seed ^ len; + + // Mix 4 bytes at a time into the hash + + const unsigned char * data = (const unsigned char *)key; + + while(len >= 4) + { + uint32_t k = *(uint32_t *)data; + + k *= m; + k ^= k >> r; + k *= m; + + h *= m; + h ^= k; + + data += 4; + len -= 4; + } + + // Handle the last few bytes of the input array + + switch(len) + { + case 3: h ^= data[2] << 16; + case 2: h ^= data[1] << 8; + case 1: h ^= data[0]; + h *= m; + }; + + // Do a few final mixes of the hash to ensure the last few + // bytes are well-incorporated. + + h ^= h >> 13; + h *= m; + h ^= h >> 15; + + return h; +} + +inline MurmurInt MurmurHash ( const void * key, int len, uint32_t seed=DEFAULT_SEED) { + return MurmurHash32(key,len,seed); +} + +// 64-bit hash for 32-bit platforms + +inline uint64_t MurmurHash64 ( const void * key, int len, uint32_t seed=DEFAULT_SEED) +{ + const uint32_t m = 0x5bd1e995; + const int r = 24; + + uint32_t h1 = seed ^ len; + uint32_t h2 = 0; + + const uint32_t * data = (const uint32_t *)key; + + while(len >= 8) + { + uint32_t k1 = *data++; + k1 *= m; k1 ^= k1 >> r; k1 *= m; + h1 *= m; h1 ^= k1; + len -= 4; + + uint32_t k2 = *data++; + k2 *= m; k2 ^= k2 >> r; k2 *= m; + h2 *= m; h2 ^= k2; + len -= 4; + } + + if(len >= 4) + { + uint32_t k1 = *data++; + k1 *= m; k1 ^= k1 >> r; k1 *= m; + h1 *= m; h1 ^= k1; + len -= 4; + } + + switch(len) + { + case 3: h2 ^= ((unsigned char*)data)[2] << 16; + case 2: h2 ^= ((unsigned char*)data)[1] << 8; + case 1: h2 ^= ((unsigned char*)data)[0]; + h2 *= m; + }; + + h1 ^= h2 >> 18; h1 *= m; + h2 ^= h1 >> 22; h2 *= m; + h1 ^= h2 >> 17; h1 *= m; + h2 ^= h1 >> 19; h2 *= m; + + uint64_t h = h1; + + h = (h << 32) | h2; + + return h; +} + +#endif +//32bit + +struct MurmurHasher { + size_t operator()(const string& s) const { + return MurmurHash(s.c_str(), s.size()); + } +}; + +struct StrMap { + StrMap() { keys_.reserve(10000); keys_.push_back(""); map_[keys_[0]] = 0; } + unordered_map map_; + vector keys_; +}; + +StrMap* stringmap_new() { + return new StrMap; +} + +void stringmap_delete(StrMap *vocab) { + delete vocab; +} + +int stringmap_index(StrMap *vocab, char *s) { + int& cell = vocab->map_[s]; + if (!cell) { + cell = vocab->keys_.size(); + vocab->keys_.push_back(s); + } + return cell; +} + +char* stringmap_word(StrMap *vocab, int i) { + return const_cast(vocab->keys_[i].c_str()); +} + diff --git a/python/cdec/sa/strmap.h b/python/cdec/sa/strmap.h new file mode 100644 index 00000000..a218a4c0 --- /dev/null +++ b/python/cdec/sa/strmap.h @@ -0,0 +1,22 @@ +#ifndef _STRMAP_H_ +#define _STRMAP_H_ + +#ifdef __cplusplus + extern "C" { +#else + typedef struct StrMap StrMap; /* dummy type to stand in for class */ +#endif + +struct StrMap; + +StrMap* stringmap_new(); +void stringmap_delete(StrMap *vocab); +int stringmap_index(StrMap *vocab, char *s); +char* stringmap_word(StrMap *vocab, int i); + +#ifdef __cplusplus + } +#endif + + +#endif diff --git a/python/cdec/sa/suffix_array.pxi b/python/cdec/sa/suffix_array.pxi new file mode 100644 index 00000000..de4adcd9 --- /dev/null +++ b/python/cdec/sa/suffix_array.pxi @@ -0,0 +1,250 @@ +# Defines suffix arrays that can be directly written to/read from disk in binary format +# Adam Lopez + +from libc.stdio cimport FILE, fclose, fopen + +cdef class SuffixArray: + cdef DataArray darray + cdef IntList sa + cdef IntList ha + + def __cinit__(self, from_binary=None, from_text=None, side=None): + self.darray = DataArray() + self.sa = IntList() + self.ha = IntList() + if from_binary: + self.read_binary(from_binary) + elif from_text: + self.read_text(from_text, side) + + def __getitem__(self, i): + return self.sa.arr[i] + + def read_text(self, filename, side): + '''Constructs suffix array using the algorithm + of Larsson & Sadahkane (1999)''' + cdef int V, N, i, j, h, a_i, n, current_run, skip + cdef IntList isa, word_count + + self.darray = DataArray(from_text=filename, side=side, use_sent_id=True) + N = len(self.darray) + V = len(self.darray.id2word) + + self.sa = IntList(initial_len=N) + self.ha = IntList(initial_len=V+1) + + isa = IntList(initial_len=N) + word_count = IntList(initial_len=V+1) + + '''Step 1: bucket sort data''' + cdef float sort_start_time = monitor_cpu() + cdef float start_time = sort_start_time + for i from 0 <= i < N: + a_i = self.darray.data.arr[i] + word_count.arr[a_i] = word_count.arr[a_i] + 1 + + n = 0 + for i from 0 <= i < V+1: + self.ha.arr[i] = n + n = n + word_count.arr[i] + word_count.arr[i] = 0 + + for i from 0 <= i < N: + a_i = self.darray.data.arr[i] + self.sa.arr[self.ha.arr[a_i] + word_count.arr[a_i]] = i + isa.arr[i] = self.ha.arr[a_i + 1] - 1 # bucket pointer is last index in bucket + word_count.arr[a_i] = word_count.arr[a_i] + 1 + + '''Determine size of initial runs''' + current_run = 0 + for i from 0 <= i < V+1: + if i < V and self.ha.arr[i+1] - self.ha.arr[i] == 1: + current_run = current_run + 1 + else: + if current_run > 0: + self.sa.arr[self.ha.arr[i] - current_run] = -current_run + current_run = 0 + + logger.info(" Bucket sort took %f seconds", (monitor_cpu() - sort_start_time)) + + '''Step 2: prefix-doubling sort''' + h = 1 + while self.sa.arr[0] != -N: + sort_start_time = monitor_cpu() + logger.debug(" Refining, sort depth = %d", h) + i = 0 + skip = 0 + while i < N: + if self.sa.arr[i] < 0: + skip = skip + self.sa.arr[i] + i = i - self.sa.arr[i] + else: + if skip < 0: + self.sa.arr[i+skip] = skip + skip = 0 + j = isa.arr[self.sa.arr[i]] + self.q3sort(i, j, h, isa) + i = j+1 + if skip < 0: + self.sa.arr[i+skip] = skip + h = h * 2 + logger.debug(" Refinement took %f seconds", (monitor_cpu() - sort_start_time)) + + '''Step 3: read off suffix array from inverse suffix array''' + logger.info(" Finalizing sort...") + for i from 0 <= i < N: + j = isa.arr[i] + self.sa.arr[j] = i + logger.info("Suffix array construction took %f seconds", (monitor_cpu() - start_time)) + + def q3sort(self, int i, int j, int h, IntList isa, pad=""): + '''This is a ternary quicksort. It divides the array into + three partitions: items less than the pivot, items equal + to pivot, and items greater than pivot. The first and last + of these partitions are then recursively sorted''' + cdef int k, midpoint, pval, phead, ptail, tmp + + if j-i < -1: + raise Exception("Unexpected condition found in q3sort: sort from %d to %d" % (i,j)) + if j-i == -1: # recursive base case -- empty interval + return + if (j-i == 0): # recursive base case -- singleton interval + isa.arr[self.sa.arr[i]] = i + self.sa.arr[i] = -1 + return + + # NOTE: choosing the first item as a pivot value resulted in + # stack overflow for some very large buckets. I think there + # is a natural bias towards order due the way the word ids are + # assigned; thus this resulted in the range to the left of the + # pivot being nearly empty. Therefore, choose the middle item. + # If the method of assigning word_id's is changed, this method + # may need to be reconsidered as well. + midpoint = (i+j)/2 + pval = isa.arr[self.sa.arr[midpoint] + h] + if i != midpoint: + tmp = self.sa.arr[midpoint] + self.sa.arr[midpoint] = self.sa.arr[i] + self.sa.arr[i] = tmp + phead = i + ptail = i + + # find the three partitions. phead marks the first element + # of the middle partition, and ptail marks the last element + for k from i+1 <= k < j+1: + if isa.arr[self.sa.arr[k] + h] < pval: + if k > ptail+1: + tmp = self.sa.arr[phead] + self.sa.arr[phead] = self.sa.arr[k] + self.sa.arr[k] = self.sa.arr[ptail+1] + self.sa.arr[ptail+1] = tmp + else: # k == ptail+1 + tmp = self.sa.arr[phead] + self.sa.arr[phead] = self.sa.arr[k] + self.sa.arr[k] = tmp + phead = phead + 1 + ptail = ptail + 1 + else: + if isa.arr[self.sa.arr[k] + h] == pval: + if k > ptail+1: + tmp = self.sa.arr[ptail+1] + self.sa.arr[ptail+1] = self.sa.arr[k] + self.sa.arr[k] = tmp + ptail = ptail + 1 + + # recursively sort smaller suffixes + self.q3sort(i, phead-1, h, isa, pad+" ") + + # update suffixes with pivot value + # corresponds to update_group function in Larsson & Sadakane + for k from phead <= k < ptail+1: + isa.arr[self.sa.arr[k]] = ptail + if phead == ptail: + self.sa.arr[phead] = -1 + + # recursively sort larger suffixes + self.q3sort(ptail+1, j, h, isa, pad+" ") + + + def write_text(self, char* filename): + self.darray.write_text(filename) + + def read_binary(self, char* filename): + cdef FILE *f + f = fopen(filename, "r") + self.darray.read_handle(f) + self.sa.read_handle(f) + self.ha.read_handle(f) + fclose(f) + + def write_binary(self, char* filename): + cdef FILE* f + f = fopen(filename, "w") + self.darray.write_handle(f) + self.sa.write_handle(f) + self.ha.write_handle(f) + fclose(f) + + def write_enhanced(self, char* filename): + with open(filename, "w") as f: + self.darray.write_enhanced_handle(f) + for a_i in self.sa: + f.write("%d " % a_i) + f.write("\n") + for w_i in self.ha: + f.write("%d " % w_i) + f.write("\n") + + cdef int __search_high(self, int word_id, int offset, int low, int high): + cdef int midpoint + + if low >= high: + return high + midpoint = (high + low) / 2 + if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: + return self.__search_high(word_id, offset, midpoint+1, high) + else: + return self.__search_high(word_id, offset, low, midpoint) + + cdef int __search_low(self, int word_id, int offset, int low, int high): + cdef int midpoint + + if low >= high: + return high + midpoint = (high + low) / 2 + if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: + return self.__search_low(word_id, offset, low, midpoint) + else: + return self.__search_low(word_id, offset, midpoint+1, high) + + cdef __get_range(self, int word_id, int offset, int low, int high, int midpoint): + return (self.__search_low(word_id, offset, low, midpoint), + self.__search_high(word_id, offset, midpoint, high)) + + cdef __lookup_helper(self, int word_id, int offset, int low, int high): + cdef int midpoint + + if offset == 0: + return (self.ha.arr[word_id], self.ha.arr[word_id+1]) + if low >= high: + return None + + midpoint = (high + low) / 2 + if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id: + return self.__get_range(word_id, offset, low, high, midpoint) + if self.darray.data.arr[self.sa.arr[midpoint] + offset] > word_id: + return self.__lookup_helper(word_id, offset, low, midpoint) + else: + return self.__lookup_helper(word_id, offset, midpoint+1, high) + + def lookup(self, word, int offset, int low, int high): + cdef int wordid + if low == -1: + low = 0 + if high == -1: + high = len(self.sa) + if word in self.darray.word2id: + word_id = self.darray.word2id[word] + return self.__lookup_helper(word_id, offset, low, high) + else: + return None diff --git a/python/cdec/sa/sym.pxi b/python/cdec/sa/sym.pxi new file mode 100644 index 00000000..f253aec0 --- /dev/null +++ b/python/cdec/sa/sym.pxi @@ -0,0 +1,125 @@ +from libc.string cimport strrchr, strstr, strcpy, strlen +from libc.stdlib cimport malloc, realloc, strtol + +cdef int INDEX_SHIFT = 3 +cdef int INDEX_MASK = (1<= 0 + + cdef int getindex(self, int sym): + return -sym & INDEX_MASK + + cdef int setindex(self, int sym, int ind): + return -(-sym & ~INDEX_MASK | ind) + + cdef int clearindex(self, int sym): + return -(-sym& ~INDEX_MASK) + + cdef int match(self, int sym1, int sym2): + return self.clearindex(sym1) == self.clearindex(sym2); + + cdef char* tocat(self, int sym): + return self.nonterminals.word((-sym >> INDEX_SHIFT)-1) + + cdef int fromcat(self, char *s): + cdef int i + i = self.nonterminals.index(s) + if self.first_nonterminal == -1: + self.first_nonterminal = i + if i > self.last_nonterminal: + self.last_nonterminal = i + return -(i+1 << INDEX_SHIFT) + + cdef char* tostring(self, int sym): + cdef int ind + if self.isvar(sym): + if sym in self.id2sym: + return self.id2sym[sym] + ind = self.getindex(sym) + if ind > 0: + self.id2sym[sym] = "[%s,%d]" % (self.tocat(sym), ind) + else: + self.id2sym[sym] = "[%s]" % self.tocat(sym) + return self.id2sym[sym] + else: + return self.terminals.word(sym) + + cdef int fromstring(self, char *s, bint terminal): + """Warning: this method is allowed to alter s.""" + cdef char *comma + cdef int n + n = strlen(s) + cdef char *sep + sep = strstr(s,"_SEP_") + if n >= 3 and s[0] == c'[' and s[n-1] == c']' and sep == NULL: + if terminal: + s1 = "\\"+s + return self.terminals.index(s1) + s[n-1] = c'\0' + s = s + 1 + comma = strrchr(s, c',') + if comma != NULL: + comma[0] = c'\0' + return self.setindex(self.fromcat(s), strtol(comma+1, NULL, 10)) + else: + return self.fromcat(s) + else: + return self.terminals.index(s) + +cdef Alphabet ALPHABET = Alphabet() + +cdef char* sym_tostring(int sym): + return ALPHABET.tostring(sym) + +cdef char* sym_tocat(int sym): + return ALPHABET.tocat(sym) + +cdef int sym_isvar(int sym): + return ALPHABET.isvar(sym) + +cdef int sym_getindex(int sym): + return ALPHABET.getindex(sym) + +cdef int sym_setindex(int sym, int id): + return ALPHABET.setindex(sym, id) + +cdef int sym_fromstring(char* string, bint terminal): + return ALPHABET.fromstring(string, terminal) + +def isvar(sym): + return sym_isvar(sym) + +def make_lattice(words): + word_ids = (sym_fromstring(word, True) for word in words) + return tuple(((word, None, 1), ) for word in word_ids) + +def decode_lattice(lattice): + return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc + for arc in node for node in lattice) + +def decode_sentence(lattice): + return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice) + +def encode_words(words): + return tuple(sym_fromstring(word, True) for word in words) + +def decode_words(syms): + return tuple(sym_tostring(sym) for sym in syms) \ No newline at end of file diff --git a/python/cdec/sa/veb.pxi b/python/cdec/sa/veb.pxi new file mode 100644 index 00000000..40af3a68 --- /dev/null +++ b/python/cdec/sa/veb.pxi @@ -0,0 +1,392 @@ +"""This module implements a partial stratified tree (van Emde Boas, 1977). +Only insert findsucc, __iter__, and __contains__ are implemented. +Delete is currently not supported. +There is very little error-checking in this code -- it is designed +to be used in the limited situation described in Lopez (EMNLP-CoNLL 2007), +which doesn't cover all of the possible ways that you could misuse it +(e.g. trying to insert a key larger than the universe size) +Other notes -- this code is really rather ugly C code masquerading as +Pyrex/Python. Virtual function calls are bypassed by hand in several +places for the sake of efficiency, and other Python niceties are +removed for the same reason.""" + +from libc.stdlib cimport malloc, free +from libc.math cimport log, ceil +from libc.string cimport memset + +cdef int MIN_BOTTOM_SIZE = 32 +cdef int MIN_BOTTOM_BITS = 5 +cdef int LOWER_MASK[32] + +cdef void _init_lower_mask(): + cdef unsigned i + cdef int mask = 0 + for i in range(MIN_BOTTOM_SIZE): + mask = (mask << 1) + 1 + LOWER_MASK[i] = mask + +_init_lower_mask() + +cdef struct _BitSet: + long bitset + int min_val + int max_val + int size + + +cdef _BitSet* new_BitSet(): + cdef _BitSet* b + + b = <_BitSet*> malloc(sizeof(_BitSet)) + b.bitset = 0 + b.min_val = -1 + b.max_val = -1 + b.size = 0 + return b + + +cdef int bitset_findsucc(_BitSet* b, int i): + cdef int bitset, mask + cdef int low, high, mid + + if b.max_val == -1 or i >= b.max_val: + return -1 + if i < b.min_val: + return b.min_val + + bitset = b.bitset & ~LOWER_MASK[i] + low = i+1 + high = b.max_val+1 + while low < high-1: + mid = (high + low)/2 + mask = ~(LOWER_MASK[high-1] ^ LOWER_MASK[mid-1]) + if bitset & mask == 0: + low = mid + else: + bitset = bitset & mask + high = mid + return low + + +cdef int bitset_insert(_BitSet* b, int i): + cdef int val + + val = 1 << i + if b.bitset & val == 0: + b.bitset = b.bitset | val + if b.size == 0: + b.min_val = i + b.max_val = i + else: + if i < b.min_val: + b.min_val = i + if i > b.max_val: + b.max_val = i + b.size = b.size + 1 + return 1 + return 0 + + +cdef int bitset_contains(_BitSet* b, int i): + cdef int val + + val = 1 << i + if b.bitset & val == 0: + return 0 + else: + return 1 + + +cdef class BitSetIterator: + cdef _BitSet* b + cdef int next_val + + def __next__(self): + cdef int ret_val + + if self.next_val == -1: + raise StopIteration() + ret_val = self.next_val + self.next_val = bitset_findsucc(self.b, ret_val) + return ret_val + + + +# This is a Python wrapper class to give access to the +# (entirely C-implemented) _BitSet struct. +# Very slow; use only for debugging +cdef class BitSet: + + cdef _BitSet* b + + def __cinit__(self): + self.b = new_BitSet() + + def __dealloc__(self): + free(self.b) + + def __iter__(self): + cdef BitSetIterator it + it = BitSetIterator() + it.b = self.b + it.next_val = self.b.min_val + return it + + def insert(self, i): + return bitset_insert(self.b, i) + + def findsucc(self, i): + return bitset_findsucc(self.b, i) + + def __str__(self): + return dec2bin(self.b.bitset)+" ("+str(self.b.size)+","+str(self.b.min_val)+","+str(self.b.max_val)+")" + + def min(self): + return self.b.min_val + + def max(self): + return self.b.max_val + + def __len__(self): + return self.b.size + + def __contains__(self, i): + return bool(bitset_contains(self.b, i)) + + +cdef str dec2bin(long i): + cdef str result = "" + cdef unsigned d + for d in range(MIN_BOTTOM_SIZE): + if i & LOWER_MASK[0] == 0: + result = "0"+result + else: + result = "1"+result + i = i >> 1 + return result + +cdef struct _VEB: + int top_universe_size + int num_bottom_bits + int max_val + int min_val + int size + void* top + void** bottom + +cdef _VEB* new_VEB(int n): + cdef _VEB* veb + cdef int num_bits, num_top_bits, i + + veb = <_VEB*> malloc(sizeof(_VEB)) + + num_bits = int(ceil(log(n) / log(2))) + veb.num_bottom_bits = num_bits/2 + if veb.num_bottom_bits < MIN_BOTTOM_BITS: + veb.num_bottom_bits = MIN_BOTTOM_BITS + veb.top_universe_size = (n >> veb.num_bottom_bits) + 1 + + veb.bottom = malloc(veb.top_universe_size * sizeof(void*)) + memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*)) + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + veb.top = new_VEB(veb.top_universe_size) + else: + veb.top = new_BitSet() + + veb.max_val = -1 + veb.min_val = -1 + veb.size = 0 + return veb + + +cdef int VEB_insert(_VEB* veb, int i): + cdef _VEB* subv + cdef _BitSet* subb + cdef int a, b, tmp + + if veb.size == 0: + veb.min_val = i + veb.max_val = i + elif i == veb.min_val or i == veb.max_val: + return 0 + else: + if i < veb.min_val: + tmp = i + i = veb.min_val + veb.min_val = tmp + a = i >> veb.num_bottom_bits + b = i & LOWER_MASK[veb.num_bottom_bits-1] + if veb.bottom[a] == NULL: + if veb.top_universe_size > MIN_BOTTOM_SIZE: + subv = <_VEB*> veb.top + VEB_insert(subv, a) + else: + subb = <_BitSet*> veb.top + bitset_insert(subb, a) + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + else: + veb.bottom[a] = new_BitSet() + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[a] + if VEB_insert(subv, b) == 0: + return 0 + else: + subb = <_BitSet*> veb.bottom[a] + if bitset_insert(subb, b) == 0: + return 0 + + if i > veb.max_val: + veb.max_val = i + veb.size = veb.size + 1 + return 1 + + +cdef del_VEB(_VEB* veb): + cdef int i + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + i = (<_VEB*> veb.top).min_val + else: + i = (<_BitSet*> veb.top).min_val + + while i != -1: + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + del_VEB(<_VEB*> veb.bottom[i]) + else: + free(<_BitSet*> veb.bottom[i]) + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + i = VEB_findsucc(<_VEB*> veb.top, i) + else: + i = bitset_findsucc(<_BitSet*> veb.top, i) + + if veb.top_universe_size > MIN_BOTTOM_SIZE: + del_VEB(<_VEB*> veb.top) + else: + free(<_BitSet*> veb.top) + free(veb.bottom) + free(veb) + + +cdef int VEB_findsucc(_VEB* veb, int i): + cdef _VEB* subv + cdef _BitSet* subb + cdef int a, b, j, c, found + + if veb.max_val == -1 or i>=veb.max_val: + return -1 + if i < veb.min_val: + return veb.min_val + + a = i >> veb.num_bottom_bits + b = i & LOWER_MASK[veb.num_bottom_bits-1] + found = 0 + if veb.bottom[a] != NULL: + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[a] + if subv.max_val > b: + j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + found = 1 + else: + subb = <_BitSet*> veb.bottom[a] + if subb.max_val > b: + j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + found = 1 + if found==0: + if veb.top_universe_size > MIN_BOTTOM_SIZE: + subv = <_VEB*> veb.top + c = VEB_findsucc(subv, a) + else: + subb = <_BitSet*> veb.top + c = bitset_findsucc(subb, a) + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[c] + j = (c << veb.num_bottom_bits) + subv.min_val + else: + subb = <_BitSet*> veb.bottom[c] + j = (c << veb.num_bottom_bits) + subb.min_val + return j + + +cdef int VEB_contains(_VEB* veb, int i): + cdef _VEB* subv + cdef _BitSet* subb + cdef int a, b + + if veb.size == 0 or i < veb.min_val or i > veb.max_val: + return 0 + + if veb.min_val == i: + return 1 + else: + if veb.size == 1: + return 0 + + a = i >> veb.num_bottom_bits + b = i & LOWER_MASK[veb.num_bottom_bits-1] + if veb.bottom[a] == NULL: + return 0 + else: + if veb.num_bottom_bits > MIN_BOTTOM_BITS: + subv = <_VEB*> veb.bottom[a] + return VEB_contains(subv, b) + else: + subb = <_BitSet*> veb.bottom[a] + return bitset_contains(subb, b) + + +cdef class VEBIterator: + cdef _VEB* v + cdef int next_val + + def __next__(self): + cdef int ret_val + + if self.next_val == -1: + raise StopIteration() + ret_val = self.next_val + self.next_val = VEB_findsucc(self.v, ret_val) + return ret_val + + +cdef class VEB: + cdef _VEB* veb + cdef int _findsucc(self, int i) + cdef int _insert(self, int i) + cdef int _first(self) + + def __cinit__(self, int size): + self.veb = new_VEB(size) + + def __dealloc__(self): + del_VEB(self.veb) + + def __iter__(self): + cdef VEBIterator it + it = VEBIterator() + it.v = self.veb + it.next_val = self.veb.min_val + return it + + def insert(self, i): + return VEB_insert(self.veb, i) + + cdef int _insert(self, int i): + return VEB_insert(self.veb, i) + + def findsucc(self, i): + return VEB_findsucc(self.veb, i) + + cdef int _first(self): + return self.veb.min_val + + cdef int _findsucc(self, int i): + return VEB_findsucc(self.veb, i) + + def __len__(self): + return self.veb.size + + def __contains__(self, i): + return VEB_contains(self.veb, i) -- cgit v1.2.3